warning: commands will be executed using /bin/sh
job 2594 at Sat Nov 23 12:06:00 2013
FileBase	/isis3/andresg/Achilles/Achilles151_11052013_reo/Achilles151_11052013_reo
ElecNo	15
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	1
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 523108 data points of dimension 12.
meanDims = 12
Starting from 20 clusters...
--- Clustering full data set of 523108 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 27378 members 
Mstep: Class 3 contains 27596 members 
Mstep: Class 4 contains 27430 members 
Mstep: Class 5 contains 27717 members 
Mstep: Class 6 contains 27870 members 
Mstep: Class 7 contains 27610 members 
Mstep: Class 8 contains 27451 members 
Mstep: Class 9 contains 27355 members 
Mstep: Class 10 contains 27510 members 
Mstep: Class 11 contains 27557 members 
Mstep: Class 12 contains 27332 members 
Mstep: Class 13 contains 27249 members 
Mstep: Class 14 contains 27289 members 
Mstep: Class 15 contains 27393 members 
Mstep: Class 16 contains 27454 members 
Mstep: Class 17 contains 27760 members 
Mstep: Class 18 contains 27705 members 
Mstep: Class 19 contains 27492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 193.536880 but Gain 599.123047
Score: -13852689.000000 Penalty: 10784.217773
Iteration 0F: 19 clusters Score -1.385269e+07 nChanged 493803
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 72860 members 
Mstep: Class 2 contains 10284 members 
Mstep: Class 3 contains 19810 members 
Mstep: Class 4 contains 11479 members 
Mstep: Class 5 contains 40082 members 
Mstep: Class 6 contains 40941 members 
Mstep: Class 7 contains 24185 members 
Mstep: Class 8 contains 21639 members 
Mstep: Class 9 contains 13527 members 
Mstep: Class 10 contains 33453 members 
Mstep: Class 12 contains 17206 members 
Mstep: Class 13 contains 62256 members 
Mstep: Class 14 contains 46541 members 
Mstep: Class 15 contains 18537 members 
Mstep: Class 16 contains 16727 members 
Mstep: Class 17 contains 21351 members 
Mstep: Class 18 contains 42322 members 
Mstep: Class 19 contains 9809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14962026.000000 Penalty: 10784.217773
Iteration 1F: 19 clusters Score -1.496203e+07 nChanged 168366
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 106229 members 
Mstep: Class 2 contains 6456 members 
Mstep: Class 3 contains 14854 members 
Mstep: Class 4 contains 8634 members 
Mstep: Class 5 contains 46808 members 
Mstep: Class 6 contains 31251 members 
Mstep: Class 7 contains 23069 members 
Mstep: Class 8 contains 14894 members 
Mstep: Class 9 contains 9251 members 
Mstep: Class 10 contains 26659 members 
Mstep: Class 12 contains 21777 members 
Mstep: Class 13 contains 64429 members 
Mstep: Class 14 contains 44192 members 
Mstep: Class 15 contains 15681 members 
Mstep: Class 16 contains 10699 members 
Mstep: Class 17 contains 19956 members 
Mstep: Class 18 contains 50721 members 
Mstep: Class 19 contains 7469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15169198.000000 Penalty: 10784.217773
Iteration 2F: 19 clusters Score -1.51692e+07 nChanged 117115
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 127737 members 
Mstep: Class 2 contains 3719 members 
Mstep: Class 3 contains 10737 members 
Mstep: Class 4 contains 6377 members 
Mstep: Class 5 contains 48480 members 
Mstep: Class 6 contains 23723 members 
Mstep: Class 7 contains 24277 members 
Mstep: Class 8 contains 12109 members 
Mstep: Class 9 contains 6903 members 
Mstep: Class 10 contains 21623 members 
Mstep: Class 12 contains 26020 members 
Mstep: Class 13 contains 67719 members 
Mstep: Class 14 contains 43032 members 
Mstep: Class 15 contains 16392 members 
Mstep: Class 16 contains 7441 members 
Mstep: Class 17 contains 19606 members 
Mstep: Class 18 contains 51386 members 
Mstep: Class 19 contains 5755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15306234.000000 Penalty: 10784.217773
Iteration 3F: 19 clusters Score -1.530623e+07 nChanged 93631
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 143667 members 
Mstep: Class 2 contains 1921 members 
Mstep: Class 3 contains 7351 members 
Mstep: Class 4 contains 4317 members 
Mstep: Class 5 contains 51352 members 
Mstep: Class 6 contains 18923 members 
Mstep: Class 7 contains 25699 members 
Mstep: Class 8 contains 10546 members 
Mstep: Class 9 contains 5690 members 
Mstep: Class 10 contains 17625 members 
Mstep: Class 12 contains 29760 members 
Mstep: Class 13 contains 70364 members 
Mstep: Class 14 contains 44228 members 
Mstep: Class 15 contains 17576 members 
Mstep: Class 16 contains 5282 members 
Mstep: Class 17 contains 19801 members 
Mstep: Class 18 contains 44792 members 
Mstep: Class 19 contains 4142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15425400.000000 Penalty: 10784.217773
Iteration 4F: 19 clusters Score -1.54254e+07 nChanged 80309
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 154752 members 
Mstep: Class 2 contains 904 members 
Mstep: Class 3 contains 4575 members 
Mstep: Class 4 contains 2696 members 
Mstep: Class 5 contains 61733 members 
Mstep: Class 6 contains 15739 members 
Mstep: Class 7 contains 26673 members 
Mstep: Class 8 contains 9416 members 
Mstep: Class 9 contains 4874 members 
Mstep: Class 10 contains 14463 members 
Mstep: Class 12 contains 31670 members 
Mstep: Class 13 contains 71054 members 
Mstep: Class 14 contains 46310 members 
Mstep: Class 15 contains 18110 members 
Mstep: Class 16 contains 3933 members 
Mstep: Class 17 contains 19868 members 
Mstep: Class 18 contains 33481 members 
Mstep: Class 19 contains 2783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 408.995483 but Gain 599.123047
Score: -15529269.000000 Penalty: 10185.094727
Iteration 5F: 18 clusters Score -1.552927e+07 nChanged 66050
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 162420 members 
Mstep: Class 3 contains 2542 members 
Mstep: Class 4 contains 1631 members 
Mstep: Class 5 contains 74338 members 
Mstep: Class 6 contains 13222 members 
Mstep: Class 7 contains 27402 members 
Mstep: Class 8 contains 8393 members 
Mstep: Class 9 contains 4461 members 
Mstep: Class 10 contains 12386 members 
Mstep: Class 12 contains 31198 members 
Mstep: Class 13 contains 69920 members 
Mstep: Class 14 contains 49234 members 
Mstep: Class 15 contains 18180 members 
Mstep: Class 16 contains 3383 members 
Mstep: Class 17 contains 19800 members 
Mstep: Class 18 contains 22621 members 
Mstep: Class 19 contains 1898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15601490.000000 Penalty: 10185.094727
Iteration 6F: 18 clusters Score -1.560149e+07 nChanged 47681
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 166053 members 
Mstep: Class 3 contains 1434 members 
Mstep: Class 4 contains 960 members 
Mstep: Class 5 contains 84733 members 
Mstep: Class 6 contains 11245 members 
Mstep: Class 7 contains 27903 members 
Mstep: Class 8 contains 7416 members 
Mstep: Class 9 contains 4349 members 
Mstep: Class 10 contains 11365 members 
Mstep: Class 12 contains 29227 members 
Mstep: Class 13 contains 67630 members 
Mstep: Class 14 contains 52520 members 
Mstep: Class 15 contains 18110 members 
Mstep: Class 16 contains 3169 members 
Mstep: Class 17 contains 19515 members 
Mstep: Class 18 contains 15879 members 
Mstep: Class 19 contains 1517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15639430.000000 Penalty: 10185.094727
Iteration 7F: 18 clusters Score -1.563943e+07 nChanged 32839
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 167364 members 
Mstep: Class 3 contains 833 members 
Mstep: Class 4 contains 666 members 
Mstep: Class 5 contains 92378 members 
Mstep: Class 6 contains 9803 members 
Mstep: Class 7 contains 28118 members 
Mstep: Class 8 contains 6537 members 
Mstep: Class 9 contains 4422 members 
Mstep: Class 10 contains 10850 members 
Mstep: Class 12 contains 26927 members 
Mstep: Class 13 contains 65525 members 
Mstep: Class 14 contains 55805 members 
Mstep: Class 15 contains 18083 members 
Mstep: Class 16 contains 3051 members 
Mstep: Class 17 contains 19213 members 
Mstep: Class 18 contains 12087 members 
Mstep: Class 19 contains 1363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 581.480713 but Gain 599.123047
Score: -15659525.000000 Penalty: 9585.971680
Iteration 8F: 17 clusters Score -1.565952e+07 nChanged 24753
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 167777 members 
Mstep: Class 4 contains 547 members 
Mstep: Class 5 contains 98327 members 
Mstep: Class 6 contains 8903 members 
Mstep: Class 7 contains 28166 members 
Mstep: Class 8 contains 5799 members 
Mstep: Class 9 contains 4624 members 
Mstep: Class 10 contains 10627 members 
Mstep: Class 12 contains 24685 members 
Mstep: Class 13 contains 63381 members 
Mstep: Class 14 contains 59037 members 
Mstep: Class 15 contains 18277 members 
Mstep: Class 16 contains 2964 members 
Mstep: Class 17 contains 18971 members 
Mstep: Class 18 contains 9615 members 
Mstep: Class 19 contains 1326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15673890.000000 Penalty: 9585.971680
Iteration 9Q: 17 clusters Score -1.567389e+07 nChanged 18581
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 167643 members 
Mstep: Class 4 contains 556 members 
Mstep: Class 5 contains 102844 members 
Mstep: Class 6 contains 8305 members 
Mstep: Class 7 contains 28093 members 
Mstep: Class 8 contains 5195 members 
Mstep: Class 9 contains 4972 members 
Mstep: Class 10 contains 10469 members 
Mstep: Class 12 contains 22728 members 
Mstep: Class 13 contains 60938 members 
Mstep: Class 14 contains 61600 members 
Mstep: Class 15 contains 18643 members 
Mstep: Class 16 contains 2883 members 
Mstep: Class 17 contains 18581 members 
Mstep: Class 18 contains 8232 members 
Mstep: Class 19 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15684145.000000 Penalty: 9585.971680
Iteration 10Q: 17 clusters Score -1.568414e+07 nChanged 15093
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 167419 members 
Mstep: Class 4 contains 614 members 
Mstep: Class 5 contains 106205 members 
Mstep: Class 6 contains 7990 members 
Mstep: Class 7 contains 28078 members 
Mstep: Class 8 contains 4675 members 
Mstep: Class 9 contains 5386 members 
Mstep: Class 10 contains 10411 members 
Mstep: Class 12 contains 21084 members 
Mstep: Class 13 contains 58391 members 
Mstep: Class 14 contains 63688 members 
Mstep: Class 15 contains 19136 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 18119 members 
Mstep: Class 18 contains 7623 members 
Mstep: Class 19 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15691331.000000 Penalty: 9585.971680
Iteration 11Q: 17 clusters Score -1.569133e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 167143 members 
Mstep: Class 4 contains 687 members 
Mstep: Class 5 contains 108779 members 
Mstep: Class 6 contains 7865 members 
Mstep: Class 7 contains 28118 members 
Mstep: Class 8 contains 4262 members 
Mstep: Class 9 contains 5885 members 
Mstep: Class 10 contains 10358 members 
Mstep: Class 12 contains 19719 members 
Mstep: Class 13 contains 55785 members 
Mstep: Class 14 contains 65385 members 
Mstep: Class 15 contains 19606 members 
Mstep: Class 16 contains 2810 members 
Mstep: Class 17 contains 17784 members 
Mstep: Class 18 contains 7410 members 
Mstep: Class 19 contains 1428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15696441.000000 Penalty: 9585.971680
Iteration 12Q: 17 clusters Score -1.569644e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 166790 members 
Mstep: Class 4 contains 778 members 
Mstep: Class 5 contains 110739 members 
Mstep: Class 6 contains 7886 members 
Mstep: Class 7 contains 28179 members 
Mstep: Class 8 contains 3927 members 
Mstep: Class 9 contains 6432 members 
Mstep: Class 10 contains 10296 members 
Mstep: Class 12 contains 18629 members 
Mstep: Class 13 contains 53381 members 
Mstep: Class 14 contains 66780 members 
Mstep: Class 15 contains 20096 members 
Mstep: Class 16 contains 2813 members 
Mstep: Class 17 contains 17507 members 
Mstep: Class 18 contains 7329 members 
Mstep: Class 19 contains 1463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15699986.000000 Penalty: 9585.971680
Iteration 13Q: 17 clusters Score -1.569999e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 166424 members 
Mstep: Class 4 contains 853 members 
Mstep: Class 5 contains 112242 members 
Mstep: Class 6 contains 7989 members 
Mstep: Class 7 contains 28219 members 
Mstep: Class 8 contains 3663 members 
Mstep: Class 9 contains 7059 members 
Mstep: Class 10 contains 10228 members 
Mstep: Class 12 contains 17710 members 
Mstep: Class 13 contains 51340 members 
Mstep: Class 14 contains 67891 members 
Mstep: Class 15 contains 20622 members 
Mstep: Class 16 contains 2826 members 
Mstep: Class 17 contains 17154 members 
Mstep: Class 18 contains 7322 members 
Mstep: Class 19 contains 1482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15702930.000000 Penalty: 9585.971680
Iteration 14Q: 17 clusters Score -1.570293e+07 nChanged 8028
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 166067 members 
Mstep: Class 4 contains 928 members 
Mstep: Class 5 contains 113484 members 
Mstep: Class 6 contains 8155 members 
Mstep: Class 7 contains 28290 members 
Mstep: Class 8 contains 3437 members 
Mstep: Class 9 contains 7741 members 
Mstep: Class 10 contains 10153 members 
Mstep: Class 12 contains 16929 members 
Mstep: Class 13 contains 49486 members 
Mstep: Class 14 contains 68820 members 
Mstep: Class 15 contains 21158 members 
Mstep: Class 16 contains 2900 members 
Mstep: Class 17 contains 16740 members 
Mstep: Class 18 contains 7270 members 
Mstep: Class 19 contains 1466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15705655.000000 Penalty: 9585.971680
Iteration 15Q: 17 clusters Score -1.570566e+07 nChanged 7081
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 165726 members 
Mstep: Class 4 contains 997 members 
Mstep: Class 5 contains 114445 members 
Mstep: Class 6 contains 8385 members 
Mstep: Class 7 contains 28389 members 
Mstep: Class 8 contains 3264 members 
Mstep: Class 9 contains 8438 members 
Mstep: Class 10 contains 10031 members 
Mstep: Class 12 contains 16294 members 
Mstep: Class 13 contains 47858 members 
Mstep: Class 14 contains 69555 members 
Mstep: Class 15 contains 21663 members 
Mstep: Class 16 contains 3062 members 
Mstep: Class 17 contains 16269 members 
Mstep: Class 18 contains 7244 members 
Mstep: Class 19 contains 1405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15707621.000000 Penalty: 9585.971680
Iteration 16Q: 17 clusters Score -1.570762e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 165480 members 
Mstep: Class 4 contains 1052 members 
Mstep: Class 5 contains 115191 members 
Mstep: Class 6 contains 8602 members 
Mstep: Class 7 contains 28508 members 
Mstep: Class 8 contains 3145 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 9954 members 
Mstep: Class 12 contains 15765 members 
Mstep: Class 13 contains 46443 members 
Mstep: Class 14 contains 70155 members 
Mstep: Class 15 contains 22160 members 
Mstep: Class 16 contains 3270 members 
Mstep: Class 17 contains 15726 members 
Mstep: Class 18 contains 7199 members 
Mstep: Class 19 contains 1333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15709242.000000 Penalty: 9585.971680
Iteration 17Q: 17 clusters Score -1.570924e+07 nChanged 5228
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 165225 members 
Mstep: Class 4 contains 1092 members 
Mstep: Class 5 contains 115765 members 
Mstep: Class 6 contains 8804 members 
Mstep: Class 7 contains 28590 members 
Mstep: Class 8 contains 3092 members 
Mstep: Class 9 contains 9551 members 
Mstep: Class 10 contains 9904 members 
Mstep: Class 12 contains 15330 members 
Mstep: Class 13 contains 45239 members 
Mstep: Class 14 contains 70654 members 
Mstep: Class 15 contains 22665 members 
Mstep: Class 16 contains 3497 members 
Mstep: Class 17 contains 15188 members 
Mstep: Class 18 contains 7159 members 
Mstep: Class 19 contains 1268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15710578.000000 Penalty: 9585.971680
Iteration 18Q: 17 clusters Score -1.571058e+07 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 164993 members 
Mstep: Class 4 contains 1130 members 
Mstep: Class 5 contains 116250 members 
Mstep: Class 6 contains 9028 members 
Mstep: Class 7 contains 28675 members 
Mstep: Class 8 contains 3092 members 
Mstep: Class 9 contains 9970 members 
Mstep: Class 10 contains 9867 members 
Mstep: Class 12 contains 14972 members 
Mstep: Class 13 contains 44104 members 
Mstep: Class 14 contains 71063 members 
Mstep: Class 15 contains 23184 members 
Mstep: Class 16 contains 3732 members 
Mstep: Class 17 contains 14626 members 
Mstep: Class 18 contains 7116 members 
Mstep: Class 19 contains 1221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15711509.000000 Penalty: 9585.971680
Iteration 19Q: 17 clusters Score -1.571151e+07 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 164802 members 
Mstep: Class 4 contains 1169 members 
Mstep: Class 5 contains 116622 members 
Mstep: Class 6 contains 9253 members 
Mstep: Class 7 contains 28758 members 
Mstep: Class 8 contains 3126 members 
Mstep: Class 9 contains 10310 members 
Mstep: Class 10 contains 9807 members 
Mstep: Class 12 contains 14691 members 
Mstep: Class 13 contains 43093 members 
Mstep: Class 14 contains 71400 members 
Mstep: Class 15 contains 23695 members 
Mstep: Class 16 contains 3921 members 
Mstep: Class 17 contains 14070 members 
Mstep: Class 18 contains 7116 members 
Mstep: Class 19 contains 1190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15713200.000000 Penalty: 9585.971680
Iteration 20F: 17 clusters Score -1.57132e+07 nChanged 4388
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 164195 members 
Mstep: Class 4 contains 1313 members 
Mstep: Class 5 contains 116925 members 
Mstep: Class 6 contains 9434 members 
Mstep: Class 7 contains 28834 members 
Mstep: Class 8 contains 3199 members 
Mstep: Class 9 contains 11138 members 
Mstep: Class 10 contains 9621 members 
Mstep: Class 12 contains 14431 members 
Mstep: Class 13 contains 42098 members 
Mstep: Class 14 contains 71566 members 
Mstep: Class 15 contains 24171 members 
Mstep: Class 16 contains 4239 members 
Mstep: Class 17 contains 13546 members 
Mstep: Class 18 contains 7132 members 
Mstep: Class 19 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15714557.000000 Penalty: 9585.971680
Iteration 21Q: 17 clusters Score -1.571456e+07 nChanged 4222
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 163603 members 
Mstep: Class 4 contains 1455 members 
Mstep: Class 5 contains 117163 members 
Mstep: Class 6 contains 9616 members 
Mstep: Class 7 contains 28913 members 
Mstep: Class 8 contains 3322 members 
Mstep: Class 9 contains 11868 members 
Mstep: Class 10 contains 9462 members 
Mstep: Class 12 contains 14187 members 
Mstep: Class 13 contains 41242 members 
Mstep: Class 14 contains 71720 members 
Mstep: Class 15 contains 24633 members 
Mstep: Class 16 contains 4522 members 
Mstep: Class 17 contains 13030 members 
Mstep: Class 18 contains 7125 members 
Mstep: Class 19 contains 1164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15715583.000000 Penalty: 9585.971680
Iteration 22Q: 17 clusters Score -1.571558e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 163036 members 
Mstep: Class 4 contains 1567 members 
Mstep: Class 5 contains 117324 members 
Mstep: Class 6 contains 9810 members 
Mstep: Class 7 contains 29028 members 
Mstep: Class 8 contains 3462 members 
Mstep: Class 9 contains 12562 members 
Mstep: Class 10 contains 9307 members 
Mstep: Class 12 contains 13965 members 
Mstep: Class 13 contains 40445 members 
Mstep: Class 14 contains 71819 members 
Mstep: Class 15 contains 25084 members 
Mstep: Class 16 contains 4804 members 
Mstep: Class 17 contains 12528 members 
Mstep: Class 18 contains 7134 members 
Mstep: Class 19 contains 1150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15716196.000000 Penalty: 9585.971680
Iteration 23Q: 17 clusters Score -1.57162e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 162498 members 
Mstep: Class 4 contains 1651 members 
Mstep: Class 5 contains 117468 members 
Mstep: Class 6 contains 10055 members 
Mstep: Class 7 contains 29137 members 
Mstep: Class 8 contains 3608 members 
Mstep: Class 9 contains 13186 members 
Mstep: Class 10 contains 9125 members 
Mstep: Class 12 contains 13758 members 
Mstep: Class 13 contains 39708 members 
Mstep: Class 14 contains 71894 members 
Mstep: Class 15 contains 25489 members 
Mstep: Class 16 contains 5094 members 
Mstep: Class 17 contains 12042 members 
Mstep: Class 18 contains 7146 members 
Mstep: Class 19 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15716968.000000 Penalty: 9585.971680
Iteration 24Q: 17 clusters Score -1.571697e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 161925 members 
Mstep: Class 4 contains 1728 members 
Mstep: Class 5 contains 117640 members 
Mstep: Class 6 contains 10286 members 
Mstep: Class 7 contains 29245 members 
Mstep: Class 8 contains 3779 members 
Mstep: Class 9 contains 13775 members 
Mstep: Class 10 contains 8948 members 
Mstep: Class 12 contains 13586 members 
Mstep: Class 13 contains 38985 members 
Mstep: Class 14 contains 71950 members 
Mstep: Class 15 contains 25865 members 
Mstep: Class 16 contains 5389 members 
Mstep: Class 17 contains 11572 members 
Mstep: Class 18 contains 7178 members 
Mstep: Class 19 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15717632.000000 Penalty: 9585.971680
Iteration 25Q: 17 clusters Score -1.571763e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 161379 members 
Mstep: Class 4 contains 1790 members 
Mstep: Class 5 contains 117805 members 
Mstep: Class 6 contains 10483 members 
Mstep: Class 7 contains 29373 members 
Mstep: Class 8 contains 3926 members 
Mstep: Class 9 contains 14314 members 
Mstep: Class 10 contains 8786 members 
Mstep: Class 12 contains 13433 members 
Mstep: Class 13 contains 38347 members 
Mstep: Class 14 contains 71994 members 
Mstep: Class 15 contains 26242 members 
Mstep: Class 16 contains 5644 members 
Mstep: Class 17 contains 11118 members 
Mstep: Class 18 contains 7197 members 
Mstep: Class 19 contains 1193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15718143.000000 Penalty: 9585.971680
Iteration 26Q: 17 clusters Score -1.571814e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 160817 members 
Mstep: Class 4 contains 1868 members 
Mstep: Class 5 contains 117947 members 
Mstep: Class 6 contains 10702 members 
Mstep: Class 7 contains 29499 members 
Mstep: Class 8 contains 4107 members 
Mstep: Class 9 contains 14816 members 
Mstep: Class 10 contains 8634 members 
Mstep: Class 12 contains 13315 members 
Mstep: Class 13 contains 37705 members 
Mstep: Class 14 contains 72015 members 
Mstep: Class 15 contains 26590 members 
Mstep: Class 16 contains 5902 members 
Mstep: Class 17 contains 10670 members 
Mstep: Class 18 contains 7228 members 
Mstep: Class 19 contains 1209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15718520.000000 Penalty: 9585.971680
Iteration 27Q: 17 clusters Score -1.571852e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 160304 members 
Mstep: Class 4 contains 1928 members 
Mstep: Class 5 contains 118073 members 
Mstep: Class 6 contains 10936 members 
Mstep: Class 7 contains 29639 members 
Mstep: Class 8 contains 4283 members 
Mstep: Class 9 contains 15281 members 
Mstep: Class 10 contains 8479 members 
Mstep: Class 12 contains 13204 members 
Mstep: Class 13 contains 37112 members 
Mstep: Class 14 contains 72017 members 
Mstep: Class 15 contains 26944 members 
Mstep: Class 16 contains 6121 members 
Mstep: Class 17 contains 10237 members 
Mstep: Class 18 contains 7251 members 
Mstep: Class 19 contains 1216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15718842.000000 Penalty: 9585.971680
Iteration 28Q: 17 clusters Score -1.571884e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 159812 members 
Mstep: Class 4 contains 1980 members 
Mstep: Class 5 contains 118185 members 
Mstep: Class 6 contains 11178 members 
Mstep: Class 7 contains 29815 members 
Mstep: Class 8 contains 4424 members 
Mstep: Class 9 contains 15727 members 
Mstep: Class 10 contains 8330 members 
Mstep: Class 12 contains 13093 members 
Mstep: Class 13 contains 36562 members 
Mstep: Class 14 contains 71995 members 
Mstep: Class 15 contains 27274 members 
Mstep: Class 16 contains 6338 members 
Mstep: Class 17 contains 9838 members 
Mstep: Class 18 contains 7268 members 
Mstep: Class 19 contains 1206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15719258.000000 Penalty: 9585.971680
Iteration 29Q: 17 clusters Score -1.571926e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 159313 members 
Mstep: Class 4 contains 2036 members 
Mstep: Class 5 contains 118308 members 
Mstep: Class 6 contains 11394 members 
Mstep: Class 7 contains 29981 members 
Mstep: Class 8 contains 4577 members 
Mstep: Class 9 contains 16194 members 
Mstep: Class 10 contains 8182 members 
Mstep: Class 12 contains 12983 members 
Mstep: Class 13 contains 36023 members 
Mstep: Class 14 contains 71945 members 
Mstep: Class 15 contains 27583 members 
Mstep: Class 16 contains 6544 members 
Mstep: Class 17 contains 9475 members 
Mstep: Class 18 contains 7292 members 
Mstep: Class 19 contains 1194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15719565.000000 Penalty: 9585.971680
Iteration 30Q: 17 clusters Score -1.571956e+07 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 158854 members 
Mstep: Class 4 contains 2071 members 
Mstep: Class 5 contains 118431 members 
Mstep: Class 6 contains 11581 members 
Mstep: Class 7 contains 30134 members 
Mstep: Class 8 contains 4758 members 
Mstep: Class 9 contains 16640 members 
Mstep: Class 10 contains 8048 members 
Mstep: Class 12 contains 12886 members 
Mstep: Class 13 contains 35472 members 
Mstep: Class 14 contains 71848 members 
Mstep: Class 15 contains 27903 members 
Mstep: Class 16 contains 6753 members 
Mstep: Class 17 contains 9118 members 
Mstep: Class 18 contains 7334 members 
Mstep: Class 19 contains 1193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15719908.000000 Penalty: 9585.971680
Iteration 31Q: 17 clusters Score -1.571991e+07 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 158402 members 
Mstep: Class 4 contains 2095 members 
Mstep: Class 5 contains 118554 members 
Mstep: Class 6 contains 11756 members 
Mstep: Class 7 contains 30306 members 
Mstep: Class 8 contains 4944 members 
Mstep: Class 9 contains 17076 members 
Mstep: Class 10 contains 7926 members 
Mstep: Class 12 contains 12793 members 
Mstep: Class 13 contains 34932 members 
Mstep: Class 14 contains 71742 members 
Mstep: Class 15 contains 28198 members 
Mstep: Class 16 contains 6962 members 
Mstep: Class 17 contains 8782 members 
Mstep: Class 18 contains 7362 members 
Mstep: Class 19 contains 1193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15720221.000000 Penalty: 9585.971680
Iteration 32Q: 17 clusters Score -1.572022e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 157924 members 
Mstep: Class 4 contains 2108 members 
Mstep: Class 5 contains 118667 members 
Mstep: Class 6 contains 11927 members 
Mstep: Class 7 contains 30463 members 
Mstep: Class 8 contains 5122 members 
Mstep: Class 9 contains 17510 members 
Mstep: Class 10 contains 7811 members 
Mstep: Class 12 contains 12720 members 
Mstep: Class 13 contains 34430 members 
Mstep: Class 14 contains 71636 members 
Mstep: Class 15 contains 28511 members 
Mstep: Class 16 contains 7169 members 
Mstep: Class 17 contains 8453 members 
Mstep: Class 18 contains 7384 members 
Mstep: Class 19 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15720527.000000 Penalty: 9585.971680
Iteration 33Q: 17 clusters Score -1.572053e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 157485 members 
Mstep: Class 4 contains 2117 members 
Mstep: Class 5 contains 118797 members 
Mstep: Class 6 contains 12084 members 
Mstep: Class 7 contains 30616 members 
Mstep: Class 8 contains 5288 members 
Mstep: Class 9 contains 17900 members 
Mstep: Class 10 contains 7701 members 
Mstep: Class 12 contains 12658 members 
Mstep: Class 13 contains 33954 members 
Mstep: Class 14 contains 71538 members 
Mstep: Class 15 contains 28782 members 
Mstep: Class 16 contains 7363 members 
Mstep: Class 17 contains 8147 members 
Mstep: Class 18 contains 7410 members 
Mstep: Class 19 contains 1182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15720740.000000 Penalty: 9585.971680
Iteration 34Q: 17 clusters Score -1.572074e+07 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 157080 members 
Mstep: Class 4 contains 2122 members 
Mstep: Class 5 contains 118919 members 
Mstep: Class 6 contains 12215 members 
Mstep: Class 7 contains 30782 members 
Mstep: Class 8 contains 5422 members 
Mstep: Class 9 contains 18267 members 
Mstep: Class 10 contains 7614 members 
Mstep: Class 12 contains 12585 members 
Mstep: Class 13 contains 33514 members 
Mstep: Class 14 contains 71452 members 
Mstep: Class 15 contains 29016 members 
Mstep: Class 16 contains 7550 members 
Mstep: Class 17 contains 7878 members 
Mstep: Class 18 contains 7440 members 
Mstep: Class 19 contains 1166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15720917.000000 Penalty: 9585.971680
Iteration 35Q: 17 clusters Score -1.572092e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 156701 members 
Mstep: Class 4 contains 2124 members 
Mstep: Class 5 contains 119040 members 
Mstep: Class 6 contains 12354 members 
Mstep: Class 7 contains 30970 members 
Mstep: Class 8 contains 5553 members 
Mstep: Class 9 contains 18597 members 
Mstep: Class 10 contains 7538 members 
Mstep: Class 12 contains 12520 members 
Mstep: Class 13 contains 33071 members 
Mstep: Class 14 contains 71346 members 
Mstep: Class 15 contains 29221 members 
Mstep: Class 16 contains 7723 members 
Mstep: Class 17 contains 7636 members 
Mstep: Class 18 contains 7477 members 
Mstep: Class 19 contains 1152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721013.000000 Penalty: 9585.971680
Iteration 36Q: 17 clusters Score -1.572101e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 156353 members 
Mstep: Class 4 contains 2133 members 
Mstep: Class 5 contains 119146 members 
Mstep: Class 6 contains 12499 members 
Mstep: Class 7 contains 31130 members 
Mstep: Class 8 contains 5661 members 
Mstep: Class 9 contains 18909 members 
Mstep: Class 10 contains 7453 members 
Mstep: Class 12 contains 12459 members 
Mstep: Class 13 contains 32678 members 
Mstep: Class 14 contains 71245 members 
Mstep: Class 15 contains 29402 members 
Mstep: Class 16 contains 7873 members 
Mstep: Class 17 contains 7426 members 
Mstep: Class 18 contains 7508 members 
Mstep: Class 19 contains 1148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721170.000000 Penalty: 9585.971680
Iteration 37Q: 17 clusters Score -1.572117e+07 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 156044 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 5 contains 119280 members 
Mstep: Class 6 contains 12635 members 
Mstep: Class 7 contains 31318 members 
Mstep: Class 8 contains 5762 members 
Mstep: Class 9 contains 19199 members 
Mstep: Class 10 contains 7353 members 
Mstep: Class 12 contains 12411 members 
Mstep: Class 13 contains 32265 members 
Mstep: Class 14 contains 71162 members 
Mstep: Class 15 contains 29574 members 
Mstep: Class 16 contains 7978 members 
Mstep: Class 17 contains 7224 members 
Mstep: Class 18 contains 7531 members 
Mstep: Class 19 contains 1147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721290.000000 Penalty: 9585.971680
Iteration 38Q: 17 clusters Score -1.572129e+07 nChanged 1411
Entering ConstructFrom: 
Score: -15721290.000000 Penalty: 9585.971680
Entering ConstructFrom: 
Trying to split cluster 1 (155742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155742 members 
Entering Unmasked Estep 
Score: -5140380.000000 Penalty: 543.996033
	Iteration 0F: 2 clusters Score -5140380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -5034344.000000 Penalty: 1087.992065
	Iteration 0F: 3 clusters Score -5034344 nChanged 76640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80443 members 
Mstep: Class 2 contains 75299 members 
Entering Unmasked Estep 
Score: -5083262.000000 Penalty: 1087.992065
	Iteration 1F: 3 clusters Score -5083262 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83389 members 
Mstep: Class 2 contains 72353 members 
Entering Unmasked Estep 
Score: -5086770.000000 Penalty: 1087.992065
	Iteration 2F: 3 clusters Score -5086770 nChanged 9562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87685 members 
Mstep: Class 2 contains 68057 members 
Entering Unmasked Estep 
Score: -5091254.500000 Penalty: 1087.992065
	Iteration 3F: 3 clusters Score -5091254 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93097 members 
Mstep: Class 2 contains 62645 members 
Entering Unmasked Estep 
Score: -5096156.000000 Penalty: 1087.992065
	Iteration 4F: 3 clusters Score -5096156 nChanged 9833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99198 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -5100978.500000 Penalty: 1087.992065
	Iteration 5F: 3 clusters Score -5100978 nChanged 9117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105943 members 
Mstep: Class 2 contains 49799 members 
Entering Unmasked Estep 
Score: -5105708.000000 Penalty: 1087.992065
	Iteration 6F: 3 clusters Score -5105708 nChanged 8623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113356 members 
Mstep: Class 2 contains 42386 members 
Entering Unmasked Estep 
Score: -5110375.500000 Penalty: 1087.992065
	Iteration 7F: 3 clusters Score -5110376 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121150 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -5115229.500000 Penalty: 1087.992065
	Iteration 8F: 3 clusters Score -5115230 nChanged 7797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128889 members 
Mstep: Class 2 contains 26853 members 
Entering Unmasked Estep 
Score: -5120303.000000 Penalty: 1087.992065
	Iteration 9F: 3 clusters Score -5120303 nChanged 7318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136207 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -5125355.000000 Penalty: 1087.992065
	Iteration 10Q: 3 clusters Score -5125355 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142517 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -5130033.000000 Penalty: 1087.992065
	Iteration 11Q: 3 clusters Score -5130033 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147622 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -5134100.500000 Penalty: 1087.992065
	Iteration 12Q: 3 clusters Score -5134100 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151263 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -5136986.000000 Penalty: 1087.992065
	Iteration 13Q: 3 clusters Score -5136986 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153466 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -5138724.500000 Penalty: 1087.992065
	Iteration 14Q: 3 clusters Score -5138724 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154550 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5139510.000000 Penalty: 1087.992065
	Iteration 15Q: 3 clusters Score -5139510 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155047 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -5139850.500000 Penalty: 1087.992065
	Iteration 16Q: 3 clusters Score -5139850 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155253 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5140023.000000 Penalty: 1087.992065
	Iteration 17Q: 3 clusters Score -5140023 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155335 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5140149.000000 Penalty: 1087.992065
	Iteration 18Q: 3 clusters Score -5140149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155344 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5140264.000000 Penalty: 1087.992065
	Iteration 19Q: 3 clusters Score -5140264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155322 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -5140344.000000 Penalty: 1087.992065
	Iteration 20F: 3 clusters Score -5140344 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155282 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -5140411.500000 Penalty: 1087.992065
	Iteration 21Q: 3 clusters Score -5140412 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155252 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5140455.000000 Penalty: 1087.992065
	Iteration 22Q: 3 clusters Score -5140455 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155225 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -5140491.000000 Penalty: 1087.992065
	Iteration 23Q: 3 clusters Score -5140491 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155197 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5140522.000000 Penalty: 1087.992065
	Iteration 24Q: 3 clusters Score -5140522 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155186 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5140527.000000 Penalty: 1087.992065
	Iteration 25Q: 3 clusters Score -5140527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155176 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5140541.000000 Penalty: 1087.992065
	Iteration 26Q: 3 clusters Score -5140541 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155171 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5140549.500000 Penalty: 1087.992065
	Iteration 27Q: 3 clusters Score -5140550 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155166 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5140550.500000 Penalty: 1087.992065
	Iteration 28Q: 3 clusters Score -5140550 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155163 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5140566.000000 Penalty: 1087.992065
	Iteration 29Q: 3 clusters Score -5140566 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155165 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5140574.000000 Penalty: 1087.992065
	Iteration 30Q: 3 clusters Score -5140574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155168 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5140576.000000 Penalty: 1087.992065
	Iteration 31Q: 3 clusters Score -5140576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155168 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -5140576.500000 Penalty: 1087.992065
	Iteration 32Q: 3 clusters Score -5140576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5140578.000000 Penalty: 1087.992065
	Iteration 33Q: 3 clusters Score -5140578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5140578.000000 Penalty: 1087.992065
	Iteration 34F: 3 clusters Score -5140578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 119400 members 
Mstep: Class 6 contains 12785 members 
Mstep: Class 7 contains 31498 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 19473 members 
Mstep: Class 10 contains 7268 members 
Mstep: Class 12 contains 12374 members 
Mstep: Class 13 contains 31865 members 
Mstep: Class 14 contains 71076 members 
Mstep: Class 15 contains 29731 members 
Mstep: Class 16 contains 8073 members 
Mstep: Class 17 contains 7038 members 
Mstep: Class 18 contains 7566 members 
Mstep: Class 19 contains 1139 members 
Entering Unmasked Estep 
Score: -15721597.000000 Penalty: 10185.094727
Splitting cluster 1 changes total score from -15721290.000000 to -15721597.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -66857.859375 Penalty: 348.962036
	Iteration 0F: 2 clusters Score -66857.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -65338.507812 Penalty: 697.924072
	Iteration 0F: 3 clusters Score -65338.51 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -65848.898438 Penalty: 697.924072
	Iteration 1F: 3 clusters Score -65848.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -65950.187500 Penalty: 697.924072
	Iteration 2F: 3 clusters Score -65950.19 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -66026.992188 Penalty: 697.924072
	Iteration 3F: 3 clusters Score -66026.99 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -66076.250000 Penalty: 697.924072
	Iteration 4Q: 3 clusters Score -66076.25 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -66125.375000 Penalty: 697.924072
	Iteration 5Q: 3 clusters Score -66125.38 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -66167.726562 Penalty: 697.924072
	Iteration 6Q: 3 clusters Score -66167.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -66209.773438 Penalty: 697.924072
	Iteration 7Q: 3 clusters Score -66209.77 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -66287.890625 Penalty: 697.924072
	Iteration 8Q: 3 clusters Score -66287.89 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -66338.671875 Penalty: 697.924072
	Iteration 9Q: 3 clusters Score -66338.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -66374.484375 Penalty: 697.924072
	Iteration 10Q: 3 clusters Score -66374.48 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -66406.843750 Penalty: 697.924072
	Iteration 11Q: 3 clusters Score -66406.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -66433.390625 Penalty: 697.924072
	Iteration 12Q: 3 clusters Score -66433.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -66445.937500 Penalty: 697.924072
	Iteration 13Q: 3 clusters Score -66445.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -66457.398438 Penalty: 697.924072
	Iteration 14Q: 3 clusters Score -66457.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -66469.968750 Penalty: 697.924072
	Iteration 15Q: 3 clusters Score -66469.97 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -66482.617188 Penalty: 697.924072
	Iteration 16Q: 3 clusters Score -66482.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66493.109375 Penalty: 697.924072
	Iteration 17Q: 3 clusters Score -66493.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -66502.171875 Penalty: 697.924072
	Iteration 18Q: 3 clusters Score -66502.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -66512.320312 Penalty: 697.924072
	Iteration 19Q: 3 clusters Score -66512.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -66525.726562 Penalty: 697.924072
	Iteration 20F: 3 clusters Score -66525.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66539.226562 Penalty: 697.924072
	Iteration 21Q: 3 clusters Score -66539.23 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -66551.117188 Penalty: 697.924072
	Iteration 22Q: 3 clusters Score -66551.12 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66558.617188 Penalty: 697.924072
	Iteration 23Q: 3 clusters Score -66558.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66563.250000 Penalty: 697.924072
	Iteration 24Q: 3 clusters Score -66563.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66567.625000 Penalty: 697.924072
	Iteration 25Q: 3 clusters Score -66567.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -66574.101562 Penalty: 697.924072
	Iteration 26Q: 3 clusters Score -66574.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66579.632812 Penalty: 697.924072
	Iteration 27Q: 3 clusters Score -66579.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -66586.039062 Penalty: 697.924072
	Iteration 28Q: 3 clusters Score -66586.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -66587.273438 Penalty: 697.924072
	Iteration 29Q: 3 clusters Score -66587.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66587.460938 Penalty: 697.924072
	Iteration 30Q: 3 clusters Score -66587.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -66587.460938 Penalty: 697.924072
	Iteration 31F: 3 clusters Score -66587.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (119400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119400 members 
Entering Unmasked Estep 
Score: -3931252.750000 Penalty: 531.905640
	Iteration 0F: 2 clusters Score -3931253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -3850332.500000 Penalty: 1063.811279
	Iteration 0F: 3 clusters Score -3850332 nChanged 58594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 55416 members 
Entering Unmasked Estep 
Score: -3886898.000000 Penalty: 1063.811279
	Iteration 1F: 3 clusters Score -3886898 nChanged 5826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 52640 members 
Entering Unmasked Estep 
Score: -3889733.750000 Penalty: 1063.811279
	Iteration 2Q: 3 clusters Score -3889734 nChanged 6982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70394 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -3894347.250000 Penalty: 1063.811279
	Iteration 3F: 3 clusters Score -3894347 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74589 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -3900574.500000 Penalty: 1063.811279
	Iteration 4F: 3 clusters Score -3900574 nChanged 7674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78425 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -3906614.000000 Penalty: 1063.811279
	Iteration 5F: 3 clusters Score -3906614 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81083 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -3910570.750000 Penalty: 1063.811279
	Iteration 6F: 3 clusters Score -3910571 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83202 members 
Mstep: Class 2 contains 36198 members 
Entering Unmasked Estep 
Score: -3912472.750000 Penalty: 1063.811279
	Iteration 7Q: 3 clusters Score -3912473 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85194 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -3913378.000000 Penalty: 1063.811279
	Iteration 8Q: 3 clusters Score -3913378 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87261 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -3914003.000000 Penalty: 1063.811279
	Iteration 9Q: 3 clusters Score -3914003 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89451 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -3914704.250000 Penalty: 1063.811279
	Iteration 10Q: 3 clusters Score -3914704 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91816 members 
Mstep: Class 2 contains 27584 members 
Entering Unmasked Estep 
Score: -3915483.250000 Penalty: 1063.811279
	Iteration 11Q: 3 clusters Score -3915483 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94301 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -3916422.250000 Penalty: 1063.811279
	Iteration 12Q: 3 clusters Score -3916422 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96951 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -3917454.000000 Penalty: 1063.811279
	Iteration 13Q: 3 clusters Score -3917454 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99561 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -3918558.000000 Penalty: 1063.811279
	Iteration 14Q: 3 clusters Score -3918558 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102214 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -3919803.500000 Penalty: 1063.811279
	Iteration 15Q: 3 clusters Score -3919804 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104810 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -3921145.000000 Penalty: 1063.811279
	Iteration 16Q: 3 clusters Score -3921145 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107382 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -3922554.250000 Penalty: 1063.811279
	Iteration 17Q: 3 clusters Score -3922554 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109836 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -3924075.500000 Penalty: 1063.811279
	Iteration 18Q: 3 clusters Score -3924076 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112026 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -3925486.250000 Penalty: 1063.811279
	Iteration 19Q: 3 clusters Score -3925486 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114005 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -3926835.750000 Penalty: 1063.811279
	Iteration 20F: 3 clusters Score -3926836 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115692 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -3928121.500000 Penalty: 1063.811279
	Iteration 21Q: 3 clusters Score -3928122 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117041 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3929105.500000 Penalty: 1063.811279
	Iteration 22Q: 3 clusters Score -3929106 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118030 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -3929879.500000 Penalty: 1063.811279
	Iteration 23Q: 3 clusters Score -3929880 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118692 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3930404.750000 Penalty: 1063.811279
	Iteration 24Q: 3 clusters Score -3930405 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119020 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3930644.250000 Penalty: 1063.811279
	Iteration 25Q: 3 clusters Score -3930644 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3930748.000000 Penalty: 1063.811279
	Iteration 26Q: 3 clusters Score -3930748 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119205 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -3930798.500000 Penalty: 1063.811279
	Iteration 27Q: 3 clusters Score -3930798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119220 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -3930820.750000 Penalty: 1063.811279
	Iteration 28Q: 3 clusters Score -3930821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119233 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -3930831.250000 Penalty: 1063.811279
	Iteration 29Q: 3 clusters Score -3930831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119236 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -3930829.750000 Penalty: 1063.811279
	Iteration 30Q: 3 clusters Score -3930830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119238 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3930831.500000 Penalty: 1063.811279
	Iteration 31Q: 3 clusters Score -3930832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119239 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -3930835.000000 Penalty: 1063.811279
	Iteration 32Q: 3 clusters Score -3930835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119241 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -3930839.000000 Penalty: 1063.811279
	Iteration 33Q: 3 clusters Score -3930839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119248 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -3930842.500000 Penalty: 1063.811279
	Iteration 34Q: 3 clusters Score -3930842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119249 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -3930847.500000 Penalty: 1063.811279
	Iteration 35Q: 3 clusters Score -3930848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119250 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3930847.750000 Penalty: 1063.811279
	Iteration 36Q: 3 clusters Score -3930848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119250 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -3930853.000000 Penalty: 1063.811279
	Iteration 37Q: 3 clusters Score -3930853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119253 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -3930854.750000 Penalty: 1063.811279
	Iteration 38Q: 3 clusters Score -3930855 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119255 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -3930850.250000 Penalty: 1063.811279
	Iteration 39Q: 3 clusters Score -3930850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119258 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3930856.250000 Penalty: 1063.811279
	Iteration 40F: 3 clusters Score -3930856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119259 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3930856.750000 Penalty: 1063.811279
	Iteration 41Q: 3 clusters Score -3930857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119259 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3930859.500000 Penalty: 1063.811279
	Iteration 42Q: 3 clusters Score -3930860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119260 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3930858.000000 Penalty: 1063.811279
	Iteration 43Q: 3 clusters Score -3930858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119259 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3930859.250000 Penalty: 1063.811279
	Iteration 44Q: 3 clusters Score -3930859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119260 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -3930860.000000 Penalty: 1063.811279
	Iteration 45Q: 3 clusters Score -3930860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119259 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3930858.750000 Penalty: 1063.811279
	Iteration 46Q: 3 clusters Score -3930859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119258 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -3930859.500000 Penalty: 1063.811279
	Iteration 47Q: 3 clusters Score -3930860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119259 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3930862.750000 Penalty: 1063.811279
	Iteration 48Q: 3 clusters Score -3930863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119259 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3930866.500000 Penalty: 1063.811279
	Iteration 49Q: 3 clusters Score -3930866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119259 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -3930866.500000 Penalty: 1063.811279
	Iteration 50F: 3 clusters Score -3930866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (12785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Entering Unmasked Estep 
Score: -373262.187500 Penalty: 430.249268
	Iteration 0F: 2 clusters Score -373262.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -364639.531250 Penalty: 860.498535
	Iteration 0F: 3 clusters Score -364639.5 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -368304.937500 Penalty: 860.498535
	Iteration 1F: 3 clusters Score -368304.9 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -368945.437500 Penalty: 860.498535
	Iteration 2F: 3 clusters Score -368945.4 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -369928.750000 Penalty: 860.498535
	Iteration 3F: 3 clusters Score -369928.8 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -371364.562500 Penalty: 860.498535
	Iteration 4F: 3 clusters Score -371364.6 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -372795.406250 Penalty: 860.498535
	Iteration 5F: 3 clusters Score -372795.4 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -373662.437500 Penalty: 860.498535
	Iteration 6F: 3 clusters Score -373662.4 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -374096.187500 Penalty: 860.498535
	Iteration 7Q: 3 clusters Score -374096.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -374350.843750 Penalty: 860.498535
	Iteration 8Q: 3 clusters Score -374350.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -374557.218750 Penalty: 860.498535
	Iteration 9Q: 3 clusters Score -374557.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -374723.062500 Penalty: 860.498535
	Iteration 10Q: 3 clusters Score -374723.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -374817.750000 Penalty: 860.498535
	Iteration 11Q: 3 clusters Score -374817.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -374879.437500 Penalty: 860.498535
	Iteration 12Q: 3 clusters Score -374879.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -374909.906250 Penalty: 860.498535
	Iteration 13Q: 3 clusters Score -374909.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -374936.093750 Penalty: 860.498535
	Iteration 14Q: 3 clusters Score -374936.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -374965.156250 Penalty: 860.498535
	Iteration 15Q: 3 clusters Score -374965.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -374993.500000 Penalty: 860.498535
	Iteration 16Q: 3 clusters Score -374993.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -375013.093750 Penalty: 860.498535
	Iteration 17Q: 3 clusters Score -375013.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -375027.531250 Penalty: 860.498535
	Iteration 18Q: 3 clusters Score -375027.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -375037.562500 Penalty: 860.498535
	Iteration 19Q: 3 clusters Score -375037.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -375056.218750 Penalty: 860.498535
	Iteration 20F: 3 clusters Score -375056.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -375068.375000 Penalty: 860.498535
	Iteration 21Q: 3 clusters Score -375068.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -375080.593750 Penalty: 860.498535
	Iteration 22Q: 3 clusters Score -375080.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -375089.437500 Penalty: 860.498535
	Iteration 23Q: 3 clusters Score -375089.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -375096.625000 Penalty: 860.498535
	Iteration 24Q: 3 clusters Score -375096.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -375098.281250 Penalty: 860.498535
	Iteration 25Q: 3 clusters Score -375098.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -375099.250000 Penalty: 860.498535
	Iteration 26Q: 3 clusters Score -375099.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -375099.875000 Penalty: 860.498535
	Iteration 27Q: 3 clusters Score -375099.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -375101.187500 Penalty: 860.498535
	Iteration 28Q: 3 clusters Score -375101.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -375103.062500 Penalty: 860.498535
	Iteration 29Q: 3 clusters Score -375103.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -375102.562500 Penalty: 860.498535
	Iteration 30Q: 3 clusters Score -375102.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -375101.968750 Penalty: 860.498535
	Iteration 31Q: 3 clusters Score -375102 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -375101.875000 Penalty: 860.498535
	Iteration 32Q: 3 clusters Score -375101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -375101.875000 Penalty: 860.498535
	Iteration 33F: 3 clusters Score -375101.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 3 contains 6329 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 119400 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 31498 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 19473 members 
Mstep: Class 10 contains 7268 members 
Mstep: Class 12 contains 12374 members 
Mstep: Class 13 contains 31865 members 
Mstep: Class 14 contains 71076 members 
Mstep: Class 15 contains 29731 members 
Mstep: Class 16 contains 8073 members 
Mstep: Class 17 contains 7038 members 
Mstep: Class 18 contains 7566 members 
Mstep: Class 19 contains 1139 members 
Entering Unmasked Estep 
Score: -15723196.000000 Penalty: 10784.217773
Splitting cluster 6 changes total score from -15721290.000000 to -15723196.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 7 (31498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Entering Unmasked Estep 
Score: -1005876.000000 Penalty: 471.274414
	Iteration 0F: 2 clusters Score -1005876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -984885.062500 Penalty: 942.548828
	Iteration 0F: 3 clusters Score -984885.1 nChanged 14985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -993727.562500 Penalty: 942.548828
	Iteration 1F: 3 clusters Score -993727.6 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -994303.687500 Penalty: 942.548828
	Iteration 2Q: 3 clusters Score -994303.7 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19405 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -995131.750000 Penalty: 942.548828
	Iteration 3F: 3 clusters Score -995131.8 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -996271.000000 Penalty: 942.548828
	Iteration 4F: 3 clusters Score -996271 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -997803.937500 Penalty: 942.548828
	Iteration 5F: 3 clusters Score -997803.9 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25493 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -999749.937500 Penalty: 942.548828
	Iteration 6F: 3 clusters Score -999749.9 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1001886.812500 Penalty: 942.548828
	Iteration 7F: 3 clusters Score -1001887 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29587 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1003687.625000 Penalty: 942.548828
	Iteration 8F: 3 clusters Score -1003688 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1004754.250000 Penalty: 942.548828
	Iteration 9Q: 3 clusters Score -1004754 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1005186.937500 Penalty: 942.548828
	Iteration 10Q: 3 clusters Score -1005187 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -1005335.312500 Penalty: 942.548828
	Iteration 11Q: 3 clusters Score -1005335 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1005404.750000 Penalty: 942.548828
	Iteration 12Q: 3 clusters Score -1005405 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -1005438.562500 Penalty: 942.548828
	Iteration 13Q: 3 clusters Score -1005439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -1005443.500000 Penalty: 942.548828
	Iteration 14Q: 3 clusters Score -1005444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31448 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -1005447.812500 Penalty: 942.548828
	Iteration 15Q: 3 clusters Score -1005448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -1005453.875000 Penalty: 942.548828
	Iteration 16Q: 3 clusters Score -1005454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -1005456.000000 Penalty: 942.548828
	Iteration 17Q: 3 clusters Score -1005456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1005456.500000 Penalty: 942.548828
	Iteration 18Q: 3 clusters Score -1005456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -1005456.500000 Penalty: 942.548828
	Iteration 19F: 3 clusters Score -1005456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Entering Unmasked Estep 
Score: -197503.265625 Penalty: 394.699280
	Iteration 0F: 2 clusters Score -197503.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -193475.062500 Penalty: 789.398560
	Iteration 0F: 3 clusters Score -193475.1 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -195147.562500 Penalty: 789.398560
	Iteration 1F: 3 clusters Score -195147.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -195502.062500 Penalty: 789.398560
	Iteration 2F: 3 clusters Score -195502.1 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -195915.015625 Penalty: 789.398560
	Iteration 3F: 3 clusters Score -195915 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -196351.843750 Penalty: 789.398560
	Iteration 4F: 3 clusters Score -196351.8 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -196692.828125 Penalty: 789.398560
	Iteration 5F: 3 clusters Score -196692.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -196841.234375 Penalty: 789.398560
	Iteration 6Q: 3 clusters Score -196841.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -196884.062500 Penalty: 789.398560
	Iteration 7Q: 3 clusters Score -196884.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -196918.171875 Penalty: 789.398560
	Iteration 8Q: 3 clusters Score -196918.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -196950.328125 Penalty: 789.398560
	Iteration 9Q: 3 clusters Score -196950.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -196974.578125 Penalty: 789.398560
	Iteration 10Q: 3 clusters Score -196974.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -196997.234375 Penalty: 789.398560
	Iteration 11Q: 3 clusters Score -196997.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -197018.171875 Penalty: 789.398560
	Iteration 12Q: 3 clusters Score -197018.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -197030.375000 Penalty: 789.398560
	Iteration 13Q: 3 clusters Score -197030.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -197042.078125 Penalty: 789.398560
	Iteration 14Q: 3 clusters Score -197042.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -197053.765625 Penalty: 789.398560
	Iteration 15Q: 3 clusters Score -197053.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -197067.796875 Penalty: 789.398560
	Iteration 16Q: 3 clusters Score -197067.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -197079.312500 Penalty: 789.398560
	Iteration 17Q: 3 clusters Score -197079.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -197086.437500 Penalty: 789.398560
	Iteration 18Q: 3 clusters Score -197086.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -197093.546875 Penalty: 789.398560
	Iteration 19Q: 3 clusters Score -197093.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -197100.593750 Penalty: 789.398560
	Iteration 20F: 3 clusters Score -197100.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -197106.406250 Penalty: 789.398560
	Iteration 21Q: 3 clusters Score -197106.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -197110.671875 Penalty: 789.398560
	Iteration 22Q: 3 clusters Score -197110.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -197113.046875 Penalty: 789.398560
	Iteration 23Q: 3 clusters Score -197113 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -197115.203125 Penalty: 789.398560
	Iteration 24Q: 3 clusters Score -197115.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -197117.265625 Penalty: 789.398560
	Iteration 25Q: 3 clusters Score -197117.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -197118.406250 Penalty: 789.398560
	Iteration 26Q: 3 clusters Score -197118.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -197119.500000 Penalty: 789.398560
	Iteration 27Q: 3 clusters Score -197119.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -197122.031250 Penalty: 789.398560
	Iteration 28Q: 3 clusters Score -197122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -197123.046875 Penalty: 789.398560
	Iteration 29Q: 3 clusters Score -197123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -197123.703125 Penalty: 789.398560
	Iteration 30Q: 3 clusters Score -197123.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -197123.921875 Penalty: 789.398560
	Iteration 31Q: 3 clusters Score -197123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -197124.171875 Penalty: 789.398560
	Iteration 32Q: 3 clusters Score -197124.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -197124.171875 Penalty: 789.398560
	Iteration 33F: 3 clusters Score -197124.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Entering Unmasked Estep 
Score: -631748.250000 Penalty: 449.393677
	Iteration 0F: 2 clusters Score -631748.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -618947.562500 Penalty: 898.787354
	Iteration 0F: 3 clusters Score -618947.6 nChanged 9241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -625151.000000 Penalty: 898.787354
	Iteration 1F: 3 clusters Score -625151 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -625962.437500 Penalty: 898.787354
	Iteration 2F: 3 clusters Score -625962.4 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -626735.500000 Penalty: 898.787354
	Iteration 3F: 3 clusters Score -626735.5 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -627453.625000 Penalty: 898.787354
	Iteration 4F: 3 clusters Score -627453.6 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -628123.687500 Penalty: 898.787354
	Iteration 5F: 3 clusters Score -628123.7 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -628744.187500 Penalty: 898.787354
	Iteration 6Q: 3 clusters Score -628744.2 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -629339.937500 Penalty: 898.787354
	Iteration 7Q: 3 clusters Score -629339.9 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -629871.812500 Penalty: 898.787354
	Iteration 8Q: 3 clusters Score -629871.8 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -630209.500000 Penalty: 898.787354
	Iteration 9Q: 3 clusters Score -630209.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -630394.937500 Penalty: 898.787354
	Iteration 10Q: 3 clusters Score -630394.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -630501.875000 Penalty: 898.787354
	Iteration 11Q: 3 clusters Score -630501.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -630568.187500 Penalty: 898.787354
	Iteration 12Q: 3 clusters Score -630568.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -630621.125000 Penalty: 898.787354
	Iteration 13Q: 3 clusters Score -630621.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -630661.187500 Penalty: 898.787354
	Iteration 14Q: 3 clusters Score -630661.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -630693.625000 Penalty: 898.787354
	Iteration 15Q: 3 clusters Score -630693.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -630729.312500 Penalty: 898.787354
	Iteration 16Q: 3 clusters Score -630729.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -630763.812500 Penalty: 898.787354
	Iteration 17Q: 3 clusters Score -630763.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -630798.250000 Penalty: 898.787354
	Iteration 18Q: 3 clusters Score -630798.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -630830.187500 Penalty: 898.787354
	Iteration 19Q: 3 clusters Score -630830.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -630865.062500 Penalty: 898.787354
	Iteration 20F: 3 clusters Score -630865.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -630904.250000 Penalty: 898.787354
	Iteration 21Q: 3 clusters Score -630904.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -630947.312500 Penalty: 898.787354
	Iteration 22Q: 3 clusters Score -630947.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -630978.875000 Penalty: 898.787354
	Iteration 23Q: 3 clusters Score -630978.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -631014.625000 Penalty: 898.787354
	Iteration 24Q: 3 clusters Score -631014.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -631044.062500 Penalty: 898.787354
	Iteration 25Q: 3 clusters Score -631044.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -631067.812500 Penalty: 898.787354
	Iteration 26Q: 3 clusters Score -631067.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -631086.750000 Penalty: 898.787354
	Iteration 27Q: 3 clusters Score -631086.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -631108.000000 Penalty: 898.787354
	Iteration 28Q: 3 clusters Score -631108 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -631124.375000 Penalty: 898.787354
	Iteration 29Q: 3 clusters Score -631124.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -631140.812500 Penalty: 898.787354
	Iteration 30Q: 3 clusters Score -631140.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -631160.812500 Penalty: 898.787354
	Iteration 31Q: 3 clusters Score -631160.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -631174.312500 Penalty: 898.787354
	Iteration 32Q: 3 clusters Score -631174.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -631187.375000 Penalty: 898.787354
	Iteration 33Q: 3 clusters Score -631187.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 17539 members 
Entering Unmasked Estep 
Score: -631196.937500 Penalty: 898.787354
	Iteration 34Q: 3 clusters Score -631196.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -631202.937500 Penalty: 898.787354
	Iteration 35Q: 3 clusters Score -631202.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -631208.937500 Penalty: 898.787354
	Iteration 36Q: 3 clusters Score -631208.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -631211.375000 Penalty: 898.787354
	Iteration 37Q: 3 clusters Score -631211.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -631217.687500 Penalty: 898.787354
	Iteration 38Q: 3 clusters Score -631217.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -631221.250000 Penalty: 898.787354
	Iteration 39Q: 3 clusters Score -631221.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -631226.312500 Penalty: 898.787354
	Iteration 40F: 3 clusters Score -631226.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -631230.312500 Penalty: 898.787354
	Iteration 41Q: 3 clusters Score -631230.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -631235.250000 Penalty: 898.787354
	Iteration 42Q: 3 clusters Score -631235.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -631239.000000 Penalty: 898.787354
	Iteration 43Q: 3 clusters Score -631239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -631241.312500 Penalty: 898.787354
	Iteration 44Q: 3 clusters Score -631241.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -631244.625000 Penalty: 898.787354
	Iteration 45Q: 3 clusters Score -631244.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -631249.875000 Penalty: 898.787354
	Iteration 46Q: 3 clusters Score -631249.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -631251.437500 Penalty: 898.787354
	Iteration 47Q: 3 clusters Score -631251.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -631256.875000 Penalty: 898.787354
	Iteration 48Q: 3 clusters Score -631256.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -631262.437500 Penalty: 898.787354
	Iteration 49Q: 3 clusters Score -631262.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -631265.750000 Penalty: 898.787354
	Iteration 50Q: 3 clusters Score -631265.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -631273.812500 Penalty: 898.787354
	Iteration 51Q: 3 clusters Score -631273.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -631277.562500 Penalty: 898.787354
	Iteration 52Q: 3 clusters Score -631277.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -631281.062500 Penalty: 898.787354
	Iteration 53Q: 3 clusters Score -631281.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -631285.312500 Penalty: 898.787354
	Iteration 54Q: 3 clusters Score -631285.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -631293.062500 Penalty: 898.787354
	Iteration 55Q: 3 clusters Score -631293.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -631298.312500 Penalty: 898.787354
	Iteration 56Q: 3 clusters Score -631298.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -631299.750000 Penalty: 898.787354
	Iteration 57Q: 3 clusters Score -631299.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -631305.000000 Penalty: 898.787354
	Iteration 58Q: 3 clusters Score -631305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -631308.062500 Penalty: 898.787354
	Iteration 59Q: 3 clusters Score -631308.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -631312.562500 Penalty: 898.787354
	Iteration 60F: 3 clusters Score -631312.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -631318.062500 Penalty: 898.787354
	Iteration 61Q: 3 clusters Score -631318.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -631321.625000 Penalty: 898.787354
	Iteration 62Q: 3 clusters Score -631321.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -631326.625000 Penalty: 898.787354
	Iteration 63Q: 3 clusters Score -631326.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -631328.187500 Penalty: 898.787354
	Iteration 64Q: 3 clusters Score -631328.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -631330.937500 Penalty: 898.787354
	Iteration 65Q: 3 clusters Score -631330.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -631334.125000 Penalty: 898.787354
	Iteration 66Q: 3 clusters Score -631334.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -631339.687500 Penalty: 898.787354
	Iteration 67Q: 3 clusters Score -631339.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -631345.187500 Penalty: 898.787354
	Iteration 68Q: 3 clusters Score -631345.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -631348.937500 Penalty: 898.787354
	Iteration 69Q: 3 clusters Score -631348.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -631351.375000 Penalty: 898.787354
	Iteration 70Q: 3 clusters Score -631351.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -631355.000000 Penalty: 898.787354
	Iteration 71Q: 3 clusters Score -631355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -631355.312500 Penalty: 898.787354
	Iteration 72Q: 3 clusters Score -631355.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -631356.250000 Penalty: 898.787354
	Iteration 73Q: 3 clusters Score -631356.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -631356.500000 Penalty: 898.787354
	Iteration 74Q: 3 clusters Score -631356.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -631356.750000 Penalty: 898.787354
	Iteration 75Q: 3 clusters Score -631356.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -631356.000000 Penalty: 898.787354
	Iteration 76Q: 3 clusters Score -631356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -631357.500000 Penalty: 898.787354
	Iteration 77Q: 3 clusters Score -631357.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -631358.687500 Penalty: 898.787354
	Iteration 78Q: 3 clusters Score -631358.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -631360.437500 Penalty: 898.787354
	Iteration 79Q: 3 clusters Score -631360.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -631359.812500 Penalty: 898.787354
	Iteration 80F: 3 clusters Score -631359.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -631360.625000 Penalty: 898.787354
	Iteration 81Q: 3 clusters Score -631360.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -631361.375000 Penalty: 898.787354
	Iteration 82Q: 3 clusters Score -631361.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -631361.750000 Penalty: 898.787354
	Iteration 83Q: 3 clusters Score -631361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -631361.250000 Penalty: 898.787354
	Iteration 84Q: 3 clusters Score -631361.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -631362.312500 Penalty: 898.787354
	Iteration 85Q: 3 clusters Score -631362.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -631363.250000 Penalty: 898.787354
	Iteration 86Q: 3 clusters Score -631363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -631363.750000 Penalty: 898.787354
	Iteration 87Q: 3 clusters Score -631363.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -631363.937500 Penalty: 898.787354
	Iteration 88Q: 3 clusters Score -631363.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -631363.937500 Penalty: 898.787354
	Iteration 89F: 3 clusters Score -631363.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Entering Unmasked Estep 
Score: -217405.296875 Penalty: 404.551239
	Iteration 0F: 2 clusters Score -217405.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -212613.343750 Penalty: 809.102478
	Iteration 0F: 3 clusters Score -212613.3 nChanged 3324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -215151.125000 Penalty: 809.102478
	Iteration 1F: 3 clusters Score -215151.1 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -215845.328125 Penalty: 809.102478
	Iteration 2F: 3 clusters Score -215845.3 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -216385.531250 Penalty: 809.102478
	Iteration 3F: 3 clusters Score -216385.5 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -216745.687500 Penalty: 809.102478
	Iteration 4F: 3 clusters Score -216745.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -216994.359375 Penalty: 809.102478
	Iteration 5Q: 3 clusters Score -216994.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -217137.203125 Penalty: 809.102478
	Iteration 6Q: 3 clusters Score -217137.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -217228.234375 Penalty: 809.102478
	Iteration 7Q: 3 clusters Score -217228.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -217282.937500 Penalty: 809.102478
	Iteration 8Q: 3 clusters Score -217282.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -217317.234375 Penalty: 809.102478
	Iteration 9Q: 3 clusters Score -217317.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -217351.656250 Penalty: 809.102478
	Iteration 10Q: 3 clusters Score -217351.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -217367.656250 Penalty: 809.102478
	Iteration 11Q: 3 clusters Score -217367.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -217379.625000 Penalty: 809.102478
	Iteration 12Q: 3 clusters Score -217379.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -217392.515625 Penalty: 809.102478
	Iteration 13Q: 3 clusters Score -217392.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -217401.218750 Penalty: 809.102478
	Iteration 14Q: 3 clusters Score -217401.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -217406.140625 Penalty: 809.102478
	Iteration 15Q: 3 clusters Score -217406.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -217411.421875 Penalty: 809.102478
	Iteration 16Q: 3 clusters Score -217411.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -217420.312500 Penalty: 809.102478
	Iteration 17Q: 3 clusters Score -217420.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -217429.171875 Penalty: 809.102478
	Iteration 18Q: 3 clusters Score -217429.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -217432.453125 Penalty: 809.102478
	Iteration 19Q: 3 clusters Score -217432.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -217435.046875 Penalty: 809.102478
	Iteration 20F: 3 clusters Score -217435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -217438.234375 Penalty: 809.102478
	Iteration 21Q: 3 clusters Score -217438.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -217440.140625 Penalty: 809.102478
	Iteration 22Q: 3 clusters Score -217440.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -217441.468750 Penalty: 809.102478
	Iteration 23Q: 3 clusters Score -217441.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -217444.734375 Penalty: 809.102478
	Iteration 24Q: 3 clusters Score -217444.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -217447.171875 Penalty: 809.102478
	Iteration 25Q: 3 clusters Score -217447.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -217448.625000 Penalty: 809.102478
	Iteration 26Q: 3 clusters Score -217448.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -217448.703125 Penalty: 809.102478
	Iteration 27Q: 3 clusters Score -217448.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -217448.703125 Penalty: 809.102478
	Iteration 28F: 3 clusters Score -217448.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 3 contains 6329 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 119400 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 31498 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 19473 members 
Mstep: Class 10 contains 697 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 12374 members 
Mstep: Class 13 contains 31865 members 
Mstep: Class 14 contains 71076 members 
Mstep: Class 15 contains 29731 members 
Mstep: Class 16 contains 8073 members 
Mstep: Class 17 contains 7038 members 
Mstep: Class 18 contains 7566 members 
Mstep: Class 19 contains 1139 members 
Entering Unmasked Estep 
Score: -15723069.000000 Penalty: 11383.340820
Splitting cluster 10 changes total score from -15721290.000000 to -15723069.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 12 (12374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Entering Unmasked Estep 
Score: -417634.937500 Penalty: 428.762573
	Iteration 0F: 2 clusters Score -417634.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -409386.500000 Penalty: 857.525146
	Iteration 0F: 3 clusters Score -409386.5 nChanged 5727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -412885.062500 Penalty: 857.525146
	Iteration 1F: 3 clusters Score -412885.1 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -413241.187500 Penalty: 857.525146
	Iteration 2F: 3 clusters Score -413241.2 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -413777.156250 Penalty: 857.525146
	Iteration 3F: 3 clusters Score -413777.2 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -414551.406250 Penalty: 857.525146
	Iteration 4F: 3 clusters Score -414551.4 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -415399.687500 Penalty: 857.525146
	Iteration 5F: 3 clusters Score -415399.7 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -416190.000000 Penalty: 857.525146
	Iteration 6F: 3 clusters Score -416190 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -416725.531250 Penalty: 857.525146
	Iteration 7Q: 3 clusters Score -416725.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -416998.531250 Penalty: 857.525146
	Iteration 8Q: 3 clusters Score -416998.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -417132.531250 Penalty: 857.525146
	Iteration 9Q: 3 clusters Score -417132.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -417190.343750 Penalty: 857.525146
	Iteration 10Q: 3 clusters Score -417190.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -417224.812500 Penalty: 857.525146
	Iteration 11Q: 3 clusters Score -417224.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -417245.906250 Penalty: 857.525146
	Iteration 12Q: 3 clusters Score -417245.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -417259.781250 Penalty: 857.525146
	Iteration 13Q: 3 clusters Score -417259.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -417275.031250 Penalty: 857.525146
	Iteration 14Q: 3 clusters Score -417275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -417282.093750 Penalty: 857.525146
	Iteration 15Q: 3 clusters Score -417282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -417292.062500 Penalty: 857.525146
	Iteration 16Q: 3 clusters Score -417292.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -417296.062500 Penalty: 857.525146
	Iteration 17Q: 3 clusters Score -417296.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -417296.250000 Penalty: 857.525146
	Iteration 18Q: 3 clusters Score -417296.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -417296.750000 Penalty: 857.525146
	Iteration 19Q: 3 clusters Score -417296.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -417296.750000 Penalty: 857.525146
	Iteration 20F: 3 clusters Score -417296.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Entering Unmasked Estep 
Score: -909242.937500 Penalty: 471.801483
	Iteration 0F: 2 clusters Score -909242.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -887842.625000 Penalty: 943.602966
	Iteration 0F: 3 clusters Score -887842.6 nChanged 15371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -897477.187500 Penalty: 943.602966
	Iteration 1F: 3 clusters Score -897477.2 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -898600.562500 Penalty: 943.602966
	Iteration 2F: 3 clusters Score -898600.6 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -900009.375000 Penalty: 943.602966
	Iteration 3F: 3 clusters Score -900009.4 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -901530.750000 Penalty: 943.602966
	Iteration 4F: 3 clusters Score -901530.8 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -903044.500000 Penalty: 943.602966
	Iteration 5F: 3 clusters Score -903044.5 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -904394.812500 Penalty: 943.602966
	Iteration 6F: 3 clusters Score -904394.8 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -905404.812500 Penalty: 943.602966
	Iteration 7Q: 3 clusters Score -905404.8 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -905966.375000 Penalty: 943.602966
	Iteration 8Q: 3 clusters Score -905966.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -906334.500000 Penalty: 943.602966
	Iteration 9Q: 3 clusters Score -906334.5 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -906644.437500 Penalty: 943.602966
	Iteration 10Q: 3 clusters Score -906644.4 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -906890.125000 Penalty: 943.602966
	Iteration 11Q: 3 clusters Score -906890.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27237 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -907109.312500 Penalty: 943.602966
	Iteration 12Q: 3 clusters Score -907109.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -907287.312500 Penalty: 943.602966
	Iteration 13Q: 3 clusters Score -907287.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -907452.437500 Penalty: 943.602966
	Iteration 14Q: 3 clusters Score -907452.4 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28478 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -907592.500000 Penalty: 943.602966
	Iteration 15Q: 3 clusters Score -907592.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -907711.062500 Penalty: 943.602966
	Iteration 16Q: 3 clusters Score -907711.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29151 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -907828.812500 Penalty: 943.602966
	Iteration 17Q: 3 clusters Score -907828.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29481 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -907956.125000 Penalty: 943.602966
	Iteration 18Q: 3 clusters Score -907956.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -908081.500000 Penalty: 943.602966
	Iteration 19Q: 3 clusters Score -908081.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -908210.562500 Penalty: 943.602966
	Iteration 20F: 3 clusters Score -908210.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -908325.500000 Penalty: 943.602966
	Iteration 21Q: 3 clusters Score -908325.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -908441.250000 Penalty: 943.602966
	Iteration 22Q: 3 clusters Score -908441.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30842 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -908547.125000 Penalty: 943.602966
	Iteration 23Q: 3 clusters Score -908547.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31033 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -908641.125000 Penalty: 943.602966
	Iteration 24Q: 3 clusters Score -908641.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -908732.125000 Penalty: 943.602966
	Iteration 25Q: 3 clusters Score -908732.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -908803.437500 Penalty: 943.602966
	Iteration 26Q: 3 clusters Score -908803.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -908849.125000 Penalty: 943.602966
	Iteration 27Q: 3 clusters Score -908849.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31490 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -908903.500000 Penalty: 943.602966
	Iteration 28Q: 3 clusters Score -908903.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -908939.625000 Penalty: 943.602966
	Iteration 29Q: 3 clusters Score -908939.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -908970.437500 Penalty: 943.602966
	Iteration 30Q: 3 clusters Score -908970.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31623 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -908993.875000 Penalty: 943.602966
	Iteration 31Q: 3 clusters Score -908993.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31640 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -909025.875000 Penalty: 943.602966
	Iteration 32Q: 3 clusters Score -909025.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -909041.312500 Penalty: 943.602966
	Iteration 33Q: 3 clusters Score -909041.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31658 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -909055.500000 Penalty: 943.602966
	Iteration 34Q: 3 clusters Score -909055.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -909070.187500 Penalty: 943.602966
	Iteration 35Q: 3 clusters Score -909070.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -909075.750000 Penalty: 943.602966
	Iteration 36Q: 3 clusters Score -909075.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -909079.375000 Penalty: 943.602966
	Iteration 37Q: 3 clusters Score -909079.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -909082.062500 Penalty: 943.602966
	Iteration 38Q: 3 clusters Score -909082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -909083.562500 Penalty: 943.602966
	Iteration 39Q: 3 clusters Score -909083.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -909086.875000 Penalty: 943.602966
	Iteration 40F: 3 clusters Score -909086.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -909087.750000 Penalty: 943.602966
	Iteration 41Q: 3 clusters Score -909087.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -909088.500000 Penalty: 943.602966
	Iteration 42Q: 3 clusters Score -909088.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -909088.812500 Penalty: 943.602966
	Iteration 43Q: 3 clusters Score -909088.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -909088.812500 Penalty: 943.602966
	Iteration 44F: 3 clusters Score -909088.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (71076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71076 members 
Entering Unmasked Estep 
Score: -2215237.000000 Penalty: 508.303467
	Iteration 0F: 2 clusters Score -2215237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35532 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -2167551.250000 Penalty: 1016.606934
	Iteration 0F: 3 clusters Score -2167551 nChanged 34668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -2190528.000000 Penalty: 1016.606934
	Iteration 1F: 3 clusters Score -2190528 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40821 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -2193397.250000 Penalty: 1016.606934
	Iteration 2F: 3 clusters Score -2193397 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 28168 members 
Entering Unmasked Estep 
Score: -2196677.000000 Penalty: 1016.606934
	Iteration 3F: 3 clusters Score -2196677 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -2199979.500000 Penalty: 1016.606934
	Iteration 4F: 3 clusters Score -2199980 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -2203168.250000 Penalty: 1016.606934
	Iteration 5F: 3 clusters Score -2203168 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47292 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -2205748.500000 Penalty: 1016.606934
	Iteration 6Q: 3 clusters Score -2205748 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -2207288.250000 Penalty: 1016.606934
	Iteration 7Q: 3 clusters Score -2207288 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2208111.750000 Penalty: 1016.606934
	Iteration 8Q: 3 clusters Score -2208112 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49246 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2208601.000000 Penalty: 1016.606934
	Iteration 9Q: 3 clusters Score -2208601 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49904 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -2208996.750000 Penalty: 1016.606934
	Iteration 10Q: 3 clusters Score -2208997 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50548 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2209345.750000 Penalty: 1016.606934
	Iteration 11Q: 3 clusters Score -2209346 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51205 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -2209674.250000 Penalty: 1016.606934
	Iteration 12Q: 3 clusters Score -2209674 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2210004.750000 Penalty: 1016.606934
	Iteration 13Q: 3 clusters Score -2210005 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52444 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -2210298.750000 Penalty: 1016.606934
	Iteration 14Q: 3 clusters Score -2210299 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2210609.000000 Penalty: 1016.606934
	Iteration 15Q: 3 clusters Score -2210609 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -2210833.500000 Penalty: 1016.606934
	Iteration 16Q: 3 clusters Score -2210834 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -2211023.500000 Penalty: 1016.606934
	Iteration 17Q: 3 clusters Score -2211024 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54644 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -2211162.250000 Penalty: 1016.606934
	Iteration 18Q: 3 clusters Score -2211162 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2211283.000000 Penalty: 1016.606934
	Iteration 19Q: 3 clusters Score -2211283 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55619 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -2211408.000000 Penalty: 1016.606934
	Iteration 20F: 3 clusters Score -2211408 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56124 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -2211567.000000 Penalty: 1016.606934
	Iteration 21Q: 3 clusters Score -2211567 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56570 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -2211662.750000 Penalty: 1016.606934
	Iteration 22Q: 3 clusters Score -2211663 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56973 members 
Mstep: Class 2 contains 14103 members 
Entering Unmasked Estep 
Score: -2211741.250000 Penalty: 1016.606934
	Iteration 23Q: 3 clusters Score -2211741 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57375 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -2211805.500000 Penalty: 1016.606934
	Iteration 24Q: 3 clusters Score -2211806 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57733 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2211851.500000 Penalty: 1016.606934
	Iteration 25Q: 3 clusters Score -2211852 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58074 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2211902.750000 Penalty: 1016.606934
	Iteration 26Q: 3 clusters Score -2211903 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2211958.750000 Penalty: 1016.606934
	Iteration 27Q: 3 clusters Score -2211959 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58785 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2211999.500000 Penalty: 1016.606934
	Iteration 28Q: 3 clusters Score -2212000 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59114 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2212030.750000 Penalty: 1016.606934
	Iteration 29Q: 3 clusters Score -2212031 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59444 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2212082.500000 Penalty: 1016.606934
	Iteration 30Q: 3 clusters Score -2212082 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59772 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2212139.500000 Penalty: 1016.606934
	Iteration 31Q: 3 clusters Score -2212140 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60104 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2212178.250000 Penalty: 1016.606934
	Iteration 32Q: 3 clusters Score -2212178 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60439 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2212227.250000 Penalty: 1016.606934
	Iteration 33Q: 3 clusters Score -2212227 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60785 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2212267.500000 Penalty: 1016.606934
	Iteration 34Q: 3 clusters Score -2212268 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61130 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2212328.750000 Penalty: 1016.606934
	Iteration 35Q: 3 clusters Score -2212329 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -2212366.500000 Penalty: 1016.606934
	Iteration 36Q: 3 clusters Score -2212366 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2212422.000000 Penalty: 1016.606934
	Iteration 37Q: 3 clusters Score -2212422 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62119 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -2212484.250000 Penalty: 1016.606934
	Iteration 38Q: 3 clusters Score -2212484 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62460 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -2212536.250000 Penalty: 1016.606934
	Iteration 39Q: 3 clusters Score -2212536 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62805 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2212601.750000 Penalty: 1016.606934
	Iteration 40F: 3 clusters Score -2212602 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63162 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2212676.250000 Penalty: 1016.606934
	Iteration 41Q: 3 clusters Score -2212676 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63529 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2212748.250000 Penalty: 1016.606934
	Iteration 42Q: 3 clusters Score -2212748 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63893 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2212833.500000 Penalty: 1016.606934
	Iteration 43Q: 3 clusters Score -2212834 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2212908.000000 Penalty: 1016.606934
	Iteration 44Q: 3 clusters Score -2212908 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64610 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -2212981.250000 Penalty: 1016.606934
	Iteration 45Q: 3 clusters Score -2212981 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64945 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2213054.250000 Penalty: 1016.606934
	Iteration 46Q: 3 clusters Score -2213054 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65297 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -2213143.000000 Penalty: 1016.606934
	Iteration 47Q: 3 clusters Score -2213143 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65641 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -2213228.250000 Penalty: 1016.606934
	Iteration 48Q: 3 clusters Score -2213228 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2213323.500000 Penalty: 1016.606934
	Iteration 49Q: 3 clusters Score -2213324 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66341 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -2213414.250000 Penalty: 1016.606934
	Iteration 50Q: 3 clusters Score -2213414 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66688 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -2213530.500000 Penalty: 1016.606934
	Iteration 51Q: 3 clusters Score -2213530 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -2213643.000000 Penalty: 1016.606934
	Iteration 52Q: 3 clusters Score -2213643 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67401 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -2213749.000000 Penalty: 1016.606934
	Iteration 53Q: 3 clusters Score -2213749 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2213855.500000 Penalty: 1016.606934
	Iteration 54Q: 3 clusters Score -2213856 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68052 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -2213968.250000 Penalty: 1016.606934
	Iteration 55Q: 3 clusters Score -2213968 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68328 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2214057.000000 Penalty: 1016.606934
	Iteration 56Q: 3 clusters Score -2214057 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68598 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2214148.250000 Penalty: 1016.606934
	Iteration 57Q: 3 clusters Score -2214148 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2214214.250000 Penalty: 1016.606934
	Iteration 58Q: 3 clusters Score -2214214 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69064 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2214295.750000 Penalty: 1016.606934
	Iteration 59Q: 3 clusters Score -2214296 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69280 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2214376.750000 Penalty: 1016.606934
	Iteration 60F: 3 clusters Score -2214377 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2214445.000000 Penalty: 1016.606934
	Iteration 61Q: 3 clusters Score -2214445 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69672 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2214527.250000 Penalty: 1016.606934
	Iteration 62Q: 3 clusters Score -2214527 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69854 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2214600.000000 Penalty: 1016.606934
	Iteration 63Q: 3 clusters Score -2214600 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70001 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2214650.250000 Penalty: 1016.606934
	Iteration 64Q: 3 clusters Score -2214650 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70105 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -2214689.750000 Penalty: 1016.606934
	Iteration 65Q: 3 clusters Score -2214690 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70197 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2214728.250000 Penalty: 1016.606934
	Iteration 66Q: 3 clusters Score -2214728 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2214752.250000 Penalty: 1016.606934
	Iteration 67Q: 3 clusters Score -2214752 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70350 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2214779.000000 Penalty: 1016.606934
	Iteration 68Q: 3 clusters Score -2214779 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70405 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -2214804.750000 Penalty: 1016.606934
	Iteration 69Q: 3 clusters Score -2214805 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70451 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2214819.000000 Penalty: 1016.606934
	Iteration 70Q: 3 clusters Score -2214819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70490 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -2214840.250000 Penalty: 1016.606934
	Iteration 71Q: 3 clusters Score -2214840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70516 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2214845.000000 Penalty: 1016.606934
	Iteration 72Q: 3 clusters Score -2214845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2214849.250000 Penalty: 1016.606934
	Iteration 73Q: 3 clusters Score -2214849 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70555 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -2214852.750000 Penalty: 1016.606934
	Iteration 74Q: 3 clusters Score -2214853 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70568 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -2214856.000000 Penalty: 1016.606934
	Iteration 75Q: 3 clusters Score -2214856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70579 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -2214860.750000 Penalty: 1016.606934
	Iteration 76Q: 3 clusters Score -2214861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70584 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2214859.750000 Penalty: 1016.606934
	Iteration 77Q: 3 clusters Score -2214860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70588 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -2214860.500000 Penalty: 1016.606934
	Iteration 78Q: 3 clusters Score -2214860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70591 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -2214861.250000 Penalty: 1016.606934
	Iteration 79Q: 3 clusters Score -2214861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70596 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2214862.500000 Penalty: 1016.606934
	Iteration 80F: 3 clusters Score -2214862 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70601 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -2214866.750000 Penalty: 1016.606934
	Iteration 81Q: 3 clusters Score -2214867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70603 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2214866.500000 Penalty: 1016.606934
	Iteration 82Q: 3 clusters Score -2214866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2214866.500000 Penalty: 1016.606934
	Iteration 83Q: 3 clusters Score -2214866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2214866.500000 Penalty: 1016.606934
	Iteration 84F: 3 clusters Score -2214866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29731 members 
Entering Unmasked Estep 
Score: -976410.000000 Penalty: 468.647522
	Iteration 0F: 2 clusters Score -976410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -956550.875000 Penalty: 937.295044
	Iteration 0F: 3 clusters Score -956550.9 nChanged 14196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -965158.187500 Penalty: 937.295044
	Iteration 1F: 3 clusters Score -965158.2 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -966271.312500 Penalty: 937.295044
	Iteration 2F: 3 clusters Score -966271.3 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -968172.187500 Penalty: 937.295044
	Iteration 3F: 3 clusters Score -968172.2 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 24263 members 
Entering Unmasked Estep 
Score: -970735.687500 Penalty: 937.295044
	Iteration 4F: 3 clusters Score -970735.7 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -973470.500000 Penalty: 937.295044
	Iteration 5F: 3 clusters Score -973470.5 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -975134.250000 Penalty: 937.295044
	Iteration 6F: 3 clusters Score -975134.2 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -975790.562500 Penalty: 937.295044
	Iteration 7Q: 3 clusters Score -975790.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 29117 members 
Entering Unmasked Estep 
Score: -976011.375000 Penalty: 937.295044
	Iteration 8Q: 3 clusters Score -976011.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -976078.937500 Penalty: 937.295044
	Iteration 9Q: 3 clusters Score -976078.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -976106.000000 Penalty: 937.295044
	Iteration 10Q: 3 clusters Score -976106 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 29301 members 
Entering Unmasked Estep 
Score: -976121.500000 Penalty: 937.295044
	Iteration 11Q: 3 clusters Score -976121.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 29318 members 
Entering Unmasked Estep 
Score: -976128.125000 Penalty: 937.295044
	Iteration 12Q: 3 clusters Score -976128.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -976131.375000 Penalty: 937.295044
	Iteration 13Q: 3 clusters Score -976131.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 29348 members 
Entering Unmasked Estep 
Score: -976135.125000 Penalty: 937.295044
	Iteration 14Q: 3 clusters Score -976135.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -976136.250000 Penalty: 937.295044
	Iteration 15Q: 3 clusters Score -976136.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 29367 members 
Entering Unmasked Estep 
Score: -976140.750000 Penalty: 937.295044
	Iteration 16Q: 3 clusters Score -976140.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -976143.250000 Penalty: 937.295044
	Iteration 17Q: 3 clusters Score -976143.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -976144.625000 Penalty: 937.295044
	Iteration 18Q: 3 clusters Score -976144.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -976149.500000 Penalty: 937.295044
	Iteration 19Q: 3 clusters Score -976149.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -976152.375000 Penalty: 937.295044
	Iteration 20F: 3 clusters Score -976152.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 29395 members 
Entering Unmasked Estep 
Score: -976151.750000 Penalty: 937.295044
	Iteration 21Q: 3 clusters Score -976151.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 29397 members 
Entering Unmasked Estep 
Score: -976153.312500 Penalty: 937.295044
	Iteration 22Q: 3 clusters Score -976153.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -976152.750000 Penalty: 937.295044
	Iteration 23Q: 3 clusters Score -976152.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -976152.125000 Penalty: 937.295044
	Iteration 24Q: 3 clusters Score -976152.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -976153.687500 Penalty: 937.295044
	Iteration 25Q: 3 clusters Score -976153.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -976154.437500 Penalty: 937.295044
	Iteration 26Q: 3 clusters Score -976154.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -976154.000000 Penalty: 937.295044
	Iteration 27Q: 3 clusters Score -976154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -976154.500000 Penalty: 937.295044
	Iteration 28Q: 3 clusters Score -976154.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 29409 members 
Entering Unmasked Estep 
Score: -976154.500000 Penalty: 937.295044
	Iteration 29F: 3 clusters Score -976154.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Entering Unmasked Estep 
Score: -253594.437500 Penalty: 409.330780
	Iteration 0F: 2 clusters Score -253594.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -248182.750000 Penalty: 818.661560
	Iteration 0F: 3 clusters Score -248182.8 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -250304.078125 Penalty: 818.661560
	Iteration 1F: 3 clusters Score -250304.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -250582.390625 Penalty: 818.661560
	Iteration 2F: 3 clusters Score -250582.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -250896.109375 Penalty: 818.661560
	Iteration 3F: 3 clusters Score -250896.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -251288.046875 Penalty: 818.661560
	Iteration 4F: 3 clusters Score -251288 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -251717.968750 Penalty: 818.661560
	Iteration 5F: 3 clusters Score -251718 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -252184.671875 Penalty: 818.661560
	Iteration 6F: 3 clusters Score -252184.7 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -252581.281250 Penalty: 818.661560
	Iteration 7F: 3 clusters Score -252581.3 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -252835.046875 Penalty: 818.661560
	Iteration 8Q: 3 clusters Score -252835 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -252980.796875 Penalty: 818.661560
	Iteration 9Q: 3 clusters Score -252980.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -253069.734375 Penalty: 818.661560
	Iteration 10Q: 3 clusters Score -253069.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -253136.609375 Penalty: 818.661560
	Iteration 11Q: 3 clusters Score -253136.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -253186.640625 Penalty: 818.661560
	Iteration 12Q: 3 clusters Score -253186.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -253216.718750 Penalty: 818.661560
	Iteration 13Q: 3 clusters Score -253216.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -253240.359375 Penalty: 818.661560
	Iteration 14Q: 3 clusters Score -253240.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -253259.000000 Penalty: 818.661560
	Iteration 15Q: 3 clusters Score -253259 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -253271.375000 Penalty: 818.661560
	Iteration 16Q: 3 clusters Score -253271.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -253282.937500 Penalty: 818.661560
	Iteration 17Q: 3 clusters Score -253282.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -253287.562500 Penalty: 818.661560
	Iteration 18Q: 3 clusters Score -253287.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -253292.453125 Penalty: 818.661560
	Iteration 19Q: 3 clusters Score -253292.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -253294.453125 Penalty: 818.661560
	Iteration 20F: 3 clusters Score -253294.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -253295.281250 Penalty: 818.661560
	Iteration 21Q: 3 clusters Score -253295.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -253295.500000 Penalty: 818.661560
	Iteration 22Q: 3 clusters Score -253295.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -253295.921875 Penalty: 818.661560
	Iteration 23Q: 3 clusters Score -253295.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -253295.921875 Penalty: 818.661560
	Iteration 24F: 3 clusters Score -253295.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -202745.734375 Penalty: 403.088104
	Iteration 0F: 2 clusters Score -202745.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -197999.062500 Penalty: 806.176208
	Iteration 0F: 3 clusters Score -197999.1 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -199953.671875 Penalty: 806.176208
	Iteration 1F: 3 clusters Score -199953.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -200158.875000 Penalty: 806.176208
	Iteration 2F: 3 clusters Score -200158.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -200376.390625 Penalty: 806.176208
	Iteration 3F: 3 clusters Score -200376.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -200575.906250 Penalty: 806.176208
	Iteration 4F: 3 clusters Score -200575.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -200798.328125 Penalty: 806.176208
	Iteration 5Q: 3 clusters Score -200798.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -201123.140625 Penalty: 806.176208
	Iteration 6F: 3 clusters Score -201123.1 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -201515.328125 Penalty: 806.176208
	Iteration 7F: 3 clusters Score -201515.3 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -201900.406250 Penalty: 806.176208
	Iteration 8F: 3 clusters Score -201900.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -202201.671875 Penalty: 806.176208
	Iteration 9F: 3 clusters Score -202201.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -202426.390625 Penalty: 806.176208
	Iteration 10Q: 3 clusters Score -202426.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -202576.328125 Penalty: 806.176208
	Iteration 11Q: 3 clusters Score -202576.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -202675.640625 Penalty: 806.176208
	Iteration 12Q: 3 clusters Score -202675.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -202734.031250 Penalty: 806.176208
	Iteration 13Q: 3 clusters Score -202734 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -202757.015625 Penalty: 806.176208
	Iteration 14Q: 3 clusters Score -202757 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -202768.734375 Penalty: 806.176208
	Iteration 15Q: 3 clusters Score -202768.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -202775.953125 Penalty: 806.176208
	Iteration 16Q: 3 clusters Score -202776 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -202778.187500 Penalty: 806.176208
	Iteration 17Q: 3 clusters Score -202778.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -202781.812500 Penalty: 806.176208
	Iteration 18Q: 3 clusters Score -202781.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -202783.921875 Penalty: 806.176208
	Iteration 19Q: 3 clusters Score -202783.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -202786.406250 Penalty: 806.176208
	Iteration 20F: 3 clusters Score -202786.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -202788.437500 Penalty: 806.176208
	Iteration 21Q: 3 clusters Score -202788.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -202790.093750 Penalty: 806.176208
	Iteration 22Q: 3 clusters Score -202790.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -202791.140625 Penalty: 806.176208
	Iteration 23Q: 3 clusters Score -202791.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -202791.828125 Penalty: 806.176208
	Iteration 24Q: 3 clusters Score -202791.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -202792.421875 Penalty: 806.176208
	Iteration 25Q: 3 clusters Score -202792.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -202795.281250 Penalty: 806.176208
	Iteration 26Q: 3 clusters Score -202795.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -202798.078125 Penalty: 806.176208
	Iteration 27Q: 3 clusters Score -202798.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -202799.312500 Penalty: 806.176208
	Iteration 28Q: 3 clusters Score -202799.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -202800.968750 Penalty: 806.176208
	Iteration 29Q: 3 clusters Score -202801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -202802.218750 Penalty: 806.176208
	Iteration 30Q: 3 clusters Score -202802.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -202802.734375 Penalty: 806.176208
	Iteration 31Q: 3 clusters Score -202802.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -202802.609375 Penalty: 806.176208
	Iteration 32Q: 3 clusters Score -202802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -202803.062500 Penalty: 806.176208
	Iteration 33Q: 3 clusters Score -202803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -202802.796875 Penalty: 806.176208
	Iteration 34Q: 3 clusters Score -202802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -202802.796875 Penalty: 806.176208
	Iteration 35F: 3 clusters Score -202802.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 2 contains 572 members 
Mstep: Class 3 contains 6329 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 119400 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 31498 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 19473 members 
Mstep: Class 10 contains 697 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 12374 members 
Mstep: Class 13 contains 31865 members 
Mstep: Class 14 contains 71076 members 
Mstep: Class 15 contains 29731 members 
Mstep: Class 16 contains 8073 members 
Mstep: Class 17 contains 3148 members 
Mstep: Class 18 contains 7566 members 
Mstep: Class 19 contains 1139 members 
Mstep: Class 20 contains 3890 members 
Entering Unmasked Estep 
Score: -15722859.000000 Penalty: 11982.464844
Splitting cluster 17 changes total score from -15721290.000000 to -15722859.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 18 (7566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Entering Unmasked Estep 
Score: -250184.765625 Penalty: 406.379578
	Iteration 0F: 2 clusters Score -250184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -245093.156250 Penalty: 812.759155
	Iteration 0F: 3 clusters Score -245093.2 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -247217.140625 Penalty: 812.759155
	Iteration 1F: 3 clusters Score -247217.1 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -247511.328125 Penalty: 812.759155
	Iteration 2F: 3 clusters Score -247511.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -247828.109375 Penalty: 812.759155
	Iteration 3F: 3 clusters Score -247828.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -248209.875000 Penalty: 812.759155
	Iteration 4F: 3 clusters Score -248209.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -248665.218750 Penalty: 812.759155
	Iteration 5F: 3 clusters Score -248665.2 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -249140.890625 Penalty: 812.759155
	Iteration 6F: 3 clusters Score -249140.9 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -249455.718750 Penalty: 812.759155
	Iteration 7F: 3 clusters Score -249455.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -249609.187500 Penalty: 812.759155
	Iteration 8Q: 3 clusters Score -249609.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -249694.812500 Penalty: 812.759155
	Iteration 9Q: 3 clusters Score -249694.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -249761.562500 Penalty: 812.759155
	Iteration 10Q: 3 clusters Score -249761.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -249822.218750 Penalty: 812.759155
	Iteration 11Q: 3 clusters Score -249822.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -249872.609375 Penalty: 812.759155
	Iteration 12Q: 3 clusters Score -249872.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -249910.093750 Penalty: 812.759155
	Iteration 13Q: 3 clusters Score -249910.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -249934.953125 Penalty: 812.759155
	Iteration 14Q: 3 clusters Score -249935 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -249957.531250 Penalty: 812.759155
	Iteration 15Q: 3 clusters Score -249957.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -249970.859375 Penalty: 812.759155
	Iteration 16Q: 3 clusters Score -249970.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -249982.000000 Penalty: 812.759155
	Iteration 17Q: 3 clusters Score -249982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -249987.796875 Penalty: 812.759155
	Iteration 18Q: 3 clusters Score -249987.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -249993.640625 Penalty: 812.759155
	Iteration 19Q: 3 clusters Score -249993.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -250001.234375 Penalty: 812.759155
	Iteration 20F: 3 clusters Score -250001.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -250006.281250 Penalty: 812.759155
	Iteration 21Q: 3 clusters Score -250006.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -250013.328125 Penalty: 812.759155
	Iteration 22Q: 3 clusters Score -250013.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -250019.296875 Penalty: 812.759155
	Iteration 23Q: 3 clusters Score -250019.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -250028.281250 Penalty: 812.759155
	Iteration 24Q: 3 clusters Score -250028.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -250035.765625 Penalty: 812.759155
	Iteration 25Q: 3 clusters Score -250035.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -250041.781250 Penalty: 812.759155
	Iteration 26Q: 3 clusters Score -250041.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -250045.046875 Penalty: 812.759155
	Iteration 27Q: 3 clusters Score -250045 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -250048.828125 Penalty: 812.759155
	Iteration 28Q: 3 clusters Score -250048.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -250050.968750 Penalty: 812.759155
	Iteration 29Q: 3 clusters Score -250051 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -250052.859375 Penalty: 812.759155
	Iteration 30Q: 3 clusters Score -250052.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -250056.031250 Penalty: 812.759155
	Iteration 31Q: 3 clusters Score -250056 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -250059.359375 Penalty: 812.759155
	Iteration 32Q: 3 clusters Score -250059.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -250061.859375 Penalty: 812.759155
	Iteration 33Q: 3 clusters Score -250061.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -250064.156250 Penalty: 812.759155
	Iteration 34Q: 3 clusters Score -250064.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -250066.296875 Penalty: 812.759155
	Iteration 35Q: 3 clusters Score -250066.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -250067.031250 Penalty: 812.759155
	Iteration 36Q: 3 clusters Score -250067 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -250068.562500 Penalty: 812.759155
	Iteration 37Q: 3 clusters Score -250068.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -250068.421875 Penalty: 812.759155
	Iteration 38Q: 3 clusters Score -250068.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -250069.390625 Penalty: 812.759155
	Iteration 39Q: 3 clusters Score -250069.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -250069.937500 Penalty: 812.759155
	Iteration 40F: 3 clusters Score -250069.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -250071.390625 Penalty: 812.759155
	Iteration 41Q: 3 clusters Score -250071.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -250071.703125 Penalty: 812.759155
	Iteration 42Q: 3 clusters Score -250071.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -250071.531250 Penalty: 812.759155
	Iteration 43Q: 3 clusters Score -250071.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -250072.171875 Penalty: 812.759155
	Iteration 44Q: 3 clusters Score -250072.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -250073.171875 Penalty: 812.759155
	Iteration 45Q: 3 clusters Score -250073.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -250073.312500 Penalty: 812.759155
	Iteration 46Q: 3 clusters Score -250073.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -250073.484375 Penalty: 812.759155
	Iteration 47Q: 3 clusters Score -250073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -250073.031250 Penalty: 812.759155
	Iteration 48Q: 3 clusters Score -250073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -250073.468750 Penalty: 812.759155
	Iteration 49Q: 3 clusters Score -250073.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -250073.406250 Penalty: 812.759155
	Iteration 50Q: 3 clusters Score -250073.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -250073.593750 Penalty: 812.759155
	Iteration 51Q: 3 clusters Score -250073.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -250073.953125 Penalty: 812.759155
	Iteration 52Q: 3 clusters Score -250074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -250073.953125 Penalty: 812.759155
	Iteration 53F: 3 clusters Score -250074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Entering Unmasked Estep 
Score: -35130.574219 Penalty: 320.224731
	Iteration 0F: 2 clusters Score -35130.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -34234.699219 Penalty: 640.449463
	Iteration 0F: 3 clusters Score -34234.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -34472.253906 Penalty: 640.449463
	Iteration 1F: 3 clusters Score -34472.25 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -34511.363281 Penalty: 640.449463
	Iteration 2F: 3 clusters Score -34511.36 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -34536.410156 Penalty: 640.449463
	Iteration 3Q: 3 clusters Score -34536.41 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -34568.636719 Penalty: 640.449463
	Iteration 4Q: 3 clusters Score -34568.64 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -34605.339844 Penalty: 640.449463
	Iteration 5Q: 3 clusters Score -34605.34 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -34634.851562 Penalty: 640.449463
	Iteration 6Q: 3 clusters Score -34634.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -34667.597656 Penalty: 640.449463
	Iteration 7Q: 3 clusters Score -34667.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -34692.570312 Penalty: 640.449463
	Iteration 8Q: 3 clusters Score -34692.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -34714.500000 Penalty: 640.449463
	Iteration 9Q: 3 clusters Score -34714.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -34740.070312 Penalty: 640.449463
	Iteration 10Q: 3 clusters Score -34740.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -34757.714844 Penalty: 640.449463
	Iteration 11Q: 3 clusters Score -34757.71 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -34771.894531 Penalty: 640.449463
	Iteration 12Q: 3 clusters Score -34771.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -34785.691406 Penalty: 640.449463
	Iteration 13Q: 3 clusters Score -34785.69 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -34795.246094 Penalty: 640.449463
	Iteration 14Q: 3 clusters Score -34795.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -34806.554688 Penalty: 640.449463
	Iteration 15Q: 3 clusters Score -34806.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -34818.738281 Penalty: 640.449463
	Iteration 16Q: 3 clusters Score -34818.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -34823.933594 Penalty: 640.449463
	Iteration 17Q: 3 clusters Score -34823.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -34828.753906 Penalty: 640.449463
	Iteration 18Q: 3 clusters Score -34828.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -34831.394531 Penalty: 640.449463
	Iteration 19Q: 3 clusters Score -34831.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -34833.546875 Penalty: 640.449463
	Iteration 20F: 3 clusters Score -34833.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -34835.730469 Penalty: 640.449463
	Iteration 21Q: 3 clusters Score -34835.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -34838.191406 Penalty: 640.449463
	Iteration 22Q: 3 clusters Score -34838.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -34839.812500 Penalty: 640.449463
	Iteration 23Q: 3 clusters Score -34839.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -34840.300781 Penalty: 640.449463
	Iteration 24Q: 3 clusters Score -34840.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34842.566406 Penalty: 640.449463
	Iteration 25Q: 3 clusters Score -34842.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -34844.167969 Penalty: 640.449463
	Iteration 26Q: 3 clusters Score -34844.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -34845.238281 Penalty: 640.449463
	Iteration 27Q: 3 clusters Score -34845.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34845.441406 Penalty: 640.449463
	Iteration 28Q: 3 clusters Score -34845.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -34846.335938 Penalty: 640.449463
	Iteration 29Q: 3 clusters Score -34846.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -34848.699219 Penalty: 640.449463
	Iteration 30Q: 3 clusters Score -34848.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -34852.257812 Penalty: 640.449463
	Iteration 31Q: 3 clusters Score -34852.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -34855.304688 Penalty: 640.449463
	Iteration 32Q: 3 clusters Score -34855.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -34856.332031 Penalty: 640.449463
	Iteration 33Q: 3 clusters Score -34856.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -34858.058594 Penalty: 640.449463
	Iteration 34Q: 3 clusters Score -34858.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -34860.234375 Penalty: 640.449463
	Iteration 35Q: 3 clusters Score -34860.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34862.148438 Penalty: 640.449463
	Iteration 36Q: 3 clusters Score -34862.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -34864.476562 Penalty: 640.449463
	Iteration 37Q: 3 clusters Score -34864.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -34865.179688 Penalty: 640.449463
	Iteration 38Q: 3 clusters Score -34865.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -34865.449219 Penalty: 640.449463
	Iteration 39Q: 3 clusters Score -34865.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -34866.945312 Penalty: 640.449463
	Iteration 40F: 3 clusters Score -34866.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -34867.957031 Penalty: 640.449463
	Iteration 41Q: 3 clusters Score -34867.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -34868.250000 Penalty: 640.449463
	Iteration 42Q: 3 clusters Score -34868.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -34868.609375 Penalty: 640.449463
	Iteration 43Q: 3 clusters Score -34868.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34868.734375 Penalty: 640.449463
	Iteration 44Q: 3 clusters Score -34868.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -34868.734375 Penalty: 640.449463
	Iteration 45F: 3 clusters Score -34868.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 155170 members 
Mstep: Class 4 contains 2142 members 
Mstep: Class 5 contains 119400 members 
Mstep: Class 6 contains 6456 members 
Mstep: Class 7 contains 31498 members 
Mstep: Class 8 contains 5853 members 
Mstep: Class 9 contains 19473 members 
Mstep: Class 10 contains 697 members 
Mstep: Class 12 contains 12374 members 
Mstep: Class 13 contains 31865 members 
Mstep: Class 14 contains 71076 members 
Mstep: Class 15 contains 29731 members 
Mstep: Class 16 contains 8073 members 
Mstep: Class 17 contains 3148 members 
Mstep: Class 18 contains 7566 members 
Mstep: Class 19 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724375.000000 Penalty: 11982.464844
Iteration 39Q: 21 clusters Score -1.572438e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 154882 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 5879 members 
Mstep: Class 4 contains 2148 members 
Mstep: Class 5 contains 119464 members 
Mstep: Class 6 contains 6682 members 
Mstep: Class 7 contains 31694 members 
Mstep: Class 8 contains 5884 members 
Mstep: Class 9 contains 19709 members 
Mstep: Class 10 contains 724 members 
Mstep: Class 11 contains 6701 members 
Mstep: Class 12 contains 12349 members 
Mstep: Class 13 contains 31617 members 
Mstep: Class 14 contains 71041 members 
Mstep: Class 15 contains 30001 members 
Mstep: Class 16 contains 8222 members 
Mstep: Class 17 contains 3205 members 
Mstep: Class 18 contains 7588 members 
Mstep: Class 19 contains 1147 members 
Mstep: Class 20 contains 3472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725809.000000 Penalty: 11982.464844
Iteration 40F: 21 clusters Score -1.572581e+07 nChanged 2869
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 154317 members 
Mstep: Class 2 contains 697 members 
Mstep: Class 3 contains 6084 members 
Mstep: Class 4 contains 2147 members 
Mstep: Class 5 contains 119510 members 
Mstep: Class 6 contains 6726 members 
Mstep: Class 7 contains 31840 members 
Mstep: Class 8 contains 5972 members 
Mstep: Class 9 contains 19894 members 
Mstep: Class 10 contains 742 members 
Mstep: Class 11 contains 6776 members 
Mstep: Class 12 contains 12323 members 
Mstep: Class 13 contains 31210 members 
Mstep: Class 14 contains 70854 members 
Mstep: Class 15 contains 30150 members 
Mstep: Class 16 contains 8315 members 
Mstep: Class 17 contains 3258 members 
Mstep: Class 18 contains 7613 members 
Mstep: Class 19 contains 1146 members 
Mstep: Class 20 contains 3455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726452.000000 Penalty: 11982.464844
Iteration 41Q: 21 clusters Score -1.572645e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 153827 members 
Mstep: Class 2 contains 745 members 
Mstep: Class 3 contains 6200 members 
Mstep: Class 4 contains 2153 members 
Mstep: Class 5 contains 119526 members 
Mstep: Class 6 contains 6756 members 
Mstep: Class 7 contains 31978 members 
Mstep: Class 8 contains 6066 members 
Mstep: Class 9 contains 20087 members 
Mstep: Class 10 contains 761 members 
Mstep: Class 11 contains 6833 members 
Mstep: Class 12 contains 12300 members 
Mstep: Class 13 contains 30835 members 
Mstep: Class 14 contains 70706 members 
Mstep: Class 15 contains 30324 members 
Mstep: Class 16 contains 8410 members 
Mstep: Class 17 contains 3342 members 
Mstep: Class 18 contains 7643 members 
Mstep: Class 19 contains 1155 members 
Mstep: Class 20 contains 3385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726783.000000 Penalty: 11982.464844
Iteration 42Q: 21 clusters Score -1.572678e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 153411 members 
Mstep: Class 2 contains 782 members 
Mstep: Class 3 contains 6277 members 
Mstep: Class 4 contains 2150 members 
Mstep: Class 5 contains 119558 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 32119 members 
Mstep: Class 8 contains 6144 members 
Mstep: Class 9 contains 20262 members 
Mstep: Class 10 contains 771 members 
Mstep: Class 11 contains 6881 members 
Mstep: Class 12 contains 12279 members 
Mstep: Class 13 contains 30483 members 
Mstep: Class 14 contains 70591 members 
Mstep: Class 15 contains 30467 members 
Mstep: Class 16 contains 8490 members 
Mstep: Class 17 contains 3414 members 
Mstep: Class 18 contains 7677 members 
Mstep: Class 19 contains 1166 members 
Mstep: Class 20 contains 3334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727154.000000 Penalty: 11982.464844
Iteration 43Q: 21 clusters Score -1.572715e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 153019 members 
Mstep: Class 2 contains 824 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 119581 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 7 contains 32255 members 
Mstep: Class 8 contains 6226 members 
Mstep: Class 9 contains 20444 members 
Mstep: Class 10 contains 778 members 
Mstep: Class 11 contains 6919 members 
Mstep: Class 12 contains 12262 members 
Mstep: Class 13 contains 30143 members 
Mstep: Class 14 contains 70463 members 
Mstep: Class 15 contains 30608 members 
Mstep: Class 16 contains 8559 members 
Mstep: Class 17 contains 3510 members 
Mstep: Class 18 contains 7701 members 
Mstep: Class 19 contains 1187 members 
Mstep: Class 20 contains 3263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727419.000000 Penalty: 11982.464844
Iteration 44Q: 21 clusters Score -1.572742e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 152692 members 
Mstep: Class 2 contains 870 members 
Mstep: Class 3 contains 6369 members 
Mstep: Class 4 contains 2162 members 
Mstep: Class 5 contains 119618 members 
Mstep: Class 6 contains 6831 members 
Mstep: Class 7 contains 32383 members 
Mstep: Class 8 contains 6291 members 
Mstep: Class 9 contains 20617 members 
Mstep: Class 10 contains 786 members 
Mstep: Class 11 contains 6957 members 
Mstep: Class 12 contains 12239 members 
Mstep: Class 13 contains 29807 members 
Mstep: Class 14 contains 70319 members 
Mstep: Class 15 contains 30738 members 
Mstep: Class 16 contains 8626 members 
Mstep: Class 17 contains 3601 members 
Mstep: Class 18 contains 7713 members 
Mstep: Class 19 contains 1199 members 
Mstep: Class 20 contains 3220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727661.000000 Penalty: 11982.464844
Iteration 45Q: 21 clusters Score -1.572766e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 152403 members 
Mstep: Class 2 contains 902 members 
Mstep: Class 3 contains 6400 members 
Mstep: Class 4 contains 2174 members 
Mstep: Class 5 contains 119683 members 
Mstep: Class 6 contains 6850 members 
Mstep: Class 7 contains 32500 members 
Mstep: Class 8 contains 6360 members 
Mstep: Class 9 contains 20774 members 
Mstep: Class 10 contains 789 members 
Mstep: Class 11 contains 6995 members 
Mstep: Class 12 contains 12207 members 
Mstep: Class 13 contains 29460 members 
Mstep: Class 14 contains 70190 members 
Mstep: Class 15 contains 30833 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 3712 members 
Mstep: Class 18 contains 7719 members 
Mstep: Class 19 contains 1215 members 
Mstep: Class 20 contains 3189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727810.000000 Penalty: 11982.464844
Iteration 46Q: 21 clusters Score -1.572781e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 152142 members 
Mstep: Class 2 contains 925 members 
Mstep: Class 3 contains 6415 members 
Mstep: Class 4 contains 2187 members 
Mstep: Class 5 contains 119734 members 
Mstep: Class 6 contains 6880 members 
Mstep: Class 7 contains 32621 members 
Mstep: Class 8 contains 6424 members 
Mstep: Class 9 contains 20923 members 
Mstep: Class 10 contains 791 members 
Mstep: Class 11 contains 7026 members 
Mstep: Class 12 contains 12184 members 
Mstep: Class 13 contains 29126 members 
Mstep: Class 14 contains 70072 members 
Mstep: Class 15 contains 30915 members 
Mstep: Class 16 contains 8729 members 
Mstep: Class 17 contains 3822 members 
Mstep: Class 18 contains 7737 members 
Mstep: Class 19 contains 1233 members 
Mstep: Class 20 contains 3153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727887.000000 Penalty: 11982.464844
Iteration 47Q: 21 clusters Score -1.572789e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 151876 members 
Mstep: Class 2 contains 942 members 
Mstep: Class 3 contains 6445 members 
Mstep: Class 4 contains 2202 members 
Mstep: Class 5 contains 119798 members 
Mstep: Class 6 contains 6918 members 
Mstep: Class 7 contains 32743 members 
Mstep: Class 8 contains 6491 members 
Mstep: Class 9 contains 21075 members 
Mstep: Class 10 contains 794 members 
Mstep: Class 11 contains 7063 members 
Mstep: Class 12 contains 12183 members 
Mstep: Class 13 contains 28773 members 
Mstep: Class 14 contains 69961 members 
Mstep: Class 15 contains 30986 members 
Mstep: Class 16 contains 8773 members 
Mstep: Class 17 contains 3912 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 1241 members 
Mstep: Class 20 contains 3113 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 21 clusters Score -1.572804e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 151637 members 
Mstep: Class 2 contains 957 members 
Mstep: Class 3 contains 6476 members 
Mstep: Class 4 contains 2209 members 
Mstep: Class 5 contains 119867 members 
Mstep: Class 6 contains 6957 members 
Mstep: Class 7 contains 32850 members 
Mstep: Class 8 contains 6554 members 
Mstep: Class 9 contains 21208 members 
Mstep: Class 10 contains 797 members 
Mstep: Class 11 contains 7093 members 
Mstep: Class 12 contains 12177 members 
Mstep: Class 13 contains 28443 members 
Mstep: Class 14 contains 69832 members 
Mstep: Class 15 contains 31063 members 
Mstep: Class 16 contains 8829 members 
Mstep: Class 17 contains 3986 members 
Mstep: Class 18 contains 7770 members 
Mstep: Class 19 contains 1260 members 
Mstep: Class 20 contains 3075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728188.000000 Penalty: 11982.464844
Iteration 49Q: 21 clusters Score -1.572819e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 151410 members 
Mstep: Class 2 contains 971 members 
Mstep: Class 3 contains 6517 members 
Mstep: Class 4 contains 2216 members 
Mstep: Class 5 contains 119928 members 
Mstep: Class 6 contains 6983 members 
Mstep: Class 7 contains 32970 members 
Mstep: Class 8 contains 6609 members 
Mstep: Class 9 contains 21342 members 
Mstep: Class 10 contains 801 members 
Mstep: Class 11 contains 7117 members 
Mstep: Class 12 contains 12184 members 
Mstep: Class 13 contains 28108 members 
Mstep: Class 14 contains 69711 members 
Mstep: Class 15 contains 31116 members 
Mstep: Class 16 contains 8889 members 
Mstep: Class 17 contains 4058 members 
Mstep: Class 18 contains 7792 members 
Mstep: Class 19 contains 1269 members 
Mstep: Class 20 contains 3049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728205.000000 Penalty: 11982.464844
Iteration 50Q: 21 clusters Score -1.57282e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 151222 members 
Mstep: Class 2 contains 991 members 
Mstep: Class 3 contains 6550 members 
Mstep: Class 4 contains 2219 members 
Mstep: Class 5 contains 120004 members 
Mstep: Class 6 contains 7002 members 
Mstep: Class 7 contains 33086 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 21455 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 7133 members 
Mstep: Class 12 contains 12181 members 
Mstep: Class 13 contains 27806 members 
Mstep: Class 14 contains 69599 members 
Mstep: Class 15 contains 31182 members 
Mstep: Class 16 contains 8929 members 
Mstep: Class 17 contains 4142 members 
Mstep: Class 18 contains 7806 members 
Mstep: Class 19 contains 1279 members 
Mstep: Class 20 contains 3006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728292.000000 Penalty: 11982.464844
Iteration 51Q: 21 clusters Score -1.572829e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 151068 members 
Mstep: Class 2 contains 1000 members 
Mstep: Class 3 contains 6568 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 120096 members 
Mstep: Class 6 contains 7017 members 
Mstep: Class 7 contains 33205 members 
Mstep: Class 8 contains 6686 members 
Mstep: Class 9 contains 21547 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 7153 members 
Mstep: Class 12 contains 12180 members 
Mstep: Class 13 contains 27489 members 
Mstep: Class 14 contains 69481 members 
Mstep: Class 15 contains 31244 members 
Mstep: Class 16 contains 8970 members 
Mstep: Class 17 contains 4230 members 
Mstep: Class 18 contains 7827 members 
Mstep: Class 19 contains 1293 members 
Mstep: Class 20 contains 2965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728361.000000 Penalty: 11982.464844
Iteration 52Q: 21 clusters Score -1.572836e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 150951 members 
Mstep: Class 2 contains 1007 members 
Mstep: Class 3 contains 6588 members 
Mstep: Class 4 contains 2206 members 
Mstep: Class 5 contains 120178 members 
Mstep: Class 6 contains 7027 members 
Mstep: Class 7 contains 33324 members 
Mstep: Class 8 contains 6723 members 
Mstep: Class 9 contains 21617 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 7172 members 
Mstep: Class 12 contains 12182 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 69377 members 
Mstep: Class 15 contains 31289 members 
Mstep: Class 16 contains 9006 members 
Mstep: Class 17 contains 4300 members 
Mstep: Class 18 contains 7863 members 
Mstep: Class 19 contains 1310 members 
Mstep: Class 20 contains 2937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728438.000000 Penalty: 11982.464844
Iteration 53Q: 21 clusters Score -1.572844e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 150856 members 
Mstep: Class 2 contains 1014 members 
Mstep: Class 3 contains 6589 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 5 contains 120240 members 
Mstep: Class 6 contains 7038 members 
Mstep: Class 7 contains 33440 members 
Mstep: Class 8 contains 6741 members 
Mstep: Class 9 contains 21678 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 7199 members 
Mstep: Class 12 contains 12190 members 
Mstep: Class 13 contains 26909 members 
Mstep: Class 14 contains 69290 members 
Mstep: Class 15 contains 31336 members 
Mstep: Class 16 contains 9027 members 
Mstep: Class 17 contains 4364 members 
Mstep: Class 18 contains 7888 members 
Mstep: Class 19 contains 1324 members 
Mstep: Class 20 contains 2914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728449.000000 Penalty: 11982.464844
Iteration 54Q: 21 clusters Score -1.572845e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 150778 members 
Mstep: Class 2 contains 1015 members 
Mstep: Class 3 contains 6594 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 120312 members 
Mstep: Class 6 contains 7053 members 
Mstep: Class 7 contains 33534 members 
Mstep: Class 8 contains 6763 members 
Mstep: Class 9 contains 21727 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 7215 members 
Mstep: Class 12 contains 12199 members 
Mstep: Class 13 contains 26638 members 
Mstep: Class 14 contains 69198 members 
Mstep: Class 15 contains 31385 members 
Mstep: Class 16 contains 9049 members 
Mstep: Class 17 contains 4424 members 
Mstep: Class 18 contains 7918 members 
Mstep: Class 19 contains 1341 members 
Mstep: Class 20 contains 2899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728518.000000 Penalty: 11982.464844
Iteration 55Q: 21 clusters Score -1.572852e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 150692 members 
Mstep: Class 2 contains 1017 members 
Mstep: Class 3 contains 6581 members 
Mstep: Class 4 contains 2199 members 
Mstep: Class 5 contains 120380 members 
Mstep: Class 6 contains 7059 members 
Mstep: Class 7 contains 33622 members 
Mstep: Class 8 contains 6773 members 
Mstep: Class 9 contains 21778 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 7235 members 
Mstep: Class 12 contains 12214 members 
Mstep: Class 13 contains 26393 members 
Mstep: Class 14 contains 69110 members 
Mstep: Class 15 contains 31441 members 
Mstep: Class 16 contains 9078 members 
Mstep: Class 17 contains 4484 members 
Mstep: Class 18 contains 7941 members 
Mstep: Class 19 contains 1364 members 
Mstep: Class 20 contains 2876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728528.000000 Penalty: 11982.464844
Iteration 56Q: 21 clusters Score -1.572853e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 150615 members 
Mstep: Class 2 contains 1020 members 
Mstep: Class 3 contains 6565 members 
Mstep: Class 4 contains 2197 members 
Mstep: Class 5 contains 120456 members 
Mstep: Class 6 contains 7071 members 
Mstep: Class 7 contains 33687 members 
Mstep: Class 8 contains 6791 members 
Mstep: Class 9 contains 21823 members 
Mstep: Class 10 contains 802 members 
Mstep: Class 11 contains 7254 members 
Mstep: Class 12 contains 12226 members 
Mstep: Class 13 contains 26173 members 
Mstep: Class 14 contains 69018 members 
Mstep: Class 15 contains 31489 members 
Mstep: Class 16 contains 9100 members 
Mstep: Class 17 contains 4537 members 
Mstep: Class 18 contains 7968 members 
Mstep: Class 19 contains 1389 members 
Mstep: Class 20 contains 2858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728586.000000 Penalty: 11982.464844
Iteration 57Q: 21 clusters Score -1.572859e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 150551 members 
Mstep: Class 2 contains 1022 members 
Mstep: Class 3 contains 6557 members 
Mstep: Class 4 contains 2194 members 
Mstep: Class 5 contains 120517 members 
Mstep: Class 6 contains 7070 members 
Mstep: Class 7 contains 33755 members 
Mstep: Class 8 contains 6793 members 
Mstep: Class 9 contains 21871 members 
Mstep: Class 10 contains 803 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 12248 members 
Mstep: Class 13 contains 25967 members 
Mstep: Class 14 contains 68941 members 
Mstep: Class 15 contains 31540 members 
Mstep: Class 16 contains 9113 members 
Mstep: Class 17 contains 4584 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 1409 members 
Mstep: Class 20 contains 2840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728576.000000 Penalty: 11982.464844
Iteration 58Q: 21 clusters Score -1.572858e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 150500 members 
Mstep: Class 2 contains 1024 members 
Mstep: Class 3 contains 6541 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 120585 members 
Mstep: Class 6 contains 7075 members 
Mstep: Class 7 contains 33822 members 
Mstep: Class 8 contains 6797 members 
Mstep: Class 9 contains 21913 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 7299 members 
Mstep: Class 12 contains 12258 members 
Mstep: Class 13 contains 25786 members 
Mstep: Class 14 contains 68867 members 
Mstep: Class 15 contains 31598 members 
Mstep: Class 16 contains 9120 members 
Mstep: Class 17 contains 4615 members 
Mstep: Class 18 contains 8000 members 
Mstep: Class 19 contains 1423 members 
Mstep: Class 20 contains 2819 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 21 clusters Score -1.572861e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 150456 members 
Mstep: Class 2 contains 1024 members 
Mstep: Class 3 contains 6522 members 
Mstep: Class 4 contains 2181 members 
Mstep: Class 5 contains 120627 members 
Mstep: Class 6 contains 7088 members 
Mstep: Class 7 contains 33902 members 
Mstep: Class 8 contains 6805 members 
Mstep: Class 9 contains 21958 members 
Mstep: Class 10 contains 809 members 
Mstep: Class 11 contains 7313 members 
Mstep: Class 12 contains 12274 members 
Mstep: Class 13 contains 25614 members 
Mstep: Class 14 contains 68794 members 
Mstep: Class 15 contains 31629 members 
Mstep: Class 16 contains 9133 members 
Mstep: Class 17 contains 4647 members 
Mstep: Class 18 contains 8014 members 
Mstep: Class 19 contains 1441 members 
Mstep: Class 20 contains 2808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728746.000000 Penalty: 11982.464844
Iteration 60F: 21 clusters Score -1.572875e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 150415 members 
Mstep: Class 2 contains 1032 members 
Mstep: Class 3 contains 6510 members 
Mstep: Class 4 contains 2172 members 
Mstep: Class 5 contains 120656 members 
Mstep: Class 6 contains 7105 members 
Mstep: Class 7 contains 33986 members 
Mstep: Class 8 contains 6814 members 
Mstep: Class 9 contains 21988 members 
Mstep: Class 10 contains 808 members 
Mstep: Class 11 contains 7329 members 
Mstep: Class 12 contains 12287 members 
Mstep: Class 13 contains 25387 members 
Mstep: Class 14 contains 68720 members 
Mstep: Class 15 contains 31659 members 
Mstep: Class 16 contains 9151 members 
Mstep: Class 17 contains 4737 members 
Mstep: Class 18 contains 8026 members 
Mstep: Class 19 contains 1454 members 
Mstep: Class 20 contains 2808 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 21 clusters Score -1.572882e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 150371 members 
Mstep: Class 2 contains 1036 members 
Mstep: Class 3 contains 6500 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 120689 members 
Mstep: Class 6 contains 7114 members 
Mstep: Class 7 contains 34074 members 
Mstep: Class 8 contains 6825 members 
Mstep: Class 9 contains 22023 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 7348 members 
Mstep: Class 12 contains 12307 members 
Mstep: Class 13 contains 25154 members 
Mstep: Class 14 contains 68640 members 
Mstep: Class 15 contains 31693 members 
Mstep: Class 16 contains 9170 members 
Mstep: Class 17 contains 4815 members 
Mstep: Class 18 contains 8050 members 
Mstep: Class 19 contains 1465 members 
Mstep: Class 20 contains 2799 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 21 clusters Score -1.572889e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 150317 members 
Mstep: Class 2 contains 1041 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 120727 members 
Mstep: Class 6 contains 7126 members 
Mstep: Class 7 contains 34167 members 
Mstep: Class 8 contains 6826 members 
Mstep: Class 9 contains 22063 members 
Mstep: Class 10 contains 806 members 
Mstep: Class 11 contains 7357 members 
Mstep: Class 12 contains 12322 members 
Mstep: Class 13 contains 24927 members 
Mstep: Class 14 contains 68565 members 
Mstep: Class 15 contains 31724 members 
Mstep: Class 16 contains 9201 members 
Mstep: Class 17 contains 4891 members 
Mstep: Class 18 contains 8062 members 
Mstep: Class 19 contains 1481 members 
Mstep: Class 20 contains 2785 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 21 clusters Score -1.572895e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 150272 members 
Mstep: Class 2 contains 1045 members 
Mstep: Class 3 contains 6482 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 120772 members 
Mstep: Class 6 contains 7141 members 
Mstep: Class 7 contains 34250 members 
Mstep: Class 8 contains 6842 members 
Mstep: Class 9 contains 22099 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 7350 members 
Mstep: Class 12 contains 12351 members 
Mstep: Class 13 contains 24725 members 
Mstep: Class 14 contains 68493 members 
Mstep: Class 15 contains 31773 members 
Mstep: Class 16 contains 9221 members 
Mstep: Class 17 contains 4925 members 
Mstep: Class 18 contains 8079 members 
Mstep: Class 19 contains 1494 members 
Mstep: Class 20 contains 2769 members 
Entering Unmasked Estep 
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Iteration 64Q: 21 clusters Score -1.5729e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 150230 members 
Mstep: Class 2 contains 1051 members 
Mstep: Class 3 contains 6465 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 120822 members 
Mstep: Class 6 contains 7155 members 
Mstep: Class 7 contains 34335 members 
Mstep: Class 8 contains 6843 members 
Mstep: Class 9 contains 22126 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 7351 members 
Mstep: Class 12 contains 12365 members 
Mstep: Class 13 contains 24540 members 
Mstep: Class 14 contains 68419 members 
Mstep: Class 15 contains 31806 members 
Mstep: Class 16 contains 9236 members 
Mstep: Class 17 contains 4975 members 
Mstep: Class 18 contains 8094 members 
Mstep: Class 19 contains 1508 members 
Mstep: Class 20 contains 2755 members 
Entering Unmasked Estep 
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Iteration 65Q: 21 clusters Score -1.572901e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 150177 members 
Mstep: Class 2 contains 1060 members 
Mstep: Class 3 contains 6465 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 120880 members 
Mstep: Class 6 contains 7170 members 
Mstep: Class 7 contains 34428 members 
Mstep: Class 8 contains 6841 members 
Mstep: Class 9 contains 22162 members 
Mstep: Class 10 contains 815 members 
Mstep: Class 11 contains 7344 members 
Mstep: Class 12 contains 12375 members 
Mstep: Class 13 contains 24361 members 
Mstep: Class 14 contains 68356 members 
Mstep: Class 15 contains 31833 members 
Mstep: Class 16 contains 9250 members 
Mstep: Class 17 contains 5000 members 
Mstep: Class 18 contains 8113 members 
Mstep: Class 19 contains 1518 members 
Mstep: Class 20 contains 2740 members 
Entering Unmasked Estep 
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Iteration 66Q: 21 clusters Score -1.572903e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 150126 members 
Mstep: Class 2 contains 1068 members 
Mstep: Class 3 contains 6463 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 120920 members 
Mstep: Class 6 contains 7188 members 
Mstep: Class 7 contains 34535 members 
Mstep: Class 8 contains 6834 members 
Mstep: Class 9 contains 22207 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 7341 members 
Mstep: Class 12 contains 12383 members 
Mstep: Class 13 contains 24199 members 
Mstep: Class 14 contains 68290 members 
Mstep: Class 15 contains 31862 members 
Mstep: Class 16 contains 9259 members 
Mstep: Class 17 contains 5022 members 
Mstep: Class 18 contains 8129 members 
Mstep: Class 19 contains 1525 members 
Mstep: Class 20 contains 2719 members 
Entering Unmasked Estep 
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Iteration 67Q: 21 clusters Score -1.572907e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 150087 members 
Mstep: Class 2 contains 1077 members 
Mstep: Class 3 contains 6454 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 120952 members 
Mstep: Class 6 contains 7209 members 
Mstep: Class 7 contains 34637 members 
Mstep: Class 8 contains 6821 members 
Mstep: Class 9 contains 22236 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 7338 members 
Mstep: Class 12 contains 12379 members 
Mstep: Class 13 contains 24057 members 
Mstep: Class 14 contains 68249 members 
Mstep: Class 15 contains 31888 members 
Mstep: Class 16 contains 9269 members 
Mstep: Class 17 contains 5051 members 
Mstep: Class 18 contains 8142 members 
Mstep: Class 19 contains 1533 members 
Mstep: Class 20 contains 2687 members 
Entering Unmasked Estep 
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Iteration 68Q: 21 clusters Score -1.572908e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 150056 members 
Mstep: Class 2 contains 1083 members 
Mstep: Class 3 contains 6457 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 120976 members 
Mstep: Class 6 contains 7219 members 
Mstep: Class 7 contains 34727 members 
Mstep: Class 8 contains 6807 members 
Mstep: Class 9 contains 22259 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 7334 members 
Mstep: Class 12 contains 12383 members 
Mstep: Class 13 contains 23930 members 
Mstep: Class 14 contains 68212 members 
Mstep: Class 15 contains 31916 members 
Mstep: Class 16 contains 9273 members 
Mstep: Class 17 contains 5072 members 
Mstep: Class 18 contains 8158 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 2664 members 
Entering Unmasked Estep 
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Iteration 69Q: 21 clusters Score -1.572913e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 1089 members 
Mstep: Class 3 contains 6454 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 121004 members 
Mstep: Class 6 contains 7227 members 
Mstep: Class 7 contains 34813 members 
Mstep: Class 8 contains 6802 members 
Mstep: Class 9 contains 22293 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 7331 members 
Mstep: Class 12 contains 12388 members 
Mstep: Class 13 contains 23795 members 
Mstep: Class 14 contains 68180 members 
Mstep: Class 15 contains 31938 members 
Mstep: Class 16 contains 9282 members 
Mstep: Class 17 contains 5088 members 
Mstep: Class 18 contains 8178 members 
Mstep: Class 19 contains 1548 members 
Mstep: Class 20 contains 2642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729196.000000 Penalty: 11982.464844
Iteration 70Q: 21 clusters Score -1.57292e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149969 members 
Mstep: Class 2 contains 1095 members 
Mstep: Class 3 contains 6455 members 
Mstep: Class 4 contains 2168 members 
Mstep: Class 5 contains 121044 members 
Mstep: Class 6 contains 7234 members 
Mstep: Class 7 contains 34885 members 
Mstep: Class 8 contains 6793 members 
Mstep: Class 9 contains 22327 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 7330 members 
Mstep: Class 12 contains 12383 members 
Mstep: Class 13 contains 23679 members 
Mstep: Class 14 contains 68143 members 
Mstep: Class 15 contains 31946 members 
Mstep: Class 16 contains 9292 members 
Mstep: Class 17 contains 5099 members 
Mstep: Class 18 contains 8198 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 2631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729150.000000 Penalty: 11982.464844
Iteration 71Q: 21 clusters Score -1.572915e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149924 members 
Mstep: Class 2 contains 1102 members 
Mstep: Class 3 contains 6452 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 121088 members 
Mstep: Class 6 contains 7240 members 
Mstep: Class 7 contains 34941 members 
Mstep: Class 8 contains 6790 members 
Mstep: Class 9 contains 22371 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 7326 members 
Mstep: Class 12 contains 12378 members 
Mstep: Class 13 contains 23572 members 
Mstep: Class 14 contains 68099 members 
Mstep: Class 15 contains 31957 members 
Mstep: Class 16 contains 9297 members 
Mstep: Class 17 contains 5111 members 
Mstep: Class 18 contains 8221 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 2628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729150.000000 Penalty: 11982.464844
Iteration 72Q: 21 clusters Score -1.572915e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149894 members 
Mstep: Class 2 contains 1109 members 
Mstep: Class 3 contains 6452 members 
Mstep: Class 4 contains 2168 members 
Mstep: Class 5 contains 121129 members 
Mstep: Class 6 contains 7243 members 
Mstep: Class 7 contains 34987 members 
Mstep: Class 8 contains 6762 members 
Mstep: Class 9 contains 22403 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 7333 members 
Mstep: Class 12 contains 12376 members 
Mstep: Class 13 contains 23488 members 
Mstep: Class 14 contains 68070 members 
Mstep: Class 15 contains 31964 members 
Mstep: Class 16 contains 9298 members 
Mstep: Class 17 contains 5126 members 
Mstep: Class 18 contains 8245 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 2617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729179.000000 Penalty: 11982.464844
Iteration 73Q: 21 clusters Score -1.572918e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149869 members 
Mstep: Class 2 contains 1117 members 
Mstep: Class 3 contains 6446 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 121176 members 
Mstep: Class 6 contains 7248 members 
Mstep: Class 7 contains 35051 members 
Mstep: Class 8 contains 6734 members 
Mstep: Class 9 contains 22443 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 7336 members 
Mstep: Class 12 contains 12361 members 
Mstep: Class 13 contains 23398 members 
Mstep: Class 14 contains 68028 members 
Mstep: Class 15 contains 31965 members 
Mstep: Class 16 contains 9296 members 
Mstep: Class 17 contains 5145 members 
Mstep: Class 18 contains 8272 members 
Mstep: Class 19 contains 1561 members 
Mstep: Class 20 contains 2612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729134.000000 Penalty: 11982.464844
Iteration 74Q: 21 clusters Score -1.572913e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149850 members 
Mstep: Class 2 contains 1124 members 
Mstep: Class 3 contains 6446 members 
Mstep: Class 4 contains 2170 members 
Mstep: Class 5 contains 121221 members 
Mstep: Class 6 contains 7251 members 
Mstep: Class 7 contains 35121 members 
Mstep: Class 8 contains 6710 members 
Mstep: Class 9 contains 22473 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 7339 members 
Mstep: Class 12 contains 12351 members 
Mstep: Class 13 contains 23294 members 
Mstep: Class 14 contains 67992 members 
Mstep: Class 15 contains 31970 members 
Mstep: Class 16 contains 9295 members 
Mstep: Class 17 contains 5159 members 
Mstep: Class 18 contains 8295 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 2605 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729151.000000 Penalty: 11982.464844
Iteration 75Q: 21 clusters Score -1.572915e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149823 members 
Mstep: Class 2 contains 1133 members 
Mstep: Class 3 contains 6452 members 
Mstep: Class 4 contains 2171 members 
Mstep: Class 5 contains 121257 members 
Mstep: Class 6 contains 7254 members 
Mstep: Class 7 contains 35191 members 
Mstep: Class 8 contains 6700 members 
Mstep: Class 9 contains 22504 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 7337 members 
Mstep: Class 12 contains 12336 members 
Mstep: Class 13 contains 23178 members 
Mstep: Class 14 contains 67959 members 
Mstep: Class 15 contains 31969 members 
Mstep: Class 16 contains 9304 members 
Mstep: Class 17 contains 5171 members 
Mstep: Class 18 contains 8325 members 
Mstep: Class 19 contains 1560 members 
Mstep: Class 20 contains 2601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729152.000000 Penalty: 11982.464844
Iteration 76Q: 21 clusters Score -1.572915e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149806 members 
Mstep: Class 2 contains 1145 members 
Mstep: Class 3 contains 6451 members 
Mstep: Class 4 contains 2172 members 
Mstep: Class 5 contains 121277 members 
Mstep: Class 6 contains 7261 members 
Mstep: Class 7 contains 35259 members 
Mstep: Class 8 contains 6694 members 
Mstep: Class 9 contains 22525 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 7340 members 
Mstep: Class 12 contains 12320 members 
Mstep: Class 13 contains 23091 members 
Mstep: Class 14 contains 67908 members 
Mstep: Class 15 contains 31971 members 
Mstep: Class 16 contains 9306 members 
Mstep: Class 17 contains 5182 members 
Mstep: Class 18 contains 8362 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 2595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729161.000000 Penalty: 11982.464844
Iteration 77Q: 21 clusters Score -1.572916e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149786 members 
Mstep: Class 2 contains 1151 members 
Mstep: Class 3 contains 6450 members 
Mstep: Class 4 contains 2174 members 
Mstep: Class 5 contains 121304 members 
Mstep: Class 6 contains 7261 members 
Mstep: Class 7 contains 35331 members 
Mstep: Class 8 contains 6684 members 
Mstep: Class 9 contains 22541 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 7335 members 
Mstep: Class 12 contains 12304 members 
Mstep: Class 13 contains 23009 members 
Mstep: Class 14 contains 67858 members 
Mstep: Class 15 contains 31978 members 
Mstep: Class 16 contains 9312 members 
Mstep: Class 17 contains 5194 members 
Mstep: Class 18 contains 8403 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 2589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729189.000000 Penalty: 11982.464844
Iteration 78Q: 21 clusters Score -1.572919e+07 nChanged 381
Entering ConstructFrom: 
Score: -15729189.000000 Penalty: 11982.464844
Entering ConstructFrom: 
Trying to split cluster 1 (149779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149779 members 
Entering Unmasked Estep 
Score: -4970366.500000 Penalty: 542.219666
	Iteration 0F: 2 clusters Score -4970366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74768 members 
Mstep: Class 2 contains 75011 members 
Entering Unmasked Estep 
Score: -4868871.500000 Penalty: 1084.439331
	Iteration 0F: 3 clusters Score -4868872 nChanged 73350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 83863 members 
Entering Unmasked Estep 
Score: -4916104.000000 Penalty: 1084.439331
	Iteration 1F: 3 clusters Score -4916104 nChanged 9092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60328 members 
Mstep: Class 2 contains 89451 members 
Entering Unmasked Estep 
Score: -4920238.500000 Penalty: 1084.439331
	Iteration 2F: 3 clusters Score -4920238 nChanged 10008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53292 members 
Mstep: Class 2 contains 96487 members 
Entering Unmasked Estep 
Score: -4925348.000000 Penalty: 1084.439331
	Iteration 3F: 3 clusters Score -4925348 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 104610 members 
Entering Unmasked Estep 
Score: -4931183.500000 Penalty: 1084.439331
	Iteration 4F: 3 clusters Score -4931184 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36273 members 
Mstep: Class 2 contains 113506 members 
Entering Unmasked Estep 
Score: -4937742.000000 Penalty: 1084.439331
	Iteration 5F: 3 clusters Score -4937742 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 123022 members 
Entering Unmasked Estep 
Score: -4945506.500000 Penalty: 1084.439331
	Iteration 6F: 3 clusters Score -4945506 nChanged 9617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 132607 members 
Entering Unmasked Estep 
Score: -4954211.500000 Penalty: 1084.439331
	Iteration 7F: 3 clusters Score -4954212 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 140610 members 
Entering Unmasked Estep 
Score: -4961845.000000 Penalty: 1084.439331
	Iteration 8F: 3 clusters Score -4961845 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 145788 members 
Entering Unmasked Estep 
Score: -4966629.500000 Penalty: 1084.439331
	Iteration 9Q: 3 clusters Score -4966630 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 148296 members 
Entering Unmasked Estep 
Score: -4968816.500000 Penalty: 1084.439331
	Iteration 10Q: 3 clusters Score -4968816 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 149233 members 
Entering Unmasked Estep 
Score: -4969541.000000 Penalty: 1084.439331
	Iteration 11Q: 3 clusters Score -4969541 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 149531 members 
Entering Unmasked Estep 
Score: -4969768.500000 Penalty: 1084.439331
	Iteration 12Q: 3 clusters Score -4969768 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 149615 members 
Entering Unmasked Estep 
Score: -4969843.500000 Penalty: 1084.439331
	Iteration 13Q: 3 clusters Score -4969844 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 149642 members 
Entering Unmasked Estep 
Score: -4969864.500000 Penalty: 1084.439331
	Iteration 14Q: 3 clusters Score -4969864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 149653 members 
Entering Unmasked Estep 
Score: -4969875.000000 Penalty: 1084.439331
	Iteration 15Q: 3 clusters Score -4969875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 149662 members 
Entering Unmasked Estep 
Score: -4969875.500000 Penalty: 1084.439331
	Iteration 16Q: 3 clusters Score -4969876 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 149666 members 
Entering Unmasked Estep 
Score: -4969891.500000 Penalty: 1084.439331
	Iteration 17Q: 3 clusters Score -4969892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 149670 members 
Entering Unmasked Estep 
Score: -4969893.000000 Penalty: 1084.439331
	Iteration 18Q: 3 clusters Score -4969893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 149667 members 
Entering Unmasked Estep 
Score: -4969898.500000 Penalty: 1084.439331
	Iteration 19Q: 3 clusters Score -4969898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 149668 members 
Entering Unmasked Estep 
Score: -4969897.000000 Penalty: 1084.439331
	Iteration 20F: 3 clusters Score -4969897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Entering Unmasked Estep 
Score: -37214.363281 Penalty: 320.938141
	Iteration 0F: 2 clusters Score -37214.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -36322.226562 Penalty: 641.876282
	Iteration 0F: 3 clusters Score -36322.23 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -36557.363281 Penalty: 641.876282
	Iteration 1F: 3 clusters Score -36557.36 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -36600.042969 Penalty: 641.876282
	Iteration 2F: 3 clusters Score -36600.04 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36630.851562 Penalty: 641.876282
	Iteration 3Q: 3 clusters Score -36630.85 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -36670.445312 Penalty: 641.876282
	Iteration 4Q: 3 clusters Score -36670.45 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -36722.445312 Penalty: 641.876282
	Iteration 5F: 3 clusters Score -36722.45 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -36776.867188 Penalty: 641.876282
	Iteration 6F: 3 clusters Score -36776.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -36818.468750 Penalty: 641.876282
	Iteration 7Q: 3 clusters Score -36818.47 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -36841.433594 Penalty: 641.876282
	Iteration 8Q: 3 clusters Score -36841.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -36861.671875 Penalty: 641.876282
	Iteration 9Q: 3 clusters Score -36861.67 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -36882.078125 Penalty: 641.876282
	Iteration 10Q: 3 clusters Score -36882.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -36889.671875 Penalty: 641.876282
	Iteration 11Q: 3 clusters Score -36889.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -36895.042969 Penalty: 641.876282
	Iteration 12Q: 3 clusters Score -36895.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -36903.125000 Penalty: 641.876282
	Iteration 13Q: 3 clusters Score -36903.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -36909.855469 Penalty: 641.876282
	Iteration 14Q: 3 clusters Score -36909.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -36919.816406 Penalty: 641.876282
	Iteration 15Q: 3 clusters Score -36919.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -36929.636719 Penalty: 641.876282
	Iteration 16Q: 3 clusters Score -36929.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -36932.824219 Penalty: 641.876282
	Iteration 17Q: 3 clusters Score -36932.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -36932.824219 Penalty: 641.876282
	Iteration 18F: 3 clusters Score -36932.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Entering Unmasked Estep 
Score: -191155.234375 Penalty: 399.118500
	Iteration 0F: 2 clusters Score -191155.2 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 3230 members 
Entering Unmasked Estep 
Score: -186860.031250 Penalty: 798.237000
	Iteration 0F: 3 clusters Score -186860 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -188654.656250 Penalty: 798.237000
	Iteration 1F: 3 clusters Score -188654.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -188917.687500 Penalty: 798.237000
	Iteration 2F: 3 clusters Score -188917.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -189142.156250 Penalty: 798.237000
	Iteration 3F: 3 clusters Score -189142.2 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -189330.578125 Penalty: 798.237000
	Iteration 4F: 3 clusters Score -189330.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -189507.406250 Penalty: 798.237000
	Iteration 5F: 3 clusters Score -189507.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -189651.265625 Penalty: 798.237000
	Iteration 6Q: 3 clusters Score -189651.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -189775.734375 Penalty: 798.237000
	Iteration 7Q: 3 clusters Score -189775.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -189882.734375 Penalty: 798.237000
	Iteration 8Q: 3 clusters Score -189882.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -190005.031250 Penalty: 798.237000
	Iteration 9Q: 3 clusters Score -190005 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -190124.062500 Penalty: 798.237000
	Iteration 10Q: 3 clusters Score -190124.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -190239.609375 Penalty: 798.237000
	Iteration 11Q: 3 clusters Score -190239.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -190347.625000 Penalty: 798.237000
	Iteration 12Q: 3 clusters Score -190347.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -190447.406250 Penalty: 798.237000
	Iteration 13Q: 3 clusters Score -190447.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -190526.859375 Penalty: 798.237000
	Iteration 14Q: 3 clusters Score -190526.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -190566.531250 Penalty: 798.237000
	Iteration 15Q: 3 clusters Score -190566.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -190589.312500 Penalty: 798.237000
	Iteration 16Q: 3 clusters Score -190589.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -190609.015625 Penalty: 798.237000
	Iteration 17Q: 3 clusters Score -190609 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -190625.031250 Penalty: 798.237000
	Iteration 18Q: 3 clusters Score -190625 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -190637.359375 Penalty: 798.237000
	Iteration 19Q: 3 clusters Score -190637.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -190643.296875 Penalty: 798.237000
	Iteration 20F: 3 clusters Score -190643.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -190648.375000 Penalty: 798.237000
	Iteration 21Q: 3 clusters Score -190648.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -190653.046875 Penalty: 798.237000
	Iteration 22Q: 3 clusters Score -190653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -190655.421875 Penalty: 798.237000
	Iteration 23Q: 3 clusters Score -190655.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -190658.078125 Penalty: 798.237000
	Iteration 24Q: 3 clusters Score -190658.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -190660.187500 Penalty: 798.237000
	Iteration 25Q: 3 clusters Score -190660.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -190661.296875 Penalty: 798.237000
	Iteration 26Q: 3 clusters Score -190661.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -190662.703125 Penalty: 798.237000
	Iteration 27Q: 3 clusters Score -190662.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -190663.531250 Penalty: 798.237000
	Iteration 28Q: 3 clusters Score -190663.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -190664.562500 Penalty: 798.237000
	Iteration 29Q: 3 clusters Score -190664.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -190666.359375 Penalty: 798.237000
	Iteration 30Q: 3 clusters Score -190666.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -190667.203125 Penalty: 798.237000
	Iteration 31Q: 3 clusters Score -190667.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -190669.453125 Penalty: 798.237000
	Iteration 32Q: 3 clusters Score -190669.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -190671.734375 Penalty: 798.237000
	Iteration 33Q: 3 clusters Score -190671.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -190672.281250 Penalty: 798.237000
	Iteration 34Q: 3 clusters Score -190672.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -190673.046875 Penalty: 798.237000
	Iteration 35Q: 3 clusters Score -190673 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -190673.875000 Penalty: 798.237000
	Iteration 36Q: 3 clusters Score -190673.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -190675.406250 Penalty: 798.237000
	Iteration 37Q: 3 clusters Score -190675.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -190676.578125 Penalty: 798.237000
	Iteration 38Q: 3 clusters Score -190676.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -190677.296875 Penalty: 798.237000
	Iteration 39Q: 3 clusters Score -190677.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -190679.171875 Penalty: 798.237000
	Iteration 40F: 3 clusters Score -190679.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -190681.593750 Penalty: 798.237000
	Iteration 41Q: 3 clusters Score -190681.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -190683.546875 Penalty: 798.237000
	Iteration 42Q: 3 clusters Score -190683.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -190685.484375 Penalty: 798.237000
	Iteration 43Q: 3 clusters Score -190685.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -190687.031250 Penalty: 798.237000
	Iteration 44Q: 3 clusters Score -190687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -190689.093750 Penalty: 798.237000
	Iteration 45Q: 3 clusters Score -190689.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -190691.328125 Penalty: 798.237000
	Iteration 46Q: 3 clusters Score -190691.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -190694.875000 Penalty: 798.237000
	Iteration 47Q: 3 clusters Score -190694.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -190700.078125 Penalty: 798.237000
	Iteration 48Q: 3 clusters Score -190700.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -190705.093750 Penalty: 798.237000
	Iteration 49Q: 3 clusters Score -190705.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -190710.546875 Penalty: 798.237000
	Iteration 50Q: 3 clusters Score -190710.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -190714.843750 Penalty: 798.237000
	Iteration 51Q: 3 clusters Score -190714.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -190718.046875 Penalty: 798.237000
	Iteration 52Q: 3 clusters Score -190718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -190721.296875 Penalty: 798.237000
	Iteration 53Q: 3 clusters Score -190721.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -190723.953125 Penalty: 798.237000
	Iteration 54Q: 3 clusters Score -190724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -190726.187500 Penalty: 798.237000
	Iteration 55Q: 3 clusters Score -190726.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -190728.453125 Penalty: 798.237000
	Iteration 56Q: 3 clusters Score -190728.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -190731.531250 Penalty: 798.237000
	Iteration 57Q: 3 clusters Score -190731.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -190735.062500 Penalty: 798.237000
	Iteration 58Q: 3 clusters Score -190735.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -190738.359375 Penalty: 798.237000
	Iteration 59Q: 3 clusters Score -190738.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -190742.625000 Penalty: 798.237000
	Iteration 60F: 3 clusters Score -190742.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -190746.734375 Penalty: 798.237000
	Iteration 61Q: 3 clusters Score -190746.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -190752.859375 Penalty: 798.237000
	Iteration 62Q: 3 clusters Score -190752.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -190759.203125 Penalty: 798.237000
	Iteration 63Q: 3 clusters Score -190759.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -190763.406250 Penalty: 798.237000
	Iteration 64Q: 3 clusters Score -190763.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -190768.656250 Penalty: 798.237000
	Iteration 65Q: 3 clusters Score -190768.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -190774.281250 Penalty: 798.237000
	Iteration 66Q: 3 clusters Score -190774.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -190780.656250 Penalty: 798.237000
	Iteration 67Q: 3 clusters Score -190780.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -190788.640625 Penalty: 798.237000
	Iteration 68Q: 3 clusters Score -190788.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -190796.968750 Penalty: 798.237000
	Iteration 69Q: 3 clusters Score -190797 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -190803.500000 Penalty: 798.237000
	Iteration 70Q: 3 clusters Score -190803.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -190810.421875 Penalty: 798.237000
	Iteration 71Q: 3 clusters Score -190810.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -190815.968750 Penalty: 798.237000
	Iteration 72Q: 3 clusters Score -190816 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -190820.156250 Penalty: 798.237000
	Iteration 73Q: 3 clusters Score -190820.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -190822.656250 Penalty: 798.237000
	Iteration 74Q: 3 clusters Score -190822.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -190827.531250 Penalty: 798.237000
	Iteration 75Q: 3 clusters Score -190827.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -190829.656250 Penalty: 798.237000
	Iteration 76Q: 3 clusters Score -190829.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -190830.093750 Penalty: 798.237000
	Iteration 77Q: 3 clusters Score -190830.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -190830.781250 Penalty: 798.237000
	Iteration 78Q: 3 clusters Score -190830.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -190831.203125 Penalty: 798.237000
	Iteration 79Q: 3 clusters Score -190831.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -190832.015625 Penalty: 798.237000
	Iteration 80F: 3 clusters Score -190832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -190833.500000 Penalty: 798.237000
	Iteration 81Q: 3 clusters Score -190833.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -190834.515625 Penalty: 798.237000
	Iteration 82Q: 3 clusters Score -190834.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -190835.390625 Penalty: 798.237000
	Iteration 83Q: 3 clusters Score -190835.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -190837.406250 Penalty: 798.237000
	Iteration 84Q: 3 clusters Score -190837.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -190844.421875 Penalty: 798.237000
	Iteration 85Q: 3 clusters Score -190844.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -190849.312500 Penalty: 798.237000
	Iteration 86Q: 3 clusters Score -190849.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -190852.687500 Penalty: 798.237000
	Iteration 87Q: 3 clusters Score -190852.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -190854.406250 Penalty: 798.237000
	Iteration 88Q: 3 clusters Score -190854.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -190854.406250 Penalty: 798.237000
	Iteration 89F: 3 clusters Score -190854.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Entering Unmasked Estep 
Score: -68682.515625 Penalty: 349.594849
	Iteration 0F: 2 clusters Score -68682.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -67138.648438 Penalty: 699.189697
	Iteration 0F: 3 clusters Score -67138.65 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -67630.351562 Penalty: 699.189697
	Iteration 1F: 3 clusters Score -67630.35 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -67694.914062 Penalty: 699.189697
	Iteration 2F: 3 clusters Score -67694.91 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -67768.070312 Penalty: 699.189697
	Iteration 3F: 3 clusters Score -67768.07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -67859.765625 Penalty: 699.189697
	Iteration 4F: 3 clusters Score -67859.77 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -67944.968750 Penalty: 699.189697
	Iteration 5F: 3 clusters Score -67944.97 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -68032.703125 Penalty: 699.189697
	Iteration 6F: 3 clusters Score -68032.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -68103.750000 Penalty: 699.189697
	Iteration 7F: 3 clusters Score -68103.75 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -68152.515625 Penalty: 699.189697
	Iteration 8Q: 3 clusters Score -68152.52 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -68193.593750 Penalty: 699.189697
	Iteration 9Q: 3 clusters Score -68193.59 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -68223.101562 Penalty: 699.189697
	Iteration 10Q: 3 clusters Score -68223.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -68247.234375 Penalty: 699.189697
	Iteration 11Q: 3 clusters Score -68247.23 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -68267.546875 Penalty: 699.189697
	Iteration 12Q: 3 clusters Score -68267.55 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -68286.257812 Penalty: 699.189697
	Iteration 13Q: 3 clusters Score -68286.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -68297.289062 Penalty: 699.189697
	Iteration 14Q: 3 clusters Score -68297.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -68301.132812 Penalty: 699.189697
	Iteration 15Q: 3 clusters Score -68301.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -68306.335938 Penalty: 699.189697
	Iteration 16Q: 3 clusters Score -68306.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -68311.507812 Penalty: 699.189697
	Iteration 17Q: 3 clusters Score -68311.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -68315.625000 Penalty: 699.189697
	Iteration 18Q: 3 clusters Score -68315.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -68318.062500 Penalty: 699.189697
	Iteration 19Q: 3 clusters Score -68318.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -68320.539062 Penalty: 699.189697
	Iteration 20F: 3 clusters Score -68320.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -68322.054688 Penalty: 699.189697
	Iteration 21Q: 3 clusters Score -68322.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -68323.703125 Penalty: 699.189697
	Iteration 22Q: 3 clusters Score -68323.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -68326.046875 Penalty: 699.189697
	Iteration 23Q: 3 clusters Score -68326.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -68332.695312 Penalty: 699.189697
	Iteration 24Q: 3 clusters Score -68332.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -68333.148438 Penalty: 699.189697
	Iteration 25Q: 3 clusters Score -68333.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -68334.273438 Penalty: 699.189697
	Iteration 26Q: 3 clusters Score -68334.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -68334.671875 Penalty: 699.189697
	Iteration 27Q: 3 clusters Score -68334.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -68335.210938 Penalty: 699.189697
	Iteration 28Q: 3 clusters Score -68335.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -68336.109375 Penalty: 699.189697
	Iteration 29Q: 3 clusters Score -68336.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -68336.578125 Penalty: 699.189697
	Iteration 30Q: 3 clusters Score -68336.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -68337.187500 Penalty: 699.189697
	Iteration 31Q: 3 clusters Score -68337.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -68337.921875 Penalty: 699.189697
	Iteration 32Q: 3 clusters Score -68337.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -68338.437500 Penalty: 699.189697
	Iteration 33Q: 3 clusters Score -68338.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -68339.359375 Penalty: 699.189697
	Iteration 34Q: 3 clusters Score -68339.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -68340.500000 Penalty: 699.189697
	Iteration 35Q: 3 clusters Score -68340.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -68341.789062 Penalty: 699.189697
	Iteration 36Q: 3 clusters Score -68341.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -68343.343750 Penalty: 699.189697
	Iteration 37Q: 3 clusters Score -68343.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -68343.890625 Penalty: 699.189697
	Iteration 38Q: 3 clusters Score -68343.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -68344.335938 Penalty: 699.189697
	Iteration 39Q: 3 clusters Score -68344.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -68344.687500 Penalty: 699.189697
	Iteration 40F: 3 clusters Score -68344.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -68345.101562 Penalty: 699.189697
	Iteration 41Q: 3 clusters Score -68345.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -68346.281250 Penalty: 699.189697
	Iteration 42Q: 3 clusters Score -68346.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -68348.046875 Penalty: 699.189697
	Iteration 43Q: 3 clusters Score -68348.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -68350.820312 Penalty: 699.189697
	Iteration 44Q: 3 clusters Score -68350.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -68356.179688 Penalty: 699.189697
	Iteration 45Q: 3 clusters Score -68356.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -68365.218750 Penalty: 699.189697
	Iteration 46Q: 3 clusters Score -68365.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -68373.953125 Penalty: 699.189697
	Iteration 47Q: 3 clusters Score -68373.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -68384.343750 Penalty: 699.189697
	Iteration 48Q: 3 clusters Score -68384.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -68391.156250 Penalty: 699.189697
	Iteration 49Q: 3 clusters Score -68391.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -68395.148438 Penalty: 699.189697
	Iteration 50Q: 3 clusters Score -68395.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -68400.007812 Penalty: 699.189697
	Iteration 51Q: 3 clusters Score -68400.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -68403.281250 Penalty: 699.189697
	Iteration 52Q: 3 clusters Score -68403.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -68405.257812 Penalty: 699.189697
	Iteration 53Q: 3 clusters Score -68405.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -68407.148438 Penalty: 699.189697
	Iteration 54Q: 3 clusters Score -68407.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -68408.437500 Penalty: 699.189697
	Iteration 55Q: 3 clusters Score -68408.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -68409.117188 Penalty: 699.189697
	Iteration 56Q: 3 clusters Score -68409.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -68409.523438 Penalty: 699.189697
	Iteration 57Q: 3 clusters Score -68409.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -68409.929688 Penalty: 699.189697
	Iteration 58Q: 3 clusters Score -68409.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -68409.929688 Penalty: 699.189697
	Iteration 59F: 3 clusters Score -68409.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (121323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121323 members 
Entering Unmasked Estep 
Score: -3990306.250000 Penalty: 532.632629
	Iteration 0F: 2 clusters Score -3990306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60493 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -3908012.250000 Penalty: 1065.265259
	Iteration 0F: 3 clusters Score -3908012 nChanged 59437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51458 members 
Mstep: Class 2 contains 69865 members 
Entering Unmasked Estep 
Score: -3945295.250000 Penalty: 1065.265259
	Iteration 1F: 3 clusters Score -3945295 nChanged 7604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 75329 members 
Entering Unmasked Estep 
Score: -3949145.000000 Penalty: 1065.265259
	Iteration 2F: 3 clusters Score -3949145 nChanged 8873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 82414 members 
Entering Unmasked Estep 
Score: -3954754.500000 Penalty: 1065.265259
	Iteration 3F: 3 clusters Score -3954754 nChanged 9593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30522 members 
Mstep: Class 2 contains 90801 members 
Entering Unmasked Estep 
Score: -3962007.000000 Penalty: 1065.265259
	Iteration 4F: 3 clusters Score -3962007 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 99397 members 
Entering Unmasked Estep 
Score: -3969830.750000 Penalty: 1065.265259
	Iteration 5F: 3 clusters Score -3969831 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 106936 members 
Entering Unmasked Estep 
Score: -3976700.000000 Penalty: 1065.265259
	Iteration 6F: 3 clusters Score -3976700 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 112915 members 
Entering Unmasked Estep 
Score: -3982360.500000 Penalty: 1065.265259
	Iteration 7Q: 3 clusters Score -3982360 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 116943 members 
Entering Unmasked Estep 
Score: -3986125.750000 Penalty: 1065.265259
	Iteration 8Q: 3 clusters Score -3986126 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 119119 members 
Entering Unmasked Estep 
Score: -3988150.500000 Penalty: 1065.265259
	Iteration 9Q: 3 clusters Score -3988150 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 120161 members 
Entering Unmasked Estep 
Score: -3989083.250000 Penalty: 1065.265259
	Iteration 10Q: 3 clusters Score -3989083 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 120646 members 
Entering Unmasked Estep 
Score: -3989546.250000 Penalty: 1065.265259
	Iteration 11Q: 3 clusters Score -3989546 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 120838 members 
Entering Unmasked Estep 
Score: -3989736.750000 Penalty: 1065.265259
	Iteration 12Q: 3 clusters Score -3989737 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 120898 members 
Entering Unmasked Estep 
Score: -3989828.000000 Penalty: 1065.265259
	Iteration 13Q: 3 clusters Score -3989828 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 120927 members 
Entering Unmasked Estep 
Score: -3989860.750000 Penalty: 1065.265259
	Iteration 14Q: 3 clusters Score -3989861 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 120956 members 
Entering Unmasked Estep 
Score: -3989882.000000 Penalty: 1065.265259
	Iteration 15Q: 3 clusters Score -3989882 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 120970 members 
Entering Unmasked Estep 
Score: -3989904.000000 Penalty: 1065.265259
	Iteration 16Q: 3 clusters Score -3989904 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 120976 members 
Entering Unmasked Estep 
Score: -3989916.500000 Penalty: 1065.265259
	Iteration 17Q: 3 clusters Score -3989916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 120986 members 
Entering Unmasked Estep 
Score: -3989926.250000 Penalty: 1065.265259
	Iteration 18Q: 3 clusters Score -3989926 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 120992 members 
Entering Unmasked Estep 
Score: -3989939.250000 Penalty: 1065.265259
	Iteration 19Q: 3 clusters Score -3989939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 120989 members 
Entering Unmasked Estep 
Score: -3989945.750000 Penalty: 1065.265259
	Iteration 20F: 3 clusters Score -3989946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 120985 members 
Entering Unmasked Estep 
Score: -3989951.000000 Penalty: 1065.265259
	Iteration 21Q: 3 clusters Score -3989951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 120983 members 
Entering Unmasked Estep 
Score: -3989951.000000 Penalty: 1065.265259
	Iteration 22Q: 3 clusters Score -3989951 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 120979 members 
Entering Unmasked Estep 
Score: -3989958.250000 Penalty: 1065.265259
	Iteration 23Q: 3 clusters Score -3989958 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 120976 members 
Entering Unmasked Estep 
Score: -3989961.250000 Penalty: 1065.265259
	Iteration 24Q: 3 clusters Score -3989961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 120972 members 
Entering Unmasked Estep 
Score: -3989965.500000 Penalty: 1065.265259
	Iteration 25Q: 3 clusters Score -3989966 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 120968 members 
Entering Unmasked Estep 
Score: -3989966.500000 Penalty: 1065.265259
	Iteration 26Q: 3 clusters Score -3989966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 120964 members 
Entering Unmasked Estep 
Score: -3989967.500000 Penalty: 1065.265259
	Iteration 27Q: 3 clusters Score -3989968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 120959 members 
Entering Unmasked Estep 
Score: -3989971.000000 Penalty: 1065.265259
	Iteration 28Q: 3 clusters Score -3989971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 120956 members 
Entering Unmasked Estep 
Score: -3989971.000000 Penalty: 1065.265259
	Iteration 29Q: 3 clusters Score -3989971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 120954 members 
Entering Unmasked Estep 
Score: -3989967.250000 Penalty: 1065.265259
	Iteration 30Q: 3 clusters Score -3989967 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 120950 members 
Entering Unmasked Estep 
Score: -3989969.750000 Penalty: 1065.265259
	Iteration 31Q: 3 clusters Score -3989970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 120948 members 
Entering Unmasked Estep 
Score: -3989976.500000 Penalty: 1065.265259
	Iteration 32Q: 3 clusters Score -3989976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 120948 members 
Entering Unmasked Estep 
Score: -3989980.250000 Penalty: 1065.265259
	Iteration 33Q: 3 clusters Score -3989980 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 120946 members 
Entering Unmasked Estep 
Score: -3989983.750000 Penalty: 1065.265259
	Iteration 34Q: 3 clusters Score -3989984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 120940 members 
Entering Unmasked Estep 
Score: -3989988.000000 Penalty: 1065.265259
	Iteration 35Q: 3 clusters Score -3989988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 120938 members 
Entering Unmasked Estep 
Score: -3989987.500000 Penalty: 1065.265259
	Iteration 36Q: 3 clusters Score -3989988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 120939 members 
Entering Unmasked Estep 
Score: -3989989.250000 Penalty: 1065.265259
	Iteration 37Q: 3 clusters Score -3989989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 120939 members 
Entering Unmasked Estep 
Score: -3989989.250000 Penalty: 1065.265259
	Iteration 38F: 3 clusters Score -3989989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Entering Unmasked Estep 
Score: -224271.593750 Penalty: 404.494873
	Iteration 0F: 2 clusters Score -224271.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -219471.859375 Penalty: 808.989746
	Iteration 0F: 3 clusters Score -219471.9 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -221302.328125 Penalty: 808.989746
	Iteration 1F: 3 clusters Score -221302.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -221498.671875 Penalty: 808.989746
	Iteration 2F: 3 clusters Score -221498.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -221724.234375 Penalty: 808.989746
	Iteration 3F: 3 clusters Score -221724.2 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -222023.828125 Penalty: 808.989746
	Iteration 4F: 3 clusters Score -222023.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -222396.562500 Penalty: 808.989746
	Iteration 5F: 3 clusters Score -222396.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -222818.875000 Penalty: 808.989746
	Iteration 6F: 3 clusters Score -222818.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -223202.375000 Penalty: 808.989746
	Iteration 7F: 3 clusters Score -223202.4 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -223477.359375 Penalty: 808.989746
	Iteration 8Q: 3 clusters Score -223477.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -223639.296875 Penalty: 808.989746
	Iteration 9Q: 3 clusters Score -223639.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -223739.859375 Penalty: 808.989746
	Iteration 10Q: 3 clusters Score -223739.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -223783.828125 Penalty: 808.989746
	Iteration 11Q: 3 clusters Score -223783.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -223820.093750 Penalty: 808.989746
	Iteration 12Q: 3 clusters Score -223820.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -223850.187500 Penalty: 808.989746
	Iteration 13Q: 3 clusters Score -223850.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -223874.109375 Penalty: 808.989746
	Iteration 14Q: 3 clusters Score -223874.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -223883.843750 Penalty: 808.989746
	Iteration 15Q: 3 clusters Score -223883.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -223891.656250 Penalty: 808.989746
	Iteration 16Q: 3 clusters Score -223891.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -223897.984375 Penalty: 808.989746
	Iteration 17Q: 3 clusters Score -223898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -223905.531250 Penalty: 808.989746
	Iteration 18Q: 3 clusters Score -223905.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -223916.875000 Penalty: 808.989746
	Iteration 19Q: 3 clusters Score -223916.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -223926.671875 Penalty: 808.989746
	Iteration 20F: 3 clusters Score -223926.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -223937.234375 Penalty: 808.989746
	Iteration 21Q: 3 clusters Score -223937.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -223945.875000 Penalty: 808.989746
	Iteration 22Q: 3 clusters Score -223945.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -223951.375000 Penalty: 808.989746
	Iteration 23Q: 3 clusters Score -223951.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -223957.062500 Penalty: 808.989746
	Iteration 24Q: 3 clusters Score -223957.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -223959.968750 Penalty: 808.989746
	Iteration 25Q: 3 clusters Score -223960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -223962.265625 Penalty: 808.989746
	Iteration 26Q: 3 clusters Score -223962.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -223965.218750 Penalty: 808.989746
	Iteration 27Q: 3 clusters Score -223965.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -223967.468750 Penalty: 808.989746
	Iteration 28Q: 3 clusters Score -223967.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -223967.562500 Penalty: 808.989746
	Iteration 29Q: 3 clusters Score -223967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -223968.671875 Penalty: 808.989746
	Iteration 30Q: 3 clusters Score -223968.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -223969.437500 Penalty: 808.989746
	Iteration 31Q: 3 clusters Score -223969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -223970.140625 Penalty: 808.989746
	Iteration 32Q: 3 clusters Score -223970.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -223970.515625 Penalty: 808.989746
	Iteration 33Q: 3 clusters Score -223970.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -223971.328125 Penalty: 808.989746
	Iteration 34Q: 3 clusters Score -223971.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -223971.796875 Penalty: 808.989746
	Iteration 35Q: 3 clusters Score -223971.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -223973.625000 Penalty: 808.989746
	Iteration 36Q: 3 clusters Score -223973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -223974.328125 Penalty: 808.989746
	Iteration 37Q: 3 clusters Score -223974.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -223974.796875 Penalty: 808.989746
	Iteration 38Q: 3 clusters Score -223974.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -223974.796875 Penalty: 808.989746
	Iteration 39Q: 3 clusters Score -223974.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -223974.796875 Penalty: 808.989746
	Iteration 40F: 3 clusters Score -223974.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (35419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Entering Unmasked Estep 
Score: -1120554.375000 Penalty: 476.612640
	Iteration 0F: 2 clusters Score -1120554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -1096766.000000 Penalty: 953.225281
	Iteration 0F: 3 clusters Score -1096766 nChanged 17107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -1106961.250000 Penalty: 953.225281
	Iteration 1F: 3 clusters Score -1106961 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -1107786.875000 Penalty: 953.225281
	Iteration 2F: 3 clusters Score -1107787 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -1108915.375000 Penalty: 953.225281
	Iteration 3F: 3 clusters Score -1108915 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1110447.375000 Penalty: 953.225281
	Iteration 4F: 3 clusters Score -1110447 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1112131.125000 Penalty: 953.225281
	Iteration 5F: 3 clusters Score -1112131 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -1113378.250000 Penalty: 953.225281
	Iteration 6F: 3 clusters Score -1113378 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -1114163.250000 Penalty: 953.225281
	Iteration 7Q: 3 clusters Score -1114163 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1114511.375000 Penalty: 953.225281
	Iteration 8Q: 3 clusters Score -1114511 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -1114657.625000 Penalty: 953.225281
	Iteration 9Q: 3 clusters Score -1114658 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -1114741.500000 Penalty: 953.225281
	Iteration 10Q: 3 clusters Score -1114742 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -1114819.625000 Penalty: 953.225281
	Iteration 11Q: 3 clusters Score -1114820 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -1114901.875000 Penalty: 953.225281
	Iteration 12Q: 3 clusters Score -1114902 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -1114992.625000 Penalty: 953.225281
	Iteration 13Q: 3 clusters Score -1114993 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1115086.250000 Penalty: 953.225281
	Iteration 14Q: 3 clusters Score -1115086 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1115167.000000 Penalty: 953.225281
	Iteration 15Q: 3 clusters Score -1115167 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -1115282.875000 Penalty: 953.225281
	Iteration 16Q: 3 clusters Score -1115283 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -1115386.000000 Penalty: 953.225281
	Iteration 17Q: 3 clusters Score -1115386 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1115485.500000 Penalty: 953.225281
	Iteration 18Q: 3 clusters Score -1115486 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 14218 members 
Entering Unmasked Estep 
Score: -1115603.500000 Penalty: 953.225281
	Iteration 19Q: 3 clusters Score -1115604 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21506 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1115714.500000 Penalty: 953.225281
	Iteration 20F: 3 clusters Score -1115714 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1115851.125000 Penalty: 953.225281
	Iteration 21Q: 3 clusters Score -1115851 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1116000.875000 Penalty: 953.225281
	Iteration 22Q: 3 clusters Score -1116001 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1116172.250000 Penalty: 953.225281
	Iteration 23Q: 3 clusters Score -1116172 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -1116362.375000 Penalty: 953.225281
	Iteration 24Q: 3 clusters Score -1116362 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -1116576.375000 Penalty: 953.225281
	Iteration 25Q: 3 clusters Score -1116576 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -1116779.375000 Penalty: 953.225281
	Iteration 26Q: 3 clusters Score -1116779 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -1116953.750000 Penalty: 953.225281
	Iteration 27Q: 3 clusters Score -1116954 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -1117144.375000 Penalty: 953.225281
	Iteration 28Q: 3 clusters Score -1117144 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1117313.000000 Penalty: 953.225281
	Iteration 29Q: 3 clusters Score -1117313 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25517 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -1117472.250000 Penalty: 953.225281
	Iteration 30Q: 3 clusters Score -1117472 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25938 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1117654.125000 Penalty: 953.225281
	Iteration 31Q: 3 clusters Score -1117654 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1117831.000000 Penalty: 953.225281
	Iteration 32Q: 3 clusters Score -1117831 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -1118023.000000 Penalty: 953.225281
	Iteration 33Q: 3 clusters Score -1118023 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27139 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1118199.125000 Penalty: 953.225281
	Iteration 34Q: 3 clusters Score -1118199 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1118373.750000 Penalty: 953.225281
	Iteration 35Q: 3 clusters Score -1118374 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -1118504.875000 Penalty: 953.225281
	Iteration 36Q: 3 clusters Score -1118505 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28145 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1118624.625000 Penalty: 953.225281
	Iteration 37Q: 3 clusters Score -1118625 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1118722.125000 Penalty: 953.225281
	Iteration 38Q: 3 clusters Score -1118722 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1118821.375000 Penalty: 953.225281
	Iteration 39Q: 3 clusters Score -1118821 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1118919.250000 Penalty: 953.225281
	Iteration 40F: 3 clusters Score -1118919 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29290 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1119012.250000 Penalty: 953.225281
	Iteration 41Q: 3 clusters Score -1119012 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1119089.125000 Penalty: 953.225281
	Iteration 42Q: 3 clusters Score -1119089 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1119155.375000 Penalty: 953.225281
	Iteration 43Q: 3 clusters Score -1119155 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1119216.500000 Penalty: 953.225281
	Iteration 44Q: 3 clusters Score -1119216 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1119279.125000 Penalty: 953.225281
	Iteration 45Q: 3 clusters Score -1119279 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1119337.375000 Penalty: 953.225281
	Iteration 46Q: 3 clusters Score -1119337 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1119392.875000 Penalty: 953.225281
	Iteration 47Q: 3 clusters Score -1119393 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1119434.625000 Penalty: 953.225281
	Iteration 48Q: 3 clusters Score -1119435 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31159 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1119476.000000 Penalty: 953.225281
	Iteration 49Q: 3 clusters Score -1119476 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1119512.375000 Penalty: 953.225281
	Iteration 50Q: 3 clusters Score -1119512 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1119549.750000 Penalty: 953.225281
	Iteration 51Q: 3 clusters Score -1119550 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31642 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1119578.125000 Penalty: 953.225281
	Iteration 52Q: 3 clusters Score -1119578 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31770 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1119602.375000 Penalty: 953.225281
	Iteration 53Q: 3 clusters Score -1119602 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31906 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1119626.500000 Penalty: 953.225281
	Iteration 54Q: 3 clusters Score -1119626 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1119649.500000 Penalty: 953.225281
	Iteration 55Q: 3 clusters Score -1119650 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1119681.000000 Penalty: 953.225281
	Iteration 56Q: 3 clusters Score -1119681 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1119699.875000 Penalty: 953.225281
	Iteration 57Q: 3 clusters Score -1119700 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1119720.250000 Penalty: 953.225281
	Iteration 58Q: 3 clusters Score -1119720 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32540 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1119734.875000 Penalty: 953.225281
	Iteration 59Q: 3 clusters Score -1119735 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1119749.375000 Penalty: 953.225281
	Iteration 60F: 3 clusters Score -1119749 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1119768.375000 Penalty: 953.225281
	Iteration 61Q: 3 clusters Score -1119768 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1119786.625000 Penalty: 953.225281
	Iteration 62Q: 3 clusters Score -1119787 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1119808.000000 Penalty: 953.225281
	Iteration 63Q: 3 clusters Score -1119808 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33049 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1119826.875000 Penalty: 953.225281
	Iteration 64Q: 3 clusters Score -1119827 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33154 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1119851.125000 Penalty: 953.225281
	Iteration 65Q: 3 clusters Score -1119851 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1119871.375000 Penalty: 953.225281
	Iteration 66Q: 3 clusters Score -1119871 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1119891.375000 Penalty: 953.225281
	Iteration 67Q: 3 clusters Score -1119891 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1119911.250000 Penalty: 953.225281
	Iteration 68Q: 3 clusters Score -1119911 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33534 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1119925.625000 Penalty: 953.225281
	Iteration 69Q: 3 clusters Score -1119926 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -1119943.750000 Penalty: 953.225281
	Iteration 70Q: 3 clusters Score -1119944 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33707 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1119966.750000 Penalty: 953.225281
	Iteration 71Q: 3 clusters Score -1119967 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1119982.875000 Penalty: 953.225281
	Iteration 72Q: 3 clusters Score -1119983 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1119997.000000 Penalty: 953.225281
	Iteration 73Q: 3 clusters Score -1119997 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1120018.750000 Penalty: 953.225281
	Iteration 74Q: 3 clusters Score -1120019 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1120034.125000 Penalty: 953.225281
	Iteration 75Q: 3 clusters Score -1120034 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34069 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1120049.750000 Penalty: 953.225281
	Iteration 76Q: 3 clusters Score -1120050 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34126 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1120060.875000 Penalty: 953.225281
	Iteration 77Q: 3 clusters Score -1120061 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1120069.500000 Penalty: 953.225281
	Iteration 78Q: 3 clusters Score -1120070 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -1120074.625000 Penalty: 953.225281
	Iteration 79Q: 3 clusters Score -1120075 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34274 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1120087.625000 Penalty: 953.225281
	Iteration 80F: 3 clusters Score -1120088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1120095.750000 Penalty: 953.225281
	Iteration 81Q: 3 clusters Score -1120096 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1120099.375000 Penalty: 953.225281
	Iteration 82Q: 3 clusters Score -1120099 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1120099.000000 Penalty: 953.225281
	Iteration 83Q: 3 clusters Score -1120099 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1120102.000000 Penalty: 953.225281
	Iteration 84Q: 3 clusters Score -1120102 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1120105.750000 Penalty: 953.225281
	Iteration 85Q: 3 clusters Score -1120106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1120111.375000 Penalty: 953.225281
	Iteration 86Q: 3 clusters Score -1120111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1120114.125000 Penalty: 953.225281
	Iteration 87Q: 3 clusters Score -1120114 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34484 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1120119.500000 Penalty: 953.225281
	Iteration 88Q: 3 clusters Score -1120120 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1120124.000000 Penalty: 953.225281
	Iteration 89Q: 3 clusters Score -1120124 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1120129.000000 Penalty: 953.225281
	Iteration 90Q: 3 clusters Score -1120129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1120129.875000 Penalty: 953.225281
	Iteration 91Q: 3 clusters Score -1120130 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1120128.000000 Penalty: 953.225281
	Iteration 92Q: 3 clusters Score -1120128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1120128.500000 Penalty: 953.225281
	Iteration 93Q: 3 clusters Score -1120128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34570 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1120134.000000 Penalty: 953.225281
	Iteration 94Q: 3 clusters Score -1120134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1120133.000000 Penalty: 953.225281
	Iteration 95Q: 3 clusters Score -1120133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34580 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1120134.000000 Penalty: 953.225281
	Iteration 96Q: 3 clusters Score -1120134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34581 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1120135.625000 Penalty: 953.225281
	Iteration 97Q: 3 clusters Score -1120136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1120136.250000 Penalty: 953.225281
	Iteration 98Q: 3 clusters Score -1120136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1120136.250000 Penalty: 953.225281
	Iteration 99F: 3 clusters Score -1120136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Entering Unmasked Estep 
Score: -220126.046875 Penalty: 400.705933
	Iteration 0F: 2 clusters Score -220126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -215641.109375 Penalty: 801.411865
	Iteration 0F: 3 clusters Score -215641.1 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -217495.796875 Penalty: 801.411865
	Iteration 1F: 3 clusters Score -217495.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -217741.406250 Penalty: 801.411865
	Iteration 2F: 3 clusters Score -217741.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -218043.765625 Penalty: 801.411865
	Iteration 3F: 3 clusters Score -218043.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -218369.031250 Penalty: 801.411865
	Iteration 4F: 3 clusters Score -218369 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -218693.484375 Penalty: 801.411865
	Iteration 5F: 3 clusters Score -218693.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -218942.406250 Penalty: 801.411865
	Iteration 6Q: 3 clusters Score -218942.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -219080.031250 Penalty: 801.411865
	Iteration 7Q: 3 clusters Score -219080 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -219153.640625 Penalty: 801.411865
	Iteration 8Q: 3 clusters Score -219153.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -219202.718750 Penalty: 801.411865
	Iteration 9Q: 3 clusters Score -219202.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -219246.718750 Penalty: 801.411865
	Iteration 10Q: 3 clusters Score -219246.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -219282.750000 Penalty: 801.411865
	Iteration 11Q: 3 clusters Score -219282.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -219306.062500 Penalty: 801.411865
	Iteration 12Q: 3 clusters Score -219306.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -219328.609375 Penalty: 801.411865
	Iteration 13Q: 3 clusters Score -219328.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -219346.437500 Penalty: 801.411865
	Iteration 14Q: 3 clusters Score -219346.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -219360.656250 Penalty: 801.411865
	Iteration 15Q: 3 clusters Score -219360.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -219380.062500 Penalty: 801.411865
	Iteration 16Q: 3 clusters Score -219380.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -219402.265625 Penalty: 801.411865
	Iteration 17Q: 3 clusters Score -219402.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -219425.093750 Penalty: 801.411865
	Iteration 18Q: 3 clusters Score -219425.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -219446.640625 Penalty: 801.411865
	Iteration 19Q: 3 clusters Score -219446.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -219473.750000 Penalty: 801.411865
	Iteration 20F: 3 clusters Score -219473.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -219499.921875 Penalty: 801.411865
	Iteration 21Q: 3 clusters Score -219499.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -219535.125000 Penalty: 801.411865
	Iteration 22Q: 3 clusters Score -219535.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -219569.000000 Penalty: 801.411865
	Iteration 23Q: 3 clusters Score -219569 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -219589.250000 Penalty: 801.411865
	Iteration 24Q: 3 clusters Score -219589.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -219601.859375 Penalty: 801.411865
	Iteration 25Q: 3 clusters Score -219601.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -219609.890625 Penalty: 801.411865
	Iteration 26Q: 3 clusters Score -219609.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -219620.156250 Penalty: 801.411865
	Iteration 27Q: 3 clusters Score -219620.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -219632.015625 Penalty: 801.411865
	Iteration 28Q: 3 clusters Score -219632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -219646.890625 Penalty: 801.411865
	Iteration 29Q: 3 clusters Score -219646.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -219660.625000 Penalty: 801.411865
	Iteration 30Q: 3 clusters Score -219660.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -219671.937500 Penalty: 801.411865
	Iteration 31Q: 3 clusters Score -219671.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -219679.859375 Penalty: 801.411865
	Iteration 32Q: 3 clusters Score -219679.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -219690.562500 Penalty: 801.411865
	Iteration 33Q: 3 clusters Score -219690.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -219700.656250 Penalty: 801.411865
	Iteration 34Q: 3 clusters Score -219700.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -219708.734375 Penalty: 801.411865
	Iteration 35Q: 3 clusters Score -219708.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -219715.328125 Penalty: 801.411865
	Iteration 36Q: 3 clusters Score -219715.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -219720.156250 Penalty: 801.411865
	Iteration 37Q: 3 clusters Score -219720.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -219727.203125 Penalty: 801.411865
	Iteration 38Q: 3 clusters Score -219727.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -219730.859375 Penalty: 801.411865
	Iteration 39Q: 3 clusters Score -219730.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -219734.562500 Penalty: 801.411865
	Iteration 40F: 3 clusters Score -219734.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -219739.234375 Penalty: 801.411865
	Iteration 41Q: 3 clusters Score -219739.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -219745.156250 Penalty: 801.411865
	Iteration 42Q: 3 clusters Score -219745.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -219748.000000 Penalty: 801.411865
	Iteration 43Q: 3 clusters Score -219748 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -219752.265625 Penalty: 801.411865
	Iteration 44Q: 3 clusters Score -219752.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -219753.828125 Penalty: 801.411865
	Iteration 45Q: 3 clusters Score -219753.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -219754.296875 Penalty: 801.411865
	Iteration 46Q: 3 clusters Score -219754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -219755.468750 Penalty: 801.411865
	Iteration 47Q: 3 clusters Score -219755.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -219756.703125 Penalty: 801.411865
	Iteration 48Q: 3 clusters Score -219756.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -219757.250000 Penalty: 801.411865
	Iteration 49Q: 3 clusters Score -219757.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -219757.921875 Penalty: 801.411865
	Iteration 50Q: 3 clusters Score -219757.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -219759.218750 Penalty: 801.411865
	Iteration 51Q: 3 clusters Score -219759.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -219760.515625 Penalty: 801.411865
	Iteration 52Q: 3 clusters Score -219760.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -219762.890625 Penalty: 801.411865
	Iteration 53Q: 3 clusters Score -219762.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -219768.734375 Penalty: 801.411865
	Iteration 54Q: 3 clusters Score -219768.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -219774.093750 Penalty: 801.411865
	Iteration 55Q: 3 clusters Score -219774.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -219778.453125 Penalty: 801.411865
	Iteration 56Q: 3 clusters Score -219778.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -219781.187500 Penalty: 801.411865
	Iteration 57Q: 3 clusters Score -219781.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -219783.843750 Penalty: 801.411865
	Iteration 58Q: 3 clusters Score -219783.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -219784.421875 Penalty: 801.411865
	Iteration 59Q: 3 clusters Score -219784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -219784.421875 Penalty: 801.411865
	Iteration 60F: 3 clusters Score -219784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (22550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Entering Unmasked Estep 
Score: -728571.125000 Penalty: 456.068787
	Iteration 0F: 2 clusters Score -728571.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -713503.437500 Penalty: 912.137573
	Iteration 0F: 3 clusters Score -713503.4 nChanged 10819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -720687.312500 Penalty: 912.137573
	Iteration 1F: 3 clusters Score -720687.3 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -722246.562500 Penalty: 912.137573
	Iteration 2F: 3 clusters Score -722246.6 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -724017.312500 Penalty: 912.137573
	Iteration 3F: 3 clusters Score -724017.3 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -725716.187500 Penalty: 912.137573
	Iteration 4F: 3 clusters Score -725716.2 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 16177 members 
Entering Unmasked Estep 
Score: -727029.250000 Penalty: 912.137573
	Iteration 5F: 3 clusters Score -727029.2 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -727745.875000 Penalty: 912.137573
	Iteration 6Q: 3 clusters Score -727745.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -728135.875000 Penalty: 912.137573
	Iteration 7Q: 3 clusters Score -728135.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -728422.062500 Penalty: 912.137573
	Iteration 8Q: 3 clusters Score -728422.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -728616.000000 Penalty: 912.137573
	Iteration 9Q: 3 clusters Score -728616 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -728719.312500 Penalty: 912.137573
	Iteration 10Q: 3 clusters Score -728719.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -728788.500000 Penalty: 912.137573
	Iteration 11Q: 3 clusters Score -728788.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -728818.062500 Penalty: 912.137573
	Iteration 12Q: 3 clusters Score -728818.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -728837.750000 Penalty: 912.137573
	Iteration 13Q: 3 clusters Score -728837.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -728842.875000 Penalty: 912.137573
	Iteration 14Q: 3 clusters Score -728842.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -728848.312500 Penalty: 912.137573
	Iteration 15Q: 3 clusters Score -728848.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -728855.250000 Penalty: 912.137573
	Iteration 16Q: 3 clusters Score -728855.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -728857.687500 Penalty: 912.137573
	Iteration 17Q: 3 clusters Score -728857.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -728861.250000 Penalty: 912.137573
	Iteration 18Q: 3 clusters Score -728861.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -728863.437500 Penalty: 912.137573
	Iteration 19Q: 3 clusters Score -728863.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -728861.625000 Penalty: 912.137573
	Iteration 20F: 3 clusters Score -728861.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -728864.500000 Penalty: 912.137573
	Iteration 21Q: 3 clusters Score -728864.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -728864.000000 Penalty: 912.137573
	Iteration 22Q: 3 clusters Score -728864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -728864.500000 Penalty: 912.137573
	Iteration 23Q: 3 clusters Score -728864.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -728865.187500 Penalty: 912.137573
	Iteration 24Q: 3 clusters Score -728865.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -728864.312500 Penalty: 912.137573
	Iteration 25Q: 3 clusters Score -728864.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -728867.625000 Penalty: 912.137573
	Iteration 26Q: 3 clusters Score -728867.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -728869.375000 Penalty: 912.137573
	Iteration 27Q: 3 clusters Score -728869.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -728868.187500 Penalty: 912.137573
	Iteration 28Q: 3 clusters Score -728868.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -728866.312500 Penalty: 912.137573
	Iteration 29Q: 3 clusters Score -728866.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -728866.687500 Penalty: 912.137573
	Iteration 30Q: 3 clusters Score -728866.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -728867.750000 Penalty: 912.137573
	Iteration 31Q: 3 clusters Score -728867.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -728868.750000 Penalty: 912.137573
	Iteration 32Q: 3 clusters Score -728868.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -728868.750000 Penalty: 912.137573
	Iteration 33Q: 3 clusters Score -728868.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -728868.062500 Penalty: 912.137573
	Iteration 34Q: 3 clusters Score -728868.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -728868.687500 Penalty: 912.137573
	Iteration 35Q: 3 clusters Score -728868.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -728871.562500 Penalty: 912.137573
	Iteration 36Q: 3 clusters Score -728871.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -728872.375000 Penalty: 912.137573
	Iteration 37Q: 3 clusters Score -728872.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -728873.875000 Penalty: 912.137573
	Iteration 38Q: 3 clusters Score -728873.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -728874.187500 Penalty: 912.137573
	Iteration 39Q: 3 clusters Score -728874.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -728874.562500 Penalty: 912.137573
	Iteration 40F: 3 clusters Score -728874.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -728874.937500 Penalty: 912.137573
	Iteration 41Q: 3 clusters Score -728874.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -728874.875000 Penalty: 912.137573
	Iteration 42Q: 3 clusters Score -728874.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -728875.500000 Penalty: 912.137573
	Iteration 43Q: 3 clusters Score -728875.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -728874.437500 Penalty: 912.137573
	Iteration 44Q: 3 clusters Score -728874.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -728877.062500 Penalty: 912.137573
	Iteration 45Q: 3 clusters Score -728877.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -728878.375000 Penalty: 912.137573
	Iteration 46Q: 3 clusters Score -728878.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -728880.625000 Penalty: 912.137573
	Iteration 47Q: 3 clusters Score -728880.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -728879.750000 Penalty: 912.137573
	Iteration 48Q: 3 clusters Score -728879.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -728880.312500 Penalty: 912.137573
	Iteration 49Q: 3 clusters Score -728880.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -728880.375000 Penalty: 912.137573
	Iteration 50Q: 3 clusters Score -728880.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -728881.250000 Penalty: 912.137573
	Iteration 51Q: 3 clusters Score -728881.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -728882.562500 Penalty: 912.137573
	Iteration 52Q: 3 clusters Score -728882.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -728879.687500 Penalty: 912.137573
	Iteration 53Q: 3 clusters Score -728879.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -728880.625000 Penalty: 912.137573
	Iteration 54Q: 3 clusters Score -728880.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -728880.500000 Penalty: 912.137573
	Iteration 55Q: 3 clusters Score -728880.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -728881.062500 Penalty: 912.137573
	Iteration 56Q: 3 clusters Score -728881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -728882.125000 Penalty: 912.137573
	Iteration 57Q: 3 clusters Score -728882.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -728881.812500 Penalty: 912.137573
	Iteration 58Q: 3 clusters Score -728881.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -728881.125000 Penalty: 912.137573
	Iteration 59Q: 3 clusters Score -728881.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -728880.750000 Penalty: 912.137573
	Iteration 60F: 3 clusters Score -728880.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -728881.000000 Penalty: 912.137573
	Iteration 61Q: 3 clusters Score -728881 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -728882.500000 Penalty: 912.137573
	Iteration 62Q: 3 clusters Score -728882.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -728880.437500 Penalty: 912.137573
	Iteration 63Q: 3 clusters Score -728880.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -728882.250000 Penalty: 912.137573
	Iteration 64Q: 3 clusters Score -728882.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -728881.187500 Penalty: 912.137573
	Iteration 65Q: 3 clusters Score -728881.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -728881.562500 Penalty: 912.137573
	Iteration 66Q: 3 clusters Score -728881.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -728883.937500 Penalty: 912.137573
	Iteration 67Q: 3 clusters Score -728883.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -728882.812500 Penalty: 912.137573
	Iteration 68Q: 3 clusters Score -728882.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -728883.750000 Penalty: 912.137573
	Iteration 69Q: 3 clusters Score -728883.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -728885.687500 Penalty: 912.137573
	Iteration 70Q: 3 clusters Score -728885.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -728883.437500 Penalty: 912.137573
	Iteration 71Q: 3 clusters Score -728883.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -728883.750000 Penalty: 912.137573
	Iteration 72Q: 3 clusters Score -728883.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -728883.187500 Penalty: 912.137573
	Iteration 73Q: 3 clusters Score -728883.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -728886.312500 Penalty: 912.137573
	Iteration 74Q: 3 clusters Score -728886.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -728886.937500 Penalty: 912.137573
	Iteration 75Q: 3 clusters Score -728886.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -728886.062500 Penalty: 912.137573
	Iteration 76Q: 3 clusters Score -728886.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -728886.000000 Penalty: 912.137573
	Iteration 77Q: 3 clusters Score -728886 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -728886.250000 Penalty: 912.137573
	Iteration 78Q: 3 clusters Score -728886.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -728886.687500 Penalty: 912.137573
	Iteration 79Q: 3 clusters Score -728886.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -728886.250000 Penalty: 912.137573
	Iteration 80F: 3 clusters Score -728886.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -728888.187500 Penalty: 912.137573
	Iteration 81Q: 3 clusters Score -728888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -728888.187500 Penalty: 912.137573
	Iteration 82Q: 3 clusters Score -728888.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -728888.062500 Penalty: 912.137573
	Iteration 83Q: 3 clusters Score -728888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -728888.250000 Penalty: 912.137573
	Iteration 84Q: 3 clusters Score -728888.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -728888.625000 Penalty: 912.137573
	Iteration 85Q: 3 clusters Score -728888.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -728889.250000 Penalty: 912.137573
	Iteration 86Q: 3 clusters Score -728889.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -728888.062500 Penalty: 912.137573
	Iteration 87Q: 3 clusters Score -728888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -728889.250000 Penalty: 912.137573
	Iteration 88Q: 3 clusters Score -728889.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -728888.062500 Penalty: 912.137573
	Iteration 89Q: 3 clusters Score -728888.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -728889.000000 Penalty: 912.137573
	Iteration 90Q: 3 clusters Score -728889 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -728889.000000 Penalty: 912.137573
	Iteration 91Q: 3 clusters Score -728889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -728888.875000 Penalty: 912.137573
	Iteration 92Q: 3 clusters Score -728888.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -728889.125000 Penalty: 912.137573
	Iteration 93Q: 3 clusters Score -728889.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -728890.937500 Penalty: 912.137573
	Iteration 94Q: 3 clusters Score -728890.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -728891.125000 Penalty: 912.137573
	Iteration 95Q: 3 clusters Score -728891.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -728891.500000 Penalty: 912.137573
	Iteration 96Q: 3 clusters Score -728891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -728891.500000 Penalty: 912.137573
	Iteration 97F: 3 clusters Score -728891.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149779 members 
Mstep: Class 2 contains 1157 members 
Mstep: Class 3 contains 6450 members 
Mstep: Class 4 contains 2172 members 
Mstep: Class 5 contains 121323 members 
Mstep: Class 6 contains 7259 members 
Mstep: Class 7 contains 35419 members 
Mstep: Class 8 contains 6679 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 7324 members 
Mstep: Class 12 contains 12292 members 
Mstep: Class 13 contains 22924 members 
Mstep: Class 14 contains 67813 members 
Mstep: Class 15 contains 31985 members 
Mstep: Class 16 contains 9310 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 8435 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 2587 members 
Mstep: Class 21 contains 18145 members 
Entering Unmasked Estep 
Score: -15729294.000000 Penalty: 12581.587891
Splitting cluster 9 changes total score from -15729189.000000 to -15729294.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 10 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -24513.966797 Penalty: 305.660126
	Iteration 0F: 2 clusters Score -24513.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -23842.068359 Penalty: 611.320251
	Iteration 0F: 3 clusters Score -23842.07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -24054.519531 Penalty: 611.320251
	Iteration 1F: 3 clusters Score -24054.52 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -24093.642578 Penalty: 611.320251
	Iteration 2F: 3 clusters Score -24093.64 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -24114.751953 Penalty: 611.320251
	Iteration 3Q: 3 clusters Score -24114.75 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -24139.644531 Penalty: 611.320251
	Iteration 4Q: 3 clusters Score -24139.64 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -24162.447266 Penalty: 611.320251
	Iteration 5Q: 3 clusters Score -24162.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -24182.121094 Penalty: 611.320251
	Iteration 6Q: 3 clusters Score -24182.12 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -24194.605469 Penalty: 611.320251
	Iteration 7Q: 3 clusters Score -24194.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -24207.142578 Penalty: 611.320251
	Iteration 8Q: 3 clusters Score -24207.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -24222.097656 Penalty: 611.320251
	Iteration 9Q: 3 clusters Score -24222.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -24231.177734 Penalty: 611.320251
	Iteration 10Q: 3 clusters Score -24231.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -24242.015625 Penalty: 611.320251
	Iteration 11Q: 3 clusters Score -24242.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -24251.656250 Penalty: 611.320251
	Iteration 12Q: 3 clusters Score -24251.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -24263.726562 Penalty: 611.320251
	Iteration 13Q: 3 clusters Score -24263.73 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -24273.437500 Penalty: 611.320251
	Iteration 14Q: 3 clusters Score -24273.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -24278.919922 Penalty: 611.320251
	Iteration 15Q: 3 clusters Score -24278.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -24281.814453 Penalty: 611.320251
	Iteration 16Q: 3 clusters Score -24281.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -24293.123047 Penalty: 611.320251
	Iteration 17Q: 3 clusters Score -24293.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -24305.828125 Penalty: 611.320251
	Iteration 18Q: 3 clusters Score -24305.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -24311.529297 Penalty: 611.320251
	Iteration 19Q: 3 clusters Score -24311.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -24315.013672 Penalty: 611.320251
	Iteration 20F: 3 clusters Score -24315.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -24318.234375 Penalty: 611.320251
	Iteration 21Q: 3 clusters Score -24318.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -24320.277344 Penalty: 611.320251
	Iteration 22Q: 3 clusters Score -24320.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -24320.865234 Penalty: 611.320251
	Iteration 23Q: 3 clusters Score -24320.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -24321.658203 Penalty: 611.320251
	Iteration 24Q: 3 clusters Score -24321.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -24321.658203 Penalty: 611.320251
	Iteration 25F: 3 clusters Score -24321.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Entering Unmasked Estep 
Score: -223718.328125 Penalty: 404.900482
	Iteration 0F: 2 clusters Score -223718.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -218894.562500 Penalty: 809.800964
	Iteration 0F: 3 clusters Score -218894.6 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -221066.609375 Penalty: 809.800964
	Iteration 1F: 3 clusters Score -221066.6 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -221412.312500 Penalty: 809.800964
	Iteration 2F: 3 clusters Score -221412.3 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -221742.234375 Penalty: 809.800964
	Iteration 3F: 3 clusters Score -221742.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -222038.062500 Penalty: 809.800964
	Iteration 4F: 3 clusters Score -222038.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -222283.609375 Penalty: 809.800964
	Iteration 5F: 3 clusters Score -222283.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -222468.984375 Penalty: 809.800964
	Iteration 6Q: 3 clusters Score -222469 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -222608.343750 Penalty: 809.800964
	Iteration 7Q: 3 clusters Score -222608.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -222729.859375 Penalty: 809.800964
	Iteration 8Q: 3 clusters Score -222729.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -222818.562500 Penalty: 809.800964
	Iteration 9Q: 3 clusters Score -222818.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -222882.765625 Penalty: 809.800964
	Iteration 10Q: 3 clusters Score -222882.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -222945.250000 Penalty: 809.800964
	Iteration 11Q: 3 clusters Score -222945.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -222996.546875 Penalty: 809.800964
	Iteration 12Q: 3 clusters Score -222996.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -223038.453125 Penalty: 809.800964
	Iteration 13Q: 3 clusters Score -223038.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -223065.921875 Penalty: 809.800964
	Iteration 14Q: 3 clusters Score -223065.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -223092.906250 Penalty: 809.800964
	Iteration 15Q: 3 clusters Score -223092.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -223117.906250 Penalty: 809.800964
	Iteration 16Q: 3 clusters Score -223117.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -223134.953125 Penalty: 809.800964
	Iteration 17Q: 3 clusters Score -223135 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -223148.296875 Penalty: 809.800964
	Iteration 18Q: 3 clusters Score -223148.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -223165.093750 Penalty: 809.800964
	Iteration 19Q: 3 clusters Score -223165.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -223177.015625 Penalty: 809.800964
	Iteration 20F: 3 clusters Score -223177 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -223189.390625 Penalty: 809.800964
	Iteration 21Q: 3 clusters Score -223189.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -223196.343750 Penalty: 809.800964
	Iteration 22Q: 3 clusters Score -223196.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -223204.359375 Penalty: 809.800964
	Iteration 23Q: 3 clusters Score -223204.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -223214.703125 Penalty: 809.800964
	Iteration 24Q: 3 clusters Score -223214.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -223226.531250 Penalty: 809.800964
	Iteration 25Q: 3 clusters Score -223226.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -223233.546875 Penalty: 809.800964
	Iteration 26Q: 3 clusters Score -223233.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -223240.281250 Penalty: 809.800964
	Iteration 27Q: 3 clusters Score -223240.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -223246.765625 Penalty: 809.800964
	Iteration 28Q: 3 clusters Score -223246.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -223255.296875 Penalty: 809.800964
	Iteration 29Q: 3 clusters Score -223255.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -223263.890625 Penalty: 809.800964
	Iteration 30Q: 3 clusters Score -223263.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -223270.593750 Penalty: 809.800964
	Iteration 31Q: 3 clusters Score -223270.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -223277.828125 Penalty: 809.800964
	Iteration 32Q: 3 clusters Score -223277.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -223285.937500 Penalty: 809.800964
	Iteration 33Q: 3 clusters Score -223285.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -223296.343750 Penalty: 809.800964
	Iteration 34Q: 3 clusters Score -223296.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -223303.406250 Penalty: 809.800964
	Iteration 35Q: 3 clusters Score -223303.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -223306.921875 Penalty: 809.800964
	Iteration 36Q: 3 clusters Score -223306.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -223313.265625 Penalty: 809.800964
	Iteration 37Q: 3 clusters Score -223313.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -223318.203125 Penalty: 809.800964
	Iteration 38Q: 3 clusters Score -223318.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -223321.093750 Penalty: 809.800964
	Iteration 39Q: 3 clusters Score -223321.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -223323.343750 Penalty: 809.800964
	Iteration 40F: 3 clusters Score -223323.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -223329.203125 Penalty: 809.800964
	Iteration 41Q: 3 clusters Score -223329.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -223335.859375 Penalty: 809.800964
	Iteration 42Q: 3 clusters Score -223335.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -223338.812500 Penalty: 809.800964
	Iteration 43Q: 3 clusters Score -223338.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -223341.171875 Penalty: 809.800964
	Iteration 44Q: 3 clusters Score -223341.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -223345.656250 Penalty: 809.800964
	Iteration 45Q: 3 clusters Score -223345.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -223353.843750 Penalty: 809.800964
	Iteration 46Q: 3 clusters Score -223353.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -223360.921875 Penalty: 809.800964
	Iteration 47Q: 3 clusters Score -223360.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -223365.796875 Penalty: 809.800964
	Iteration 48Q: 3 clusters Score -223365.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -223367.468750 Penalty: 809.800964
	Iteration 49Q: 3 clusters Score -223367.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -223370.156250 Penalty: 809.800964
	Iteration 50Q: 3 clusters Score -223370.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -223371.859375 Penalty: 809.800964
	Iteration 51Q: 3 clusters Score -223371.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -223374.062500 Penalty: 809.800964
	Iteration 52Q: 3 clusters Score -223374.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -223377.453125 Penalty: 809.800964
	Iteration 53Q: 3 clusters Score -223377.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -223377.515625 Penalty: 809.800964
	Iteration 54Q: 3 clusters Score -223377.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -223378.218750 Penalty: 809.800964
	Iteration 55Q: 3 clusters Score -223378.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -223379.984375 Penalty: 809.800964
	Iteration 56Q: 3 clusters Score -223380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -223381.750000 Penalty: 809.800964
	Iteration 57Q: 3 clusters Score -223381.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -223383.671875 Penalty: 809.800964
	Iteration 58Q: 3 clusters Score -223383.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -223386.093750 Penalty: 809.800964
	Iteration 59Q: 3 clusters Score -223386.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -223388.890625 Penalty: 809.800964
	Iteration 60F: 3 clusters Score -223388.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -223390.671875 Penalty: 809.800964
	Iteration 61Q: 3 clusters Score -223390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -223390.968750 Penalty: 809.800964
	Iteration 62Q: 3 clusters Score -223391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -223391.875000 Penalty: 809.800964
	Iteration 63Q: 3 clusters Score -223391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -223393.484375 Penalty: 809.800964
	Iteration 64Q: 3 clusters Score -223393.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -223394.562500 Penalty: 809.800964
	Iteration 65Q: 3 clusters Score -223394.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -223395.000000 Penalty: 809.800964
	Iteration 66Q: 3 clusters Score -223395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -223394.953125 Penalty: 809.800964
	Iteration 67Q: 3 clusters Score -223395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -223394.984375 Penalty: 809.800964
	Iteration 68Q: 3 clusters Score -223395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -223394.984375 Penalty: 809.800964
	Iteration 69F: 3 clusters Score -223395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Entering Unmasked Estep 
Score: -413243.312500 Penalty: 428.460052
	Iteration 0F: 2 clusters Score -413243.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -405021.718750 Penalty: 856.920105
	Iteration 0F: 3 clusters Score -405021.7 nChanged 5782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -408560.687500 Penalty: 856.920105
	Iteration 1F: 3 clusters Score -408560.7 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -408960.781250 Penalty: 856.920105
	Iteration 2F: 3 clusters Score -408960.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -409449.343750 Penalty: 856.920105
	Iteration 3F: 3 clusters Score -409449.3 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -410076.062500 Penalty: 856.920105
	Iteration 4F: 3 clusters Score -410076.1 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -410723.218750 Penalty: 856.920105
	Iteration 5F: 3 clusters Score -410723.2 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -411167.000000 Penalty: 856.920105
	Iteration 6F: 3 clusters Score -411167 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -411397.625000 Penalty: 856.920105
	Iteration 7Q: 3 clusters Score -411397.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -411557.343750 Penalty: 856.920105
	Iteration 8Q: 3 clusters Score -411557.3 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -411704.187500 Penalty: 856.920105
	Iteration 9Q: 3 clusters Score -411704.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -411836.750000 Penalty: 856.920105
	Iteration 10Q: 3 clusters Score -411836.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -411957.531250 Penalty: 856.920105
	Iteration 11Q: 3 clusters Score -411957.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -412079.812500 Penalty: 856.920105
	Iteration 12Q: 3 clusters Score -412079.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -412208.093750 Penalty: 856.920105
	Iteration 13Q: 3 clusters Score -412208.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -412345.625000 Penalty: 856.920105
	Iteration 14Q: 3 clusters Score -412345.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -412470.031250 Penalty: 856.920105
	Iteration 15Q: 3 clusters Score -412470 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -412566.781250 Penalty: 856.920105
	Iteration 16Q: 3 clusters Score -412566.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -412634.968750 Penalty: 856.920105
	Iteration 17Q: 3 clusters Score -412635 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -412686.375000 Penalty: 856.920105
	Iteration 18Q: 3 clusters Score -412686.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -412725.656250 Penalty: 856.920105
	Iteration 19Q: 3 clusters Score -412725.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -412765.812500 Penalty: 856.920105
	Iteration 20F: 3 clusters Score -412765.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -412800.375000 Penalty: 856.920105
	Iteration 21Q: 3 clusters Score -412800.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -412821.062500 Penalty: 856.920105
	Iteration 22Q: 3 clusters Score -412821.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -412840.250000 Penalty: 856.920105
	Iteration 23Q: 3 clusters Score -412840.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -412855.531250 Penalty: 856.920105
	Iteration 24Q: 3 clusters Score -412855.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -412863.125000 Penalty: 856.920105
	Iteration 25Q: 3 clusters Score -412863.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -412870.343750 Penalty: 856.920105
	Iteration 26Q: 3 clusters Score -412870.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -412875.875000 Penalty: 856.920105
	Iteration 27Q: 3 clusters Score -412875.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -412879.562500 Penalty: 856.920105
	Iteration 28Q: 3 clusters Score -412879.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -412881.812500 Penalty: 856.920105
	Iteration 29Q: 3 clusters Score -412881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -412883.218750 Penalty: 856.920105
	Iteration 30Q: 3 clusters Score -412883.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -412884.375000 Penalty: 856.920105
	Iteration 31Q: 3 clusters Score -412884.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -412886.906250 Penalty: 856.920105
	Iteration 32Q: 3 clusters Score -412886.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -412887.968750 Penalty: 856.920105
	Iteration 33Q: 3 clusters Score -412888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -412890.687500 Penalty: 856.920105
	Iteration 34Q: 3 clusters Score -412890.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -412893.375000 Penalty: 856.920105
	Iteration 35Q: 3 clusters Score -412893.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -412895.656250 Penalty: 856.920105
	Iteration 36Q: 3 clusters Score -412895.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -412898.812500 Penalty: 856.920105
	Iteration 37Q: 3 clusters Score -412898.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -412903.718750 Penalty: 856.920105
	Iteration 38Q: 3 clusters Score -412903.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -412906.656250 Penalty: 856.920105
	Iteration 39Q: 3 clusters Score -412906.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -412909.093750 Penalty: 856.920105
	Iteration 40F: 3 clusters Score -412909.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -412915.375000 Penalty: 856.920105
	Iteration 41Q: 3 clusters Score -412915.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -412919.125000 Penalty: 856.920105
	Iteration 42Q: 3 clusters Score -412919.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -412922.375000 Penalty: 856.920105
	Iteration 43Q: 3 clusters Score -412922.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -412922.375000 Penalty: 856.920105
	Iteration 44Q: 3 clusters Score -412922.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -412923.875000 Penalty: 856.920105
	Iteration 45Q: 3 clusters Score -412923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -412926.500000 Penalty: 856.920105
	Iteration 46Q: 3 clusters Score -412926.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -412927.906250 Penalty: 856.920105
	Iteration 47Q: 3 clusters Score -412927.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -412928.718750 Penalty: 856.920105
	Iteration 48Q: 3 clusters Score -412928.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -412928.875000 Penalty: 856.920105
	Iteration 49Q: 3 clusters Score -412928.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -412929.750000 Penalty: 856.920105
	Iteration 50Q: 3 clusters Score -412929.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -412929.750000 Penalty: 856.920105
	Iteration 51F: 3 clusters Score -412929.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Entering Unmasked Estep 
Score: -658848.125000 Penalty: 456.817261
	Iteration 0F: 2 clusters Score -658848.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -643656.875000 Penalty: 913.634521
	Iteration 0F: 3 clusters Score -643656.9 nChanged 10938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -650599.500000 Penalty: 913.634521
	Iteration 1F: 3 clusters Score -650599.5 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -651558.875000 Penalty: 913.634521
	Iteration 2F: 3 clusters Score -651558.9 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -652604.937500 Penalty: 913.634521
	Iteration 3F: 3 clusters Score -652604.9 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12324 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -653648.562500 Penalty: 913.634521
	Iteration 4F: 3 clusters Score -653648.6 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -654479.062500 Penalty: 913.634521
	Iteration 5F: 3 clusters Score -654479.1 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -654972.062500 Penalty: 913.634521
	Iteration 6Q: 3 clusters Score -654972.1 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -655198.312500 Penalty: 913.634521
	Iteration 7Q: 3 clusters Score -655198.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -655314.625000 Penalty: 913.634521
	Iteration 8Q: 3 clusters Score -655314.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -655413.125000 Penalty: 913.634521
	Iteration 9Q: 3 clusters Score -655413.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -655505.625000 Penalty: 913.634521
	Iteration 10Q: 3 clusters Score -655505.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -655591.687500 Penalty: 913.634521
	Iteration 11Q: 3 clusters Score -655591.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -655681.375000 Penalty: 913.634521
	Iteration 12Q: 3 clusters Score -655681.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -655788.250000 Penalty: 913.634521
	Iteration 13Q: 3 clusters Score -655788.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -655900.625000 Penalty: 913.634521
	Iteration 14Q: 3 clusters Score -655900.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -656022.187500 Penalty: 913.634521
	Iteration 15Q: 3 clusters Score -656022.2 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -656135.500000 Penalty: 913.634521
	Iteration 16Q: 3 clusters Score -656135.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
Score: -656254.125000 Penalty: 913.634521
	Iteration 17Q: 3 clusters Score -656254.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -656363.875000 Penalty: 913.634521
	Iteration 18Q: 3 clusters Score -656363.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -656461.375000 Penalty: 913.634521
	Iteration 19Q: 3 clusters Score -656461.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -656565.812500 Penalty: 913.634521
	Iteration 20F: 3 clusters Score -656565.8 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -656648.000000 Penalty: 913.634521
	Iteration 21Q: 3 clusters Score -656648 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -656736.062500 Penalty: 913.634521
	Iteration 22Q: 3 clusters Score -656736.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -656804.437500 Penalty: 913.634521
	Iteration 23Q: 3 clusters Score -656804.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -656865.625000 Penalty: 913.634521
	Iteration 24Q: 3 clusters Score -656865.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -656917.937500 Penalty: 913.634521
	Iteration 25Q: 3 clusters Score -656917.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -656973.562500 Penalty: 913.634521
	Iteration 26Q: 3 clusters Score -656973.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -657011.500000 Penalty: 913.634521
	Iteration 27Q: 3 clusters Score -657011.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -657055.812500 Penalty: 913.634521
	Iteration 28Q: 3 clusters Score -657055.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -657100.500000 Penalty: 913.634521
	Iteration 29Q: 3 clusters Score -657100.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -657143.437500 Penalty: 913.634521
	Iteration 30Q: 3 clusters Score -657143.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -657171.625000 Penalty: 913.634521
	Iteration 31Q: 3 clusters Score -657171.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -657200.562500 Penalty: 913.634521
	Iteration 32Q: 3 clusters Score -657200.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -657233.062500 Penalty: 913.634521
	Iteration 33Q: 3 clusters Score -657233.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -657259.187500 Penalty: 913.634521
	Iteration 34Q: 3 clusters Score -657259.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -657288.687500 Penalty: 913.634521
	Iteration 35Q: 3 clusters Score -657288.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15248 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -657312.500000 Penalty: 913.634521
	Iteration 36Q: 3 clusters Score -657312.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -657331.250000 Penalty: 913.634521
	Iteration 37Q: 3 clusters Score -657331.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -657350.625000 Penalty: 913.634521
	Iteration 38Q: 3 clusters Score -657350.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -657364.125000 Penalty: 913.634521
	Iteration 39Q: 3 clusters Score -657364.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -657380.250000 Penalty: 913.634521
	Iteration 40F: 3 clusters Score -657380.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -657390.062500 Penalty: 913.634521
	Iteration 41Q: 3 clusters Score -657390.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -657397.625000 Penalty: 913.634521
	Iteration 42Q: 3 clusters Score -657397.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -657406.437500 Penalty: 913.634521
	Iteration 43Q: 3 clusters Score -657406.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -657411.875000 Penalty: 913.634521
	Iteration 44Q: 3 clusters Score -657411.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -657421.437500 Penalty: 913.634521
	Iteration 45Q: 3 clusters Score -657421.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -657429.000000 Penalty: 913.634521
	Iteration 46Q: 3 clusters Score -657429 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -657438.000000 Penalty: 913.634521
	Iteration 47Q: 3 clusters Score -657438 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 8306 members 
Entering Unmasked Estep 
Score: -657447.062500 Penalty: 913.634521
	Iteration 48Q: 3 clusters Score -657447.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -657451.437500 Penalty: 913.634521
	Iteration 49Q: 3 clusters Score -657451.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -657463.375000 Penalty: 913.634521
	Iteration 50Q: 3 clusters Score -657463.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -657469.937500 Penalty: 913.634521
	Iteration 51Q: 3 clusters Score -657469.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -657479.875000 Penalty: 913.634521
	Iteration 52Q: 3 clusters Score -657479.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -657483.000000 Penalty: 913.634521
	Iteration 53Q: 3 clusters Score -657483 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -657490.562500 Penalty: 913.634521
	Iteration 54Q: 3 clusters Score -657490.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -657496.375000 Penalty: 913.634521
	Iteration 55Q: 3 clusters Score -657496.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14053 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -657499.062500 Penalty: 913.634521
	Iteration 56Q: 3 clusters Score -657499.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -657504.937500 Penalty: 913.634521
	Iteration 57Q: 3 clusters Score -657504.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -657509.437500 Penalty: 913.634521
	Iteration 58Q: 3 clusters Score -657509.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -657512.937500 Penalty: 913.634521
	Iteration 59Q: 3 clusters Score -657512.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -657517.562500 Penalty: 913.634521
	Iteration 60F: 3 clusters Score -657517.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -657523.250000 Penalty: 913.634521
	Iteration 61Q: 3 clusters Score -657523.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -657527.625000 Penalty: 913.634521
	Iteration 62Q: 3 clusters Score -657527.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -657532.937500 Penalty: 913.634521
	Iteration 63Q: 3 clusters Score -657532.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -657539.687500 Penalty: 913.634521
	Iteration 64Q: 3 clusters Score -657539.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -657542.500000 Penalty: 913.634521
	Iteration 65Q: 3 clusters Score -657542.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -657549.312500 Penalty: 913.634521
	Iteration 66Q: 3 clusters Score -657549.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -657552.187500 Penalty: 913.634521
	Iteration 67Q: 3 clusters Score -657552.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -657558.125000 Penalty: 913.634521
	Iteration 68Q: 3 clusters Score -657558.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -657560.125000 Penalty: 913.634521
	Iteration 69Q: 3 clusters Score -657560.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -657567.687500 Penalty: 913.634521
	Iteration 70Q: 3 clusters Score -657567.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -657575.562500 Penalty: 913.634521
	Iteration 71Q: 3 clusters Score -657575.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -657583.375000 Penalty: 913.634521
	Iteration 72Q: 3 clusters Score -657583.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -657592.187500 Penalty: 913.634521
	Iteration 73Q: 3 clusters Score -657592.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -657602.250000 Penalty: 913.634521
	Iteration 74Q: 3 clusters Score -657602.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -657608.500000 Penalty: 913.634521
	Iteration 75Q: 3 clusters Score -657608.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -657617.312500 Penalty: 913.634521
	Iteration 76Q: 3 clusters Score -657617.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -657622.312500 Penalty: 913.634521
	Iteration 77Q: 3 clusters Score -657622.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -657631.312500 Penalty: 913.634521
	Iteration 78Q: 3 clusters Score -657631.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -657639.250000 Penalty: 913.634521
	Iteration 79Q: 3 clusters Score -657639.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -657654.500000 Penalty: 913.634521
	Iteration 80F: 3 clusters Score -657654.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -657666.875000 Penalty: 913.634521
	Iteration 81Q: 3 clusters Score -657666.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -657679.000000 Penalty: 913.634521
	Iteration 82Q: 3 clusters Score -657679 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -657692.062500 Penalty: 913.634521
	Iteration 83Q: 3 clusters Score -657692.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -657702.187500 Penalty: 913.634521
	Iteration 84Q: 3 clusters Score -657702.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -657716.375000 Penalty: 913.634521
	Iteration 85Q: 3 clusters Score -657716.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -657734.875000 Penalty: 913.634521
	Iteration 86Q: 3 clusters Score -657734.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -657747.937500 Penalty: 913.634521
	Iteration 87Q: 3 clusters Score -657747.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -657761.187500 Penalty: 913.634521
	Iteration 88Q: 3 clusters Score -657761.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -657772.687500 Penalty: 913.634521
	Iteration 89Q: 3 clusters Score -657772.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 11280 members 
Entering Unmasked Estep 
Score: -657784.625000 Penalty: 913.634521
	Iteration 90Q: 3 clusters Score -657784.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -657798.312500 Penalty: 913.634521
	Iteration 91Q: 3 clusters Score -657798.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -657812.937500 Penalty: 913.634521
	Iteration 92Q: 3 clusters Score -657812.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -657826.812500 Penalty: 913.634521
	Iteration 93Q: 3 clusters Score -657826.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -657838.062500 Penalty: 913.634521
	Iteration 94Q: 3 clusters Score -657838.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -657850.500000 Penalty: 913.634521
	Iteration 95Q: 3 clusters Score -657850.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -657862.437500 Penalty: 913.634521
	Iteration 96Q: 3 clusters Score -657862.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -657873.187500 Penalty: 913.634521
	Iteration 97Q: 3 clusters Score -657873.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -657890.250000 Penalty: 913.634521
	Iteration 98Q: 3 clusters Score -657890.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -657902.250000 Penalty: 913.634521
	Iteration 99Q: 3 clusters Score -657902.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -657906.812500 Penalty: 913.634521
	Iteration 100F: 3 clusters Score -657906.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -657909.375000 Penalty: 913.634521
	Iteration 101Q: 3 clusters Score -657909.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -657919.187500 Penalty: 913.634521
	Iteration 102Q: 3 clusters Score -657919.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -657922.187500 Penalty: 913.634521
	Iteration 103Q: 3 clusters Score -657922.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -657928.250000 Penalty: 913.634521
	Iteration 104Q: 3 clusters Score -657928.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -657931.937500 Penalty: 913.634521
	Iteration 105Q: 3 clusters Score -657931.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -657933.687500 Penalty: 913.634521
	Iteration 106Q: 3 clusters Score -657933.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -657937.312500 Penalty: 913.634521
	Iteration 107Q: 3 clusters Score -657937.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -657937.875000 Penalty: 913.634521
	Iteration 108Q: 3 clusters Score -657937.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -657940.375000 Penalty: 913.634521
	Iteration 109Q: 3 clusters Score -657940.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -657941.187500 Penalty: 913.634521
	Iteration 110Q: 3 clusters Score -657941.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -657943.437500 Penalty: 913.634521
	Iteration 111Q: 3 clusters Score -657943.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 12502 members 
Entering Unmasked Estep 
Score: -657945.312500 Penalty: 913.634521
	Iteration 112Q: 3 clusters Score -657945.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -657945.812500 Penalty: 913.634521
	Iteration 113Q: 3 clusters Score -657945.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -657945.000000 Penalty: 913.634521
	Iteration 114Q: 3 clusters Score -657945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -657944.750000 Penalty: 913.634521
	Iteration 115Q: 3 clusters Score -657944.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -657946.625000 Penalty: 913.634521
	Iteration 116Q: 3 clusters Score -657946.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -657946.500000 Penalty: 913.634521
	Iteration 117Q: 3 clusters Score -657946.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -657946.625000 Penalty: 913.634521
	Iteration 118Q: 3 clusters Score -657946.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -657946.000000 Penalty: 913.634521
	Iteration 119Q: 3 clusters Score -657946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -657947.250000 Penalty: 913.634521
	Iteration 120F: 3 clusters Score -657947.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -657945.562500 Penalty: 913.634521
	Iteration 121Q: 3 clusters Score -657945.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -657945.750000 Penalty: 913.634521
	Iteration 122Q: 3 clusters Score -657945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -657945.812500 Penalty: 913.634521
	Iteration 123Q: 3 clusters Score -657945.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -657946.062500 Penalty: 913.634521
	Iteration 124Q: 3 clusters Score -657946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -657946.000000 Penalty: 913.634521
	Iteration 125Q: 3 clusters Score -657946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -657945.687500 Penalty: 913.634521
	Iteration 126Q: 3 clusters Score -657945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -657946.812500 Penalty: 913.634521
	Iteration 127Q: 3 clusters Score -657946.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -657945.625000 Penalty: 913.634521
	Iteration 128Q: 3 clusters Score -657945.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -657945.187500 Penalty: 913.634521
	Iteration 129Q: 3 clusters Score -657945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -657946.312500 Penalty: 913.634521
	Iteration 130Q: 3 clusters Score -657946.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -657947.125000 Penalty: 913.634521
	Iteration 131Q: 3 clusters Score -657947.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -657947.437500 Penalty: 913.634521
	Iteration 132Q: 3 clusters Score -657947.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -657947.437500 Penalty: 913.634521
	Iteration 133F: 3 clusters Score -657947.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (67813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67813 members 
Entering Unmasked Estep 
Score: -2122538.500000 Penalty: 506.165161
	Iteration 0F: 2 clusters Score -2122538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -2077023.125000 Penalty: 1012.330322
	Iteration 0F: 3 clusters Score -2077023 nChanged 32998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 29726 members 
Entering Unmasked Estep 
Score: -2098514.500000 Penalty: 1012.330322
	Iteration 1F: 3 clusters Score -2098514 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -2100493.750000 Penalty: 1012.330322
	Iteration 2F: 3 clusters Score -2100494 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -2103504.750000 Penalty: 1012.330322
	Iteration 3F: 3 clusters Score -2103505 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47510 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2107511.500000 Penalty: 1012.330322
	Iteration 4F: 3 clusters Score -2107512 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50626 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -2111920.000000 Penalty: 1012.330322
	Iteration 5F: 3 clusters Score -2111920 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -2115330.500000 Penalty: 1012.330322
	Iteration 6F: 3 clusters Score -2115330 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53408 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -2117030.000000 Penalty: 1012.330322
	Iteration 7Q: 3 clusters Score -2117030 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -2117701.750000 Penalty: 1012.330322
	Iteration 8Q: 3 clusters Score -2117702 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54464 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2118019.750000 Penalty: 1012.330322
	Iteration 9Q: 3 clusters Score -2118020 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54855 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2118238.000000 Penalty: 1012.330322
	Iteration 10Q: 3 clusters Score -2118238 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -2118427.750000 Penalty: 1012.330322
	Iteration 11Q: 3 clusters Score -2118428 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55674 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2118582.500000 Penalty: 1012.330322
	Iteration 12Q: 3 clusters Score -2118582 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56084 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2118714.250000 Penalty: 1012.330322
	Iteration 13Q: 3 clusters Score -2118714 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56493 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2118836.250000 Penalty: 1012.330322
	Iteration 14Q: 3 clusters Score -2118836 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56856 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -2118933.500000 Penalty: 1012.330322
	Iteration 15Q: 3 clusters Score -2118934 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2119037.000000 Penalty: 1012.330322
	Iteration 16Q: 3 clusters Score -2119037 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57631 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2119148.750000 Penalty: 1012.330322
	Iteration 17Q: 3 clusters Score -2119149 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58025 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -2119241.000000 Penalty: 1012.330322
	Iteration 18Q: 3 clusters Score -2119241 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58425 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2119338.000000 Penalty: 1012.330322
	Iteration 19Q: 3 clusters Score -2119338 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58834 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -2119434.000000 Penalty: 1012.330322
	Iteration 20F: 3 clusters Score -2119434 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59273 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2119560.250000 Penalty: 1012.330322
	Iteration 21Q: 3 clusters Score -2119560 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59697 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2119673.750000 Penalty: 1012.330322
	Iteration 22Q: 3 clusters Score -2119674 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -2119783.000000 Penalty: 1012.330322
	Iteration 23Q: 3 clusters Score -2119783 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60545 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2119892.500000 Penalty: 1012.330322
	Iteration 24Q: 3 clusters Score -2119892 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2120014.250000 Penalty: 1012.330322
	Iteration 25Q: 3 clusters Score -2120014 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61405 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -2120128.000000 Penalty: 1012.330322
	Iteration 26Q: 3 clusters Score -2120128 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2120259.500000 Penalty: 1012.330322
	Iteration 27Q: 3 clusters Score -2120260 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62271 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2120400.000000 Penalty: 1012.330322
	Iteration 28Q: 3 clusters Score -2120400 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62663 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2120519.750000 Penalty: 1012.330322
	Iteration 29Q: 3 clusters Score -2120520 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63056 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2120646.000000 Penalty: 1012.330322
	Iteration 30Q: 3 clusters Score -2120646 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63432 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2120775.250000 Penalty: 1012.330322
	Iteration 31Q: 3 clusters Score -2120775 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63799 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2120877.500000 Penalty: 1012.330322
	Iteration 32Q: 3 clusters Score -2120878 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64166 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -2120999.000000 Penalty: 1012.330322
	Iteration 33Q: 3 clusters Score -2120999 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64490 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -2121100.750000 Penalty: 1012.330322
	Iteration 34Q: 3 clusters Score -2121101 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64783 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -2121188.000000 Penalty: 1012.330322
	Iteration 35Q: 3 clusters Score -2121188 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65064 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2121267.000000 Penalty: 1012.330322
	Iteration 36Q: 3 clusters Score -2121267 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2121348.250000 Penalty: 1012.330322
	Iteration 37Q: 3 clusters Score -2121348 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65586 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2121431.500000 Penalty: 1012.330322
	Iteration 38Q: 3 clusters Score -2121432 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65847 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2121514.500000 Penalty: 1012.330322
	Iteration 39Q: 3 clusters Score -2121514 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2121606.750000 Penalty: 1012.330322
	Iteration 40F: 3 clusters Score -2121607 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2121705.000000 Penalty: 1012.330322
	Iteration 41Q: 3 clusters Score -2121705 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66510 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2121774.750000 Penalty: 1012.330322
	Iteration 42Q: 3 clusters Score -2121775 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66661 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2121833.500000 Penalty: 1012.330322
	Iteration 43Q: 3 clusters Score -2121834 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2121881.750000 Penalty: 1012.330322
	Iteration 44Q: 3 clusters Score -2121882 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66911 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2121923.250000 Penalty: 1012.330322
	Iteration 45Q: 3 clusters Score -2121923 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2121960.500000 Penalty: 1012.330322
	Iteration 46Q: 3 clusters Score -2121960 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67072 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2121982.500000 Penalty: 1012.330322
	Iteration 47Q: 3 clusters Score -2121982 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67131 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2122008.250000 Penalty: 1012.330322
	Iteration 48Q: 3 clusters Score -2122008 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67179 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2122024.000000 Penalty: 1012.330322
	Iteration 49Q: 3 clusters Score -2122024 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2122041.000000 Penalty: 1012.330322
	Iteration 50Q: 3 clusters Score -2122041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67247 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -2122049.000000 Penalty: 1012.330322
	Iteration 51Q: 3 clusters Score -2122049 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67278 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2122061.500000 Penalty: 1012.330322
	Iteration 52Q: 3 clusters Score -2122062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67296 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2122063.500000 Penalty: 1012.330322
	Iteration 53Q: 3 clusters Score -2122064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2122062.750000 Penalty: 1012.330322
	Iteration 54Q: 3 clusters Score -2122063 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67337 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -2122065.750000 Penalty: 1012.330322
	Iteration 55Q: 3 clusters Score -2122066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2122075.000000 Penalty: 1012.330322
	Iteration 56Q: 3 clusters Score -2122075 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67382 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2122087.500000 Penalty: 1012.330322
	Iteration 57Q: 3 clusters Score -2122088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67399 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2122100.000000 Penalty: 1012.330322
	Iteration 58Q: 3 clusters Score -2122100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2122109.250000 Penalty: 1012.330322
	Iteration 59Q: 3 clusters Score -2122109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67428 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2122111.000000 Penalty: 1012.330322
	Iteration 60F: 3 clusters Score -2122111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67432 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2122112.750000 Penalty: 1012.330322
	Iteration 61Q: 3 clusters Score -2122113 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2122114.500000 Penalty: 1012.330322
	Iteration 62Q: 3 clusters Score -2122114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67446 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2122120.000000 Penalty: 1012.330322
	Iteration 63Q: 3 clusters Score -2122120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67453 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2122123.500000 Penalty: 1012.330322
	Iteration 64Q: 3 clusters Score -2122124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67461 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2122128.500000 Penalty: 1012.330322
	Iteration 65Q: 3 clusters Score -2122128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67475 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -2122133.750000 Penalty: 1012.330322
	Iteration 66Q: 3 clusters Score -2122134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67490 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2122144.000000 Penalty: 1012.330322
	Iteration 67Q: 3 clusters Score -2122144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -2122150.250000 Penalty: 1012.330322
	Iteration 68Q: 3 clusters Score -2122150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67512 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -2122153.250000 Penalty: 1012.330322
	Iteration 69Q: 3 clusters Score -2122153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2122155.500000 Penalty: 1012.330322
	Iteration 70Q: 3 clusters Score -2122156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2122155.250000 Penalty: 1012.330322
	Iteration 71Q: 3 clusters Score -2122155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67513 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -2122155.250000 Penalty: 1012.330322
	Iteration 72F: 3 clusters Score -2122155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Entering Unmasked Estep 
Score: -1040680.062500 Penalty: 471.972504
	Iteration 0F: 2 clusters Score -1040680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -1019338.750000 Penalty: 943.945007
	Iteration 0F: 3 clusters Score -1019339 nChanged 15442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1029028.375000 Penalty: 943.945007
	Iteration 1F: 3 clusters Score -1029028 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -1030257.437500 Penalty: 943.945007
	Iteration 2F: 3 clusters Score -1030257 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -1031843.937500 Penalty: 943.945007
	Iteration 3F: 3 clusters Score -1031844 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1033460.250000 Penalty: 943.945007
	Iteration 4F: 3 clusters Score -1033460 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1034751.687500 Penalty: 943.945007
	Iteration 5F: 3 clusters Score -1034752 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -1035585.750000 Penalty: 943.945007
	Iteration 6Q: 3 clusters Score -1035586 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -1036021.812500 Penalty: 943.945007
	Iteration 7Q: 3 clusters Score -1036022 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -1036215.937500 Penalty: 943.945007
	Iteration 8Q: 3 clusters Score -1036216 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -1036339.625000 Penalty: 943.945007
	Iteration 9Q: 3 clusters Score -1036340 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -1036421.875000 Penalty: 943.945007
	Iteration 10Q: 3 clusters Score -1036422 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -1036485.812500 Penalty: 943.945007
	Iteration 11Q: 3 clusters Score -1036486 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1036546.312500 Penalty: 943.945007
	Iteration 12Q: 3 clusters Score -1036546 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -1036592.875000 Penalty: 943.945007
	Iteration 13Q: 3 clusters Score -1036593 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -1036638.812500 Penalty: 943.945007
	Iteration 14Q: 3 clusters Score -1036639 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -1036680.000000 Penalty: 943.945007
	Iteration 15Q: 3 clusters Score -1036680 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -1036734.437500 Penalty: 943.945007
	Iteration 16Q: 3 clusters Score -1036734 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -1036774.250000 Penalty: 943.945007
	Iteration 17Q: 3 clusters Score -1036774 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -1036819.937500 Penalty: 943.945007
	Iteration 18Q: 3 clusters Score -1036820 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -1036873.562500 Penalty: 943.945007
	Iteration 19Q: 3 clusters Score -1036874 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 18511 members 
Entering Unmasked Estep 
Score: -1036917.812500 Penalty: 943.945007
	Iteration 20F: 3 clusters Score -1036918 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -1036965.375000 Penalty: 943.945007
	Iteration 21Q: 3 clusters Score -1036965 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12998 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -1037006.125000 Penalty: 943.945007
	Iteration 22Q: 3 clusters Score -1037006 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -1037047.062500 Penalty: 943.945007
	Iteration 23Q: 3 clusters Score -1037047 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 19453 members 
Entering Unmasked Estep 
Score: -1037086.937500 Penalty: 943.945007
	Iteration 24Q: 3 clusters Score -1037087 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12300 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -1037119.187500 Penalty: 943.945007
	Iteration 25Q: 3 clusters Score -1037119 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -1037151.125000 Penalty: 943.945007
	Iteration 26Q: 3 clusters Score -1037151 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -1037179.812500 Penalty: 943.945007
	Iteration 27Q: 3 clusters Score -1037180 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -1037216.000000 Penalty: 943.945007
	Iteration 28Q: 3 clusters Score -1037216 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -1037255.437500 Penalty: 943.945007
	Iteration 29Q: 3 clusters Score -1037255 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -1037292.375000 Penalty: 943.945007
	Iteration 30Q: 3 clusters Score -1037292 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -1037327.437500 Penalty: 943.945007
	Iteration 31Q: 3 clusters Score -1037327 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -1037359.687500 Penalty: 943.945007
	Iteration 32Q: 3 clusters Score -1037360 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -1037391.125000 Penalty: 943.945007
	Iteration 33Q: 3 clusters Score -1037391 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -1037428.375000 Penalty: 943.945007
	Iteration 34Q: 3 clusters Score -1037428 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -1037463.875000 Penalty: 943.945007
	Iteration 35Q: 3 clusters Score -1037464 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -1037503.312500 Penalty: 943.945007
	Iteration 36Q: 3 clusters Score -1037503 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -1037549.187500 Penalty: 943.945007
	Iteration 37Q: 3 clusters Score -1037549 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -1037604.500000 Penalty: 943.945007
	Iteration 38Q: 3 clusters Score -1037604 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -1037650.187500 Penalty: 943.945007
	Iteration 39Q: 3 clusters Score -1037650 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -1037693.375000 Penalty: 943.945007
	Iteration 40F: 3 clusters Score -1037693 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -1037750.687500 Penalty: 943.945007
	Iteration 41Q: 3 clusters Score -1037751 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -1037807.750000 Penalty: 943.945007
	Iteration 42Q: 3 clusters Score -1037808 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -1037852.875000 Penalty: 943.945007
	Iteration 43Q: 3 clusters Score -1037853 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -1037907.625000 Penalty: 943.945007
	Iteration 44Q: 3 clusters Score -1037908 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -1037978.750000 Penalty: 943.945007
	Iteration 45Q: 3 clusters Score -1037979 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -1038051.312500 Penalty: 943.945007
	Iteration 46Q: 3 clusters Score -1038051 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -1038130.375000 Penalty: 943.945007
	Iteration 47Q: 3 clusters Score -1038130 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 26253 members 
Entering Unmasked Estep 
Score: -1038225.375000 Penalty: 943.945007
	Iteration 48Q: 3 clusters Score -1038225 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -1038330.937500 Penalty: 943.945007
	Iteration 49Q: 3 clusters Score -1038331 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -1038440.562500 Penalty: 943.945007
	Iteration 50Q: 3 clusters Score -1038441 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 27455 members 
Entering Unmasked Estep 
Score: -1038557.125000 Penalty: 943.945007
	Iteration 51Q: 3 clusters Score -1038557 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -1038700.875000 Penalty: 943.945007
	Iteration 52Q: 3 clusters Score -1038701 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 28311 members 
Entering Unmasked Estep 
Score: -1038858.500000 Penalty: 943.945007
	Iteration 53Q: 3 clusters Score -1038858 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 28752 members 
Entering Unmasked Estep 
Score: -1039025.062500 Penalty: 943.945007
	Iteration 54Q: 3 clusters Score -1039025 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 29181 members 
Entering Unmasked Estep 
Score: -1039206.625000 Penalty: 943.945007
	Iteration 55Q: 3 clusters Score -1039207 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -1039400.312500 Penalty: 943.945007
	Iteration 56Q: 3 clusters Score -1039400 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 29967 members 
Entering Unmasked Estep 
Score: -1039565.562500 Penalty: 943.945007
	Iteration 57Q: 3 clusters Score -1039566 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -1039733.562500 Penalty: 943.945007
	Iteration 58Q: 3 clusters Score -1039734 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -1039890.812500 Penalty: 943.945007
	Iteration 59Q: 3 clusters Score -1039891 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -1040025.562500 Penalty: 943.945007
	Iteration 60F: 3 clusters Score -1040026 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 31042 members 
Entering Unmasked Estep 
Score: -1040119.437500 Penalty: 943.945007
	Iteration 61Q: 3 clusters Score -1040119 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 31193 members 
Entering Unmasked Estep 
Score: -1040187.187500 Penalty: 943.945007
	Iteration 62Q: 3 clusters Score -1040187 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -1040231.000000 Penalty: 943.945007
	Iteration 63Q: 3 clusters Score -1040231 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -1040258.875000 Penalty: 943.945007
	Iteration 64Q: 3 clusters Score -1040259 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -1040289.375000 Penalty: 943.945007
	Iteration 65Q: 3 clusters Score -1040289 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 31495 members 
Entering Unmasked Estep 
Score: -1040314.750000 Penalty: 943.945007
	Iteration 66Q: 3 clusters Score -1040315 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 31535 members 
Entering Unmasked Estep 
Score: -1040325.375000 Penalty: 943.945007
	Iteration 67Q: 3 clusters Score -1040325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 31557 members 
Entering Unmasked Estep 
Score: -1040333.750000 Penalty: 943.945007
	Iteration 68Q: 3 clusters Score -1040334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 31580 members 
Entering Unmasked Estep 
Score: -1040346.375000 Penalty: 943.945007
	Iteration 69Q: 3 clusters Score -1040346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -1040365.437500 Penalty: 943.945007
	Iteration 70Q: 3 clusters Score -1040365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -1040372.875000 Penalty: 943.945007
	Iteration 71Q: 3 clusters Score -1040373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -1040378.750000 Penalty: 943.945007
	Iteration 72Q: 3 clusters Score -1040379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -1040382.187500 Penalty: 943.945007
	Iteration 73Q: 3 clusters Score -1040382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
Score: -1040386.500000 Penalty: 943.945007
	Iteration 74Q: 3 clusters Score -1040386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31665 members 
Entering Unmasked Estep 
Score: -1040388.937500 Penalty: 943.945007
	Iteration 75Q: 3 clusters Score -1040389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -1040391.312500 Penalty: 943.945007
	Iteration 76Q: 3 clusters Score -1040391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -1040392.187500 Penalty: 943.945007
	Iteration 77Q: 3 clusters Score -1040392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -1040392.250000 Penalty: 943.945007
	Iteration 78Q: 3 clusters Score -1040392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -1040392.500000 Penalty: 943.945007
	Iteration 79Q: 3 clusters Score -1040392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -1040390.875000 Penalty: 943.945007
	Iteration 80F: 3 clusters Score -1040391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -1040392.000000 Penalty: 943.945007
	Iteration 81Q: 3 clusters Score -1040392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 31687 members 
Entering Unmasked Estep 
Score: -1040393.375000 Penalty: 943.945007
	Iteration 82Q: 3 clusters Score -1040393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -1040395.812500 Penalty: 943.945007
	Iteration 83Q: 3 clusters Score -1040396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 31695 members 
Entering Unmasked Estep 
Score: -1040398.625000 Penalty: 943.945007
	Iteration 84Q: 3 clusters Score -1040399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 31702 members 
Entering Unmasked Estep 
Score: -1040402.250000 Penalty: 943.945007
	Iteration 85Q: 3 clusters Score -1040402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -1040402.062500 Penalty: 943.945007
	Iteration 86Q: 3 clusters Score -1040402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -1040403.000000 Penalty: 943.945007
	Iteration 87Q: 3 clusters Score -1040403 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -1040404.187500 Penalty: 943.945007
	Iteration 88Q: 3 clusters Score -1040404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -1040405.250000 Penalty: 943.945007
	Iteration 89Q: 3 clusters Score -1040405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 31707 members 
Entering Unmasked Estep 
Score: -1040405.250000 Penalty: 943.945007
	Iteration 90F: 3 clusters Score -1040405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Entering Unmasked Estep 
Score: -290156.750000 Penalty: 415.817413
	Iteration 0F: 2 clusters Score -290156.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -283930.750000 Penalty: 831.634827
	Iteration 0F: 3 clusters Score -283930.8 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -286762.843750 Penalty: 831.634827
	Iteration 1F: 3 clusters Score -286762.8 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -287037.406250 Penalty: 831.634827
	Iteration 2F: 3 clusters Score -287037.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -287363.125000 Penalty: 831.634827
	Iteration 3F: 3 clusters Score -287363.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -287664.093750 Penalty: 831.634827
	Iteration 4F: 3 clusters Score -287664.1 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -287927.843750 Penalty: 831.634827
	Iteration 5Q: 3 clusters Score -287927.8 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -288145.187500 Penalty: 831.634827
	Iteration 6Q: 3 clusters Score -288145.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -288318.062500 Penalty: 831.634827
	Iteration 7Q: 3 clusters Score -288318.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -288486.937500 Penalty: 831.634827
	Iteration 8Q: 3 clusters Score -288486.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -288628.750000 Penalty: 831.634827
	Iteration 9Q: 3 clusters Score -288628.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -288725.187500 Penalty: 831.634827
	Iteration 10Q: 3 clusters Score -288725.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -288820.312500 Penalty: 831.634827
	Iteration 11Q: 3 clusters Score -288820.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -288908.125000 Penalty: 831.634827
	Iteration 12Q: 3 clusters Score -288908.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -288982.312500 Penalty: 831.634827
	Iteration 13Q: 3 clusters Score -288982.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -289047.750000 Penalty: 831.634827
	Iteration 14Q: 3 clusters Score -289047.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -289091.156250 Penalty: 831.634827
	Iteration 15Q: 3 clusters Score -289091.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -289125.281250 Penalty: 831.634827
	Iteration 16Q: 3 clusters Score -289125.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -289152.218750 Penalty: 831.634827
	Iteration 17Q: 3 clusters Score -289152.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -289184.125000 Penalty: 831.634827
	Iteration 18Q: 3 clusters Score -289184.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -289222.281250 Penalty: 831.634827
	Iteration 19Q: 3 clusters Score -289222.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -289262.781250 Penalty: 831.634827
	Iteration 20F: 3 clusters Score -289262.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -289305.062500 Penalty: 831.634827
	Iteration 21Q: 3 clusters Score -289305.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -289357.593750 Penalty: 831.634827
	Iteration 22Q: 3 clusters Score -289357.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -289402.562500 Penalty: 831.634827
	Iteration 23Q: 3 clusters Score -289402.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -289449.250000 Penalty: 831.634827
	Iteration 24Q: 3 clusters Score -289449.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -289490.406250 Penalty: 831.634827
	Iteration 25Q: 3 clusters Score -289490.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -289518.250000 Penalty: 831.634827
	Iteration 26Q: 3 clusters Score -289518.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -289544.781250 Penalty: 831.634827
	Iteration 27Q: 3 clusters Score -289544.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -289566.156250 Penalty: 831.634827
	Iteration 28Q: 3 clusters Score -289566.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -289581.437500 Penalty: 831.634827
	Iteration 29Q: 3 clusters Score -289581.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -289598.906250 Penalty: 831.634827
	Iteration 30Q: 3 clusters Score -289598.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -289618.375000 Penalty: 831.634827
	Iteration 31Q: 3 clusters Score -289618.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -289634.531250 Penalty: 831.634827
	Iteration 32Q: 3 clusters Score -289634.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -289644.250000 Penalty: 831.634827
	Iteration 33Q: 3 clusters Score -289644.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -289652.875000 Penalty: 831.634827
	Iteration 34Q: 3 clusters Score -289652.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -289657.937500 Penalty: 831.634827
	Iteration 35Q: 3 clusters Score -289657.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -289663.656250 Penalty: 831.634827
	Iteration 36Q: 3 clusters Score -289663.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -289672.562500 Penalty: 831.634827
	Iteration 37Q: 3 clusters Score -289672.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -289685.000000 Penalty: 831.634827
	Iteration 38Q: 3 clusters Score -289685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -289693.625000 Penalty: 831.634827
	Iteration 39Q: 3 clusters Score -289693.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -289701.156250 Penalty: 831.634827
	Iteration 40F: 3 clusters Score -289701.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -289707.343750 Penalty: 831.634827
	Iteration 41Q: 3 clusters Score -289707.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -289713.468750 Penalty: 831.634827
	Iteration 42Q: 3 clusters Score -289713.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -289719.375000 Penalty: 831.634827
	Iteration 43Q: 3 clusters Score -289719.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -289725.656250 Penalty: 831.634827
	Iteration 44Q: 3 clusters Score -289725.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -289735.031250 Penalty: 831.634827
	Iteration 45Q: 3 clusters Score -289735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -289745.656250 Penalty: 831.634827
	Iteration 46Q: 3 clusters Score -289745.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -289760.812500 Penalty: 831.634827
	Iteration 47Q: 3 clusters Score -289760.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -289774.437500 Penalty: 831.634827
	Iteration 48Q: 3 clusters Score -289774.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -289780.687500 Penalty: 831.634827
	Iteration 49Q: 3 clusters Score -289780.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -289787.875000 Penalty: 831.634827
	Iteration 50Q: 3 clusters Score -289787.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -289793.687500 Penalty: 831.634827
	Iteration 51Q: 3 clusters Score -289793.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -289797.406250 Penalty: 831.634827
	Iteration 52Q: 3 clusters Score -289797.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -289802.906250 Penalty: 831.634827
	Iteration 53Q: 3 clusters Score -289802.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -289807.625000 Penalty: 831.634827
	Iteration 54Q: 3 clusters Score -289807.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -289817.062500 Penalty: 831.634827
	Iteration 55Q: 3 clusters Score -289817.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -289821.812500 Penalty: 831.634827
	Iteration 56Q: 3 clusters Score -289821.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -289824.875000 Penalty: 831.634827
	Iteration 57Q: 3 clusters Score -289824.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -289828.125000 Penalty: 831.634827
	Iteration 58Q: 3 clusters Score -289828.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -289831.031250 Penalty: 831.634827
	Iteration 59Q: 3 clusters Score -289831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -289834.718750 Penalty: 831.634827
	Iteration 60F: 3 clusters Score -289834.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -289836.968750 Penalty: 831.634827
	Iteration 61Q: 3 clusters Score -289837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -289840.468750 Penalty: 831.634827
	Iteration 62Q: 3 clusters Score -289840.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -289841.843750 Penalty: 831.634827
	Iteration 63Q: 3 clusters Score -289841.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -289842.531250 Penalty: 831.634827
	Iteration 64Q: 3 clusters Score -289842.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -289843.781250 Penalty: 831.634827
	Iteration 65Q: 3 clusters Score -289843.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -289845.437500 Penalty: 831.634827
	Iteration 66Q: 3 clusters Score -289845.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -289846.781250 Penalty: 831.634827
	Iteration 67Q: 3 clusters Score -289846.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -289847.187500 Penalty: 831.634827
	Iteration 68Q: 3 clusters Score -289847.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -289847.812500 Penalty: 831.634827
	Iteration 69Q: 3 clusters Score -289847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -289847.812500 Penalty: 831.634827
	Iteration 70Q: 3 clusters Score -289847.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -289848.125000 Penalty: 831.634827
	Iteration 71Q: 3 clusters Score -289848.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -289848.125000 Penalty: 831.634827
	Iteration 72F: 3 clusters Score -289848.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Entering Unmasked Estep 
Score: -152841.109375 Penalty: 389.360565
	Iteration 0F: 2 clusters Score -152841.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -149287.187500 Penalty: 778.721130
	Iteration 0F: 3 clusters Score -149287.2 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -150657.515625 Penalty: 778.721130
	Iteration 1F: 3 clusters Score -150657.5 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -150894.250000 Penalty: 778.721130
	Iteration 2F: 3 clusters Score -150894.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -151141.015625 Penalty: 778.721130
	Iteration 3F: 3 clusters Score -151141 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -151386.578125 Penalty: 778.721130
	Iteration 4F: 3 clusters Score -151386.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -151620.515625 Penalty: 778.721130
	Iteration 5F: 3 clusters Score -151620.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -151816.421875 Penalty: 778.721130
	Iteration 6Q: 3 clusters Score -151816.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -152041.953125 Penalty: 778.721130
	Iteration 7Q: 3 clusters Score -152042 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -152215.765625 Penalty: 778.721130
	Iteration 8Q: 3 clusters Score -152215.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -152308.140625 Penalty: 778.721130
	Iteration 9Q: 3 clusters Score -152308.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -152355.453125 Penalty: 778.721130
	Iteration 10Q: 3 clusters Score -152355.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -152374.750000 Penalty: 778.721130
	Iteration 11Q: 3 clusters Score -152374.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -152385.375000 Penalty: 778.721130
	Iteration 12Q: 3 clusters Score -152385.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -152392.234375 Penalty: 778.721130
	Iteration 13Q: 3 clusters Score -152392.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -152398.109375 Penalty: 778.721130
	Iteration 14Q: 3 clusters Score -152398.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -152406.218750 Penalty: 778.721130
	Iteration 15Q: 3 clusters Score -152406.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -152410.734375 Penalty: 778.721130
	Iteration 16Q: 3 clusters Score -152410.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -152415.500000 Penalty: 778.721130
	Iteration 17Q: 3 clusters Score -152415.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -152420.375000 Penalty: 778.721130
	Iteration 18Q: 3 clusters Score -152420.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -152423.781250 Penalty: 778.721130
	Iteration 19Q: 3 clusters Score -152423.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -152428.187500 Penalty: 778.721130
	Iteration 20F: 3 clusters Score -152428.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -152431.546875 Penalty: 778.721130
	Iteration 21Q: 3 clusters Score -152431.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -152435.093750 Penalty: 778.721130
	Iteration 22Q: 3 clusters Score -152435.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -152438.843750 Penalty: 778.721130
	Iteration 23Q: 3 clusters Score -152438.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -152441.968750 Penalty: 778.721130
	Iteration 24Q: 3 clusters Score -152442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -152444.328125 Penalty: 778.721130
	Iteration 25Q: 3 clusters Score -152444.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -152446.640625 Penalty: 778.721130
	Iteration 26Q: 3 clusters Score -152446.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -152448.703125 Penalty: 778.721130
	Iteration 27Q: 3 clusters Score -152448.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -152451.812500 Penalty: 778.721130
	Iteration 28Q: 3 clusters Score -152451.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -152455.609375 Penalty: 778.721130
	Iteration 29Q: 3 clusters Score -152455.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -152458.406250 Penalty: 778.721130
	Iteration 30Q: 3 clusters Score -152458.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -152461.890625 Penalty: 778.721130
	Iteration 31Q: 3 clusters Score -152461.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -152468.546875 Penalty: 778.721130
	Iteration 32Q: 3 clusters Score -152468.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -152474.937500 Penalty: 778.721130
	Iteration 33Q: 3 clusters Score -152474.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -152482.031250 Penalty: 778.721130
	Iteration 34Q: 3 clusters Score -152482 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -152487.156250 Penalty: 778.721130
	Iteration 35Q: 3 clusters Score -152487.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -152492.484375 Penalty: 778.721130
	Iteration 36Q: 3 clusters Score -152492.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -152495.671875 Penalty: 778.721130
	Iteration 37Q: 3 clusters Score -152495.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -152498.250000 Penalty: 778.721130
	Iteration 38Q: 3 clusters Score -152498.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -152499.859375 Penalty: 778.721130
	Iteration 39Q: 3 clusters Score -152499.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -152500.359375 Penalty: 778.721130
	Iteration 40F: 3 clusters Score -152500.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -152502.218750 Penalty: 778.721130
	Iteration 41Q: 3 clusters Score -152502.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -152503.984375 Penalty: 778.721130
	Iteration 42Q: 3 clusters Score -152504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -152504.609375 Penalty: 778.721130
	Iteration 43Q: 3 clusters Score -152504.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -152506.000000 Penalty: 778.721130
	Iteration 44Q: 3 clusters Score -152506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -152507.812500 Penalty: 778.721130
	Iteration 45Q: 3 clusters Score -152507.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -152509.312500 Penalty: 778.721130
	Iteration 46Q: 3 clusters Score -152509.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -152509.890625 Penalty: 778.721130
	Iteration 47Q: 3 clusters Score -152509.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -152509.937500 Penalty: 778.721130
	Iteration 48Q: 3 clusters Score -152509.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -152510.250000 Penalty: 778.721130
	Iteration 49Q: 3 clusters Score -152510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -152510.578125 Penalty: 778.721130
	Iteration 50Q: 3 clusters Score -152510.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -152511.031250 Penalty: 778.721130
	Iteration 51Q: 3 clusters Score -152511 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -152511.031250 Penalty: 778.721130
	Iteration 52F: 3 clusters Score -152511 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Entering Unmasked Estep 
Score: -276284.375000 Penalty: 411.326599
	Iteration 0F: 2 clusters Score -276284.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -270652.437500 Penalty: 822.653198
	Iteration 0F: 3 clusters Score -270652.4 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -272724.187500 Penalty: 822.653198
	Iteration 1F: 3 clusters Score -272724.2 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -272845.500000 Penalty: 822.653198
	Iteration 2Q: 3 clusters Score -272845.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -272932.562500 Penalty: 822.653198
	Iteration 3Q: 3 clusters Score -272932.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -273021.093750 Penalty: 822.653198
	Iteration 4Q: 3 clusters Score -273021.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -273124.000000 Penalty: 822.653198
	Iteration 5Q: 3 clusters Score -273124 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -273236.406250 Penalty: 822.653198
	Iteration 6Q: 3 clusters Score -273236.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -273342.843750 Penalty: 822.653198
	Iteration 7Q: 3 clusters Score -273342.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -273487.000000 Penalty: 822.653198
	Iteration 8Q: 3 clusters Score -273487 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -273673.031250 Penalty: 822.653198
	Iteration 9Q: 3 clusters Score -273673 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -273931.937500 Penalty: 822.653198
	Iteration 10F: 3 clusters Score -273931.9 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -274289.750000 Penalty: 822.653198
	Iteration 11F: 3 clusters Score -274289.8 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -274677.468750 Penalty: 822.653198
	Iteration 12F: 3 clusters Score -274677.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -275098.843750 Penalty: 822.653198
	Iteration 13F: 3 clusters Score -275098.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -275444.125000 Penalty: 822.653198
	Iteration 14Q: 3 clusters Score -275444.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -275722.656250 Penalty: 822.653198
	Iteration 15Q: 3 clusters Score -275722.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -275907.656250 Penalty: 822.653198
	Iteration 16Q: 3 clusters Score -275907.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -276041.656250 Penalty: 822.653198
	Iteration 17Q: 3 clusters Score -276041.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -276103.218750 Penalty: 822.653198
	Iteration 18Q: 3 clusters Score -276103.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7469 members 
Entering Unmasked Estep 
Score: -276130.875000 Penalty: 822.653198
	Iteration 19Q: 3 clusters Score -276130.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -276155.843750 Penalty: 822.653198
	Iteration 20F: 3 clusters Score -276155.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -276174.093750 Penalty: 822.653198
	Iteration 21Q: 3 clusters Score -276174.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -276188.968750 Penalty: 822.653198
	Iteration 22Q: 3 clusters Score -276189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -276197.531250 Penalty: 822.653198
	Iteration 23Q: 3 clusters Score -276197.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -276203.125000 Penalty: 822.653198
	Iteration 24Q: 3 clusters Score -276203.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -276208.687500 Penalty: 822.653198
	Iteration 25Q: 3 clusters Score -276208.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -276212.625000 Penalty: 822.653198
	Iteration 26Q: 3 clusters Score -276212.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -276215.968750 Penalty: 822.653198
	Iteration 27Q: 3 clusters Score -276216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -276217.937500 Penalty: 822.653198
	Iteration 28Q: 3 clusters Score -276217.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -276219.937500 Penalty: 822.653198
	Iteration 29Q: 3 clusters Score -276219.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -276222.625000 Penalty: 822.653198
	Iteration 30Q: 3 clusters Score -276222.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -276223.968750 Penalty: 822.653198
	Iteration 31Q: 3 clusters Score -276224 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -276226.562500 Penalty: 822.653198
	Iteration 32Q: 3 clusters Score -276226.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -276228.812500 Penalty: 822.653198
	Iteration 33Q: 3 clusters Score -276228.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -276230.250000 Penalty: 822.653198
	Iteration 34Q: 3 clusters Score -276230.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -276232.968750 Penalty: 822.653198
	Iteration 35Q: 3 clusters Score -276233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -276235.968750 Penalty: 822.653198
	Iteration 36Q: 3 clusters Score -276236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -276237.281250 Penalty: 822.653198
	Iteration 37Q: 3 clusters Score -276237.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -276241.187500 Penalty: 822.653198
	Iteration 38Q: 3 clusters Score -276241.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -276242.437500 Penalty: 822.653198
	Iteration 39Q: 3 clusters Score -276242.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -276243.968750 Penalty: 822.653198
	Iteration 40F: 3 clusters Score -276244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -276243.875000 Penalty: 822.653198
	Iteration 41Q: 3 clusters Score -276243.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -276243.312500 Penalty: 822.653198
	Iteration 42Q: 3 clusters Score -276243.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -276243.156250 Penalty: 822.653198
	Iteration 43Q: 3 clusters Score -276243.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -276243.156250 Penalty: 822.653198
	Iteration 44F: 3 clusters Score -276243.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Entering Unmasked Estep 
Score: -48425.824219 Penalty: 334.506897
	Iteration 0F: 2 clusters Score -48425.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -47241.050781 Penalty: 669.013794
	Iteration 0F: 3 clusters Score -47241.05 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -47623.191406 Penalty: 669.013794
	Iteration 1F: 3 clusters Score -47623.19 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -47696.238281 Penalty: 669.013794
	Iteration 2F: 3 clusters Score -47696.24 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -47746.367188 Penalty: 669.013794
	Iteration 3F: 3 clusters Score -47746.37 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -47787.621094 Penalty: 669.013794
	Iteration 4F: 3 clusters Score -47787.62 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -47818.222656 Penalty: 669.013794
	Iteration 5Q: 3 clusters Score -47818.22 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -47853.925781 Penalty: 669.013794
	Iteration 6Q: 3 clusters Score -47853.93 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -47896.085938 Penalty: 669.013794
	Iteration 7Q: 3 clusters Score -47896.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -47935.195312 Penalty: 669.013794
	Iteration 8Q: 3 clusters Score -47935.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47976.632812 Penalty: 669.013794
	Iteration 9Q: 3 clusters Score -47976.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -48020.324219 Penalty: 669.013794
	Iteration 10Q: 3 clusters Score -48020.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -48049.449219 Penalty: 669.013794
	Iteration 11Q: 3 clusters Score -48049.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48075.109375 Penalty: 669.013794
	Iteration 12Q: 3 clusters Score -48075.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -48092.167969 Penalty: 669.013794
	Iteration 13Q: 3 clusters Score -48092.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -48105.593750 Penalty: 669.013794
	Iteration 14Q: 3 clusters Score -48105.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48121.015625 Penalty: 669.013794
	Iteration 15Q: 3 clusters Score -48121.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -48125.496094 Penalty: 669.013794
	Iteration 16Q: 3 clusters Score -48125.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -48131.402344 Penalty: 669.013794
	Iteration 17Q: 3 clusters Score -48131.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -48139.093750 Penalty: 669.013794
	Iteration 18Q: 3 clusters Score -48139.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -48144.687500 Penalty: 669.013794
	Iteration 19Q: 3 clusters Score -48144.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -48148.179688 Penalty: 669.013794
	Iteration 20F: 3 clusters Score -48148.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -48153.332031 Penalty: 669.013794
	Iteration 21Q: 3 clusters Score -48153.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -48154.343750 Penalty: 669.013794
	Iteration 22Q: 3 clusters Score -48154.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -48154.757812 Penalty: 669.013794
	Iteration 23Q: 3 clusters Score -48154.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -48154.941406 Penalty: 669.013794
	Iteration 24Q: 3 clusters Score -48154.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -48154.941406 Penalty: 669.013794
	Iteration 25F: 3 clusters Score -48154.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Entering Unmasked Estep 
Score: -70577.804688 Penalty: 357.550568
	Iteration 0F: 2 clusters Score -70577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -68816.281250 Penalty: 715.101135
	Iteration 0F: 3 clusters Score -68816.28 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -69462.101562 Penalty: 715.101135
	Iteration 1F: 3 clusters Score -69462.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -69591.164062 Penalty: 715.101135
	Iteration 2F: 3 clusters Score -69591.16 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -69710.273438 Penalty: 715.101135
	Iteration 3F: 3 clusters Score -69710.27 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -69834.992188 Penalty: 715.101135
	Iteration 4F: 3 clusters Score -69834.99 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -69968.015625 Penalty: 715.101135
	Iteration 5F: 3 clusters Score -69968.02 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -70082.117188 Penalty: 715.101135
	Iteration 6F: 3 clusters Score -70082.12 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -70158.203125 Penalty: 715.101135
	Iteration 7Q: 3 clusters Score -70158.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -70221.132812 Penalty: 715.101135
	Iteration 8Q: 3 clusters Score -70221.13 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -70260.632812 Penalty: 715.101135
	Iteration 9Q: 3 clusters Score -70260.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -70290.937500 Penalty: 715.101135
	Iteration 10Q: 3 clusters Score -70290.94 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -70304.812500 Penalty: 715.101135
	Iteration 11Q: 3 clusters Score -70304.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -70313.617188 Penalty: 715.101135
	Iteration 12Q: 3 clusters Score -70313.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -70318.976562 Penalty: 715.101135
	Iteration 13Q: 3 clusters Score -70318.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -70320.500000 Penalty: 715.101135
	Iteration 14Q: 3 clusters Score -70320.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -70321.195312 Penalty: 715.101135
	Iteration 15Q: 3 clusters Score -70321.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -70321.429688 Penalty: 715.101135
	Iteration 16Q: 3 clusters Score -70321.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -70321.429688 Penalty: 715.101135
	Iteration 17F: 3 clusters Score -70321.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149779 members 
Mstep: Class 2 contains 1157 members 
Mstep: Class 3 contains 6450 members 
Mstep: Class 4 contains 2172 members 
Mstep: Class 5 contains 121323 members 
Mstep: Class 6 contains 7259 members 
Mstep: Class 7 contains 35419 members 
Mstep: Class 8 contains 6679 members 
Mstep: Class 9 contains 4405 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 7324 members 
Mstep: Class 12 contains 12292 members 
Mstep: Class 13 contains 22924 members 
Mstep: Class 14 contains 67813 members 
Mstep: Class 15 contains 31985 members 
Mstep: Class 16 contains 9310 members 
Mstep: Class 17 contains 5205 members 
Mstep: Class 18 contains 8435 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 2587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729472.000000 Penalty: 12581.587891
Iteration 79Q: 22 clusters Score -1.572947e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149848 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 6452 members 
Mstep: Class 4 contains 2171 members 
Mstep: Class 5 contains 121338 members 
Mstep: Class 6 contains 7259 members 
Mstep: Class 7 contains 35521 members 
Mstep: Class 8 contains 6721 members 
Mstep: Class 9 contains 4375 members 
Mstep: Class 10 contains 828 members 
Mstep: Class 11 contains 7391 members 
Mstep: Class 12 contains 12282 members 
Mstep: Class 13 contains 22837 members 
Mstep: Class 14 contains 67806 members 
Mstep: Class 15 contains 31987 members 
Mstep: Class 16 contains 9313 members 
Mstep: Class 17 contains 5215 members 
Mstep: Class 18 contains 8468 members 
Mstep: Class 19 contains 1565 members 
Mstep: Class 20 contains 2583 members 
Mstep: Class 21 contains 17930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729601.000000 Penalty: 12581.587891
Iteration 80F: 22 clusters Score -1.57296e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149654 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6450 members 
Mstep: Class 4 contains 2168 members 
Mstep: Class 5 contains 121351 members 
Mstep: Class 6 contains 7261 members 
Mstep: Class 7 contains 35609 members 
Mstep: Class 8 contains 6701 members 
Mstep: Class 9 contains 4356 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 7373 members 
Mstep: Class 12 contains 12268 members 
Mstep: Class 13 contains 22750 members 
Mstep: Class 14 contains 67693 members 
Mstep: Class 15 contains 31990 members 
Mstep: Class 16 contains 9305 members 
Mstep: Class 17 contains 5218 members 
Mstep: Class 18 contains 8502 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 2581 members 
Mstep: Class 21 contains 18273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729634.000000 Penalty: 12581.587891
Iteration 81Q: 22 clusters Score -1.572963e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149532 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6452 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 121350 members 
Mstep: Class 6 contains 7260 members 
Mstep: Class 7 contains 35695 members 
Mstep: Class 8 contains 6688 members 
Mstep: Class 9 contains 4366 members 
Mstep: Class 10 contains 832 members 
Mstep: Class 11 contains 7350 members 
Mstep: Class 12 contains 12260 members 
Mstep: Class 13 contains 22654 members 
Mstep: Class 14 contains 67602 members 
Mstep: Class 15 contains 31996 members 
Mstep: Class 16 contains 9307 members 
Mstep: Class 17 contains 5218 members 
Mstep: Class 18 contains 8549 members 
Mstep: Class 19 contains 1545 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 18491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729652.000000 Penalty: 12581.587891
Iteration 82Q: 22 clusters Score -1.572965e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149417 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6453 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 121344 members 
Mstep: Class 6 contains 7261 members 
Mstep: Class 7 contains 35781 members 
Mstep: Class 8 contains 6673 members 
Mstep: Class 9 contains 4384 members 
Mstep: Class 10 contains 831 members 
Mstep: Class 11 contains 7316 members 
Mstep: Class 12 contains 12256 members 
Mstep: Class 13 contains 22561 members 
Mstep: Class 14 contains 67537 members 
Mstep: Class 15 contains 32003 members 
Mstep: Class 16 contains 9301 members 
Mstep: Class 17 contains 5220 members 
Mstep: Class 18 contains 8596 members 
Mstep: Class 19 contains 1535 members 
Mstep: Class 20 contains 2575 members 
Mstep: Class 21 contains 18677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729743.000000 Penalty: 12581.587891
Iteration 83Q: 22 clusters Score -1.572974e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149325 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6450 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 121351 members 
Mstep: Class 6 contains 7266 members 
Mstep: Class 7 contains 35847 members 
Mstep: Class 8 contains 6658 members 
Mstep: Class 9 contains 4403 members 
Mstep: Class 10 contains 832 members 
Mstep: Class 11 contains 7275 members 
Mstep: Class 12 contains 12256 members 
Mstep: Class 13 contains 22475 members 
Mstep: Class 14 contains 67465 members 
Mstep: Class 15 contains 32008 members 
Mstep: Class 16 contains 9304 members 
Mstep: Class 17 contains 5226 members 
Mstep: Class 18 contains 8647 members 
Mstep: Class 19 contains 1534 members 
Mstep: Class 20 contains 2573 members 
Mstep: Class 21 contains 18826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729761.000000 Penalty: 12581.587891
Iteration 84Q: 22 clusters Score -1.572976e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149253 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6450 members 
Mstep: Class 4 contains 2170 members 
Mstep: Class 5 contains 121363 members 
Mstep: Class 6 contains 7270 members 
Mstep: Class 7 contains 35913 members 
Mstep: Class 8 contains 6641 members 
Mstep: Class 9 contains 4419 members 
Mstep: Class 10 contains 836 members 
Mstep: Class 11 contains 7229 members 
Mstep: Class 12 contains 12258 members 
Mstep: Class 13 contains 22380 members 
Mstep: Class 14 contains 67395 members 
Mstep: Class 15 contains 32011 members 
Mstep: Class 16 contains 9303 members 
Mstep: Class 17 contains 5235 members 
Mstep: Class 18 contains 8708 members 
Mstep: Class 19 contains 1536 members 
Mstep: Class 20 contains 2570 members 
Mstep: Class 21 contains 18948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729874.000000 Penalty: 12581.587891
Iteration 85Q: 22 clusters Score -1.572987e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149178 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6445 members 
Mstep: Class 4 contains 2169 members 
Mstep: Class 5 contains 121381 members 
Mstep: Class 6 contains 7274 members 
Mstep: Class 7 contains 35988 members 
Mstep: Class 8 contains 6615 members 
Mstep: Class 9 contains 4433 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 7200 members 
Mstep: Class 12 contains 12256 members 
Mstep: Class 13 contains 22283 members 
Mstep: Class 14 contains 67342 members 
Mstep: Class 15 contains 32014 members 
Mstep: Class 16 contains 9304 members 
Mstep: Class 17 contains 5244 members 
Mstep: Class 18 contains 8762 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 2565 members 
Mstep: Class 21 contains 19058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729908.000000 Penalty: 12581.587891
Iteration 86Q: 22 clusters Score -1.572991e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 149115 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6440 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 121400 members 
Mstep: Class 6 contains 7282 members 
Mstep: Class 7 contains 36067 members 
Mstep: Class 8 contains 6586 members 
Mstep: Class 9 contains 4450 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 7174 members 
Mstep: Class 12 contains 12258 members 
Mstep: Class 13 contains 22170 members 
Mstep: Class 14 contains 67290 members 
Mstep: Class 15 contains 32019 members 
Mstep: Class 16 contains 9308 members 
Mstep: Class 17 contains 5256 members 
Mstep: Class 18 contains 8815 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 2560 members 
Mstep: Class 21 contains 19149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729955.000000 Penalty: 12581.587891
Iteration 87Q: 22 clusters Score -1.572996e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 149040 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6446 members 
Mstep: Class 4 contains 2168 members 
Mstep: Class 5 contains 121419 members 
Mstep: Class 6 contains 7286 members 
Mstep: Class 7 contains 36143 members 
Mstep: Class 8 contains 6554 members 
Mstep: Class 9 contains 4472 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 7147 members 
Mstep: Class 12 contains 12261 members 
Mstep: Class 13 contains 22063 members 
Mstep: Class 14 contains 67231 members 
Mstep: Class 15 contains 32019 members 
Mstep: Class 16 contains 9320 members 
Mstep: Class 17 contains 5258 members 
Mstep: Class 18 contains 8876 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 2556 members 
Mstep: Class 21 contains 19244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729963.000000 Penalty: 12581.587891
Iteration 88Q: 22 clusters Score -1.572996e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148968 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6447 members 
Mstep: Class 4 contains 2168 members 
Mstep: Class 5 contains 121438 members 
Mstep: Class 6 contains 7292 members 
Mstep: Class 7 contains 36248 members 
Mstep: Class 8 contains 6517 members 
Mstep: Class 9 contains 4495 members 
Mstep: Class 10 contains 845 members 
Mstep: Class 11 contains 7124 members 
Mstep: Class 12 contains 12259 members 
Mstep: Class 13 contains 21940 members 
Mstep: Class 14 contains 67163 members 
Mstep: Class 15 contains 32023 members 
Mstep: Class 16 contains 9319 members 
Mstep: Class 17 contains 5263 members 
Mstep: Class 18 contains 8953 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 2553 members 
Mstep: Class 21 contains 19328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729903.000000 Penalty: 12581.587891
Iteration 89Q: 22 clusters Score -1.57299e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148886 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6453 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 121444 members 
Mstep: Class 6 contains 7297 members 
Mstep: Class 7 contains 36358 members 
Mstep: Class 8 contains 6487 members 
Mstep: Class 9 contains 4514 members 
Mstep: Class 10 contains 844 members 
Mstep: Class 11 contains 7102 members 
Mstep: Class 12 contains 12258 members 
Mstep: Class 13 contains 21808 members 
Mstep: Class 14 contains 67131 members 
Mstep: Class 15 contains 32024 members 
Mstep: Class 16 contains 9314 members 
Mstep: Class 17 contains 5268 members 
Mstep: Class 18 contains 9026 members 
Mstep: Class 19 contains 1546 members 
Mstep: Class 20 contains 2552 members 
Mstep: Class 21 contains 19408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729949.000000 Penalty: 12581.587891
Iteration 90Q: 22 clusters Score -1.572995e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148805 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6468 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 121451 members 
Mstep: Class 6 contains 7300 members 
Mstep: Class 7 contains 36465 members 
Mstep: Class 8 contains 6437 members 
Mstep: Class 9 contains 4527 members 
Mstep: Class 10 contains 845 members 
Mstep: Class 11 contains 7087 members 
Mstep: Class 12 contains 12256 members 
Mstep: Class 13 contains 21699 members 
Mstep: Class 14 contains 67092 members 
Mstep: Class 15 contains 32022 members 
Mstep: Class 16 contains 9315 members 
Mstep: Class 17 contains 5276 members 
Mstep: Class 18 contains 9094 members 
Mstep: Class 19 contains 1545 members 
Mstep: Class 20 contains 2551 members 
Mstep: Class 21 contains 19486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730002.000000 Penalty: 12581.587891
Iteration 91Q: 22 clusters Score -1.573e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148743 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6474 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 121451 members 
Mstep: Class 6 contains 7303 members 
Mstep: Class 7 contains 36564 members 
Mstep: Class 8 contains 6392 members 
Mstep: Class 9 contains 4538 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 7076 members 
Mstep: Class 12 contains 12254 members 
Mstep: Class 13 contains 21602 members 
Mstep: Class 14 contains 67046 members 
Mstep: Class 15 contains 32022 members 
Mstep: Class 16 contains 9316 members 
Mstep: Class 17 contains 5282 members 
Mstep: Class 18 contains 9166 members 
Mstep: Class 19 contains 1545 members 
Mstep: Class 20 contains 2549 members 
Mstep: Class 21 contains 19556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729971.000000 Penalty: 12581.587891
Iteration 92Q: 22 clusters Score -1.572997e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148697 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6476 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 121435 members 
Mstep: Class 6 contains 7307 members 
Mstep: Class 7 contains 36658 members 
Mstep: Class 8 contains 6366 members 
Mstep: Class 9 contains 4546 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 7060 members 
Mstep: Class 12 contains 12253 members 
Mstep: Class 13 contains 21502 members 
Mstep: Class 14 contains 66991 members 
Mstep: Class 15 contains 32026 members 
Mstep: Class 16 contains 9321 members 
Mstep: Class 17 contains 5284 members 
Mstep: Class 18 contains 9253 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 2544 members 
Mstep: Class 21 contains 19618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729960.000000 Penalty: 12581.587891
Iteration 93Q: 22 clusters Score -1.572996e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148660 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6482 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 121433 members 
Mstep: Class 6 contains 7308 members 
Mstep: Class 7 contains 36789 members 
Mstep: Class 8 contains 6318 members 
Mstep: Class 9 contains 4552 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 7051 members 
Mstep: Class 12 contains 12247 members 
Mstep: Class 13 contains 21387 members 
Mstep: Class 14 contains 66943 members 
Mstep: Class 15 contains 32032 members 
Mstep: Class 16 contains 9326 members 
Mstep: Class 17 contains 5287 members 
Mstep: Class 18 contains 9324 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 19665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730034.000000 Penalty: 12581.587891
Iteration 94Q: 22 clusters Score -1.573003e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148629 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6487 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 121426 members 
Mstep: Class 6 contains 7306 members 
Mstep: Class 7 contains 36948 members 
Mstep: Class 8 contains 6259 members 
Mstep: Class 9 contains 4552 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 7042 members 
Mstep: Class 12 contains 12244 members 
Mstep: Class 13 contains 21268 members 
Mstep: Class 14 contains 66898 members 
Mstep: Class 15 contains 32036 members 
Mstep: Class 16 contains 9326 members 
Mstep: Class 17 contains 5289 members 
Mstep: Class 18 contains 9384 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 19712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730007.000000 Penalty: 12581.587891
Iteration 95Q: 22 clusters Score -1.573001e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148593 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6488 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 121425 members 
Mstep: Class 6 contains 7312 members 
Mstep: Class 7 contains 37110 members 
Mstep: Class 8 contains 6206 members 
Mstep: Class 9 contains 4557 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 7037 members 
Mstep: Class 12 contains 12239 members 
Mstep: Class 13 contains 21149 members 
Mstep: Class 14 contains 66853 members 
Mstep: Class 15 contains 32037 members 
Mstep: Class 16 contains 9328 members 
Mstep: Class 17 contains 5296 members 
Mstep: Class 18 contains 9427 members 
Mstep: Class 19 contains 1545 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 19753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730055.000000 Penalty: 12581.587891
Iteration 96Q: 22 clusters Score -1.573006e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148554 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6488 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 121429 members 
Mstep: Class 6 contains 7318 members 
Mstep: Class 7 contains 37275 members 
Mstep: Class 8 contains 6148 members 
Mstep: Class 9 contains 4561 members 
Mstep: Class 10 contains 837 members 
Mstep: Class 11 contains 7027 members 
Mstep: Class 12 contains 12227 members 
Mstep: Class 13 contains 21043 members 
Mstep: Class 14 contains 66816 members 
Mstep: Class 15 contains 32039 members 
Mstep: Class 16 contains 9327 members 
Mstep: Class 17 contains 5300 members 
Mstep: Class 18 contains 9473 members 
Mstep: Class 19 contains 1546 members 
Mstep: Class 20 contains 2523 members 
Mstep: Class 21 contains 19793 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 22 clusters Score -1.573007e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148512 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6492 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 121430 members 
Mstep: Class 6 contains 7323 members 
Mstep: Class 7 contains 37429 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 4567 members 
Mstep: Class 10 contains 835 members 
Mstep: Class 11 contains 7015 members 
Mstep: Class 12 contains 12216 members 
Mstep: Class 13 contains 20933 members 
Mstep: Class 14 contains 66758 members 
Mstep: Class 15 contains 32042 members 
Mstep: Class 16 contains 9330 members 
Mstep: Class 17 contains 5304 members 
Mstep: Class 18 contains 9532 members 
Mstep: Class 19 contains 1545 members 
Mstep: Class 20 contains 2521 members 
Mstep: Class 21 contains 19839 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 22 clusters Score -1.573009e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148490 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6493 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 121438 members 
Mstep: Class 6 contains 7325 members 
Mstep: Class 7 contains 37592 members 
Mstep: Class 8 contains 6058 members 
Mstep: Class 9 contains 4573 members 
Mstep: Class 10 contains 835 members 
Mstep: Class 11 contains 7002 members 
Mstep: Class 12 contains 12192 members 
Mstep: Class 13 contains 20813 members 
Mstep: Class 14 contains 66696 members 
Mstep: Class 15 contains 32042 members 
Mstep: Class 16 contains 9329 members 
Mstep: Class 17 contains 5301 members 
Mstep: Class 18 contains 9604 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 2525 members 
Mstep: Class 21 contains 19875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730170.000000 Penalty: 12581.587891
Iteration 99Q: 22 clusters Score -1.573017e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148465 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 6493 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 121448 members 
Mstep: Class 6 contains 7332 members 
Mstep: Class 7 contains 37733 members 
Mstep: Class 8 contains 6023 members 
Mstep: Class 9 contains 4582 members 
Mstep: Class 10 contains 835 members 
Mstep: Class 11 contains 6990 members 
Mstep: Class 12 contains 12168 members 
Mstep: Class 13 contains 20699 members 
Mstep: Class 14 contains 66613 members 
Mstep: Class 15 contains 32043 members 
Mstep: Class 16 contains 9325 members 
Mstep: Class 17 contains 5304 members 
Mstep: Class 18 contains 9699 members 
Mstep: Class 19 contains 1544 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 19902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730176.000000 Penalty: 12581.587891
Iteration 100F: 22 clusters Score -1.573018e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148436 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 6494 members 
Mstep: Class 4 contains 2162 members 
Mstep: Class 5 contains 121450 members 
Mstep: Class 6 contains 7332 members 
Mstep: Class 7 contains 37880 members 
Mstep: Class 8 contains 5980 members 
Mstep: Class 9 contains 4590 members 
Mstep: Class 10 contains 836 members 
Mstep: Class 11 contains 6982 members 
Mstep: Class 12 contains 12143 members 
Mstep: Class 13 contains 20569 members 
Mstep: Class 14 contains 66538 members 
Mstep: Class 15 contains 32043 members 
Mstep: Class 16 contains 9321 members 
Mstep: Class 17 contains 5311 members 
Mstep: Class 18 contains 9811 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 19937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730244.000000 Penalty: 12581.587891
Iteration 101Q: 22 clusters Score -1.573024e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148420 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 6493 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 121460 members 
Mstep: Class 6 contains 7339 members 
Mstep: Class 7 contains 38006 members 
Mstep: Class 8 contains 5914 members 
Mstep: Class 9 contains 4608 members 
Mstep: Class 10 contains 837 members 
Mstep: Class 11 contains 6961 members 
Mstep: Class 12 contains 12126 members 
Mstep: Class 13 contains 20469 members 
Mstep: Class 14 contains 66465 members 
Mstep: Class 15 contains 32045 members 
Mstep: Class 16 contains 9320 members 
Mstep: Class 17 contains 5314 members 
Mstep: Class 18 contains 9906 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 2525 members 
Mstep: Class 21 contains 19977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730273.000000 Penalty: 12581.587891
Iteration 102Q: 22 clusters Score -1.573027e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148397 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 6490 members 
Mstep: Class 4 contains 2162 members 
Mstep: Class 5 contains 121482 members 
Mstep: Class 6 contains 7345 members 
Mstep: Class 7 contains 38126 members 
Mstep: Class 8 contains 5837 members 
Mstep: Class 9 contains 4629 members 
Mstep: Class 10 contains 838 members 
Mstep: Class 11 contains 6935 members 
Mstep: Class 12 contains 12116 members 
Mstep: Class 13 contains 20373 members 
Mstep: Class 14 contains 66409 members 
Mstep: Class 15 contains 32047 members 
Mstep: Class 16 contains 9320 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 9991 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 20011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730268.000000 Penalty: 12581.587891
Iteration 103Q: 22 clusters Score -1.573027e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148369 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 6486 members 
Mstep: Class 4 contains 2162 members 
Mstep: Class 5 contains 121481 members 
Mstep: Class 6 contains 7353 members 
Mstep: Class 7 contains 38252 members 
Mstep: Class 8 contains 5760 members 
Mstep: Class 9 contains 4652 members 
Mstep: Class 10 contains 838 members 
Mstep: Class 11 contains 6907 members 
Mstep: Class 12 contains 12104 members 
Mstep: Class 13 contains 20283 members 
Mstep: Class 14 contains 66360 members 
Mstep: Class 15 contains 32046 members 
Mstep: Class 16 contains 9313 members 
Mstep: Class 17 contains 5327 members 
Mstep: Class 18 contains 10093 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 20042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730300.000000 Penalty: 12581.587891
Iteration 104Q: 22 clusters Score -1.57303e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148346 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6487 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 121497 members 
Mstep: Class 6 contains 7358 members 
Mstep: Class 7 contains 38375 members 
Mstep: Class 8 contains 5699 members 
Mstep: Class 9 contains 4665 members 
Mstep: Class 10 contains 838 members 
Mstep: Class 11 contains 6883 members 
Mstep: Class 12 contains 12099 members 
Mstep: Class 13 contains 20184 members 
Mstep: Class 14 contains 66302 members 
Mstep: Class 15 contains 32051 members 
Mstep: Class 16 contains 9302 members 
Mstep: Class 17 contains 5327 members 
Mstep: Class 18 contains 10185 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 20070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730359.000000 Penalty: 12581.587891
Iteration 105Q: 22 clusters Score -1.573036e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148329 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6486 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 121527 members 
Mstep: Class 6 contains 7363 members 
Mstep: Class 7 contains 38483 members 
Mstep: Class 8 contains 5646 members 
Mstep: Class 9 contains 4677 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 6860 members 
Mstep: Class 12 contains 12095 members 
Mstep: Class 13 contains 20090 members 
Mstep: Class 14 contains 66248 members 
Mstep: Class 15 contains 32055 members 
Mstep: Class 16 contains 9293 members 
Mstep: Class 17 contains 5324 members 
Mstep: Class 18 contains 10268 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 20086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730389.000000 Penalty: 12581.587891
Iteration 106Q: 22 clusters Score -1.573039e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148308 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6482 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 121577 members 
Mstep: Class 6 contains 7367 members 
Mstep: Class 7 contains 38588 members 
Mstep: Class 8 contains 5610 members 
Mstep: Class 9 contains 4692 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 6835 members 
Mstep: Class 12 contains 12091 members 
Mstep: Class 13 contains 20005 members 
Mstep: Class 14 contains 66186 members 
Mstep: Class 15 contains 32054 members 
Mstep: Class 16 contains 9287 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 10328 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 20098 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 22 clusters Score -1.573046e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148293 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6483 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 121619 members 
Mstep: Class 6 contains 7370 members 
Mstep: Class 7 contains 38716 members 
Mstep: Class 8 contains 5588 members 
Mstep: Class 9 contains 4695 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 6821 members 
Mstep: Class 12 contains 12088 members 
Mstep: Class 13 contains 19906 members 
Mstep: Class 14 contains 66110 members 
Mstep: Class 15 contains 32055 members 
Mstep: Class 16 contains 9282 members 
Mstep: Class 17 contains 5316 members 
Mstep: Class 18 contains 10381 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 20105 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 22 clusters Score -1.573048e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148278 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6486 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 121634 members 
Mstep: Class 6 contains 7374 members 
Mstep: Class 7 contains 38826 members 
Mstep: Class 8 contains 5583 members 
Mstep: Class 9 contains 4697 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 6809 members 
Mstep: Class 12 contains 12083 members 
Mstep: Class 13 contains 19809 members 
Mstep: Class 14 contains 66046 members 
Mstep: Class 15 contains 32053 members 
Mstep: Class 16 contains 9280 members 
Mstep: Class 17 contains 5316 members 
Mstep: Class 18 contains 10439 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 2517 members 
Mstep: Class 21 contains 20116 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 109Q: 22 clusters Score -1.57305e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148263 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6487 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 121660 members 
Mstep: Class 6 contains 7377 members 
Mstep: Class 7 contains 38933 members 
Mstep: Class 8 contains 5558 members 
Mstep: Class 9 contains 4698 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 6804 members 
Mstep: Class 12 contains 12086 members 
Mstep: Class 13 contains 19702 members 
Mstep: Class 14 contains 65984 members 
Mstep: Class 15 contains 32054 members 
Mstep: Class 16 contains 9277 members 
Mstep: Class 17 contains 5316 members 
Mstep: Class 18 contains 10495 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 2518 members 
Mstep: Class 21 contains 20135 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 110Q: 22 clusters Score -1.573054e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148240 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6489 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 121683 members 
Mstep: Class 6 contains 7380 members 
Mstep: Class 7 contains 39054 members 
Mstep: Class 8 contains 5524 members 
Mstep: Class 9 contains 4704 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 6792 members 
Mstep: Class 12 contains 12085 members 
Mstep: Class 13 contains 19574 members 
Mstep: Class 14 contains 65925 members 
Mstep: Class 15 contains 32052 members 
Mstep: Class 16 contains 9276 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 10572 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 2519 members 
Mstep: Class 21 contains 20167 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 22 clusters Score -1.573055e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148224 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6490 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 121705 members 
Mstep: Class 6 contains 7387 members 
Mstep: Class 7 contains 39165 members 
Mstep: Class 8 contains 5496 members 
Mstep: Class 9 contains 4711 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 6778 members 
Mstep: Class 12 contains 12082 members 
Mstep: Class 13 contains 19456 members 
Mstep: Class 14 contains 65878 members 
Mstep: Class 15 contains 32054 members 
Mstep: Class 16 contains 9277 members 
Mstep: Class 17 contains 5311 members 
Mstep: Class 18 contains 10625 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 2520 members 
Mstep: Class 21 contains 20188 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 22 clusters Score -1.57306e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148207 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6492 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 121741 members 
Mstep: Class 6 contains 7392 members 
Mstep: Class 7 contains 39254 members 
Mstep: Class 8 contains 5496 members 
Mstep: Class 9 contains 4718 members 
Mstep: Class 10 contains 843 members 
Mstep: Class 11 contains 6759 members 
Mstep: Class 12 contains 12076 members 
Mstep: Class 13 contains 19350 members 
Mstep: Class 14 contains 65824 members 
Mstep: Class 15 contains 32056 members 
Mstep: Class 16 contains 9276 members 
Mstep: Class 17 contains 5310 members 
Mstep: Class 18 contains 10676 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 2522 members 
Mstep: Class 21 contains 20197 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 113Q: 22 clusters Score -1.573058e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148187 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 121775 members 
Mstep: Class 6 contains 7401 members 
Mstep: Class 7 contains 39346 members 
Mstep: Class 8 contains 5488 members 
Mstep: Class 9 contains 4728 members 
Mstep: Class 10 contains 842 members 
Mstep: Class 11 contains 6739 members 
Mstep: Class 12 contains 12069 members 
Mstep: Class 13 contains 19250 members 
Mstep: Class 14 contains 65755 members 
Mstep: Class 15 contains 32059 members 
Mstep: Class 16 contains 9276 members 
Mstep: Class 17 contains 5307 members 
Mstep: Class 18 contains 10725 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 2526 members 
Mstep: Class 21 contains 20220 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 22 clusters Score -1.573064e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148172 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 121805 members 
Mstep: Class 6 contains 7407 members 
Mstep: Class 7 contains 39440 members 
Mstep: Class 8 contains 5469 members 
Mstep: Class 9 contains 4733 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 6722 members 
Mstep: Class 12 contains 12065 members 
Mstep: Class 13 contains 19155 members 
Mstep: Class 14 contains 65700 members 
Mstep: Class 15 contains 32060 members 
Mstep: Class 16 contains 9273 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 18 contains 10778 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 2527 members 
Mstep: Class 21 contains 20241 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 22 clusters Score -1.573064e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148155 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 121849 members 
Mstep: Class 6 contains 7418 members 
Mstep: Class 7 contains 39541 members 
Mstep: Class 8 contains 5445 members 
Mstep: Class 9 contains 4737 members 
Mstep: Class 10 contains 841 members 
Mstep: Class 11 contains 6713 members 
Mstep: Class 12 contains 12063 members 
Mstep: Class 13 contains 19050 members 
Mstep: Class 14 contains 65642 members 
Mstep: Class 15 contains 32060 members 
Mstep: Class 16 contains 9267 members 
Mstep: Class 17 contains 5301 members 
Mstep: Class 18 contains 10821 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 2529 members 
Mstep: Class 21 contains 20260 members 
Entering Unmasked Estep 
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Iteration 116Q: 22 clusters Score -1.573063e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148142 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6495 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 121898 members 
Mstep: Class 6 contains 7426 members 
Mstep: Class 7 contains 39630 members 
Mstep: Class 8 contains 5431 members 
Mstep: Class 9 contains 4745 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 6704 members 
Mstep: Class 12 contains 12062 members 
Mstep: Class 13 contains 18955 members 
Mstep: Class 14 contains 65579 members 
Mstep: Class 15 contains 32059 members 
Mstep: Class 16 contains 9265 members 
Mstep: Class 17 contains 5302 members 
Mstep: Class 18 contains 10851 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 20273 members 
Entering Unmasked Estep 
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Iteration 117Q: 22 clusters Score -1.573064e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148124 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6497 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 121939 members 
Mstep: Class 6 contains 7435 members 
Mstep: Class 7 contains 39720 members 
Mstep: Class 8 contains 5428 members 
Mstep: Class 9 contains 4753 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 6688 members 
Mstep: Class 12 contains 12063 members 
Mstep: Class 13 contains 18859 members 
Mstep: Class 14 contains 65518 members 
Mstep: Class 15 contains 32060 members 
Mstep: Class 16 contains 9261 members 
Mstep: Class 17 contains 5299 members 
Mstep: Class 18 contains 10882 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 20290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730671.000000 Penalty: 12581.587891
Iteration 118Q: 22 clusters Score -1.573067e+07 nChanged 290
Entering ConstructFrom: 
Score: -15730671.000000 Penalty: 12581.587891
Entering ConstructFrom: 
Trying to split cluster 1 (148097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148097 members 
Entering Unmasked Estep 
Score: -4919583.500000 Penalty: 541.705811
	Iteration 0F: 2 clusters Score -4919584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74018 members 
Mstep: Class 2 contains 74079 members 
Entering Unmasked Estep 
Score: -4819094.000000 Penalty: 1083.411621
	Iteration 0F: 3 clusters Score -4819094 nChanged 72846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70090 members 
Mstep: Class 2 contains 78007 members 
Entering Unmasked Estep 
Score: -4864156.500000 Penalty: 1083.411621
	Iteration 1F: 3 clusters Score -4864156 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67713 members 
Mstep: Class 2 contains 80384 members 
Entering Unmasked Estep 
Score: -4867319.500000 Penalty: 1083.411621
	Iteration 2Q: 3 clusters Score -4867320 nChanged 7986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64659 members 
Mstep: Class 2 contains 83438 members 
Entering Unmasked Estep 
Score: -4872141.000000 Penalty: 1083.411621
	Iteration 3F: 3 clusters Score -4872141 nChanged 8890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 86722 members 
Entering Unmasked Estep 
Score: -4879103.500000 Penalty: 1083.411621
	Iteration 4F: 3 clusters Score -4879104 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58660 members 
Mstep: Class 2 contains 89437 members 
Entering Unmasked Estep 
Score: -4886678.500000 Penalty: 1083.411621
	Iteration 5F: 3 clusters Score -4886678 nChanged 8224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56670 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -4891512.500000 Penalty: 1083.411621
	Iteration 6F: 3 clusters Score -4891512 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55011 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -4893268.000000 Penalty: 1083.411621
	Iteration 7Q: 3 clusters Score -4893268 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53350 members 
Mstep: Class 2 contains 94747 members 
Entering Unmasked Estep 
Score: -4893930.500000 Penalty: 1083.411621
	Iteration 8Q: 3 clusters Score -4893930 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 96522 members 
Entering Unmasked Estep 
Score: -4894375.500000 Penalty: 1083.411621
	Iteration 9Q: 3 clusters Score -4894376 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49623 members 
Mstep: Class 2 contains 98474 members 
Entering Unmasked Estep 
Score: -4894812.000000 Penalty: 1083.411621
	Iteration 10Q: 3 clusters Score -4894812 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47511 members 
Mstep: Class 2 contains 100586 members 
Entering Unmasked Estep 
Score: -4895324.500000 Penalty: 1083.411621
	Iteration 11Q: 3 clusters Score -4895324 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 102867 members 
Entering Unmasked Estep 
Score: -4895881.500000 Penalty: 1083.411621
	Iteration 12Q: 3 clusters Score -4895882 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42801 members 
Mstep: Class 2 contains 105296 members 
Entering Unmasked Estep 
Score: -4896447.000000 Penalty: 1083.411621
	Iteration 13Q: 3 clusters Score -4896447 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 107901 members 
Entering Unmasked Estep 
Score: -4897201.500000 Penalty: 1083.411621
	Iteration 14Q: 3 clusters Score -4897202 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 110650 members 
Entering Unmasked Estep 
Score: -4897990.000000 Penalty: 1083.411621
	Iteration 15Q: 3 clusters Score -4897990 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 113585 members 
Entering Unmasked Estep 
Score: -4898907.000000 Penalty: 1083.411621
	Iteration 16Q: 3 clusters Score -4898907 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 116778 members 
Entering Unmasked Estep 
Score: -4900119.000000 Penalty: 1083.411621
	Iteration 17Q: 3 clusters Score -4900119 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 120232 members 
Entering Unmasked Estep 
Score: -4901490.500000 Penalty: 1083.411621
	Iteration 18Q: 3 clusters Score -4901490 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 123842 members 
Entering Unmasked Estep 
Score: -4903119.500000 Penalty: 1083.411621
	Iteration 19Q: 3 clusters Score -4903120 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 127545 members 
Entering Unmasked Estep 
Score: -4905011.000000 Penalty: 1083.411621
	Iteration 20F: 3 clusters Score -4905011 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 131293 members 
Entering Unmasked Estep 
Score: -4907158.000000 Penalty: 1083.411621
	Iteration 21Q: 3 clusters Score -4907158 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 134962 members 
Entering Unmasked Estep 
Score: -4909422.000000 Penalty: 1083.411621
	Iteration 22Q: 3 clusters Score -4909422 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 138455 members 
Entering Unmasked Estep 
Score: -4911822.500000 Penalty: 1083.411621
	Iteration 23Q: 3 clusters Score -4911822 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 141415 members 
Entering Unmasked Estep 
Score: -4913989.500000 Penalty: 1083.411621
	Iteration 24Q: 3 clusters Score -4913990 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 143841 members 
Entering Unmasked Estep 
Score: -4915869.500000 Penalty: 1083.411621
	Iteration 25Q: 3 clusters Score -4915870 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 145653 members 
Entering Unmasked Estep 
Score: -4917224.000000 Penalty: 1083.411621
	Iteration 26Q: 3 clusters Score -4917224 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 146834 members 
Entering Unmasked Estep 
Score: -4918140.500000 Penalty: 1083.411621
	Iteration 27Q: 3 clusters Score -4918140 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 147505 members 
Entering Unmasked Estep 
Score: -4918661.000000 Penalty: 1083.411621
	Iteration 28Q: 3 clusters Score -4918661 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 147806 members 
Entering Unmasked Estep 
Score: -4918908.000000 Penalty: 1083.411621
	Iteration 29Q: 3 clusters Score -4918908 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147927 members 
Entering Unmasked Estep 
Score: -4919001.000000 Penalty: 1083.411621
	Iteration 30Q: 3 clusters Score -4919001 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 147985 members 
Entering Unmasked Estep 
Score: -4919050.500000 Penalty: 1083.411621
	Iteration 31Q: 3 clusters Score -4919050 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 148003 members 
Entering Unmasked Estep 
Score: -4919066.500000 Penalty: 1083.411621
	Iteration 32Q: 3 clusters Score -4919066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 148015 members 
Entering Unmasked Estep 
Score: -4919075.500000 Penalty: 1083.411621
	Iteration 33Q: 3 clusters Score -4919076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 148021 members 
Entering Unmasked Estep 
Score: -4919085.000000 Penalty: 1083.411621
	Iteration 34Q: 3 clusters Score -4919085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 148024 members 
Entering Unmasked Estep 
Score: -4919091.000000 Penalty: 1083.411621
	Iteration 35Q: 3 clusters Score -4919091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 148025 members 
Entering Unmasked Estep 
Score: -4919091.500000 Penalty: 1083.411621
	Iteration 36Q: 3 clusters Score -4919092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 148026 members 
Entering Unmasked Estep 
Score: -4919097.500000 Penalty: 1083.411621
	Iteration 37Q: 3 clusters Score -4919098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 148029 members 
Entering Unmasked Estep 
Score: -4919100.000000 Penalty: 1083.411621
	Iteration 38Q: 3 clusters Score -4919100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 148029 members 
Entering Unmasked Estep 
Score: -4919103.500000 Penalty: 1083.411621
	Iteration 39Q: 3 clusters Score -4919104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 148028 members 
Entering Unmasked Estep 
Score: -4919101.000000 Penalty: 1083.411621
	Iteration 40F: 3 clusters Score -4919101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -37296.656250 Penalty: 321.095184
	Iteration 0F: 2 clusters Score -37296.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -36382.902344 Penalty: 642.190369
	Iteration 0F: 3 clusters Score -36382.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -36647.484375 Penalty: 642.190369
	Iteration 1F: 3 clusters Score -36647.48 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -36686.207031 Penalty: 642.190369
	Iteration 2F: 3 clusters Score -36686.21 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -36710.355469 Penalty: 642.190369
	Iteration 3Q: 3 clusters Score -36710.36 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -36736.496094 Penalty: 642.190369
	Iteration 4Q: 3 clusters Score -36736.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -36760.042969 Penalty: 642.190369
	Iteration 5Q: 3 clusters Score -36760.04 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -36787.128906 Penalty: 642.190369
	Iteration 6Q: 3 clusters Score -36787.13 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -36815.746094 Penalty: 642.190369
	Iteration 7Q: 3 clusters Score -36815.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -36838.906250 Penalty: 642.190369
	Iteration 8Q: 3 clusters Score -36838.91 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -36860.003906 Penalty: 642.190369
	Iteration 9Q: 3 clusters Score -36860 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -36880.269531 Penalty: 642.190369
	Iteration 10Q: 3 clusters Score -36880.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -36903.593750 Penalty: 642.190369
	Iteration 11Q: 3 clusters Score -36903.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -36919.914062 Penalty: 642.190369
	Iteration 12Q: 3 clusters Score -36919.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -36935.925781 Penalty: 642.190369
	Iteration 13Q: 3 clusters Score -36935.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -36941.523438 Penalty: 642.190369
	Iteration 14Q: 3 clusters Score -36941.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -36952.882812 Penalty: 642.190369
	Iteration 15Q: 3 clusters Score -36952.88 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -36966.957031 Penalty: 642.190369
	Iteration 16Q: 3 clusters Score -36966.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -36981.628906 Penalty: 642.190369
	Iteration 17Q: 3 clusters Score -36981.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -36994.304688 Penalty: 642.190369
	Iteration 18Q: 3 clusters Score -36994.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -37000.742188 Penalty: 642.190369
	Iteration 19Q: 3 clusters Score -37000.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -37005.511719 Penalty: 642.190369
	Iteration 20F: 3 clusters Score -37005.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -37010.507812 Penalty: 642.190369
	Iteration 21Q: 3 clusters Score -37010.51 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -37016.160156 Penalty: 642.190369
	Iteration 22Q: 3 clusters Score -37016.16 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -37023.691406 Penalty: 642.190369
	Iteration 23Q: 3 clusters Score -37023.69 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -37030.269531 Penalty: 642.190369
	Iteration 24Q: 3 clusters Score -37030.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37034.648438 Penalty: 642.190369
	Iteration 25Q: 3 clusters Score -37034.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -37038.640625 Penalty: 642.190369
	Iteration 26Q: 3 clusters Score -37038.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -37041.199219 Penalty: 642.190369
	Iteration 27Q: 3 clusters Score -37041.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -37045.101562 Penalty: 642.190369
	Iteration 28Q: 3 clusters Score -37045.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -37048.214844 Penalty: 642.190369
	Iteration 29Q: 3 clusters Score -37048.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -37052.726562 Penalty: 642.190369
	Iteration 30Q: 3 clusters Score -37052.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -37057.011719 Penalty: 642.190369
	Iteration 31Q: 3 clusters Score -37057.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -37060.496094 Penalty: 642.190369
	Iteration 32Q: 3 clusters Score -37060.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -37061.824219 Penalty: 642.190369
	Iteration 33Q: 3 clusters Score -37061.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37061.964844 Penalty: 642.190369
	Iteration 34Q: 3 clusters Score -37061.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -37061.964844 Penalty: 642.190369
	Iteration 35F: 3 clusters Score -37061.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Entering Unmasked Estep 
Score: -192939.578125 Penalty: 399.497833
	Iteration 0F: 2 clusters Score -192939.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -188516.765625 Penalty: 798.995667
	Iteration 0F: 3 clusters Score -188516.8 nChanged 2987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -190393.109375 Penalty: 798.995667
	Iteration 1F: 3 clusters Score -190393.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -190653.281250 Penalty: 798.995667
	Iteration 2F: 3 clusters Score -190653.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -190927.671875 Penalty: 798.995667
	Iteration 3F: 3 clusters Score -190927.7 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -191214.015625 Penalty: 798.995667
	Iteration 4F: 3 clusters Score -191214 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -191437.859375 Penalty: 798.995667
	Iteration 5F: 3 clusters Score -191437.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -191613.046875 Penalty: 798.995667
	Iteration 6Q: 3 clusters Score -191613 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -191747.984375 Penalty: 798.995667
	Iteration 7Q: 3 clusters Score -191748 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -191880.734375 Penalty: 798.995667
	Iteration 8Q: 3 clusters Score -191880.7 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -192025.625000 Penalty: 798.995667
	Iteration 9Q: 3 clusters Score -192025.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -192166.484375 Penalty: 798.995667
	Iteration 10Q: 3 clusters Score -192166.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -192272.625000 Penalty: 798.995667
	Iteration 11Q: 3 clusters Score -192272.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -192354.109375 Penalty: 798.995667
	Iteration 12Q: 3 clusters Score -192354.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -192413.609375 Penalty: 798.995667
	Iteration 13Q: 3 clusters Score -192413.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -192439.953125 Penalty: 798.995667
	Iteration 14Q: 3 clusters Score -192440 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -192458.250000 Penalty: 798.995667
	Iteration 15Q: 3 clusters Score -192458.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -192466.015625 Penalty: 798.995667
	Iteration 16Q: 3 clusters Score -192466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -192470.046875 Penalty: 798.995667
	Iteration 17Q: 3 clusters Score -192470 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -192474.093750 Penalty: 798.995667
	Iteration 18Q: 3 clusters Score -192474.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -192478.390625 Penalty: 798.995667
	Iteration 19Q: 3 clusters Score -192478.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -192482.000000 Penalty: 798.995667
	Iteration 20F: 3 clusters Score -192482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -192485.093750 Penalty: 798.995667
	Iteration 21Q: 3 clusters Score -192485.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -192487.015625 Penalty: 798.995667
	Iteration 22Q: 3 clusters Score -192487 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -192488.218750 Penalty: 798.995667
	Iteration 23Q: 3 clusters Score -192488.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -192490.062500 Penalty: 798.995667
	Iteration 24Q: 3 clusters Score -192490.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -192491.593750 Penalty: 798.995667
	Iteration 25Q: 3 clusters Score -192491.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -192493.078125 Penalty: 798.995667
	Iteration 26Q: 3 clusters Score -192493.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -192496.468750 Penalty: 798.995667
	Iteration 27Q: 3 clusters Score -192496.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -192500.640625 Penalty: 798.995667
	Iteration 28Q: 3 clusters Score -192500.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -192502.468750 Penalty: 798.995667
	Iteration 29Q: 3 clusters Score -192502.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -192504.531250 Penalty: 798.995667
	Iteration 30Q: 3 clusters Score -192504.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -192505.796875 Penalty: 798.995667
	Iteration 31Q: 3 clusters Score -192505.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -192506.609375 Penalty: 798.995667
	Iteration 32Q: 3 clusters Score -192506.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -192507.093750 Penalty: 798.995667
	Iteration 33Q: 3 clusters Score -192507.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -192508.656250 Penalty: 798.995667
	Iteration 34Q: 3 clusters Score -192508.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -192509.218750 Penalty: 798.995667
	Iteration 35Q: 3 clusters Score -192509.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -192510.578125 Penalty: 798.995667
	Iteration 36Q: 3 clusters Score -192510.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -192511.468750 Penalty: 798.995667
	Iteration 37Q: 3 clusters Score -192511.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -192511.875000 Penalty: 798.995667
	Iteration 38Q: 3 clusters Score -192511.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -192512.468750 Penalty: 798.995667
	Iteration 39Q: 3 clusters Score -192512.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -192513.828125 Penalty: 798.995667
	Iteration 40F: 3 clusters Score -192513.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -192513.937500 Penalty: 798.995667
	Iteration 41Q: 3 clusters Score -192513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -192514.140625 Penalty: 798.995667
	Iteration 42Q: 3 clusters Score -192514.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -192514.000000 Penalty: 798.995667
	Iteration 43Q: 3 clusters Score -192514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -192514.203125 Penalty: 798.995667
	Iteration 44Q: 3 clusters Score -192514.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -192514.718750 Penalty: 798.995667
	Iteration 45Q: 3 clusters Score -192514.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -192514.890625 Penalty: 798.995667
	Iteration 46Q: 3 clusters Score -192514.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -192515.000000 Penalty: 798.995667
	Iteration 47Q: 3 clusters Score -192515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -192515.046875 Penalty: 798.995667
	Iteration 48Q: 3 clusters Score -192515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -192515.296875 Penalty: 798.995667
	Iteration 49Q: 3 clusters Score -192515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -192515.406250 Penalty: 798.995667
	Iteration 50Q: 3 clusters Score -192515.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -192515.750000 Penalty: 798.995667
	Iteration 51Q: 3 clusters Score -192515.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -192515.937500 Penalty: 798.995667
	Iteration 52Q: 3 clusters Score -192515.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -192516.703125 Penalty: 798.995667
	Iteration 53Q: 3 clusters Score -192516.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -192518.046875 Penalty: 798.995667
	Iteration 54Q: 3 clusters Score -192518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -192520.343750 Penalty: 798.995667
	Iteration 55Q: 3 clusters Score -192520.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -192521.531250 Penalty: 798.995667
	Iteration 56Q: 3 clusters Score -192521.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -192523.296875 Penalty: 798.995667
	Iteration 57Q: 3 clusters Score -192523.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -192525.453125 Penalty: 798.995667
	Iteration 58Q: 3 clusters Score -192525.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -192526.015625 Penalty: 798.995667
	Iteration 59Q: 3 clusters Score -192526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -192527.171875 Penalty: 798.995667
	Iteration 60F: 3 clusters Score -192527.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -192528.281250 Penalty: 798.995667
	Iteration 61Q: 3 clusters Score -192528.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -192528.437500 Penalty: 798.995667
	Iteration 62Q: 3 clusters Score -192528.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -192528.750000 Penalty: 798.995667
	Iteration 63Q: 3 clusters Score -192528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -192528.687500 Penalty: 798.995667
	Iteration 64Q: 3 clusters Score -192528.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -192528.687500 Penalty: 798.995667
	Iteration 65F: 3 clusters Score -192528.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Entering Unmasked Estep 
Score: -68405.359375 Penalty: 349.384918
	Iteration 0F: 2 clusters Score -68405.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -66860.656250 Penalty: 698.769836
	Iteration 0F: 3 clusters Score -66860.66 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -67373.195312 Penalty: 698.769836
	Iteration 1F: 3 clusters Score -67373.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -67442.765625 Penalty: 698.769836
	Iteration 2F: 3 clusters Score -67442.77 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -67501.078125 Penalty: 698.769836
	Iteration 3F: 3 clusters Score -67501.08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -67577.367188 Penalty: 698.769836
	Iteration 4F: 3 clusters Score -67577.37 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -67657.210938 Penalty: 698.769836
	Iteration 5F: 3 clusters Score -67657.21 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -67756.468750 Penalty: 698.769836
	Iteration 6F: 3 clusters Score -67756.47 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -67819.375000 Penalty: 698.769836
	Iteration 7Q: 3 clusters Score -67819.38 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -67862.320312 Penalty: 698.769836
	Iteration 8Q: 3 clusters Score -67862.32 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -67895.406250 Penalty: 698.769836
	Iteration 9Q: 3 clusters Score -67895.41 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -67914.890625 Penalty: 698.769836
	Iteration 10Q: 3 clusters Score -67914.89 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -67921.304688 Penalty: 698.769836
	Iteration 11Q: 3 clusters Score -67921.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -67923.898438 Penalty: 698.769836
	Iteration 12Q: 3 clusters Score -67923.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -67926.031250 Penalty: 698.769836
	Iteration 13Q: 3 clusters Score -67926.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -67927.796875 Penalty: 698.769836
	Iteration 14Q: 3 clusters Score -67927.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -67928.335938 Penalty: 698.769836
	Iteration 15Q: 3 clusters Score -67928.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -67928.617188 Penalty: 698.769836
	Iteration 16Q: 3 clusters Score -67928.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -67929.273438 Penalty: 698.769836
	Iteration 17Q: 3 clusters Score -67929.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -67929.625000 Penalty: 698.769836
	Iteration 18Q: 3 clusters Score -67929.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -67929.812500 Penalty: 698.769836
	Iteration 19Q: 3 clusters Score -67929.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -67930.093750 Penalty: 698.769836
	Iteration 20F: 3 clusters Score -67930.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -67930.101562 Penalty: 698.769836
	Iteration 21Q: 3 clusters Score -67930.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -67930.101562 Penalty: 698.769836
	Iteration 22F: 3 clusters Score -67930.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (121972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121972 members 
Entering Unmasked Estep 
Score: -4009931.250000 Penalty: 532.875366
	Iteration 0F: 2 clusters Score -4009931 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61146 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -3927652.750000 Penalty: 1065.750732
	Iteration 0F: 3 clusters Score -3927653 nChanged 59611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62777 members 
Mstep: Class 2 contains 59195 members 
Entering Unmasked Estep 
Score: -3965624.500000 Penalty: 1065.750732
	Iteration 1F: 3 clusters Score -3965624 nChanged 5773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63586 members 
Mstep: Class 2 contains 58386 members 
Entering Unmasked Estep 
Score: -3968135.500000 Penalty: 1065.750732
	Iteration 2Q: 3 clusters Score -3968136 nChanged 6094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64820 members 
Mstep: Class 2 contains 57152 members 
Entering Unmasked Estep 
Score: -3970853.000000 Penalty: 1065.750732
	Iteration 3Q: 3 clusters Score -3970853 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66677 members 
Mstep: Class 2 contains 55295 members 
Entering Unmasked Estep 
Score: -3973578.000000 Penalty: 1065.750732
	Iteration 4Q: 3 clusters Score -3973578 nChanged 5822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69309 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -3976144.750000 Penalty: 1065.750732
	Iteration 5Q: 3 clusters Score -3976145 nChanged 5837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 49010 members 
Entering Unmasked Estep 
Score: -3978885.250000 Penalty: 1065.750732
	Iteration 6Q: 3 clusters Score -3978885 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 44274 members 
Entering Unmasked Estep 
Score: -3982397.500000 Penalty: 1065.750732
	Iteration 7F: 3 clusters Score -3982398 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -3987227.000000 Penalty: 1065.750732
	Iteration 8F: 3 clusters Score -3987227 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89407 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -3992619.500000 Penalty: 1065.750732
	Iteration 9F: 3 clusters Score -3992620 nChanged 5844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94493 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -3996657.500000 Penalty: 1065.750732
	Iteration 10Q: 3 clusters Score -3996658 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98569 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -3999292.250000 Penalty: 1065.750732
	Iteration 11Q: 3 clusters Score -3999292 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102003 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -4001261.750000 Penalty: 1065.750732
	Iteration 12Q: 3 clusters Score -4001262 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104940 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -4002774.500000 Penalty: 1065.750732
	Iteration 13Q: 3 clusters Score -4002774 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107490 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -4004035.500000 Penalty: 1065.750732
	Iteration 14Q: 3 clusters Score -4004036 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -4005020.250000 Penalty: 1065.750732
	Iteration 15Q: 3 clusters Score -4005020 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111531 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -4005932.000000 Penalty: 1065.750732
	Iteration 16Q: 3 clusters Score -4005932 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113205 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -4006784.000000 Penalty: 1065.750732
	Iteration 17Q: 3 clusters Score -4006784 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114594 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -4007463.500000 Penalty: 1065.750732
	Iteration 18Q: 3 clusters Score -4007464 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115769 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -4008000.250000 Penalty: 1065.750732
	Iteration 19Q: 3 clusters Score -4008000 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116756 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -4008426.250000 Penalty: 1065.750732
	Iteration 20F: 3 clusters Score -4008426 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117504 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -4008739.250000 Penalty: 1065.750732
	Iteration 21Q: 3 clusters Score -4008739 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118121 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -4008966.500000 Penalty: 1065.750732
	Iteration 22Q: 3 clusters Score -4008966 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118602 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -4009144.750000 Penalty: 1065.750732
	Iteration 23Q: 3 clusters Score -4009145 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119013 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -4009285.750000 Penalty: 1065.750732
	Iteration 24Q: 3 clusters Score -4009286 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119330 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -4009372.000000 Penalty: 1065.750732
	Iteration 25Q: 3 clusters Score -4009372 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119561 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -4009405.750000 Penalty: 1065.750732
	Iteration 26Q: 3 clusters Score -4009406 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119765 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4009458.500000 Penalty: 1065.750732
	Iteration 27Q: 3 clusters Score -4009458 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119936 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -4009518.250000 Penalty: 1065.750732
	Iteration 28Q: 3 clusters Score -4009518 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120074 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -4009550.750000 Penalty: 1065.750732
	Iteration 29Q: 3 clusters Score -4009551 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120200 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4009580.500000 Penalty: 1065.750732
	Iteration 30Q: 3 clusters Score -4009580 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120306 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4009611.500000 Penalty: 1065.750732
	Iteration 31Q: 3 clusters Score -4009612 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120400 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4009631.750000 Penalty: 1065.750732
	Iteration 32Q: 3 clusters Score -4009632 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120486 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4009652.750000 Penalty: 1065.750732
	Iteration 33Q: 3 clusters Score -4009653 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120547 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4009673.250000 Penalty: 1065.750732
	Iteration 34Q: 3 clusters Score -4009673 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120605 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -4009682.750000 Penalty: 1065.750732
	Iteration 35Q: 3 clusters Score -4009683 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120652 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -4009688.250000 Penalty: 1065.750732
	Iteration 36Q: 3 clusters Score -4009688 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120692 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4009694.250000 Penalty: 1065.750732
	Iteration 37Q: 3 clusters Score -4009694 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120725 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -4009698.250000 Penalty: 1065.750732
	Iteration 38Q: 3 clusters Score -4009698 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120758 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -4009706.500000 Penalty: 1065.750732
	Iteration 39Q: 3 clusters Score -4009706 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120786 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -4009703.000000 Penalty: 1065.750732
	Iteration 40F: 3 clusters Score -4009703 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120808 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4009707.000000 Penalty: 1065.750732
	Iteration 41Q: 3 clusters Score -4009707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120832 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -4009713.000000 Penalty: 1065.750732
	Iteration 42Q: 3 clusters Score -4009713 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120857 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -4009714.750000 Penalty: 1065.750732
	Iteration 43Q: 3 clusters Score -4009715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120872 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4009718.000000 Penalty: 1065.750732
	Iteration 44Q: 3 clusters Score -4009718 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120883 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4009718.500000 Penalty: 1065.750732
	Iteration 45Q: 3 clusters Score -4009718 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120893 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4009725.750000 Penalty: 1065.750732
	Iteration 46Q: 3 clusters Score -4009726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120903 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -4009726.250000 Penalty: 1065.750732
	Iteration 47Q: 3 clusters Score -4009726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120911 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -4009724.500000 Penalty: 1065.750732
	Iteration 48Q: 3 clusters Score -4009724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120917 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -4009720.500000 Penalty: 1065.750732
	Iteration 49Q: 3 clusters Score -4009720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120923 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4009723.500000 Penalty: 1065.750732
	Iteration 50Q: 3 clusters Score -4009724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120929 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -4009722.500000 Penalty: 1065.750732
	Iteration 51Q: 3 clusters Score -4009722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120930 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -4009723.750000 Penalty: 1065.750732
	Iteration 52Q: 3 clusters Score -4009724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120932 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4009728.000000 Penalty: 1065.750732
	Iteration 53Q: 3 clusters Score -4009728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120934 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4009727.250000 Penalty: 1065.750732
	Iteration 54Q: 3 clusters Score -4009727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120935 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4009726.500000 Penalty: 1065.750732
	Iteration 55Q: 3 clusters Score -4009726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120936 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -4009728.250000 Penalty: 1065.750732
	Iteration 56Q: 3 clusters Score -4009728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120937 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -4009729.000000 Penalty: 1065.750732
	Iteration 57Q: 3 clusters Score -4009729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120938 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4009727.500000 Penalty: 1065.750732
	Iteration 58Q: 3 clusters Score -4009728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120939 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4009732.250000 Penalty: 1065.750732
	Iteration 59Q: 3 clusters Score -4009732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120942 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4009728.500000 Penalty: 1065.750732
	Iteration 60F: 3 clusters Score -4009728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120945 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4009729.250000 Penalty: 1065.750732
	Iteration 61Q: 3 clusters Score -4009729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120949 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4009733.750000 Penalty: 1065.750732
	Iteration 62Q: 3 clusters Score -4009734 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120949 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4009733.750000 Penalty: 1065.750732
	Iteration 63F: 3 clusters Score -4009734 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Entering Unmasked Estep 
Score: -229573.734375 Penalty: 405.615479
	Iteration 0F: 2 clusters Score -229573.7 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 3744 members 
Entering Unmasked Estep 
Score: -224570.687500 Penalty: 811.230957
	Iteration 0F: 3 clusters Score -224570.7 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -226667.265625 Penalty: 811.230957
	Iteration 1F: 3 clusters Score -226667.3 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -226961.671875 Penalty: 811.230957
	Iteration 2F: 3 clusters Score -226961.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -227303.015625 Penalty: 811.230957
	Iteration 3F: 3 clusters Score -227303 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -227622.796875 Penalty: 811.230957
	Iteration 4F: 3 clusters Score -227622.8 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -227856.546875 Penalty: 811.230957
	Iteration 5F: 3 clusters Score -227856.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -228006.187500 Penalty: 811.230957
	Iteration 6Q: 3 clusters Score -228006.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -228111.937500 Penalty: 811.230957
	Iteration 7Q: 3 clusters Score -228111.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -228192.859375 Penalty: 811.230957
	Iteration 8Q: 3 clusters Score -228192.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -228257.890625 Penalty: 811.230957
	Iteration 9Q: 3 clusters Score -228257.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -228316.375000 Penalty: 811.230957
	Iteration 10Q: 3 clusters Score -228316.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -228379.609375 Penalty: 811.230957
	Iteration 11Q: 3 clusters Score -228379.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -228446.046875 Penalty: 811.230957
	Iteration 12Q: 3 clusters Score -228446 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -228503.890625 Penalty: 811.230957
	Iteration 13Q: 3 clusters Score -228503.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -228559.859375 Penalty: 811.230957
	Iteration 14Q: 3 clusters Score -228559.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -228606.156250 Penalty: 811.230957
	Iteration 15Q: 3 clusters Score -228606.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -228637.687500 Penalty: 811.230957
	Iteration 16Q: 3 clusters Score -228637.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -228664.906250 Penalty: 811.230957
	Iteration 17Q: 3 clusters Score -228664.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -228685.171875 Penalty: 811.230957
	Iteration 18Q: 3 clusters Score -228685.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -228700.484375 Penalty: 811.230957
	Iteration 19Q: 3 clusters Score -228700.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -228715.187500 Penalty: 811.230957
	Iteration 20F: 3 clusters Score -228715.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -228726.000000 Penalty: 811.230957
	Iteration 21Q: 3 clusters Score -228726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -228733.406250 Penalty: 811.230957
	Iteration 22Q: 3 clusters Score -228733.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -228739.703125 Penalty: 811.230957
	Iteration 23Q: 3 clusters Score -228739.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -228747.062500 Penalty: 811.230957
	Iteration 24Q: 3 clusters Score -228747.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -228752.734375 Penalty: 811.230957
	Iteration 25Q: 3 clusters Score -228752.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -228762.437500 Penalty: 811.230957
	Iteration 26Q: 3 clusters Score -228762.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -228770.000000 Penalty: 811.230957
	Iteration 27Q: 3 clusters Score -228770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -228778.343750 Penalty: 811.230957
	Iteration 28Q: 3 clusters Score -228778.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -228785.640625 Penalty: 811.230957
	Iteration 29Q: 3 clusters Score -228785.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -228794.734375 Penalty: 811.230957
	Iteration 30Q: 3 clusters Score -228794.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -228802.546875 Penalty: 811.230957
	Iteration 31Q: 3 clusters Score -228802.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -228809.625000 Penalty: 811.230957
	Iteration 32Q: 3 clusters Score -228809.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -228815.671875 Penalty: 811.230957
	Iteration 33Q: 3 clusters Score -228815.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -228823.515625 Penalty: 811.230957
	Iteration 34Q: 3 clusters Score -228823.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -228829.781250 Penalty: 811.230957
	Iteration 35Q: 3 clusters Score -228829.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -228834.937500 Penalty: 811.230957
	Iteration 36Q: 3 clusters Score -228834.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -228839.718750 Penalty: 811.230957
	Iteration 37Q: 3 clusters Score -228839.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -228844.953125 Penalty: 811.230957
	Iteration 38Q: 3 clusters Score -228845 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -228852.609375 Penalty: 811.230957
	Iteration 39Q: 3 clusters Score -228852.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -228858.718750 Penalty: 811.230957
	Iteration 40F: 3 clusters Score -228858.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -228871.984375 Penalty: 811.230957
	Iteration 41Q: 3 clusters Score -228872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -228890.921875 Penalty: 811.230957
	Iteration 42Q: 3 clusters Score -228890.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -228905.843750 Penalty: 811.230957
	Iteration 43Q: 3 clusters Score -228905.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -228922.125000 Penalty: 811.230957
	Iteration 44Q: 3 clusters Score -228922.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -228934.437500 Penalty: 811.230957
	Iteration 45Q: 3 clusters Score -228934.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -228951.859375 Penalty: 811.230957
	Iteration 46Q: 3 clusters Score -228951.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -228966.906250 Penalty: 811.230957
	Iteration 47Q: 3 clusters Score -228966.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -228980.703125 Penalty: 811.230957
	Iteration 48Q: 3 clusters Score -228980.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -228988.250000 Penalty: 811.230957
	Iteration 49Q: 3 clusters Score -228988.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -228995.750000 Penalty: 811.230957
	Iteration 50Q: 3 clusters Score -228995.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -229004.062500 Penalty: 811.230957
	Iteration 51Q: 3 clusters Score -229004.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -229011.265625 Penalty: 811.230957
	Iteration 52Q: 3 clusters Score -229011.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -229023.406250 Penalty: 811.230957
	Iteration 53Q: 3 clusters Score -229023.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -229028.343750 Penalty: 811.230957
	Iteration 54Q: 3 clusters Score -229028.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -229036.250000 Penalty: 811.230957
	Iteration 55Q: 3 clusters Score -229036.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -229044.031250 Penalty: 811.230957
	Iteration 56Q: 3 clusters Score -229044 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -229050.281250 Penalty: 811.230957
	Iteration 57Q: 3 clusters Score -229050.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -229056.250000 Penalty: 811.230957
	Iteration 58Q: 3 clusters Score -229056.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -229061.609375 Penalty: 811.230957
	Iteration 59Q: 3 clusters Score -229061.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -229065.828125 Penalty: 811.230957
	Iteration 60F: 3 clusters Score -229065.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -229070.937500 Penalty: 811.230957
	Iteration 61Q: 3 clusters Score -229070.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -229078.296875 Penalty: 811.230957
	Iteration 62Q: 3 clusters Score -229078.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -229087.187500 Penalty: 811.230957
	Iteration 63Q: 3 clusters Score -229087.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -229097.812500 Penalty: 811.230957
	Iteration 64Q: 3 clusters Score -229097.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -229106.890625 Penalty: 811.230957
	Iteration 65Q: 3 clusters Score -229106.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -229114.687500 Penalty: 811.230957
	Iteration 66Q: 3 clusters Score -229114.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -229124.718750 Penalty: 811.230957
	Iteration 67Q: 3 clusters Score -229124.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -229131.640625 Penalty: 811.230957
	Iteration 68Q: 3 clusters Score -229131.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -229136.125000 Penalty: 811.230957
	Iteration 69Q: 3 clusters Score -229136.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -229138.671875 Penalty: 811.230957
	Iteration 70Q: 3 clusters Score -229138.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -229144.390625 Penalty: 811.230957
	Iteration 71Q: 3 clusters Score -229144.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -229150.750000 Penalty: 811.230957
	Iteration 72Q: 3 clusters Score -229150.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -229154.734375 Penalty: 811.230957
	Iteration 73Q: 3 clusters Score -229154.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -229158.546875 Penalty: 811.230957
	Iteration 74Q: 3 clusters Score -229158.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -229162.156250 Penalty: 811.230957
	Iteration 75Q: 3 clusters Score -229162.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -229164.750000 Penalty: 811.230957
	Iteration 76Q: 3 clusters Score -229164.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -229166.453125 Penalty: 811.230957
	Iteration 77Q: 3 clusters Score -229166.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -229170.218750 Penalty: 811.230957
	Iteration 78Q: 3 clusters Score -229170.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -229176.578125 Penalty: 811.230957
	Iteration 79Q: 3 clusters Score -229176.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -229179.328125 Penalty: 811.230957
	Iteration 80F: 3 clusters Score -229179.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -229181.093750 Penalty: 811.230957
	Iteration 81Q: 3 clusters Score -229181.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -229183.140625 Penalty: 811.230957
	Iteration 82Q: 3 clusters Score -229183.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -229186.890625 Penalty: 811.230957
	Iteration 83Q: 3 clusters Score -229186.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -229194.562500 Penalty: 811.230957
	Iteration 84Q: 3 clusters Score -229194.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -229196.671875 Penalty: 811.230957
	Iteration 85Q: 3 clusters Score -229196.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -229199.000000 Penalty: 811.230957
	Iteration 86Q: 3 clusters Score -229199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -229202.765625 Penalty: 811.230957
	Iteration 87Q: 3 clusters Score -229202.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -229205.203125 Penalty: 811.230957
	Iteration 88Q: 3 clusters Score -229205.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -229209.500000 Penalty: 811.230957
	Iteration 89Q: 3 clusters Score -229209.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -229212.796875 Penalty: 811.230957
	Iteration 90Q: 3 clusters Score -229212.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -229215.000000 Penalty: 811.230957
	Iteration 91Q: 3 clusters Score -229215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -229215.062500 Penalty: 811.230957
	Iteration 92Q: 3 clusters Score -229215.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -229215.093750 Penalty: 811.230957
	Iteration 93Q: 3 clusters Score -229215.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -229215.984375 Penalty: 811.230957
	Iteration 94Q: 3 clusters Score -229216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -229216.500000 Penalty: 811.230957
	Iteration 95Q: 3 clusters Score -229216.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -229217.906250 Penalty: 811.230957
	Iteration 96Q: 3 clusters Score -229217.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -229218.328125 Penalty: 811.230957
	Iteration 97Q: 3 clusters Score -229218.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -229218.875000 Penalty: 811.230957
	Iteration 98Q: 3 clusters Score -229218.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -229219.906250 Penalty: 811.230957
	Iteration 99Q: 3 clusters Score -229219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -229220.015625 Penalty: 811.230957
	Iteration 100F: 3 clusters Score -229220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -229221.468750 Penalty: 811.230957
	Iteration 101Q: 3 clusters Score -229221.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -229223.234375 Penalty: 811.230957
	Iteration 102Q: 3 clusters Score -229223.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -229223.968750 Penalty: 811.230957
	Iteration 103Q: 3 clusters Score -229224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -229223.890625 Penalty: 811.230957
	Iteration 104Q: 3 clusters Score -229223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -229224.187500 Penalty: 811.230957
	Iteration 105Q: 3 clusters Score -229224.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -229224.031250 Penalty: 811.230957
	Iteration 106Q: 3 clusters Score -229224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -229224.578125 Penalty: 811.230957
	Iteration 107Q: 3 clusters Score -229224.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -229225.531250 Penalty: 811.230957
	Iteration 108Q: 3 clusters Score -229225.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -229226.250000 Penalty: 811.230957
	Iteration 109Q: 3 clusters Score -229226.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -229228.812500 Penalty: 811.230957
	Iteration 110Q: 3 clusters Score -229228.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -229230.968750 Penalty: 811.230957
	Iteration 111Q: 3 clusters Score -229231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -229230.984375 Penalty: 811.230957
	Iteration 112Q: 3 clusters Score -229231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -229232.781250 Penalty: 811.230957
	Iteration 113Q: 3 clusters Score -229232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -229234.046875 Penalty: 811.230957
	Iteration 114Q: 3 clusters Score -229234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -229236.484375 Penalty: 811.230957
	Iteration 115Q: 3 clusters Score -229236.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -229239.453125 Penalty: 811.230957
	Iteration 116Q: 3 clusters Score -229239.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -229245.203125 Penalty: 811.230957
	Iteration 117Q: 3 clusters Score -229245.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -229247.609375 Penalty: 811.230957
	Iteration 118Q: 3 clusters Score -229247.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -229249.421875 Penalty: 811.230957
	Iteration 119Q: 3 clusters Score -229249.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -229251.750000 Penalty: 811.230957
	Iteration 120F: 3 clusters Score -229251.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -229254.921875 Penalty: 811.230957
	Iteration 121Q: 3 clusters Score -229254.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -229255.140625 Penalty: 811.230957
	Iteration 122Q: 3 clusters Score -229255.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -229255.453125 Penalty: 811.230957
	Iteration 123Q: 3 clusters Score -229255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -229255.953125 Penalty: 811.230957
	Iteration 124Q: 3 clusters Score -229256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -229257.734375 Penalty: 811.230957
	Iteration 125Q: 3 clusters Score -229257.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -229258.078125 Penalty: 811.230957
	Iteration 126Q: 3 clusters Score -229258.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -229258.078125 Penalty: 811.230957
	Iteration 127F: 3 clusters Score -229258.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (39811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Entering Unmasked Estep 
Score: -1248406.250000 Penalty: 481.931396
	Iteration 0F: 2 clusters Score -1248406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -1221741.000000 Penalty: 963.862793
	Iteration 0F: 3 clusters Score -1221741 nChanged 19137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -1232916.000000 Penalty: 963.862793
	Iteration 1F: 3 clusters Score -1232916 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19426 members 
Mstep: Class 2 contains 20385 members 
Entering Unmasked Estep 
Score: -1233440.875000 Penalty: 963.862793
	Iteration 2Q: 3 clusters Score -1233441 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -1234014.625000 Penalty: 963.862793
	Iteration 3Q: 3 clusters Score -1234015 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -1234627.375000 Penalty: 963.862793
	Iteration 4Q: 3 clusters Score -1234627 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -1235431.875000 Penalty: 963.862793
	Iteration 5Q: 3 clusters Score -1235432 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -1236359.875000 Penalty: 963.862793
	Iteration 6Q: 3 clusters Score -1236360 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -1237464.875000 Penalty: 963.862793
	Iteration 7Q: 3 clusters Score -1237465 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -1238658.500000 Penalty: 963.862793
	Iteration 8F: 3 clusters Score -1238658 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -1239857.875000 Penalty: 963.862793
	Iteration 9F: 3 clusters Score -1239858 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 26407 members 
Entering Unmasked Estep 
Score: -1240884.125000 Penalty: 963.862793
	Iteration 10Q: 3 clusters Score -1240884 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -1241665.625000 Penalty: 963.862793
	Iteration 11Q: 3 clusters Score -1241666 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -1242213.375000 Penalty: 963.862793
	Iteration 12Q: 3 clusters Score -1242213 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 29018 members 
Entering Unmasked Estep 
Score: -1242655.250000 Penalty: 963.862793
	Iteration 13Q: 3 clusters Score -1242655 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -1243082.375000 Penalty: 963.862793
	Iteration 14Q: 3 clusters Score -1243082 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -1243475.250000 Penalty: 963.862793
	Iteration 15Q: 3 clusters Score -1243475 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 31426 members 
Entering Unmasked Estep 
Score: -1243862.875000 Penalty: 963.862793
	Iteration 16Q: 3 clusters Score -1243863 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 32236 members 
Entering Unmasked Estep 
Score: -1244265.375000 Penalty: 963.862793
	Iteration 17Q: 3 clusters Score -1244265 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -1244667.250000 Penalty: 963.862793
	Iteration 18Q: 3 clusters Score -1244667 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 33814 members 
Entering Unmasked Estep 
Score: -1245059.625000 Penalty: 963.862793
	Iteration 19Q: 3 clusters Score -1245060 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -1245428.375000 Penalty: 963.862793
	Iteration 20F: 3 clusters Score -1245428 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -1245807.625000 Penalty: 963.862793
	Iteration 21Q: 3 clusters Score -1245808 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 36006 members 
Entering Unmasked Estep 
Score: -1246199.875000 Penalty: 963.862793
	Iteration 22Q: 3 clusters Score -1246200 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -1246547.250000 Penalty: 963.862793
	Iteration 23Q: 3 clusters Score -1246547 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 37219 members 
Entering Unmasked Estep 
Score: -1246879.250000 Penalty: 963.862793
	Iteration 24Q: 3 clusters Score -1246879 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -1247194.750000 Penalty: 963.862793
	Iteration 25Q: 3 clusters Score -1247195 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -1247437.750000 Penalty: 963.862793
	Iteration 26Q: 3 clusters Score -1247438 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 38436 members 
Entering Unmasked Estep 
Score: -1247618.750000 Penalty: 963.862793
	Iteration 27Q: 3 clusters Score -1247619 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -1247730.625000 Penalty: 963.862793
	Iteration 28Q: 3 clusters Score -1247731 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -1247813.625000 Penalty: 963.862793
	Iteration 29Q: 3 clusters Score -1247814 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -1247870.875000 Penalty: 963.862793
	Iteration 30Q: 3 clusters Score -1247871 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 39050 members 
Entering Unmasked Estep 
Score: -1247908.625000 Penalty: 963.862793
	Iteration 31Q: 3 clusters Score -1247909 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 39141 members 
Entering Unmasked Estep 
Score: -1247957.500000 Penalty: 963.862793
	Iteration 32Q: 3 clusters Score -1247958 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -1247999.875000 Penalty: 963.862793
	Iteration 33Q: 3 clusters Score -1248000 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 39263 members 
Entering Unmasked Estep 
Score: -1248023.000000 Penalty: 963.862793
	Iteration 34Q: 3 clusters Score -1248023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 39299 members 
Entering Unmasked Estep 
Score: -1248034.875000 Penalty: 963.862793
	Iteration 35Q: 3 clusters Score -1248035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -1248046.875000 Penalty: 963.862793
	Iteration 36Q: 3 clusters Score -1248047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 39344 members 
Entering Unmasked Estep 
Score: -1248055.375000 Penalty: 963.862793
	Iteration 37Q: 3 clusters Score -1248055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -1248061.000000 Penalty: 963.862793
	Iteration 38Q: 3 clusters Score -1248061 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 39375 members 
Entering Unmasked Estep 
Score: -1248065.625000 Penalty: 963.862793
	Iteration 39Q: 3 clusters Score -1248066 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 39386 members 
Entering Unmasked Estep 
Score: -1248067.500000 Penalty: 963.862793
	Iteration 40F: 3 clusters Score -1248068 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 39390 members 
Entering Unmasked Estep 
Score: -1248070.625000 Penalty: 963.862793
	Iteration 41Q: 3 clusters Score -1248071 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -1248072.750000 Penalty: 963.862793
	Iteration 42Q: 3 clusters Score -1248073 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 39392 members 
Entering Unmasked Estep 
Score: -1248073.250000 Penalty: 963.862793
	Iteration 43Q: 3 clusters Score -1248073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -1248073.875000 Penalty: 963.862793
	Iteration 44Q: 3 clusters Score -1248074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 39397 members 
Entering Unmasked Estep 
Score: -1248073.875000 Penalty: 963.862793
	Iteration 45Q: 3 clusters Score -1248074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 39400 members 
Entering Unmasked Estep 
Score: -1248074.000000 Penalty: 963.862793
	Iteration 46Q: 3 clusters Score -1248074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 39401 members 
Entering Unmasked Estep 
Score: -1248075.375000 Penalty: 963.862793
	Iteration 47Q: 3 clusters Score -1248075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 39403 members 
Entering Unmasked Estep 
Score: -1248073.750000 Penalty: 963.862793
	Iteration 48Q: 3 clusters Score -1248074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -1248074.000000 Penalty: 963.862793
	Iteration 49Q: 3 clusters Score -1248074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -1248074.375000 Penalty: 963.862793
	Iteration 50Q: 3 clusters Score -1248074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -1248074.375000 Penalty: 963.862793
	Iteration 51Q: 3 clusters Score -1248074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -1248074.750000 Penalty: 963.862793
	Iteration 52Q: 3 clusters Score -1248075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 39412 members 
Entering Unmasked Estep 
Score: -1248074.750000 Penalty: 963.862793
	Iteration 53Q: 3 clusters Score -1248075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -1248076.375000 Penalty: 963.862793
	Iteration 54Q: 3 clusters Score -1248076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -1248077.125000 Penalty: 963.862793
	Iteration 55Q: 3 clusters Score -1248077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -1248078.625000 Penalty: 963.862793
	Iteration 56Q: 3 clusters Score -1248079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 39428 members 
Entering Unmasked Estep 
Score: -1248084.125000 Penalty: 963.862793
	Iteration 57Q: 3 clusters Score -1248084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 39435 members 
Entering Unmasked Estep 
Score: -1248088.250000 Penalty: 963.862793
	Iteration 58Q: 3 clusters Score -1248088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39437 members 
Entering Unmasked Estep 
Score: -1248090.125000 Penalty: 963.862793
	Iteration 59Q: 3 clusters Score -1248090 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 39439 members 
Entering Unmasked Estep 
Score: -1248092.375000 Penalty: 963.862793
	Iteration 60F: 3 clusters Score -1248092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -1248098.500000 Penalty: 963.862793
	Iteration 61Q: 3 clusters Score -1248098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -1248103.875000 Penalty: 963.862793
	Iteration 62Q: 3 clusters Score -1248104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -1248106.125000 Penalty: 963.862793
	Iteration 63Q: 3 clusters Score -1248106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 39451 members 
Entering Unmasked Estep 
Score: -1248109.375000 Penalty: 963.862793
	Iteration 64Q: 3 clusters Score -1248109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -1248112.125000 Penalty: 963.862793
	Iteration 65Q: 3 clusters Score -1248112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -1248115.750000 Penalty: 963.862793
	Iteration 66Q: 3 clusters Score -1248116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -1248116.125000 Penalty: 963.862793
	Iteration 67Q: 3 clusters Score -1248116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -1248117.125000 Penalty: 963.862793
	Iteration 68Q: 3 clusters Score -1248117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -1248118.750000 Penalty: 963.862793
	Iteration 69Q: 3 clusters Score -1248119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -1248118.750000 Penalty: 963.862793
	Iteration 70Q: 3 clusters Score -1248119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -1248118.875000 Penalty: 963.862793
	Iteration 71Q: 3 clusters Score -1248119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -1248119.500000 Penalty: 963.862793
	Iteration 72Q: 3 clusters Score -1248120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 39456 members 
Entering Unmasked Estep 
Score: -1248120.875000 Penalty: 963.862793
	Iteration 73Q: 3 clusters Score -1248121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -1248121.625000 Penalty: 963.862793
	Iteration 74Q: 3 clusters Score -1248122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -1248121.500000 Penalty: 963.862793
	Iteration 75Q: 3 clusters Score -1248122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 39462 members 
Entering Unmasked Estep 
Score: -1248122.750000 Penalty: 963.862793
	Iteration 76Q: 3 clusters Score -1248123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -1248122.875000 Penalty: 963.862793
	Iteration 77Q: 3 clusters Score -1248123 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -1248122.875000 Penalty: 963.862793
	Iteration 78F: 3 clusters Score -1248123 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Entering Unmasked Estep 
Score: -179555.859375 Penalty: 391.160248
	Iteration 0F: 2 clusters Score -179555.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -176005.250000 Penalty: 782.320496
	Iteration 0F: 3 clusters Score -176005.2 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -177417.734375 Penalty: 782.320496
	Iteration 1F: 3 clusters Score -177417.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -177656.812500 Penalty: 782.320496
	Iteration 2F: 3 clusters Score -177656.8 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -177906.796875 Penalty: 782.320496
	Iteration 3F: 3 clusters Score -177906.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -178142.453125 Penalty: 782.320496
	Iteration 4F: 3 clusters Score -178142.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -178353.671875 Penalty: 782.320496
	Iteration 5F: 3 clusters Score -178353.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -178570.078125 Penalty: 782.320496
	Iteration 6Q: 3 clusters Score -178570.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -178727.640625 Penalty: 782.320496
	Iteration 7Q: 3 clusters Score -178727.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -178804.359375 Penalty: 782.320496
	Iteration 8Q: 3 clusters Score -178804.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -178831.562500 Penalty: 782.320496
	Iteration 9Q: 3 clusters Score -178831.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -178854.812500 Penalty: 782.320496
	Iteration 10Q: 3 clusters Score -178854.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -178876.156250 Penalty: 782.320496
	Iteration 11Q: 3 clusters Score -178876.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -178895.281250 Penalty: 782.320496
	Iteration 12Q: 3 clusters Score -178895.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -178909.515625 Penalty: 782.320496
	Iteration 13Q: 3 clusters Score -178909.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -178919.109375 Penalty: 782.320496
	Iteration 14Q: 3 clusters Score -178919.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -178934.812500 Penalty: 782.320496
	Iteration 15Q: 3 clusters Score -178934.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -178953.046875 Penalty: 782.320496
	Iteration 16Q: 3 clusters Score -178953 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -178975.046875 Penalty: 782.320496
	Iteration 17Q: 3 clusters Score -178975 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -178993.109375 Penalty: 782.320496
	Iteration 18Q: 3 clusters Score -178993.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -179015.265625 Penalty: 782.320496
	Iteration 19Q: 3 clusters Score -179015.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -179032.515625 Penalty: 782.320496
	Iteration 20F: 3 clusters Score -179032.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -179050.640625 Penalty: 782.320496
	Iteration 21Q: 3 clusters Score -179050.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -179067.078125 Penalty: 782.320496
	Iteration 22Q: 3 clusters Score -179067.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -179078.343750 Penalty: 782.320496
	Iteration 23Q: 3 clusters Score -179078.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -179086.953125 Penalty: 782.320496
	Iteration 24Q: 3 clusters Score -179087 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -179095.390625 Penalty: 782.320496
	Iteration 25Q: 3 clusters Score -179095.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -179101.421875 Penalty: 782.320496
	Iteration 26Q: 3 clusters Score -179101.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -179110.031250 Penalty: 782.320496
	Iteration 27Q: 3 clusters Score -179110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -179120.453125 Penalty: 782.320496
	Iteration 28Q: 3 clusters Score -179120.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -179130.921875 Penalty: 782.320496
	Iteration 29Q: 3 clusters Score -179130.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -179141.015625 Penalty: 782.320496
	Iteration 30Q: 3 clusters Score -179141 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -179151.734375 Penalty: 782.320496
	Iteration 31Q: 3 clusters Score -179151.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -179158.718750 Penalty: 782.320496
	Iteration 32Q: 3 clusters Score -179158.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -179164.750000 Penalty: 782.320496
	Iteration 33Q: 3 clusters Score -179164.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -179171.796875 Penalty: 782.320496
	Iteration 34Q: 3 clusters Score -179171.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -179176.796875 Penalty: 782.320496
	Iteration 35Q: 3 clusters Score -179176.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -179181.968750 Penalty: 782.320496
	Iteration 36Q: 3 clusters Score -179182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -179185.578125 Penalty: 782.320496
	Iteration 37Q: 3 clusters Score -179185.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -179191.234375 Penalty: 782.320496
	Iteration 38Q: 3 clusters Score -179191.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -179195.453125 Penalty: 782.320496
	Iteration 39Q: 3 clusters Score -179195.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -179197.796875 Penalty: 782.320496
	Iteration 40F: 3 clusters Score -179197.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -179200.890625 Penalty: 782.320496
	Iteration 41Q: 3 clusters Score -179200.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -179206.062500 Penalty: 782.320496
	Iteration 42Q: 3 clusters Score -179206.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -179209.375000 Penalty: 782.320496
	Iteration 43Q: 3 clusters Score -179209.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -179212.750000 Penalty: 782.320496
	Iteration 44Q: 3 clusters Score -179212.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -179216.000000 Penalty: 782.320496
	Iteration 45Q: 3 clusters Score -179216 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -179220.468750 Penalty: 782.320496
	Iteration 46Q: 3 clusters Score -179220.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -179223.546875 Penalty: 782.320496
	Iteration 47Q: 3 clusters Score -179223.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -179226.609375 Penalty: 782.320496
	Iteration 48Q: 3 clusters Score -179226.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -179229.171875 Penalty: 782.320496
	Iteration 49Q: 3 clusters Score -179229.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -179229.406250 Penalty: 782.320496
	Iteration 50Q: 3 clusters Score -179229.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -179230.343750 Penalty: 782.320496
	Iteration 51Q: 3 clusters Score -179230.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -179230.156250 Penalty: 782.320496
	Iteration 52Q: 3 clusters Score -179230.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -179230.250000 Penalty: 782.320496
	Iteration 53Q: 3 clusters Score -179230.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -179230.218750 Penalty: 782.320496
	Iteration 54Q: 3 clusters Score -179230.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -179230.218750 Penalty: 782.320496
	Iteration 55F: 3 clusters Score -179230.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Entering Unmasked Estep 
Score: -156782.687500 Penalty: 385.265472
	Iteration 0F: 2 clusters Score -156782.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -153575.968750 Penalty: 770.530945
	Iteration 0F: 3 clusters Score -153576 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -154870.421875 Penalty: 770.530945
	Iteration 1F: 3 clusters Score -154870.4 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -155070.953125 Penalty: 770.530945
	Iteration 2F: 3 clusters Score -155071 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -155274.515625 Penalty: 770.530945
	Iteration 3F: 3 clusters Score -155274.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -155512.859375 Penalty: 770.530945
	Iteration 4F: 3 clusters Score -155512.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -155751.421875 Penalty: 770.530945
	Iteration 5F: 3 clusters Score -155751.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -156004.859375 Penalty: 770.530945
	Iteration 6F: 3 clusters Score -156004.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -156190.656250 Penalty: 770.530945
	Iteration 7F: 3 clusters Score -156190.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -156310.937500 Penalty: 770.530945
	Iteration 8Q: 3 clusters Score -156310.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -156379.546875 Penalty: 770.530945
	Iteration 9Q: 3 clusters Score -156379.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -156426.421875 Penalty: 770.530945
	Iteration 10Q: 3 clusters Score -156426.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -156456.625000 Penalty: 770.530945
	Iteration 11Q: 3 clusters Score -156456.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -156474.562500 Penalty: 770.530945
	Iteration 12Q: 3 clusters Score -156474.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -156483.078125 Penalty: 770.530945
	Iteration 13Q: 3 clusters Score -156483.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -156489.453125 Penalty: 770.530945
	Iteration 14Q: 3 clusters Score -156489.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -156495.359375 Penalty: 770.530945
	Iteration 15Q: 3 clusters Score -156495.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -156499.000000 Penalty: 770.530945
	Iteration 16Q: 3 clusters Score -156499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -156502.031250 Penalty: 770.530945
	Iteration 17Q: 3 clusters Score -156502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -156503.281250 Penalty: 770.530945
	Iteration 18Q: 3 clusters Score -156503.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -156504.656250 Penalty: 770.530945
	Iteration 19Q: 3 clusters Score -156504.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -156506.250000 Penalty: 770.530945
	Iteration 20F: 3 clusters Score -156506.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -156507.250000 Penalty: 770.530945
	Iteration 21Q: 3 clusters Score -156507.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -156509.078125 Penalty: 770.530945
	Iteration 22Q: 3 clusters Score -156509.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -156510.031250 Penalty: 770.530945
	Iteration 23Q: 3 clusters Score -156510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -156510.828125 Penalty: 770.530945
	Iteration 24Q: 3 clusters Score -156510.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -156511.671875 Penalty: 770.530945
	Iteration 25Q: 3 clusters Score -156511.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -156512.968750 Penalty: 770.530945
	Iteration 26Q: 3 clusters Score -156513 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -156515.109375 Penalty: 770.530945
	Iteration 27Q: 3 clusters Score -156515.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -156515.843750 Penalty: 770.530945
	Iteration 28Q: 3 clusters Score -156515.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -156517.156250 Penalty: 770.530945
	Iteration 29Q: 3 clusters Score -156517.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -156517.406250 Penalty: 770.530945
	Iteration 30Q: 3 clusters Score -156517.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -156517.890625 Penalty: 770.530945
	Iteration 31Q: 3 clusters Score -156517.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -156518.234375 Penalty: 770.530945
	Iteration 32Q: 3 clusters Score -156518.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -156519.109375 Penalty: 770.530945
	Iteration 33Q: 3 clusters Score -156519.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -156520.453125 Penalty: 770.530945
	Iteration 34Q: 3 clusters Score -156520.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -156521.578125 Penalty: 770.530945
	Iteration 35Q: 3 clusters Score -156521.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -156524.921875 Penalty: 770.530945
	Iteration 36Q: 3 clusters Score -156524.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -156529.453125 Penalty: 770.530945
	Iteration 37Q: 3 clusters Score -156529.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -156531.937500 Penalty: 770.530945
	Iteration 38Q: 3 clusters Score -156531.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -156533.687500 Penalty: 770.530945
	Iteration 39Q: 3 clusters Score -156533.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -156536.578125 Penalty: 770.530945
	Iteration 40F: 3 clusters Score -156536.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -156539.156250 Penalty: 770.530945
	Iteration 41Q: 3 clusters Score -156539.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -156540.515625 Penalty: 770.530945
	Iteration 42Q: 3 clusters Score -156540.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -156541.421875 Penalty: 770.530945
	Iteration 43Q: 3 clusters Score -156541.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -156542.312500 Penalty: 770.530945
	Iteration 44Q: 3 clusters Score -156542.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -156542.296875 Penalty: 770.530945
	Iteration 45Q: 3 clusters Score -156542.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -156542.390625 Penalty: 770.530945
	Iteration 46Q: 3 clusters Score -156542.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -156542.687500 Penalty: 770.530945
	Iteration 47Q: 3 clusters Score -156542.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -156542.421875 Penalty: 770.530945
	Iteration 48Q: 3 clusters Score -156542.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -156542.781250 Penalty: 770.530945
	Iteration 49Q: 3 clusters Score -156542.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -156543.125000 Penalty: 770.530945
	Iteration 50Q: 3 clusters Score -156543.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -156543.343750 Penalty: 770.530945
	Iteration 51Q: 3 clusters Score -156543.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -156544.296875 Penalty: 770.530945
	Iteration 52Q: 3 clusters Score -156544.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -156546.328125 Penalty: 770.530945
	Iteration 53Q: 3 clusters Score -156546.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -156547.812500 Penalty: 770.530945
	Iteration 54Q: 3 clusters Score -156547.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -156550.296875 Penalty: 770.530945
	Iteration 55Q: 3 clusters Score -156550.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -156556.500000 Penalty: 770.530945
	Iteration 56Q: 3 clusters Score -156556.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -156565.156250 Penalty: 770.530945
	Iteration 57Q: 3 clusters Score -156565.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -156571.328125 Penalty: 770.530945
	Iteration 58Q: 3 clusters Score -156571.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -156578.265625 Penalty: 770.530945
	Iteration 59Q: 3 clusters Score -156578.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -156588.781250 Penalty: 770.530945
	Iteration 60F: 3 clusters Score -156588.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -156597.656250 Penalty: 770.530945
	Iteration 61Q: 3 clusters Score -156597.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -156602.578125 Penalty: 770.530945
	Iteration 62Q: 3 clusters Score -156602.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -156608.312500 Penalty: 770.530945
	Iteration 63Q: 3 clusters Score -156608.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -156611.609375 Penalty: 770.530945
	Iteration 64Q: 3 clusters Score -156611.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -156614.218750 Penalty: 770.530945
	Iteration 65Q: 3 clusters Score -156614.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -156616.234375 Penalty: 770.530945
	Iteration 66Q: 3 clusters Score -156616.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -156616.937500 Penalty: 770.530945
	Iteration 67Q: 3 clusters Score -156616.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -156617.859375 Penalty: 770.530945
	Iteration 68Q: 3 clusters Score -156617.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -156618.296875 Penalty: 770.530945
	Iteration 69Q: 3 clusters Score -156618.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -156618.578125 Penalty: 770.530945
	Iteration 70Q: 3 clusters Score -156618.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -156618.578125 Penalty: 770.530945
	Iteration 71F: 3 clusters Score -156618.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Entering Unmasked Estep 
Score: -24840.859375 Penalty: 306.315582
	Iteration 0F: 2 clusters Score -24840.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -24138.462891 Penalty: 612.631165
	Iteration 0F: 3 clusters Score -24138.46 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -24371.128906 Penalty: 612.631165
	Iteration 1F: 3 clusters Score -24371.13 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -24426.015625 Penalty: 612.631165
	Iteration 2F: 3 clusters Score -24426.02 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -24460.167969 Penalty: 612.631165
	Iteration 3F: 3 clusters Score -24460.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -24485.273438 Penalty: 612.631165
	Iteration 4Q: 3 clusters Score -24485.27 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -24527.146484 Penalty: 612.631165
	Iteration 5Q: 3 clusters Score -24527.15 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -24550.693359 Penalty: 612.631165
	Iteration 6Q: 3 clusters Score -24550.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -24569.912109 Penalty: 612.631165
	Iteration 7Q: 3 clusters Score -24569.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -24585.779297 Penalty: 612.631165
	Iteration 8Q: 3 clusters Score -24585.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -24600.667969 Penalty: 612.631165
	Iteration 9Q: 3 clusters Score -24600.67 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -24610.806641 Penalty: 612.631165
	Iteration 10Q: 3 clusters Score -24610.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -24617.593750 Penalty: 612.631165
	Iteration 11Q: 3 clusters Score -24617.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -24619.722656 Penalty: 612.631165
	Iteration 12Q: 3 clusters Score -24619.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -24620.826172 Penalty: 612.631165
	Iteration 13Q: 3 clusters Score -24620.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -24621.765625 Penalty: 612.631165
	Iteration 14Q: 3 clusters Score -24621.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -24622.050781 Penalty: 612.631165
	Iteration 15Q: 3 clusters Score -24622.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -24622.050781 Penalty: 612.631165
	Iteration 16F: 3 clusters Score -24622.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Entering Unmasked Estep 
Score: -204068.250000 Penalty: 400.671875
	Iteration 0F: 2 clusters Score -204068.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -199549.531250 Penalty: 801.343750
	Iteration 0F: 3 clusters Score -199549.5 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -201199.437500 Penalty: 801.343750
	Iteration 1F: 3 clusters Score -201199.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -201371.640625 Penalty: 801.343750
	Iteration 2F: 3 clusters Score -201371.6 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -201581.765625 Penalty: 801.343750
	Iteration 3F: 3 clusters Score -201581.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -201825.875000 Penalty: 801.343750
	Iteration 4F: 3 clusters Score -201825.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -202085.187500 Penalty: 801.343750
	Iteration 5F: 3 clusters Score -202085.2 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -202365.906250 Penalty: 801.343750
	Iteration 6F: 3 clusters Score -202365.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -202675.046875 Penalty: 801.343750
	Iteration 7F: 3 clusters Score -202675 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -202932.406250 Penalty: 801.343750
	Iteration 8Q: 3 clusters Score -202932.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -203183.921875 Penalty: 801.343750
	Iteration 9Q: 3 clusters Score -203183.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -203378.562500 Penalty: 801.343750
	Iteration 10Q: 3 clusters Score -203378.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -203525.968750 Penalty: 801.343750
	Iteration 11Q: 3 clusters Score -203526 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -203623.640625 Penalty: 801.343750
	Iteration 12Q: 3 clusters Score -203623.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -203677.250000 Penalty: 801.343750
	Iteration 13Q: 3 clusters Score -203677.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -203704.546875 Penalty: 801.343750
	Iteration 14Q: 3 clusters Score -203704.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -203721.718750 Penalty: 801.343750
	Iteration 15Q: 3 clusters Score -203721.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -203734.078125 Penalty: 801.343750
	Iteration 16Q: 3 clusters Score -203734.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -203745.125000 Penalty: 801.343750
	Iteration 17Q: 3 clusters Score -203745.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -203756.953125 Penalty: 801.343750
	Iteration 18Q: 3 clusters Score -203757 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -203763.859375 Penalty: 801.343750
	Iteration 19Q: 3 clusters Score -203763.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -203767.562500 Penalty: 801.343750
	Iteration 20F: 3 clusters Score -203767.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -203770.968750 Penalty: 801.343750
	Iteration 21Q: 3 clusters Score -203771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -203773.843750 Penalty: 801.343750
	Iteration 22Q: 3 clusters Score -203773.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -203775.906250 Penalty: 801.343750
	Iteration 23Q: 3 clusters Score -203775.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -203777.203125 Penalty: 801.343750
	Iteration 24Q: 3 clusters Score -203777.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -203777.375000 Penalty: 801.343750
	Iteration 25Q: 3 clusters Score -203777.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -203778.312500 Penalty: 801.343750
	Iteration 26Q: 3 clusters Score -203778.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -203779.968750 Penalty: 801.343750
	Iteration 27Q: 3 clusters Score -203780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -203781.531250 Penalty: 801.343750
	Iteration 28Q: 3 clusters Score -203781.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -203783.718750 Penalty: 801.343750
	Iteration 29Q: 3 clusters Score -203783.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -203785.046875 Penalty: 801.343750
	Iteration 30Q: 3 clusters Score -203785 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -203786.937500 Penalty: 801.343750
	Iteration 31Q: 3 clusters Score -203786.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -203787.953125 Penalty: 801.343750
	Iteration 32Q: 3 clusters Score -203788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -203788.812500 Penalty: 801.343750
	Iteration 33Q: 3 clusters Score -203788.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -203789.296875 Penalty: 801.343750
	Iteration 34Q: 3 clusters Score -203789.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -203790.875000 Penalty: 801.343750
	Iteration 35Q: 3 clusters Score -203790.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -203791.578125 Penalty: 801.343750
	Iteration 36Q: 3 clusters Score -203791.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -203792.734375 Penalty: 801.343750
	Iteration 37Q: 3 clusters Score -203792.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -203793.390625 Penalty: 801.343750
	Iteration 38Q: 3 clusters Score -203793.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -203794.000000 Penalty: 801.343750
	Iteration 39Q: 3 clusters Score -203794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -203794.453125 Penalty: 801.343750
	Iteration 40F: 3 clusters Score -203794.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -203794.953125 Penalty: 801.343750
	Iteration 41Q: 3 clusters Score -203795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -203794.890625 Penalty: 801.343750
	Iteration 42Q: 3 clusters Score -203794.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -203795.937500 Penalty: 801.343750
	Iteration 43Q: 3 clusters Score -203795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -203795.906250 Penalty: 801.343750
	Iteration 44Q: 3 clusters Score -203795.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -203796.125000 Penalty: 801.343750
	Iteration 45Q: 3 clusters Score -203796.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -203796.656250 Penalty: 801.343750
	Iteration 46Q: 3 clusters Score -203796.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -203796.906250 Penalty: 801.343750
	Iteration 47Q: 3 clusters Score -203796.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -203796.843750 Penalty: 801.343750
	Iteration 48Q: 3 clusters Score -203796.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -203797.343750 Penalty: 801.343750
	Iteration 49Q: 3 clusters Score -203797.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -203797.812500 Penalty: 801.343750
	Iteration 50Q: 3 clusters Score -203797.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -203798.937500 Penalty: 801.343750
	Iteration 51Q: 3 clusters Score -203798.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -203798.984375 Penalty: 801.343750
	Iteration 52Q: 3 clusters Score -203799 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -203799.640625 Penalty: 801.343750
	Iteration 53Q: 3 clusters Score -203799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -203799.453125 Penalty: 801.343750
	Iteration 54Q: 3 clusters Score -203799.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -203799.968750 Penalty: 801.343750
	Iteration 55Q: 3 clusters Score -203800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -203799.687500 Penalty: 801.343750
	Iteration 56Q: 3 clusters Score -203799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -203799.578125 Penalty: 801.343750
	Iteration 57Q: 3 clusters Score -203799.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -203799.578125 Penalty: 801.343750
	Iteration 58F: 3 clusters Score -203799.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Entering Unmasked Estep 
Score: -406146.125000 Penalty: 427.615662
	Iteration 0F: 2 clusters Score -406146.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -398091.843750 Penalty: 855.231323
	Iteration 0F: 3 clusters Score -398091.8 nChanged 5682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -401289.968750 Penalty: 855.231323
	Iteration 1F: 3 clusters Score -401290 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -401565.750000 Penalty: 855.231323
	Iteration 2F: 3 clusters Score -401565.8 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -401966.250000 Penalty: 855.231323
	Iteration 3F: 3 clusters Score -401966.2 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -402569.937500 Penalty: 855.231323
	Iteration 4F: 3 clusters Score -402569.9 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -403366.656250 Penalty: 855.231323
	Iteration 5F: 3 clusters Score -403366.7 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -404156.125000 Penalty: 855.231323
	Iteration 6F: 3 clusters Score -404156.1 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -404674.937500 Penalty: 855.231323
	Iteration 7F: 3 clusters Score -404674.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -404909.812500 Penalty: 855.231323
	Iteration 8Q: 3 clusters Score -404909.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -405032.250000 Penalty: 855.231323
	Iteration 9Q: 3 clusters Score -405032.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -405136.187500 Penalty: 855.231323
	Iteration 10Q: 3 clusters Score -405136.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -405243.937500 Penalty: 855.231323
	Iteration 11Q: 3 clusters Score -405243.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -405351.093750 Penalty: 855.231323
	Iteration 12Q: 3 clusters Score -405351.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -405432.625000 Penalty: 855.231323
	Iteration 13Q: 3 clusters Score -405432.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -405498.343750 Penalty: 855.231323
	Iteration 14Q: 3 clusters Score -405498.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -405552.656250 Penalty: 855.231323
	Iteration 15Q: 3 clusters Score -405552.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -405612.000000 Penalty: 855.231323
	Iteration 16Q: 3 clusters Score -405612 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -405648.031250 Penalty: 855.231323
	Iteration 17Q: 3 clusters Score -405648 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -405674.875000 Penalty: 855.231323
	Iteration 18Q: 3 clusters Score -405674.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -405693.500000 Penalty: 855.231323
	Iteration 19Q: 3 clusters Score -405693.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -405707.750000 Penalty: 855.231323
	Iteration 20F: 3 clusters Score -405707.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -405719.968750 Penalty: 855.231323
	Iteration 21Q: 3 clusters Score -405720 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -405732.593750 Penalty: 855.231323
	Iteration 22Q: 3 clusters Score -405732.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -405740.687500 Penalty: 855.231323
	Iteration 23Q: 3 clusters Score -405740.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -405747.718750 Penalty: 855.231323
	Iteration 24Q: 3 clusters Score -405747.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -405753.000000 Penalty: 855.231323
	Iteration 25Q: 3 clusters Score -405753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -405762.468750 Penalty: 855.231323
	Iteration 26Q: 3 clusters Score -405762.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -405767.187500 Penalty: 855.231323
	Iteration 27Q: 3 clusters Score -405767.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -405769.687500 Penalty: 855.231323
	Iteration 28Q: 3 clusters Score -405769.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -405771.093750 Penalty: 855.231323
	Iteration 29Q: 3 clusters Score -405771.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -405772.968750 Penalty: 855.231323
	Iteration 30Q: 3 clusters Score -405773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -405775.968750 Penalty: 855.231323
	Iteration 31Q: 3 clusters Score -405776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -405776.531250 Penalty: 855.231323
	Iteration 32Q: 3 clusters Score -405776.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -405776.875000 Penalty: 855.231323
	Iteration 33Q: 3 clusters Score -405776.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -405776.875000 Penalty: 855.231323
	Iteration 34F: 3 clusters Score -405776.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Entering Unmasked Estep 
Score: -539010.687500 Penalty: 447.735229
	Iteration 0F: 2 clusters Score -539010.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -526594.312500 Penalty: 895.470459
	Iteration 0F: 3 clusters Score -526594.3 nChanged 8947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -532625.375000 Penalty: 895.470459
	Iteration 1F: 3 clusters Score -532625.4 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -533700.937500 Penalty: 895.470459
	Iteration 2F: 3 clusters Score -533700.9 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -534905.812500 Penalty: 895.470459
	Iteration 3F: 3 clusters Score -534905.8 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -535974.062500 Penalty: 895.470459
	Iteration 4F: 3 clusters Score -535974.1 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -536710.937500 Penalty: 895.470459
	Iteration 5Q: 3 clusters Score -536710.9 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -537261.562500 Penalty: 895.470459
	Iteration 6Q: 3 clusters Score -537261.6 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -537702.000000 Penalty: 895.470459
	Iteration 7Q: 3 clusters Score -537702 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -538020.937500 Penalty: 895.470459
	Iteration 8Q: 3 clusters Score -538020.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -538250.875000 Penalty: 895.470459
	Iteration 9Q: 3 clusters Score -538250.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -538422.937500 Penalty: 895.470459
	Iteration 10Q: 3 clusters Score -538422.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -538544.875000 Penalty: 895.470459
	Iteration 11Q: 3 clusters Score -538544.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -538641.562500 Penalty: 895.470459
	Iteration 12Q: 3 clusters Score -538641.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -538710.125000 Penalty: 895.470459
	Iteration 13Q: 3 clusters Score -538710.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -538764.812500 Penalty: 895.470459
	Iteration 14Q: 3 clusters Score -538764.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -538790.375000 Penalty: 895.470459
	Iteration 15Q: 3 clusters Score -538790.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -538802.687500 Penalty: 895.470459
	Iteration 16Q: 3 clusters Score -538802.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -538812.500000 Penalty: 895.470459
	Iteration 17Q: 3 clusters Score -538812.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -538817.812500 Penalty: 895.470459
	Iteration 18Q: 3 clusters Score -538817.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -538823.750000 Penalty: 895.470459
	Iteration 19Q: 3 clusters Score -538823.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -538828.625000 Penalty: 895.470459
	Iteration 20F: 3 clusters Score -538828.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -538830.875000 Penalty: 895.470459
	Iteration 21Q: 3 clusters Score -538830.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -538834.250000 Penalty: 895.470459
	Iteration 22Q: 3 clusters Score -538834.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -538838.000000 Penalty: 895.470459
	Iteration 23Q: 3 clusters Score -538838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -538838.312500 Penalty: 895.470459
	Iteration 24Q: 3 clusters Score -538838.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -538838.750000 Penalty: 895.470459
	Iteration 25Q: 3 clusters Score -538838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -538838.937500 Penalty: 895.470459
	Iteration 26Q: 3 clusters Score -538838.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -538839.500000 Penalty: 895.470459
	Iteration 27Q: 3 clusters Score -538839.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -538839.500000 Penalty: 895.470459
	Iteration 28F: 3 clusters Score -538839.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65471 members 
Entering Unmasked Estep 
Score: -2051940.750000 Penalty: 504.565979
	Iteration 0F: 2 clusters Score -2051941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 32883 members 
Entering Unmasked Estep 
Score: -2008008.375000 Penalty: 1009.131958
	Iteration 0F: 3 clusters Score -2008008 nChanged 31826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27616 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -2027804.750000 Penalty: 1009.131958
	Iteration 1F: 3 clusters Score -2027805 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 41565 members 
Entering Unmasked Estep 
Score: -2030343.750000 Penalty: 1009.131958
	Iteration 2F: 3 clusters Score -2030344 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -2033869.000000 Penalty: 1009.131958
	Iteration 3F: 3 clusters Score -2033869 nChanged 5294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 51090 members 
Entering Unmasked Estep 
Score: -2037968.875000 Penalty: 1009.131958
	Iteration 4F: 3 clusters Score -2037969 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 55905 members 
Entering Unmasked Estep 
Score: -2042397.125000 Penalty: 1009.131958
	Iteration 5F: 3 clusters Score -2042397 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 60003 members 
Entering Unmasked Estep 
Score: -2046446.250000 Penalty: 1009.131958
	Iteration 6F: 3 clusters Score -2046446 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 62807 members 
Entering Unmasked Estep 
Score: -2049219.125000 Penalty: 1009.131958
	Iteration 7Q: 3 clusters Score -2049219 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 64249 members 
Entering Unmasked Estep 
Score: -2050541.250000 Penalty: 1009.131958
	Iteration 8Q: 3 clusters Score -2050541 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 64928 members 
Entering Unmasked Estep 
Score: -2051114.625000 Penalty: 1009.131958
	Iteration 9Q: 3 clusters Score -2051115 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 65218 members 
Entering Unmasked Estep 
Score: -2051370.000000 Penalty: 1009.131958
	Iteration 10Q: 3 clusters Score -2051370 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -2051449.375000 Penalty: 1009.131958
	Iteration 11Q: 3 clusters Score -2051449 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -2051480.750000 Penalty: 1009.131958
	Iteration 12Q: 3 clusters Score -2051481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 65368 members 
Entering Unmasked Estep 
Score: -2051496.500000 Penalty: 1009.131958
	Iteration 13Q: 3 clusters Score -2051496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 65378 members 
Entering Unmasked Estep 
Score: -2051500.750000 Penalty: 1009.131958
	Iteration 14Q: 3 clusters Score -2051501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 65386 members 
Entering Unmasked Estep 
Score: -2051507.375000 Penalty: 1009.131958
	Iteration 15Q: 3 clusters Score -2051507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 65393 members 
Entering Unmasked Estep 
Score: -2051515.750000 Penalty: 1009.131958
	Iteration 16Q: 3 clusters Score -2051516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 65396 members 
Entering Unmasked Estep 
Score: -2051517.375000 Penalty: 1009.131958
	Iteration 17Q: 3 clusters Score -2051517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -2051517.625000 Penalty: 1009.131958
	Iteration 18Q: 3 clusters Score -2051518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 65397 members 
Entering Unmasked Estep 
Score: -2051517.625000 Penalty: 1009.131958
	Iteration 19F: 3 clusters Score -2051518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Entering Unmasked Estep 
Score: -1042825.000000 Penalty: 472.079071
	Iteration 0F: 2 clusters Score -1042825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -1021529.375000 Penalty: 944.158142
	Iteration 0F: 3 clusters Score -1021529 nChanged 15363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -1032317.125000 Penalty: 944.158142
	Iteration 1F: 3 clusters Score -1032317 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -1033873.812500 Penalty: 944.158142
	Iteration 2F: 3 clusters Score -1033874 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -1035395.125000 Penalty: 944.158142
	Iteration 3F: 3 clusters Score -1035395 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15446 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -1036713.312500 Penalty: 944.158142
	Iteration 4F: 3 clusters Score -1036713 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -1037607.562500 Penalty: 944.158142
	Iteration 5F: 3 clusters Score -1037608 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -1038082.375000 Penalty: 944.158142
	Iteration 6Q: 3 clusters Score -1038082 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14382 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -1038309.625000 Penalty: 944.158142
	Iteration 7Q: 3 clusters Score -1038310 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -1038424.187500 Penalty: 944.158142
	Iteration 8Q: 3 clusters Score -1038424 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -1038486.125000 Penalty: 944.158142
	Iteration 9Q: 3 clusters Score -1038486 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -1038536.937500 Penalty: 944.158142
	Iteration 10Q: 3 clusters Score -1038537 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -1038569.437500 Penalty: 944.158142
	Iteration 11Q: 3 clusters Score -1038569 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -1038598.312500 Penalty: 944.158142
	Iteration 12Q: 3 clusters Score -1038598 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -1038625.437500 Penalty: 944.158142
	Iteration 13Q: 3 clusters Score -1038625 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 19169 members 
Entering Unmasked Estep 
Score: -1038654.312500 Penalty: 944.158142
	Iteration 14Q: 3 clusters Score -1038654 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -1038687.250000 Penalty: 944.158142
	Iteration 15Q: 3 clusters Score -1038687 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 19631 members 
Entering Unmasked Estep 
Score: -1038730.375000 Penalty: 944.158142
	Iteration 16Q: 3 clusters Score -1038730 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -1038762.937500 Penalty: 944.158142
	Iteration 17Q: 3 clusters Score -1038763 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -1038792.812500 Penalty: 944.158142
	Iteration 18Q: 3 clusters Score -1038793 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -1038831.812500 Penalty: 944.158142
	Iteration 19Q: 3 clusters Score -1038832 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -1038871.125000 Penalty: 944.158142
	Iteration 20F: 3 clusters Score -1038871 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -1038909.937500 Penalty: 944.158142
	Iteration 21Q: 3 clusters Score -1038910 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -1038950.000000 Penalty: 944.158142
	Iteration 22Q: 3 clusters Score -1038950 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -1038985.750000 Penalty: 944.158142
	Iteration 23Q: 3 clusters Score -1038986 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -1039032.000000 Penalty: 944.158142
	Iteration 24Q: 3 clusters Score -1039032 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -1039076.875000 Penalty: 944.158142
	Iteration 25Q: 3 clusters Score -1039077 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -1039131.312500 Penalty: 944.158142
	Iteration 26Q: 3 clusters Score -1039131 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -1039199.625000 Penalty: 944.158142
	Iteration 27Q: 3 clusters Score -1039200 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -1039276.812500 Penalty: 944.158142
	Iteration 28Q: 3 clusters Score -1039277 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 23455 members 
Entering Unmasked Estep 
Score: -1039359.687500 Penalty: 944.158142
	Iteration 29Q: 3 clusters Score -1039360 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -1039456.750000 Penalty: 944.158142
	Iteration 30Q: 3 clusters Score -1039457 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -1039579.750000 Penalty: 944.158142
	Iteration 31Q: 3 clusters Score -1039580 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -1039709.250000 Penalty: 944.158142
	Iteration 32Q: 3 clusters Score -1039709 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 25401 members 
Entering Unmasked Estep 
Score: -1039868.937500 Penalty: 944.158142
	Iteration 33Q: 3 clusters Score -1039869 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 25981 members 
Entering Unmasked Estep 
Score: -1040074.750000 Penalty: 944.158142
	Iteration 34Q: 3 clusters Score -1040075 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 26570 members 
Entering Unmasked Estep 
Score: -1040296.687500 Penalty: 944.158142
	Iteration 35Q: 3 clusters Score -1040297 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -1040507.250000 Penalty: 944.158142
	Iteration 36Q: 3 clusters Score -1040507 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 27714 members 
Entering Unmasked Estep 
Score: -1040733.125000 Penalty: 944.158142
	Iteration 37Q: 3 clusters Score -1040733 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 28257 members 
Entering Unmasked Estep 
Score: -1040950.250000 Penalty: 944.158142
	Iteration 38Q: 3 clusters Score -1040950 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 28776 members 
Entering Unmasked Estep 
Score: -1041172.312500 Penalty: 944.158142
	Iteration 39Q: 3 clusters Score -1041172 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 29274 members 
Entering Unmasked Estep 
Score: -1041414.250000 Penalty: 944.158142
	Iteration 40F: 3 clusters Score -1041414 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -1041634.312500 Penalty: 944.158142
	Iteration 41Q: 3 clusters Score -1041634 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -1041805.437500 Penalty: 944.158142
	Iteration 42Q: 3 clusters Score -1041805 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -1041964.937500 Penalty: 944.158142
	Iteration 43Q: 3 clusters Score -1041965 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -1042105.500000 Penalty: 944.158142
	Iteration 44Q: 3 clusters Score -1042106 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 30929 members 
Entering Unmasked Estep 
Score: -1042213.250000 Penalty: 944.158142
	Iteration 45Q: 3 clusters Score -1042213 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 31095 members 
Entering Unmasked Estep 
Score: -1042293.812500 Penalty: 944.158142
	Iteration 46Q: 3 clusters Score -1042294 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -1042349.062500 Penalty: 944.158142
	Iteration 47Q: 3 clusters Score -1042349 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -1042393.875000 Penalty: 944.158142
	Iteration 48Q: 3 clusters Score -1042394 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 31419 members 
Entering Unmasked Estep 
Score: -1042422.125000 Penalty: 944.158142
	Iteration 49Q: 3 clusters Score -1042422 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -1042447.562500 Penalty: 944.158142
	Iteration 50Q: 3 clusters Score -1042448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -1042460.875000 Penalty: 944.158142
	Iteration 51Q: 3 clusters Score -1042461 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 31538 members 
Entering Unmasked Estep 
Score: -1042471.625000 Penalty: 944.158142
	Iteration 52Q: 3 clusters Score -1042472 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 31559 members 
Entering Unmasked Estep 
Score: -1042479.062500 Penalty: 944.158142
	Iteration 53Q: 3 clusters Score -1042479 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -1042484.312500 Penalty: 944.158142
	Iteration 54Q: 3 clusters Score -1042484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 31607 members 
Entering Unmasked Estep 
Score: -1042494.125000 Penalty: 944.158142
	Iteration 55Q: 3 clusters Score -1042494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -1042500.437500 Penalty: 944.158142
	Iteration 56Q: 3 clusters Score -1042500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -1042501.312500 Penalty: 944.158142
	Iteration 57Q: 3 clusters Score -1042501 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -1042504.937500 Penalty: 944.158142
	Iteration 58Q: 3 clusters Score -1042505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -1042507.437500 Penalty: 944.158142
	Iteration 59Q: 3 clusters Score -1042507 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -1042509.937500 Penalty: 944.158142
	Iteration 60F: 3 clusters Score -1042510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -1042508.875000 Penalty: 944.158142
	Iteration 61Q: 3 clusters Score -1042509 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 31670 members 
Entering Unmasked Estep 
Score: -1042509.562500 Penalty: 944.158142
	Iteration 62Q: 3 clusters Score -1042510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 31671 members 
Entering Unmasked Estep 
Score: -1042509.375000 Penalty: 944.158142
	Iteration 63Q: 3 clusters Score -1042509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -1042510.375000 Penalty: 944.158142
	Iteration 64Q: 3 clusters Score -1042510 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -1042511.625000 Penalty: 944.158142
	Iteration 65Q: 3 clusters Score -1042512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 31674 members 
Entering Unmasked Estep 
Score: -1042515.312500 Penalty: 944.158142
	Iteration 66Q: 3 clusters Score -1042515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -1042517.062500 Penalty: 944.158142
	Iteration 67Q: 3 clusters Score -1042517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -1042518.625000 Penalty: 944.158142
	Iteration 68Q: 3 clusters Score -1042519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -1042518.875000 Penalty: 944.158142
	Iteration 69Q: 3 clusters Score -1042519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -1042519.625000 Penalty: 944.158142
	Iteration 70Q: 3 clusters Score -1042520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -1042519.625000 Penalty: 944.158142
	Iteration 71F: 3 clusters Score -1042520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Entering Unmasked Estep 
Score: -288472.125000 Penalty: 415.562592
	Iteration 0F: 2 clusters Score -288472.1 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 4518 members 
Entering Unmasked Estep 
Score: -282348.406250 Penalty: 831.125183
	Iteration 0F: 3 clusters Score -282348.4 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -285007.093750 Penalty: 831.125183
	Iteration 1F: 3 clusters Score -285007.1 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -285536.750000 Penalty: 831.125183
	Iteration 2F: 3 clusters Score -285536.8 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -286217.343750 Penalty: 831.125183
	Iteration 3F: 3 clusters Score -286217.3 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -286933.500000 Penalty: 831.125183
	Iteration 4F: 3 clusters Score -286933.5 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -287479.062500 Penalty: 831.125183
	Iteration 5F: 3 clusters Score -287479.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -287795.843750 Penalty: 831.125183
	Iteration 6Q: 3 clusters Score -287795.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -287968.000000 Penalty: 831.125183
	Iteration 7Q: 3 clusters Score -287968 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -288059.125000 Penalty: 831.125183
	Iteration 8Q: 3 clusters Score -288059.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -288103.625000 Penalty: 831.125183
	Iteration 9Q: 3 clusters Score -288103.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -288132.718750 Penalty: 831.125183
	Iteration 10Q: 3 clusters Score -288132.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -288151.687500 Penalty: 831.125183
	Iteration 11Q: 3 clusters Score -288151.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -288163.375000 Penalty: 831.125183
	Iteration 12Q: 3 clusters Score -288163.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -288165.875000 Penalty: 831.125183
	Iteration 13Q: 3 clusters Score -288165.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -288168.687500 Penalty: 831.125183
	Iteration 14Q: 3 clusters Score -288168.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -288169.156250 Penalty: 831.125183
	Iteration 15Q: 3 clusters Score -288169.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -288169.156250 Penalty: 831.125183
	Iteration 16F: 3 clusters Score -288169.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Entering Unmasked Estep 
Score: -155146.250000 Penalty: 390.140564
	Iteration 0F: 2 clusters Score -155146.2 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 2644 members 
Entering Unmasked Estep 
Score: -151565.781250 Penalty: 780.281128
	Iteration 0F: 3 clusters Score -151565.8 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -153027.203125 Penalty: 780.281128
	Iteration 1F: 3 clusters Score -153027.2 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -153228.375000 Penalty: 780.281128
	Iteration 2F: 3 clusters Score -153228.4 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -153404.937500 Penalty: 780.281128
	Iteration 3F: 3 clusters Score -153404.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -153592.203125 Penalty: 780.281128
	Iteration 4F: 3 clusters Score -153592.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -153790.906250 Penalty: 780.281128
	Iteration 5F: 3 clusters Score -153790.9 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -154002.312500 Penalty: 780.281128
	Iteration 6F: 3 clusters Score -154002.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -154137.718750 Penalty: 780.281128
	Iteration 7Q: 3 clusters Score -154137.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -154202.031250 Penalty: 780.281128
	Iteration 8Q: 3 clusters Score -154202 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -154243.281250 Penalty: 780.281128
	Iteration 9Q: 3 clusters Score -154243.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -154266.375000 Penalty: 780.281128
	Iteration 10Q: 3 clusters Score -154266.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -154275.343750 Penalty: 780.281128
	Iteration 11Q: 3 clusters Score -154275.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -154279.171875 Penalty: 780.281128
	Iteration 12Q: 3 clusters Score -154279.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -154282.000000 Penalty: 780.281128
	Iteration 13Q: 3 clusters Score -154282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -154284.390625 Penalty: 780.281128
	Iteration 14Q: 3 clusters Score -154284.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -154286.968750 Penalty: 780.281128
	Iteration 15Q: 3 clusters Score -154287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -154289.375000 Penalty: 780.281128
	Iteration 16Q: 3 clusters Score -154289.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -154290.875000 Penalty: 780.281128
	Iteration 17Q: 3 clusters Score -154290.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -154291.609375 Penalty: 780.281128
	Iteration 18Q: 3 clusters Score -154291.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -154293.171875 Penalty: 780.281128
	Iteration 19Q: 3 clusters Score -154293.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -154295.125000 Penalty: 780.281128
	Iteration 20F: 3 clusters Score -154295.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -154296.109375 Penalty: 780.281128
	Iteration 21Q: 3 clusters Score -154296.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -154296.750000 Penalty: 780.281128
	Iteration 22Q: 3 clusters Score -154296.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -154297.328125 Penalty: 780.281128
	Iteration 23Q: 3 clusters Score -154297.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -154297.781250 Penalty: 780.281128
	Iteration 24Q: 3 clusters Score -154297.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -154298.703125 Penalty: 780.281128
	Iteration 25Q: 3 clusters Score -154298.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -154299.468750 Penalty: 780.281128
	Iteration 26Q: 3 clusters Score -154299.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -154300.078125 Penalty: 780.281128
	Iteration 27Q: 3 clusters Score -154300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -154299.953125 Penalty: 780.281128
	Iteration 28Q: 3 clusters Score -154300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -154300.281250 Penalty: 780.281128
	Iteration 29Q: 3 clusters Score -154300.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -154300.156250 Penalty: 780.281128
	Iteration 30Q: 3 clusters Score -154300.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -154300.156250 Penalty: 780.281128
	Iteration 31F: 3 clusters Score -154300.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (10904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Entering Unmasked Estep 
Score: -353256.000000 Penalty: 423.008240
	Iteration 0F: 2 clusters Score -353256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -346011.437500 Penalty: 846.016479
	Iteration 0F: 3 clusters Score -346011.4 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -349093.812500 Penalty: 846.016479
	Iteration 1F: 3 clusters Score -349093.8 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -349732.156250 Penalty: 846.016479
	Iteration 2F: 3 clusters Score -349732.2 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -350513.437500 Penalty: 846.016479
	Iteration 3F: 3 clusters Score -350513.4 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -351205.406250 Penalty: 846.016479
	Iteration 4F: 3 clusters Score -351205.4 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -351716.593750 Penalty: 846.016479
	Iteration 5F: 3 clusters Score -351716.6 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -352032.062500 Penalty: 846.016479
	Iteration 6F: 3 clusters Score -352032.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -352192.250000 Penalty: 846.016479
	Iteration 7Q: 3 clusters Score -352192.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -352294.687500 Penalty: 846.016479
	Iteration 8Q: 3 clusters Score -352294.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -352385.312500 Penalty: 846.016479
	Iteration 9Q: 3 clusters Score -352385.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -352477.125000 Penalty: 846.016479
	Iteration 10Q: 3 clusters Score -352477.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -352572.156250 Penalty: 846.016479
	Iteration 11Q: 3 clusters Score -352572.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -352675.218750 Penalty: 846.016479
	Iteration 12Q: 3 clusters Score -352675.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -352748.656250 Penalty: 846.016479
	Iteration 13Q: 3 clusters Score -352748.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -352801.562500 Penalty: 846.016479
	Iteration 14Q: 3 clusters Score -352801.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -352846.468750 Penalty: 846.016479
	Iteration 15Q: 3 clusters Score -352846.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -352883.812500 Penalty: 846.016479
	Iteration 16Q: 3 clusters Score -352883.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -352917.281250 Penalty: 846.016479
	Iteration 17Q: 3 clusters Score -352917.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -352941.031250 Penalty: 846.016479
	Iteration 18Q: 3 clusters Score -352941 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -352958.218750 Penalty: 846.016479
	Iteration 19Q: 3 clusters Score -352958.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -352981.093750 Penalty: 846.016479
	Iteration 20F: 3 clusters Score -352981.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -352996.500000 Penalty: 846.016479
	Iteration 21Q: 3 clusters Score -352996.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -353009.437500 Penalty: 846.016479
	Iteration 22Q: 3 clusters Score -353009.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -353017.687500 Penalty: 846.016479
	Iteration 23Q: 3 clusters Score -353017.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -353023.250000 Penalty: 846.016479
	Iteration 24Q: 3 clusters Score -353023.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -353029.375000 Penalty: 846.016479
	Iteration 25Q: 3 clusters Score -353029.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -353035.437500 Penalty: 846.016479
	Iteration 26Q: 3 clusters Score -353035.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -353040.281250 Penalty: 846.016479
	Iteration 27Q: 3 clusters Score -353040.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -353047.281250 Penalty: 846.016479
	Iteration 28Q: 3 clusters Score -353047.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -353050.468750 Penalty: 846.016479
	Iteration 29Q: 3 clusters Score -353050.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -353056.187500 Penalty: 846.016479
	Iteration 30Q: 3 clusters Score -353056.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -353066.875000 Penalty: 846.016479
	Iteration 31Q: 3 clusters Score -353066.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -353079.062500 Penalty: 846.016479
	Iteration 32Q: 3 clusters Score -353079.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -353087.625000 Penalty: 846.016479
	Iteration 33Q: 3 clusters Score -353087.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -353092.312500 Penalty: 846.016479
	Iteration 34Q: 3 clusters Score -353092.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -353100.312500 Penalty: 846.016479
	Iteration 35Q: 3 clusters Score -353100.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -353110.000000 Penalty: 846.016479
	Iteration 36Q: 3 clusters Score -353110 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -353121.562500 Penalty: 846.016479
	Iteration 37Q: 3 clusters Score -353121.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -353130.750000 Penalty: 846.016479
	Iteration 38Q: 3 clusters Score -353130.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -353137.406250 Penalty: 846.016479
	Iteration 39Q: 3 clusters Score -353137.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -353141.562500 Penalty: 846.016479
	Iteration 40F: 3 clusters Score -353141.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -353144.031250 Penalty: 846.016479
	Iteration 41Q: 3 clusters Score -353144 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -353147.906250 Penalty: 846.016479
	Iteration 42Q: 3 clusters Score -353147.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -353153.031250 Penalty: 846.016479
	Iteration 43Q: 3 clusters Score -353153 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -353157.437500 Penalty: 846.016479
	Iteration 44Q: 3 clusters Score -353157.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -353160.562500 Penalty: 846.016479
	Iteration 45Q: 3 clusters Score -353160.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -353163.812500 Penalty: 846.016479
	Iteration 46Q: 3 clusters Score -353163.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -353166.937500 Penalty: 846.016479
	Iteration 47Q: 3 clusters Score -353166.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -353167.500000 Penalty: 846.016479
	Iteration 48Q: 3 clusters Score -353167.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -353168.875000 Penalty: 846.016479
	Iteration 49Q: 3 clusters Score -353168.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -353169.437500 Penalty: 846.016479
	Iteration 50Q: 3 clusters Score -353169.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -353169.812500 Penalty: 846.016479
	Iteration 51Q: 3 clusters Score -353169.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -353171.093750 Penalty: 846.016479
	Iteration 52Q: 3 clusters Score -353171.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -353172.000000 Penalty: 846.016479
	Iteration 53Q: 3 clusters Score -353172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -353172.375000 Penalty: 846.016479
	Iteration 54Q: 3 clusters Score -353172.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -353172.156250 Penalty: 846.016479
	Iteration 55Q: 3 clusters Score -353172.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -353173.125000 Penalty: 846.016479
	Iteration 56Q: 3 clusters Score -353173.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -353172.750000 Penalty: 846.016479
	Iteration 57Q: 3 clusters Score -353172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -353172.593750 Penalty: 846.016479
	Iteration 58Q: 3 clusters Score -353172.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -353173.656250 Penalty: 846.016479
	Iteration 59Q: 3 clusters Score -353173.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -353172.875000 Penalty: 846.016479
	Iteration 60F: 3 clusters Score -353172.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -353173.093750 Penalty: 846.016479
	Iteration 61Q: 3 clusters Score -353173.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -353173.906250 Penalty: 846.016479
	Iteration 62Q: 3 clusters Score -353173.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -353174.031250 Penalty: 846.016479
	Iteration 63Q: 3 clusters Score -353174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -353175.062500 Penalty: 846.016479
	Iteration 64Q: 3 clusters Score -353175.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -353174.312500 Penalty: 846.016479
	Iteration 65Q: 3 clusters Score -353174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -353174.562500 Penalty: 846.016479
	Iteration 66Q: 3 clusters Score -353174.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -353174.562500 Penalty: 846.016479
	Iteration 67Q: 3 clusters Score -353174.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -353174.531250 Penalty: 846.016479
	Iteration 68Q: 3 clusters Score -353174.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -353174.125000 Penalty: 846.016479
	Iteration 69Q: 3 clusters Score -353174.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -353174.968750 Penalty: 846.016479
	Iteration 70Q: 3 clusters Score -353175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -353175.218750 Penalty: 846.016479
	Iteration 71Q: 3 clusters Score -353175.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -353176.312500 Penalty: 846.016479
	Iteration 72Q: 3 clusters Score -353176.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -353176.718750 Penalty: 846.016479
	Iteration 73Q: 3 clusters Score -353176.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -353176.312500 Penalty: 846.016479
	Iteration 74Q: 3 clusters Score -353176.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -353177.875000 Penalty: 846.016479
	Iteration 75Q: 3 clusters Score -353177.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -353177.343750 Penalty: 846.016479
	Iteration 76Q: 3 clusters Score -353177.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -353178.093750 Penalty: 846.016479
	Iteration 77Q: 3 clusters Score -353178.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -353177.718750 Penalty: 846.016479
	Iteration 78Q: 3 clusters Score -353177.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -353178.406250 Penalty: 846.016479
	Iteration 79Q: 3 clusters Score -353178.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -353177.843750 Penalty: 846.016479
	Iteration 80F: 3 clusters Score -353177.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -353178.156250 Penalty: 846.016479
	Iteration 81Q: 3 clusters Score -353178.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -353178.656250 Penalty: 846.016479
	Iteration 82Q: 3 clusters Score -353178.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -353179.031250 Penalty: 846.016479
	Iteration 83Q: 3 clusters Score -353179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -353179.593750 Penalty: 846.016479
	Iteration 84Q: 3 clusters Score -353179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -353180.656250 Penalty: 846.016479
	Iteration 85Q: 3 clusters Score -353180.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -353179.187500 Penalty: 846.016479
	Iteration 86Q: 3 clusters Score -353179.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -353179.843750 Penalty: 846.016479
	Iteration 87Q: 3 clusters Score -353179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -353180.312500 Penalty: 846.016479
	Iteration 88Q: 3 clusters Score -353180.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -353179.437500 Penalty: 846.016479
	Iteration 89Q: 3 clusters Score -353179.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -353179.937500 Penalty: 846.016479
	Iteration 90Q: 3 clusters Score -353179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -353180.375000 Penalty: 846.016479
	Iteration 91Q: 3 clusters Score -353180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -353180.718750 Penalty: 846.016479
	Iteration 92Q: 3 clusters Score -353180.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -353180.343750 Penalty: 846.016479
	Iteration 93Q: 3 clusters Score -353180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -353180.718750 Penalty: 846.016479
	Iteration 94Q: 3 clusters Score -353180.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -353181.093750 Penalty: 846.016479
	Iteration 95Q: 3 clusters Score -353181.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -353180.843750 Penalty: 846.016479
	Iteration 96Q: 3 clusters Score -353180.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -353181.750000 Penalty: 846.016479
	Iteration 97Q: 3 clusters Score -353181.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -353182.281250 Penalty: 846.016479
	Iteration 98Q: 3 clusters Score -353182.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -353182.531250 Penalty: 846.016479
	Iteration 99Q: 3 clusters Score -353182.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -353183.562500 Penalty: 846.016479
	Iteration 100F: 3 clusters Score -353183.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -353184.406250 Penalty: 846.016479
	Iteration 101Q: 3 clusters Score -353184.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -353186.031250 Penalty: 846.016479
	Iteration 102Q: 3 clusters Score -353186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -353186.375000 Penalty: 846.016479
	Iteration 103Q: 3 clusters Score -353186.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -353187.531250 Penalty: 846.016479
	Iteration 104Q: 3 clusters Score -353187.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -353187.906250 Penalty: 846.016479
	Iteration 105Q: 3 clusters Score -353187.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -353188.562500 Penalty: 846.016479
	Iteration 106Q: 3 clusters Score -353188.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -353188.281250 Penalty: 846.016479
	Iteration 107Q: 3 clusters Score -353188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -353189.156250 Penalty: 846.016479
	Iteration 108Q: 3 clusters Score -353189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -353190.625000 Penalty: 846.016479
	Iteration 109Q: 3 clusters Score -353190.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -353190.000000 Penalty: 846.016479
	Iteration 110Q: 3 clusters Score -353190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -353190.000000 Penalty: 846.016479
	Iteration 111F: 3 clusters Score -353190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Entering Unmasked Estep 
Score: -47842.257812 Penalty: 334.008026
	Iteration 0F: 2 clusters Score -47842.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -46699.109375 Penalty: 668.016052
	Iteration 0F: 3 clusters Score -46699.11 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -47058.894531 Penalty: 668.016052
	Iteration 1F: 3 clusters Score -47058.89 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -47134.527344 Penalty: 668.016052
	Iteration 2F: 3 clusters Score -47134.53 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -47179.980469 Penalty: 668.016052
	Iteration 3F: 3 clusters Score -47179.98 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -47205.429688 Penalty: 668.016052
	Iteration 4Q: 3 clusters Score -47205.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -47231.507812 Penalty: 668.016052
	Iteration 5Q: 3 clusters Score -47231.51 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -47261.617188 Penalty: 668.016052
	Iteration 6Q: 3 clusters Score -47261.62 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -47287.964844 Penalty: 668.016052
	Iteration 7Q: 3 clusters Score -47287.96 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -47319.257812 Penalty: 668.016052
	Iteration 8Q: 3 clusters Score -47319.26 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -47357.671875 Penalty: 668.016052
	Iteration 9Q: 3 clusters Score -47357.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -47400.714844 Penalty: 668.016052
	Iteration 10Q: 3 clusters Score -47400.71 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -47427.019531 Penalty: 668.016052
	Iteration 11Q: 3 clusters Score -47427.02 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -47448.691406 Penalty: 668.016052
	Iteration 12Q: 3 clusters Score -47448.69 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -47465.292969 Penalty: 668.016052
	Iteration 13Q: 3 clusters Score -47465.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -47476.875000 Penalty: 668.016052
	Iteration 14Q: 3 clusters Score -47476.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -47490.007812 Penalty: 668.016052
	Iteration 15Q: 3 clusters Score -47490.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -47505.351562 Penalty: 668.016052
	Iteration 16Q: 3 clusters Score -47505.35 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -47517.156250 Penalty: 668.016052
	Iteration 17Q: 3 clusters Score -47517.16 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -47526.714844 Penalty: 668.016052
	Iteration 18Q: 3 clusters Score -47526.71 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -47532.417969 Penalty: 668.016052
	Iteration 19Q: 3 clusters Score -47532.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -47540.453125 Penalty: 668.016052
	Iteration 20F: 3 clusters Score -47540.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -47545.351562 Penalty: 668.016052
	Iteration 21Q: 3 clusters Score -47545.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -47547.523438 Penalty: 668.016052
	Iteration 22Q: 3 clusters Score -47547.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -47548.769531 Penalty: 668.016052
	Iteration 23Q: 3 clusters Score -47548.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -47549.449219 Penalty: 668.016052
	Iteration 24Q: 3 clusters Score -47549.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -47551.042969 Penalty: 668.016052
	Iteration 25Q: 3 clusters Score -47551.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -47552.863281 Penalty: 668.016052
	Iteration 26Q: 3 clusters Score -47552.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -47554.160156 Penalty: 668.016052
	Iteration 27Q: 3 clusters Score -47554.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -47555.871094 Penalty: 668.016052
	Iteration 28Q: 3 clusters Score -47555.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -47558.933594 Penalty: 668.016052
	Iteration 29Q: 3 clusters Score -47558.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -47559.773438 Penalty: 668.016052
	Iteration 30Q: 3 clusters Score -47559.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -47559.921875 Penalty: 668.016052
	Iteration 31Q: 3 clusters Score -47559.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -47560.445312 Penalty: 668.016052
	Iteration 32Q: 3 clusters Score -47560.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -47560.582031 Penalty: 668.016052
	Iteration 33Q: 3 clusters Score -47560.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -47560.582031 Penalty: 668.016052
	Iteration 34F: 3 clusters Score -47560.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Entering Unmasked Estep 
Score: -69060.140625 Penalty: 356.608734
	Iteration 0F: 2 clusters Score -69060.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -67242.617188 Penalty: 713.217468
	Iteration 0F: 3 clusters Score -67242.62 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -67972.953125 Penalty: 713.217468
	Iteration 1F: 3 clusters Score -67972.95 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -68193.484375 Penalty: 713.217468
	Iteration 2F: 3 clusters Score -68193.48 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -68454.750000 Penalty: 713.217468
	Iteration 3F: 3 clusters Score -68454.75 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -68669.054688 Penalty: 713.217468
	Iteration 4F: 3 clusters Score -68669.05 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -68816.945312 Penalty: 713.217468
	Iteration 5F: 3 clusters Score -68816.95 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -68911.007812 Penalty: 713.217468
	Iteration 6Q: 3 clusters Score -68911.01 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -68972.367188 Penalty: 713.217468
	Iteration 7Q: 3 clusters Score -68972.37 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -69009.281250 Penalty: 713.217468
	Iteration 8Q: 3 clusters Score -69009.28 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -69049.515625 Penalty: 713.217468
	Iteration 9Q: 3 clusters Score -69049.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -69085.382812 Penalty: 713.217468
	Iteration 10Q: 3 clusters Score -69085.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -69121.203125 Penalty: 713.217468
	Iteration 11Q: 3 clusters Score -69121.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -69147.289062 Penalty: 713.217468
	Iteration 12Q: 3 clusters Score -69147.29 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -69169.554688 Penalty: 713.217468
	Iteration 13Q: 3 clusters Score -69169.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -69186.429688 Penalty: 713.217468
	Iteration 14Q: 3 clusters Score -69186.43 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -69203.054688 Penalty: 713.217468
	Iteration 15Q: 3 clusters Score -69203.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -69220.046875 Penalty: 713.217468
	Iteration 16Q: 3 clusters Score -69220.05 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -69238.234375 Penalty: 713.217468
	Iteration 17Q: 3 clusters Score -69238.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -69254.796875 Penalty: 713.217468
	Iteration 18Q: 3 clusters Score -69254.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -69264.460938 Penalty: 713.217468
	Iteration 19Q: 3 clusters Score -69264.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -69275.312500 Penalty: 713.217468
	Iteration 20F: 3 clusters Score -69275.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -69286.671875 Penalty: 713.217468
	Iteration 21Q: 3 clusters Score -69286.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -69298.757812 Penalty: 713.217468
	Iteration 22Q: 3 clusters Score -69298.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -69306.539062 Penalty: 713.217468
	Iteration 23Q: 3 clusters Score -69306.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -69310.390625 Penalty: 713.217468
	Iteration 24Q: 3 clusters Score -69310.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -69312.539062 Penalty: 713.217468
	Iteration 25Q: 3 clusters Score -69312.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -69313.414062 Penalty: 713.217468
	Iteration 26Q: 3 clusters Score -69313.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -69314.109375 Penalty: 713.217468
	Iteration 27Q: 3 clusters Score -69314.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -69314.109375 Penalty: 713.217468
	Iteration 28F: 3 clusters Score -69314.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148097 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6504 members 
Mstep: Class 4 contains 2162 members 
Mstep: Class 5 contains 121972 members 
Mstep: Class 6 contains 7440 members 
Mstep: Class 7 contains 39811 members 
Mstep: Class 8 contains 5415 members 
Mstep: Class 9 contains 4757 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 12066 members 
Mstep: Class 13 contains 18776 members 
Mstep: Class 14 contains 65471 members 
Mstep: Class 15 contains 32060 members 
Mstep: Class 16 contains 9258 members 
Mstep: Class 17 contains 5295 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 2414 members 
Mstep: Class 21 contains 20312 members 
Mstep: Class 22 contains 120 members 
Entering Unmasked Estep 
Score: -15730634.000000 Penalty: 13180.710938
Splitting cluster 20 changes total score from -15730671.000000 to -15730634.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (20312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Entering Unmasked Estep 
Score: -663671.750000 Penalty: 451.313019
	Iteration 0F: 2 clusters Score -663671.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -650100.250000 Penalty: 902.626038
	Iteration 0F: 3 clusters Score -650100.2 nChanged 9687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -655756.875000 Penalty: 902.626038
	Iteration 1F: 3 clusters Score -655756.9 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -656000.687500 Penalty: 902.626038
	Iteration 2Q: 3 clusters Score -656000.7 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -656277.187500 Penalty: 902.626038
	Iteration 3Q: 3 clusters Score -656277.2 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -656612.187500 Penalty: 902.626038
	Iteration 4Q: 3 clusters Score -656612.2 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -657007.312500 Penalty: 902.626038
	Iteration 5Q: 3 clusters Score -657007.3 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -657421.562500 Penalty: 902.626038
	Iteration 6Q: 3 clusters Score -657421.6 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -657870.125000 Penalty: 902.626038
	Iteration 7Q: 3 clusters Score -657870.1 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -658436.187500 Penalty: 902.626038
	Iteration 8Q: 3 clusters Score -658436.2 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -659140.437500 Penalty: 902.626038
	Iteration 9Q: 3 clusters Score -659140.4 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -659933.562500 Penalty: 902.626038
	Iteration 10Q: 3 clusters Score -659933.6 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -660696.500000 Penalty: 902.626038
	Iteration 11Q: 3 clusters Score -660696.5 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -661341.187500 Penalty: 902.626038
	Iteration 12Q: 3 clusters Score -661341.2 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -661783.437500 Penalty: 902.626038
	Iteration 13Q: 3 clusters Score -661783.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -662057.187500 Penalty: 902.626038
	Iteration 14Q: 3 clusters Score -662057.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -662235.375000 Penalty: 902.626038
	Iteration 15Q: 3 clusters Score -662235.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -662373.687500 Penalty: 902.626038
	Iteration 16Q: 3 clusters Score -662373.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -662502.000000 Penalty: 902.626038
	Iteration 17Q: 3 clusters Score -662502 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -662633.625000 Penalty: 902.626038
	Iteration 18Q: 3 clusters Score -662633.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -662745.562500 Penalty: 902.626038
	Iteration 19Q: 3 clusters Score -662745.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -662844.937500 Penalty: 902.626038
	Iteration 20F: 3 clusters Score -662844.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -662935.687500 Penalty: 902.626038
	Iteration 21Q: 3 clusters Score -662935.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -663019.000000 Penalty: 902.626038
	Iteration 22Q: 3 clusters Score -663019 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -663076.250000 Penalty: 902.626038
	Iteration 23Q: 3 clusters Score -663076.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -663134.125000 Penalty: 902.626038
	Iteration 24Q: 3 clusters Score -663134.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -663163.062500 Penalty: 902.626038
	Iteration 25Q: 3 clusters Score -663163.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -663184.625000 Penalty: 902.626038
	Iteration 26Q: 3 clusters Score -663184.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -663206.375000 Penalty: 902.626038
	Iteration 27Q: 3 clusters Score -663206.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -663221.187500 Penalty: 902.626038
	Iteration 28Q: 3 clusters Score -663221.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -663238.125000 Penalty: 902.626038
	Iteration 29Q: 3 clusters Score -663238.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -663251.687500 Penalty: 902.626038
	Iteration 30Q: 3 clusters Score -663251.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -663264.250000 Penalty: 902.626038
	Iteration 31Q: 3 clusters Score -663264.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -663272.812500 Penalty: 902.626038
	Iteration 32Q: 3 clusters Score -663272.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -663277.500000 Penalty: 902.626038
	Iteration 33Q: 3 clusters Score -663277.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -663278.812500 Penalty: 902.626038
	Iteration 34Q: 3 clusters Score -663278.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -663280.062500 Penalty: 902.626038
	Iteration 35Q: 3 clusters Score -663280.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -663281.250000 Penalty: 902.626038
	Iteration 36Q: 3 clusters Score -663281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -663283.187500 Penalty: 902.626038
	Iteration 37Q: 3 clusters Score -663283.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -663283.125000 Penalty: 902.626038
	Iteration 38Q: 3 clusters Score -663283.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -663284.687500 Penalty: 902.626038
	Iteration 39Q: 3 clusters Score -663284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -663284.687500 Penalty: 902.626038
	Iteration 40F: 3 clusters Score -663284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -663285.125000 Penalty: 902.626038
	Iteration 41Q: 3 clusters Score -663285.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -663285.437500 Penalty: 902.626038
	Iteration 42Q: 3 clusters Score -663285.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -663285.250000 Penalty: 902.626038
	Iteration 43Q: 3 clusters Score -663285.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -663285.250000 Penalty: 902.626038
	Iteration 44F: 3 clusters Score -663285.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148097 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6504 members 
Mstep: Class 4 contains 2162 members 
Mstep: Class 5 contains 121972 members 
Mstep: Class 6 contains 7440 members 
Mstep: Class 7 contains 39811 members 
Mstep: Class 8 contains 5415 members 
Mstep: Class 9 contains 4757 members 
Mstep: Class 10 contains 839 members 
Mstep: Class 11 contains 6674 members 
Mstep: Class 12 contains 12066 members 
Mstep: Class 13 contains 18776 members 
Mstep: Class 14 contains 65471 members 
Mstep: Class 15 contains 32060 members 
Mstep: Class 16 contains 9258 members 
Mstep: Class 17 contains 5295 members 
Mstep: Class 18 contains 10904 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 20312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730625.000000 Penalty: 12581.587891
Iteration 119Q: 22 clusters Score -1.573062e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148073 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 122018 members 
Mstep: Class 6 contains 7441 members 
Mstep: Class 7 contains 39911 members 
Mstep: Class 8 contains 5402 members 
Mstep: Class 9 contains 4762 members 
Mstep: Class 10 contains 840 members 
Mstep: Class 11 contains 6660 members 
Mstep: Class 12 contains 12068 members 
Mstep: Class 13 contains 18672 members 
Mstep: Class 14 contains 65432 members 
Mstep: Class 15 contains 32058 members 
Mstep: Class 16 contains 9262 members 
Mstep: Class 17 contains 5294 members 
Mstep: Class 18 contains 10920 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 20333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730678.000000 Penalty: 12581.587891
Iteration 120F: 22 clusters Score -1.573068e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148050 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6506 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122060 members 
Mstep: Class 6 contains 7441 members 
Mstep: Class 7 contains 39984 members 
Mstep: Class 8 contains 5387 members 
Mstep: Class 9 contains 4768 members 
Mstep: Class 10 contains 838 members 
Mstep: Class 11 contains 6648 members 
Mstep: Class 12 contains 12071 members 
Mstep: Class 13 contains 18589 members 
Mstep: Class 14 contains 65390 members 
Mstep: Class 15 contains 32059 members 
Mstep: Class 16 contains 9267 members 
Mstep: Class 17 contains 5293 members 
Mstep: Class 18 contains 10949 members 
Mstep: Class 19 contains 1542 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 20353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730725.000000 Penalty: 12581.587891
Iteration 121Q: 22 clusters Score -1.573072e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148027 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6503 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 122100 members 
Mstep: Class 6 contains 7447 members 
Mstep: Class 7 contains 40047 members 
Mstep: Class 8 contains 5367 members 
Mstep: Class 9 contains 4767 members 
Mstep: Class 10 contains 835 members 
Mstep: Class 11 contains 6650 members 
Mstep: Class 12 contains 12074 members 
Mstep: Class 13 contains 18508 members 
Mstep: Class 14 contains 65361 members 
Mstep: Class 15 contains 32061 members 
Mstep: Class 16 contains 9263 members 
Mstep: Class 17 contains 5296 members 
Mstep: Class 18 contains 10970 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 20377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730741.000000 Penalty: 12581.587891
Iteration 122Q: 22 clusters Score -1.573074e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 148006 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6502 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122131 members 
Mstep: Class 6 contains 7451 members 
Mstep: Class 7 contains 40124 members 
Mstep: Class 8 contains 5348 members 
Mstep: Class 9 contains 4769 members 
Mstep: Class 10 contains 830 members 
Mstep: Class 11 contains 6654 members 
Mstep: Class 12 contains 12073 members 
Mstep: Class 13 contains 18420 members 
Mstep: Class 14 contains 65339 members 
Mstep: Class 15 contains 32061 members 
Mstep: Class 16 contains 9258 members 
Mstep: Class 17 contains 5298 members 
Mstep: Class 18 contains 10993 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 20398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730707.000000 Penalty: 12581.587891
Iteration 123Q: 22 clusters Score -1.573071e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147994 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6500 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122158 members 
Mstep: Class 6 contains 7453 members 
Mstep: Class 7 contains 40198 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 4774 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 6654 members 
Mstep: Class 12 contains 12072 members 
Mstep: Class 13 contains 18332 members 
Mstep: Class 14 contains 65325 members 
Mstep: Class 15 contains 32060 members 
Mstep: Class 16 contains 9257 members 
Mstep: Class 17 contains 5298 members 
Mstep: Class 18 contains 11032 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 20403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730751.000000 Penalty: 12581.587891
Iteration 124Q: 22 clusters Score -1.573075e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147979 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6499 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122182 members 
Mstep: Class 6 contains 7453 members 
Mstep: Class 7 contains 40283 members 
Mstep: Class 8 contains 5303 members 
Mstep: Class 9 contains 4778 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 6650 members 
Mstep: Class 12 contains 12072 members 
Mstep: Class 13 contains 18234 members 
Mstep: Class 14 contains 65320 members 
Mstep: Class 15 contains 32059 members 
Mstep: Class 16 contains 9253 members 
Mstep: Class 17 contains 5298 members 
Mstep: Class 18 contains 11051 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 20415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730758.000000 Penalty: 12581.587891
Iteration 125Q: 22 clusters Score -1.573076e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147970 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6498 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122216 members 
Mstep: Class 6 contains 7456 members 
Mstep: Class 7 contains 40344 members 
Mstep: Class 8 contains 5280 members 
Mstep: Class 9 contains 4783 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 6650 members 
Mstep: Class 12 contains 12074 members 
Mstep: Class 13 contains 18139 members 
Mstep: Class 14 contains 65303 members 
Mstep: Class 15 contains 32056 members 
Mstep: Class 16 contains 9254 members 
Mstep: Class 17 contains 5301 members 
Mstep: Class 18 contains 11081 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 20423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730790.000000 Penalty: 12581.587891
Iteration 126Q: 22 clusters Score -1.573079e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147966 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6496 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122245 members 
Mstep: Class 6 contains 7463 members 
Mstep: Class 7 contains 40397 members 
Mstep: Class 8 contains 5261 members 
Mstep: Class 9 contains 4787 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 6652 members 
Mstep: Class 12 contains 12082 members 
Mstep: Class 13 contains 18055 members 
Mstep: Class 14 contains 65284 members 
Mstep: Class 15 contains 32054 members 
Mstep: Class 16 contains 9253 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 18 contains 11105 members 
Mstep: Class 19 contains 1538 members 
Mstep: Class 20 contains 2537 members 
Mstep: Class 21 contains 20424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730818.000000 Penalty: 12581.587891
Iteration 127Q: 22 clusters Score -1.573082e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147958 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6493 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 122262 members 
Mstep: Class 6 contains 7472 members 
Mstep: Class 7 contains 40461 members 
Mstep: Class 8 contains 5251 members 
Mstep: Class 9 contains 4791 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 6648 members 
Mstep: Class 12 contains 12083 members 
Mstep: Class 13 contains 17980 members 
Mstep: Class 14 contains 65272 members 
Mstep: Class 15 contains 32054 members 
Mstep: Class 16 contains 9251 members 
Mstep: Class 17 contains 5303 members 
Mstep: Class 18 contains 11126 members 
Mstep: Class 19 contains 1539 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 20427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730814.000000 Penalty: 12581.587891
Iteration 128Q: 22 clusters Score -1.573081e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147947 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6493 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 122276 members 
Mstep: Class 6 contains 7476 members 
Mstep: Class 7 contains 40525 members 
Mstep: Class 8 contains 5243 members 
Mstep: Class 9 contains 4798 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 6637 members 
Mstep: Class 12 contains 12086 members 
Mstep: Class 13 contains 17913 members 
Mstep: Class 14 contains 65257 members 
Mstep: Class 15 contains 32054 members 
Mstep: Class 16 contains 9248 members 
Mstep: Class 17 contains 5303 members 
Mstep: Class 18 contains 11142 members 
Mstep: Class 19 contains 1540 members 
Mstep: Class 20 contains 2538 members 
Mstep: Class 21 contains 20430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730841.000000 Penalty: 12581.587891
Iteration 129Q: 22 clusters Score -1.573084e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147932 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6493 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 122287 members 
Mstep: Class 6 contains 7483 members 
Mstep: Class 7 contains 40585 members 
Mstep: Class 8 contains 5242 members 
Mstep: Class 9 contains 4806 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 6629 members 
Mstep: Class 12 contains 12090 members 
Mstep: Class 13 contains 17844 members 
Mstep: Class 14 contains 65249 members 
Mstep: Class 15 contains 32054 members 
Mstep: Class 16 contains 9238 members 
Mstep: Class 17 contains 5303 members 
Mstep: Class 18 contains 11158 members 
Mstep: Class 19 contains 1541 members 
Mstep: Class 20 contains 2539 members 
Mstep: Class 21 contains 20433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730846.000000 Penalty: 12581.587891
Iteration 130Q: 22 clusters Score -1.573085e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147918 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6493 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 122301 members 
Mstep: Class 6 contains 7482 members 
Mstep: Class 7 contains 40634 members 
Mstep: Class 8 contains 5243 members 
Mstep: Class 9 contains 4814 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 6621 members 
Mstep: Class 12 contains 12098 members 
Mstep: Class 13 contains 17784 members 
Mstep: Class 14 contains 65237 members 
Mstep: Class 15 contains 32056 members 
Mstep: Class 16 contains 9227 members 
Mstep: Class 17 contains 5304 members 
Mstep: Class 18 contains 11173 members 
Mstep: Class 19 contains 1543 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 20438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730826.000000 Penalty: 12581.587891
Iteration 131Q: 22 clusters Score -1.573083e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147904 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6492 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 122310 members 
Mstep: Class 6 contains 7486 members 
Mstep: Class 7 contains 40688 members 
Mstep: Class 8 contains 5251 members 
Mstep: Class 9 contains 4822 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 6611 members 
Mstep: Class 12 contains 12097 members 
Mstep: Class 13 contains 17729 members 
Mstep: Class 14 contains 65223 members 
Mstep: Class 15 contains 32061 members 
Mstep: Class 16 contains 9218 members 
Mstep: Class 17 contains 5305 members 
Mstep: Class 18 contains 11184 members 
Mstep: Class 19 contains 1548 members 
Mstep: Class 20 contains 2540 members 
Mstep: Class 21 contains 20438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730852.000000 Penalty: 12581.587891
Iteration 132Q: 22 clusters Score -1.573085e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147894 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6490 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122323 members 
Mstep: Class 6 contains 7496 members 
Mstep: Class 7 contains 40759 members 
Mstep: Class 8 contains 5254 members 
Mstep: Class 9 contains 4827 members 
Mstep: Class 10 contains 820 members 
Mstep: Class 11 contains 6608 members 
Mstep: Class 12 contains 12098 members 
Mstep: Class 13 contains 17657 members 
Mstep: Class 14 contains 65207 members 
Mstep: Class 15 contains 32063 members 
Mstep: Class 16 contains 9209 members 
Mstep: Class 17 contains 5306 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 1551 members 
Mstep: Class 20 contains 2539 members 
Mstep: Class 21 contains 20436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730851.000000 Penalty: 12581.587891
Iteration 133Q: 22 clusters Score -1.573085e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147883 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6489 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 122341 members 
Mstep: Class 6 contains 7499 members 
Mstep: Class 7 contains 40825 members 
Mstep: Class 8 contains 5252 members 
Mstep: Class 9 contains 4834 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 6602 members 
Mstep: Class 12 contains 12096 members 
Mstep: Class 13 contains 17594 members 
Mstep: Class 14 contains 65189 members 
Mstep: Class 15 contains 32064 members 
Mstep: Class 16 contains 9206 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 11199 members 
Mstep: Class 19 contains 1554 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 20439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730888.000000 Penalty: 12581.587891
Iteration 134Q: 22 clusters Score -1.573089e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147878 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6485 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122360 members 
Mstep: Class 6 contains 7501 members 
Mstep: Class 7 contains 40877 members 
Mstep: Class 8 contains 5251 members 
Mstep: Class 9 contains 4842 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 6596 members 
Mstep: Class 12 contains 12095 members 
Mstep: Class 13 contains 17542 members 
Mstep: Class 14 contains 65173 members 
Mstep: Class 15 contains 32068 members 
Mstep: Class 16 contains 9200 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 11204 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 20443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730874.000000 Penalty: 12581.587891
Iteration 135Q: 22 clusters Score -1.573087e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147876 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6484 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122377 members 
Mstep: Class 6 contains 7502 members 
Mstep: Class 7 contains 40927 members 
Mstep: Class 8 contains 5251 members 
Mstep: Class 9 contains 4847 members 
Mstep: Class 10 contains 813 members 
Mstep: Class 11 contains 6590 members 
Mstep: Class 12 contains 12092 members 
Mstep: Class 13 contains 17487 members 
Mstep: Class 14 contains 65159 members 
Mstep: Class 15 contains 32068 members 
Mstep: Class 16 contains 9199 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 11210 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 20449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730892.000000 Penalty: 12581.587891
Iteration 136Q: 22 clusters Score -1.573089e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147875 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6479 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122395 members 
Mstep: Class 6 contains 7501 members 
Mstep: Class 7 contains 40964 members 
Mstep: Class 8 contains 5245 members 
Mstep: Class 9 contains 4851 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6587 members 
Mstep: Class 12 contains 12090 members 
Mstep: Class 13 contains 17451 members 
Mstep: Class 14 contains 65145 members 
Mstep: Class 15 contains 32068 members 
Mstep: Class 16 contains 9199 members 
Mstep: Class 17 contains 5311 members 
Mstep: Class 18 contains 11212 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 20454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730906.000000 Penalty: 12581.587891
Iteration 137Q: 22 clusters Score -1.573091e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147870 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6477 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122406 members 
Mstep: Class 6 contains 7500 members 
Mstep: Class 7 contains 41007 members 
Mstep: Class 8 contains 5237 members 
Mstep: Class 9 contains 4854 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6581 members 
Mstep: Class 12 contains 12086 members 
Mstep: Class 13 contains 17419 members 
Mstep: Class 14 contains 65141 members 
Mstep: Class 15 contains 32069 members 
Mstep: Class 16 contains 9196 members 
Mstep: Class 17 contains 5311 members 
Mstep: Class 18 contains 11217 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 20457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730898.000000 Penalty: 12581.587891
Iteration 138Q: 22 clusters Score -1.57309e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147868 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6472 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122414 members 
Mstep: Class 6 contains 7499 members 
Mstep: Class 7 contains 41055 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 4859 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6576 members 
Mstep: Class 12 contains 12084 members 
Mstep: Class 13 contains 17384 members 
Mstep: Class 14 contains 65136 members 
Mstep: Class 15 contains 32067 members 
Mstep: Class 16 contains 9196 members 
Mstep: Class 17 contains 5312 members 
Mstep: Class 18 contains 11217 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 2536 members 
Mstep: Class 21 contains 20460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730910.000000 Penalty: 12581.587891
Iteration 139Q: 22 clusters Score -1.573091e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147862 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6471 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122418 members 
Mstep: Class 6 contains 7498 members 
Mstep: Class 7 contains 41092 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 4864 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6576 members 
Mstep: Class 12 contains 12085 members 
Mstep: Class 13 contains 17354 members 
Mstep: Class 14 contains 65135 members 
Mstep: Class 15 contains 32066 members 
Mstep: Class 16 contains 9195 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 11215 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 2535 members 
Mstep: Class 21 contains 20459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730912.000000 Penalty: 12581.587891
Iteration 140F: 22 clusters Score -1.573091e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147856 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6469 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122426 members 
Mstep: Class 6 contains 7499 members 
Mstep: Class 7 contains 41145 members 
Mstep: Class 8 contains 5218 members 
Mstep: Class 9 contains 4868 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6574 members 
Mstep: Class 12 contains 12085 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 65133 members 
Mstep: Class 15 contains 32065 members 
Mstep: Class 16 contains 9193 members 
Mstep: Class 17 contains 5314 members 
Mstep: Class 18 contains 11209 members 
Mstep: Class 19 contains 1555 members 
Mstep: Class 20 contains 2534 members 
Mstep: Class 21 contains 20460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730886.000000 Penalty: 12581.587891
Iteration 141Q: 22 clusters Score -1.573089e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147854 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6467 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122428 members 
Mstep: Class 6 contains 7499 members 
Mstep: Class 7 contains 41195 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 4868 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6573 members 
Mstep: Class 12 contains 12083 members 
Mstep: Class 13 contains 17273 members 
Mstep: Class 14 contains 65129 members 
Mstep: Class 15 contains 32067 members 
Mstep: Class 16 contains 9191 members 
Mstep: Class 17 contains 5316 members 
Mstep: Class 18 contains 11206 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 20460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730865.000000 Penalty: 12581.587891
Iteration 142Q: 22 clusters Score -1.573086e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147849 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6463 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122429 members 
Mstep: Class 6 contains 7500 members 
Mstep: Class 7 contains 41241 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 4869 members 
Mstep: Class 10 contains 811 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 12081 members 
Mstep: Class 13 contains 17233 members 
Mstep: Class 14 contains 65126 members 
Mstep: Class 15 contains 32071 members 
Mstep: Class 16 contains 9188 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 20460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730845.000000 Penalty: 12581.587891
Iteration 143Q: 22 clusters Score -1.573084e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147851 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6462 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122432 members 
Mstep: Class 6 contains 7502 members 
Mstep: Class 7 contains 41283 members 
Mstep: Class 8 contains 5230 members 
Mstep: Class 9 contains 4869 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 12076 members 
Mstep: Class 13 contains 17191 members 
Mstep: Class 14 contains 65120 members 
Mstep: Class 15 contains 32072 members 
Mstep: Class 16 contains 9186 members 
Mstep: Class 17 contains 5322 members 
Mstep: Class 18 contains 11205 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 20460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730841.000000 Penalty: 12581.587891
Iteration 144Q: 22 clusters Score -1.573084e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147856 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6461 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122439 members 
Mstep: Class 6 contains 7501 members 
Mstep: Class 7 contains 41325 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 4869 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 12069 members 
Mstep: Class 13 contains 17156 members 
Mstep: Class 14 contains 65119 members 
Mstep: Class 15 contains 32071 members 
Mstep: Class 16 contains 9185 members 
Mstep: Class 17 contains 5323 members 
Mstep: Class 18 contains 11205 members 
Mstep: Class 19 contains 1557 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 20457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730852.000000 Penalty: 12581.587891
Iteration 145Q: 22 clusters Score -1.573085e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147858 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6457 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122452 members 
Mstep: Class 6 contains 7504 members 
Mstep: Class 7 contains 41357 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 4869 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6572 members 
Mstep: Class 12 contains 12064 members 
Mstep: Class 13 contains 17121 members 
Mstep: Class 14 contains 65118 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 9185 members 
Mstep: Class 17 contains 5323 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 1558 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 20455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730843.000000 Penalty: 12581.587891
Iteration 146Q: 22 clusters Score -1.573084e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147864 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6451 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122470 members 
Mstep: Class 6 contains 7505 members 
Mstep: Class 7 contains 41378 members 
Mstep: Class 8 contains 5225 members 
Mstep: Class 9 contains 4869 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6570 members 
Mstep: Class 12 contains 12059 members 
Mstep: Class 13 contains 17093 members 
Mstep: Class 14 contains 65115 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 9185 members 
Mstep: Class 17 contains 5324 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 19 contains 1559 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 20454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730855.000000 Penalty: 12581.587891
Iteration 147Q: 22 clusters Score -1.573086e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147866 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6443 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122485 members 
Mstep: Class 6 contains 7507 members 
Mstep: Class 7 contains 41412 members 
Mstep: Class 8 contains 5224 members 
Mstep: Class 9 contains 4869 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6569 members 
Mstep: Class 12 contains 12049 members 
Mstep: Class 13 contains 17065 members 
Mstep: Class 14 contains 65111 members 
Mstep: Class 15 contains 32069 members 
Mstep: Class 16 contains 9186 members 
Mstep: Class 17 contains 5323 members 
Mstep: Class 18 contains 11197 members 
Mstep: Class 19 contains 1563 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 20453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730836.000000 Penalty: 12581.587891
Iteration 148Q: 22 clusters Score -1.573084e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147869 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6435 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122492 members 
Mstep: Class 6 contains 7509 members 
Mstep: Class 7 contains 41442 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 4870 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6568 members 
Mstep: Class 12 contains 12046 members 
Mstep: Class 13 contains 17033 members 
Mstep: Class 14 contains 65109 members 
Mstep: Class 15 contains 32069 members 
Mstep: Class 16 contains 9186 members 
Mstep: Class 17 contains 5322 members 
Mstep: Class 18 contains 11198 members 
Mstep: Class 19 contains 1567 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 20453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730849.000000 Penalty: 12581.587891
Iteration 149Q: 22 clusters Score -1.573085e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147873 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6426 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122503 members 
Mstep: Class 6 contains 7511 members 
Mstep: Class 7 contains 41475 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 4871 members 
Mstep: Class 10 contains 811 members 
Mstep: Class 11 contains 6565 members 
Mstep: Class 12 contains 12041 members 
Mstep: Class 13 contains 16996 members 
Mstep: Class 14 contains 65106 members 
Mstep: Class 15 contains 32069 members 
Mstep: Class 16 contains 9185 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 11203 members 
Mstep: Class 19 contains 1571 members 
Mstep: Class 20 contains 2531 members 
Mstep: Class 21 contains 20451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730885.000000 Penalty: 12581.587891
Iteration 150Q: 22 clusters Score -1.573088e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147872 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6422 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122518 members 
Mstep: Class 6 contains 7514 members 
Mstep: Class 7 contains 41507 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 4872 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6565 members 
Mstep: Class 12 contains 12034 members 
Mstep: Class 13 contains 16961 members 
Mstep: Class 14 contains 65100 members 
Mstep: Class 15 contains 32069 members 
Mstep: Class 16 contains 9186 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 11202 members 
Mstep: Class 19 contains 1574 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 20448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730898.000000 Penalty: 12581.587891
Iteration 151Q: 22 clusters Score -1.57309e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147876 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6412 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122529 members 
Mstep: Class 6 contains 7519 members 
Mstep: Class 7 contains 41557 members 
Mstep: Class 8 contains 5228 members 
Mstep: Class 9 contains 4872 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6565 members 
Mstep: Class 12 contains 12020 members 
Mstep: Class 13 contains 16919 members 
Mstep: Class 14 contains 65096 members 
Mstep: Class 15 contains 32069 members 
Mstep: Class 16 contains 9181 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11202 members 
Mstep: Class 19 contains 1577 members 
Mstep: Class 20 contains 2533 members 
Mstep: Class 21 contains 20449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730908.000000 Penalty: 12581.587891
Iteration 152Q: 22 clusters Score -1.573091e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147876 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6410 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 122540 members 
Mstep: Class 6 contains 7522 members 
Mstep: Class 7 contains 41599 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 4872 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 12008 members 
Mstep: Class 13 contains 16888 members 
Mstep: Class 14 contains 65089 members 
Mstep: Class 15 contains 32069 members 
Mstep: Class 16 contains 9176 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11204 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 20447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730895.000000 Penalty: 12581.587891
Iteration 153Q: 22 clusters Score -1.57309e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147875 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6409 members 
Mstep: Class 4 contains 2156 members 
Mstep: Class 5 contains 122552 members 
Mstep: Class 6 contains 7525 members 
Mstep: Class 7 contains 41627 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 4872 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 12005 members 
Mstep: Class 13 contains 16863 members 
Mstep: Class 14 contains 65080 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 9175 members 
Mstep: Class 17 contains 5314 members 
Mstep: Class 18 contains 11204 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 20447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730889.000000 Penalty: 12581.587891
Iteration 154Q: 22 clusters Score -1.573089e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147875 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6408 members 
Mstep: Class 4 contains 2155 members 
Mstep: Class 5 contains 122559 members 
Mstep: Class 6 contains 7533 members 
Mstep: Class 7 contains 41653 members 
Mstep: Class 8 contains 5229 members 
Mstep: Class 9 contains 4872 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 12001 members 
Mstep: Class 13 contains 16831 members 
Mstep: Class 14 contains 65079 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 9173 members 
Mstep: Class 17 contains 5314 members 
Mstep: Class 18 contains 11205 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 20446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730873.000000 Penalty: 12581.587891
Iteration 155Q: 22 clusters Score -1.573087e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147875 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6409 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 122566 members 
Mstep: Class 6 contains 7541 members 
Mstep: Class 7 contains 41675 members 
Mstep: Class 8 contains 5230 members 
Mstep: Class 9 contains 4872 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 16802 members 
Mstep: Class 14 contains 65077 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 9170 members 
Mstep: Class 17 contains 5313 members 
Mstep: Class 18 contains 11207 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 20444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730886.000000 Penalty: 12581.587891
Iteration 156Q: 22 clusters Score -1.573089e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147873 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6409 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 122573 members 
Mstep: Class 6 contains 7544 members 
Mstep: Class 7 contains 41698 members 
Mstep: Class 8 contains 5228 members 
Mstep: Class 9 contains 4872 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 11995 members 
Mstep: Class 13 contains 16774 members 
Mstep: Class 14 contains 65077 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 9169 members 
Mstep: Class 17 contains 5312 members 
Mstep: Class 18 contains 11210 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 20445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730894.000000 Penalty: 12581.587891
Iteration 157Q: 22 clusters Score -1.573089e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147874 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6408 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 122580 members 
Mstep: Class 6 contains 7546 members 
Mstep: Class 7 contains 41716 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 4872 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 11995 members 
Mstep: Class 13 contains 16755 members 
Mstep: Class 14 contains 65077 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 9167 members 
Mstep: Class 17 contains 5309 members 
Mstep: Class 18 contains 11211 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 2532 members 
Mstep: Class 21 contains 20443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730897.000000 Penalty: 12581.587891
Iteration 158Q: 22 clusters Score -1.57309e+07 nChanged 41
Entering ConstructFrom: 
Score: -15730897.000000 Penalty: 12581.587891
Entering ConstructFrom: 
Trying to split cluster 1 (147874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147874 members 
Entering Unmasked Estep 
Score: -4912912.000000 Penalty: 541.637268
	Iteration 0F: 2 clusters Score -4912912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74263 members 
Mstep: Class 2 contains 73611 members 
Entering Unmasked Estep 
Score: -4812974.000000 Penalty: 1083.274536
	Iteration 0F: 3 clusters Score -4812974 nChanged 72337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84080 members 
Mstep: Class 2 contains 63794 members 
Entering Unmasked Estep 
Score: -4858410.500000 Penalty: 1083.274536
	Iteration 1F: 3 clusters Score -4858410 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90952 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -4862148.500000 Penalty: 1083.274536
	Iteration 2F: 3 clusters Score -4862148 nChanged 10415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100739 members 
Mstep: Class 2 contains 47135 members 
Entering Unmasked Estep 
Score: -4868680.500000 Penalty: 1083.274536
	Iteration 3F: 3 clusters Score -4868680 nChanged 12698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113099 members 
Mstep: Class 2 contains 34775 members 
Entering Unmasked Estep 
Score: -4878701.000000 Penalty: 1083.274536
	Iteration 4F: 3 clusters Score -4878701 nChanged 12971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125978 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -4890813.000000 Penalty: 1083.274536
	Iteration 5F: 3 clusters Score -4890813 nChanged 10766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136718 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -4901785.500000 Penalty: 1083.274536
	Iteration 6F: 3 clusters Score -4901786 nChanged 6735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143443 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -4908538.000000 Penalty: 1083.274536
	Iteration 7Q: 3 clusters Score -4908538 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146325 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4911270.500000 Penalty: 1083.274536
	Iteration 8Q: 3 clusters Score -4911270 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147295 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4912101.000000 Penalty: 1083.274536
	Iteration 9Q: 3 clusters Score -4912101 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147584 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -4912314.500000 Penalty: 1083.274536
	Iteration 10Q: 3 clusters Score -4912314 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147665 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -4912371.000000 Penalty: 1083.274536
	Iteration 11Q: 3 clusters Score -4912371 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147692 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -4912398.500000 Penalty: 1083.274536
	Iteration 12Q: 3 clusters Score -4912398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147717 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4912436.000000 Penalty: 1083.274536
	Iteration 13Q: 3 clusters Score -4912436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147728 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4912474.500000 Penalty: 1083.274536
	Iteration 14Q: 3 clusters Score -4912474 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147727 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4912497.500000 Penalty: 1083.274536
	Iteration 15Q: 3 clusters Score -4912498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147724 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4912517.000000 Penalty: 1083.274536
	Iteration 16Q: 3 clusters Score -4912517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147718 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4912531.000000 Penalty: 1083.274536
	Iteration 17Q: 3 clusters Score -4912531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147716 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4912538.500000 Penalty: 1083.274536
	Iteration 18Q: 3 clusters Score -4912538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147713 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4912541.500000 Penalty: 1083.274536
	Iteration 19Q: 3 clusters Score -4912542 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147709 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4912547.000000 Penalty: 1083.274536
	Iteration 20F: 3 clusters Score -4912547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147708 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4912549.500000 Penalty: 1083.274536
	Iteration 21Q: 3 clusters Score -4912550 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147709 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4912546.500000 Penalty: 1083.274536
	Iteration 22Q: 3 clusters Score -4912546 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147709 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -4912551.500000 Penalty: 1083.274536
	Iteration 23Q: 3 clusters Score -4912552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147710 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -4912551.500000 Penalty: 1083.274536
	Iteration 24Q: 3 clusters Score -4912552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147708 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -4912554.000000 Penalty: 1083.274536
	Iteration 25Q: 3 clusters Score -4912554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147707 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -4912553.000000 Penalty: 1083.274536
	Iteration 26Q: 3 clusters Score -4912553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147705 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4912558.000000 Penalty: 1083.274536
	Iteration 27Q: 3 clusters Score -4912558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147705 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -4912558.000000 Penalty: 1083.274536
	Iteration 28F: 3 clusters Score -4912558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Entering Unmasked Estep 
Score: -37296.941406 Penalty: 321.095184
	Iteration 0F: 2 clusters Score -37296.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -36417.855469 Penalty: 642.190369
	Iteration 0F: 3 clusters Score -36417.86 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -36632.621094 Penalty: 642.190369
	Iteration 1F: 3 clusters Score -36632.62 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -36692.218750 Penalty: 642.190369
	Iteration 2F: 3 clusters Score -36692.22 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -36744.039062 Penalty: 642.190369
	Iteration 3F: 3 clusters Score -36744.04 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -36796.312500 Penalty: 642.190369
	Iteration 4F: 3 clusters Score -36796.31 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -36827.539062 Penalty: 642.190369
	Iteration 5Q: 3 clusters Score -36827.54 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -36857.535156 Penalty: 642.190369
	Iteration 6Q: 3 clusters Score -36857.54 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -36883.257812 Penalty: 642.190369
	Iteration 7Q: 3 clusters Score -36883.26 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -36906.308594 Penalty: 642.190369
	Iteration 8Q: 3 clusters Score -36906.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -36928.078125 Penalty: 642.190369
	Iteration 9Q: 3 clusters Score -36928.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -36941.695312 Penalty: 642.190369
	Iteration 10Q: 3 clusters Score -36941.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -36948.468750 Penalty: 642.190369
	Iteration 11Q: 3 clusters Score -36948.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -36955.195312 Penalty: 642.190369
	Iteration 12Q: 3 clusters Score -36955.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -36960.347656 Penalty: 642.190369
	Iteration 13Q: 3 clusters Score -36960.35 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -36967.167969 Penalty: 642.190369
	Iteration 14Q: 3 clusters Score -36967.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -36971.636719 Penalty: 642.190369
	Iteration 15Q: 3 clusters Score -36971.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -36974.515625 Penalty: 642.190369
	Iteration 16Q: 3 clusters Score -36974.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -36977.253906 Penalty: 642.190369
	Iteration 17Q: 3 clusters Score -36977.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -36981.898438 Penalty: 642.190369
	Iteration 18Q: 3 clusters Score -36981.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -36991.429688 Penalty: 642.190369
	Iteration 19Q: 3 clusters Score -36991.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -36994.597656 Penalty: 642.190369
	Iteration 20F: 3 clusters Score -36994.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -36997.484375 Penalty: 642.190369
	Iteration 21Q: 3 clusters Score -36997.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -37002.636719 Penalty: 642.190369
	Iteration 22Q: 3 clusters Score -37002.64 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -37008.597656 Penalty: 642.190369
	Iteration 23Q: 3 clusters Score -37008.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -37013.007812 Penalty: 642.190369
	Iteration 24Q: 3 clusters Score -37013.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -37014.808594 Penalty: 642.190369
	Iteration 25Q: 3 clusters Score -37014.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -37017.628906 Penalty: 642.190369
	Iteration 26Q: 3 clusters Score -37017.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -37019.984375 Penalty: 642.190369
	Iteration 27Q: 3 clusters Score -37019.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -37021.480469 Penalty: 642.190369
	Iteration 28Q: 3 clusters Score -37021.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -37022.953125 Penalty: 642.190369
	Iteration 29Q: 3 clusters Score -37022.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -37023.808594 Penalty: 642.190369
	Iteration 30Q: 3 clusters Score -37023.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -37025.015625 Penalty: 642.190369
	Iteration 31Q: 3 clusters Score -37025.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -37026.250000 Penalty: 642.190369
	Iteration 32Q: 3 clusters Score -37026.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -37027.148438 Penalty: 642.190369
	Iteration 33Q: 3 clusters Score -37027.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -37028.316406 Penalty: 642.190369
	Iteration 34Q: 3 clusters Score -37028.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -37029.160156 Penalty: 642.190369
	Iteration 35Q: 3 clusters Score -37029.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -37029.535156 Penalty: 642.190369
	Iteration 36Q: 3 clusters Score -37029.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -37029.640625 Penalty: 642.190369
	Iteration 37Q: 3 clusters Score -37029.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -37029.640625 Penalty: 642.190369
	Iteration 38F: 3 clusters Score -37029.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (6407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Entering Unmasked Estep 
Score: -190012.828125 Penalty: 398.814148
	Iteration 0F: 2 clusters Score -190012.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -185708.390625 Penalty: 797.628296
	Iteration 0F: 3 clusters Score -185708.4 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -187516.171875 Penalty: 797.628296
	Iteration 1F: 3 clusters Score -187516.2 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -187819.281250 Penalty: 797.628296
	Iteration 2F: 3 clusters Score -187819.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -188144.578125 Penalty: 797.628296
	Iteration 3F: 3 clusters Score -188144.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -188452.765625 Penalty: 797.628296
	Iteration 4F: 3 clusters Score -188452.8 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -188740.406250 Penalty: 797.628296
	Iteration 5F: 3 clusters Score -188740.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -188948.812500 Penalty: 797.628296
	Iteration 6Q: 3 clusters Score -188948.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -189124.515625 Penalty: 797.628296
	Iteration 7Q: 3 clusters Score -189124.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -189267.375000 Penalty: 797.628296
	Iteration 8Q: 3 clusters Score -189267.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -189358.859375 Penalty: 797.628296
	Iteration 9Q: 3 clusters Score -189358.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -189423.234375 Penalty: 797.628296
	Iteration 10Q: 3 clusters Score -189423.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -189472.421875 Penalty: 797.628296
	Iteration 11Q: 3 clusters Score -189472.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -189512.015625 Penalty: 797.628296
	Iteration 12Q: 3 clusters Score -189512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -189541.875000 Penalty: 797.628296
	Iteration 13Q: 3 clusters Score -189541.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -189557.718750 Penalty: 797.628296
	Iteration 14Q: 3 clusters Score -189557.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -189576.421875 Penalty: 797.628296
	Iteration 15Q: 3 clusters Score -189576.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -189596.281250 Penalty: 797.628296
	Iteration 16Q: 3 clusters Score -189596.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -189618.390625 Penalty: 797.628296
	Iteration 17Q: 3 clusters Score -189618.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -189634.203125 Penalty: 797.628296
	Iteration 18Q: 3 clusters Score -189634.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -189653.390625 Penalty: 797.628296
	Iteration 19Q: 3 clusters Score -189653.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -189670.468750 Penalty: 797.628296
	Iteration 20F: 3 clusters Score -189670.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -189680.734375 Penalty: 797.628296
	Iteration 21Q: 3 clusters Score -189680.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -189689.312500 Penalty: 797.628296
	Iteration 22Q: 3 clusters Score -189689.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -189697.218750 Penalty: 797.628296
	Iteration 23Q: 3 clusters Score -189697.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -189703.437500 Penalty: 797.628296
	Iteration 24Q: 3 clusters Score -189703.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -189706.984375 Penalty: 797.628296
	Iteration 25Q: 3 clusters Score -189707 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -189710.500000 Penalty: 797.628296
	Iteration 26Q: 3 clusters Score -189710.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -189714.062500 Penalty: 797.628296
	Iteration 27Q: 3 clusters Score -189714.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -189717.796875 Penalty: 797.628296
	Iteration 28Q: 3 clusters Score -189717.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -189720.843750 Penalty: 797.628296
	Iteration 29Q: 3 clusters Score -189720.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -189723.109375 Penalty: 797.628296
	Iteration 30Q: 3 clusters Score -189723.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -189726.171875 Penalty: 797.628296
	Iteration 31Q: 3 clusters Score -189726.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -189727.640625 Penalty: 797.628296
	Iteration 32Q: 3 clusters Score -189727.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -189727.671875 Penalty: 797.628296
	Iteration 33Q: 3 clusters Score -189727.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -189727.671875 Penalty: 797.628296
	Iteration 34F: 3 clusters Score -189727.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Entering Unmasked Estep 
Score: -68185.851562 Penalty: 349.216217
	Iteration 0F: 2 clusters Score -68185.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -66617.000000 Penalty: 698.432434
	Iteration 0F: 3 clusters Score -66617 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -67092.648438 Penalty: 698.432434
	Iteration 1F: 3 clusters Score -67092.65 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -67171.578125 Penalty: 698.432434
	Iteration 2F: 3 clusters Score -67171.58 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -67234.843750 Penalty: 698.432434
	Iteration 3F: 3 clusters Score -67234.84 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -67298.445312 Penalty: 698.432434
	Iteration 4F: 3 clusters Score -67298.45 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -67352.953125 Penalty: 698.432434
	Iteration 5Q: 3 clusters Score -67352.95 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -67411.601562 Penalty: 698.432434
	Iteration 6Q: 3 clusters Score -67411.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -67461.375000 Penalty: 698.432434
	Iteration 7Q: 3 clusters Score -67461.38 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -67504.148438 Penalty: 698.432434
	Iteration 8Q: 3 clusters Score -67504.15 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -67537.015625 Penalty: 698.432434
	Iteration 9Q: 3 clusters Score -67537.02 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -67566.179688 Penalty: 698.432434
	Iteration 10Q: 3 clusters Score -67566.18 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -67599.921875 Penalty: 698.432434
	Iteration 11Q: 3 clusters Score -67599.92 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -67624.203125 Penalty: 698.432434
	Iteration 12Q: 3 clusters Score -67624.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -67638.164062 Penalty: 698.432434
	Iteration 13Q: 3 clusters Score -67638.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -67650.359375 Penalty: 698.432434
	Iteration 14Q: 3 clusters Score -67650.36 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -67664.585938 Penalty: 698.432434
	Iteration 15Q: 3 clusters Score -67664.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -67675.343750 Penalty: 698.432434
	Iteration 16Q: 3 clusters Score -67675.34 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -67688.789062 Penalty: 698.432434
	Iteration 17Q: 3 clusters Score -67688.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -67703.828125 Penalty: 698.432434
	Iteration 18Q: 3 clusters Score -67703.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -67716.992188 Penalty: 698.432434
	Iteration 19Q: 3 clusters Score -67716.99 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -67732.210938 Penalty: 698.432434
	Iteration 20F: 3 clusters Score -67732.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -67746.437500 Penalty: 698.432434
	Iteration 21Q: 3 clusters Score -67746.44 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -67760.789062 Penalty: 698.432434
	Iteration 22Q: 3 clusters Score -67760.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -67783.445312 Penalty: 698.432434
	Iteration 23Q: 3 clusters Score -67783.45 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -67796.039062 Penalty: 698.432434
	Iteration 24Q: 3 clusters Score -67796.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -67805.023438 Penalty: 698.432434
	Iteration 25Q: 3 clusters Score -67805.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -67810.960938 Penalty: 698.432434
	Iteration 26Q: 3 clusters Score -67810.96 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -67818.640625 Penalty: 698.432434
	Iteration 27Q: 3 clusters Score -67818.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -67830.210938 Penalty: 698.432434
	Iteration 28Q: 3 clusters Score -67830.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -67836.281250 Penalty: 698.432434
	Iteration 29Q: 3 clusters Score -67836.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -67839.476562 Penalty: 698.432434
	Iteration 30Q: 3 clusters Score -67839.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -67845.414062 Penalty: 698.432434
	Iteration 31Q: 3 clusters Score -67845.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -67851.250000 Penalty: 698.432434
	Iteration 32Q: 3 clusters Score -67851.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -67854.015625 Penalty: 698.432434
	Iteration 33Q: 3 clusters Score -67854.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -67856.234375 Penalty: 698.432434
	Iteration 34Q: 3 clusters Score -67856.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -67857.242188 Penalty: 698.432434
	Iteration 35Q: 3 clusters Score -67857.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -67858.765625 Penalty: 698.432434
	Iteration 36Q: 3 clusters Score -67858.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -67859.351562 Penalty: 698.432434
	Iteration 37Q: 3 clusters Score -67859.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -67860.835938 Penalty: 698.432434
	Iteration 38Q: 3 clusters Score -67860.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -67862.843750 Penalty: 698.432434
	Iteration 39Q: 3 clusters Score -67862.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -67863.875000 Penalty: 698.432434
	Iteration 40F: 3 clusters Score -67863.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -67864.250000 Penalty: 698.432434
	Iteration 41Q: 3 clusters Score -67864.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -67864.851562 Penalty: 698.432434
	Iteration 42Q: 3 clusters Score -67864.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -67865.289062 Penalty: 698.432434
	Iteration 43Q: 3 clusters Score -67865.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -67865.289062 Penalty: 698.432434
	Iteration 44Q: 3 clusters Score -67865.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -67865.289062 Penalty: 698.432434
	Iteration 45F: 3 clusters Score -67865.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122588 members 
Entering Unmasked Estep 
Score: -4028409.750000 Penalty: 533.104553
	Iteration 0F: 2 clusters Score -4028410 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61556 members 
Mstep: Class 2 contains 61032 members 
Entering Unmasked Estep 
Score: -3945549.500000 Penalty: 1066.209106
	Iteration 0F: 3 clusters Score -3945550 nChanged 60068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 52208 members 
Entering Unmasked Estep 
Score: -3982419.000000 Penalty: 1066.209106
	Iteration 1F: 3 clusters Score -3982419 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76561 members 
Mstep: Class 2 contains 46027 members 
Entering Unmasked Estep 
Score: -3985920.000000 Penalty: 1066.209106
	Iteration 2F: 3 clusters Score -3985920 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85446 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -3992130.750000 Penalty: 1066.209106
	Iteration 3F: 3 clusters Score -3992131 nChanged 10940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96116 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -4001225.500000 Penalty: 1066.209106
	Iteration 4F: 3 clusters Score -4001226 nChanged 10890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106932 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -4012017.250000 Penalty: 1066.209106
	Iteration 5F: 3 clusters Score -4012017 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115526 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -4021229.750000 Penalty: 1066.209106
	Iteration 6F: 3 clusters Score -4021230 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120108 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4025916.750000 Penalty: 1066.209106
	Iteration 7Q: 3 clusters Score -4025917 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121706 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -4027388.750000 Penalty: 1066.209106
	Iteration 8Q: 3 clusters Score -4027389 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122194 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4027802.250000 Penalty: 1066.209106
	Iteration 9Q: 3 clusters Score -4027802 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122344 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4027921.500000 Penalty: 1066.209106
	Iteration 10Q: 3 clusters Score -4027922 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122385 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4027970.250000 Penalty: 1066.209106
	Iteration 11Q: 3 clusters Score -4027970 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122394 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -4027996.500000 Penalty: 1066.209106
	Iteration 12Q: 3 clusters Score -4027996 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122398 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4028010.750000 Penalty: 1066.209106
	Iteration 13Q: 3 clusters Score -4028011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122396 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -4028023.000000 Penalty: 1066.209106
	Iteration 14Q: 3 clusters Score -4028023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122398 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4028031.750000 Penalty: 1066.209106
	Iteration 15Q: 3 clusters Score -4028032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122397 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -4028044.250000 Penalty: 1066.209106
	Iteration 16Q: 3 clusters Score -4028044 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122389 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4028053.750000 Penalty: 1066.209106
	Iteration 17Q: 3 clusters Score -4028054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122384 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -4028060.500000 Penalty: 1066.209106
	Iteration 18Q: 3 clusters Score -4028060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122377 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4028073.750000 Penalty: 1066.209106
	Iteration 19Q: 3 clusters Score -4028074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122371 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4028085.250000 Penalty: 1066.209106
	Iteration 20F: 3 clusters Score -4028085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122363 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4028087.250000 Penalty: 1066.209106
	Iteration 21Q: 3 clusters Score -4028087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122357 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4028082.250000 Penalty: 1066.209106
	Iteration 22Q: 3 clusters Score -4028082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122356 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -4028084.500000 Penalty: 1066.209106
	Iteration 23Q: 3 clusters Score -4028084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122353 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4028089.000000 Penalty: 1066.209106
	Iteration 24Q: 3 clusters Score -4028089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122345 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -4028091.000000 Penalty: 1066.209106
	Iteration 25Q: 3 clusters Score -4028091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122340 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -4028096.250000 Penalty: 1066.209106
	Iteration 26Q: 3 clusters Score -4028096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122337 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4028102.750000 Penalty: 1066.209106
	Iteration 27Q: 3 clusters Score -4028103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122334 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -4028104.250000 Penalty: 1066.209106
	Iteration 28Q: 3 clusters Score -4028104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122332 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4028104.250000 Penalty: 1066.209106
	Iteration 29Q: 3 clusters Score -4028104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122332 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4028104.250000 Penalty: 1066.209106
	Iteration 30F: 3 clusters Score -4028104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Entering Unmasked Estep 
Score: -232697.281250 Penalty: 406.271240
	Iteration 0F: 2 clusters Score -232697.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -227689.656250 Penalty: 812.542480
	Iteration 0F: 3 clusters Score -227689.7 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -229675.781250 Penalty: 812.542480
	Iteration 1F: 3 clusters Score -229675.8 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -230008.312500 Penalty: 812.542480
	Iteration 2F: 3 clusters Score -230008.3 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -230511.218750 Penalty: 812.542480
	Iteration 3F: 3 clusters Score -230511.2 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -231139.953125 Penalty: 812.542480
	Iteration 4F: 3 clusters Score -231140 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -231720.593750 Penalty: 812.542480
	Iteration 5F: 3 clusters Score -231720.6 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -232156.078125 Penalty: 812.542480
	Iteration 6F: 3 clusters Score -232156.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -232376.578125 Penalty: 812.542480
	Iteration 7Q: 3 clusters Score -232376.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -232491.140625 Penalty: 812.542480
	Iteration 8Q: 3 clusters Score -232491.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -232555.421875 Penalty: 812.542480
	Iteration 9Q: 3 clusters Score -232555.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -232569.359375 Penalty: 812.542480
	Iteration 10Q: 3 clusters Score -232569.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -232577.093750 Penalty: 812.542480
	Iteration 11Q: 3 clusters Score -232577.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -232580.218750 Penalty: 812.542480
	Iteration 12Q: 3 clusters Score -232580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -232581.812500 Penalty: 812.542480
	Iteration 13Q: 3 clusters Score -232581.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -232581.812500 Penalty: 812.542480
	Iteration 14F: 3 clusters Score -232581.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Entering Unmasked Estep 
Score: -1301681.500000 Penalty: 484.070129
	Iteration 0F: 2 clusters Score -1301682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -1273874.750000 Penalty: 968.140259
	Iteration 0F: 3 clusters Score -1273875 nChanged 20182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -1286944.000000 Penalty: 968.140259
	Iteration 1F: 3 clusters Score -1286944 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -1288627.750000 Penalty: 968.140259
	Iteration 2F: 3 clusters Score -1288628 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1290685.750000 Penalty: 968.140259
	Iteration 3F: 3 clusters Score -1290686 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1292868.250000 Penalty: 968.140259
	Iteration 4F: 3 clusters Score -1292868 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1294860.875000 Penalty: 968.140259
	Iteration 5F: 3 clusters Score -1294861 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1296586.000000 Penalty: 968.140259
	Iteration 6F: 3 clusters Score -1296586 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1298096.000000 Penalty: 968.140259
	Iteration 7Q: 3 clusters Score -1298096 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38827 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1299319.000000 Penalty: 968.140259
	Iteration 8Q: 3 clusters Score -1299319 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1300134.625000 Penalty: 968.140259
	Iteration 9Q: 3 clusters Score -1300135 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1300629.500000 Penalty: 968.140259
	Iteration 10Q: 3 clusters Score -1300630 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1300942.375000 Penalty: 968.140259
	Iteration 11Q: 3 clusters Score -1300942 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1301122.375000 Penalty: 968.140259
	Iteration 12Q: 3 clusters Score -1301122 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1301247.000000 Penalty: 968.140259
	Iteration 13Q: 3 clusters Score -1301247 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41217 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1301328.375000 Penalty: 968.140259
	Iteration 14Q: 3 clusters Score -1301328 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41274 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1301380.125000 Penalty: 968.140259
	Iteration 15Q: 3 clusters Score -1301380 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1301414.500000 Penalty: 968.140259
	Iteration 16Q: 3 clusters Score -1301414 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1301428.750000 Penalty: 968.140259
	Iteration 17Q: 3 clusters Score -1301429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41327 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1301439.875000 Penalty: 968.140259
	Iteration 18Q: 3 clusters Score -1301440 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1301452.875000 Penalty: 968.140259
	Iteration 19Q: 3 clusters Score -1301453 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41334 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -1301461.250000 Penalty: 968.140259
	Iteration 20F: 3 clusters Score -1301461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1301469.000000 Penalty: 968.140259
	Iteration 21Q: 3 clusters Score -1301469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1301481.625000 Penalty: 968.140259
	Iteration 22Q: 3 clusters Score -1301482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1301496.000000 Penalty: 968.140259
	Iteration 23Q: 3 clusters Score -1301496 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41331 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1301502.750000 Penalty: 968.140259
	Iteration 24Q: 3 clusters Score -1301503 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1301511.625000 Penalty: 968.140259
	Iteration 25Q: 3 clusters Score -1301512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1301514.000000 Penalty: 968.140259
	Iteration 26Q: 3 clusters Score -1301514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1301516.375000 Penalty: 968.140259
	Iteration 27Q: 3 clusters Score -1301516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1301521.125000 Penalty: 968.140259
	Iteration 28Q: 3 clusters Score -1301521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1301521.250000 Penalty: 968.140259
	Iteration 29Q: 3 clusters Score -1301521 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1301522.125000 Penalty: 968.140259
	Iteration 30Q: 3 clusters Score -1301522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1301525.625000 Penalty: 968.140259
	Iteration 31Q: 3 clusters Score -1301526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1301525.750000 Penalty: 968.140259
	Iteration 32Q: 3 clusters Score -1301526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1301527.125000 Penalty: 968.140259
	Iteration 33Q: 3 clusters Score -1301527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41311 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1301527.125000 Penalty: 968.140259
	Iteration 34F: 3 clusters Score -1301527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Entering Unmasked Estep 
Score: -173552.093750 Penalty: 389.543762
	Iteration 0F: 2 clusters Score -173552.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -170083.843750 Penalty: 779.087524
	Iteration 0F: 3 clusters Score -170083.8 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -171341.734375 Penalty: 779.087524
	Iteration 1F: 3 clusters Score -171341.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -171484.031250 Penalty: 779.087524
	Iteration 2F: 3 clusters Score -171484 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -171684.703125 Penalty: 779.087524
	Iteration 3F: 3 clusters Score -171684.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -171949.312500 Penalty: 779.087524
	Iteration 4F: 3 clusters Score -171949.3 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -172242.000000 Penalty: 779.087524
	Iteration 5F: 3 clusters Score -172242 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -172462.640625 Penalty: 779.087524
	Iteration 6F: 3 clusters Score -172462.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -172574.984375 Penalty: 779.087524
	Iteration 7Q: 3 clusters Score -172575 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -172623.156250 Penalty: 779.087524
	Iteration 8Q: 3 clusters Score -172623.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -172657.781250 Penalty: 779.087524
	Iteration 9Q: 3 clusters Score -172657.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -172702.406250 Penalty: 779.087524
	Iteration 10Q: 3 clusters Score -172702.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -172734.500000 Penalty: 779.087524
	Iteration 11Q: 3 clusters Score -172734.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -172760.593750 Penalty: 779.087524
	Iteration 12Q: 3 clusters Score -172760.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -172788.359375 Penalty: 779.087524
	Iteration 13Q: 3 clusters Score -172788.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -172828.593750 Penalty: 779.087524
	Iteration 14Q: 3 clusters Score -172828.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -172873.109375 Penalty: 779.087524
	Iteration 15Q: 3 clusters Score -172873.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -172905.062500 Penalty: 779.087524
	Iteration 16Q: 3 clusters Score -172905.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -172937.484375 Penalty: 779.087524
	Iteration 17Q: 3 clusters Score -172937.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -172964.218750 Penalty: 779.087524
	Iteration 18Q: 3 clusters Score -172964.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -172991.906250 Penalty: 779.087524
	Iteration 19Q: 3 clusters Score -172991.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -173022.328125 Penalty: 779.087524
	Iteration 20F: 3 clusters Score -173022.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -173046.093750 Penalty: 779.087524
	Iteration 21Q: 3 clusters Score -173046.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -173075.843750 Penalty: 779.087524
	Iteration 22Q: 3 clusters Score -173075.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -173104.171875 Penalty: 779.087524
	Iteration 23Q: 3 clusters Score -173104.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -173123.796875 Penalty: 779.087524
	Iteration 24Q: 3 clusters Score -173123.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -173139.546875 Penalty: 779.087524
	Iteration 25Q: 3 clusters Score -173139.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -173159.484375 Penalty: 779.087524
	Iteration 26Q: 3 clusters Score -173159.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -173184.375000 Penalty: 779.087524
	Iteration 27Q: 3 clusters Score -173184.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -173209.984375 Penalty: 779.087524
	Iteration 28Q: 3 clusters Score -173210 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -173217.656250 Penalty: 779.087524
	Iteration 29Q: 3 clusters Score -173217.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -173222.875000 Penalty: 779.087524
	Iteration 30Q: 3 clusters Score -173222.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -173227.125000 Penalty: 779.087524
	Iteration 31Q: 3 clusters Score -173227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -173228.328125 Penalty: 779.087524
	Iteration 32Q: 3 clusters Score -173228.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -173228.796875 Penalty: 779.087524
	Iteration 33Q: 3 clusters Score -173228.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -173228.765625 Penalty: 779.087524
	Iteration 34Q: 3 clusters Score -173228.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -173228.765625 Penalty: 779.087524
	Iteration 35F: 3 clusters Score -173228.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Entering Unmasked Estep 
Score: -160384.609375 Penalty: 386.361633
	Iteration 0F: 2 clusters Score -160384.6 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 2462 members 
Entering Unmasked Estep 
Score: -157142.734375 Penalty: 772.723267
	Iteration 0F: 3 clusters Score -157142.7 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -158529.515625 Penalty: 772.723267
	Iteration 1F: 3 clusters Score -158529.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -158831.968750 Penalty: 772.723267
	Iteration 2F: 3 clusters Score -158832 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -159199.359375 Penalty: 772.723267
	Iteration 3F: 3 clusters Score -159199.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -159601.296875 Penalty: 772.723267
	Iteration 4F: 3 clusters Score -159601.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -159919.203125 Penalty: 772.723267
	Iteration 5F: 3 clusters Score -159919.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -160102.375000 Penalty: 772.723267
	Iteration 6Q: 3 clusters Score -160102.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -160165.781250 Penalty: 772.723267
	Iteration 7Q: 3 clusters Score -160165.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -160201.218750 Penalty: 772.723267
	Iteration 8Q: 3 clusters Score -160201.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -160218.078125 Penalty: 772.723267
	Iteration 9Q: 3 clusters Score -160218.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -160228.796875 Penalty: 772.723267
	Iteration 10Q: 3 clusters Score -160228.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -160235.453125 Penalty: 772.723267
	Iteration 11Q: 3 clusters Score -160235.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -160239.015625 Penalty: 772.723267
	Iteration 12Q: 3 clusters Score -160239 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -160242.531250 Penalty: 772.723267
	Iteration 13Q: 3 clusters Score -160242.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -160245.500000 Penalty: 772.723267
	Iteration 14Q: 3 clusters Score -160245.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -160247.625000 Penalty: 772.723267
	Iteration 15Q: 3 clusters Score -160247.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -160248.750000 Penalty: 772.723267
	Iteration 16Q: 3 clusters Score -160248.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -160248.687500 Penalty: 772.723267
	Iteration 17Q: 3 clusters Score -160248.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -160249.093750 Penalty: 772.723267
	Iteration 18Q: 3 clusters Score -160249.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -160249.093750 Penalty: 772.723267
	Iteration 19F: 3 clusters Score -160249.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Entering Unmasked Estep 
Score: -23997.810547 Penalty: 304.715057
	Iteration 0F: 2 clusters Score -23997.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -23310.490234 Penalty: 609.430115
	Iteration 0F: 3 clusters Score -23310.49 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23520.453125 Penalty: 609.430115
	Iteration 1F: 3 clusters Score -23520.45 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -23588.806641 Penalty: 609.430115
	Iteration 2F: 3 clusters Score -23588.81 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -23665.757812 Penalty: 609.430115
	Iteration 3F: 3 clusters Score -23665.76 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -23720.513672 Penalty: 609.430115
	Iteration 4F: 3 clusters Score -23720.51 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -23749.212891 Penalty: 609.430115
	Iteration 5Q: 3 clusters Score -23749.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -23760.759766 Penalty: 609.430115
	Iteration 6Q: 3 clusters Score -23760.76 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -23768.265625 Penalty: 609.430115
	Iteration 7Q: 3 clusters Score -23768.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -23783.302734 Penalty: 609.430115
	Iteration 8Q: 3 clusters Score -23783.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -23797.136719 Penalty: 609.430115
	Iteration 9Q: 3 clusters Score -23797.14 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -23805.271484 Penalty: 609.430115
	Iteration 10Q: 3 clusters Score -23805.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23808.576172 Penalty: 609.430115
	Iteration 11Q: 3 clusters Score -23808.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -23809.857422 Penalty: 609.430115
	Iteration 12Q: 3 clusters Score -23809.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -23812.505859 Penalty: 609.430115
	Iteration 13Q: 3 clusters Score -23812.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -23812.666016 Penalty: 609.430115
	Iteration 14Q: 3 clusters Score -23812.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23812.882812 Penalty: 609.430115
	Iteration 15Q: 3 clusters Score -23812.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -23812.882812 Penalty: 609.430115
	Iteration 16F: 3 clusters Score -23812.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Entering Unmasked Estep 
Score: -200395.656250 Penalty: 399.929565
	Iteration 0F: 2 clusters Score -200395.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -196013.406250 Penalty: 799.859131
	Iteration 0F: 3 clusters Score -196013.4 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -197714.625000 Penalty: 799.859131
	Iteration 1F: 3 clusters Score -197714.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -197900.812500 Penalty: 799.859131
	Iteration 2F: 3 clusters Score -197900.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -198072.265625 Penalty: 799.859131
	Iteration 3F: 3 clusters Score -198072.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -198251.046875 Penalty: 799.859131
	Iteration 4F: 3 clusters Score -198251 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -198452.156250 Penalty: 799.859131
	Iteration 5F: 3 clusters Score -198452.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -198627.593750 Penalty: 799.859131
	Iteration 6F: 3 clusters Score -198627.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -198779.734375 Penalty: 799.859131
	Iteration 7Q: 3 clusters Score -198779.7 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -198900.218750 Penalty: 799.859131
	Iteration 8Q: 3 clusters Score -198900.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -199009.312500 Penalty: 799.859131
	Iteration 9Q: 3 clusters Score -199009.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -199139.562500 Penalty: 799.859131
	Iteration 10Q: 3 clusters Score -199139.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -199292.140625 Penalty: 799.859131
	Iteration 11Q: 3 clusters Score -199292.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -199434.500000 Penalty: 799.859131
	Iteration 12Q: 3 clusters Score -199434.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -199548.281250 Penalty: 799.859131
	Iteration 13Q: 3 clusters Score -199548.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -199635.125000 Penalty: 799.859131
	Iteration 14Q: 3 clusters Score -199635.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -199719.703125 Penalty: 799.859131
	Iteration 15Q: 3 clusters Score -199719.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -199791.078125 Penalty: 799.859131
	Iteration 16Q: 3 clusters Score -199791.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -199853.625000 Penalty: 799.859131
	Iteration 17Q: 3 clusters Score -199853.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -199894.500000 Penalty: 799.859131
	Iteration 18Q: 3 clusters Score -199894.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -199924.234375 Penalty: 799.859131
	Iteration 19Q: 3 clusters Score -199924.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -199945.328125 Penalty: 799.859131
	Iteration 20F: 3 clusters Score -199945.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -199967.468750 Penalty: 799.859131
	Iteration 21Q: 3 clusters Score -199967.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -199982.953125 Penalty: 799.859131
	Iteration 22Q: 3 clusters Score -199983 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -200000.953125 Penalty: 799.859131
	Iteration 23Q: 3 clusters Score -200001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -200014.375000 Penalty: 799.859131
	Iteration 24Q: 3 clusters Score -200014.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -200024.390625 Penalty: 799.859131
	Iteration 25Q: 3 clusters Score -200024.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -200030.046875 Penalty: 799.859131
	Iteration 26Q: 3 clusters Score -200030 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -200035.203125 Penalty: 799.859131
	Iteration 27Q: 3 clusters Score -200035.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -200044.078125 Penalty: 799.859131
	Iteration 28Q: 3 clusters Score -200044.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -200050.937500 Penalty: 799.859131
	Iteration 29Q: 3 clusters Score -200050.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -200052.937500 Penalty: 799.859131
	Iteration 30Q: 3 clusters Score -200052.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -200054.546875 Penalty: 799.859131
	Iteration 31Q: 3 clusters Score -200054.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -200058.718750 Penalty: 799.859131
	Iteration 32Q: 3 clusters Score -200058.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -200060.656250 Penalty: 799.859131
	Iteration 33Q: 3 clusters Score -200060.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -200061.718750 Penalty: 799.859131
	Iteration 34Q: 3 clusters Score -200061.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -200064.328125 Penalty: 799.859131
	Iteration 35Q: 3 clusters Score -200064.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -200067.453125 Penalty: 799.859131
	Iteration 36Q: 3 clusters Score -200067.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -200069.000000 Penalty: 799.859131
	Iteration 37Q: 3 clusters Score -200069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -200073.187500 Penalty: 799.859131
	Iteration 38Q: 3 clusters Score -200073.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -200075.250000 Penalty: 799.859131
	Iteration 39Q: 3 clusters Score -200075.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -200076.609375 Penalty: 799.859131
	Iteration 40F: 3 clusters Score -200076.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -200078.765625 Penalty: 799.859131
	Iteration 41Q: 3 clusters Score -200078.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -200081.312500 Penalty: 799.859131
	Iteration 42Q: 3 clusters Score -200081.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -200083.859375 Penalty: 799.859131
	Iteration 43Q: 3 clusters Score -200083.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -200086.562500 Penalty: 799.859131
	Iteration 44Q: 3 clusters Score -200086.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -200086.796875 Penalty: 799.859131
	Iteration 45Q: 3 clusters Score -200086.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -200086.796875 Penalty: 799.859131
	Iteration 46F: 3 clusters Score -200086.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Entering Unmasked Estep 
Score: -403956.968750 Penalty: 427.350922
	Iteration 0F: 2 clusters Score -403957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -396031.093750 Penalty: 854.701843
	Iteration 0F: 3 clusters Score -396031.1 nChanged 5558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -399046.968750 Penalty: 854.701843
	Iteration 1F: 3 clusters Score -399047 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -399187.781250 Penalty: 854.701843
	Iteration 2Q: 3 clusters Score -399187.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -399337.531250 Penalty: 854.701843
	Iteration 3Q: 3 clusters Score -399337.5 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -399507.687500 Penalty: 854.701843
	Iteration 4Q: 3 clusters Score -399507.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -399711.968750 Penalty: 854.701843
	Iteration 5Q: 3 clusters Score -399712 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -400071.187500 Penalty: 854.701843
	Iteration 6Q: 3 clusters Score -400071.2 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -400595.093750 Penalty: 854.701843
	Iteration 7F: 3 clusters Score -400595.1 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -401223.531250 Penalty: 854.701843
	Iteration 8F: 3 clusters Score -401223.5 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -401823.875000 Penalty: 854.701843
	Iteration 9F: 3 clusters Score -401823.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -402244.968750 Penalty: 854.701843
	Iteration 10Q: 3 clusters Score -402245 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -402503.312500 Penalty: 854.701843
	Iteration 11Q: 3 clusters Score -402503.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -402716.968750 Penalty: 854.701843
	Iteration 12Q: 3 clusters Score -402717 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -402912.468750 Penalty: 854.701843
	Iteration 13Q: 3 clusters Score -402912.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -403076.843750 Penalty: 854.701843
	Iteration 14Q: 3 clusters Score -403076.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -403183.281250 Penalty: 854.701843
	Iteration 15Q: 3 clusters Score -403183.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -403265.000000 Penalty: 854.701843
	Iteration 16Q: 3 clusters Score -403265 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -403351.718750 Penalty: 854.701843
	Iteration 17Q: 3 clusters Score -403351.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -403423.125000 Penalty: 854.701843
	Iteration 18Q: 3 clusters Score -403423.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -403476.687500 Penalty: 854.701843
	Iteration 19Q: 3 clusters Score -403476.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -403511.375000 Penalty: 854.701843
	Iteration 20F: 3 clusters Score -403511.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -403536.562500 Penalty: 854.701843
	Iteration 21Q: 3 clusters Score -403536.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -403560.343750 Penalty: 854.701843
	Iteration 22Q: 3 clusters Score -403560.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -403576.593750 Penalty: 854.701843
	Iteration 23Q: 3 clusters Score -403576.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11710 members 
Entering Unmasked Estep 
Score: -403591.937500 Penalty: 854.701843
	Iteration 24Q: 3 clusters Score -403591.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -403603.406250 Penalty: 854.701843
	Iteration 25Q: 3 clusters Score -403603.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -403610.968750 Penalty: 854.701843
	Iteration 26Q: 3 clusters Score -403611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -403614.781250 Penalty: 854.701843
	Iteration 27Q: 3 clusters Score -403614.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -403621.718750 Penalty: 854.701843
	Iteration 28Q: 3 clusters Score -403621.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -403625.468750 Penalty: 854.701843
	Iteration 29Q: 3 clusters Score -403625.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -403626.968750 Penalty: 854.701843
	Iteration 30Q: 3 clusters Score -403627 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -403628.375000 Penalty: 854.701843
	Iteration 31Q: 3 clusters Score -403628.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -403629.968750 Penalty: 854.701843
	Iteration 32Q: 3 clusters Score -403630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -403631.437500 Penalty: 854.701843
	Iteration 33Q: 3 clusters Score -403631.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -403631.656250 Penalty: 854.701843
	Iteration 34Q: 3 clusters Score -403631.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -403632.093750 Penalty: 854.701843
	Iteration 35Q: 3 clusters Score -403632.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -403632.093750 Penalty: 854.701843
	Iteration 36F: 3 clusters Score -403632.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Entering Unmasked Estep 
Score: -480652.718750 Penalty: 442.499237
	Iteration 0F: 2 clusters Score -480652.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -469405.937500 Penalty: 884.998474
	Iteration 0F: 3 clusters Score -469405.9 nChanged 7927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -474377.656250 Penalty: 884.998474
	Iteration 1F: 3 clusters Score -474377.7 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -474994.718750 Penalty: 884.998474
	Iteration 2F: 3 clusters Score -474994.7 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -475626.031250 Penalty: 884.998474
	Iteration 3F: 3 clusters Score -475626 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -476289.531250 Penalty: 884.998474
	Iteration 4F: 3 clusters Score -476289.5 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -476942.593750 Penalty: 884.998474
	Iteration 5F: 3 clusters Score -476942.6 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -477404.406250 Penalty: 884.998474
	Iteration 6F: 3 clusters Score -477404.4 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -477711.562500 Penalty: 884.998474
	Iteration 7Q: 3 clusters Score -477711.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -477918.062500 Penalty: 884.998474
	Iteration 8Q: 3 clusters Score -477918.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -478077.250000 Penalty: 884.998474
	Iteration 9Q: 3 clusters Score -478077.2 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -478205.062500 Penalty: 884.998474
	Iteration 10Q: 3 clusters Score -478205.1 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -478352.656250 Penalty: 884.998474
	Iteration 11Q: 3 clusters Score -478352.7 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -478512.281250 Penalty: 884.998474
	Iteration 12Q: 3 clusters Score -478512.3 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -478673.812500 Penalty: 884.998474
	Iteration 13Q: 3 clusters Score -478673.8 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -478848.187500 Penalty: 884.998474
	Iteration 14Q: 3 clusters Score -478848.2 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -479033.250000 Penalty: 884.998474
	Iteration 15Q: 3 clusters Score -479033.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -479270.593750 Penalty: 884.998474
	Iteration 16Q: 3 clusters Score -479270.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -479521.562500 Penalty: 884.998474
	Iteration 17Q: 3 clusters Score -479521.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -479786.531250 Penalty: 884.998474
	Iteration 18Q: 3 clusters Score -479786.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -480010.437500 Penalty: 884.998474
	Iteration 19Q: 3 clusters Score -480010.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -480185.562500 Penalty: 884.998474
	Iteration 20F: 3 clusters Score -480185.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -480284.031250 Penalty: 884.998474
	Iteration 21Q: 3 clusters Score -480284 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -480341.843750 Penalty: 884.998474
	Iteration 22Q: 3 clusters Score -480341.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -480388.343750 Penalty: 884.998474
	Iteration 23Q: 3 clusters Score -480388.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -480413.937500 Penalty: 884.998474
	Iteration 24Q: 3 clusters Score -480413.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -480430.500000 Penalty: 884.998474
	Iteration 25Q: 3 clusters Score -480430.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -480447.906250 Penalty: 884.998474
	Iteration 26Q: 3 clusters Score -480447.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -480459.656250 Penalty: 884.998474
	Iteration 27Q: 3 clusters Score -480459.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -480472.250000 Penalty: 884.998474
	Iteration 28Q: 3 clusters Score -480472.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -480481.187500 Penalty: 884.998474
	Iteration 29Q: 3 clusters Score -480481.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -480483.937500 Penalty: 884.998474
	Iteration 30Q: 3 clusters Score -480483.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -480487.656250 Penalty: 884.998474
	Iteration 31Q: 3 clusters Score -480487.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -480488.406250 Penalty: 884.998474
	Iteration 32Q: 3 clusters Score -480488.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -480488.406250 Penalty: 884.998474
	Iteration 33F: 3 clusters Score -480488.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (65075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65075 members 
Entering Unmasked Estep 
Score: -2039845.625000 Penalty: 504.289948
	Iteration 0F: 2 clusters Score -2039846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 32549 members 
Entering Unmasked Estep 
Score: -1996154.000000 Penalty: 1008.579895
	Iteration 0F: 3 clusters Score -1996154 nChanged 31718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -2016960.125000 Penalty: 1008.579895
	Iteration 1F: 3 clusters Score -2016960 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -2018872.875000 Penalty: 1008.579895
	Iteration 2F: 3 clusters Score -2018873 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -2021200.250000 Penalty: 1008.579895
	Iteration 3F: 3 clusters Score -2021200 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 42683 members 
Entering Unmasked Estep 
Score: -2024107.250000 Penalty: 1008.579895
	Iteration 4F: 3 clusters Score -2024107 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -2027256.375000 Penalty: 1008.579895
	Iteration 5F: 3 clusters Score -2027256 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -2030126.750000 Penalty: 1008.579895
	Iteration 6F: 3 clusters Score -2030127 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -2032317.875000 Penalty: 1008.579895
	Iteration 7Q: 3 clusters Score -2032318 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 48689 members 
Entering Unmasked Estep 
Score: -2033569.875000 Penalty: 1008.579895
	Iteration 8Q: 3 clusters Score -2033570 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 49561 members 
Entering Unmasked Estep 
Score: -2034283.375000 Penalty: 1008.579895
	Iteration 9Q: 3 clusters Score -2034283 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -2034765.250000 Penalty: 1008.579895
	Iteration 10Q: 3 clusters Score -2034765 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 51072 members 
Entering Unmasked Estep 
Score: -2035162.000000 Penalty: 1008.579895
	Iteration 11Q: 3 clusters Score -2035162 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 51736 members 
Entering Unmasked Estep 
Score: -2035467.875000 Penalty: 1008.579895
	Iteration 12Q: 3 clusters Score -2035468 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 52332 members 
Entering Unmasked Estep 
Score: -2035742.375000 Penalty: 1008.579895
	Iteration 13Q: 3 clusters Score -2035742 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 52899 members 
Entering Unmasked Estep 
Score: -2036017.625000 Penalty: 1008.579895
	Iteration 14Q: 3 clusters Score -2036018 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -2036214.875000 Penalty: 1008.579895
	Iteration 15Q: 3 clusters Score -2036215 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
Score: -2036396.250000 Penalty: 1008.579895
	Iteration 16Q: 3 clusters Score -2036396 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 54285 members 
Entering Unmasked Estep 
Score: -2036550.000000 Penalty: 1008.579895
	Iteration 17Q: 3 clusters Score -2036550 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 54677 members 
Entering Unmasked Estep 
Score: -2036651.625000 Penalty: 1008.579895
	Iteration 18Q: 3 clusters Score -2036652 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 55027 members 
Entering Unmasked Estep 
Score: -2036752.750000 Penalty: 1008.579895
	Iteration 19Q: 3 clusters Score -2036753 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -2036840.625000 Penalty: 1008.579895
	Iteration 20F: 3 clusters Score -2036841 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 55718 members 
Entering Unmasked Estep 
Score: -2036919.500000 Penalty: 1008.579895
	Iteration 21Q: 3 clusters Score -2036920 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -2036982.625000 Penalty: 1008.579895
	Iteration 22Q: 3 clusters Score -2036983 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 56373 members 
Entering Unmasked Estep 
Score: -2037042.500000 Penalty: 1008.579895
	Iteration 23Q: 3 clusters Score -2037042 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 56657 members 
Entering Unmasked Estep 
Score: -2037086.000000 Penalty: 1008.579895
	Iteration 24Q: 3 clusters Score -2037086 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 56926 members 
Entering Unmasked Estep 
Score: -2037140.875000 Penalty: 1008.579895
	Iteration 25Q: 3 clusters Score -2037141 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -2037194.875000 Penalty: 1008.579895
	Iteration 26Q: 3 clusters Score -2037195 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 57501 members 
Entering Unmasked Estep 
Score: -2037238.500000 Penalty: 1008.579895
	Iteration 27Q: 3 clusters Score -2037238 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 57762 members 
Entering Unmasked Estep 
Score: -2037296.875000 Penalty: 1008.579895
	Iteration 28Q: 3 clusters Score -2037297 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 58029 members 
Entering Unmasked Estep 
Score: -2037342.125000 Penalty: 1008.579895
	Iteration 29Q: 3 clusters Score -2037342 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 58303 members 
Entering Unmasked Estep 
Score: -2037389.375000 Penalty: 1008.579895
	Iteration 30Q: 3 clusters Score -2037389 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 58579 members 
Entering Unmasked Estep 
Score: -2037447.625000 Penalty: 1008.579895
	Iteration 31Q: 3 clusters Score -2037448 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 58873 members 
Entering Unmasked Estep 
Score: -2037512.000000 Penalty: 1008.579895
	Iteration 32Q: 3 clusters Score -2037512 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 59179 members 
Entering Unmasked Estep 
Score: -2037578.625000 Penalty: 1008.579895
	Iteration 33Q: 3 clusters Score -2037579 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 59491 members 
Entering Unmasked Estep 
Score: -2037646.625000 Penalty: 1008.579895
	Iteration 34Q: 3 clusters Score -2037647 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 59820 members 
Entering Unmasked Estep 
Score: -2037728.375000 Penalty: 1008.579895
	Iteration 35Q: 3 clusters Score -2037728 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -2037830.125000 Penalty: 1008.579895
	Iteration 36Q: 3 clusters Score -2037830 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 60559 members 
Entering Unmasked Estep 
Score: -2037953.000000 Penalty: 1008.579895
	Iteration 37Q: 3 clusters Score -2037953 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -2038054.125000 Penalty: 1008.579895
	Iteration 38Q: 3 clusters Score -2038054 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -2038180.375000 Penalty: 1008.579895
	Iteration 39Q: 3 clusters Score -2038180 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 61613 members 
Entering Unmasked Estep 
Score: -2038280.750000 Penalty: 1008.579895
	Iteration 40F: 3 clusters Score -2038281 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 61947 members 
Entering Unmasked Estep 
Score: -2038392.250000 Penalty: 1008.579895
	Iteration 41Q: 3 clusters Score -2038392 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -2038517.250000 Penalty: 1008.579895
	Iteration 42Q: 3 clusters Score -2038517 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 62609 members 
Entering Unmasked Estep 
Score: -2038664.750000 Penalty: 1008.579895
	Iteration 43Q: 3 clusters Score -2038665 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -2038780.250000 Penalty: 1008.579895
	Iteration 44Q: 3 clusters Score -2038780 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 63165 members 
Entering Unmasked Estep 
Score: -2038882.125000 Penalty: 1008.579895
	Iteration 45Q: 3 clusters Score -2038882 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -2038957.250000 Penalty: 1008.579895
	Iteration 46Q: 3 clusters Score -2038957 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 63599 members 
Entering Unmasked Estep 
Score: -2039027.625000 Penalty: 1008.579895
	Iteration 47Q: 3 clusters Score -2039028 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 63779 members 
Entering Unmasked Estep 
Score: -2039092.750000 Penalty: 1008.579895
	Iteration 48Q: 3 clusters Score -2039093 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 63947 members 
Entering Unmasked Estep 
Score: -2039152.250000 Penalty: 1008.579895
	Iteration 49Q: 3 clusters Score -2039152 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 64085 members 
Entering Unmasked Estep 
Score: -2039195.500000 Penalty: 1008.579895
	Iteration 50Q: 3 clusters Score -2039196 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -2039241.125000 Penalty: 1008.579895
	Iteration 51Q: 3 clusters Score -2039241 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -2039276.125000 Penalty: 1008.579895
	Iteration 52Q: 3 clusters Score -2039276 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -2039314.500000 Penalty: 1008.579895
	Iteration 53Q: 3 clusters Score -2039314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -2039337.875000 Penalty: 1008.579895
	Iteration 54Q: 3 clusters Score -2039338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -2039359.125000 Penalty: 1008.579895
	Iteration 55Q: 3 clusters Score -2039359 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 64536 members 
Entering Unmasked Estep 
Score: -2039379.250000 Penalty: 1008.579895
	Iteration 56Q: 3 clusters Score -2039379 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 64568 members 
Entering Unmasked Estep 
Score: -2039381.375000 Penalty: 1008.579895
	Iteration 57Q: 3 clusters Score -2039381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -2039389.125000 Penalty: 1008.579895
	Iteration 58Q: 3 clusters Score -2039389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 64611 members 
Entering Unmasked Estep 
Score: -2039395.750000 Penalty: 1008.579895
	Iteration 59Q: 3 clusters Score -2039396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 64625 members 
Entering Unmasked Estep 
Score: -2039403.000000 Penalty: 1008.579895
	Iteration 60F: 3 clusters Score -2039403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -2039407.625000 Penalty: 1008.579895
	Iteration 61Q: 3 clusters Score -2039408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 64648 members 
Entering Unmasked Estep 
Score: -2039410.875000 Penalty: 1008.579895
	Iteration 62Q: 3 clusters Score -2039411 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 64660 members 
Entering Unmasked Estep 
Score: -2039413.000000 Penalty: 1008.579895
	Iteration 63Q: 3 clusters Score -2039413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -2039414.000000 Penalty: 1008.579895
	Iteration 64Q: 3 clusters Score -2039414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -2039416.500000 Penalty: 1008.579895
	Iteration 65Q: 3 clusters Score -2039416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -2039418.000000 Penalty: 1008.579895
	Iteration 66Q: 3 clusters Score -2039418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 64708 members 
Entering Unmasked Estep 
Score: -2039419.875000 Penalty: 1008.579895
	Iteration 67Q: 3 clusters Score -2039420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 64718 members 
Entering Unmasked Estep 
Score: -2039423.750000 Penalty: 1008.579895
	Iteration 68Q: 3 clusters Score -2039424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 64723 members 
Entering Unmasked Estep 
Score: -2039425.875000 Penalty: 1008.579895
	Iteration 69Q: 3 clusters Score -2039426 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 64729 members 
Entering Unmasked Estep 
Score: -2039426.875000 Penalty: 1008.579895
	Iteration 70Q: 3 clusters Score -2039427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 64733 members 
Entering Unmasked Estep 
Score: -2039429.375000 Penalty: 1008.579895
	Iteration 71Q: 3 clusters Score -2039429 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 64737 members 
Entering Unmasked Estep 
Score: -2039429.375000 Penalty: 1008.579895
	Iteration 72Q: 3 clusters Score -2039429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 64741 members 
Entering Unmasked Estep 
Score: -2039431.750000 Penalty: 1008.579895
	Iteration 73Q: 3 clusters Score -2039432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 64744 members 
Entering Unmasked Estep 
Score: -2039434.000000 Penalty: 1008.579895
	Iteration 74Q: 3 clusters Score -2039434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 64748 members 
Entering Unmasked Estep 
Score: -2039436.375000 Penalty: 1008.579895
	Iteration 75Q: 3 clusters Score -2039436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 64753 members 
Entering Unmasked Estep 
Score: -2039436.500000 Penalty: 1008.579895
	Iteration 76Q: 3 clusters Score -2039436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -2039438.125000 Penalty: 1008.579895
	Iteration 77Q: 3 clusters Score -2039438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -2039437.500000 Penalty: 1008.579895
	Iteration 78Q: 3 clusters Score -2039438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 64771 members 
Entering Unmasked Estep 
Score: -2039443.875000 Penalty: 1008.579895
	Iteration 79Q: 3 clusters Score -2039444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 64775 members 
Entering Unmasked Estep 
Score: -2039446.250000 Penalty: 1008.579895
	Iteration 80F: 3 clusters Score -2039446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 64779 members 
Entering Unmasked Estep 
Score: -2039448.625000 Penalty: 1008.579895
	Iteration 81Q: 3 clusters Score -2039449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 64783 members 
Entering Unmasked Estep 
Score: -2039451.375000 Penalty: 1008.579895
	Iteration 82Q: 3 clusters Score -2039451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 64790 members 
Entering Unmasked Estep 
Score: -2039454.125000 Penalty: 1008.579895
	Iteration 83Q: 3 clusters Score -2039454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 64796 members 
Entering Unmasked Estep 
Score: -2039456.750000 Penalty: 1008.579895
	Iteration 84Q: 3 clusters Score -2039457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 64800 members 
Entering Unmasked Estep 
Score: -2039457.250000 Penalty: 1008.579895
	Iteration 85Q: 3 clusters Score -2039457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 64802 members 
Entering Unmasked Estep 
Score: -2039457.250000 Penalty: 1008.579895
	Iteration 86Q: 3 clusters Score -2039457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -2039458.625000 Penalty: 1008.579895
	Iteration 87Q: 3 clusters Score -2039459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -2039458.750000 Penalty: 1008.579895
	Iteration 88Q: 3 clusters Score -2039459 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 64807 members 
Entering Unmasked Estep 
Score: -2039458.750000 Penalty: 1008.579895
	Iteration 89F: 3 clusters Score -2039459 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (32070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32070 members 
Entering Unmasked Estep 
Score: -1043096.375000 Penalty: 472.093262
	Iteration 0F: 2 clusters Score -1043096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1021539.937500 Penalty: 944.186523
	Iteration 0F: 3 clusters Score -1021540 nChanged 15348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1030894.875000 Penalty: 944.186523
	Iteration 1F: 3 clusters Score -1030895 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 14256 members 
Entering Unmasked Estep 
Score: -1031698.125000 Penalty: 944.186523
	Iteration 2F: 3 clusters Score -1031698 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -1032869.750000 Penalty: 944.186523
	Iteration 3F: 3 clusters Score -1032870 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -1034422.625000 Penalty: 944.186523
	Iteration 4F: 3 clusters Score -1034423 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1036354.812500 Penalty: 944.186523
	Iteration 5F: 3 clusters Score -1036355 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1038061.812500 Penalty: 944.186523
	Iteration 6F: 3 clusters Score -1038062 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1039024.562500 Penalty: 944.186523
	Iteration 7F: 3 clusters Score -1039025 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1039525.437500 Penalty: 944.186523
	Iteration 8Q: 3 clusters Score -1039525 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1039814.625000 Penalty: 944.186523
	Iteration 9Q: 3 clusters Score -1039815 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1039998.875000 Penalty: 944.186523
	Iteration 10Q: 3 clusters Score -1039999 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1040149.375000 Penalty: 944.186523
	Iteration 11Q: 3 clusters Score -1040149 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24713 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1040282.312500 Penalty: 944.186523
	Iteration 12Q: 3 clusters Score -1040282 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1040383.312500 Penalty: 944.186523
	Iteration 13Q: 3 clusters Score -1040383 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1040481.125000 Penalty: 944.186523
	Iteration 14Q: 3 clusters Score -1040481 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1040583.875000 Penalty: 944.186523
	Iteration 15Q: 3 clusters Score -1040584 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26119 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1040686.312500 Penalty: 944.186523
	Iteration 16Q: 3 clusters Score -1040686 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1040785.437500 Penalty: 944.186523
	Iteration 17Q: 3 clusters Score -1040785 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1040894.875000 Penalty: 944.186523
	Iteration 18Q: 3 clusters Score -1040895 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1041009.437500 Penalty: 944.186523
	Iteration 19Q: 3 clusters Score -1041009 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1041107.250000 Penalty: 944.186523
	Iteration 20F: 3 clusters Score -1041107 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1041218.500000 Penalty: 944.186523
	Iteration 21Q: 3 clusters Score -1041218 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1041332.187500 Penalty: 944.186523
	Iteration 22Q: 3 clusters Score -1041332 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1041465.312500 Penalty: 944.186523
	Iteration 23Q: 3 clusters Score -1041465 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29047 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -1041611.812500 Penalty: 944.186523
	Iteration 24Q: 3 clusters Score -1041612 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1041763.375000 Penalty: 944.186523
	Iteration 25Q: 3 clusters Score -1041763 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29800 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1041942.312500 Penalty: 944.186523
	Iteration 26Q: 3 clusters Score -1041942 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1042087.937500 Penalty: 944.186523
	Iteration 27Q: 3 clusters Score -1042088 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1042221.750000 Penalty: 944.186523
	Iteration 28Q: 3 clusters Score -1042222 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1042316.562500 Penalty: 944.186523
	Iteration 29Q: 3 clusters Score -1042317 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1042393.875000 Penalty: 944.186523
	Iteration 30Q: 3 clusters Score -1042394 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31006 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1042465.500000 Penalty: 944.186523
	Iteration 31Q: 3 clusters Score -1042466 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1042525.250000 Penalty: 944.186523
	Iteration 32Q: 3 clusters Score -1042525 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1042566.375000 Penalty: 944.186523
	Iteration 33Q: 3 clusters Score -1042566 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31352 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1042617.000000 Penalty: 944.186523
	Iteration 34Q: 3 clusters Score -1042617 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1042667.625000 Penalty: 944.186523
	Iteration 35Q: 3 clusters Score -1042668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1042724.375000 Penalty: 944.186523
	Iteration 36Q: 3 clusters Score -1042724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1042761.000000 Penalty: 944.186523
	Iteration 37Q: 3 clusters Score -1042761 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1042792.250000 Penalty: 944.186523
	Iteration 38Q: 3 clusters Score -1042792 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1042818.312500 Penalty: 944.186523
	Iteration 39Q: 3 clusters Score -1042818 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1042838.812500 Penalty: 944.186523
	Iteration 40F: 3 clusters Score -1042839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1042854.375000 Penalty: 944.186523
	Iteration 41Q: 3 clusters Score -1042854 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1042860.812500 Penalty: 944.186523
	Iteration 42Q: 3 clusters Score -1042861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1042868.375000 Penalty: 944.186523
	Iteration 43Q: 3 clusters Score -1042868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31668 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1042873.187500 Penalty: 944.186523
	Iteration 44Q: 3 clusters Score -1042873 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1042874.687500 Penalty: 944.186523
	Iteration 45Q: 3 clusters Score -1042875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1042877.250000 Penalty: 944.186523
	Iteration 46Q: 3 clusters Score -1042877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1042878.937500 Penalty: 944.186523
	Iteration 47Q: 3 clusters Score -1042879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1042879.375000 Penalty: 944.186523
	Iteration 48Q: 3 clusters Score -1042879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1042879.250000 Penalty: 944.186523
	Iteration 49Q: 3 clusters Score -1042879 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31690 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1042879.937500 Penalty: 944.186523
	Iteration 50Q: 3 clusters Score -1042880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1042880.437500 Penalty: 944.186523
	Iteration 51Q: 3 clusters Score -1042880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1042883.312500 Penalty: 944.186523
	Iteration 52Q: 3 clusters Score -1042883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1042884.500000 Penalty: 944.186523
	Iteration 53Q: 3 clusters Score -1042884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31704 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1042886.312500 Penalty: 944.186523
	Iteration 54Q: 3 clusters Score -1042886 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1042887.125000 Penalty: 944.186523
	Iteration 55Q: 3 clusters Score -1042887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1042892.187500 Penalty: 944.186523
	Iteration 56Q: 3 clusters Score -1042892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -1042896.312500 Penalty: 944.186523
	Iteration 57Q: 3 clusters Score -1042896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -1042899.500000 Penalty: 944.186523
	Iteration 58Q: 3 clusters Score -1042900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1042901.250000 Penalty: 944.186523
	Iteration 59Q: 3 clusters Score -1042901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -1042903.312500 Penalty: 944.186523
	Iteration 60F: 3 clusters Score -1042903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1042905.312500 Penalty: 944.186523
	Iteration 61Q: 3 clusters Score -1042905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1042905.250000 Penalty: 944.186523
	Iteration 62Q: 3 clusters Score -1042905 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1042905.500000 Penalty: 944.186523
	Iteration 63Q: 3 clusters Score -1042906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -1042905.312500 Penalty: 944.186523
	Iteration 64Q: 3 clusters Score -1042905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1042906.312500 Penalty: 944.186523
	Iteration 65Q: 3 clusters Score -1042906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31739 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1042906.312500 Penalty: 944.186523
	Iteration 66F: 3 clusters Score -1042906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Entering Unmasked Estep 
Score: -285853.500000 Penalty: 415.108185
	Iteration 0F: 2 clusters Score -285853.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -279775.906250 Penalty: 830.216370
	Iteration 0F: 3 clusters Score -279775.9 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -282437.843750 Penalty: 830.216370
	Iteration 1F: 3 clusters Score -282437.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -282788.000000 Penalty: 830.216370
	Iteration 2F: 3 clusters Score -282788 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -283284.656250 Penalty: 830.216370
	Iteration 3F: 3 clusters Score -283284.7 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -283816.375000 Penalty: 830.216370
	Iteration 4F: 3 clusters Score -283816.4 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -284228.875000 Penalty: 830.216370
	Iteration 5F: 3 clusters Score -284228.9 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -284525.625000 Penalty: 830.216370
	Iteration 6Q: 3 clusters Score -284525.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -284674.125000 Penalty: 830.216370
	Iteration 7Q: 3 clusters Score -284674.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -284790.875000 Penalty: 830.216370
	Iteration 8Q: 3 clusters Score -284790.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -284874.937500 Penalty: 830.216370
	Iteration 9Q: 3 clusters Score -284874.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -284944.531250 Penalty: 830.216370
	Iteration 10Q: 3 clusters Score -284944.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -285016.093750 Penalty: 830.216370
	Iteration 11Q: 3 clusters Score -285016.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -285085.156250 Penalty: 830.216370
	Iteration 12Q: 3 clusters Score -285085.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -285146.156250 Penalty: 830.216370
	Iteration 13Q: 3 clusters Score -285146.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -285197.312500 Penalty: 830.216370
	Iteration 14Q: 3 clusters Score -285197.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -285233.062500 Penalty: 830.216370
	Iteration 15Q: 3 clusters Score -285233.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -285262.625000 Penalty: 830.216370
	Iteration 16Q: 3 clusters Score -285262.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -285282.968750 Penalty: 830.216370
	Iteration 17Q: 3 clusters Score -285283 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -285301.625000 Penalty: 830.216370
	Iteration 18Q: 3 clusters Score -285301.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -285322.562500 Penalty: 830.216370
	Iteration 19Q: 3 clusters Score -285322.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -285339.343750 Penalty: 830.216370
	Iteration 20F: 3 clusters Score -285339.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -285352.187500 Penalty: 830.216370
	Iteration 21Q: 3 clusters Score -285352.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -285366.687500 Penalty: 830.216370
	Iteration 22Q: 3 clusters Score -285366.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -285383.812500 Penalty: 830.216370
	Iteration 23Q: 3 clusters Score -285383.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -285402.000000 Penalty: 830.216370
	Iteration 24Q: 3 clusters Score -285402 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -285417.500000 Penalty: 830.216370
	Iteration 25Q: 3 clusters Score -285417.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -285431.593750 Penalty: 830.216370
	Iteration 26Q: 3 clusters Score -285431.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -285441.500000 Penalty: 830.216370
	Iteration 27Q: 3 clusters Score -285441.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -285451.968750 Penalty: 830.216370
	Iteration 28Q: 3 clusters Score -285452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -285469.031250 Penalty: 830.216370
	Iteration 29Q: 3 clusters Score -285469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -285479.656250 Penalty: 830.216370
	Iteration 30Q: 3 clusters Score -285479.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -285484.218750 Penalty: 830.216370
	Iteration 31Q: 3 clusters Score -285484.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -285488.000000 Penalty: 830.216370
	Iteration 32Q: 3 clusters Score -285488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -285492.687500 Penalty: 830.216370
	Iteration 33Q: 3 clusters Score -285492.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -285500.218750 Penalty: 830.216370
	Iteration 34Q: 3 clusters Score -285500.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -285502.500000 Penalty: 830.216370
	Iteration 35Q: 3 clusters Score -285502.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -285505.156250 Penalty: 830.216370
	Iteration 36Q: 3 clusters Score -285505.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -285506.781250 Penalty: 830.216370
	Iteration 37Q: 3 clusters Score -285506.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -285507.281250 Penalty: 830.216370
	Iteration 38Q: 3 clusters Score -285507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -285507.437500 Penalty: 830.216370
	Iteration 39Q: 3 clusters Score -285507.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -285507.906250 Penalty: 830.216370
	Iteration 40F: 3 clusters Score -285507.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -285509.218750 Penalty: 830.216370
	Iteration 41Q: 3 clusters Score -285509.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -285509.625000 Penalty: 830.216370
	Iteration 42Q: 3 clusters Score -285509.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -285510.031250 Penalty: 830.216370
	Iteration 43Q: 3 clusters Score -285510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -285509.812500 Penalty: 830.216370
	Iteration 44Q: 3 clusters Score -285509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -285510.187500 Penalty: 830.216370
	Iteration 45Q: 3 clusters Score -285510.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -285509.968750 Penalty: 830.216370
	Iteration 46Q: 3 clusters Score -285510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -285509.968750 Penalty: 830.216370
	Iteration 47F: 3 clusters Score -285510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Entering Unmasked Estep 
Score: -155538.734375 Penalty: 390.269287
	Iteration 0F: 2 clusters Score -155538.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -151962.031250 Penalty: 780.538574
	Iteration 0F: 3 clusters Score -151962 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -153385.468750 Penalty: 780.538574
	Iteration 1F: 3 clusters Score -153385.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -153635.781250 Penalty: 780.538574
	Iteration 2F: 3 clusters Score -153635.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -153919.734375 Penalty: 780.538574
	Iteration 3F: 3 clusters Score -153919.7 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -154214.593750 Penalty: 780.538574
	Iteration 4F: 3 clusters Score -154214.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -154409.093750 Penalty: 780.538574
	Iteration 5F: 3 clusters Score -154409.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -154540.312500 Penalty: 780.538574
	Iteration 6Q: 3 clusters Score -154540.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -154631.531250 Penalty: 780.538574
	Iteration 7Q: 3 clusters Score -154631.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -154718.718750 Penalty: 780.538574
	Iteration 8Q: 3 clusters Score -154718.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -154811.296875 Penalty: 780.538574
	Iteration 9Q: 3 clusters Score -154811.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -154929.265625 Penalty: 780.538574
	Iteration 10Q: 3 clusters Score -154929.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -155031.750000 Penalty: 780.538574
	Iteration 11Q: 3 clusters Score -155031.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -155124.375000 Penalty: 780.538574
	Iteration 12Q: 3 clusters Score -155124.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -155188.734375 Penalty: 780.538574
	Iteration 13Q: 3 clusters Score -155188.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -155232.046875 Penalty: 780.538574
	Iteration 14Q: 3 clusters Score -155232 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -155264.578125 Penalty: 780.538574
	Iteration 15Q: 3 clusters Score -155264.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -155285.531250 Penalty: 780.538574
	Iteration 16Q: 3 clusters Score -155285.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -155306.500000 Penalty: 780.538574
	Iteration 17Q: 3 clusters Score -155306.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -155324.000000 Penalty: 780.538574
	Iteration 18Q: 3 clusters Score -155324 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -155343.500000 Penalty: 780.538574
	Iteration 19Q: 3 clusters Score -155343.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -155353.937500 Penalty: 780.538574
	Iteration 20F: 3 clusters Score -155353.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -155364.765625 Penalty: 780.538574
	Iteration 21Q: 3 clusters Score -155364.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -155372.343750 Penalty: 780.538574
	Iteration 22Q: 3 clusters Score -155372.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -155380.015625 Penalty: 780.538574
	Iteration 23Q: 3 clusters Score -155380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -155384.812500 Penalty: 780.538574
	Iteration 24Q: 3 clusters Score -155384.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -155387.000000 Penalty: 780.538574
	Iteration 25Q: 3 clusters Score -155387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -155388.515625 Penalty: 780.538574
	Iteration 26Q: 3 clusters Score -155388.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -155390.203125 Penalty: 780.538574
	Iteration 27Q: 3 clusters Score -155390.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -155391.515625 Penalty: 780.538574
	Iteration 28Q: 3 clusters Score -155391.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -155392.265625 Penalty: 780.538574
	Iteration 29Q: 3 clusters Score -155392.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -155394.828125 Penalty: 780.538574
	Iteration 30Q: 3 clusters Score -155394.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -155397.578125 Penalty: 780.538574
	Iteration 31Q: 3 clusters Score -155397.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -155398.343750 Penalty: 780.538574
	Iteration 32Q: 3 clusters Score -155398.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -155399.375000 Penalty: 780.538574
	Iteration 33Q: 3 clusters Score -155399.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -155399.531250 Penalty: 780.538574
	Iteration 34Q: 3 clusters Score -155399.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -155400.250000 Penalty: 780.538574
	Iteration 35Q: 3 clusters Score -155400.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -155400.343750 Penalty: 780.538574
	Iteration 36Q: 3 clusters Score -155400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -155401.312500 Penalty: 780.538574
	Iteration 37Q: 3 clusters Score -155401.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -155401.250000 Penalty: 780.538574
	Iteration 38Q: 3 clusters Score -155401.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -155401.375000 Penalty: 780.538574
	Iteration 39Q: 3 clusters Score -155401.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -155401.265625 Penalty: 780.538574
	Iteration 40F: 3 clusters Score -155401.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Entering Unmasked Estep 
Score: -362535.281250 Penalty: 424.271606
	Iteration 0F: 2 clusters Score -362535.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -355037.687500 Penalty: 848.543213
	Iteration 0F: 3 clusters Score -355037.7 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -358050.843750 Penalty: 848.543213
	Iteration 1F: 3 clusters Score -358050.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -358394.750000 Penalty: 848.543213
	Iteration 2F: 3 clusters Score -358394.8 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -358865.843750 Penalty: 848.543213
	Iteration 3F: 3 clusters Score -358865.8 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -359515.406250 Penalty: 848.543213
	Iteration 4F: 3 clusters Score -359515.4 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -360231.437500 Penalty: 848.543213
	Iteration 5F: 3 clusters Score -360231.4 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -360886.968750 Penalty: 848.543213
	Iteration 6F: 3 clusters Score -360887 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -361345.218750 Penalty: 848.543213
	Iteration 7Q: 3 clusters Score -361345.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -361602.843750 Penalty: 848.543213
	Iteration 8Q: 3 clusters Score -361602.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -361756.968750 Penalty: 848.543213
	Iteration 9Q: 3 clusters Score -361757 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -361878.812500 Penalty: 848.543213
	Iteration 10Q: 3 clusters Score -361878.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -361961.718750 Penalty: 848.543213
	Iteration 11Q: 3 clusters Score -361961.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -362013.937500 Penalty: 848.543213
	Iteration 12Q: 3 clusters Score -362013.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -362056.500000 Penalty: 848.543213
	Iteration 13Q: 3 clusters Score -362056.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -362091.625000 Penalty: 848.543213
	Iteration 14Q: 3 clusters Score -362091.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -362110.750000 Penalty: 848.543213
	Iteration 15Q: 3 clusters Score -362110.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -362124.437500 Penalty: 848.543213
	Iteration 16Q: 3 clusters Score -362124.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -362134.625000 Penalty: 848.543213
	Iteration 17Q: 3 clusters Score -362134.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -362145.218750 Penalty: 848.543213
	Iteration 18Q: 3 clusters Score -362145.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -362158.937500 Penalty: 848.543213
	Iteration 19Q: 3 clusters Score -362158.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -362171.593750 Penalty: 848.543213
	Iteration 20F: 3 clusters Score -362171.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -362184.750000 Penalty: 848.543213
	Iteration 21Q: 3 clusters Score -362184.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -362193.375000 Penalty: 848.543213
	Iteration 22Q: 3 clusters Score -362193.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -362199.750000 Penalty: 848.543213
	Iteration 23Q: 3 clusters Score -362199.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -362208.875000 Penalty: 848.543213
	Iteration 24Q: 3 clusters Score -362208.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -362218.093750 Penalty: 848.543213
	Iteration 25Q: 3 clusters Score -362218.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -362225.250000 Penalty: 848.543213
	Iteration 26Q: 3 clusters Score -362225.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -362228.156250 Penalty: 848.543213
	Iteration 27Q: 3 clusters Score -362228.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -362229.781250 Penalty: 848.543213
	Iteration 28Q: 3 clusters Score -362229.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -362234.562500 Penalty: 848.543213
	Iteration 29Q: 3 clusters Score -362234.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -362239.093750 Penalty: 848.543213
	Iteration 30Q: 3 clusters Score -362239.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -362241.375000 Penalty: 848.543213
	Iteration 31Q: 3 clusters Score -362241.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -362246.812500 Penalty: 848.543213
	Iteration 32Q: 3 clusters Score -362246.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -362249.843750 Penalty: 848.543213
	Iteration 33Q: 3 clusters Score -362249.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -362252.437500 Penalty: 848.543213
	Iteration 34Q: 3 clusters Score -362252.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -362255.437500 Penalty: 848.543213
	Iteration 35Q: 3 clusters Score -362255.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -362257.656250 Penalty: 848.543213
	Iteration 36Q: 3 clusters Score -362257.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -362257.593750 Penalty: 848.543213
	Iteration 37Q: 3 clusters Score -362257.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -362258.218750 Penalty: 848.543213
	Iteration 38Q: 3 clusters Score -362258.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -362258.875000 Penalty: 848.543213
	Iteration 39Q: 3 clusters Score -362258.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -362259.687500 Penalty: 848.543213
	Iteration 40F: 3 clusters Score -362259.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -362261.031250 Penalty: 848.543213
	Iteration 41Q: 3 clusters Score -362261 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -362261.375000 Penalty: 848.543213
	Iteration 42Q: 3 clusters Score -362261.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -362261.375000 Penalty: 848.543213
	Iteration 43F: 3 clusters Score -362261.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Entering Unmasked Estep 
Score: -48906.921875 Penalty: 335.058075
	Iteration 0F: 2 clusters Score -48906.92 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -47690.863281 Penalty: 670.116150
	Iteration 0F: 3 clusters Score -47690.86 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -48135.722656 Penalty: 670.116150
	Iteration 1F: 3 clusters Score -48135.72 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -48212.207031 Penalty: 670.116150
	Iteration 2F: 3 clusters Score -48212.21 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -48238.683594 Penalty: 670.116150
	Iteration 3Q: 3 clusters Score -48238.68 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -48259.000000 Penalty: 670.116150
	Iteration 4Q: 3 clusters Score -48259 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -48272.835938 Penalty: 670.116150
	Iteration 5Q: 3 clusters Score -48272.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -48282.023438 Penalty: 670.116150
	Iteration 6Q: 3 clusters Score -48282.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -48292.597656 Penalty: 670.116150
	Iteration 7Q: 3 clusters Score -48292.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -48312.019531 Penalty: 670.116150
	Iteration 8Q: 3 clusters Score -48312.02 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -48340.140625 Penalty: 670.116150
	Iteration 9Q: 3 clusters Score -48340.14 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -48373.382812 Penalty: 670.116150
	Iteration 10Q: 3 clusters Score -48373.38 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -48405.636719 Penalty: 670.116150
	Iteration 11Q: 3 clusters Score -48405.64 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -48426.328125 Penalty: 670.116150
	Iteration 12Q: 3 clusters Score -48426.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -48439.144531 Penalty: 670.116150
	Iteration 13Q: 3 clusters Score -48439.14 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -48452.433594 Penalty: 670.116150
	Iteration 14Q: 3 clusters Score -48452.43 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -48463.964844 Penalty: 670.116150
	Iteration 15Q: 3 clusters Score -48463.96 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -48472.875000 Penalty: 670.116150
	Iteration 16Q: 3 clusters Score -48472.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -48479.996094 Penalty: 670.116150
	Iteration 17Q: 3 clusters Score -48480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -48483.984375 Penalty: 670.116150
	Iteration 18Q: 3 clusters Score -48483.98 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -48487.582031 Penalty: 670.116150
	Iteration 19Q: 3 clusters Score -48487.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -48491.296875 Penalty: 670.116150
	Iteration 20F: 3 clusters Score -48491.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -48494.203125 Penalty: 670.116150
	Iteration 21Q: 3 clusters Score -48494.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -48496.613281 Penalty: 670.116150
	Iteration 22Q: 3 clusters Score -48496.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -48498.863281 Penalty: 670.116150
	Iteration 23Q: 3 clusters Score -48498.86 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -48502.082031 Penalty: 670.116150
	Iteration 24Q: 3 clusters Score -48502.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -48504.351562 Penalty: 670.116150
	Iteration 25Q: 3 clusters Score -48504.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -48506.468750 Penalty: 670.116150
	Iteration 26Q: 3 clusters Score -48506.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -48508.316406 Penalty: 670.116150
	Iteration 27Q: 3 clusters Score -48508.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -48509.945312 Penalty: 670.116150
	Iteration 28Q: 3 clusters Score -48509.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -48511.292969 Penalty: 670.116150
	Iteration 29Q: 3 clusters Score -48511.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -48514.121094 Penalty: 670.116150
	Iteration 30Q: 3 clusters Score -48514.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -48518.453125 Penalty: 670.116150
	Iteration 31Q: 3 clusters Score -48518.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -48523.597656 Penalty: 670.116150
	Iteration 32Q: 3 clusters Score -48523.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -48525.796875 Penalty: 670.116150
	Iteration 33Q: 3 clusters Score -48525.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -48527.812500 Penalty: 670.116150
	Iteration 34Q: 3 clusters Score -48527.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -48530.375000 Penalty: 670.116150
	Iteration 35Q: 3 clusters Score -48530.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -48532.906250 Penalty: 670.116150
	Iteration 36Q: 3 clusters Score -48532.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -48535.546875 Penalty: 670.116150
	Iteration 37Q: 3 clusters Score -48535.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -48539.515625 Penalty: 670.116150
	Iteration 38Q: 3 clusters Score -48539.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -48543.195312 Penalty: 670.116150
	Iteration 39Q: 3 clusters Score -48543.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -48546.683594 Penalty: 670.116150
	Iteration 40F: 3 clusters Score -48546.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -48548.824219 Penalty: 670.116150
	Iteration 41Q: 3 clusters Score -48548.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -48552.511719 Penalty: 670.116150
	Iteration 42Q: 3 clusters Score -48552.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -48555.363281 Penalty: 670.116150
	Iteration 43Q: 3 clusters Score -48555.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -48556.269531 Penalty: 670.116150
	Iteration 44Q: 3 clusters Score -48556.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -48558.015625 Penalty: 670.116150
	Iteration 45Q: 3 clusters Score -48558.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -48559.097656 Penalty: 670.116150
	Iteration 46Q: 3 clusters Score -48559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -48559.292969 Penalty: 670.116150
	Iteration 47Q: 3 clusters Score -48559.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -48559.292969 Penalty: 670.116150
	Iteration 48F: 3 clusters Score -48559.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Entering Unmasked Estep 
Score: -68991.109375 Penalty: 356.572784
	Iteration 0F: 2 clusters Score -68991.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -67238.250000 Penalty: 713.145569
	Iteration 0F: 3 clusters Score -67238.25 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -67898.390625 Penalty: 713.145569
	Iteration 1F: 3 clusters Score -67898.39 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -68060.320312 Penalty: 713.145569
	Iteration 2F: 3 clusters Score -68060.32 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -68225.234375 Penalty: 713.145569
	Iteration 3F: 3 clusters Score -68225.23 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -68447.773438 Penalty: 713.145569
	Iteration 4F: 3 clusters Score -68447.77 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -68792.617188 Penalty: 713.145569
	Iteration 5F: 3 clusters Score -68792.62 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -69027.867188 Penalty: 713.145569
	Iteration 6F: 3 clusters Score -69027.87 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -69120.789062 Penalty: 713.145569
	Iteration 7Q: 3 clusters Score -69120.79 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -69173.234375 Penalty: 713.145569
	Iteration 8Q: 3 clusters Score -69173.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -69210.023438 Penalty: 713.145569
	Iteration 9Q: 3 clusters Score -69210.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -69234.804688 Penalty: 713.145569
	Iteration 10Q: 3 clusters Score -69234.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -69242.867188 Penalty: 713.145569
	Iteration 11Q: 3 clusters Score -69242.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -69244.890625 Penalty: 713.145569
	Iteration 12Q: 3 clusters Score -69244.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -69245.117188 Penalty: 713.145569
	Iteration 13Q: 3 clusters Score -69245.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -69245.117188 Penalty: 713.145569
	Iteration 14F: 3 clusters Score -69245.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147874 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6407 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 122588 members 
Mstep: Class 6 contains 7548 members 
Mstep: Class 7 contains 41727 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 4873 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 11996 members 
Mstep: Class 13 contains 16735 members 
Mstep: Class 14 contains 65075 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 9166 members 
Mstep: Class 17 contains 5310 members 
Mstep: Class 18 contains 11211 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 20443 members 
Mstep: Class 22 contains 117 members 
Entering Unmasked Estep 
Score: -15730904.000000 Penalty: 13180.710938
Splitting cluster 20 changes total score from -15730897.000000 to -15730904.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 21 (20443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Entering Unmasked Estep 
Score: -668051.375000 Penalty: 451.605530
	Iteration 0F: 2 clusters Score -668051.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -654349.437500 Penalty: 903.211060
	Iteration 0F: 3 clusters Score -654349.4 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -660285.562500 Penalty: 903.211060
	Iteration 1F: 3 clusters Score -660285.6 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -660680.250000 Penalty: 903.211060
	Iteration 2Q: 3 clusters Score -660680.2 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -661142.937500 Penalty: 903.211060
	Iteration 3F: 3 clusters Score -661142.9 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -661722.062500 Penalty: 903.211060
	Iteration 4F: 3 clusters Score -661722.1 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -662420.812500 Penalty: 903.211060
	Iteration 5F: 3 clusters Score -662420.8 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -663249.437500 Penalty: 903.211060
	Iteration 6F: 3 clusters Score -663249.4 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -664046.062500 Penalty: 903.211060
	Iteration 7F: 3 clusters Score -664046.1 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -664671.750000 Penalty: 903.211060
	Iteration 8Q: 3 clusters Score -664671.8 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -665070.250000 Penalty: 903.211060
	Iteration 9Q: 3 clusters Score -665070.2 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -665388.812500 Penalty: 903.211060
	Iteration 10Q: 3 clusters Score -665388.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -665716.062500 Penalty: 903.211060
	Iteration 11Q: 3 clusters Score -665716.1 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -666025.125000 Penalty: 903.211060
	Iteration 12Q: 3 clusters Score -666025.1 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -666280.625000 Penalty: 903.211060
	Iteration 13Q: 3 clusters Score -666280.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -666523.437500 Penalty: 903.211060
	Iteration 14Q: 3 clusters Score -666523.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -666724.500000 Penalty: 903.211060
	Iteration 15Q: 3 clusters Score -666724.5 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -666902.125000 Penalty: 903.211060
	Iteration 16Q: 3 clusters Score -666902.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -667063.312500 Penalty: 903.211060
	Iteration 17Q: 3 clusters Score -667063.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -667224.687500 Penalty: 903.211060
	Iteration 18Q: 3 clusters Score -667224.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -667377.000000 Penalty: 903.211060
	Iteration 19Q: 3 clusters Score -667377 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20117 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -667482.375000 Penalty: 903.211060
	Iteration 20F: 3 clusters Score -667482.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -667555.437500 Penalty: 903.211060
	Iteration 21Q: 3 clusters Score -667555.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -667597.875000 Penalty: 903.211060
	Iteration 22Q: 3 clusters Score -667597.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -667622.062500 Penalty: 903.211060
	Iteration 23Q: 3 clusters Score -667622.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -667636.875000 Penalty: 903.211060
	Iteration 24Q: 3 clusters Score -667636.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -667648.437500 Penalty: 903.211060
	Iteration 25Q: 3 clusters Score -667648.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -667656.125000 Penalty: 903.211060
	Iteration 26Q: 3 clusters Score -667656.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -667662.375000 Penalty: 903.211060
	Iteration 27Q: 3 clusters Score -667662.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -667666.750000 Penalty: 903.211060
	Iteration 28Q: 3 clusters Score -667666.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20361 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -667668.125000 Penalty: 903.211060
	Iteration 29Q: 3 clusters Score -667668.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -667670.187500 Penalty: 903.211060
	Iteration 30Q: 3 clusters Score -667670.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -667671.687500 Penalty: 903.211060
	Iteration 31Q: 3 clusters Score -667671.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -667674.500000 Penalty: 903.211060
	Iteration 32Q: 3 clusters Score -667674.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -667675.500000 Penalty: 903.211060
	Iteration 33Q: 3 clusters Score -667675.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -667681.187500 Penalty: 903.211060
	Iteration 34Q: 3 clusters Score -667681.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -667684.500000 Penalty: 903.211060
	Iteration 35Q: 3 clusters Score -667684.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -667684.500000 Penalty: 903.211060
	Iteration 36F: 3 clusters Score -667684.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 147874 members 
Mstep: Class 2 contains 1161 members 
Mstep: Class 3 contains 6407 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 122588 members 
Mstep: Class 6 contains 7548 members 
Mstep: Class 7 contains 41727 members 
Mstep: Class 8 contains 5226 members 
Mstep: Class 9 contains 4873 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 11996 members 
Mstep: Class 13 contains 16735 members 
Mstep: Class 14 contains 65075 members 
Mstep: Class 15 contains 32070 members 
Mstep: Class 16 contains 9166 members 
Mstep: Class 17 contains 5310 members 
Mstep: Class 18 contains 11211 members 
Mstep: Class 19 contains 1578 members 
Mstep: Class 20 contains 2415 members 
Mstep: Class 21 contains 20443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731257.000000 Penalty: 13180.710938
Iteration 159Q: 23 clusters Score -1.573126e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 147875 members 
Mstep: Class 2 contains 1162 members 
Mstep: Class 3 contains 6409 members 
Mstep: Class 4 contains 2153 members 
Mstep: Class 5 contains 122598 members 
Mstep: Class 6 contains 7551 members 
Mstep: Class 7 contains 41743 members 
Mstep: Class 8 contains 5223 members 
Mstep: Class 9 contains 4874 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6568 members 
Mstep: Class 12 contains 11994 members 
Mstep: Class 13 contains 16714 members 
Mstep: Class 14 contains 65073 members 
Mstep: Class 15 contains 32019 members 
Mstep: Class 16 contains 9150 members 
Mstep: Class 17 contains 5310 members 
Mstep: Class 18 contains 11210 members 
Mstep: Class 19 contains 1579 members 
Mstep: Class 20 contains 2478 members 
Mstep: Class 21 contains 20441 members 
Mstep: Class 22 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731604.000000 Penalty: 13180.710938
Iteration 160F: 23 clusters Score -1.57316e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 147875 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6401 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 122612 members 
Mstep: Class 6 contains 7554 members 
Mstep: Class 7 contains 41767 members 
Mstep: Class 8 contains 5222 members 
Mstep: Class 9 contains 4874 members 
Mstep: Class 10 contains 808 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 11990 members 
Mstep: Class 13 contains 16685 members 
Mstep: Class 14 contains 65069 members 
Mstep: Class 15 contains 31970 members 
Mstep: Class 16 contains 9142 members 
Mstep: Class 17 contains 5315 members 
Mstep: Class 18 contains 11208 members 
Mstep: Class 19 contains 1580 members 
Mstep: Class 20 contains 2525 members 
Mstep: Class 21 contains 20440 members 
Mstep: Class 22 contains 159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731703.000000 Penalty: 13180.710938
Iteration 161Q: 23 clusters Score -1.57317e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 147872 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6392 members 
Mstep: Class 4 contains 2152 members 
Mstep: Class 5 contains 122617 members 
Mstep: Class 6 contains 7554 members 
Mstep: Class 7 contains 41785 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 4876 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 6571 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 16658 members 
Mstep: Class 14 contains 65067 members 
Mstep: Class 15 contains 31936 members 
Mstep: Class 16 contains 9135 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 11205 members 
Mstep: Class 19 contains 1585 members 
Mstep: Class 20 contains 2562 members 
Mstep: Class 21 contains 20440 members 
Mstep: Class 22 contains 170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731778.000000 Penalty: 13180.710938
Iteration 162Q: 23 clusters Score -1.573178e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147866 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6391 members 
Mstep: Class 4 contains 2153 members 
Mstep: Class 5 contains 122624 members 
Mstep: Class 6 contains 7565 members 
Mstep: Class 7 contains 41802 members 
Mstep: Class 8 contains 5231 members 
Mstep: Class 9 contains 4880 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 6566 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 16633 members 
Mstep: Class 14 contains 65062 members 
Mstep: Class 15 contains 31899 members 
Mstep: Class 16 contains 9130 members 
Mstep: Class 17 contains 5325 members 
Mstep: Class 18 contains 11204 members 
Mstep: Class 19 contains 1591 members 
Mstep: Class 20 contains 2586 members 
Mstep: Class 21 contains 20439 members 
Mstep: Class 22 contains 179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731846.000000 Penalty: 13180.710938
Iteration 163Q: 23 clusters Score -1.573185e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147867 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6381 members 
Mstep: Class 4 contains 2155 members 
Mstep: Class 5 contains 122634 members 
Mstep: Class 6 contains 7562 members 
Mstep: Class 7 contains 41820 members 
Mstep: Class 8 contains 5234 members 
Mstep: Class 9 contains 4883 members 
Mstep: Class 10 contains 805 members 
Mstep: Class 11 contains 6568 members 
Mstep: Class 12 contains 11986 members 
Mstep: Class 13 contains 16608 members 
Mstep: Class 14 contains 65041 members 
Mstep: Class 15 contains 31869 members 
Mstep: Class 16 contains 9129 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 18 contains 11206 members 
Mstep: Class 19 contains 1597 members 
Mstep: Class 20 contains 2617 members 
Mstep: Class 21 contains 20441 members 
Mstep: Class 22 contains 186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731859.000000 Penalty: 13180.710938
Iteration 164Q: 23 clusters Score -1.573186e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147867 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6374 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 122637 members 
Mstep: Class 6 contains 7564 members 
Mstep: Class 7 contains 41834 members 
Mstep: Class 8 contains 5235 members 
Mstep: Class 9 contains 4889 members 
Mstep: Class 10 contains 807 members 
Mstep: Class 11 contains 6559 members 
Mstep: Class 12 contains 11982 members 
Mstep: Class 13 contains 16588 members 
Mstep: Class 14 contains 65035 members 
Mstep: Class 15 contains 31857 members 
Mstep: Class 16 contains 9123 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 18 contains 11205 members 
Mstep: Class 19 contains 1604 members 
Mstep: Class 20 contains 2630 members 
Mstep: Class 21 contains 20444 members 
Mstep: Class 22 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731875.000000 Penalty: 13180.710938
Iteration 165Q: 23 clusters Score -1.573188e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147866 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 6368 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 122645 members 
Mstep: Class 6 contains 7562 members 
Mstep: Class 7 contains 41848 members 
Mstep: Class 8 contains 5239 members 
Mstep: Class 9 contains 4898 members 
Mstep: Class 10 contains 808 members 
Mstep: Class 11 contains 6551 members 
Mstep: Class 12 contains 11979 members 
Mstep: Class 13 contains 16574 members 
Mstep: Class 14 contains 65029 members 
Mstep: Class 15 contains 31846 members 
Mstep: Class 16 contains 9122 members 
Mstep: Class 17 contains 5338 members 
Mstep: Class 18 contains 11206 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 2637 members 
Mstep: Class 21 contains 20444 members 
Mstep: Class 22 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731885.000000 Penalty: 13180.710938
Iteration 166Q: 23 clusters Score -1.573188e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147868 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 6368 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 122649 members 
Mstep: Class 6 contains 7561 members 
Mstep: Class 7 contains 41861 members 
Mstep: Class 8 contains 5242 members 
Mstep: Class 9 contains 4904 members 
Mstep: Class 10 contains 809 members 
Mstep: Class 11 contains 6549 members 
Mstep: Class 12 contains 11978 members 
Mstep: Class 13 contains 16549 members 
Mstep: Class 14 contains 65027 members 
Mstep: Class 15 contains 31840 members 
Mstep: Class 16 contains 9121 members 
Mstep: Class 17 contains 5341 members 
Mstep: Class 18 contains 11211 members 
Mstep: Class 19 contains 1606 members 
Mstep: Class 20 contains 2638 members 
Mstep: Class 21 contains 20444 members 
Mstep: Class 22 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731885.000000 Penalty: 13180.710938
Iteration 167Q: 23 clusters Score -1.573188e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147872 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122652 members 
Mstep: Class 6 contains 7565 members 
Mstep: Class 7 contains 41874 members 
Mstep: Class 8 contains 5244 members 
Mstep: Class 9 contains 4910 members 
Mstep: Class 10 contains 809 members 
Mstep: Class 11 contains 6545 members 
Mstep: Class 12 contains 11978 members 
Mstep: Class 13 contains 16530 members 
Mstep: Class 14 contains 65022 members 
Mstep: Class 15 contains 31835 members 
Mstep: Class 16 contains 9113 members 
Mstep: Class 17 contains 5342 members 
Mstep: Class 18 contains 11218 members 
Mstep: Class 19 contains 1606 members 
Mstep: Class 20 contains 2642 members 
Mstep: Class 21 contains 20448 members 
Mstep: Class 22 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731905.000000 Penalty: 13180.710938
Iteration 168Q: 23 clusters Score -1.57319e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147870 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 6363 members 
Mstep: Class 4 contains 2157 members 
Mstep: Class 5 contains 122661 members 
Mstep: Class 6 contains 7573 members 
Mstep: Class 7 contains 41887 members 
Mstep: Class 8 contains 5248 members 
Mstep: Class 9 contains 4917 members 
Mstep: Class 10 contains 809 members 
Mstep: Class 11 contains 6538 members 
Mstep: Class 12 contains 11978 members 
Mstep: Class 13 contains 16510 members 
Mstep: Class 14 contains 65015 members 
Mstep: Class 15 contains 31826 members 
Mstep: Class 16 contains 9108 members 
Mstep: Class 17 contains 5345 members 
Mstep: Class 18 contains 11221 members 
Mstep: Class 19 contains 1606 members 
Mstep: Class 20 contains 2647 members 
Mstep: Class 21 contains 20448 members 
Mstep: Class 22 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731902.000000 Penalty: 13180.710938
Iteration 169Q: 23 clusters Score -1.57319e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147867 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 6364 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 122665 members 
Mstep: Class 6 contains 7576 members 
Mstep: Class 7 contains 41897 members 
Mstep: Class 8 contains 5252 members 
Mstep: Class 9 contains 4922 members 
Mstep: Class 10 contains 810 members 
Mstep: Class 11 contains 6531 members 
Mstep: Class 12 contains 11979 members 
Mstep: Class 13 contains 16495 members 
Mstep: Class 14 contains 65010 members 
Mstep: Class 15 contains 31826 members 
Mstep: Class 16 contains 9104 members 
Mstep: Class 17 contains 5342 members 
Mstep: Class 18 contains 11222 members 
Mstep: Class 19 contains 1607 members 
Mstep: Class 20 contains 2648 members 
Mstep: Class 21 contains 20453 members 
Mstep: Class 22 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731919.000000 Penalty: 13180.710938
Iteration 170Q: 23 clusters Score -1.573192e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147862 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 6362 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 122673 members 
Mstep: Class 6 contains 7581 members 
Mstep: Class 7 contains 41906 members 
Mstep: Class 8 contains 5260 members 
Mstep: Class 9 contains 4929 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 11978 members 
Mstep: Class 13 contains 16479 members 
Mstep: Class 14 contains 65008 members 
Mstep: Class 15 contains 31821 members 
Mstep: Class 16 contains 9099 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 18 contains 11222 members 
Mstep: Class 19 contains 1608 members 
Mstep: Class 20 contains 2651 members 
Mstep: Class 21 contains 20457 members 
Mstep: Class 22 contains 192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731919.000000 Penalty: 13180.710938
Iteration 171Q: 23 clusters Score -1.573192e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147858 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 6359 members 
Mstep: Class 4 contains 2158 members 
Mstep: Class 5 contains 122678 members 
Mstep: Class 6 contains 7582 members 
Mstep: Class 7 contains 41919 members 
Mstep: Class 8 contains 5267 members 
Mstep: Class 9 contains 4932 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6528 members 
Mstep: Class 12 contains 11979 members 
Mstep: Class 13 contains 16462 members 
Mstep: Class 14 contains 65001 members 
Mstep: Class 15 contains 31824 members 
Mstep: Class 16 contains 9090 members 
Mstep: Class 17 contains 5336 members 
Mstep: Class 18 contains 11218 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 2654 members 
Mstep: Class 21 contains 20461 members 
Mstep: Class 22 contains 193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731895.000000 Penalty: 13180.710938
Iteration 172Q: 23 clusters Score -1.57319e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147857 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 6356 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 122687 members 
Mstep: Class 6 contains 7584 members 
Mstep: Class 7 contains 41939 members 
Mstep: Class 8 contains 5269 members 
Mstep: Class 9 contains 4936 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6527 members 
Mstep: Class 12 contains 11978 members 
Mstep: Class 13 contains 16448 members 
Mstep: Class 14 contains 65001 members 
Mstep: Class 15 contains 31819 members 
Mstep: Class 16 contains 9081 members 
Mstep: Class 17 contains 5335 members 
Mstep: Class 18 contains 11206 members 
Mstep: Class 19 contains 1609 members 
Mstep: Class 20 contains 2659 members 
Mstep: Class 21 contains 20464 members 
Mstep: Class 22 contains 194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731921.000000 Penalty: 13180.710938
Iteration 173Q: 23 clusters Score -1.573192e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147851 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 6351 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 122692 members 
Mstep: Class 6 contains 7584 members 
Mstep: Class 7 contains 41952 members 
Mstep: Class 8 contains 5270 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 16436 members 
Mstep: Class 14 contains 65002 members 
Mstep: Class 15 contains 31823 members 
Mstep: Class 16 contains 9070 members 
Mstep: Class 17 contains 5334 members 
Mstep: Class 18 contains 11202 members 
Mstep: Class 19 contains 1618 members 
Mstep: Class 20 contains 2663 members 
Mstep: Class 21 contains 20465 members 
Mstep: Class 22 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731901.000000 Penalty: 13180.710938
Iteration 174Q: 23 clusters Score -1.57319e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147848 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 6340 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 122697 members 
Mstep: Class 6 contains 7583 members 
Mstep: Class 7 contains 41960 members 
Mstep: Class 8 contains 5278 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6528 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 16429 members 
Mstep: Class 14 contains 65000 members 
Mstep: Class 15 contains 31822 members 
Mstep: Class 16 contains 9064 members 
Mstep: Class 17 contains 5333 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 19 contains 1627 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 20463 members 
Mstep: Class 22 contains 195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731880.000000 Penalty: 13180.710938
Iteration 175Q: 23 clusters Score -1.573188e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147846 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6332 members 
Mstep: Class 4 contains 2159 members 
Mstep: Class 5 contains 122708 members 
Mstep: Class 6 contains 7584 members 
Mstep: Class 7 contains 41963 members 
Mstep: Class 8 contains 5284 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16420 members 
Mstep: Class 14 contains 64998 members 
Mstep: Class 15 contains 31819 members 
Mstep: Class 16 contains 9060 members 
Mstep: Class 17 contains 5331 members 
Mstep: Class 18 contains 11200 members 
Mstep: Class 19 contains 1637 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 20463 members 
Mstep: Class 22 contains 198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731899.000000 Penalty: 13180.710938
Iteration 176Q: 23 clusters Score -1.57319e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147844 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6325 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122717 members 
Mstep: Class 6 contains 7585 members 
Mstep: Class 7 contains 41966 members 
Mstep: Class 8 contains 5290 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16413 members 
Mstep: Class 14 contains 64991 members 
Mstep: Class 15 contains 31819 members 
Mstep: Class 16 contains 9052 members 
Mstep: Class 17 contains 5328 members 
Mstep: Class 18 contains 11198 members 
Mstep: Class 19 contains 1644 members 
Mstep: Class 20 contains 2677 members 
Mstep: Class 21 contains 20461 members 
Mstep: Class 22 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731904.000000 Penalty: 13180.710938
Iteration 177Q: 23 clusters Score -1.57319e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147847 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6315 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 122723 members 
Mstep: Class 6 contains 7586 members 
Mstep: Class 7 contains 41971 members 
Mstep: Class 8 contains 5293 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6526 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16402 members 
Mstep: Class 14 contains 64982 members 
Mstep: Class 15 contains 31822 members 
Mstep: Class 16 contains 9047 members 
Mstep: Class 17 contains 5327 members 
Mstep: Class 18 contains 11198 members 
Mstep: Class 19 contains 1651 members 
Mstep: Class 20 contains 2684 members 
Mstep: Class 21 contains 20461 members 
Mstep: Class 22 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731932.000000 Penalty: 13180.710938
Iteration 178Q: 23 clusters Score -1.573193e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147849 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6308 members 
Mstep: Class 4 contains 2162 members 
Mstep: Class 5 contains 122728 members 
Mstep: Class 6 contains 7588 members 
Mstep: Class 7 contains 41976 members 
Mstep: Class 8 contains 5297 members 
Mstep: Class 9 contains 4939 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6525 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16392 members 
Mstep: Class 14 contains 64975 members 
Mstep: Class 15 contains 31821 members 
Mstep: Class 16 contains 9049 members 
Mstep: Class 17 contains 5327 members 
Mstep: Class 18 contains 11195 members 
Mstep: Class 19 contains 1657 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 20459 members 
Mstep: Class 22 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731923.000000 Penalty: 13180.710938
Iteration 179Q: 23 clusters Score -1.573192e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 147851 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6302 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 122731 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 41983 members 
Mstep: Class 8 contains 5300 members 
Mstep: Class 9 contains 4939 members 
Mstep: Class 10 contains 812 members 
Mstep: Class 11 contains 6524 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16383 members 
Mstep: Class 14 contains 64972 members 
Mstep: Class 15 contains 31821 members 
Mstep: Class 16 contains 9049 members 
Mstep: Class 17 contains 5326 members 
Mstep: Class 18 contains 11194 members 
Mstep: Class 19 contains 1661 members 
Mstep: Class 20 contains 2688 members 
Mstep: Class 21 contains 20459 members 
Mstep: Class 22 contains 200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731992.000000 Penalty: 13180.710938
Iteration 180F: 23 clusters Score -1.573199e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147852 members 
Mstep: Class 2 contains 1163 members 
Mstep: Class 3 contains 6292 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 122735 members 
Mstep: Class 6 contains 7585 members 
Mstep: Class 7 contains 41986 members 
Mstep: Class 8 contains 5302 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 811 members 
Mstep: Class 11 contains 6523 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16375 members 
Mstep: Class 14 contains 64972 members 
Mstep: Class 15 contains 31820 members 
Mstep: Class 16 contains 9051 members 
Mstep: Class 17 contains 5322 members 
Mstep: Class 18 contains 11194 members 
Mstep: Class 19 contains 1671 members 
Mstep: Class 20 contains 2690 members 
Mstep: Class 21 contains 20457 members 
Mstep: Class 22 contains 213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732029.000000 Penalty: 13180.710938
Iteration 181Q: 23 clusters Score -1.573203e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147856 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 6271 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 122735 members 
Mstep: Class 6 contains 7587 members 
Mstep: Class 7 contains 41992 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 814 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16360 members 
Mstep: Class 14 contains 64974 members 
Mstep: Class 15 contains 31816 members 
Mstep: Class 16 contains 9052 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 11193 members 
Mstep: Class 19 contains 1686 members 
Mstep: Class 20 contains 2693 members 
Mstep: Class 21 contains 20458 members 
Mstep: Class 22 contains 224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732035.000000 Penalty: 13180.710938
Iteration 182Q: 23 clusters Score -1.573204e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147862 members 
Mstep: Class 2 contains 1164 members 
Mstep: Class 3 contains 6259 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122743 members 
Mstep: Class 6 contains 7586 members 
Mstep: Class 7 contains 41999 members 
Mstep: Class 8 contains 5307 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 816 members 
Mstep: Class 11 contains 6514 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16346 members 
Mstep: Class 14 contains 64969 members 
Mstep: Class 15 contains 31812 members 
Mstep: Class 16 contains 9057 members 
Mstep: Class 17 contains 5317 members 
Mstep: Class 18 contains 11191 members 
Mstep: Class 19 contains 1695 members 
Mstep: Class 20 contains 2693 members 
Mstep: Class 21 contains 20458 members 
Mstep: Class 22 contains 228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732029.000000 Penalty: 13180.710938
Iteration 183Q: 23 clusters Score -1.573203e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147865 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 6245 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122747 members 
Mstep: Class 6 contains 7586 members 
Mstep: Class 7 contains 42002 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 818 members 
Mstep: Class 11 contains 6511 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16337 members 
Mstep: Class 14 contains 64969 members 
Mstep: Class 15 contains 31811 members 
Mstep: Class 16 contains 9060 members 
Mstep: Class 17 contains 5316 members 
Mstep: Class 18 contains 11191 members 
Mstep: Class 19 contains 1704 members 
Mstep: Class 20 contains 2688 members 
Mstep: Class 21 contains 20463 members 
Mstep: Class 22 contains 230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732034.000000 Penalty: 13180.710938
Iteration 184Q: 23 clusters Score -1.573203e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147869 members 
Mstep: Class 2 contains 1165 members 
Mstep: Class 3 contains 6228 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122755 members 
Mstep: Class 6 contains 7579 members 
Mstep: Class 7 contains 42005 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 819 members 
Mstep: Class 11 contains 6506 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16333 members 
Mstep: Class 14 contains 64966 members 
Mstep: Class 15 contains 31810 members 
Mstep: Class 16 contains 9060 members 
Mstep: Class 17 contains 5314 members 
Mstep: Class 18 contains 11191 members 
Mstep: Class 19 contains 1722 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 20465 members 
Mstep: Class 22 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732023.000000 Penalty: 13180.710938
Iteration 185Q: 23 clusters Score -1.573202e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147873 members 
Mstep: Class 2 contains 1167 members 
Mstep: Class 3 contains 6204 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122759 members 
Mstep: Class 6 contains 7579 members 
Mstep: Class 7 contains 42014 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 820 members 
Mstep: Class 11 contains 6506 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16325 members 
Mstep: Class 14 contains 64963 members 
Mstep: Class 15 contains 31807 members 
Mstep: Class 16 contains 9062 members 
Mstep: Class 17 contains 5311 members 
Mstep: Class 18 contains 11190 members 
Mstep: Class 19 contains 1741 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 20467 members 
Mstep: Class 22 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732008.000000 Penalty: 13180.710938
Iteration 186Q: 23 clusters Score -1.573201e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147886 members 
Mstep: Class 2 contains 1168 members 
Mstep: Class 3 contains 6177 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122766 members 
Mstep: Class 6 contains 7583 members 
Mstep: Class 7 contains 42024 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 4938 members 
Mstep: Class 10 contains 822 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16315 members 
Mstep: Class 14 contains 64965 members 
Mstep: Class 15 contains 31802 members 
Mstep: Class 16 contains 9063 members 
Mstep: Class 17 contains 5309 members 
Mstep: Class 18 contains 11190 members 
Mstep: Class 19 contains 1747 members 
Mstep: Class 20 contains 2683 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732032.000000 Penalty: 13180.710938
Iteration 187Q: 23 clusters Score -1.573203e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147894 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 3 contains 6151 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122779 members 
Mstep: Class 6 contains 7589 members 
Mstep: Class 7 contains 42024 members 
Mstep: Class 8 contains 5310 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16303 members 
Mstep: Class 14 contains 64965 members 
Mstep: Class 15 contains 31800 members 
Mstep: Class 16 contains 9061 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 11190 members 
Mstep: Class 19 contains 1755 members 
Mstep: Class 20 contains 2683 members 
Mstep: Class 21 contains 20473 members 
Mstep: Class 22 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732035.000000 Penalty: 13180.710938
Iteration 188Q: 23 clusters Score -1.573204e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147906 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 3 contains 6128 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122792 members 
Mstep: Class 6 contains 7589 members 
Mstep: Class 7 contains 42031 members 
Mstep: Class 8 contains 5310 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 824 members 
Mstep: Class 11 contains 6503 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16288 members 
Mstep: Class 14 contains 64960 members 
Mstep: Class 15 contains 31797 members 
Mstep: Class 16 contains 9060 members 
Mstep: Class 17 contains 5307 members 
Mstep: Class 18 contains 11191 members 
Mstep: Class 19 contains 1768 members 
Mstep: Class 20 contains 2684 members 
Mstep: Class 21 contains 20474 members 
Mstep: Class 22 contains 232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732037.000000 Penalty: 13180.710938
Iteration 189Q: 23 clusters Score -1.573204e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147913 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 3 contains 6108 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122803 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 42038 members 
Mstep: Class 8 contains 5310 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 6503 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16273 members 
Mstep: Class 14 contains 64956 members 
Mstep: Class 15 contains 31794 members 
Mstep: Class 16 contains 9064 members 
Mstep: Class 17 contains 5307 members 
Mstep: Class 18 contains 11191 members 
Mstep: Class 19 contains 1778 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 20472 members 
Mstep: Class 22 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732028.000000 Penalty: 13180.710938
Iteration 190Q: 23 clusters Score -1.573203e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147920 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 6085 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122823 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 42040 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16254 members 
Mstep: Class 14 contains 64951 members 
Mstep: Class 15 contains 31792 members 
Mstep: Class 16 contains 9066 members 
Mstep: Class 17 contains 5306 members 
Mstep: Class 18 contains 11196 members 
Mstep: Class 19 contains 1786 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 20475 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732046.000000 Penalty: 13180.710938
Iteration 191Q: 23 clusters Score -1.573205e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147932 members 
Mstep: Class 2 contains 1172 members 
Mstep: Class 3 contains 6065 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122832 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 42052 members 
Mstep: Class 8 contains 5310 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 6506 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16236 members 
Mstep: Class 14 contains 64948 members 
Mstep: Class 15 contains 31789 members 
Mstep: Class 16 contains 9068 members 
Mstep: Class 17 contains 5307 members 
Mstep: Class 18 contains 11194 members 
Mstep: Class 19 contains 1796 members 
Mstep: Class 20 contains 2686 members 
Mstep: Class 21 contains 20474 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732051.000000 Penalty: 13180.710938
Iteration 192Q: 23 clusters Score -1.573205e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147937 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 6047 members 
Mstep: Class 4 contains 2160 members 
Mstep: Class 5 contains 122839 members 
Mstep: Class 6 contains 7589 members 
Mstep: Class 7 contains 42064 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 4937 members 
Mstep: Class 10 contains 825 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 16220 members 
Mstep: Class 14 contains 64948 members 
Mstep: Class 15 contains 31785 members 
Mstep: Class 16 contains 9073 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 11191 members 
Mstep: Class 19 contains 1807 members 
Mstep: Class 20 contains 2684 members 
Mstep: Class 21 contains 20476 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732052.000000 Penalty: 13180.710938
Iteration 193Q: 23 clusters Score -1.573205e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147935 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 6033 members 
Mstep: Class 4 contains 2161 members 
Mstep: Class 5 contains 122844 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 42077 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 4939 members 
Mstep: Class 10 contains 826 members 
Mstep: Class 11 contains 6509 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 16205 members 
Mstep: Class 14 contains 64948 members 
Mstep: Class 15 contains 31783 members 
Mstep: Class 16 contains 9074 members 
Mstep: Class 17 contains 5309 members 
Mstep: Class 18 contains 11188 members 
Mstep: Class 19 contains 1817 members 
Mstep: Class 20 contains 2683 members 
Mstep: Class 21 contains 20478 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732073.000000 Penalty: 13180.710938
Iteration 194Q: 23 clusters Score -1.573207e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147937 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 6023 members 
Mstep: Class 4 contains 2163 members 
Mstep: Class 5 contains 122847 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 42086 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 4939 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16189 members 
Mstep: Class 14 contains 64943 members 
Mstep: Class 15 contains 31781 members 
Mstep: Class 16 contains 9076 members 
Mstep: Class 17 contains 5310 members 
Mstep: Class 18 contains 11189 members 
Mstep: Class 19 contains 1826 members 
Mstep: Class 20 contains 2684 members 
Mstep: Class 21 contains 20479 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732096.000000 Penalty: 13180.710938
Iteration 195Q: 23 clusters Score -1.57321e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147941 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 6012 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 5 contains 122848 members 
Mstep: Class 6 contains 7591 members 
Mstep: Class 7 contains 42096 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 4939 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6506 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 16176 members 
Mstep: Class 14 contains 64938 members 
Mstep: Class 15 contains 31783 members 
Mstep: Class 16 contains 9078 members 
Mstep: Class 17 contains 5311 members 
Mstep: Class 18 contains 11189 members 
Mstep: Class 19 contains 1834 members 
Mstep: Class 20 contains 2684 members 
Mstep: Class 21 contains 20479 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732099.000000 Penalty: 13180.710938
Iteration 196Q: 23 clusters Score -1.57321e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147944 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 5994 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122852 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 42110 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 4941 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6504 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 16165 members 
Mstep: Class 14 contains 64938 members 
Mstep: Class 15 contains 31779 members 
Mstep: Class 16 contains 9082 members 
Mstep: Class 17 contains 5311 members 
Mstep: Class 18 contains 11187 members 
Mstep: Class 19 contains 1844 members 
Mstep: Class 20 contains 2684 members 
Mstep: Class 21 contains 20480 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732113.000000 Penalty: 13180.710938
Iteration 197Q: 23 clusters Score -1.573211e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147949 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 5973 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122862 members 
Mstep: Class 6 contains 7589 members 
Mstep: Class 7 contains 42124 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 4944 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 16149 members 
Mstep: Class 14 contains 64936 members 
Mstep: Class 15 contains 31777 members 
Mstep: Class 16 contains 9083 members 
Mstep: Class 17 contains 5314 members 
Mstep: Class 18 contains 11184 members 
Mstep: Class 19 contains 1858 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 20481 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732096.000000 Penalty: 13180.710938
Iteration 198Q: 23 clusters Score -1.57321e+07 nChanged 96
Entering ConstructFrom: 
Score: -15732096.000000 Penalty: 13180.710938
Entering ConstructFrom: 
Trying to split cluster 1 (147958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147958 members 
Entering Unmasked Estep 
Score: -4914976.000000 Penalty: 541.663147
	Iteration 0F: 2 clusters Score -4914976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73842 members 
Mstep: Class 2 contains 74116 members 
Entering Unmasked Estep 
Score: -4814454.500000 Penalty: 1083.326294
	Iteration 0F: 3 clusters Score -4814454 nChanged 72580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 85256 members 
Entering Unmasked Estep 
Score: -4860841.500000 Penalty: 1083.326294
	Iteration 1F: 3 clusters Score -4860842 nChanged 9836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 92534 members 
Entering Unmasked Estep 
Score: -4866071.500000 Penalty: 1083.326294
	Iteration 2F: 3 clusters Score -4866072 nChanged 11112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 101394 members 
Entering Unmasked Estep 
Score: -4872793.000000 Penalty: 1083.326294
	Iteration 3F: 3 clusters Score -4872793 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36636 members 
Mstep: Class 2 contains 111322 members 
Entering Unmasked Estep 
Score: -4880967.500000 Penalty: 1083.326294
	Iteration 4F: 3 clusters Score -4880968 nChanged 11125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 121813 members 
Entering Unmasked Estep 
Score: -4890298.500000 Penalty: 1083.326294
	Iteration 5F: 3 clusters Score -4890298 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 131702 members 
Entering Unmasked Estep 
Score: -4899502.000000 Penalty: 1083.326294
	Iteration 6F: 3 clusters Score -4899502 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 139354 members 
Entering Unmasked Estep 
Score: -4906803.500000 Penalty: 1083.326294
	Iteration 7F: 3 clusters Score -4906804 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 144226 members 
Entering Unmasked Estep 
Score: -4911394.500000 Penalty: 1083.326294
	Iteration 8Q: 3 clusters Score -4911394 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 146596 members 
Entering Unmasked Estep 
Score: -4913480.500000 Penalty: 1083.326294
	Iteration 9Q: 3 clusters Score -4913480 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 147447 members 
Entering Unmasked Estep 
Score: -4914183.500000 Penalty: 1083.326294
	Iteration 10Q: 3 clusters Score -4914184 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 147707 members 
Entering Unmasked Estep 
Score: -4914368.000000 Penalty: 1083.326294
	Iteration 11Q: 3 clusters Score -4914368 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 147800 members 
Entering Unmasked Estep 
Score: -4914436.000000 Penalty: 1083.326294
	Iteration 12Q: 3 clusters Score -4914436 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 147836 members 
Entering Unmasked Estep 
Score: -4914462.500000 Penalty: 1083.326294
	Iteration 13Q: 3 clusters Score -4914462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 147849 members 
Entering Unmasked Estep 
Score: -4914483.000000 Penalty: 1083.326294
	Iteration 14Q: 3 clusters Score -4914483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 147856 members 
Entering Unmasked Estep 
Score: -4914487.500000 Penalty: 1083.326294
	Iteration 15Q: 3 clusters Score -4914488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 147861 members 
Entering Unmasked Estep 
Score: -4914497.000000 Penalty: 1083.326294
	Iteration 16Q: 3 clusters Score -4914497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 147861 members 
Entering Unmasked Estep 
Score: -4914505.500000 Penalty: 1083.326294
	Iteration 17Q: 3 clusters Score -4914506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 147864 members 
Entering Unmasked Estep 
Score: -4914507.000000 Penalty: 1083.326294
	Iteration 18Q: 3 clusters Score -4914507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 147866 members 
Entering Unmasked Estep 
Score: -4914506.500000 Penalty: 1083.326294
	Iteration 19Q: 3 clusters Score -4914506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 147866 members 
Entering Unmasked Estep 
Score: -4914506.500000 Penalty: 1083.326294
	Iteration 20F: 3 clusters Score -4914506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Entering Unmasked Estep 
Score: -37558.183594 Penalty: 321.563049
	Iteration 0F: 2 clusters Score -37558.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -36658.320312 Penalty: 643.126099
	Iteration 0F: 3 clusters Score -36658.32 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -36942.972656 Penalty: 643.126099
	Iteration 1F: 3 clusters Score -36942.97 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -37016.023438 Penalty: 643.126099
	Iteration 2F: 3 clusters Score -37016.02 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -37067.019531 Penalty: 643.126099
	Iteration 3F: 3 clusters Score -37067.02 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -37094.589844 Penalty: 643.126099
	Iteration 4Q: 3 clusters Score -37094.59 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -37112.468750 Penalty: 643.126099
	Iteration 5Q: 3 clusters Score -37112.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -37126.488281 Penalty: 643.126099
	Iteration 6Q: 3 clusters Score -37126.49 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -37137.417969 Penalty: 643.126099
	Iteration 7Q: 3 clusters Score -37137.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -37148.050781 Penalty: 643.126099
	Iteration 8Q: 3 clusters Score -37148.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -37158.035156 Penalty: 643.126099
	Iteration 9Q: 3 clusters Score -37158.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -37162.187500 Penalty: 643.126099
	Iteration 10Q: 3 clusters Score -37162.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -37166.375000 Penalty: 643.126099
	Iteration 11Q: 3 clusters Score -37166.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -37169.472656 Penalty: 643.126099
	Iteration 12Q: 3 clusters Score -37169.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -37171.507812 Penalty: 643.126099
	Iteration 13Q: 3 clusters Score -37171.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -37173.925781 Penalty: 643.126099
	Iteration 14Q: 3 clusters Score -37173.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -37176.234375 Penalty: 643.126099
	Iteration 15Q: 3 clusters Score -37176.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -37181.914062 Penalty: 643.126099
	Iteration 16Q: 3 clusters Score -37181.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -37189.582031 Penalty: 643.126099
	Iteration 17Q: 3 clusters Score -37189.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -37193.703125 Penalty: 643.126099
	Iteration 18Q: 3 clusters Score -37193.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -37197.894531 Penalty: 643.126099
	Iteration 19Q: 3 clusters Score -37197.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -37203.804688 Penalty: 643.126099
	Iteration 20F: 3 clusters Score -37203.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -37209.472656 Penalty: 643.126099
	Iteration 21Q: 3 clusters Score -37209.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -37214.628906 Penalty: 643.126099
	Iteration 22Q: 3 clusters Score -37214.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -37217.566406 Penalty: 643.126099
	Iteration 23Q: 3 clusters Score -37217.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -37219.593750 Penalty: 643.126099
	Iteration 24Q: 3 clusters Score -37219.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -37221.425781 Penalty: 643.126099
	Iteration 25Q: 3 clusters Score -37221.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -37221.886719 Penalty: 643.126099
	Iteration 26Q: 3 clusters Score -37221.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -37222.781250 Penalty: 643.126099
	Iteration 27Q: 3 clusters Score -37222.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -37223.562500 Penalty: 643.126099
	Iteration 28Q: 3 clusters Score -37223.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -37224.007812 Penalty: 643.126099
	Iteration 29Q: 3 clusters Score -37224.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -37224.167969 Penalty: 643.126099
	Iteration 30Q: 3 clusters Score -37224.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -37224.167969 Penalty: 643.126099
	Iteration 31F: 3 clusters Score -37224.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Entering Unmasked Estep 
Score: -177219.484375 Penalty: 395.447174
	Iteration 0F: 2 clusters Score -177219.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -173207.125000 Penalty: 790.894348
	Iteration 0F: 3 clusters Score -173207.1 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -174802.187500 Penalty: 790.894348
	Iteration 1F: 3 clusters Score -174802.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -174989.125000 Penalty: 790.894348
	Iteration 2F: 3 clusters Score -174989.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -175196.562500 Penalty: 790.894348
	Iteration 3F: 3 clusters Score -175196.6 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -175440.062500 Penalty: 790.894348
	Iteration 4F: 3 clusters Score -175440.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -175716.187500 Penalty: 790.894348
	Iteration 5F: 3 clusters Score -175716.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -176010.453125 Penalty: 790.894348
	Iteration 6F: 3 clusters Score -176010.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -176263.718750 Penalty: 790.894348
	Iteration 7F: 3 clusters Score -176263.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -176481.296875 Penalty: 790.894348
	Iteration 8Q: 3 clusters Score -176481.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -176630.140625 Penalty: 790.894348
	Iteration 9Q: 3 clusters Score -176630.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -176726.140625 Penalty: 790.894348
	Iteration 10Q: 3 clusters Score -176726.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -176779.234375 Penalty: 790.894348
	Iteration 11Q: 3 clusters Score -176779.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -176812.546875 Penalty: 790.894348
	Iteration 12Q: 3 clusters Score -176812.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -176836.546875 Penalty: 790.894348
	Iteration 13Q: 3 clusters Score -176836.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -176845.171875 Penalty: 790.894348
	Iteration 14Q: 3 clusters Score -176845.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -176852.953125 Penalty: 790.894348
	Iteration 15Q: 3 clusters Score -176853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -176855.578125 Penalty: 790.894348
	Iteration 16Q: 3 clusters Score -176855.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -176856.343750 Penalty: 790.894348
	Iteration 17Q: 3 clusters Score -176856.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -176856.468750 Penalty: 790.894348
	Iteration 18Q: 3 clusters Score -176856.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -176857.453125 Penalty: 790.894348
	Iteration 19Q: 3 clusters Score -176857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -176859.718750 Penalty: 790.894348
	Iteration 20F: 3 clusters Score -176859.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -176860.718750 Penalty: 790.894348
	Iteration 21Q: 3 clusters Score -176860.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -176860.718750 Penalty: 790.894348
	Iteration 22F: 3 clusters Score -176860.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Entering Unmasked Estep 
Score: -68615.835938 Penalty: 349.468994
	Iteration 0F: 2 clusters Score -68615.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -67085.132812 Penalty: 698.937988
	Iteration 0F: 3 clusters Score -67085.13 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -67626.421875 Penalty: 698.937988
	Iteration 1F: 3 clusters Score -67626.42 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -67719.968750 Penalty: 698.937988
	Iteration 2F: 3 clusters Score -67719.97 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -67785.375000 Penalty: 698.937988
	Iteration 3F: 3 clusters Score -67785.38 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -67831.007812 Penalty: 698.937988
	Iteration 4Q: 3 clusters Score -67831.01 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -67862.015625 Penalty: 698.937988
	Iteration 5Q: 3 clusters Score -67862.02 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -67880.953125 Penalty: 698.937988
	Iteration 6Q: 3 clusters Score -67880.95 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -67901.429688 Penalty: 698.937988
	Iteration 7Q: 3 clusters Score -67901.43 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -67916.929688 Penalty: 698.937988
	Iteration 8Q: 3 clusters Score -67916.93 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -67932.773438 Penalty: 698.937988
	Iteration 9Q: 3 clusters Score -67932.77 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -67956.203125 Penalty: 698.937988
	Iteration 10Q: 3 clusters Score -67956.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -67984.960938 Penalty: 698.937988
	Iteration 11Q: 3 clusters Score -67984.96 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -68021.726562 Penalty: 698.937988
	Iteration 12Q: 3 clusters Score -68021.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -68057.820312 Penalty: 698.937988
	Iteration 13Q: 3 clusters Score -68057.82 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -68089.093750 Penalty: 698.937988
	Iteration 14Q: 3 clusters Score -68089.09 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -68107.914062 Penalty: 698.937988
	Iteration 15Q: 3 clusters Score -68107.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -68117.070312 Penalty: 698.937988
	Iteration 16Q: 3 clusters Score -68117.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -68121.406250 Penalty: 698.937988
	Iteration 17Q: 3 clusters Score -68121.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -68123.554688 Penalty: 698.937988
	Iteration 18Q: 3 clusters Score -68123.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -68124.937500 Penalty: 698.937988
	Iteration 19Q: 3 clusters Score -68124.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -68127.484375 Penalty: 698.937988
	Iteration 20F: 3 clusters Score -68127.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -68128.703125 Penalty: 698.937988
	Iteration 21Q: 3 clusters Score -68128.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -68130.390625 Penalty: 698.937988
	Iteration 22Q: 3 clusters Score -68130.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -68131.945312 Penalty: 698.937988
	Iteration 23Q: 3 clusters Score -68131.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -68134.140625 Penalty: 698.937988
	Iteration 24Q: 3 clusters Score -68134.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -68134.984375 Penalty: 698.937988
	Iteration 25Q: 3 clusters Score -68134.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -68135.492188 Penalty: 698.937988
	Iteration 26Q: 3 clusters Score -68135.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -68135.687500 Penalty: 698.937988
	Iteration 27Q: 3 clusters Score -68135.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -68135.843750 Penalty: 698.937988
	Iteration 28Q: 3 clusters Score -68135.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -68135.968750 Penalty: 698.937988
	Iteration 29Q: 3 clusters Score -68135.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -68135.968750 Penalty: 698.937988
	Iteration 30F: 3 clusters Score -68135.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122871 members 
Entering Unmasked Estep 
Score: -4037082.750000 Penalty: 533.209534
	Iteration 0F: 2 clusters Score -4037083 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 61354 members 
Entering Unmasked Estep 
Score: -3954202.750000 Penalty: 1066.419067
	Iteration 0F: 3 clusters Score -3954203 nChanged 60004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67793 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -3991981.750000 Penalty: 1066.419067
	Iteration 1F: 3 clusters Score -3991982 nChanged 7663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72320 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -3995493.250000 Penalty: 1066.419067
	Iteration 2F: 3 clusters Score -3995493 nChanged 8334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78118 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -4000078.250000 Penalty: 1066.419067
	Iteration 3F: 3 clusters Score -4000078 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84870 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -4005609.750000 Penalty: 1066.419067
	Iteration 4F: 3 clusters Score -4005610 nChanged 8196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92038 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -4011896.250000 Penalty: 1066.419067
	Iteration 5F: 3 clusters Score -4011896 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98829 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -4018473.000000 Penalty: 1066.419067
	Iteration 6F: 3 clusters Score -4018473 nChanged 5744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104373 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -4023940.500000 Penalty: 1066.419067
	Iteration 7Q: 3 clusters Score -4023940 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108331 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -4027548.500000 Penalty: 1066.419067
	Iteration 8Q: 3 clusters Score -4027548 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111103 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -4029706.750000 Penalty: 1066.419067
	Iteration 9Q: 3 clusters Score -4029707 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113253 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -4031103.250000 Penalty: 1066.419067
	Iteration 10Q: 3 clusters Score -4031103 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115083 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -4032249.750000 Penalty: 1066.419067
	Iteration 11Q: 3 clusters Score -4032250 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116703 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -4033236.750000 Penalty: 1066.419067
	Iteration 12Q: 3 clusters Score -4033237 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117939 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -4034004.500000 Penalty: 1066.419067
	Iteration 13Q: 3 clusters Score -4034004 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118934 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -4034581.500000 Penalty: 1066.419067
	Iteration 14Q: 3 clusters Score -4034582 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119702 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -4035033.750000 Penalty: 1066.419067
	Iteration 15Q: 3 clusters Score -4035034 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120346 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -4035453.000000 Penalty: 1066.419067
	Iteration 16Q: 3 clusters Score -4035453 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120853 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -4035762.000000 Penalty: 1066.419067
	Iteration 17Q: 3 clusters Score -4035762 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121239 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -4035983.500000 Penalty: 1066.419067
	Iteration 18Q: 3 clusters Score -4035984 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121529 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4036120.000000 Penalty: 1066.419067
	Iteration 19Q: 3 clusters Score -4036120 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121740 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4036224.750000 Penalty: 1066.419067
	Iteration 20F: 3 clusters Score -4036225 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121909 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -4036296.000000 Penalty: 1066.419067
	Iteration 21Q: 3 clusters Score -4036296 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122049 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -4036370.500000 Penalty: 1066.419067
	Iteration 22Q: 3 clusters Score -4036370 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122174 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4036439.500000 Penalty: 1066.419067
	Iteration 23Q: 3 clusters Score -4036440 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122272 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4036484.250000 Penalty: 1066.419067
	Iteration 24Q: 3 clusters Score -4036484 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122336 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -4036513.250000 Penalty: 1066.419067
	Iteration 25Q: 3 clusters Score -4036513 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122380 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4036536.250000 Penalty: 1066.419067
	Iteration 26Q: 3 clusters Score -4036536 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122419 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -4036552.000000 Penalty: 1066.419067
	Iteration 27Q: 3 clusters Score -4036552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122451 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -4036569.000000 Penalty: 1066.419067
	Iteration 28Q: 3 clusters Score -4036569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122483 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4036578.750000 Penalty: 1066.419067
	Iteration 29Q: 3 clusters Score -4036579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122500 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4036587.750000 Penalty: 1066.419067
	Iteration 30Q: 3 clusters Score -4036588 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122514 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4036598.250000 Penalty: 1066.419067
	Iteration 31Q: 3 clusters Score -4036598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122531 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4036612.000000 Penalty: 1066.419067
	Iteration 32Q: 3 clusters Score -4036612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122540 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4036621.750000 Penalty: 1066.419067
	Iteration 33Q: 3 clusters Score -4036622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122545 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4036624.500000 Penalty: 1066.419067
	Iteration 34Q: 3 clusters Score -4036624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122547 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -4036624.000000 Penalty: 1066.419067
	Iteration 35Q: 3 clusters Score -4036624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122549 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4036625.500000 Penalty: 1066.419067
	Iteration 36Q: 3 clusters Score -4036626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122553 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4036628.000000 Penalty: 1066.419067
	Iteration 37Q: 3 clusters Score -4036628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122555 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4036627.750000 Penalty: 1066.419067
	Iteration 38Q: 3 clusters Score -4036628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122556 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4036625.500000 Penalty: 1066.419067
	Iteration 39Q: 3 clusters Score -4036626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122556 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4036626.000000 Penalty: 1066.419067
	Iteration 40F: 3 clusters Score -4036626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Entering Unmasked Estep 
Score: -234356.296875 Penalty: 406.535706
	Iteration 0F: 2 clusters Score -234356.3 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 3774 members 
Entering Unmasked Estep 
Score: -229207.031250 Penalty: 813.071411
	Iteration 0F: 3 clusters Score -229207 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -231295.203125 Penalty: 813.071411
	Iteration 1F: 3 clusters Score -231295.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -231603.671875 Penalty: 813.071411
	Iteration 2F: 3 clusters Score -231603.7 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -231997.140625 Penalty: 813.071411
	Iteration 3F: 3 clusters Score -231997.1 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -232486.718750 Penalty: 813.071411
	Iteration 4F: 3 clusters Score -232486.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -232973.484375 Penalty: 813.071411
	Iteration 5F: 3 clusters Score -232973.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -233381.796875 Penalty: 813.071411
	Iteration 6F: 3 clusters Score -233381.8 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -233660.890625 Penalty: 813.071411
	Iteration 7Q: 3 clusters Score -233660.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -233832.406250 Penalty: 813.071411
	Iteration 8Q: 3 clusters Score -233832.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -233965.875000 Penalty: 813.071411
	Iteration 9Q: 3 clusters Score -233965.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -234018.843750 Penalty: 813.071411
	Iteration 10Q: 3 clusters Score -234018.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -234041.156250 Penalty: 813.071411
	Iteration 11Q: 3 clusters Score -234041.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -234057.703125 Penalty: 813.071411
	Iteration 12Q: 3 clusters Score -234057.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -234065.046875 Penalty: 813.071411
	Iteration 13Q: 3 clusters Score -234065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -234065.140625 Penalty: 813.071411
	Iteration 14Q: 3 clusters Score -234065.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -234065.140625 Penalty: 813.071411
	Iteration 15F: 3 clusters Score -234065.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Entering Unmasked Estep 
Score: -1312594.000000 Penalty: 484.511749
	Iteration 0F: 2 clusters Score -1312594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -1284244.750000 Penalty: 969.023499
	Iteration 0F: 3 clusters Score -1284245 nChanged 20325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -1297498.375000 Penalty: 969.023499
	Iteration 1F: 3 clusters Score -1297498 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -1298856.875000 Penalty: 969.023499
	Iteration 2F: 3 clusters Score -1298857 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20321 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -1300988.750000 Penalty: 969.023499
	Iteration 3F: 3 clusters Score -1300989 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -1303820.375000 Penalty: 969.023499
	Iteration 4F: 3 clusters Score -1303820 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -1306204.250000 Penalty: 969.023499
	Iteration 5F: 3 clusters Score -1306204 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -1307353.375000 Penalty: 969.023499
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -1307732 nChanged 675
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Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 23741 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -1307850 nChanged 436
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 23883 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1307908 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1307956 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1307979 nChanged 244
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -1308013.000000 Penalty: 969.023499
	Iteration 12Q: 3 clusters Score -1308013 nChanged 206
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1308029 nChanged 203
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Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1308052 nChanged 202
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 24660 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1308071 nChanged 180
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Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1308087 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1308100 nChanged 153
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Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1308110 nChanged 162
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 25140 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1308127 nChanged 165
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Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1308142 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1308156 nChanged 154
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Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1308169 nChanged 167
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Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1308179 nChanged 171
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Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1308186 nChanged 162
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Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1308191 nChanged 170
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1308208 nChanged 165
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Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 26353 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1308224 nChanged 164
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Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1308241 nChanged 165
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Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1308248 nChanged 168
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Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 26830 members 
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	Iteration 30Q: 3 clusters Score -1308264 nChanged 164
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Mstep: Class 1 contains 15144 members 
Mstep: Class 2 contains 26990 members 
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	Iteration 31Q: 3 clusters Score -1308274 nChanged 172
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Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1308293 nChanged 173
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Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 27333 members 
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	Iteration 33Q: 3 clusters Score -1308309 nChanged 185
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Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 27518 members 
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	Iteration 34Q: 3 clusters Score -1308322 nChanged 189
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Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 27705 members 
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	Iteration 35Q: 3 clusters Score -1308335 nChanged 199
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Mstep: Class 1 contains 14230 members 
Mstep: Class 2 contains 27904 members 
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	Iteration 36Q: 3 clusters Score -1308354 nChanged 219
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Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 28123 members 
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	Iteration 37Q: 3 clusters Score -1308375 nChanged 274
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Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 28397 members 
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	Iteration 38Q: 3 clusters Score -1308408 nChanged 288
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Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 28685 members 
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	Iteration 39Q: 3 clusters Score -1308440 nChanged 319
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Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 29004 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1308492 nChanged 360
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Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 29364 members 
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	Iteration 41Q: 3 clusters Score -1308542 nChanged 396
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Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1308612 nChanged 381
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Mstep: Class 2 contains 30141 members 
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	Iteration 43Q: 3 clusters Score -1308674 nChanged 372
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Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 30513 members 
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	Iteration 44Q: 3 clusters Score -1308735 nChanged 366
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Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1308790 nChanged 407
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Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1308861 nChanged 371
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Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 31657 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1308919 nChanged 375
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Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 32032 members 
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	Iteration 48Q: 3 clusters Score -1308991 nChanged 400
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Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 32432 members 
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	Iteration 49Q: 3 clusters Score -1309063 nChanged 436
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Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 32868 members 
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	Iteration 50Q: 3 clusters Score -1309164 nChanged 456
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Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 33324 members 
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	Iteration 51Q: 3 clusters Score -1309268 nChanged 451
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Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 33775 members 
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	Iteration 52Q: 3 clusters Score -1309379 nChanged 476
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Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 34251 members 
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	Iteration 53Q: 3 clusters Score -1309516 nChanged 495
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Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 34746 members 
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	Iteration 54Q: 3 clusters Score -1309664 nChanged 509
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Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 35255 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1309841 nChanged 506
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Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 35757 members 
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	Iteration 56Q: 3 clusters Score -1310036 nChanged 498
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Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 36251 members 
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	Iteration 57Q: 3 clusters Score -1310266 nChanged 501
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Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 36734 members 
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	Iteration 58Q: 3 clusters Score -1310504 nChanged 476
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Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 37194 members 
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	Iteration 59Q: 3 clusters Score -1310755 nChanged 448
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Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1311030 nChanged 441
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Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 38043 members 
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	Iteration 61Q: 3 clusters Score -1311305 nChanged 387
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Mstep: Class 1 contains 3724 members 
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	Iteration 62Q: 3 clusters Score -1311535 nChanged 331
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Mstep: Class 1 contains 3407 members 
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	Iteration 63Q: 3 clusters Score -1311710 nChanged 297
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Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 39002 members 
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	Iteration 64Q: 3 clusters Score -1311840 nChanged 262
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Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 39244 members 
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	Iteration 65Q: 3 clusters Score -1311933 nChanged 207
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Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 39447 members 
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	Iteration 66Q: 3 clusters Score -1312006 nChanged 192
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Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 39635 members 
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	Iteration 67Q: 3 clusters Score -1312070 nChanged 142
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Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 39773 members 
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	Iteration 68Q: 3 clusters Score -1312099 nChanged 118
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Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 39889 members 
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	Iteration 69Q: 3 clusters Score -1312129 nChanged 116
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Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1312154 nChanged 105
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Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 40108 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1312174 nChanged 100
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Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 40208 members 
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	Iteration 72Q: 3 clusters Score -1312195 nChanged 106
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Mstep: Class 1 contains 1820 members 
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	Iteration 73Q: 3 clusters Score -1312224 nChanged 109
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Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1312248 nChanged 89
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Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 40512 members 
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	Iteration 75Q: 3 clusters Score -1312268 nChanged 76
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Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 40588 members 
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	Iteration 76Q: 3 clusters Score -1312287 nChanged 62
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Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 40648 members 
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	Iteration 77Q: 3 clusters Score -1312302 nChanged 69
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	Iteration 78Q: 3 clusters Score -1312314 nChanged 67
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Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 40782 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1312329 nChanged 74
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Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 40856 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1312348 nChanged 67
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Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 40923 members 
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	Iteration 81Q: 3 clusters Score -1312367 nChanged 60
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Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 40983 members 
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	Iteration 82Q: 3 clusters Score -1312390 nChanged 57
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Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 41040 members 
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	Iteration 83Q: 3 clusters Score -1312401 nChanged 46
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Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 41086 members 
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	Iteration 84Q: 3 clusters Score -1312407 nChanged 41
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Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 41127 members 
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	Iteration 85Q: 3 clusters Score -1312415 nChanged 36
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Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 41163 members 
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	Iteration 86Q: 3 clusters Score -1312424 nChanged 36
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Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 41199 members 
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	Iteration 87Q: 3 clusters Score -1312433 nChanged 26
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Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 41225 members 
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	Iteration 88Q: 3 clusters Score -1312440 nChanged 25
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Mstep: Class 2 contains 41248 members 
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	Iteration 89Q: 3 clusters Score -1312446 nChanged 13
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Mstep: Class 2 contains 41261 members 
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	Iteration 90Q: 3 clusters Score -1312447 nChanged 11
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1312449 nChanged 16
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1312453 nChanged 8
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Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1312453 nChanged 7
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	Iteration 94Q: 3 clusters Score -1312456 nChanged 11
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	Iteration 95Q: 3 clusters Score -1312459 nChanged 14
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	Iteration 96Q: 3 clusters Score -1312461 nChanged 16
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Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1312465 nChanged 13
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Mstep: Class 2 contains 41345 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1312466 nChanged 8
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	Iteration 99Q: 3 clusters Score -1312467 nChanged 8
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Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -1312464.625000 Penalty: 969.023499
	Iteration 100F: 3 clusters Score -1312465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 41370 members 
Entering Unmasked Estep 
Score: -1312462.875000 Penalty: 969.023499
	Iteration 101Q: 3 clusters Score -1312463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -1312463.125000 Penalty: 969.023499
	Iteration 102Q: 3 clusters Score -1312463 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 41375 members 
Entering Unmasked Estep 
Score: -1312464.250000 Penalty: 969.023499
	Iteration 103Q: 3 clusters Score -1312464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -1312465.750000 Penalty: 969.023499
	Iteration 104Q: 3 clusters Score -1312466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -1312465.750000 Penalty: 969.023499
	Iteration 105F: 3 clusters Score -1312466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Entering Unmasked Estep 
Score: -176184.468750 Penalty: 390.226410
	Iteration 0F: 2 clusters Score -176184.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -172554.765625 Penalty: 780.452820
	Iteration 0F: 3 clusters Score -172554.8 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -174099.921875 Penalty: 780.452820
	Iteration 1F: 3 clusters Score -174099.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -174245.593750 Penalty: 780.452820
	Iteration 2F: 3 clusters Score -174245.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -174433.953125 Penalty: 780.452820
	Iteration 3F: 3 clusters Score -174434 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -174678.921875 Penalty: 780.452820
	Iteration 4F: 3 clusters Score -174678.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -174930.203125 Penalty: 780.452820
	Iteration 5F: 3 clusters Score -174930.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -175103.843750 Penalty: 780.452820
	Iteration 6Q: 3 clusters Score -175103.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -175201.281250 Penalty: 780.452820
	Iteration 7Q: 3 clusters Score -175201.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -175265.593750 Penalty: 780.452820
	Iteration 8Q: 3 clusters Score -175265.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -175313.640625 Penalty: 780.452820
	Iteration 9Q: 3 clusters Score -175313.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -175356.156250 Penalty: 780.452820
	Iteration 10Q: 3 clusters Score -175356.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -175393.390625 Penalty: 780.452820
	Iteration 11Q: 3 clusters Score -175393.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -175434.015625 Penalty: 780.452820
	Iteration 12Q: 3 clusters Score -175434 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -175468.625000 Penalty: 780.452820
	Iteration 13Q: 3 clusters Score -175468.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -175495.484375 Penalty: 780.452820
	Iteration 14Q: 3 clusters Score -175495.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -175516.968750 Penalty: 780.452820
	Iteration 15Q: 3 clusters Score -175517 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -175533.859375 Penalty: 780.452820
	Iteration 16Q: 3 clusters Score -175533.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -175548.703125 Penalty: 780.452820
	Iteration 17Q: 3 clusters Score -175548.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -175561.031250 Penalty: 780.452820
	Iteration 18Q: 3 clusters Score -175561 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -175572.375000 Penalty: 780.452820
	Iteration 19Q: 3 clusters Score -175572.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -175581.390625 Penalty: 780.452820
	Iteration 20F: 3 clusters Score -175581.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -175591.687500 Penalty: 780.452820
	Iteration 21Q: 3 clusters Score -175591.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -175601.750000 Penalty: 780.452820
	Iteration 22Q: 3 clusters Score -175601.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -175610.187500 Penalty: 780.452820
	Iteration 23Q: 3 clusters Score -175610.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -175617.250000 Penalty: 780.452820
	Iteration 24Q: 3 clusters Score -175617.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -175628.453125 Penalty: 780.452820
	Iteration 25Q: 3 clusters Score -175628.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -175638.796875 Penalty: 780.452820
	Iteration 26Q: 3 clusters Score -175638.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -175645.968750 Penalty: 780.452820
	Iteration 27Q: 3 clusters Score -175646 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -175649.562500 Penalty: 780.452820
	Iteration 28Q: 3 clusters Score -175649.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -175652.562500 Penalty: 780.452820
	Iteration 29Q: 3 clusters Score -175652.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -175655.296875 Penalty: 780.452820
	Iteration 30Q: 3 clusters Score -175655.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -175656.703125 Penalty: 780.452820
	Iteration 31Q: 3 clusters Score -175656.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -175659.109375 Penalty: 780.452820
	Iteration 32Q: 3 clusters Score -175659.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -175660.796875 Penalty: 780.452820
	Iteration 33Q: 3 clusters Score -175660.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -175663.078125 Penalty: 780.452820
	Iteration 34Q: 3 clusters Score -175663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -175663.781250 Penalty: 780.452820
	Iteration 35Q: 3 clusters Score -175663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -175664.093750 Penalty: 780.452820
	Iteration 36Q: 3 clusters Score -175664.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -175664.656250 Penalty: 780.452820
	Iteration 37Q: 3 clusters Score -175664.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -175665.562500 Penalty: 780.452820
	Iteration 38Q: 3 clusters Score -175665.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -175667.078125 Penalty: 780.452820
	Iteration 39Q: 3 clusters Score -175667.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -175669.109375 Penalty: 780.452820
	Iteration 40F: 3 clusters Score -175669.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -175671.312500 Penalty: 780.452820
	Iteration 41Q: 3 clusters Score -175671.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -175674.609375 Penalty: 780.452820
	Iteration 42Q: 3 clusters Score -175674.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -175677.484375 Penalty: 780.452820
	Iteration 43Q: 3 clusters Score -175677.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -175680.203125 Penalty: 780.452820
	Iteration 44Q: 3 clusters Score -175680.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -175683.218750 Penalty: 780.452820
	Iteration 45Q: 3 clusters Score -175683.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -175684.812500 Penalty: 780.452820
	Iteration 46Q: 3 clusters Score -175684.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -175686.390625 Penalty: 780.452820
	Iteration 47Q: 3 clusters Score -175686.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -175690.703125 Penalty: 780.452820
	Iteration 48Q: 3 clusters Score -175690.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -175695.171875 Penalty: 780.452820
	Iteration 49Q: 3 clusters Score -175695.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -175697.437500 Penalty: 780.452820
	Iteration 50Q: 3 clusters Score -175697.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -175700.062500 Penalty: 780.452820
	Iteration 51Q: 3 clusters Score -175700.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -175701.687500 Penalty: 780.452820
	Iteration 52Q: 3 clusters Score -175701.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -175703.156250 Penalty: 780.452820
	Iteration 53Q: 3 clusters Score -175703.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -175705.453125 Penalty: 780.452820
	Iteration 54Q: 3 clusters Score -175705.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -175707.640625 Penalty: 780.452820
	Iteration 55Q: 3 clusters Score -175707.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -175710.187500 Penalty: 780.452820
	Iteration 56Q: 3 clusters Score -175710.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -175713.765625 Penalty: 780.452820
	Iteration 57Q: 3 clusters Score -175713.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -175718.500000 Penalty: 780.452820
	Iteration 58Q: 3 clusters Score -175718.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -175722.765625 Penalty: 780.452820
	Iteration 59Q: 3 clusters Score -175722.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -175726.281250 Penalty: 780.452820
	Iteration 60F: 3 clusters Score -175726.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -175728.015625 Penalty: 780.452820
	Iteration 61Q: 3 clusters Score -175728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -175730.140625 Penalty: 780.452820
	Iteration 62Q: 3 clusters Score -175730.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -175732.281250 Penalty: 780.452820
	Iteration 63Q: 3 clusters Score -175732.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -175732.843750 Penalty: 780.452820
	Iteration 64Q: 3 clusters Score -175732.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -175733.671875 Penalty: 780.452820
	Iteration 65Q: 3 clusters Score -175733.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -175734.265625 Penalty: 780.452820
	Iteration 66Q: 3 clusters Score -175734.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -175735.468750 Penalty: 780.452820
	Iteration 67Q: 3 clusters Score -175735.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -175737.000000 Penalty: 780.452820
	Iteration 68Q: 3 clusters Score -175737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -175738.234375 Penalty: 780.452820
	Iteration 69Q: 3 clusters Score -175738.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -175738.921875 Penalty: 780.452820
	Iteration 70Q: 3 clusters Score -175738.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -175739.328125 Penalty: 780.452820
	Iteration 71Q: 3 clusters Score -175739.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -175740.062500 Penalty: 780.452820
	Iteration 72Q: 3 clusters Score -175740.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -175740.921875 Penalty: 780.452820
	Iteration 73Q: 3 clusters Score -175740.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -175743.109375 Penalty: 780.452820
	Iteration 74Q: 3 clusters Score -175743.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -175747.250000 Penalty: 780.452820
	Iteration 75Q: 3 clusters Score -175747.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -175752.359375 Penalty: 780.452820
	Iteration 76Q: 3 clusters Score -175752.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -175756.562500 Penalty: 780.452820
	Iteration 77Q: 3 clusters Score -175756.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -175759.406250 Penalty: 780.452820
	Iteration 78Q: 3 clusters Score -175759.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -175763.281250 Penalty: 780.452820
	Iteration 79Q: 3 clusters Score -175763.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -175768.484375 Penalty: 780.452820
	Iteration 80F: 3 clusters Score -175768.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -175773.656250 Penalty: 780.452820
	Iteration 81Q: 3 clusters Score -175773.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -175778.671875 Penalty: 780.452820
	Iteration 82Q: 3 clusters Score -175778.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -175781.296875 Penalty: 780.452820
	Iteration 83Q: 3 clusters Score -175781.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -175784.515625 Penalty: 780.452820
	Iteration 84Q: 3 clusters Score -175784.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -175787.078125 Penalty: 780.452820
	Iteration 85Q: 3 clusters Score -175787.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -175791.203125 Penalty: 780.452820
	Iteration 86Q: 3 clusters Score -175791.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -175797.343750 Penalty: 780.452820
	Iteration 87Q: 3 clusters Score -175797.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -175805.359375 Penalty: 780.452820
	Iteration 88Q: 3 clusters Score -175805.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -175812.484375 Penalty: 780.452820
	Iteration 89Q: 3 clusters Score -175812.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -175817.046875 Penalty: 780.452820
	Iteration 90Q: 3 clusters Score -175817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -175821.937500 Penalty: 780.452820
	Iteration 91Q: 3 clusters Score -175821.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -175824.750000 Penalty: 780.452820
	Iteration 92Q: 3 clusters Score -175824.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -175826.250000 Penalty: 780.452820
	Iteration 93Q: 3 clusters Score -175826.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -175826.812500 Penalty: 780.452820
	Iteration 94Q: 3 clusters Score -175826.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -175828.093750 Penalty: 780.452820
	Iteration 95Q: 3 clusters Score -175828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -175828.890625 Penalty: 780.452820
	Iteration 96Q: 3 clusters Score -175828.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -175830.000000 Penalty: 780.452820
	Iteration 97Q: 3 clusters Score -175830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -175832.421875 Penalty: 780.452820
	Iteration 98Q: 3 clusters Score -175832.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -175833.203125 Penalty: 780.452820
	Iteration 99Q: 3 clusters Score -175833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -175834.015625 Penalty: 780.452820
	Iteration 100F: 3 clusters Score -175834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -175834.109375 Penalty: 780.452820
	Iteration 101Q: 3 clusters Score -175834.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -175834.562500 Penalty: 780.452820
	Iteration 102Q: 3 clusters Score -175834.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -175835.109375 Penalty: 780.452820
	Iteration 103Q: 3 clusters Score -175835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -175835.031250 Penalty: 780.452820
	Iteration 104Q: 3 clusters Score -175835 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -175835.968750 Penalty: 780.452820
	Iteration 105Q: 3 clusters Score -175836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -175835.875000 Penalty: 780.452820
	Iteration 106Q: 3 clusters Score -175835.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -175835.843750 Penalty: 780.452820
	Iteration 107Q: 3 clusters Score -175835.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -175835.843750 Penalty: 780.452820
	Iteration 108F: 3 clusters Score -175835.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Entering Unmasked Estep 
Score: -162708.046875 Penalty: 387.047424
	Iteration 0F: 2 clusters Score -162708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -159357.453125 Penalty: 774.094849
	Iteration 0F: 3 clusters Score -159357.5 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -160713.937500 Penalty: 774.094849
	Iteration 1F: 3 clusters Score -160713.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -160904.828125 Penalty: 774.094849
	Iteration 2F: 3 clusters Score -160904.8 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -161158.937500 Penalty: 774.094849
	Iteration 3F: 3 clusters Score -161158.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -161424.296875 Penalty: 774.094849
	Iteration 4F: 3 clusters Score -161424.3 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -161717.375000 Penalty: 774.094849
	Iteration 5F: 3 clusters Score -161717.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -161947.671875 Penalty: 774.094849
	Iteration 6F: 3 clusters Score -161947.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -162102.406250 Penalty: 774.094849
	Iteration 7Q: 3 clusters Score -162102.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -162231.453125 Penalty: 774.094849
	Iteration 8Q: 3 clusters Score -162231.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -162334.265625 Penalty: 774.094849
	Iteration 9Q: 3 clusters Score -162334.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -162429.250000 Penalty: 774.094849
	Iteration 10Q: 3 clusters Score -162429.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -162480.734375 Penalty: 774.094849
	Iteration 11Q: 3 clusters Score -162480.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -162498.859375 Penalty: 774.094849
	Iteration 12Q: 3 clusters Score -162498.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -162507.906250 Penalty: 774.094849
	Iteration 13Q: 3 clusters Score -162507.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -162511.421875 Penalty: 774.094849
	Iteration 14Q: 3 clusters Score -162511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -162513.015625 Penalty: 774.094849
	Iteration 15Q: 3 clusters Score -162513 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -162516.859375 Penalty: 774.094849
	Iteration 16Q: 3 clusters Score -162516.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -162520.296875 Penalty: 774.094849
	Iteration 17Q: 3 clusters Score -162520.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -162522.500000 Penalty: 774.094849
	Iteration 18Q: 3 clusters Score -162522.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -162525.218750 Penalty: 774.094849
	Iteration 19Q: 3 clusters Score -162525.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -162526.750000 Penalty: 774.094849
	Iteration 20F: 3 clusters Score -162526.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -162528.750000 Penalty: 774.094849
	Iteration 21Q: 3 clusters Score -162528.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -162531.531250 Penalty: 774.094849
	Iteration 22Q: 3 clusters Score -162531.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -162533.968750 Penalty: 774.094849
	Iteration 23Q: 3 clusters Score -162534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -162535.562500 Penalty: 774.094849
	Iteration 24Q: 3 clusters Score -162535.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -162537.046875 Penalty: 774.094849
	Iteration 25Q: 3 clusters Score -162537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -162540.078125 Penalty: 774.094849
	Iteration 26Q: 3 clusters Score -162540.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -162543.093750 Penalty: 774.094849
	Iteration 27Q: 3 clusters Score -162543.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -162544.859375 Penalty: 774.094849
	Iteration 28Q: 3 clusters Score -162544.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -162545.578125 Penalty: 774.094849
	Iteration 29Q: 3 clusters Score -162545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -162546.156250 Penalty: 774.094849
	Iteration 30Q: 3 clusters Score -162546.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -162546.593750 Penalty: 774.094849
	Iteration 31Q: 3 clusters Score -162546.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -162547.000000 Penalty: 774.094849
	Iteration 32Q: 3 clusters Score -162547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -162547.812500 Penalty: 774.094849
	Iteration 33Q: 3 clusters Score -162547.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -162548.984375 Penalty: 774.094849
	Iteration 34Q: 3 clusters Score -162549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -162550.031250 Penalty: 774.094849
	Iteration 35Q: 3 clusters Score -162550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -162550.203125 Penalty: 774.094849
	Iteration 36Q: 3 clusters Score -162550.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -162550.203125 Penalty: 774.094849
	Iteration 37F: 3 clusters Score -162550.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -24785.662109 Penalty: 305.660126
	Iteration 0F: 2 clusters Score -24785.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -24064.896484 Penalty: 611.320251
	Iteration 0F: 3 clusters Score -24064.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -24271.339844 Penalty: 611.320251
	Iteration 1F: 3 clusters Score -24271.34 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -24334.193359 Penalty: 611.320251
	Iteration 2F: 3 clusters Score -24334.19 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -24384.482422 Penalty: 611.320251
	Iteration 3F: 3 clusters Score -24384.48 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -24421.750000 Penalty: 611.320251
	Iteration 4Q: 3 clusters Score -24421.75 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24448.423828 Penalty: 611.320251
	Iteration 5Q: 3 clusters Score -24448.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -24465.388672 Penalty: 611.320251
	Iteration 6Q: 3 clusters Score -24465.39 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -24480.480469 Penalty: 611.320251
	Iteration 7Q: 3 clusters Score -24480.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -24491.853516 Penalty: 611.320251
	Iteration 8Q: 3 clusters Score -24491.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -24494.609375 Penalty: 611.320251
	Iteration 9Q: 3 clusters Score -24494.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -24498.078125 Penalty: 611.320251
	Iteration 10Q: 3 clusters Score -24498.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -24499.824219 Penalty: 611.320251
	Iteration 11Q: 3 clusters Score -24499.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -24500.734375 Penalty: 611.320251
	Iteration 12Q: 3 clusters Score -24500.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -24505.634766 Penalty: 611.320251
	Iteration 13Q: 3 clusters Score -24505.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -24509.332031 Penalty: 611.320251
	Iteration 14Q: 3 clusters Score -24509.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -24511.978516 Penalty: 611.320251
	Iteration 15Q: 3 clusters Score -24511.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -24513.738281 Penalty: 611.320251
	Iteration 16Q: 3 clusters Score -24513.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -24515.976562 Penalty: 611.320251
	Iteration 17Q: 3 clusters Score -24515.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -24517.316406 Penalty: 611.320251
	Iteration 18Q: 3 clusters Score -24517.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -24518.236328 Penalty: 611.320251
	Iteration 19Q: 3 clusters Score -24518.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -24519.867188 Penalty: 611.320251
	Iteration 20F: 3 clusters Score -24519.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -24521.851562 Penalty: 611.320251
	Iteration 21Q: 3 clusters Score -24521.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -24523.914062 Penalty: 611.320251
	Iteration 22Q: 3 clusters Score -24523.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -24526.677734 Penalty: 611.320251
	Iteration 23Q: 3 clusters Score -24526.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -24527.425781 Penalty: 611.320251
	Iteration 24Q: 3 clusters Score -24527.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -24527.853516 Penalty: 611.320251
	Iteration 25Q: 3 clusters Score -24527.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -24527.996094 Penalty: 611.320251
	Iteration 26Q: 3 clusters Score -24528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -24528.128906 Penalty: 611.320251
	Iteration 27Q: 3 clusters Score -24528.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -24528.128906 Penalty: 611.320251
	Iteration 28F: 3 clusters Score -24528.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Entering Unmasked Estep 
Score: -198179.968750 Penalty: 399.504883
	Iteration 0F: 2 clusters Score -198180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -193869.125000 Penalty: 799.009766
	Iteration 0F: 3 clusters Score -193869.1 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -195565.843750 Penalty: 799.009766
	Iteration 1F: 3 clusters Score -195565.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -195726.390625 Penalty: 799.009766
	Iteration 2F: 3 clusters Score -195726.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -195879.906250 Penalty: 799.009766
	Iteration 3F: 3 clusters Score -195879.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -196066.312500 Penalty: 799.009766
	Iteration 4F: 3 clusters Score -196066.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -196286.531250 Penalty: 799.009766
	Iteration 5F: 3 clusters Score -196286.5 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -196497.718750 Penalty: 799.009766
	Iteration 6F: 3 clusters Score -196497.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -196714.484375 Penalty: 799.009766
	Iteration 7Q: 3 clusters Score -196714.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -196919.156250 Penalty: 799.009766
	Iteration 8Q: 3 clusters Score -196919.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -197039.546875 Penalty: 799.009766
	Iteration 9Q: 3 clusters Score -197039.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -197108.640625 Penalty: 799.009766
	Iteration 10Q: 3 clusters Score -197108.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -197139.906250 Penalty: 799.009766
	Iteration 11Q: 3 clusters Score -197139.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -197168.531250 Penalty: 799.009766
	Iteration 12Q: 3 clusters Score -197168.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -197191.625000 Penalty: 799.009766
	Iteration 13Q: 3 clusters Score -197191.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -197214.859375 Penalty: 799.009766
	Iteration 14Q: 3 clusters Score -197214.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -197238.500000 Penalty: 799.009766
	Iteration 15Q: 3 clusters Score -197238.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -197261.562500 Penalty: 799.009766
	Iteration 16Q: 3 clusters Score -197261.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -197283.937500 Penalty: 799.009766
	Iteration 17Q: 3 clusters Score -197283.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -197316.109375 Penalty: 799.009766
	Iteration 18Q: 3 clusters Score -197316.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -197347.796875 Penalty: 799.009766
	Iteration 19Q: 3 clusters Score -197347.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -197382.265625 Penalty: 799.009766
	Iteration 20F: 3 clusters Score -197382.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -197424.203125 Penalty: 799.009766
	Iteration 21Q: 3 clusters Score -197424.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -197457.703125 Penalty: 799.009766
	Iteration 22Q: 3 clusters Score -197457.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -197493.671875 Penalty: 799.009766
	Iteration 23Q: 3 clusters Score -197493.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -197526.234375 Penalty: 799.009766
	Iteration 24Q: 3 clusters Score -197526.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -197556.140625 Penalty: 799.009766
	Iteration 25Q: 3 clusters Score -197556.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -197578.359375 Penalty: 799.009766
	Iteration 26Q: 3 clusters Score -197578.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -197601.015625 Penalty: 799.009766
	Iteration 27Q: 3 clusters Score -197601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -197618.250000 Penalty: 799.009766
	Iteration 28Q: 3 clusters Score -197618.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -197630.796875 Penalty: 799.009766
	Iteration 29Q: 3 clusters Score -197630.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -197639.625000 Penalty: 799.009766
	Iteration 30Q: 3 clusters Score -197639.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -197645.359375 Penalty: 799.009766
	Iteration 31Q: 3 clusters Score -197645.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -197654.265625 Penalty: 799.009766
	Iteration 32Q: 3 clusters Score -197654.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -197661.859375 Penalty: 799.009766
	Iteration 33Q: 3 clusters Score -197661.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -197672.312500 Penalty: 799.009766
	Iteration 34Q: 3 clusters Score -197672.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -197682.234375 Penalty: 799.009766
	Iteration 35Q: 3 clusters Score -197682.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -197699.437500 Penalty: 799.009766
	Iteration 36Q: 3 clusters Score -197699.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -197724.859375 Penalty: 799.009766
	Iteration 37Q: 3 clusters Score -197724.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -197763.843750 Penalty: 799.009766
	Iteration 38Q: 3 clusters Score -197763.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -197787.468750 Penalty: 799.009766
	Iteration 39Q: 3 clusters Score -197787.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -197804.921875 Penalty: 799.009766
	Iteration 40F: 3 clusters Score -197804.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -197822.296875 Penalty: 799.009766
	Iteration 41Q: 3 clusters Score -197822.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -197833.109375 Penalty: 799.009766
	Iteration 42Q: 3 clusters Score -197833.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -197841.843750 Penalty: 799.009766
	Iteration 43Q: 3 clusters Score -197841.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -197848.062500 Penalty: 799.009766
	Iteration 44Q: 3 clusters Score -197848.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -197851.515625 Penalty: 799.009766
	Iteration 45Q: 3 clusters Score -197851.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -197855.687500 Penalty: 799.009766
	Iteration 46Q: 3 clusters Score -197855.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -197858.890625 Penalty: 799.009766
	Iteration 47Q: 3 clusters Score -197858.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -197861.875000 Penalty: 799.009766
	Iteration 48Q: 3 clusters Score -197861.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -197864.734375 Penalty: 799.009766
	Iteration 49Q: 3 clusters Score -197864.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -197867.375000 Penalty: 799.009766
	Iteration 50Q: 3 clusters Score -197867.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -197869.562500 Penalty: 799.009766
	Iteration 51Q: 3 clusters Score -197869.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -197871.093750 Penalty: 799.009766
	Iteration 52Q: 3 clusters Score -197871.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -197873.015625 Penalty: 799.009766
	Iteration 53Q: 3 clusters Score -197873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -197874.484375 Penalty: 799.009766
	Iteration 54Q: 3 clusters Score -197874.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -197875.875000 Penalty: 799.009766
	Iteration 55Q: 3 clusters Score -197875.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -197876.781250 Penalty: 799.009766
	Iteration 56Q: 3 clusters Score -197876.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -197877.343750 Penalty: 799.009766
	Iteration 57Q: 3 clusters Score -197877.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -197878.625000 Penalty: 799.009766
	Iteration 58Q: 3 clusters Score -197878.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -197879.453125 Penalty: 799.009766
	Iteration 59Q: 3 clusters Score -197879.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -197879.859375 Penalty: 799.009766
	Iteration 60F: 3 clusters Score -197879.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -197880.375000 Penalty: 799.009766
	Iteration 61Q: 3 clusters Score -197880.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -197880.375000 Penalty: 799.009766
	Iteration 62F: 3 clusters Score -197880.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Entering Unmasked Estep 
Score: -403271.968750 Penalty: 427.271210
	Iteration 0F: 2 clusters Score -403272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -395292.593750 Penalty: 854.542419
	Iteration 0F: 3 clusters Score -395292.6 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -398432.125000 Penalty: 854.542419
	Iteration 1F: 3 clusters Score -398432.1 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -398606.875000 Penalty: 854.542419
	Iteration 2Q: 3 clusters Score -398606.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -398792.000000 Penalty: 854.542419
	Iteration 3Q: 3 clusters Score -398792 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -398987.437500 Penalty: 854.542419
	Iteration 4Q: 3 clusters Score -398987.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -399253.062500 Penalty: 854.542419
	Iteration 5Q: 3 clusters Score -399253.1 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -399644.781250 Penalty: 854.542419
	Iteration 6F: 3 clusters Score -399644.8 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -400095.250000 Penalty: 854.542419
	Iteration 7F: 3 clusters Score -400095.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -400493.125000 Penalty: 854.542419
	Iteration 8F: 3 clusters Score -400493.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -400847.031250 Penalty: 854.542419
	Iteration 9F: 3 clusters Score -400847 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -401049.312500 Penalty: 854.542419
	Iteration 10Q: 3 clusters Score -401049.3 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -401119.062500 Penalty: 854.542419
	Iteration 11Q: 3 clusters Score -401119.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -401148.687500 Penalty: 854.542419
	Iteration 12Q: 3 clusters Score -401148.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -401169.468750 Penalty: 854.542419
	Iteration 13Q: 3 clusters Score -401169.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -401190.937500 Penalty: 854.542419
	Iteration 14Q: 3 clusters Score -401190.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -401214.593750 Penalty: 854.542419
	Iteration 15Q: 3 clusters Score -401214.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -401243.437500 Penalty: 854.542419
	Iteration 16Q: 3 clusters Score -401243.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -401272.781250 Penalty: 854.542419
	Iteration 17Q: 3 clusters Score -401272.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -401298.000000 Penalty: 854.542419
	Iteration 18Q: 3 clusters Score -401298 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -401315.031250 Penalty: 854.542419
	Iteration 19Q: 3 clusters Score -401315 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -401335.906250 Penalty: 854.542419
	Iteration 20F: 3 clusters Score -401335.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -401360.906250 Penalty: 854.542419
	Iteration 21Q: 3 clusters Score -401360.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -401383.531250 Penalty: 854.542419
	Iteration 22Q: 3 clusters Score -401383.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -401412.093750 Penalty: 854.542419
	Iteration 23Q: 3 clusters Score -401412.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -401451.406250 Penalty: 854.542419
	Iteration 24Q: 3 clusters Score -401451.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -401485.968750 Penalty: 854.542419
	Iteration 25Q: 3 clusters Score -401486 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -401516.093750 Penalty: 854.542419
	Iteration 26Q: 3 clusters Score -401516.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -401548.000000 Penalty: 854.542419
	Iteration 27Q: 3 clusters Score -401548 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -401585.343750 Penalty: 854.542419
	Iteration 28Q: 3 clusters Score -401585.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -401629.187500 Penalty: 854.542419
	Iteration 29Q: 3 clusters Score -401629.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -401662.187500 Penalty: 854.542419
	Iteration 30Q: 3 clusters Score -401662.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -401684.968750 Penalty: 854.542419
	Iteration 31Q: 3 clusters Score -401685 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -401703.406250 Penalty: 854.542419
	Iteration 32Q: 3 clusters Score -401703.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -401723.687500 Penalty: 854.542419
	Iteration 33Q: 3 clusters Score -401723.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -401737.187500 Penalty: 854.542419
	Iteration 34Q: 3 clusters Score -401737.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -401747.718750 Penalty: 854.542419
	Iteration 35Q: 3 clusters Score -401747.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -401752.250000 Penalty: 854.542419
	Iteration 36Q: 3 clusters Score -401752.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -401755.906250 Penalty: 854.542419
	Iteration 37Q: 3 clusters Score -401755.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -401760.437500 Penalty: 854.542419
	Iteration 38Q: 3 clusters Score -401760.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -401763.656250 Penalty: 854.542419
	Iteration 39Q: 3 clusters Score -401763.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -401769.312500 Penalty: 854.542419
	Iteration 40F: 3 clusters Score -401769.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -401775.000000 Penalty: 854.542419
	Iteration 41Q: 3 clusters Score -401775 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -401781.187500 Penalty: 854.542419
	Iteration 42Q: 3 clusters Score -401781.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -401783.500000 Penalty: 854.542419
	Iteration 43Q: 3 clusters Score -401783.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -401785.906250 Penalty: 854.542419
	Iteration 44Q: 3 clusters Score -401785.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -401788.093750 Penalty: 854.542419
	Iteration 45Q: 3 clusters Score -401788.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -401790.218750 Penalty: 854.542419
	Iteration 46Q: 3 clusters Score -401790.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -401794.593750 Penalty: 854.542419
	Iteration 47Q: 3 clusters Score -401794.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -401799.781250 Penalty: 854.542419
	Iteration 48Q: 3 clusters Score -401799.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -401806.187500 Penalty: 854.542419
	Iteration 49Q: 3 clusters Score -401806.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -401812.031250 Penalty: 854.542419
	Iteration 50Q: 3 clusters Score -401812 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -401819.687500 Penalty: 854.542419
	Iteration 51Q: 3 clusters Score -401819.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -401825.000000 Penalty: 854.542419
	Iteration 52Q: 3 clusters Score -401825 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -401832.093750 Penalty: 854.542419
	Iteration 53Q: 3 clusters Score -401832.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -401838.281250 Penalty: 854.542419
	Iteration 54Q: 3 clusters Score -401838.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -401842.875000 Penalty: 854.542419
	Iteration 55Q: 3 clusters Score -401842.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -401848.125000 Penalty: 854.542419
	Iteration 56Q: 3 clusters Score -401848.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -401852.031250 Penalty: 854.542419
	Iteration 57Q: 3 clusters Score -401852 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -401854.437500 Penalty: 854.542419
	Iteration 58Q: 3 clusters Score -401854.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -401857.843750 Penalty: 854.542419
	Iteration 59Q: 3 clusters Score -401857.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -401861.406250 Penalty: 854.542419
	Iteration 60F: 3 clusters Score -401861.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -401866.375000 Penalty: 854.542419
	Iteration 61Q: 3 clusters Score -401866.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -401871.468750 Penalty: 854.542419
	Iteration 62Q: 3 clusters Score -401871.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -401876.906250 Penalty: 854.542419
	Iteration 63Q: 3 clusters Score -401876.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -401883.093750 Penalty: 854.542419
	Iteration 64Q: 3 clusters Score -401883.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -401885.531250 Penalty: 854.542419
	Iteration 65Q: 3 clusters Score -401885.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -401890.812500 Penalty: 854.542419
	Iteration 66Q: 3 clusters Score -401890.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -401893.562500 Penalty: 854.542419
	Iteration 67Q: 3 clusters Score -401893.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -401898.718750 Penalty: 854.542419
	Iteration 68Q: 3 clusters Score -401898.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -401905.031250 Penalty: 854.542419
	Iteration 69Q: 3 clusters Score -401905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -401911.312500 Penalty: 854.542419
	Iteration 70Q: 3 clusters Score -401911.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -401918.718750 Penalty: 854.542419
	Iteration 71Q: 3 clusters Score -401918.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -401927.062500 Penalty: 854.542419
	Iteration 72Q: 3 clusters Score -401927.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -401935.718750 Penalty: 854.542419
	Iteration 73Q: 3 clusters Score -401935.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -401945.062500 Penalty: 854.542419
	Iteration 74Q: 3 clusters Score -401945.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -401955.593750 Penalty: 854.542419
	Iteration 75Q: 3 clusters Score -401955.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -401970.875000 Penalty: 854.542419
	Iteration 76Q: 3 clusters Score -401970.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -401986.031250 Penalty: 854.542419
	Iteration 77Q: 3 clusters Score -401986 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -402001.468750 Penalty: 854.542419
	Iteration 78Q: 3 clusters Score -402001.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -402017.375000 Penalty: 854.542419
	Iteration 79Q: 3 clusters Score -402017.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -402027.875000 Penalty: 854.542419
	Iteration 80F: 3 clusters Score -402027.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -402039.093750 Penalty: 854.542419
	Iteration 81Q: 3 clusters Score -402039.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -402053.437500 Penalty: 854.542419
	Iteration 82Q: 3 clusters Score -402053.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -402067.593750 Penalty: 854.542419
	Iteration 83Q: 3 clusters Score -402067.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -402087.468750 Penalty: 854.542419
	Iteration 84Q: 3 clusters Score -402087.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -402106.343750 Penalty: 854.542419
	Iteration 85Q: 3 clusters Score -402106.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -402129.031250 Penalty: 854.542419
	Iteration 86Q: 3 clusters Score -402129 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -402156.218750 Penalty: 854.542419
	Iteration 87Q: 3 clusters Score -402156.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -402184.375000 Penalty: 854.542419
	Iteration 88Q: 3 clusters Score -402184.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -402211.125000 Penalty: 854.542419
	Iteration 89Q: 3 clusters Score -402211.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -402238.593750 Penalty: 854.542419
	Iteration 90Q: 3 clusters Score -402238.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -402274.718750 Penalty: 854.542419
	Iteration 91Q: 3 clusters Score -402274.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -402311.687500 Penalty: 854.542419
	Iteration 92Q: 3 clusters Score -402311.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -402349.312500 Penalty: 854.542419
	Iteration 93Q: 3 clusters Score -402349.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -402387.687500 Penalty: 854.542419
	Iteration 94Q: 3 clusters Score -402387.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -402436.500000 Penalty: 854.542419
	Iteration 95Q: 3 clusters Score -402436.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -402484.375000 Penalty: 854.542419
	Iteration 96Q: 3 clusters Score -402484.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -402529.437500 Penalty: 854.542419
	Iteration 97Q: 3 clusters Score -402529.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -402577.343750 Penalty: 854.542419
	Iteration 98Q: 3 clusters Score -402577.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -402623.843750 Penalty: 854.542419
	Iteration 99Q: 3 clusters Score -402623.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -402663.218750 Penalty: 854.542419
	Iteration 100F: 3 clusters Score -402663.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -402692.531250 Penalty: 854.542419
	Iteration 101Q: 3 clusters Score -402692.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -402719.000000 Penalty: 854.542419
	Iteration 102Q: 3 clusters Score -402719 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -402745.406250 Penalty: 854.542419
	Iteration 103Q: 3 clusters Score -402745.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -402769.750000 Penalty: 854.542419
	Iteration 104Q: 3 clusters Score -402769.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -402790.375000 Penalty: 854.542419
	Iteration 105Q: 3 clusters Score -402790.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -402811.656250 Penalty: 854.542419
	Iteration 106Q: 3 clusters Score -402811.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -402826.937500 Penalty: 854.542419
	Iteration 107Q: 3 clusters Score -402826.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -402837.625000 Penalty: 854.542419
	Iteration 108Q: 3 clusters Score -402837.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 11508 members 
Entering Unmasked Estep 
Score: -402845.343750 Penalty: 854.542419
	Iteration 109Q: 3 clusters Score -402845.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -402853.843750 Penalty: 854.542419
	Iteration 110Q: 3 clusters Score -402853.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -402858.781250 Penalty: 854.542419
	Iteration 111Q: 3 clusters Score -402858.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -402866.187500 Penalty: 854.542419
	Iteration 112Q: 3 clusters Score -402866.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -402874.312500 Penalty: 854.542419
	Iteration 113Q: 3 clusters Score -402874.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -402885.562500 Penalty: 854.542419
	Iteration 114Q: 3 clusters Score -402885.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -402893.000000 Penalty: 854.542419
	Iteration 115Q: 3 clusters Score -402893 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -402898.250000 Penalty: 854.542419
	Iteration 116Q: 3 clusters Score -402898.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -402902.531250 Penalty: 854.542419
	Iteration 117Q: 3 clusters Score -402902.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -402906.468750 Penalty: 854.542419
	Iteration 118Q: 3 clusters Score -402906.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -402908.750000 Penalty: 854.542419
	Iteration 119Q: 3 clusters Score -402908.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -402910.125000 Penalty: 854.542419
	Iteration 120F: 3 clusters Score -402910.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -402913.062500 Penalty: 854.542419
	Iteration 121Q: 3 clusters Score -402913.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -402915.843750 Penalty: 854.542419
	Iteration 122Q: 3 clusters Score -402915.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -402917.250000 Penalty: 854.542419
	Iteration 123Q: 3 clusters Score -402917.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -402919.750000 Penalty: 854.542419
	Iteration 124Q: 3 clusters Score -402919.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -402920.562500 Penalty: 854.542419
	Iteration 125Q: 3 clusters Score -402920.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -402922.750000 Penalty: 854.542419
	Iteration 126Q: 3 clusters Score -402922.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -402923.062500 Penalty: 854.542419
	Iteration 127Q: 3 clusters Score -402923.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -402923.406250 Penalty: 854.542419
	Iteration 128Q: 3 clusters Score -402923.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -402923.406250 Penalty: 854.542419
	Iteration 129F: 3 clusters Score -402923.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (16134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Entering Unmasked Estep 
Score: -464016.000000 Penalty: 440.835144
	Iteration 0F: 2 clusters Score -464016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -453272.937500 Penalty: 881.670288
	Iteration 0F: 3 clusters Score -453272.9 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -458145.375000 Penalty: 881.670288
	Iteration 1F: 3 clusters Score -458145.4 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -458699.750000 Penalty: 881.670288
	Iteration 2F: 3 clusters Score -458699.8 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9856 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -459340.187500 Penalty: 881.670288
	Iteration 3F: 3 clusters Score -459340.2 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -459969.687500 Penalty: 881.670288
	Iteration 4F: 3 clusters Score -459969.7 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -460582.218750 Penalty: 881.670288
	Iteration 5F: 3 clusters Score -460582.2 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -461182.406250 Penalty: 881.670288
	Iteration 6F: 3 clusters Score -461182.4 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -461681.343750 Penalty: 881.670288
	Iteration 7Q: 3 clusters Score -461681.3 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -462069.375000 Penalty: 881.670288
	Iteration 8Q: 3 clusters Score -462069.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -462378.968750 Penalty: 881.670288
	Iteration 9Q: 3 clusters Score -462379 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -462622.218750 Penalty: 881.670288
	Iteration 10Q: 3 clusters Score -462622.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -462825.281250 Penalty: 881.670288
	Iteration 11Q: 3 clusters Score -462825.3 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -462989.281250 Penalty: 881.670288
	Iteration 12Q: 3 clusters Score -462989.3 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -463155.343750 Penalty: 881.670288
	Iteration 13Q: 3 clusters Score -463155.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -463315.531250 Penalty: 881.670288
	Iteration 14Q: 3 clusters Score -463315.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -463430.406250 Penalty: 881.670288
	Iteration 15Q: 3 clusters Score -463430.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -463487.656250 Penalty: 881.670288
	Iteration 16Q: 3 clusters Score -463487.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -463533.906250 Penalty: 881.670288
	Iteration 17Q: 3 clusters Score -463533.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -463594.531250 Penalty: 881.670288
	Iteration 18Q: 3 clusters Score -463594.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -463647.031250 Penalty: 881.670288
	Iteration 19Q: 3 clusters Score -463647 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -463677.062500 Penalty: 881.670288
	Iteration 20F: 3 clusters Score -463677.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -463695.718750 Penalty: 881.670288
	Iteration 21Q: 3 clusters Score -463695.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -463711.468750 Penalty: 881.670288
	Iteration 22Q: 3 clusters Score -463711.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -463720.968750 Penalty: 881.670288
	Iteration 23Q: 3 clusters Score -463721 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15580 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -463729.875000 Penalty: 881.670288
	Iteration 24Q: 3 clusters Score -463729.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -463738.125000 Penalty: 881.670288
	Iteration 25Q: 3 clusters Score -463738.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -463743.531250 Penalty: 881.670288
	Iteration 26Q: 3 clusters Score -463743.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -463747.906250 Penalty: 881.670288
	Iteration 27Q: 3 clusters Score -463747.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -463751.750000 Penalty: 881.670288
	Iteration 28Q: 3 clusters Score -463751.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -463755.500000 Penalty: 881.670288
	Iteration 29Q: 3 clusters Score -463755.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -463763.781250 Penalty: 881.670288
	Iteration 30Q: 3 clusters Score -463763.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -463768.562500 Penalty: 881.670288
	Iteration 31Q: 3 clusters Score -463768.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -463771.875000 Penalty: 881.670288
	Iteration 32Q: 3 clusters Score -463771.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -463778.687500 Penalty: 881.670288
	Iteration 33Q: 3 clusters Score -463778.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -463785.687500 Penalty: 881.670288
	Iteration 34Q: 3 clusters Score -463785.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -463794.250000 Penalty: 881.670288
	Iteration 35Q: 3 clusters Score -463794.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -463799.281250 Penalty: 881.670288
	Iteration 36Q: 3 clusters Score -463799.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -463803.718750 Penalty: 881.670288
	Iteration 37Q: 3 clusters Score -463803.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -463807.125000 Penalty: 881.670288
	Iteration 38Q: 3 clusters Score -463807.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -463811.093750 Penalty: 881.670288
	Iteration 39Q: 3 clusters Score -463811.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -463817.937500 Penalty: 881.670288
	Iteration 40F: 3 clusters Score -463817.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -463829.656250 Penalty: 881.670288
	Iteration 41Q: 3 clusters Score -463829.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -463850.343750 Penalty: 881.670288
	Iteration 42Q: 3 clusters Score -463850.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -463864.250000 Penalty: 881.670288
	Iteration 43Q: 3 clusters Score -463864.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -463887.312500 Penalty: 881.670288
	Iteration 44Q: 3 clusters Score -463887.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -463906.093750 Penalty: 881.670288
	Iteration 45Q: 3 clusters Score -463906.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -463917.406250 Penalty: 881.670288
	Iteration 46Q: 3 clusters Score -463917.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -463924.531250 Penalty: 881.670288
	Iteration 47Q: 3 clusters Score -463924.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -463928.187500 Penalty: 881.670288
	Iteration 48Q: 3 clusters Score -463928.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -463929.468750 Penalty: 881.670288
	Iteration 49Q: 3 clusters Score -463929.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15661 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -463933.468750 Penalty: 881.670288
	Iteration 50Q: 3 clusters Score -463933.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -463936.031250 Penalty: 881.670288
	Iteration 51Q: 3 clusters Score -463936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -463940.500000 Penalty: 881.670288
	Iteration 52Q: 3 clusters Score -463940.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -463944.062500 Penalty: 881.670288
	Iteration 53Q: 3 clusters Score -463944.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -463948.406250 Penalty: 881.670288
	Iteration 54Q: 3 clusters Score -463948.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -463950.812500 Penalty: 881.670288
	Iteration 55Q: 3 clusters Score -463950.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -463951.281250 Penalty: 881.670288
	Iteration 56Q: 3 clusters Score -463951.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -463953.468750 Penalty: 881.670288
	Iteration 57Q: 3 clusters Score -463953.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -463954.250000 Penalty: 881.670288
	Iteration 58Q: 3 clusters Score -463954.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -463956.250000 Penalty: 881.670288
	Iteration 59Q: 3 clusters Score -463956.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -463957.000000 Penalty: 881.670288
	Iteration 60F: 3 clusters Score -463957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -463957.968750 Penalty: 881.670288
	Iteration 61Q: 3 clusters Score -463958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15657 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -463958.156250 Penalty: 881.670288
	Iteration 62Q: 3 clusters Score -463958.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -463958.156250 Penalty: 881.670288
	Iteration 63Q: 3 clusters Score -463958.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -463957.781250 Penalty: 881.670288
	Iteration 64Q: 3 clusters Score -463957.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -463958.187500 Penalty: 881.670288
	Iteration 65Q: 3 clusters Score -463958.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -463958.187500 Penalty: 881.670288
	Iteration 66F: 3 clusters Score -463958.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64932 members 
Entering Unmasked Estep 
Score: -2034727.625000 Penalty: 504.189850
	Iteration 0F: 2 clusters Score -2034728 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -1991048.125000 Penalty: 1008.379700
	Iteration 0F: 3 clusters Score -1991048 nChanged 31405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -2010211.625000 Penalty: 1008.379700
	Iteration 1F: 3 clusters Score -2010212 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -2011780.000000 Penalty: 1008.379700
	Iteration 2F: 3 clusters Score -2011780 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -2014078.125000 Penalty: 1008.379700
	Iteration 3F: 3 clusters Score -2014078 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 23627 members 
Entering Unmasked Estep 
Score: -2017221.125000 Penalty: 1008.379700
	Iteration 4F: 3 clusters Score -2017221 nChanged 4311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44238 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2020743.875000 Penalty: 1008.379700
	Iteration 5F: 3 clusters Score -2020744 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46680 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2023527.875000 Penalty: 1008.379700
	Iteration 6F: 3 clusters Score -2023528 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48710 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -2025434.625000 Penalty: 1008.379700
	Iteration 7Q: 3 clusters Score -2025435 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -2026642.375000 Penalty: 1008.379700
	Iteration 8Q: 3 clusters Score -2026642 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -2027577.625000 Penalty: 1008.379700
	Iteration 9Q: 3 clusters Score -2027578 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53703 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2028447.750000 Penalty: 1008.379700
	Iteration 10Q: 3 clusters Score -2028448 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55219 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2029262.250000 Penalty: 1008.379700
	Iteration 11Q: 3 clusters Score -2029262 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56651 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2030052.250000 Penalty: 1008.379700
	Iteration 12Q: 3 clusters Score -2030052 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57926 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -2030772.250000 Penalty: 1008.379700
	Iteration 13Q: 3 clusters Score -2030772 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -2031393.250000 Penalty: 1008.379700
	Iteration 14Q: 3 clusters Score -2031393 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60058 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -2031947.875000 Penalty: 1008.379700
	Iteration 15Q: 3 clusters Score -2031948 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60971 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2032486.875000 Penalty: 1008.379700
	Iteration 16Q: 3 clusters Score -2032487 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61770 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -2032935.000000 Penalty: 1008.379700
	Iteration 17Q: 3 clusters Score -2032935 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2033276.875000 Penalty: 1008.379700
	Iteration 18Q: 3 clusters Score -2033277 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62912 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2033555.625000 Penalty: 1008.379700
	Iteration 19Q: 3 clusters Score -2033556 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -2033772.250000 Penalty: 1008.379700
	Iteration 20F: 3 clusters Score -2033772 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63635 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2033946.375000 Penalty: 1008.379700
	Iteration 21Q: 3 clusters Score -2033946 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2034045.875000 Penalty: 1008.379700
	Iteration 22Q: 3 clusters Score -2034046 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64020 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2034115.750000 Penalty: 1008.379700
	Iteration 23Q: 3 clusters Score -2034116 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2034162.750000 Penalty: 1008.379700
	Iteration 24Q: 3 clusters Score -2034163 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64244 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -2034196.875000 Penalty: 1008.379700
	Iteration 25Q: 3 clusters Score -2034197 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64314 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2034222.000000 Penalty: 1008.379700
	Iteration 26Q: 3 clusters Score -2034222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64372 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2034243.500000 Penalty: 1008.379700
	Iteration 27Q: 3 clusters Score -2034244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64423 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -2034263.125000 Penalty: 1008.379700
	Iteration 28Q: 3 clusters Score -2034263 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64469 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2034281.750000 Penalty: 1008.379700
	Iteration 29Q: 3 clusters Score -2034282 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64505 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -2034294.125000 Penalty: 1008.379700
	Iteration 30Q: 3 clusters Score -2034294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64533 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2034305.875000 Penalty: 1008.379700
	Iteration 31Q: 3 clusters Score -2034306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64557 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2034315.750000 Penalty: 1008.379700
	Iteration 32Q: 3 clusters Score -2034316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64571 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -2034320.250000 Penalty: 1008.379700
	Iteration 33Q: 3 clusters Score -2034320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64587 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2034326.250000 Penalty: 1008.379700
	Iteration 34Q: 3 clusters Score -2034326 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64601 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -2034330.375000 Penalty: 1008.379700
	Iteration 35Q: 3 clusters Score -2034330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64615 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -2034338.625000 Penalty: 1008.379700
	Iteration 36Q: 3 clusters Score -2034339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64627 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2034347.750000 Penalty: 1008.379700
	Iteration 37Q: 3 clusters Score -2034348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64638 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -2034353.000000 Penalty: 1008.379700
	Iteration 38Q: 3 clusters Score -2034353 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64644 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -2034357.875000 Penalty: 1008.379700
	Iteration 39Q: 3 clusters Score -2034358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64651 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -2034358.875000 Penalty: 1008.379700
	Iteration 40F: 3 clusters Score -2034359 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2034363.500000 Penalty: 1008.379700
	Iteration 41Q: 3 clusters Score -2034364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64664 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2034365.625000 Penalty: 1008.379700
	Iteration 42Q: 3 clusters Score -2034366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64664 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -2034367.875000 Penalty: 1008.379700
	Iteration 43Q: 3 clusters Score -2034368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2034368.125000 Penalty: 1008.379700
	Iteration 44Q: 3 clusters Score -2034368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64665 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -2034368.125000 Penalty: 1008.379700
	Iteration 45F: 3 clusters Score -2034368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31773 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Entering Unmasked Estep 
Score: -1034871.875000 Penalty: 471.669922
	Iteration 0F: 2 clusters Score -1034872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -1013531.375000 Penalty: 943.339844
	Iteration 0F: 3 clusters Score -1013531 nChanged 15378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -1023200.125000 Penalty: 943.339844
	Iteration 1F: 3 clusters Score -1023200 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 18060 members 
Entering Unmasked Estep 
Score: -1024210.750000 Penalty: 943.339844
	Iteration 2F: 3 clusters Score -1024211 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -1025548.812500 Penalty: 943.339844
	Iteration 3F: 3 clusters Score -1025549 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -1027146.562500 Penalty: 943.339844
	Iteration 4F: 3 clusters Score -1027147 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -1028861.500000 Penalty: 943.339844
	Iteration 5F: 3 clusters Score -1028862 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -1030313.562500 Penalty: 943.339844
	Iteration 6F: 3 clusters Score -1030314 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -1031243.687500 Penalty: 943.339844
	Iteration 7Q: 3 clusters Score -1031244 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -1031837.125000 Penalty: 943.339844
	Iteration 8Q: 3 clusters Score -1031837 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -1032314.500000 Penalty: 943.339844
	Iteration 9Q: 3 clusters Score -1032314 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -1032708.875000 Penalty: 943.339844
	Iteration 10Q: 3 clusters Score -1032709 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -1033007.875000 Penalty: 943.339844
	Iteration 11Q: 3 clusters Score -1033008 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -1033247.875000 Penalty: 943.339844
	Iteration 12Q: 3 clusters Score -1033248 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -1033461.062500 Penalty: 943.339844
	Iteration 13Q: 3 clusters Score -1033461 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -1033616.687500 Penalty: 943.339844
	Iteration 14Q: 3 clusters Score -1033617 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -1033752.500000 Penalty: 943.339844
	Iteration 15Q: 3 clusters Score -1033752 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -1033870.875000 Penalty: 943.339844
	Iteration 16Q: 3 clusters Score -1033871 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -1033978.812500 Penalty: 943.339844
	Iteration 17Q: 3 clusters Score -1033979 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -1034051.937500 Penalty: 943.339844
	Iteration 18Q: 3 clusters Score -1034052 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 29182 members 
Entering Unmasked Estep 
Score: -1034113.250000 Penalty: 943.339844
	Iteration 19Q: 3 clusters Score -1034113 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -1034160.562500 Penalty: 943.339844
	Iteration 20F: 3 clusters Score -1034161 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 29478 members 
Entering Unmasked Estep 
Score: -1034196.812500 Penalty: 943.339844
	Iteration 21Q: 3 clusters Score -1034197 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -1034229.625000 Penalty: 943.339844
	Iteration 22Q: 3 clusters Score -1034230 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -1034267.937500 Penalty: 943.339844
	Iteration 23Q: 3 clusters Score -1034268 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -1034292.187500 Penalty: 943.339844
	Iteration 24Q: 3 clusters Score -1034292 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -1034316.375000 Penalty: 943.339844
	Iteration 25Q: 3 clusters Score -1034316 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -1034340.000000 Penalty: 943.339844
	Iteration 26Q: 3 clusters Score -1034340 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 30069 members 
Entering Unmasked Estep 
Score: -1034360.062500 Penalty: 943.339844
	Iteration 27Q: 3 clusters Score -1034360 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -1034377.625000 Penalty: 943.339844
	Iteration 28Q: 3 clusters Score -1034378 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -1034389.375000 Penalty: 943.339844
	Iteration 29Q: 3 clusters Score -1034389 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -1034411.812500 Penalty: 943.339844
	Iteration 30Q: 3 clusters Score -1034412 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 30361 members 
Entering Unmasked Estep 
Score: -1034435.375000 Penalty: 943.339844
	Iteration 31Q: 3 clusters Score -1034435 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 30434 members 
Entering Unmasked Estep 
Score: -1034453.937500 Penalty: 943.339844
	Iteration 32Q: 3 clusters Score -1034454 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -1034473.875000 Penalty: 943.339844
	Iteration 33Q: 3 clusters Score -1034474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -1034484.875000 Penalty: 943.339844
	Iteration 34Q: 3 clusters Score -1034485 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 30583 members 
Entering Unmasked Estep 
Score: -1034494.687500 Penalty: 943.339844
	Iteration 35Q: 3 clusters Score -1034495 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -1034502.375000 Penalty: 943.339844
	Iteration 36Q: 3 clusters Score -1034502 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -1034513.437500 Penalty: 943.339844
	Iteration 37Q: 3 clusters Score -1034513 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
Score: -1034522.062500 Penalty: 943.339844
	Iteration 38Q: 3 clusters Score -1034522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -1034530.812500 Penalty: 943.339844
	Iteration 39Q: 3 clusters Score -1034531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -1034536.937500 Penalty: 943.339844
	Iteration 40F: 3 clusters Score -1034537 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -1034542.250000 Penalty: 943.339844
	Iteration 41Q: 3 clusters Score -1034542 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 30798 members 
Entering Unmasked Estep 
Score: -1034547.062500 Penalty: 943.339844
	Iteration 42Q: 3 clusters Score -1034547 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 30813 members 
Entering Unmasked Estep 
Score: -1034549.500000 Penalty: 943.339844
	Iteration 43Q: 3 clusters Score -1034550 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -1034550.750000 Penalty: 943.339844
	Iteration 44Q: 3 clusters Score -1034551 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 30851 members 
Entering Unmasked Estep 
Score: -1034553.125000 Penalty: 943.339844
	Iteration 45Q: 3 clusters Score -1034553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -1034559.625000 Penalty: 943.339844
	Iteration 46Q: 3 clusters Score -1034560 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 30888 members 
Entering Unmasked Estep 
Score: -1034563.625000 Penalty: 943.339844
	Iteration 47Q: 3 clusters Score -1034564 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -1034567.500000 Penalty: 943.339844
	Iteration 48Q: 3 clusters Score -1034568 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 30931 members 
Entering Unmasked Estep 
Score: -1034570.812500 Penalty: 943.339844
	Iteration 49Q: 3 clusters Score -1034571 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -1034574.187500 Penalty: 943.339844
	Iteration 50Q: 3 clusters Score -1034574 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -1034577.562500 Penalty: 943.339844
	Iteration 51Q: 3 clusters Score -1034578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -1034584.875000 Penalty: 943.339844
	Iteration 52Q: 3 clusters Score -1034585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 31000 members 
Entering Unmasked Estep 
Score: -1034587.187500 Penalty: 943.339844
	Iteration 53Q: 3 clusters Score -1034587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 31009 members 
Entering Unmasked Estep 
Score: -1034587.812500 Penalty: 943.339844
	Iteration 54Q: 3 clusters Score -1034588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -1034588.812500 Penalty: 943.339844
	Iteration 55Q: 3 clusters Score -1034589 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -1034591.875000 Penalty: 943.339844
	Iteration 56Q: 3 clusters Score -1034592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 31034 members 
Entering Unmasked Estep 
Score: -1034593.937500 Penalty: 943.339844
	Iteration 57Q: 3 clusters Score -1034594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -1034595.312500 Penalty: 943.339844
	Iteration 58Q: 3 clusters Score -1034595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 31041 members 
Entering Unmasked Estep 
Score: -1034594.937500 Penalty: 943.339844
	Iteration 59Q: 3 clusters Score -1034595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 31044 members 
Entering Unmasked Estep 
Score: -1034595.687500 Penalty: 943.339844
	Iteration 60F: 3 clusters Score -1034596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 31045 members 
Entering Unmasked Estep 
Score: -1034596.500000 Penalty: 943.339844
	Iteration 61Q: 3 clusters Score -1034596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -1034596.000000 Penalty: 943.339844
	Iteration 62Q: 3 clusters Score -1034596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 31050 members 
Entering Unmasked Estep 
Score: -1034597.750000 Penalty: 943.339844
	Iteration 63Q: 3 clusters Score -1034598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -1034599.687500 Penalty: 943.339844
	Iteration 64Q: 3 clusters Score -1034600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 31058 members 
Entering Unmasked Estep 
Score: -1034599.750000 Penalty: 943.339844
	Iteration 65Q: 3 clusters Score -1034600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -1034600.250000 Penalty: 943.339844
	Iteration 66Q: 3 clusters Score -1034600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -1034599.125000 Penalty: 943.339844
	Iteration 67Q: 3 clusters Score -1034599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -1034599.125000 Penalty: 943.339844
	Iteration 68Q: 3 clusters Score -1034599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 31075 members 
Entering Unmasked Estep 
Score: -1034599.437500 Penalty: 943.339844
	Iteration 69Q: 3 clusters Score -1034599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -1034600.875000 Penalty: 943.339844
	Iteration 70Q: 3 clusters Score -1034601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -1034601.625000 Penalty: 943.339844
	Iteration 71Q: 3 clusters Score -1034602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -1034601.437500 Penalty: 943.339844
	Iteration 72Q: 3 clusters Score -1034601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -1034602.062500 Penalty: 943.339844
	Iteration 73Q: 3 clusters Score -1034602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 31090 members 
Entering Unmasked Estep 
Score: -1034601.250000 Penalty: 943.339844
	Iteration 74Q: 3 clusters Score -1034601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 31091 members 
Entering Unmasked Estep 
Score: -1034602.000000 Penalty: 943.339844
	Iteration 75Q: 3 clusters Score -1034602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -1034601.875000 Penalty: 943.339844
	Iteration 76Q: 3 clusters Score -1034602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -1034601.875000 Penalty: 943.339844
	Iteration 77F: 3 clusters Score -1034602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Entering Unmasked Estep 
Score: -284062.156250 Penalty: 414.704285
	Iteration 0F: 2 clusters Score -284062.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -277964.156250 Penalty: 829.408569
	Iteration 0F: 3 clusters Score -277964.2 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -280412.687500 Penalty: 829.408569
	Iteration 1F: 3 clusters Score -280412.7 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -280648.250000 Penalty: 829.408569
	Iteration 2F: 3 clusters Score -280648.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -280997.593750 Penalty: 829.408569
	Iteration 3F: 3 clusters Score -280997.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -281407.062500 Penalty: 829.408569
	Iteration 4F: 3 clusters Score -281407.1 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -281851.593750 Penalty: 829.408569
	Iteration 5F: 3 clusters Score -281851.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -282240.093750 Penalty: 829.408569
	Iteration 6F: 3 clusters Score -282240.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -282499.187500 Penalty: 829.408569
	Iteration 7Q: 3 clusters Score -282499.2 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -282680.156250 Penalty: 829.408569
	Iteration 8Q: 3 clusters Score -282680.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -282811.656250 Penalty: 829.408569
	Iteration 9Q: 3 clusters Score -282811.7 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -282948.343750 Penalty: 829.408569
	Iteration 10Q: 3 clusters Score -282948.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -283055.125000 Penalty: 829.408569
	Iteration 11Q: 3 clusters Score -283055.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -283162.562500 Penalty: 829.408569
	Iteration 12Q: 3 clusters Score -283162.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -283267.250000 Penalty: 829.408569
	Iteration 13Q: 3 clusters Score -283267.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -283355.000000 Penalty: 829.408569
	Iteration 14Q: 3 clusters Score -283355 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -283448.843750 Penalty: 829.408569
	Iteration 15Q: 3 clusters Score -283448.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -283520.562500 Penalty: 829.408569
	Iteration 16Q: 3 clusters Score -283520.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -283571.093750 Penalty: 829.408569
	Iteration 17Q: 3 clusters Score -283571.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -283616.781250 Penalty: 829.408569
	Iteration 18Q: 3 clusters Score -283616.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -283652.656250 Penalty: 829.408569
	Iteration 19Q: 3 clusters Score -283652.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -283681.375000 Penalty: 829.408569
	Iteration 20F: 3 clusters Score -283681.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -283708.093750 Penalty: 829.408569
	Iteration 21Q: 3 clusters Score -283708.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -283723.531250 Penalty: 829.408569
	Iteration 22Q: 3 clusters Score -283723.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -283736.937500 Penalty: 829.408569
	Iteration 23Q: 3 clusters Score -283736.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -283742.031250 Penalty: 829.408569
	Iteration 24Q: 3 clusters Score -283742 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -283744.593750 Penalty: 829.408569
	Iteration 25Q: 3 clusters Score -283744.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -283746.687500 Penalty: 829.408569
	Iteration 26Q: 3 clusters Score -283746.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -283748.593750 Penalty: 829.408569
	Iteration 27Q: 3 clusters Score -283748.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -283749.937500 Penalty: 829.408569
	Iteration 28Q: 3 clusters Score -283749.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -283754.000000 Penalty: 829.408569
	Iteration 29Q: 3 clusters Score -283754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -283756.750000 Penalty: 829.408569
	Iteration 30Q: 3 clusters Score -283756.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -283761.812500 Penalty: 829.408569
	Iteration 31Q: 3 clusters Score -283761.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -283766.843750 Penalty: 829.408569
	Iteration 32Q: 3 clusters Score -283766.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -283768.906250 Penalty: 829.408569
	Iteration 33Q: 3 clusters Score -283768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -283770.781250 Penalty: 829.408569
	Iteration 34Q: 3 clusters Score -283770.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -283772.593750 Penalty: 829.408569
	Iteration 35Q: 3 clusters Score -283772.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -283773.781250 Penalty: 829.408569
	Iteration 36Q: 3 clusters Score -283773.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -283774.468750 Penalty: 829.408569
	Iteration 37Q: 3 clusters Score -283774.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -283774.875000 Penalty: 829.408569
	Iteration 38Q: 3 clusters Score -283774.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -283775.093750 Penalty: 829.408569
	Iteration 39Q: 3 clusters Score -283775.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -283775.156250 Penalty: 829.408569
	Iteration 40F: 3 clusters Score -283775.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Entering Unmasked Estep 
Score: -155333.937500 Penalty: 390.303558
	Iteration 0F: 2 clusters Score -155333.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -151753.703125 Penalty: 780.607117
	Iteration 0F: 3 clusters Score -151753.7 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -153288.906250 Penalty: 780.607117
	Iteration 1F: 3 clusters Score -153288.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -153543.625000 Penalty: 780.607117
	Iteration 2F: 3 clusters Score -153543.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -153767.250000 Penalty: 780.607117
	Iteration 3F: 3 clusters Score -153767.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -153982.687500 Penalty: 780.607117
	Iteration 4F: 3 clusters Score -153982.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -154174.781250 Penalty: 780.607117
	Iteration 5F: 3 clusters Score -154174.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -154335.078125 Penalty: 780.607117
	Iteration 6Q: 3 clusters Score -154335.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -154458.375000 Penalty: 780.607117
	Iteration 7Q: 3 clusters Score -154458.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -154571.390625 Penalty: 780.607117
	Iteration 8Q: 3 clusters Score -154571.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -154664.765625 Penalty: 780.607117
	Iteration 9Q: 3 clusters Score -154664.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -154729.531250 Penalty: 780.607117
	Iteration 10Q: 3 clusters Score -154729.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -154771.359375 Penalty: 780.607117
	Iteration 11Q: 3 clusters Score -154771.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -154809.000000 Penalty: 780.607117
	Iteration 12Q: 3 clusters Score -154809 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -154848.437500 Penalty: 780.607117
	Iteration 13Q: 3 clusters Score -154848.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -154886.000000 Penalty: 780.607117
	Iteration 14Q: 3 clusters Score -154886 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -154923.375000 Penalty: 780.607117
	Iteration 15Q: 3 clusters Score -154923.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -154953.937500 Penalty: 780.607117
	Iteration 16Q: 3 clusters Score -154953.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -154983.031250 Penalty: 780.607117
	Iteration 17Q: 3 clusters Score -154983 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -155006.968750 Penalty: 780.607117
	Iteration 18Q: 3 clusters Score -155007 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -155031.156250 Penalty: 780.607117
	Iteration 19Q: 3 clusters Score -155031.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -155050.203125 Penalty: 780.607117
	Iteration 20F: 3 clusters Score -155050.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -155067.078125 Penalty: 780.607117
	Iteration 21Q: 3 clusters Score -155067.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -155080.359375 Penalty: 780.607117
	Iteration 22Q: 3 clusters Score -155080.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -155091.843750 Penalty: 780.607117
	Iteration 23Q: 3 clusters Score -155091.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -155106.625000 Penalty: 780.607117
	Iteration 24Q: 3 clusters Score -155106.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -155116.984375 Penalty: 780.607117
	Iteration 25Q: 3 clusters Score -155117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -155127.234375 Penalty: 780.607117
	Iteration 26Q: 3 clusters Score -155127.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -155134.703125 Penalty: 780.607117
	Iteration 27Q: 3 clusters Score -155134.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -155141.000000 Penalty: 780.607117
	Iteration 28Q: 3 clusters Score -155141 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -155145.406250 Penalty: 780.607117
	Iteration 29Q: 3 clusters Score -155145.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -155147.562500 Penalty: 780.607117
	Iteration 30Q: 3 clusters Score -155147.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -155149.125000 Penalty: 780.607117
	Iteration 31Q: 3 clusters Score -155149.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -155151.531250 Penalty: 780.607117
	Iteration 32Q: 3 clusters Score -155151.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -155152.250000 Penalty: 780.607117
	Iteration 33Q: 3 clusters Score -155152.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -155154.046875 Penalty: 780.607117
	Iteration 34Q: 3 clusters Score -155154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -155155.625000 Penalty: 780.607117
	Iteration 35Q: 3 clusters Score -155155.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -155156.218750 Penalty: 780.607117
	Iteration 36Q: 3 clusters Score -155156.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -155157.312500 Penalty: 780.607117
	Iteration 37Q: 3 clusters Score -155157.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -155158.046875 Penalty: 780.607117
	Iteration 38Q: 3 clusters Score -155158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -155158.812500 Penalty: 780.607117
	Iteration 39Q: 3 clusters Score -155158.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -155159.000000 Penalty: 780.607117
	Iteration 40F: 3 clusters Score -155159 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -155160.218750 Penalty: 780.607117
	Iteration 41Q: 3 clusters Score -155160.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -155161.859375 Penalty: 780.607117
	Iteration 42Q: 3 clusters Score -155161.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -155163.640625 Penalty: 780.607117
	Iteration 43Q: 3 clusters Score -155163.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -155165.078125 Penalty: 780.607117
	Iteration 44Q: 3 clusters Score -155165.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -155165.062500 Penalty: 780.607117
	Iteration 45Q: 3 clusters Score -155165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -155165.390625 Penalty: 780.607117
	Iteration 46Q: 3 clusters Score -155165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -155166.140625 Penalty: 780.607117
	Iteration 47Q: 3 clusters Score -155166.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -155166.031250 Penalty: 780.607117
	Iteration 48Q: 3 clusters Score -155166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -155166.031250 Penalty: 780.607117
	Iteration 49F: 3 clusters Score -155166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Entering Unmasked Estep 
Score: -361314.531250 Penalty: 424.129333
	Iteration 0F: 2 clusters Score -361314.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -353831.500000 Penalty: 848.258667
	Iteration 0F: 3 clusters Score -353831.5 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -356919.125000 Penalty: 848.258667
	Iteration 1F: 3 clusters Score -356919.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -357194.968750 Penalty: 848.258667
	Iteration 2F: 3 clusters Score -357195 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -357601.968750 Penalty: 848.258667
	Iteration 3F: 3 clusters Score -357602 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -358145.500000 Penalty: 848.258667
	Iteration 4F: 3 clusters Score -358145.5 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -358810.625000 Penalty: 848.258667
	Iteration 5F: 3 clusters Score -358810.6 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -359389.375000 Penalty: 848.258667
	Iteration 6F: 3 clusters Score -359389.4 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -359701.687500 Penalty: 848.258667
	Iteration 7F: 3 clusters Score -359701.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -359818.656250 Penalty: 848.258667
	Iteration 8Q: 3 clusters Score -359818.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -359889.250000 Penalty: 848.258667
	Iteration 9Q: 3 clusters Score -359889.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -359961.218750 Penalty: 848.258667
	Iteration 10Q: 3 clusters Score -359961.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -360035.125000 Penalty: 848.258667
	Iteration 11Q: 3 clusters Score -360035.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -360090.812500 Penalty: 848.258667
	Iteration 12Q: 3 clusters Score -360090.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -360125.718750 Penalty: 848.258667
	Iteration 13Q: 3 clusters Score -360125.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -360151.781250 Penalty: 848.258667
	Iteration 14Q: 3 clusters Score -360151.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -360180.781250 Penalty: 848.258667
	Iteration 15Q: 3 clusters Score -360180.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -360208.812500 Penalty: 848.258667
	Iteration 16Q: 3 clusters Score -360208.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -360234.125000 Penalty: 848.258667
	Iteration 17Q: 3 clusters Score -360234.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -360259.375000 Penalty: 848.258667
	Iteration 18Q: 3 clusters Score -360259.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -360276.531250 Penalty: 848.258667
	Iteration 19Q: 3 clusters Score -360276.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -360290.343750 Penalty: 848.258667
	Iteration 20F: 3 clusters Score -360290.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -360302.218750 Penalty: 848.258667
	Iteration 21Q: 3 clusters Score -360302.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -360310.000000 Penalty: 848.258667
	Iteration 22Q: 3 clusters Score -360310 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -360318.531250 Penalty: 848.258667
	Iteration 23Q: 3 clusters Score -360318.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -360324.000000 Penalty: 848.258667
	Iteration 24Q: 3 clusters Score -360324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -360327.218750 Penalty: 848.258667
	Iteration 25Q: 3 clusters Score -360327.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -360331.500000 Penalty: 848.258667
	Iteration 26Q: 3 clusters Score -360331.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -360336.812500 Penalty: 848.258667
	Iteration 27Q: 3 clusters Score -360336.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -360342.343750 Penalty: 848.258667
	Iteration 28Q: 3 clusters Score -360342.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -360348.968750 Penalty: 848.258667
	Iteration 29Q: 3 clusters Score -360349 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -360355.093750 Penalty: 848.258667
	Iteration 30Q: 3 clusters Score -360355.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -360360.093750 Penalty: 848.258667
	Iteration 31Q: 3 clusters Score -360360.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -360363.750000 Penalty: 848.258667
	Iteration 32Q: 3 clusters Score -360363.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -360365.875000 Penalty: 848.258667
	Iteration 33Q: 3 clusters Score -360365.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -360368.531250 Penalty: 848.258667
	Iteration 34Q: 3 clusters Score -360368.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -360370.625000 Penalty: 848.258667
	Iteration 35Q: 3 clusters Score -360370.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -360373.968750 Penalty: 848.258667
	Iteration 36Q: 3 clusters Score -360374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -360379.812500 Penalty: 848.258667
	Iteration 37Q: 3 clusters Score -360379.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -360386.625000 Penalty: 848.258667
	Iteration 38Q: 3 clusters Score -360386.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -360390.500000 Penalty: 848.258667
	Iteration 39Q: 3 clusters Score -360390.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -360393.125000 Penalty: 848.258667
	Iteration 40F: 3 clusters Score -360393.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -360397.656250 Penalty: 848.258667
	Iteration 41Q: 3 clusters Score -360397.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -360401.000000 Penalty: 848.258667
	Iteration 42Q: 3 clusters Score -360401 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -360407.000000 Penalty: 848.258667
	Iteration 43Q: 3 clusters Score -360407 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -360412.000000 Penalty: 848.258667
	Iteration 44Q: 3 clusters Score -360412 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -360422.000000 Penalty: 848.258667
	Iteration 45Q: 3 clusters Score -360422 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -360440.343750 Penalty: 848.258667
	Iteration 46Q: 3 clusters Score -360440.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -360471.000000 Penalty: 848.258667
	Iteration 47Q: 3 clusters Score -360471 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -360506.968750 Penalty: 848.258667
	Iteration 48Q: 3 clusters Score -360507 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -360554.843750 Penalty: 848.258667
	Iteration 49Q: 3 clusters Score -360554.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -360615.593750 Penalty: 848.258667
	Iteration 50Q: 3 clusters Score -360615.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -360678.562500 Penalty: 848.258667
	Iteration 51Q: 3 clusters Score -360678.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -360750.125000 Penalty: 848.258667
	Iteration 52Q: 3 clusters Score -360750.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -360804.406250 Penalty: 848.258667
	Iteration 53Q: 3 clusters Score -360804.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -360841.125000 Penalty: 848.258667
	Iteration 54Q: 3 clusters Score -360841.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -360871.250000 Penalty: 848.258667
	Iteration 55Q: 3 clusters Score -360871.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -360896.187500 Penalty: 848.258667
	Iteration 56Q: 3 clusters Score -360896.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -360917.281250 Penalty: 848.258667
	Iteration 57Q: 3 clusters Score -360917.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -360939.656250 Penalty: 848.258667
	Iteration 58Q: 3 clusters Score -360939.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -360959.500000 Penalty: 848.258667
	Iteration 59Q: 3 clusters Score -360959.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -360982.750000 Penalty: 848.258667
	Iteration 60F: 3 clusters Score -360982.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -361003.500000 Penalty: 848.258667
	Iteration 61Q: 3 clusters Score -361003.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -361016.593750 Penalty: 848.258667
	Iteration 62Q: 3 clusters Score -361016.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -361028.718750 Penalty: 848.258667
	Iteration 63Q: 3 clusters Score -361028.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -361043.906250 Penalty: 848.258667
	Iteration 64Q: 3 clusters Score -361043.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -361059.312500 Penalty: 848.258667
	Iteration 65Q: 3 clusters Score -361059.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -361072.218750 Penalty: 848.258667
	Iteration 66Q: 3 clusters Score -361072.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -361082.968750 Penalty: 848.258667
	Iteration 67Q: 3 clusters Score -361083 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -361092.093750 Penalty: 848.258667
	Iteration 68Q: 3 clusters Score -361092.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -361098.812500 Penalty: 848.258667
	Iteration 69Q: 3 clusters Score -361098.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -361103.750000 Penalty: 848.258667
	Iteration 70Q: 3 clusters Score -361103.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -361111.156250 Penalty: 848.258667
	Iteration 71Q: 3 clusters Score -361111.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -361116.968750 Penalty: 848.258667
	Iteration 72Q: 3 clusters Score -361117 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -361123.593750 Penalty: 848.258667
	Iteration 73Q: 3 clusters Score -361123.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -361128.625000 Penalty: 848.258667
	Iteration 74Q: 3 clusters Score -361128.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -361137.656250 Penalty: 848.258667
	Iteration 75Q: 3 clusters Score -361137.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -361145.875000 Penalty: 848.258667
	Iteration 76Q: 3 clusters Score -361145.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -361156.843750 Penalty: 848.258667
	Iteration 77Q: 3 clusters Score -361156.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -361167.718750 Penalty: 848.258667
	Iteration 78Q: 3 clusters Score -361167.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -361177.875000 Penalty: 848.258667
	Iteration 79Q: 3 clusters Score -361177.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -361186.218750 Penalty: 848.258667
	Iteration 80F: 3 clusters Score -361186.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -361193.687500 Penalty: 848.258667
	Iteration 81Q: 3 clusters Score -361193.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -361202.687500 Penalty: 848.258667
	Iteration 82Q: 3 clusters Score -361202.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -361208.781250 Penalty: 848.258667
	Iteration 83Q: 3 clusters Score -361208.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -361214.593750 Penalty: 848.258667
	Iteration 84Q: 3 clusters Score -361214.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -361220.843750 Penalty: 848.258667
	Iteration 85Q: 3 clusters Score -361220.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -361225.187500 Penalty: 848.258667
	Iteration 86Q: 3 clusters Score -361225.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -361230.593750 Penalty: 848.258667
	Iteration 87Q: 3 clusters Score -361230.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -361236.656250 Penalty: 848.258667
	Iteration 88Q: 3 clusters Score -361236.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -361238.500000 Penalty: 848.258667
	Iteration 89Q: 3 clusters Score -361238.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -361242.687500 Penalty: 848.258667
	Iteration 90Q: 3 clusters Score -361242.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -361244.187500 Penalty: 848.258667
	Iteration 91Q: 3 clusters Score -361244.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -361246.687500 Penalty: 848.258667
	Iteration 92Q: 3 clusters Score -361246.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -361246.968750 Penalty: 848.258667
	Iteration 93Q: 3 clusters Score -361247 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -361251.156250 Penalty: 848.258667
	Iteration 94Q: 3 clusters Score -361251.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -361251.843750 Penalty: 848.258667
	Iteration 95Q: 3 clusters Score -361251.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -361252.031250 Penalty: 848.258667
	Iteration 96Q: 3 clusters Score -361252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -361252.500000 Penalty: 848.258667
	Iteration 97Q: 3 clusters Score -361252.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -361254.031250 Penalty: 848.258667
	Iteration 98Q: 3 clusters Score -361254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -361254.156250 Penalty: 848.258667
	Iteration 99Q: 3 clusters Score -361254.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -361254.625000 Penalty: 848.258667
	Iteration 100F: 3 clusters Score -361254.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -361254.625000 Penalty: 848.258667
	Iteration 101Q: 3 clusters Score -361254.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -361256.000000 Penalty: 848.258667
	Iteration 102Q: 3 clusters Score -361256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -361255.500000 Penalty: 848.258667
	Iteration 103Q: 3 clusters Score -361255.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -361255.687500 Penalty: 848.258667
	Iteration 104Q: 3 clusters Score -361255.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -361255.906250 Penalty: 848.258667
	Iteration 105Q: 3 clusters Score -361255.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -361256.718750 Penalty: 848.258667
	Iteration 106Q: 3 clusters Score -361256.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -361257.343750 Penalty: 848.258667
	Iteration 107Q: 3 clusters Score -361257.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -361257.875000 Penalty: 848.258667
	Iteration 108Q: 3 clusters Score -361257.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -361257.156250 Penalty: 848.258667
	Iteration 109Q: 3 clusters Score -361257.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -361257.718750 Penalty: 848.258667
	Iteration 110Q: 3 clusters Score -361257.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -361257.875000 Penalty: 848.258667
	Iteration 111Q: 3 clusters Score -361257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -361257.500000 Penalty: 848.258667
	Iteration 112Q: 3 clusters Score -361257.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -361257.531250 Penalty: 848.258667
	Iteration 113Q: 3 clusters Score -361257.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -361257.656250 Penalty: 848.258667
	Iteration 114Q: 3 clusters Score -361257.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -361257.562500 Penalty: 848.258667
	Iteration 115Q: 3 clusters Score -361257.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -361257.125000 Penalty: 848.258667
	Iteration 116Q: 3 clusters Score -361257.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -361258.687500 Penalty: 848.258667
	Iteration 117Q: 3 clusters Score -361258.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -361258.593750 Penalty: 848.258667
	Iteration 118Q: 3 clusters Score -361258.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -361259.312500 Penalty: 848.258667
	Iteration 119Q: 3 clusters Score -361259.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -361259.812500 Penalty: 848.258667
	Iteration 120F: 3 clusters Score -361259.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -361259.375000 Penalty: 848.258667
	Iteration 121Q: 3 clusters Score -361259.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -361260.187500 Penalty: 848.258667
	Iteration 122Q: 3 clusters Score -361260.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -361260.968750 Penalty: 848.258667
	Iteration 123Q: 3 clusters Score -361261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -361261.937500 Penalty: 848.258667
	Iteration 124Q: 3 clusters Score -361261.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -361261.562500 Penalty: 848.258667
	Iteration 125Q: 3 clusters Score -361261.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -361262.000000 Penalty: 848.258667
	Iteration 126Q: 3 clusters Score -361262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -361261.218750 Penalty: 848.258667
	Iteration 127Q: 3 clusters Score -361261.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -361261.281250 Penalty: 848.258667
	Iteration 128Q: 3 clusters Score -361261.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -361261.593750 Penalty: 848.258667
	Iteration 129Q: 3 clusters Score -361261.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -361262.250000 Penalty: 848.258667
	Iteration 130Q: 3 clusters Score -361262.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -361262.656250 Penalty: 848.258667
	Iteration 131Q: 3 clusters Score -361262.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -361262.031250 Penalty: 848.258667
	Iteration 132Q: 3 clusters Score -361262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -361263.218750 Penalty: 848.258667
	Iteration 133Q: 3 clusters Score -361263.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -361263.156250 Penalty: 848.258667
	Iteration 134Q: 3 clusters Score -361263.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -361264.750000 Penalty: 848.258667
	Iteration 135Q: 3 clusters Score -361264.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -361265.531250 Penalty: 848.258667
	Iteration 136Q: 3 clusters Score -361265.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -361266.812500 Penalty: 848.258667
	Iteration 137Q: 3 clusters Score -361266.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -361266.843750 Penalty: 848.258667
	Iteration 138Q: 3 clusters Score -361266.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -361266.750000 Penalty: 848.258667
	Iteration 139Q: 3 clusters Score -361266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -361267.218750 Penalty: 848.258667
	Iteration 140F: 3 clusters Score -361267.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -361266.750000 Penalty: 848.258667
	Iteration 141Q: 3 clusters Score -361266.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -361267.843750 Penalty: 848.258667
	Iteration 142Q: 3 clusters Score -361267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -361267.687500 Penalty: 848.258667
	Iteration 143Q: 3 clusters Score -361267.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -361267.875000 Penalty: 848.258667
	Iteration 144Q: 3 clusters Score -361267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -361267.875000 Penalty: 848.258667
	Iteration 145Q: 3 clusters Score -361267.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -361267.843750 Penalty: 848.258667
	Iteration 146Q: 3 clusters Score -361267.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -361268.625000 Penalty: 848.258667
	Iteration 147Q: 3 clusters Score -361268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -361268.656250 Penalty: 848.258667
	Iteration 148Q: 3 clusters Score -361268.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -361268.656250 Penalty: 848.258667
	Iteration 149F: 3 clusters Score -361268.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Entering Unmasked Estep 
Score: -57453.707031 Penalty: 342.904572
	Iteration 0F: 2 clusters Score -57453.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -56111.425781 Penalty: 685.809143
	Iteration 0F: 3 clusters Score -56111.43 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -56621.085938 Penalty: 685.809143
	Iteration 1F: 3 clusters Score -56621.09 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -56708.824219 Penalty: 685.809143
	Iteration 2F: 3 clusters Score -56708.82 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -56762.101562 Penalty: 685.809143
	Iteration 3F: 3 clusters Score -56762.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -56804.496094 Penalty: 685.809143
	Iteration 4Q: 3 clusters Score -56804.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -56856.457031 Penalty: 685.809143
	Iteration 5Q: 3 clusters Score -56856.46 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -56906.933594 Penalty: 685.809143
	Iteration 6Q: 3 clusters Score -56906.93 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -56962.851562 Penalty: 685.809143
	Iteration 7Q: 3 clusters Score -56962.85 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -57035.492188 Penalty: 685.809143
	Iteration 8Q: 3 clusters Score -57035.49 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -57066.972656 Penalty: 685.809143
	Iteration 9Q: 3 clusters Score -57066.97 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -57088.019531 Penalty: 685.809143
	Iteration 10Q: 3 clusters Score -57088.02 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -57100.335938 Penalty: 685.809143
	Iteration 11Q: 3 clusters Score -57100.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -57106.472656 Penalty: 685.809143
	Iteration 12Q: 3 clusters Score -57106.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -57109.621094 Penalty: 685.809143
	Iteration 13Q: 3 clusters Score -57109.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -57112.015625 Penalty: 685.809143
	Iteration 14Q: 3 clusters Score -57112.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -57113.203125 Penalty: 685.809143
	Iteration 15Q: 3 clusters Score -57113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -57113.339844 Penalty: 685.809143
	Iteration 16Q: 3 clusters Score -57113.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -57113.671875 Penalty: 685.809143
	Iteration 17Q: 3 clusters Score -57113.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -57113.695312 Penalty: 685.809143
	Iteration 18Q: 3 clusters Score -57113.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -57113.695312 Penalty: 685.809143
	Iteration 19F: 3 clusters Score -57113.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Entering Unmasked Estep 
Score: -76212.960938 Penalty: 359.191467
	Iteration 0F: 2 clusters Score -76212.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -74382.382812 Penalty: 718.382935
	Iteration 0F: 3 clusters Score -74382.38 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -75042.632812 Penalty: 718.382935
	Iteration 1F: 3 clusters Score -75042.63 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -75139.976562 Penalty: 718.382935
	Iteration 2F: 3 clusters Score -75139.98 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -75212.921875 Penalty: 718.382935
	Iteration 3F: 3 clusters Score -75212.92 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -75286.539062 Penalty: 718.382935
	Iteration 4Q: 3 clusters Score -75286.54 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -75347.382812 Penalty: 718.382935
	Iteration 5Q: 3 clusters Score -75347.38 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -75421.578125 Penalty: 718.382935
	Iteration 6Q: 3 clusters Score -75421.58 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -75507.976562 Penalty: 718.382935
	Iteration 7Q: 3 clusters Score -75507.98 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -75585.531250 Penalty: 718.382935
	Iteration 8Q: 3 clusters Score -75585.53 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -75660.242188 Penalty: 718.382935
	Iteration 9Q: 3 clusters Score -75660.24 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -75726.976562 Penalty: 718.382935
	Iteration 10Q: 3 clusters Score -75726.98 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -75807.179688 Penalty: 718.382935
	Iteration 11Q: 3 clusters Score -75807.18 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -75864.335938 Penalty: 718.382935
	Iteration 12Q: 3 clusters Score -75864.34 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -75913.007812 Penalty: 718.382935
	Iteration 13Q: 3 clusters Score -75913.01 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -75956.945312 Penalty: 718.382935
	Iteration 14Q: 3 clusters Score -75956.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -75997.953125 Penalty: 718.382935
	Iteration 15Q: 3 clusters Score -75997.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -76022.726562 Penalty: 718.382935
	Iteration 16Q: 3 clusters Score -76022.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -76029.195312 Penalty: 718.382935
	Iteration 17Q: 3 clusters Score -76029.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -76033.226562 Penalty: 718.382935
	Iteration 18Q: 3 clusters Score -76033.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -76035.429688 Penalty: 718.382935
	Iteration 19Q: 3 clusters Score -76035.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -76038.796875 Penalty: 718.382935
	Iteration 20F: 3 clusters Score -76038.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -76040.179688 Penalty: 718.382935
	Iteration 21Q: 3 clusters Score -76040.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76041.250000 Penalty: 718.382935
	Iteration 22Q: 3 clusters Score -76041.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76042.562500 Penalty: 718.382935
	Iteration 23Q: 3 clusters Score -76042.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -76043.921875 Penalty: 718.382935
	Iteration 24Q: 3 clusters Score -76043.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -76045.546875 Penalty: 718.382935
	Iteration 25Q: 3 clusters Score -76045.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -76047.375000 Penalty: 718.382935
	Iteration 26Q: 3 clusters Score -76047.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -76049.648438 Penalty: 718.382935
	Iteration 27Q: 3 clusters Score -76049.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -76050.625000 Penalty: 718.382935
	Iteration 28Q: 3 clusters Score -76050.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -76051.281250 Penalty: 718.382935
	Iteration 29Q: 3 clusters Score -76051.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -76051.750000 Penalty: 718.382935
	Iteration 30Q: 3 clusters Score -76051.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -76053.804688 Penalty: 718.382935
	Iteration 31Q: 3 clusters Score -76053.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -76056.773438 Penalty: 718.382935
	Iteration 32Q: 3 clusters Score -76056.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -76058.859375 Penalty: 718.382935
	Iteration 33Q: 3 clusters Score -76058.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -76059.617188 Penalty: 718.382935
	Iteration 34Q: 3 clusters Score -76059.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -76059.773438 Penalty: 718.382935
	Iteration 35Q: 3 clusters Score -76059.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76060.000000 Penalty: 718.382935
	Iteration 36Q: 3 clusters Score -76060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -76060.000000 Penalty: 718.382935
	Iteration 37F: 3 clusters Score -76060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Entering Unmasked Estep 
Score: -669082.375000 Penalty: 451.687775
	Iteration 0F: 2 clusters Score -669082.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -655548.187500 Penalty: 903.375549
	Iteration 0F: 3 clusters Score -655548.2 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -661570.625000 Penalty: 903.375549
	Iteration 1F: 3 clusters Score -661570.6 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -662216.437500 Penalty: 903.375549
	Iteration 2F: 3 clusters Score -662216.4 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -662942.750000 Penalty: 903.375549
	Iteration 3F: 3 clusters Score -662942.8 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -663778.687500 Penalty: 903.375549
	Iteration 4F: 3 clusters Score -663778.7 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15896 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -664787.500000 Penalty: 903.375549
	Iteration 5F: 3 clusters Score -664787.5 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -665955.250000 Penalty: 903.375549
	Iteration 6F: 3 clusters Score -665955.2 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -666999.125000 Penalty: 903.375549
	Iteration 7F: 3 clusters Score -666999.1 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -667819.125000 Penalty: 903.375549
	Iteration 8Q: 3 clusters Score -667819.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -668291.250000 Penalty: 903.375549
	Iteration 9Q: 3 clusters Score -668291.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -668513.062500 Penalty: 903.375549
	Iteration 10Q: 3 clusters Score -668513.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -668616.562500 Penalty: 903.375549
	Iteration 11Q: 3 clusters Score -668616.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20353 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -668669.125000 Penalty: 903.375549
	Iteration 12Q: 3 clusters Score -668669.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -668688.437500 Penalty: 903.375549
	Iteration 13Q: 3 clusters Score -668688.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -668703.500000 Penalty: 903.375549
	Iteration 14Q: 3 clusters Score -668703.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -668712.062500 Penalty: 903.375549
	Iteration 15Q: 3 clusters Score -668712.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20394 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -668717.875000 Penalty: 903.375549
	Iteration 16Q: 3 clusters Score -668717.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -668718.125000 Penalty: 903.375549
	Iteration 17Q: 3 clusters Score -668718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -668722.062500 Penalty: 903.375549
	Iteration 18Q: 3 clusters Score -668722.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -668723.750000 Penalty: 903.375549
	Iteration 19Q: 3 clusters Score -668723.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -668727.375000 Penalty: 903.375549
	Iteration 20F: 3 clusters Score -668727.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -4819.931641 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -4819.932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -4512.050781 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -4512.051 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -4628.538086 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -4628.538 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -4665.312988 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -4665.313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -4694.712402 Penalty: 496.434235
	Iteration 3F: 3 clusters Score -4694.712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -4704.423340 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -4704.423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -4712.357910 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -4712.358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4720.174805 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -4720.175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4723.452148 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -4723.452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -4726.770508 Penalty: 496.434235
	Iteration 8Q: 3 clusters Score -4726.771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4727.835938 Penalty: 496.434235
	Iteration 9Q: 3 clusters Score -4727.836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4729.701172 Penalty: 496.434235
	Iteration 10Q: 3 clusters Score -4729.701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4729.701172 Penalty: 496.434235
	Iteration 11F: 3 clusters Score -4729.701 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147958 members 
Mstep: Class 2 contains 1173 members 
Mstep: Class 3 contains 5950 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122871 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 42134 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 4947 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6505 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16134 members 
Mstep: Class 14 contains 64932 members 
Mstep: Class 15 contains 31773 members 
Mstep: Class 16 contains 9085 members 
Mstep: Class 17 contains 5314 members 
Mstep: Class 18 contains 11176 members 
Mstep: Class 19 contains 1875 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 20480 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732112.000000 Penalty: 13180.710938
Iteration 199Q: 23 clusters Score -1.573211e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147957 members 
Mstep: Class 2 contains 1175 members 
Mstep: Class 3 contains 5937 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122876 members 
Mstep: Class 6 contains 7590 members 
Mstep: Class 7 contains 42142 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 4949 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6506 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16118 members 
Mstep: Class 14 contains 64928 members 
Mstep: Class 15 contains 31769 members 
Mstep: Class 16 contains 9090 members 
Mstep: Class 17 contains 5315 members 
Mstep: Class 18 contains 11172 members 
Mstep: Class 19 contains 1889 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 20483 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732121.000000 Penalty: 13180.710938
Iteration 200F: 23 clusters Score -1.573212e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147958 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5932 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122877 members 
Mstep: Class 6 contains 7589 members 
Mstep: Class 7 contains 42152 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 4952 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6508 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 16104 members 
Mstep: Class 14 contains 64923 members 
Mstep: Class 15 contains 31768 members 
Mstep: Class 16 contains 9091 members 
Mstep: Class 17 contains 5316 members 
Mstep: Class 18 contains 11167 members 
Mstep: Class 19 contains 1900 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 20486 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732153.000000 Penalty: 13180.710938
Iteration 201Q: 23 clusters Score -1.573215e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147960 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5925 members 
Mstep: Class 4 contains 2167 members 
Mstep: Class 5 contains 122881 members 
Mstep: Class 6 contains 7589 members 
Mstep: Class 7 contains 42167 members 
Mstep: Class 8 contains 5305 members 
Mstep: Class 9 contains 4953 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6510 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 16091 members 
Mstep: Class 14 contains 64920 members 
Mstep: Class 15 contains 31769 members 
Mstep: Class 16 contains 9091 members 
Mstep: Class 17 contains 5316 members 
Mstep: Class 18 contains 11162 members 
Mstep: Class 19 contains 1905 members 
Mstep: Class 20 contains 2680 members 
Mstep: Class 21 contains 20484 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732148.000000 Penalty: 13180.710938
Iteration 202Q: 23 clusters Score -1.573215e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147959 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5920 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122883 members 
Mstep: Class 6 contains 7593 members 
Mstep: Class 7 contains 42179 members 
Mstep: Class 8 contains 5306 members 
Mstep: Class 9 contains 4954 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6512 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 16080 members 
Mstep: Class 14 contains 64918 members 
Mstep: Class 15 contains 31769 members 
Mstep: Class 16 contains 9090 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11159 members 
Mstep: Class 19 contains 1910 members 
Mstep: Class 20 contains 2676 members 
Mstep: Class 21 contains 20484 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732161.000000 Penalty: 13180.710938
Iteration 203Q: 23 clusters Score -1.573216e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147961 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5916 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122885 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 42191 members 
Mstep: Class 8 contains 5307 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6513 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 16065 members 
Mstep: Class 14 contains 64920 members 
Mstep: Class 15 contains 31768 members 
Mstep: Class 16 contains 9088 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11160 members 
Mstep: Class 19 contains 1915 members 
Mstep: Class 20 contains 2677 members 
Mstep: Class 21 contains 20480 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732140.000000 Penalty: 13180.710938
Iteration 204Q: 23 clusters Score -1.573214e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147958 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5916 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122888 members 
Mstep: Class 6 contains 7592 members 
Mstep: Class 7 contains 42205 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6515 members 
Mstep: Class 12 contains 11972 members 
Mstep: Class 13 contains 16053 members 
Mstep: Class 14 contains 64918 members 
Mstep: Class 15 contains 31767 members 
Mstep: Class 16 contains 9086 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11158 members 
Mstep: Class 19 contains 1919 members 
Mstep: Class 20 contains 2679 members 
Mstep: Class 21 contains 20478 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732150.000000 Penalty: 13180.710938
Iteration 205Q: 23 clusters Score -1.573215e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147955 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5918 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122894 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 42215 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6515 members 
Mstep: Class 12 contains 11972 members 
Mstep: Class 13 contains 16040 members 
Mstep: Class 14 contains 64913 members 
Mstep: Class 15 contains 31766 members 
Mstep: Class 16 contains 9088 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11155 members 
Mstep: Class 19 contains 1920 members 
Mstep: Class 20 contains 2680 members 
Mstep: Class 21 contains 20478 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732141.000000 Penalty: 13180.710938
Iteration 206Q: 23 clusters Score -1.573214e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147952 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5922 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122895 members 
Mstep: Class 6 contains 7594 members 
Mstep: Class 7 contains 42226 members 
Mstep: Class 8 contains 5310 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 16029 members 
Mstep: Class 14 contains 64906 members 
Mstep: Class 15 contains 31766 members 
Mstep: Class 16 contains 9089 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11153 members 
Mstep: Class 19 contains 1923 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 20477 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732160.000000 Penalty: 13180.710938
Iteration 207Q: 23 clusters Score -1.573216e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147953 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5920 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122899 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 42237 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 16016 members 
Mstep: Class 14 contains 64899 members 
Mstep: Class 15 contains 31766 members 
Mstep: Class 16 contains 9091 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11152 members 
Mstep: Class 19 contains 1928 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 20476 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732177.000000 Penalty: 13180.710938
Iteration 208Q: 23 clusters Score -1.573218e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147952 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5918 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122909 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 42247 members 
Mstep: Class 8 contains 5308 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 16006 members 
Mstep: Class 14 contains 64891 members 
Mstep: Class 15 contains 31765 members 
Mstep: Class 16 contains 9091 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11153 members 
Mstep: Class 19 contains 1931 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 20476 members 
Mstep: Class 22 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732161.000000 Penalty: 13180.710938
Iteration 209Q: 23 clusters Score -1.573216e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147949 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5917 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122926 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 42251 members 
Mstep: Class 8 contains 5307 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 15998 members 
Mstep: Class 14 contains 64891 members 
Mstep: Class 15 contains 31764 members 
Mstep: Class 16 contains 9092 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11145 members 
Mstep: Class 19 contains 1930 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 20478 members 
Mstep: Class 22 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732180.000000 Penalty: 13180.710938
Iteration 210Q: 23 clusters Score -1.573218e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147944 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5918 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122931 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 42255 members 
Mstep: Class 8 contains 5307 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 15995 members 
Mstep: Class 14 contains 64887 members 
Mstep: Class 15 contains 31764 members 
Mstep: Class 16 contains 9091 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11144 members 
Mstep: Class 19 contains 1933 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 20479 members 
Mstep: Class 22 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732168.000000 Penalty: 13180.710938
Iteration 211Q: 23 clusters Score -1.573217e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147940 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5919 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122939 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 42257 members 
Mstep: Class 8 contains 5309 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 15988 members 
Mstep: Class 14 contains 64881 members 
Mstep: Class 15 contains 31765 members 
Mstep: Class 16 contains 9090 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11144 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 2682 members 
Mstep: Class 21 contains 20478 members 
Mstep: Class 22 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732148.000000 Penalty: 13180.710938
Iteration 212Q: 23 clusters Score -1.573215e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147936 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5917 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122947 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 42257 members 
Mstep: Class 8 contains 5312 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 15979 members 
Mstep: Class 14 contains 64881 members 
Mstep: Class 15 contains 31765 members 
Mstep: Class 16 contains 9091 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11143 members 
Mstep: Class 19 contains 1941 members 
Mstep: Class 20 contains 2681 members 
Mstep: Class 21 contains 20478 members 
Mstep: Class 22 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732148.000000 Penalty: 13180.710938
Iteration 213Q: 23 clusters Score -1.573215e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147934 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5915 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122951 members 
Mstep: Class 6 contains 7595 members 
Mstep: Class 7 contains 42261 members 
Mstep: Class 8 contains 5314 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 15970 members 
Mstep: Class 14 contains 64881 members 
Mstep: Class 15 contains 31765 members 
Mstep: Class 16 contains 9092 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11143 members 
Mstep: Class 19 contains 1947 members 
Mstep: Class 20 contains 2678 members 
Mstep: Class 21 contains 20478 members 
Mstep: Class 22 contains 233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732166.000000 Penalty: 13180.710938
Iteration 214Q: 23 clusters Score -1.573217e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147932 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122955 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 42266 members 
Mstep: Class 8 contains 5315 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 15960 members 
Mstep: Class 14 contains 64879 members 
Mstep: Class 15 contains 31765 members 
Mstep: Class 16 contains 9093 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11142 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2676 members 
Mstep: Class 21 contains 20478 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732155.000000 Penalty: 13180.710938
Iteration 215Q: 23 clusters Score -1.573216e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147932 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122961 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 42271 members 
Mstep: Class 8 contains 5316 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 15953 members 
Mstep: Class 14 contains 64875 members 
Mstep: Class 15 contains 31763 members 
Mstep: Class 16 contains 9095 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11139 members 
Mstep: Class 19 contains 1956 members 
Mstep: Class 20 contains 2674 members 
Mstep: Class 21 contains 20478 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732148.000000 Penalty: 13180.710938
Iteration 216Q: 23 clusters Score -1.573215e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147931 members 
Mstep: Class 2 contains 1176 members 
Mstep: Class 3 contains 5914 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122970 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 42280 members 
Mstep: Class 8 contains 5317 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 15941 members 
Mstep: Class 14 contains 64868 members 
Mstep: Class 15 contains 31762 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11138 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 2672 members 
Mstep: Class 21 contains 20478 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732161.000000 Penalty: 13180.710938
Iteration 217Q: 23 clusters Score -1.573216e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147931 members 
Mstep: Class 2 contains 1177 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122981 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 42286 members 
Mstep: Class 8 contains 5319 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11978 members 
Mstep: Class 13 contains 15932 members 
Mstep: Class 14 contains 64862 members 
Mstep: Class 15 contains 31762 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11134 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 21 contains 20480 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732162.000000 Penalty: 13180.710938
Iteration 218Q: 23 clusters Score -1.573216e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147932 members 
Mstep: Class 2 contains 1178 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122988 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 42294 members 
Mstep: Class 8 contains 5322 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11981 members 
Mstep: Class 13 contains 15921 members 
Mstep: Class 14 contains 64855 members 
Mstep: Class 15 contains 31761 members 
Mstep: Class 16 contains 9098 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11131 members 
Mstep: Class 19 contains 1952 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 21 contains 20479 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732176.000000 Penalty: 13180.710938
Iteration 219Q: 23 clusters Score -1.573218e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147930 members 
Mstep: Class 2 contains 1180 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122994 members 
Mstep: Class 6 contains 7596 members 
Mstep: Class 7 contains 42302 members 
Mstep: Class 8 contains 5327 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11981 members 
Mstep: Class 13 contains 15914 members 
Mstep: Class 14 contains 64849 members 
Mstep: Class 15 contains 31760 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11128 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 21 contains 20478 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732191.000000 Penalty: 13180.710938
Iteration 220F: 23 clusters Score -1.573219e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147927 members 
Mstep: Class 2 contains 1181 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122998 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 42308 members 
Mstep: Class 8 contains 5329 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 11983 members 
Mstep: Class 13 contains 15909 members 
Mstep: Class 14 contains 64843 members 
Mstep: Class 15 contains 31760 members 
Mstep: Class 16 contains 9096 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11127 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 21 contains 20477 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732199.000000 Penalty: 13180.710938
Iteration 221Q: 23 clusters Score -1.57322e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147924 members 
Mstep: Class 2 contains 1182 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122999 members 
Mstep: Class 6 contains 7599 members 
Mstep: Class 7 contains 42310 members 
Mstep: Class 8 contains 5332 members 
Mstep: Class 9 contains 4955 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 11986 members 
Mstep: Class 13 contains 15909 members 
Mstep: Class 14 contains 64839 members 
Mstep: Class 15 contains 31760 members 
Mstep: Class 16 contains 9096 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11124 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 20476 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732199.000000 Penalty: 13180.710938
Iteration 222Q: 23 clusters Score -1.57322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147923 members 
Mstep: Class 2 contains 1183 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122998 members 
Mstep: Class 6 contains 7599 members 
Mstep: Class 7 contains 42314 members 
Mstep: Class 8 contains 5328 members 
Mstep: Class 9 contains 4956 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 15910 members 
Mstep: Class 14 contains 64839 members 
Mstep: Class 15 contains 31760 members 
Mstep: Class 16 contains 9094 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 11123 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2669 members 
Mstep: Class 21 contains 20475 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732190.000000 Penalty: 13180.710938
Iteration 223Q: 23 clusters Score -1.573219e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147921 members 
Mstep: Class 2 contains 1184 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122998 members 
Mstep: Class 6 contains 7599 members 
Mstep: Class 7 contains 42321 members 
Mstep: Class 8 contains 5330 members 
Mstep: Class 9 contains 4957 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 11989 members 
Mstep: Class 13 contains 15908 members 
Mstep: Class 14 contains 64836 members 
Mstep: Class 15 contains 31758 members 
Mstep: Class 16 contains 9095 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 11122 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2667 members 
Mstep: Class 21 contains 20473 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732197.000000 Penalty: 13180.710938
Iteration 224Q: 23 clusters Score -1.57322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147921 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 122998 members 
Mstep: Class 6 contains 7599 members 
Mstep: Class 7 contains 42326 members 
Mstep: Class 8 contains 5333 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11991 members 
Mstep: Class 13 contains 15906 members 
Mstep: Class 14 contains 64832 members 
Mstep: Class 15 contains 31758 members 
Mstep: Class 16 contains 9094 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 11118 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732182.000000 Penalty: 13180.710938
Iteration 225Q: 23 clusters Score -1.573218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147921 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5913 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 123001 members 
Mstep: Class 6 contains 7599 members 
Mstep: Class 7 contains 42330 members 
Mstep: Class 8 contains 5332 members 
Mstep: Class 9 contains 4958 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11991 members 
Mstep: Class 13 contains 15904 members 
Mstep: Class 14 contains 64830 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9095 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 11116 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20472 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732171.000000 Penalty: 13180.710938
Iteration 226Q: 23 clusters Score -1.573217e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147923 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5914 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 123003 members 
Mstep: Class 6 contains 7598 members 
Mstep: Class 7 contains 42332 members 
Mstep: Class 8 contains 5330 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11991 members 
Mstep: Class 13 contains 15903 members 
Mstep: Class 14 contains 64826 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 11115 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732161.000000 Penalty: 13180.710938
Iteration 227Q: 23 clusters Score -1.573216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147923 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5914 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 123005 members 
Mstep: Class 6 contains 7598 members 
Mstep: Class 7 contains 42335 members 
Mstep: Class 8 contains 5330 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11991 members 
Mstep: Class 13 contains 15901 members 
Mstep: Class 14 contains 64825 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 11113 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732163.000000 Penalty: 13180.710938
Iteration 228Q: 23 clusters Score -1.573216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5914 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 123006 members 
Mstep: Class 6 contains 7598 members 
Mstep: Class 7 contains 42344 members 
Mstep: Class 8 contains 5328 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11991 members 
Mstep: Class 13 contains 15897 members 
Mstep: Class 14 contains 64825 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 11110 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732168.000000 Penalty: 13180.710938
Iteration 229Q: 23 clusters Score -1.573217e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5914 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 123007 members 
Mstep: Class 6 contains 7599 members 
Mstep: Class 7 contains 42352 members 
Mstep: Class 8 contains 5327 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 11991 members 
Mstep: Class 13 contains 15893 members 
Mstep: Class 14 contains 64824 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 11106 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732175.000000 Penalty: 13180.710938
Iteration 230Q: 23 clusters Score -1.573218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5914 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 123007 members 
Mstep: Class 6 contains 7599 members 
Mstep: Class 7 contains 42364 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6517 members 
Mstep: Class 12 contains 11991 members 
Mstep: Class 13 contains 15885 members 
Mstep: Class 14 contains 64823 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 11103 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732174.000000 Penalty: 13180.710938
Iteration 231Q: 23 clusters Score -1.573217e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 123004 members 
Mstep: Class 6 contains 7599 members 
Mstep: Class 7 contains 42381 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6519 members 
Mstep: Class 12 contains 11991 members 
Mstep: Class 13 contains 15877 members 
Mstep: Class 14 contains 64823 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 11097 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732177.000000 Penalty: 13180.710938
Iteration 232Q: 23 clusters Score -1.573218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5911 members 
Mstep: Class 4 contains 2166 members 
Mstep: Class 5 contains 123002 members 
Mstep: Class 6 contains 7598 members 
Mstep: Class 7 contains 42396 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6520 members 
Mstep: Class 12 contains 11991 members 
Mstep: Class 13 contains 15869 members 
Mstep: Class 14 contains 64822 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 11095 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732167.000000 Penalty: 13180.710938
Iteration 233Q: 23 clusters Score -1.573217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5911 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122997 members 
Mstep: Class 6 contains 7598 members 
Mstep: Class 7 contains 42409 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6520 members 
Mstep: Class 12 contains 11991 members 
Mstep: Class 13 contains 15865 members 
Mstep: Class 14 contains 64822 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9097 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 11092 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732160.000000 Penalty: 13180.710938
Iteration 234Q: 23 clusters Score -1.573216e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5911 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122994 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 42419 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6519 members 
Mstep: Class 12 contains 11992 members 
Mstep: Class 13 contains 15861 members 
Mstep: Class 14 contains 64821 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9098 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 11090 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732171.000000 Penalty: 13180.710938
Iteration 235Q: 23 clusters Score -1.573217e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5911 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122985 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 42437 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6519 members 
Mstep: Class 12 contains 11993 members 
Mstep: Class 13 contains 15852 members 
Mstep: Class 14 contains 64820 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9098 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 11090 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732178.000000 Penalty: 13180.710938
Iteration 236Q: 23 clusters Score -1.573218e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5911 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122985 members 
Mstep: Class 6 contains 7597 members 
Mstep: Class 7 contains 42451 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6519 members 
Mstep: Class 12 contains 11992 members 
Mstep: Class 13 contains 15846 members 
Mstep: Class 14 contains 64817 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9099 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 11085 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732170.000000 Penalty: 13180.710938
Iteration 237Q: 23 clusters Score -1.573217e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5911 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122983 members 
Mstep: Class 6 contains 7598 members 
Mstep: Class 7 contains 42470 members 
Mstep: Class 8 contains 5326 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11993 members 
Mstep: Class 13 contains 15836 members 
Mstep: Class 14 contains 64815 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9099 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11080 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732163.000000 Penalty: 13180.710938
Iteration 238Q: 23 clusters Score -1.573216e+07 nChanged 26
Entering ConstructFrom: 
Score: -15732163.000000 Penalty: 13180.710938
Entering ConstructFrom: 
Trying to split cluster 1 (147922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147922 members 
Entering Unmasked Estep 
Score: -4913805.000000 Penalty: 541.652039
	Iteration 0F: 2 clusters Score -4913805 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 73925 members 
Entering Unmasked Estep 
Score: -4813729.000000 Penalty: 1083.304077
	Iteration 0F: 3 clusters Score -4813729 nChanged 72605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79948 members 
Mstep: Class 2 contains 67974 members 
Entering Unmasked Estep 
Score: -4860047.500000 Penalty: 1083.304077
	Iteration 1F: 3 clusters Score -4860048 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84758 members 
Mstep: Class 2 contains 63164 members 
Entering Unmasked Estep 
Score: -4864342.500000 Penalty: 1083.304077
	Iteration 2F: 3 clusters Score -4864342 nChanged 10411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91321 members 
Mstep: Class 2 contains 56601 members 
Entering Unmasked Estep 
Score: -4870257.500000 Penalty: 1083.304077
	Iteration 3F: 3 clusters Score -4870258 nChanged 10780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98717 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -4876828.000000 Penalty: 1083.304077
	Iteration 4F: 3 clusters Score -4876828 nChanged 9820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106169 members 
Mstep: Class 2 contains 41753 members 
Entering Unmasked Estep 
Score: -4883373.000000 Penalty: 1083.304077
	Iteration 5F: 3 clusters Score -4883373 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113067 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -4890271.500000 Penalty: 1083.304077
	Iteration 6F: 3 clusters Score -4890272 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -4896601.000000 Penalty: 1083.304077
	Iteration 7Q: 3 clusters Score -4896601 nChanged 4877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123226 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -4901045.500000 Penalty: 1083.304077
	Iteration 8Q: 3 clusters Score -4901046 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126392 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -4903589.000000 Penalty: 1083.304077
	Iteration 9Q: 3 clusters Score -4903589 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129060 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -4905158.500000 Penalty: 1083.304077
	Iteration 10Q: 3 clusters Score -4905158 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131282 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -4906269.000000 Penalty: 1083.304077
	Iteration 11Q: 3 clusters Score -4906269 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133280 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -4907198.500000 Penalty: 1083.304077
	Iteration 12Q: 3 clusters Score -4907198 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135029 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -4908005.000000 Penalty: 1083.304077
	Iteration 13Q: 3 clusters Score -4908005 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136641 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -4908808.500000 Penalty: 1083.304077
	Iteration 14Q: 3 clusters Score -4908808 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138067 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -4909493.000000 Penalty: 1083.304077
	Iteration 15Q: 3 clusters Score -4909493 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139311 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -4910094.500000 Penalty: 1083.304077
	Iteration 16Q: 3 clusters Score -4910094 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140421 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -4910592.500000 Penalty: 1083.304077
	Iteration 17Q: 3 clusters Score -4910592 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141367 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -4911027.500000 Penalty: 1083.304077
	Iteration 18Q: 3 clusters Score -4911028 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142180 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -4911357.500000 Penalty: 1083.304077
	Iteration 19Q: 3 clusters Score -4911358 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142858 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -4911636.000000 Penalty: 1083.304077
	Iteration 20F: 3 clusters Score -4911636 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143475 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -4911903.000000 Penalty: 1083.304077
	Iteration 21Q: 3 clusters Score -4911903 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144005 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -4912119.000000 Penalty: 1083.304077
	Iteration 22Q: 3 clusters Score -4912119 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144474 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -4912324.000000 Penalty: 1083.304077
	Iteration 23Q: 3 clusters Score -4912324 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144883 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -4912475.000000 Penalty: 1083.304077
	Iteration 24Q: 3 clusters Score -4912475 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145251 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -4912608.000000 Penalty: 1083.304077
	Iteration 25Q: 3 clusters Score -4912608 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145587 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -4912762.500000 Penalty: 1083.304077
	Iteration 26Q: 3 clusters Score -4912762 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145877 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -4912872.500000 Penalty: 1083.304077
	Iteration 27Q: 3 clusters Score -4912872 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146108 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -4912958.000000 Penalty: 1083.304077
	Iteration 28Q: 3 clusters Score -4912958 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146288 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4913025.500000 Penalty: 1083.304077
	Iteration 29Q: 3 clusters Score -4913026 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146456 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -4913073.000000 Penalty: 1083.304077
	Iteration 30Q: 3 clusters Score -4913073 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146610 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4913116.000000 Penalty: 1083.304077
	Iteration 31Q: 3 clusters Score -4913116 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146735 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -4913148.500000 Penalty: 1083.304077
	Iteration 32Q: 3 clusters Score -4913148 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146854 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -4913216.500000 Penalty: 1083.304077
	Iteration 33Q: 3 clusters Score -4913216 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146940 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -4913240.000000 Penalty: 1083.304077
	Iteration 34Q: 3 clusters Score -4913240 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147025 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4913263.000000 Penalty: 1083.304077
	Iteration 35Q: 3 clusters Score -4913263 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147082 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4913285.500000 Penalty: 1083.304077
	Iteration 36Q: 3 clusters Score -4913286 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147135 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4913310.000000 Penalty: 1083.304077
	Iteration 37Q: 3 clusters Score -4913310 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147182 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4913332.000000 Penalty: 1083.304077
	Iteration 38Q: 3 clusters Score -4913332 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147216 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4913336.000000 Penalty: 1083.304077
	Iteration 39Q: 3 clusters Score -4913336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147246 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -4913355.500000 Penalty: 1083.304077
	Iteration 40F: 3 clusters Score -4913356 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147274 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4913375.500000 Penalty: 1083.304077
	Iteration 41Q: 3 clusters Score -4913376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147290 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -4913389.500000 Penalty: 1083.304077
	Iteration 42Q: 3 clusters Score -4913390 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147308 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -4913388.500000 Penalty: 1083.304077
	Iteration 43Q: 3 clusters Score -4913388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147320 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4913394.000000 Penalty: 1083.304077
	Iteration 44Q: 3 clusters Score -4913394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147343 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4913394.000000 Penalty: 1083.304077
	Iteration 45Q: 3 clusters Score -4913394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147355 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -4913393.000000 Penalty: 1083.304077
	Iteration 46Q: 3 clusters Score -4913393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147367 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4913395.000000 Penalty: 1083.304077
	Iteration 47Q: 3 clusters Score -4913395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147377 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4913396.000000 Penalty: 1083.304077
	Iteration 48Q: 3 clusters Score -4913396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147385 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4913394.000000 Penalty: 1083.304077
	Iteration 49Q: 3 clusters Score -4913394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147391 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -4913394.000000 Penalty: 1083.304077
	Iteration 50Q: 3 clusters Score -4913394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147397 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -4913392.500000 Penalty: 1083.304077
	Iteration 51Q: 3 clusters Score -4913392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147406 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -4913386.000000 Penalty: 1083.304077
	Iteration 52Q: 3 clusters Score -4913386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147410 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4913388.000000 Penalty: 1083.304077
	Iteration 53Q: 3 clusters Score -4913388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147417 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -4913386.500000 Penalty: 1083.304077
	Iteration 54Q: 3 clusters Score -4913386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147419 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4913387.500000 Penalty: 1083.304077
	Iteration 55Q: 3 clusters Score -4913388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147422 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -4913390.000000 Penalty: 1083.304077
	Iteration 56Q: 3 clusters Score -4913390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147428 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4913388.500000 Penalty: 1083.304077
	Iteration 57Q: 3 clusters Score -4913388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147431 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4913385.000000 Penalty: 1083.304077
	Iteration 58Q: 3 clusters Score -4913385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147434 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -4913386.500000 Penalty: 1083.304077
	Iteration 59Q: 3 clusters Score -4913386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147437 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -4913390.500000 Penalty: 1083.304077
	Iteration 60F: 3 clusters Score -4913390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147439 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -4913389.500000 Penalty: 1083.304077
	Iteration 61Q: 3 clusters Score -4913390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147440 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4913390.000000 Penalty: 1083.304077
	Iteration 62Q: 3 clusters Score -4913390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147440 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4913390.000000 Penalty: 1083.304077
	Iteration 63F: 3 clusters Score -4913390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -37937.589844 Penalty: 322.026154
	Iteration 0F: 2 clusters Score -37937.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -37007.855469 Penalty: 644.052307
	Iteration 0F: 3 clusters Score -37007.86 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -37297.160156 Penalty: 644.052307
	Iteration 1F: 3 clusters Score -37297.16 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -37387.906250 Penalty: 644.052307
	Iteration 2F: 3 clusters Score -37387.91 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -37464.429688 Penalty: 644.052307
	Iteration 3F: 3 clusters Score -37464.43 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -37514.207031 Penalty: 644.052307
	Iteration 4F: 3 clusters Score -37514.21 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -37548.855469 Penalty: 644.052307
	Iteration 5Q: 3 clusters Score -37548.86 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -37583.859375 Penalty: 644.052307
	Iteration 6Q: 3 clusters Score -37583.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -37603.390625 Penalty: 644.052307
	Iteration 7Q: 3 clusters Score -37603.39 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -37615.242188 Penalty: 644.052307
	Iteration 8Q: 3 clusters Score -37615.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -37626.289062 Penalty: 644.052307
	Iteration 9Q: 3 clusters Score -37626.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -37637.816406 Penalty: 644.052307
	Iteration 10Q: 3 clusters Score -37637.82 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -37648.132812 Penalty: 644.052307
	Iteration 11Q: 3 clusters Score -37648.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -37655.480469 Penalty: 644.052307
	Iteration 12Q: 3 clusters Score -37655.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -37664.753906 Penalty: 644.052307
	Iteration 13Q: 3 clusters Score -37664.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -37670.042969 Penalty: 644.052307
	Iteration 14Q: 3 clusters Score -37670.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -37673.730469 Penalty: 644.052307
	Iteration 15Q: 3 clusters Score -37673.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -37676.054688 Penalty: 644.052307
	Iteration 16Q: 3 clusters Score -37676.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -37678.300781 Penalty: 644.052307
	Iteration 17Q: 3 clusters Score -37678.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -37681.691406 Penalty: 644.052307
	Iteration 18Q: 3 clusters Score -37681.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -37683.609375 Penalty: 644.052307
	Iteration 19Q: 3 clusters Score -37683.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -37684.976562 Penalty: 644.052307
	Iteration 20F: 3 clusters Score -37684.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37685.003906 Penalty: 644.052307
	Iteration 21Q: 3 clusters Score -37685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -37685.003906 Penalty: 644.052307
	Iteration 22F: 3 clusters Score -37685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Entering Unmasked Estep 
Score: -176133.078125 Penalty: 395.147949
	Iteration 0F: 2 clusters Score -176133.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -172206.359375 Penalty: 790.295898
	Iteration 0F: 3 clusters Score -172206.4 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -173950.687500 Penalty: 790.295898
	Iteration 1F: 3 clusters Score -173950.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -174282.406250 Penalty: 790.295898
	Iteration 2F: 3 clusters Score -174282.4 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -174557.906250 Penalty: 790.295898
	Iteration 3F: 3 clusters Score -174557.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -174777.843750 Penalty: 790.295898
	Iteration 4F: 3 clusters Score -174777.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -174920.515625 Penalty: 790.295898
	Iteration 5Q: 3 clusters Score -174920.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -175033.593750 Penalty: 790.295898
	Iteration 6Q: 3 clusters Score -175033.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -175124.156250 Penalty: 790.295898
	Iteration 7Q: 3 clusters Score -175124.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -175177.812500 Penalty: 790.295898
	Iteration 8Q: 3 clusters Score -175177.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -175217.562500 Penalty: 790.295898
	Iteration 9Q: 3 clusters Score -175217.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -175264.515625 Penalty: 790.295898
	Iteration 10Q: 3 clusters Score -175264.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -175294.062500 Penalty: 790.295898
	Iteration 11Q: 3 clusters Score -175294.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -175316.968750 Penalty: 790.295898
	Iteration 12Q: 3 clusters Score -175317 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -175343.250000 Penalty: 790.295898
	Iteration 13Q: 3 clusters Score -175343.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -175367.656250 Penalty: 790.295898
	Iteration 14Q: 3 clusters Score -175367.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -175393.140625 Penalty: 790.295898
	Iteration 15Q: 3 clusters Score -175393.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -175413.968750 Penalty: 790.295898
	Iteration 16Q: 3 clusters Score -175414 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -175432.218750 Penalty: 790.295898
	Iteration 17Q: 3 clusters Score -175432.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -175450.656250 Penalty: 790.295898
	Iteration 18Q: 3 clusters Score -175450.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -175476.546875 Penalty: 790.295898
	Iteration 19Q: 3 clusters Score -175476.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -175497.515625 Penalty: 790.295898
	Iteration 20F: 3 clusters Score -175497.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -175513.531250 Penalty: 790.295898
	Iteration 21Q: 3 clusters Score -175513.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -175529.921875 Penalty: 790.295898
	Iteration 22Q: 3 clusters Score -175529.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -175543.187500 Penalty: 790.295898
	Iteration 23Q: 3 clusters Score -175543.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -175553.812500 Penalty: 790.295898
	Iteration 24Q: 3 clusters Score -175553.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -175564.390625 Penalty: 790.295898
	Iteration 25Q: 3 clusters Score -175564.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -175574.468750 Penalty: 790.295898
	Iteration 26Q: 3 clusters Score -175574.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -175581.890625 Penalty: 790.295898
	Iteration 27Q: 3 clusters Score -175581.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -175592.515625 Penalty: 790.295898
	Iteration 28Q: 3 clusters Score -175592.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -175597.625000 Penalty: 790.295898
	Iteration 29Q: 3 clusters Score -175597.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -175601.140625 Penalty: 790.295898
	Iteration 30Q: 3 clusters Score -175601.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -175607.203125 Penalty: 790.295898
	Iteration 31Q: 3 clusters Score -175607.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -175610.843750 Penalty: 790.295898
	Iteration 32Q: 3 clusters Score -175610.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -175615.968750 Penalty: 790.295898
	Iteration 33Q: 3 clusters Score -175616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -175621.718750 Penalty: 790.295898
	Iteration 34Q: 3 clusters Score -175621.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -175628.968750 Penalty: 790.295898
	Iteration 35Q: 3 clusters Score -175629 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -175636.656250 Penalty: 790.295898
	Iteration 36Q: 3 clusters Score -175636.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -175645.968750 Penalty: 790.295898
	Iteration 37Q: 3 clusters Score -175646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -175655.953125 Penalty: 790.295898
	Iteration 38Q: 3 clusters Score -175656 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -175671.640625 Penalty: 790.295898
	Iteration 39Q: 3 clusters Score -175671.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -175692.781250 Penalty: 790.295898
	Iteration 40F: 3 clusters Score -175692.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -175716.656250 Penalty: 790.295898
	Iteration 41Q: 3 clusters Score -175716.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -175746.703125 Penalty: 790.295898
	Iteration 42Q: 3 clusters Score -175746.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -175764.734375 Penalty: 790.295898
	Iteration 43Q: 3 clusters Score -175764.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -175781.796875 Penalty: 790.295898
	Iteration 44Q: 3 clusters Score -175781.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -175793.703125 Penalty: 790.295898
	Iteration 45Q: 3 clusters Score -175793.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -175802.015625 Penalty: 790.295898
	Iteration 46Q: 3 clusters Score -175802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -175808.671875 Penalty: 790.295898
	Iteration 47Q: 3 clusters Score -175808.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -175814.500000 Penalty: 790.295898
	Iteration 48Q: 3 clusters Score -175814.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -175817.796875 Penalty: 790.295898
	Iteration 49Q: 3 clusters Score -175817.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -175819.171875 Penalty: 790.295898
	Iteration 50Q: 3 clusters Score -175819.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -175820.656250 Penalty: 790.295898
	Iteration 51Q: 3 clusters Score -175820.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -175822.156250 Penalty: 790.295898
	Iteration 52Q: 3 clusters Score -175822.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -175823.375000 Penalty: 790.295898
	Iteration 53Q: 3 clusters Score -175823.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -175823.656250 Penalty: 790.295898
	Iteration 54Q: 3 clusters Score -175823.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -175824.734375 Penalty: 790.295898
	Iteration 55Q: 3 clusters Score -175824.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -175826.062500 Penalty: 790.295898
	Iteration 56Q: 3 clusters Score -175826.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -175827.343750 Penalty: 790.295898
	Iteration 57Q: 3 clusters Score -175827.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -175827.875000 Penalty: 790.295898
	Iteration 58Q: 3 clusters Score -175827.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -175828.515625 Penalty: 790.295898
	Iteration 59Q: 3 clusters Score -175828.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -175829.500000 Penalty: 790.295898
	Iteration 60F: 3 clusters Score -175829.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -175829.609375 Penalty: 790.295898
	Iteration 61Q: 3 clusters Score -175829.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -175829.609375 Penalty: 790.295898
	Iteration 62F: 3 clusters Score -175829.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -68580.070312 Penalty: 349.447998
	Iteration 0F: 2 clusters Score -68580.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -67048.921875 Penalty: 698.895996
	Iteration 0F: 3 clusters Score -67048.92 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -67635.945312 Penalty: 698.895996
	Iteration 1F: 3 clusters Score -67635.95 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -67736.820312 Penalty: 698.895996
	Iteration 2F: 3 clusters Score -67736.82 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -67819.617188 Penalty: 698.895996
	Iteration 3F: 3 clusters Score -67819.62 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -67892.000000 Penalty: 698.895996
	Iteration 4Q: 3 clusters Score -67892 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -67948.312500 Penalty: 698.895996
	Iteration 5Q: 3 clusters Score -67948.31 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -67988.296875 Penalty: 698.895996
	Iteration 6Q: 3 clusters Score -67988.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -68012.742188 Penalty: 698.895996
	Iteration 7Q: 3 clusters Score -68012.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -68027.664062 Penalty: 698.895996
	Iteration 8Q: 3 clusters Score -68027.66 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -68038.046875 Penalty: 698.895996
	Iteration 9Q: 3 clusters Score -68038.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -68043.820312 Penalty: 698.895996
	Iteration 10Q: 3 clusters Score -68043.82 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -68048.585938 Penalty: 698.895996
	Iteration 11Q: 3 clusters Score -68048.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -68050.835938 Penalty: 698.895996
	Iteration 12Q: 3 clusters Score -68050.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -68052.789062 Penalty: 698.895996
	Iteration 13Q: 3 clusters Score -68052.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -68055.359375 Penalty: 698.895996
	Iteration 14Q: 3 clusters Score -68055.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -68056.953125 Penalty: 698.895996
	Iteration 15Q: 3 clusters Score -68056.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -68058.726562 Penalty: 698.895996
	Iteration 16Q: 3 clusters Score -68058.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -68059.390625 Penalty: 698.895996
	Iteration 17Q: 3 clusters Score -68059.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -68060.453125 Penalty: 698.895996
	Iteration 18Q: 3 clusters Score -68060.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -68061.500000 Penalty: 698.895996
	Iteration 19Q: 3 clusters Score -68061.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -68062.273438 Penalty: 698.895996
	Iteration 20F: 3 clusters Score -68062.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -68063.390625 Penalty: 698.895996
	Iteration 21Q: 3 clusters Score -68063.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -68064.179688 Penalty: 698.895996
	Iteration 22Q: 3 clusters Score -68064.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -68064.648438 Penalty: 698.895996
	Iteration 23Q: 3 clusters Score -68064.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -68065.335938 Penalty: 698.895996
	Iteration 24Q: 3 clusters Score -68065.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -68066.171875 Penalty: 698.895996
	Iteration 25Q: 3 clusters Score -68066.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -68067.085938 Penalty: 698.895996
	Iteration 26Q: 3 clusters Score -68067.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -68068.648438 Penalty: 698.895996
	Iteration 27Q: 3 clusters Score -68068.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -68069.757812 Penalty: 698.895996
	Iteration 28Q: 3 clusters Score -68069.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -68070.312500 Penalty: 698.895996
	Iteration 29Q: 3 clusters Score -68070.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -68070.843750 Penalty: 698.895996
	Iteration 30Q: 3 clusters Score -68070.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -68070.921875 Penalty: 698.895996
	Iteration 31Q: 3 clusters Score -68070.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -68070.921875 Penalty: 698.895996
	Iteration 32F: 3 clusters Score -68070.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122984 members 
Entering Unmasked Estep 
Score: -4040557.500000 Penalty: 533.251343
	Iteration 0F: 2 clusters Score -4040558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61609 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -3957225.000000 Penalty: 1066.502686
	Iteration 0F: 3 clusters Score -3957225 nChanged 60342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 60371 members 
Entering Unmasked Estep 
Score: -3993250.750000 Penalty: 1066.502686
	Iteration 1F: 3 clusters Score -3993251 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63078 members 
Mstep: Class 2 contains 59906 members 
Entering Unmasked Estep 
Score: -3995220.500000 Penalty: 1066.502686
	Iteration 2Q: 3 clusters Score -3995220 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63945 members 
Mstep: Class 2 contains 59039 members 
Entering Unmasked Estep 
Score: -3997797.750000 Penalty: 1066.502686
	Iteration 3Q: 3 clusters Score -3997798 nChanged 6471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65468 members 
Mstep: Class 2 contains 57516 members 
Entering Unmasked Estep 
Score: -4001038.500000 Penalty: 1066.502686
	Iteration 4F: 3 clusters Score -4001038 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67675 members 
Mstep: Class 2 contains 55309 members 
Entering Unmasked Estep 
Score: -4004647.250000 Penalty: 1066.502686
	Iteration 5F: 3 clusters Score -4004647 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 52431 members 
Entering Unmasked Estep 
Score: -4008385.000000 Penalty: 1066.502686
	Iteration 6F: 3 clusters Score -4008385 nChanged 6759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74068 members 
Mstep: Class 2 contains 48916 members 
Entering Unmasked Estep 
Score: -4012130.000000 Penalty: 1066.502686
	Iteration 7F: 3 clusters Score -4012130 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78011 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -4016024.750000 Penalty: 1066.502686
	Iteration 8F: 3 clusters Score -4016025 nChanged 5987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82142 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -4019687.500000 Penalty: 1066.502686
	Iteration 9Q: 3 clusters Score -4019688 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85953 members 
Mstep: Class 2 contains 37031 members 
Entering Unmasked Estep 
Score: -4022398.000000 Penalty: 1066.502686
	Iteration 10Q: 3 clusters Score -4022398 nChanged 4276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89475 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -4024339.750000 Penalty: 1066.502686
	Iteration 11Q: 3 clusters Score -4024340 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92739 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -4025925.750000 Penalty: 1066.502686
	Iteration 12Q: 3 clusters Score -4025926 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95887 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -4027413.750000 Penalty: 1066.502686
	Iteration 13Q: 3 clusters Score -4027414 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98993 members 
Mstep: Class 2 contains 23991 members 
Entering Unmasked Estep 
Score: -4028932.250000 Penalty: 1066.502686
	Iteration 14Q: 3 clusters Score -4028932 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101930 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -4030353.750000 Penalty: 1066.502686
	Iteration 15Q: 3 clusters Score -4030354 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104717 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -4031747.750000 Penalty: 1066.502686
	Iteration 16Q: 3 clusters Score -4031748 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107310 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -4033097.500000 Penalty: 1066.502686
	Iteration 17Q: 3 clusters Score -4033098 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109720 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -4034430.250000 Penalty: 1066.502686
	Iteration 18Q: 3 clusters Score -4034430 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111899 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -4035686.500000 Penalty: 1066.502686
	Iteration 19Q: 3 clusters Score -4035686 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113820 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -4036797.250000 Penalty: 1066.502686
	Iteration 20F: 3 clusters Score -4036797 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115356 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -4037605.250000 Penalty: 1066.502686
	Iteration 21Q: 3 clusters Score -4037605 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116565 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -4038248.000000 Penalty: 1066.502686
	Iteration 22Q: 3 clusters Score -4038248 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117546 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -4038718.250000 Penalty: 1066.502686
	Iteration 23Q: 3 clusters Score -4038718 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118364 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -4039109.250000 Penalty: 1066.502686
	Iteration 24Q: 3 clusters Score -4039109 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119015 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -4039398.500000 Penalty: 1066.502686
	Iteration 25Q: 3 clusters Score -4039398 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119538 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -4039596.250000 Penalty: 1066.502686
	Iteration 26Q: 3 clusters Score -4039596 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119977 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -4039755.000000 Penalty: 1066.502686
	Iteration 27Q: 3 clusters Score -4039755 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120305 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -4039874.500000 Penalty: 1066.502686
	Iteration 28Q: 3 clusters Score -4039874 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120584 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4039983.000000 Penalty: 1066.502686
	Iteration 29Q: 3 clusters Score -4039983 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120836 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -4040079.250000 Penalty: 1066.502686
	Iteration 30Q: 3 clusters Score -4040079 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121047 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4040152.750000 Penalty: 1066.502686
	Iteration 31Q: 3 clusters Score -4040153 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121221 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4040215.250000 Penalty: 1066.502686
	Iteration 32Q: 3 clusters Score -4040215 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121367 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -4040257.750000 Penalty: 1066.502686
	Iteration 33Q: 3 clusters Score -4040258 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121481 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -4040287.500000 Penalty: 1066.502686
	Iteration 34Q: 3 clusters Score -4040288 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121565 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -4040313.750000 Penalty: 1066.502686
	Iteration 35Q: 3 clusters Score -4040314 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121641 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -4040330.750000 Penalty: 1066.502686
	Iteration 36Q: 3 clusters Score -4040331 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121692 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4040336.000000 Penalty: 1066.502686
	Iteration 37Q: 3 clusters Score -4040336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121724 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -4040337.750000 Penalty: 1066.502686
	Iteration 38Q: 3 clusters Score -4040338 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121747 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -4040342.500000 Penalty: 1066.502686
	Iteration 39Q: 3 clusters Score -4040342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121771 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -4040344.750000 Penalty: 1066.502686
	Iteration 40F: 3 clusters Score -4040345 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121793 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -4040350.750000 Penalty: 1066.502686
	Iteration 41Q: 3 clusters Score -4040351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121808 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -4040347.000000 Penalty: 1066.502686
	Iteration 42Q: 3 clusters Score -4040347 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121821 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -4040348.500000 Penalty: 1066.502686
	Iteration 43Q: 3 clusters Score -4040348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121836 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4040350.750000 Penalty: 1066.502686
	Iteration 44Q: 3 clusters Score -4040351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121849 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -4040358.000000 Penalty: 1066.502686
	Iteration 45Q: 3 clusters Score -4040358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121861 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -4040354.500000 Penalty: 1066.502686
	Iteration 46Q: 3 clusters Score -4040354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121868 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -4040355.500000 Penalty: 1066.502686
	Iteration 47Q: 3 clusters Score -4040356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121876 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4040355.000000 Penalty: 1066.502686
	Iteration 48Q: 3 clusters Score -4040355 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121885 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4040354.750000 Penalty: 1066.502686
	Iteration 49Q: 3 clusters Score -4040355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121893 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4040354.750000 Penalty: 1066.502686
	Iteration 50Q: 3 clusters Score -4040355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121897 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4040360.250000 Penalty: 1066.502686
	Iteration 51Q: 3 clusters Score -4040360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121899 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -4040361.250000 Penalty: 1066.502686
	Iteration 52Q: 3 clusters Score -4040361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121901 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4040360.750000 Penalty: 1066.502686
	Iteration 53Q: 3 clusters Score -4040361 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121905 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4040359.750000 Penalty: 1066.502686
	Iteration 54Q: 3 clusters Score -4040360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121907 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4040356.000000 Penalty: 1066.502686
	Iteration 55Q: 3 clusters Score -4040356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121907 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -4040356.000000 Penalty: 1066.502686
	Iteration 56F: 3 clusters Score -4040356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Entering Unmasked Estep 
Score: -234577.812500 Penalty: 406.577637
	Iteration 0F: 2 clusters Score -234577.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -229448.453125 Penalty: 813.155273
	Iteration 0F: 3 clusters Score -229448.5 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -231496.156250 Penalty: 813.155273
	Iteration 1F: 3 clusters Score -231496.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -231752.796875 Penalty: 813.155273
	Iteration 2F: 3 clusters Score -231752.8 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -232037.437500 Penalty: 813.155273
	Iteration 3F: 3 clusters Score -232037.4 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -232326.703125 Penalty: 813.155273
	Iteration 4F: 3 clusters Score -232326.7 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -232616.828125 Penalty: 813.155273
	Iteration 5F: 3 clusters Score -232616.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -232968.953125 Penalty: 813.155273
	Iteration 6F: 3 clusters Score -232969 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -233303.312500 Penalty: 813.155273
	Iteration 7F: 3 clusters Score -233303.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -233569.390625 Penalty: 813.155273
	Iteration 8Q: 3 clusters Score -233569.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -233786.343750 Penalty: 813.155273
	Iteration 9Q: 3 clusters Score -233786.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -233960.718750 Penalty: 813.155273
	Iteration 10Q: 3 clusters Score -233960.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -234088.437500 Penalty: 813.155273
	Iteration 11Q: 3 clusters Score -234088.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -234154.234375 Penalty: 813.155273
	Iteration 12Q: 3 clusters Score -234154.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -234197.781250 Penalty: 813.155273
	Iteration 13Q: 3 clusters Score -234197.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -234211.453125 Penalty: 813.155273
	Iteration 14Q: 3 clusters Score -234211.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -234228.453125 Penalty: 813.155273
	Iteration 15Q: 3 clusters Score -234228.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -234235.078125 Penalty: 813.155273
	Iteration 16Q: 3 clusters Score -234235.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -234242.500000 Penalty: 813.155273
	Iteration 17Q: 3 clusters Score -234242.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -234247.390625 Penalty: 813.155273
	Iteration 18Q: 3 clusters Score -234247.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -234247.875000 Penalty: 813.155273
	Iteration 19Q: 3 clusters Score -234247.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -234249.343750 Penalty: 813.155273
	Iteration 20F: 3 clusters Score -234249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -234249.843750 Penalty: 813.155273
	Iteration 21Q: 3 clusters Score -234249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -234250.250000 Penalty: 813.155273
	Iteration 22Q: 3 clusters Score -234250.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -234251.000000 Penalty: 813.155273
	Iteration 23Q: 3 clusters Score -234251 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -234251.000000 Penalty: 813.155273
	Iteration 24F: 3 clusters Score -234251 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Entering Unmasked Estep 
Score: -1322360.500000 Penalty: 484.884979
	Iteration 0F: 2 clusters Score -1322360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -1293704.250000 Penalty: 969.769958
	Iteration 0F: 3 clusters Score -1293704 nChanged 20668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -1306429.125000 Penalty: 969.769958
	Iteration 1F: 3 clusters Score -1306429 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1308019.875000 Penalty: 969.769958
	Iteration 2F: 3 clusters Score -1308020 nChanged 3553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29382 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -1310798.625000 Penalty: 969.769958
	Iteration 3F: 3 clusters Score -1310799 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1314396.625000 Penalty: 969.769958
	Iteration 4F: 3 clusters Score -1314397 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35837 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1317641.125000 Penalty: 969.769958
	Iteration 5F: 3 clusters Score -1317641 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37658 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1319776.875000 Penalty: 969.769958
	Iteration 6Q: 3 clusters Score -1319777 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38500 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1320920.750000 Penalty: 969.769958
	Iteration 7Q: 3 clusters Score -1320921 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1321396.750000 Penalty: 969.769958
	Iteration 8Q: 3 clusters Score -1321397 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39140 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1321590.875000 Penalty: 969.769958
	Iteration 9Q: 3 clusters Score -1321591 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1321683.375000 Penalty: 969.769958
	Iteration 10Q: 3 clusters Score -1321683 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39538 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1321732.875000 Penalty: 969.769958
	Iteration 11Q: 3 clusters Score -1321733 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1321780.375000 Penalty: 969.769958
	Iteration 12Q: 3 clusters Score -1321780 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1321807.375000 Penalty: 969.769958
	Iteration 13Q: 3 clusters Score -1321807 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39965 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1321832.750000 Penalty: 969.769958
	Iteration 14Q: 3 clusters Score -1321833 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40085 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1321856.000000 Penalty: 969.769958
	Iteration 15Q: 3 clusters Score -1321856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1321881.125000 Penalty: 969.769958
	Iteration 16Q: 3 clusters Score -1321881 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1321908.000000 Penalty: 969.769958
	Iteration 17Q: 3 clusters Score -1321908 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1321932.000000 Penalty: 969.769958
	Iteration 18Q: 3 clusters Score -1321932 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40506 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1321952.000000 Penalty: 969.769958
	Iteration 19Q: 3 clusters Score -1321952 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40598 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1321979.250000 Penalty: 969.769958
	Iteration 20F: 3 clusters Score -1321979 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1322000.625000 Penalty: 969.769958
	Iteration 21Q: 3 clusters Score -1322001 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1322027.875000 Penalty: 969.769958
	Iteration 22Q: 3 clusters Score -1322028 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -1322055.875000 Penalty: 969.769958
	Iteration 23Q: 3 clusters Score -1322056 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1322076.750000 Penalty: 969.769958
	Iteration 24Q: 3 clusters Score -1322077 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1322096.000000 Penalty: 969.769958
	Iteration 25Q: 3 clusters Score -1322096 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1322111.625000 Penalty: 969.769958
	Iteration 26Q: 3 clusters Score -1322112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1322121.875000 Penalty: 969.769958
	Iteration 27Q: 3 clusters Score -1322122 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1322135.625000 Penalty: 969.769958
	Iteration 28Q: 3 clusters Score -1322136 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41299 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1322147.500000 Penalty: 969.769958
	Iteration 29Q: 3 clusters Score -1322148 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41351 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1322154.375000 Penalty: 969.769958
	Iteration 30Q: 3 clusters Score -1322154 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1322166.250000 Penalty: 969.769958
	Iteration 31Q: 3 clusters Score -1322166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41421 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1322173.000000 Penalty: 969.769958
	Iteration 32Q: 3 clusters Score -1322173 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41451 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1322181.750000 Penalty: 969.769958
	Iteration 33Q: 3 clusters Score -1322182 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1322194.625000 Penalty: 969.769958
	Iteration 34Q: 3 clusters Score -1322195 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1322201.750000 Penalty: 969.769958
	Iteration 35Q: 3 clusters Score -1322202 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41564 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1322209.000000 Penalty: 969.769958
	Iteration 36Q: 3 clusters Score -1322209 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1322215.250000 Penalty: 969.769958
	Iteration 37Q: 3 clusters Score -1322215 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1322219.500000 Penalty: 969.769958
	Iteration 38Q: 3 clusters Score -1322220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1322221.750000 Penalty: 969.769958
	Iteration 39Q: 3 clusters Score -1322222 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1322224.000000 Penalty: 969.769958
	Iteration 40F: 3 clusters Score -1322224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1322225.375000 Penalty: 969.769958
	Iteration 41Q: 3 clusters Score -1322225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1322228.875000 Penalty: 969.769958
	Iteration 42Q: 3 clusters Score -1322229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41652 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1322231.875000 Penalty: 969.769958
	Iteration 43Q: 3 clusters Score -1322232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1322232.500000 Penalty: 969.769958
	Iteration 44Q: 3 clusters Score -1322232 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1322234.500000 Penalty: 969.769958
	Iteration 45Q: 3 clusters Score -1322234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41666 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1322233.625000 Penalty: 969.769958
	Iteration 46Q: 3 clusters Score -1322234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41671 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1322235.250000 Penalty: 969.769958
	Iteration 47Q: 3 clusters Score -1322235 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1322234.875000 Penalty: 969.769958
	Iteration 48Q: 3 clusters Score -1322235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1322235.000000 Penalty: 969.769958
	Iteration 49Q: 3 clusters Score -1322235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41686 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1322236.500000 Penalty: 969.769958
	Iteration 50Q: 3 clusters Score -1322236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41690 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1322236.625000 Penalty: 969.769958
	Iteration 51Q: 3 clusters Score -1322237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1322240.375000 Penalty: 969.769958
	Iteration 52Q: 3 clusters Score -1322240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41702 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1322241.625000 Penalty: 969.769958
	Iteration 53Q: 3 clusters Score -1322242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1322241.125000 Penalty: 969.769958
	Iteration 54Q: 3 clusters Score -1322241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1322241.500000 Penalty: 969.769958
	Iteration 55Q: 3 clusters Score -1322242 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1322241.750000 Penalty: 969.769958
	Iteration 56Q: 3 clusters Score -1322242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1322240.375000 Penalty: 969.769958
	Iteration 57Q: 3 clusters Score -1322240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1322240.000000 Penalty: 969.769958
	Iteration 58Q: 3 clusters Score -1322240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41732 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1322241.500000 Penalty: 969.769958
	Iteration 59Q: 3 clusters Score -1322242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41734 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1322243.250000 Penalty: 969.769958
	Iteration 60F: 3 clusters Score -1322243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1322242.125000 Penalty: 969.769958
	Iteration 61Q: 3 clusters Score -1322242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41739 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1322243.125000 Penalty: 969.769958
	Iteration 62Q: 3 clusters Score -1322243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41740 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1322244.250000 Penalty: 969.769958
	Iteration 63Q: 3 clusters Score -1322244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1322244.750000 Penalty: 969.769958
	Iteration 64Q: 3 clusters Score -1322245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1322243.625000 Penalty: 969.769958
	Iteration 65Q: 3 clusters Score -1322244 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41743 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1322243.125000 Penalty: 969.769958
	Iteration 66Q: 3 clusters Score -1322243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1322243.750000 Penalty: 969.769958
	Iteration 67Q: 3 clusters Score -1322244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41744 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1322243.750000 Penalty: 969.769958
	Iteration 68F: 3 clusters Score -1322244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Entering Unmasked Estep 
Score: -176840.453125 Penalty: 390.380524
	Iteration 0F: 2 clusters Score -176840.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -173208.687500 Penalty: 780.761047
	Iteration 0F: 3 clusters Score -173208.7 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -174488.312500 Penalty: 780.761047
	Iteration 1F: 3 clusters Score -174488.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -174630.437500 Penalty: 780.761047
	Iteration 2F: 3 clusters Score -174630.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -174781.093750 Penalty: 780.761047
	Iteration 3F: 3 clusters Score -174781.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -174970.656250 Penalty: 780.761047
	Iteration 4F: 3 clusters Score -174970.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -175212.718750 Penalty: 780.761047
	Iteration 5F: 3 clusters Score -175212.7 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -175484.890625 Penalty: 780.761047
	Iteration 6F: 3 clusters Score -175484.9 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -175758.640625 Penalty: 780.761047
	Iteration 7F: 3 clusters Score -175758.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -175963.109375 Penalty: 780.761047
	Iteration 8Q: 3 clusters Score -175963.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -176092.984375 Penalty: 780.761047
	Iteration 9Q: 3 clusters Score -176093 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -176175.765625 Penalty: 780.761047
	Iteration 10Q: 3 clusters Score -176175.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -176248.500000 Penalty: 780.761047
	Iteration 11Q: 3 clusters Score -176248.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -176300.781250 Penalty: 780.761047
	Iteration 12Q: 3 clusters Score -176300.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -176334.890625 Penalty: 780.761047
	Iteration 13Q: 3 clusters Score -176334.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -176352.265625 Penalty: 780.761047
	Iteration 14Q: 3 clusters Score -176352.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -176365.265625 Penalty: 780.761047
	Iteration 15Q: 3 clusters Score -176365.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -176373.578125 Penalty: 780.761047
	Iteration 16Q: 3 clusters Score -176373.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -176380.953125 Penalty: 780.761047
	Iteration 17Q: 3 clusters Score -176381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -176387.406250 Penalty: 780.761047
	Iteration 18Q: 3 clusters Score -176387.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -176391.500000 Penalty: 780.761047
	Iteration 19Q: 3 clusters Score -176391.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -176395.281250 Penalty: 780.761047
	Iteration 20F: 3 clusters Score -176395.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -176401.500000 Penalty: 780.761047
	Iteration 21Q: 3 clusters Score -176401.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -176406.281250 Penalty: 780.761047
	Iteration 22Q: 3 clusters Score -176406.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -176409.140625 Penalty: 780.761047
	Iteration 23Q: 3 clusters Score -176409.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -176412.796875 Penalty: 780.761047
	Iteration 24Q: 3 clusters Score -176412.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -176415.156250 Penalty: 780.761047
	Iteration 25Q: 3 clusters Score -176415.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -176418.406250 Penalty: 780.761047
	Iteration 26Q: 3 clusters Score -176418.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -176420.875000 Penalty: 780.761047
	Iteration 27Q: 3 clusters Score -176420.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -176423.515625 Penalty: 780.761047
	Iteration 28Q: 3 clusters Score -176423.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -176424.953125 Penalty: 780.761047
	Iteration 29Q: 3 clusters Score -176425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -176425.468750 Penalty: 780.761047
	Iteration 30Q: 3 clusters Score -176425.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -176425.875000 Penalty: 780.761047
	Iteration 31Q: 3 clusters Score -176425.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -176425.875000 Penalty: 780.761047
	Iteration 32F: 3 clusters Score -176425.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Entering Unmasked Estep 
Score: -163118.968750 Penalty: 387.157684
	Iteration 0F: 2 clusters Score -163119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -159781.531250 Penalty: 774.315369
	Iteration 0F: 3 clusters Score -159781.5 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -161191.718750 Penalty: 774.315369
	Iteration 1F: 3 clusters Score -161191.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -161525.046875 Penalty: 774.315369
	Iteration 2F: 3 clusters Score -161525 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -161938.640625 Penalty: 774.315369
	Iteration 3F: 3 clusters Score -161938.6 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -162329.953125 Penalty: 774.315369
	Iteration 4F: 3 clusters Score -162330 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -162583.156250 Penalty: 774.315369
	Iteration 5F: 3 clusters Score -162583.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -162705.953125 Penalty: 774.315369
	Iteration 6Q: 3 clusters Score -162706 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -162756.359375 Penalty: 774.315369
	Iteration 7Q: 3 clusters Score -162756.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -162769.562500 Penalty: 774.315369
	Iteration 8Q: 3 clusters Score -162769.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -162782.296875 Penalty: 774.315369
	Iteration 9Q: 3 clusters Score -162782.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -162786.281250 Penalty: 774.315369
	Iteration 10Q: 3 clusters Score -162786.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -162790.437500 Penalty: 774.315369
	Iteration 11Q: 3 clusters Score -162790.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -162796.500000 Penalty: 774.315369
	Iteration 12Q: 3 clusters Score -162796.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -162801.625000 Penalty: 774.315369
	Iteration 13Q: 3 clusters Score -162801.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -162803.671875 Penalty: 774.315369
	Iteration 14Q: 3 clusters Score -162803.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -162804.640625 Penalty: 774.315369
	Iteration 15Q: 3 clusters Score -162804.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -162804.640625 Penalty: 774.315369
	Iteration 16F: 3 clusters Score -162804.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -24785.662109 Penalty: 305.660126
	Iteration 0F: 2 clusters Score -24785.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -24106.216797 Penalty: 611.320251
	Iteration 0F: 3 clusters Score -24106.22 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -24283.222656 Penalty: 611.320251
	Iteration 1F: 3 clusters Score -24283.22 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -24341.648438 Penalty: 611.320251
	Iteration 2F: 3 clusters Score -24341.65 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24378.332031 Penalty: 611.320251
	Iteration 3F: 3 clusters Score -24378.33 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -24432.917969 Penalty: 611.320251
	Iteration 4F: 3 clusters Score -24432.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -24479.380859 Penalty: 611.320251
	Iteration 5F: 3 clusters Score -24479.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -24512.011719 Penalty: 611.320251
	Iteration 6Q: 3 clusters Score -24512.01 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -24532.720703 Penalty: 611.320251
	Iteration 7Q: 3 clusters Score -24532.72 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -24547.423828 Penalty: 611.320251
	Iteration 8Q: 3 clusters Score -24547.42 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -24555.123047 Penalty: 611.320251
	Iteration 9Q: 3 clusters Score -24555.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -24563.269531 Penalty: 611.320251
	Iteration 10Q: 3 clusters Score -24563.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -24571.111328 Penalty: 611.320251
	Iteration 11Q: 3 clusters Score -24571.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -24577.804688 Penalty: 611.320251
	Iteration 12Q: 3 clusters Score -24577.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -24582.453125 Penalty: 611.320251
	Iteration 13Q: 3 clusters Score -24582.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -24584.730469 Penalty: 611.320251
	Iteration 14Q: 3 clusters Score -24584.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24586.898438 Penalty: 611.320251
	Iteration 15Q: 3 clusters Score -24586.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -24589.125000 Penalty: 611.320251
	Iteration 16Q: 3 clusters Score -24589.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24590.296875 Penalty: 611.320251
	Iteration 17Q: 3 clusters Score -24590.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24590.296875 Penalty: 611.320251
	Iteration 18F: 3 clusters Score -24590.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Entering Unmasked Estep 
Score: -198566.953125 Penalty: 399.595703
	Iteration 0F: 2 clusters Score -198567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -194188.218750 Penalty: 799.191406
	Iteration 0F: 3 clusters Score -194188.2 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -195922.578125 Penalty: 799.191406
	Iteration 1F: 3 clusters Score -195922.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -196050.937500 Penalty: 799.191406
	Iteration 2F: 3 clusters Score -196050.9 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -196162.843750 Penalty: 799.191406
	Iteration 3Q: 3 clusters Score -196162.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -196263.156250 Penalty: 799.191406
	Iteration 4Q: 3 clusters Score -196263.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -196375.515625 Penalty: 799.191406
	Iteration 5Q: 3 clusters Score -196375.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -196514.046875 Penalty: 799.191406
	Iteration 6Q: 3 clusters Score -196514 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -196663.546875 Penalty: 799.191406
	Iteration 7Q: 3 clusters Score -196663.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -196801.125000 Penalty: 799.191406
	Iteration 8Q: 3 clusters Score -196801.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -196941.421875 Penalty: 799.191406
	Iteration 9Q: 3 clusters Score -196941.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -197063.406250 Penalty: 799.191406
	Iteration 10Q: 3 clusters Score -197063.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -197181.984375 Penalty: 799.191406
	Iteration 11Q: 3 clusters Score -197182 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -197274.609375 Penalty: 799.191406
	Iteration 12Q: 3 clusters Score -197274.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -197343.343750 Penalty: 799.191406
	Iteration 13Q: 3 clusters Score -197343.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -197404.453125 Penalty: 799.191406
	Iteration 14Q: 3 clusters Score -197404.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -197461.328125 Penalty: 799.191406
	Iteration 15Q: 3 clusters Score -197461.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -197511.375000 Penalty: 799.191406
	Iteration 16Q: 3 clusters Score -197511.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -197558.640625 Penalty: 799.191406
	Iteration 17Q: 3 clusters Score -197558.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -197616.437500 Penalty: 799.191406
	Iteration 18Q: 3 clusters Score -197616.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -197670.468750 Penalty: 799.191406
	Iteration 19Q: 3 clusters Score -197670.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -197727.562500 Penalty: 799.191406
	Iteration 20F: 3 clusters Score -197727.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -197774.593750 Penalty: 799.191406
	Iteration 21Q: 3 clusters Score -197774.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -197817.625000 Penalty: 799.191406
	Iteration 22Q: 3 clusters Score -197817.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -197859.171875 Penalty: 799.191406
	Iteration 23Q: 3 clusters Score -197859.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -197895.234375 Penalty: 799.191406
	Iteration 24Q: 3 clusters Score -197895.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -197931.906250 Penalty: 799.191406
	Iteration 25Q: 3 clusters Score -197931.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -197972.406250 Penalty: 799.191406
	Iteration 26Q: 3 clusters Score -197972.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -198003.328125 Penalty: 799.191406
	Iteration 27Q: 3 clusters Score -198003.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -198037.109375 Penalty: 799.191406
	Iteration 28Q: 3 clusters Score -198037.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -198064.296875 Penalty: 799.191406
	Iteration 29Q: 3 clusters Score -198064.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -198083.421875 Penalty: 799.191406
	Iteration 30Q: 3 clusters Score -198083.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -198095.515625 Penalty: 799.191406
	Iteration 31Q: 3 clusters Score -198095.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -198105.484375 Penalty: 799.191406
	Iteration 32Q: 3 clusters Score -198105.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -198121.187500 Penalty: 799.191406
	Iteration 33Q: 3 clusters Score -198121.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -198134.890625 Penalty: 799.191406
	Iteration 34Q: 3 clusters Score -198134.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -198156.437500 Penalty: 799.191406
	Iteration 35Q: 3 clusters Score -198156.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -198174.281250 Penalty: 799.191406
	Iteration 36Q: 3 clusters Score -198174.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -198185.843750 Penalty: 799.191406
	Iteration 37Q: 3 clusters Score -198185.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -198192.546875 Penalty: 799.191406
	Iteration 38Q: 3 clusters Score -198192.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -198195.718750 Penalty: 799.191406
	Iteration 39Q: 3 clusters Score -198195.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -198199.515625 Penalty: 799.191406
	Iteration 40F: 3 clusters Score -198199.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -198207.281250 Penalty: 799.191406
	Iteration 41Q: 3 clusters Score -198207.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -198218.375000 Penalty: 799.191406
	Iteration 42Q: 3 clusters Score -198218.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -198223.437500 Penalty: 799.191406
	Iteration 43Q: 3 clusters Score -198223.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -198229.593750 Penalty: 799.191406
	Iteration 44Q: 3 clusters Score -198229.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -198233.125000 Penalty: 799.191406
	Iteration 45Q: 3 clusters Score -198233.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -198235.406250 Penalty: 799.191406
	Iteration 46Q: 3 clusters Score -198235.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -198237.078125 Penalty: 799.191406
	Iteration 47Q: 3 clusters Score -198237.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -198238.453125 Penalty: 799.191406
	Iteration 48Q: 3 clusters Score -198238.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -198238.750000 Penalty: 799.191406
	Iteration 49Q: 3 clusters Score -198238.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -198239.281250 Penalty: 799.191406
	Iteration 50Q: 3 clusters Score -198239.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -198240.984375 Penalty: 799.191406
	Iteration 51Q: 3 clusters Score -198241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -198241.703125 Penalty: 799.191406
	Iteration 52Q: 3 clusters Score -198241.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -198241.750000 Penalty: 799.191406
	Iteration 53Q: 3 clusters Score -198241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -198241.906250 Penalty: 799.191406
	Iteration 54Q: 3 clusters Score -198241.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -198241.843750 Penalty: 799.191406
	Iteration 55Q: 3 clusters Score -198241.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -198242.234375 Penalty: 799.191406
	Iteration 56Q: 3 clusters Score -198242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -198242.828125 Penalty: 799.191406
	Iteration 57Q: 3 clusters Score -198242.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -198243.437500 Penalty: 799.191406
	Iteration 58Q: 3 clusters Score -198243.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -198245.750000 Penalty: 799.191406
	Iteration 59Q: 3 clusters Score -198245.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -198246.578125 Penalty: 799.191406
	Iteration 60F: 3 clusters Score -198246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -198247.484375 Penalty: 799.191406
	Iteration 61Q: 3 clusters Score -198247.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -198247.656250 Penalty: 799.191406
	Iteration 62Q: 3 clusters Score -198247.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -198248.421875 Penalty: 799.191406
	Iteration 63Q: 3 clusters Score -198248.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -198250.906250 Penalty: 799.191406
	Iteration 64Q: 3 clusters Score -198250.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -198253.843750 Penalty: 799.191406
	Iteration 65Q: 3 clusters Score -198253.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -198256.859375 Penalty: 799.191406
	Iteration 66Q: 3 clusters Score -198256.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -198257.031250 Penalty: 799.191406
	Iteration 67Q: 3 clusters Score -198257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -198257.140625 Penalty: 799.191406
	Iteration 68Q: 3 clusters Score -198257.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -198257.312500 Penalty: 799.191406
	Iteration 69Q: 3 clusters Score -198257.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -198257.687500 Penalty: 799.191406
	Iteration 70Q: 3 clusters Score -198257.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -198259.281250 Penalty: 799.191406
	Iteration 71Q: 3 clusters Score -198259.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -198260.390625 Penalty: 799.191406
	Iteration 72Q: 3 clusters Score -198260.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -198260.390625 Penalty: 799.191406
	Iteration 73Q: 3 clusters Score -198260.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -198260.390625 Penalty: 799.191406
	Iteration 74F: 3 clusters Score -198260.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Entering Unmasked Estep 
Score: -403923.843750 Penalty: 427.347168
	Iteration 0F: 2 clusters Score -403923.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -395944.093750 Penalty: 854.694336
	Iteration 0F: 3 clusters Score -395944.1 nChanged 5581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -399394.531250 Penalty: 854.694336
	Iteration 1F: 3 clusters Score -399394.5 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -399824.343750 Penalty: 854.694336
	Iteration 2F: 3 clusters Score -399824.3 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -400421.343750 Penalty: 854.694336
	Iteration 3F: 3 clusters Score -400421.3 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -401204.187500 Penalty: 854.694336
	Iteration 4F: 3 clusters Score -401204.2 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9892 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -401981.656250 Penalty: 854.694336
	Iteration 5F: 3 clusters Score -401981.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -402614.312500 Penalty: 854.694336
	Iteration 6F: 3 clusters Score -402614.3 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -403034.625000 Penalty: 854.694336
	Iteration 7Q: 3 clusters Score -403034.6 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -403249.875000 Penalty: 854.694336
	Iteration 8Q: 3 clusters Score -403249.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -403358.562500 Penalty: 854.694336
	Iteration 9Q: 3 clusters Score -403358.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -403411.812500 Penalty: 854.694336
	Iteration 10Q: 3 clusters Score -403411.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -403440.906250 Penalty: 854.694336
	Iteration 11Q: 3 clusters Score -403440.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -403461.843750 Penalty: 854.694336
	Iteration 12Q: 3 clusters Score -403461.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -403477.937500 Penalty: 854.694336
	Iteration 13Q: 3 clusters Score -403477.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -403493.593750 Penalty: 854.694336
	Iteration 14Q: 3 clusters Score -403493.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11518 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -403507.906250 Penalty: 854.694336
	Iteration 15Q: 3 clusters Score -403507.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -403516.218750 Penalty: 854.694336
	Iteration 16Q: 3 clusters Score -403516.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -403524.906250 Penalty: 854.694336
	Iteration 17Q: 3 clusters Score -403524.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -403536.281250 Penalty: 854.694336
	Iteration 18Q: 3 clusters Score -403536.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -403547.906250 Penalty: 854.694336
	Iteration 19Q: 3 clusters Score -403547.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -403553.156250 Penalty: 854.694336
	Iteration 20F: 3 clusters Score -403553.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11658 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -403561.281250 Penalty: 854.694336
	Iteration 21Q: 3 clusters Score -403561.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -403568.843750 Penalty: 854.694336
	Iteration 22Q: 3 clusters Score -403568.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -403574.593750 Penalty: 854.694336
	Iteration 23Q: 3 clusters Score -403574.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -403581.937500 Penalty: 854.694336
	Iteration 24Q: 3 clusters Score -403581.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -403589.156250 Penalty: 854.694336
	Iteration 25Q: 3 clusters Score -403589.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -403593.250000 Penalty: 854.694336
	Iteration 26Q: 3 clusters Score -403593.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -403597.812500 Penalty: 854.694336
	Iteration 27Q: 3 clusters Score -403597.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -403602.031250 Penalty: 854.694336
	Iteration 28Q: 3 clusters Score -403602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -403604.625000 Penalty: 854.694336
	Iteration 29Q: 3 clusters Score -403604.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -403606.281250 Penalty: 854.694336
	Iteration 30Q: 3 clusters Score -403606.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -403606.281250 Penalty: 854.694336
	Iteration 31F: 3 clusters Score -403606.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Entering Unmasked Estep 
Score: -455195.375000 Penalty: 439.949524
	Iteration 0F: 2 clusters Score -455195.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -444676.375000 Penalty: 879.899048
	Iteration 0F: 3 clusters Score -444676.4 nChanged 7464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -449471.593750 Penalty: 879.899048
	Iteration 1F: 3 clusters Score -449471.6 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -450000.312500 Penalty: 879.899048
	Iteration 2F: 3 clusters Score -450000.3 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -450598.750000 Penalty: 879.899048
	Iteration 3F: 3 clusters Score -450598.8 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -451261.937500 Penalty: 879.899048
	Iteration 4F: 3 clusters Score -451261.9 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -451923.406250 Penalty: 879.899048
	Iteration 5F: 3 clusters Score -451923.4 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -452491.375000 Penalty: 879.899048
	Iteration 6F: 3 clusters Score -452491.4 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -452854.437500 Penalty: 879.899048
	Iteration 7Q: 3 clusters Score -452854.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -453068.031250 Penalty: 879.899048
	Iteration 8Q: 3 clusters Score -453068 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -453241.375000 Penalty: 879.899048
	Iteration 9Q: 3 clusters Score -453241.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -453425.750000 Penalty: 879.899048
	Iteration 10Q: 3 clusters Score -453425.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -453642.375000 Penalty: 879.899048
	Iteration 11Q: 3 clusters Score -453642.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -453877.156250 Penalty: 879.899048
	Iteration 12Q: 3 clusters Score -453877.2 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -454094.937500 Penalty: 879.899048
	Iteration 13Q: 3 clusters Score -454094.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -454267.750000 Penalty: 879.899048
	Iteration 14Q: 3 clusters Score -454267.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -454420.875000 Penalty: 879.899048
	Iteration 15Q: 3 clusters Score -454420.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -454535.875000 Penalty: 879.899048
	Iteration 16Q: 3 clusters Score -454535.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -454620.875000 Penalty: 879.899048
	Iteration 17Q: 3 clusters Score -454620.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -454692.500000 Penalty: 879.899048
	Iteration 18Q: 3 clusters Score -454692.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -454744.843750 Penalty: 879.899048
	Iteration 19Q: 3 clusters Score -454744.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10451 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -454781.968750 Penalty: 879.899048
	Iteration 20F: 3 clusters Score -454782 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -454816.468750 Penalty: 879.899048
	Iteration 21Q: 3 clusters Score -454816.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -454840.062500 Penalty: 879.899048
	Iteration 22Q: 3 clusters Score -454840.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -454856.750000 Penalty: 879.899048
	Iteration 23Q: 3 clusters Score -454856.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -454871.687500 Penalty: 879.899048
	Iteration 24Q: 3 clusters Score -454871.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -454885.500000 Penalty: 879.899048
	Iteration 25Q: 3 clusters Score -454885.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -454893.125000 Penalty: 879.899048
	Iteration 26Q: 3 clusters Score -454893.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -454901.000000 Penalty: 879.899048
	Iteration 27Q: 3 clusters Score -454901 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -454903.812500 Penalty: 879.899048
	Iteration 28Q: 3 clusters Score -454903.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -454906.968750 Penalty: 879.899048
	Iteration 29Q: 3 clusters Score -454907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -454907.718750 Penalty: 879.899048
	Iteration 30Q: 3 clusters Score -454907.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -454908.500000 Penalty: 879.899048
	Iteration 31Q: 3 clusters Score -454908.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -454908.375000 Penalty: 879.899048
	Iteration 32Q: 3 clusters Score -454908.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -454908.562500 Penalty: 879.899048
	Iteration 33Q: 3 clusters Score -454908.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -454910.625000 Penalty: 879.899048
	Iteration 34Q: 3 clusters Score -454910.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -454911.218750 Penalty: 879.899048
	Iteration 35Q: 3 clusters Score -454911.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -454913.500000 Penalty: 879.899048
	Iteration 36Q: 3 clusters Score -454913.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -454913.656250 Penalty: 879.899048
	Iteration 37Q: 3 clusters Score -454913.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -454912.781250 Penalty: 879.899048
	Iteration 38Q: 3 clusters Score -454912.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -454913.687500 Penalty: 879.899048
	Iteration 39Q: 3 clusters Score -454913.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -454914.093750 Penalty: 879.899048
	Iteration 40F: 3 clusters Score -454914.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -454914.781250 Penalty: 879.899048
	Iteration 41Q: 3 clusters Score -454914.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -454915.437500 Penalty: 879.899048
	Iteration 42Q: 3 clusters Score -454915.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -454915.250000 Penalty: 879.899048
	Iteration 43Q: 3 clusters Score -454915.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10168 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -454914.937500 Penalty: 879.899048
	Iteration 44Q: 3 clusters Score -454914.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -454916.156250 Penalty: 879.899048
	Iteration 45Q: 3 clusters Score -454916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -454915.781250 Penalty: 879.899048
	Iteration 46Q: 3 clusters Score -454915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -454915.843750 Penalty: 879.899048
	Iteration 47Q: 3 clusters Score -454915.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -454916.656250 Penalty: 879.899048
	Iteration 48Q: 3 clusters Score -454916.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -454915.531250 Penalty: 879.899048
	Iteration 49Q: 3 clusters Score -454915.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -454916.843750 Penalty: 879.899048
	Iteration 50Q: 3 clusters Score -454916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -454916.875000 Penalty: 879.899048
	Iteration 51Q: 3 clusters Score -454916.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -454917.500000 Penalty: 879.899048
	Iteration 52Q: 3 clusters Score -454917.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -454916.562500 Penalty: 879.899048
	Iteration 53Q: 3 clusters Score -454916.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -454916.687500 Penalty: 879.899048
	Iteration 54Q: 3 clusters Score -454916.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -454916.718750 Penalty: 879.899048
	Iteration 55Q: 3 clusters Score -454916.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -454916.718750 Penalty: 879.899048
	Iteration 56F: 3 clusters Score -454916.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64813 members 
Entering Unmasked Estep 
Score: -2031239.875000 Penalty: 504.106415
	Iteration 0F: 2 clusters Score -2031240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32642 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -1987490.250000 Penalty: 1008.212830
	Iteration 0F: 3 clusters Score -1987490 nChanged 31568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -2008372.375000 Penalty: 1008.212830
	Iteration 1F: 3 clusters Score -2008372 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -2011284.750000 Penalty: 1008.212830
	Iteration 2F: 3 clusters Score -2011285 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 24401 members 
Entering Unmasked Estep 
Score: -2015362.250000 Penalty: 1008.212830
	Iteration 3F: 3 clusters Score -2015362 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2019471.125000 Penalty: 1008.212830
	Iteration 4F: 3 clusters Score -2019471 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44009 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2022452.250000 Penalty: 1008.212830
	Iteration 5F: 3 clusters Score -2022452 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45872 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2024345.625000 Penalty: 1008.212830
	Iteration 6Q: 3 clusters Score -2024346 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2025694.125000 Penalty: 1008.212830
	Iteration 7Q: 3 clusters Score -2025694 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2026728.000000 Penalty: 1008.212830
	Iteration 8Q: 3 clusters Score -2026728 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50972 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2027569.875000 Penalty: 1008.212830
	Iteration 9Q: 3 clusters Score -2027570 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2028242.375000 Penalty: 1008.212830
	Iteration 10Q: 3 clusters Score -2028242 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2028820.250000 Penalty: 1008.212830
	Iteration 11Q: 3 clusters Score -2028820 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54911 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -2029292.500000 Penalty: 1008.212830
	Iteration 12Q: 3 clusters Score -2029292 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55984 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2029688.875000 Penalty: 1008.212830
	Iteration 13Q: 3 clusters Score -2029689 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56926 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2029975.625000 Penalty: 1008.212830
	Iteration 14Q: 3 clusters Score -2029976 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57736 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2030203.375000 Penalty: 1008.212830
	Iteration 15Q: 3 clusters Score -2030203 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58428 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2030391.875000 Penalty: 1008.212830
	Iteration 16Q: 3 clusters Score -2030392 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59032 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2030556.875000 Penalty: 1008.212830
	Iteration 17Q: 3 clusters Score -2030557 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2030683.875000 Penalty: 1008.212830
	Iteration 18Q: 3 clusters Score -2030684 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2030797.000000 Penalty: 1008.212830
	Iteration 19Q: 3 clusters Score -2030797 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2030882.375000 Penalty: 1008.212830
	Iteration 20F: 3 clusters Score -2030882 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -2030943.875000 Penalty: 1008.212830
	Iteration 21Q: 3 clusters Score -2030944 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61014 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -2030995.375000 Penalty: 1008.212830
	Iteration 22Q: 3 clusters Score -2030995 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61219 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2031024.750000 Penalty: 1008.212830
	Iteration 23Q: 3 clusters Score -2031025 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -2031050.750000 Penalty: 1008.212830
	Iteration 24Q: 3 clusters Score -2031051 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61569 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2031067.250000 Penalty: 1008.212830
	Iteration 25Q: 3 clusters Score -2031067 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61706 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -2031090.250000 Penalty: 1008.212830
	Iteration 26Q: 3 clusters Score -2031090 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -2031104.750000 Penalty: 1008.212830
	Iteration 27Q: 3 clusters Score -2031105 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61878 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2031106.375000 Penalty: 1008.212830
	Iteration 28Q: 3 clusters Score -2031106 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61947 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2031112.000000 Penalty: 1008.212830
	Iteration 29Q: 3 clusters Score -2031112 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62000 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2031115.875000 Penalty: 1008.212830
	Iteration 30Q: 3 clusters Score -2031116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62045 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2031125.500000 Penalty: 1008.212830
	Iteration 31Q: 3 clusters Score -2031126 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62084 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2031132.125000 Penalty: 1008.212830
	Iteration 32Q: 3 clusters Score -2031132 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62127 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2031134.125000 Penalty: 1008.212830
	Iteration 33Q: 3 clusters Score -2031134 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62156 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -2031135.875000 Penalty: 1008.212830
	Iteration 34Q: 3 clusters Score -2031136 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62184 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -2031139.500000 Penalty: 1008.212830
	Iteration 35Q: 3 clusters Score -2031140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62211 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2031142.500000 Penalty: 1008.212830
	Iteration 36Q: 3 clusters Score -2031142 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62237 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2031154.625000 Penalty: 1008.212830
	Iteration 37Q: 3 clusters Score -2031155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62264 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2031158.625000 Penalty: 1008.212830
	Iteration 38Q: 3 clusters Score -2031159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2031163.125000 Penalty: 1008.212830
	Iteration 39Q: 3 clusters Score -2031163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62308 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -2031164.750000 Penalty: 1008.212830
	Iteration 40F: 3 clusters Score -2031165 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62330 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -2031168.625000 Penalty: 1008.212830
	Iteration 41Q: 3 clusters Score -2031169 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62353 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -2031170.875000 Penalty: 1008.212830
	Iteration 42Q: 3 clusters Score -2031171 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62376 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2031167.875000 Penalty: 1008.212830
	Iteration 43Q: 3 clusters Score -2031168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2031171.250000 Penalty: 1008.212830
	Iteration 44Q: 3 clusters Score -2031171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62409 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2031171.875000 Penalty: 1008.212830
	Iteration 45Q: 3 clusters Score -2031172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62422 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2031172.750000 Penalty: 1008.212830
	Iteration 46Q: 3 clusters Score -2031173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62425 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -2031174.625000 Penalty: 1008.212830
	Iteration 47Q: 3 clusters Score -2031175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62430 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2031174.875000 Penalty: 1008.212830
	Iteration 48Q: 3 clusters Score -2031175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62436 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -2031173.875000 Penalty: 1008.212830
	Iteration 49Q: 3 clusters Score -2031174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62451 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2031172.625000 Penalty: 1008.212830
	Iteration 50Q: 3 clusters Score -2031173 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62464 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2031173.375000 Penalty: 1008.212830
	Iteration 51Q: 3 clusters Score -2031173 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62480 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -2031176.000000 Penalty: 1008.212830
	Iteration 52Q: 3 clusters Score -2031176 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62495 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2031175.875000 Penalty: 1008.212830
	Iteration 53Q: 3 clusters Score -2031176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62507 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2031178.125000 Penalty: 1008.212830
	Iteration 54Q: 3 clusters Score -2031178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62512 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2031176.625000 Penalty: 1008.212830
	Iteration 55Q: 3 clusters Score -2031177 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62519 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2031178.500000 Penalty: 1008.212830
	Iteration 56Q: 3 clusters Score -2031178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62525 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2031176.875000 Penalty: 1008.212830
	Iteration 57Q: 3 clusters Score -2031177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -2031180.500000 Penalty: 1008.212830
	Iteration 58Q: 3 clusters Score -2031180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2031180.375000 Penalty: 1008.212830
	Iteration 59Q: 3 clusters Score -2031180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62548 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2031184.750000 Penalty: 1008.212830
	Iteration 60F: 3 clusters Score -2031185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62554 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2031181.250000 Penalty: 1008.212830
	Iteration 61Q: 3 clusters Score -2031181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62561 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2031182.125000 Penalty: 1008.212830
	Iteration 62Q: 3 clusters Score -2031182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2031182.000000 Penalty: 1008.212830
	Iteration 63Q: 3 clusters Score -2031182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2031182.500000 Penalty: 1008.212830
	Iteration 64Q: 3 clusters Score -2031182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62580 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2031182.625000 Penalty: 1008.212830
	Iteration 65Q: 3 clusters Score -2031183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2031184.250000 Penalty: 1008.212830
	Iteration 66Q: 3 clusters Score -2031184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62586 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2031184.000000 Penalty: 1008.212830
	Iteration 67Q: 3 clusters Score -2031184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62590 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2031181.750000 Penalty: 1008.212830
	Iteration 68Q: 3 clusters Score -2031182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62591 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2031183.500000 Penalty: 1008.212830
	Iteration 69Q: 3 clusters Score -2031184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2031182.250000 Penalty: 1008.212830
	Iteration 70Q: 3 clusters Score -2031182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62595 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2031183.625000 Penalty: 1008.212830
	Iteration 71Q: 3 clusters Score -2031184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62596 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -2031183.625000 Penalty: 1008.212830
	Iteration 72Q: 3 clusters Score -2031184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62598 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2031185.125000 Penalty: 1008.212830
	Iteration 73Q: 3 clusters Score -2031185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62600 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2031185.000000 Penalty: 1008.212830
	Iteration 74Q: 3 clusters Score -2031185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2031184.625000 Penalty: 1008.212830
	Iteration 75Q: 3 clusters Score -2031185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62603 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2031184.625000 Penalty: 1008.212830
	Iteration 76F: 3 clusters Score -2031185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31757 members 
Entering Unmasked Estep 
Score: -1034375.312500 Penalty: 471.647034
	Iteration 0F: 2 clusters Score -1034375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 15978 members 
Entering Unmasked Estep 
Score: -1013173.625000 Penalty: 943.294067
	Iteration 0F: 3 clusters Score -1013174 nChanged 15198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -1022276.000000 Penalty: 943.294067
	Iteration 1F: 3 clusters Score -1022276 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 19560 members 
Entering Unmasked Estep 
Score: -1023222.000000 Penalty: 943.294067
	Iteration 2F: 3 clusters Score -1023222 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -1024662.000000 Penalty: 943.294067
	Iteration 3F: 3 clusters Score -1024662 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -1026759.625000 Penalty: 943.294067
	Iteration 4F: 3 clusters Score -1026760 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 26634 members 
Entering Unmasked Estep 
Score: -1029310.062500 Penalty: 943.294067
	Iteration 5F: 3 clusters Score -1029310 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
Score: -1031463.062500 Penalty: 943.294067
	Iteration 6F: 3 clusters Score -1031463 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 30137 members 
Entering Unmasked Estep 
Score: -1032731.500000 Penalty: 943.294067
	Iteration 7Q: 3 clusters Score -1032732 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 30885 members 
Entering Unmasked Estep 
Score: -1033408.125000 Penalty: 943.294067
	Iteration 8Q: 3 clusters Score -1033408 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -1033730.000000 Penalty: 943.294067
	Iteration 9Q: 3 clusters Score -1033730 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 31457 members 
Entering Unmasked Estep 
Score: -1033861.312500 Penalty: 943.294067
	Iteration 10Q: 3 clusters Score -1033861 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -1033949.187500 Penalty: 943.294067
	Iteration 11Q: 3 clusters Score -1033949 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 31582 members 
Entering Unmasked Estep 
Score: -1033978.187500 Penalty: 943.294067
	Iteration 12Q: 3 clusters Score -1033978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -1033990.937500 Penalty: 943.294067
	Iteration 13Q: 3 clusters Score -1033991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -1034003.250000 Penalty: 943.294067
	Iteration 14Q: 3 clusters Score -1034003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -1034011.187500 Penalty: 943.294067
	Iteration 15Q: 3 clusters Score -1034011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -1034019.687500 Penalty: 943.294067
	Iteration 16Q: 3 clusters Score -1034020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -1034023.562500 Penalty: 943.294067
	Iteration 17Q: 3 clusters Score -1034024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -1034026.125000 Penalty: 943.294067
	Iteration 18Q: 3 clusters Score -1034026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -1034027.187500 Penalty: 943.294067
	Iteration 19Q: 3 clusters Score -1034027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -1034027.062500 Penalty: 943.294067
	Iteration 20F: 3 clusters Score -1034027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -1034028.937500 Penalty: 943.294067
	Iteration 21Q: 3 clusters Score -1034029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -1034028.937500 Penalty: 943.294067
	Iteration 22F: 3 clusters Score -1034029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Entering Unmasked Estep 
Score: -284555.812500 Penalty: 414.774353
	Iteration 0F: 2 clusters Score -284555.8 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 4618 members 
Entering Unmasked Estep 
Score: -278536.937500 Penalty: 829.548706
	Iteration 0F: 3 clusters Score -278536.9 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -281166.750000 Penalty: 829.548706
	Iteration 1F: 3 clusters Score -281166.8 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -281565.812500 Penalty: 829.548706
	Iteration 2F: 3 clusters Score -281565.8 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -282036.750000 Penalty: 829.548706
	Iteration 3F: 3 clusters Score -282036.8 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -282485.875000 Penalty: 829.548706
	Iteration 4F: 3 clusters Score -282485.9 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -282891.375000 Penalty: 829.548706
	Iteration 5F: 3 clusters Score -282891.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -283147.125000 Penalty: 829.548706
	Iteration 6Q: 3 clusters Score -283147.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -283270.062500 Penalty: 829.548706
	Iteration 7Q: 3 clusters Score -283270.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -283333.937500 Penalty: 829.548706
	Iteration 8Q: 3 clusters Score -283333.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -283375.281250 Penalty: 829.548706
	Iteration 9Q: 3 clusters Score -283375.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -283410.093750 Penalty: 829.548706
	Iteration 10Q: 3 clusters Score -283410.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -283443.312500 Penalty: 829.548706
	Iteration 11Q: 3 clusters Score -283443.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -283483.031250 Penalty: 829.548706
	Iteration 12Q: 3 clusters Score -283483 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -283526.750000 Penalty: 829.548706
	Iteration 13Q: 3 clusters Score -283526.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -283567.531250 Penalty: 829.548706
	Iteration 14Q: 3 clusters Score -283567.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -283603.156250 Penalty: 829.548706
	Iteration 15Q: 3 clusters Score -283603.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -283638.937500 Penalty: 829.548706
	Iteration 16Q: 3 clusters Score -283638.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -283684.750000 Penalty: 829.548706
	Iteration 17Q: 3 clusters Score -283684.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -283737.406250 Penalty: 829.548706
	Iteration 18Q: 3 clusters Score -283737.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -283793.750000 Penalty: 829.548706
	Iteration 19Q: 3 clusters Score -283793.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -283848.125000 Penalty: 829.548706
	Iteration 20F: 3 clusters Score -283848.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -283906.062500 Penalty: 829.548706
	Iteration 21Q: 3 clusters Score -283906.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -283961.281250 Penalty: 829.548706
	Iteration 22Q: 3 clusters Score -283961.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -284002.437500 Penalty: 829.548706
	Iteration 23Q: 3 clusters Score -284002.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -284027.468750 Penalty: 829.548706
	Iteration 24Q: 3 clusters Score -284027.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -284050.531250 Penalty: 829.548706
	Iteration 25Q: 3 clusters Score -284050.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -284068.593750 Penalty: 829.548706
	Iteration 26Q: 3 clusters Score -284068.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -284081.500000 Penalty: 829.548706
	Iteration 27Q: 3 clusters Score -284081.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -284092.187500 Penalty: 829.548706
	Iteration 28Q: 3 clusters Score -284092.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -284100.562500 Penalty: 829.548706
	Iteration 29Q: 3 clusters Score -284100.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -284111.125000 Penalty: 829.548706
	Iteration 30Q: 3 clusters Score -284111.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -284118.156250 Penalty: 829.548706
	Iteration 31Q: 3 clusters Score -284118.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -284125.125000 Penalty: 829.548706
	Iteration 32Q: 3 clusters Score -284125.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -284132.062500 Penalty: 829.548706
	Iteration 33Q: 3 clusters Score -284132.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -284141.500000 Penalty: 829.548706
	Iteration 34Q: 3 clusters Score -284141.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -284149.593750 Penalty: 829.548706
	Iteration 35Q: 3 clusters Score -284149.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -284157.656250 Penalty: 829.548706
	Iteration 36Q: 3 clusters Score -284157.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -284160.843750 Penalty: 829.548706
	Iteration 37Q: 3 clusters Score -284160.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -284166.750000 Penalty: 829.548706
	Iteration 38Q: 3 clusters Score -284166.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -284173.781250 Penalty: 829.548706
	Iteration 39Q: 3 clusters Score -284173.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -284182.312500 Penalty: 829.548706
	Iteration 40F: 3 clusters Score -284182.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -284187.218750 Penalty: 829.548706
	Iteration 41Q: 3 clusters Score -284187.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -284190.781250 Penalty: 829.548706
	Iteration 42Q: 3 clusters Score -284190.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -284193.000000 Penalty: 829.548706
	Iteration 43Q: 3 clusters Score -284193 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -284196.281250 Penalty: 829.548706
	Iteration 44Q: 3 clusters Score -284196.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -284200.562500 Penalty: 829.548706
	Iteration 45Q: 3 clusters Score -284200.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -284204.093750 Penalty: 829.548706
	Iteration 46Q: 3 clusters Score -284204.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -284206.812500 Penalty: 829.548706
	Iteration 47Q: 3 clusters Score -284206.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -284211.468750 Penalty: 829.548706
	Iteration 48Q: 3 clusters Score -284211.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -284214.500000 Penalty: 829.548706
	Iteration 49Q: 3 clusters Score -284214.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -284217.906250 Penalty: 829.548706
	Iteration 50Q: 3 clusters Score -284217.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8740 members 
Entering Unmasked Estep 
Score: -284221.812500 Penalty: 829.548706
	Iteration 51Q: 3 clusters Score -284221.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -284227.406250 Penalty: 829.548706
	Iteration 52Q: 3 clusters Score -284227.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -284229.687500 Penalty: 829.548706
	Iteration 53Q: 3 clusters Score -284229.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -284233.750000 Penalty: 829.548706
	Iteration 54Q: 3 clusters Score -284233.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -284237.656250 Penalty: 829.548706
	Iteration 55Q: 3 clusters Score -284237.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -284240.156250 Penalty: 829.548706
	Iteration 56Q: 3 clusters Score -284240.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -284242.125000 Penalty: 829.548706
	Iteration 57Q: 3 clusters Score -284242.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -284243.937500 Penalty: 829.548706
	Iteration 58Q: 3 clusters Score -284243.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -284244.906250 Penalty: 829.548706
	Iteration 59Q: 3 clusters Score -284244.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -284245.000000 Penalty: 829.548706
	Iteration 60F: 3 clusters Score -284245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -284245.281250 Penalty: 829.548706
	Iteration 61Q: 3 clusters Score -284245.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -284245.500000 Penalty: 829.548706
	Iteration 62Q: 3 clusters Score -284245.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -284245.750000 Penalty: 829.548706
	Iteration 63Q: 3 clusters Score -284245.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -284246.625000 Penalty: 829.548706
	Iteration 64Q: 3 clusters Score -284246.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -284246.625000 Penalty: 829.548706
	Iteration 65F: 3 clusters Score -284246.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -155419.531250 Penalty: 390.337799
	Iteration 0F: 2 clusters Score -155419.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -151761.921875 Penalty: 780.675598
	Iteration 0F: 3 clusters Score -151761.9 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -153280.875000 Penalty: 780.675598
	Iteration 1F: 3 clusters Score -153280.9 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -153590.453125 Penalty: 780.675598
	Iteration 2F: 3 clusters Score -153590.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -153897.140625 Penalty: 780.675598
	Iteration 3F: 3 clusters Score -153897.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -154220.109375 Penalty: 780.675598
	Iteration 4F: 3 clusters Score -154220.1 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -154526.359375 Penalty: 780.675598
	Iteration 5F: 3 clusters Score -154526.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -154760.906250 Penalty: 780.675598
	Iteration 6Q: 3 clusters Score -154760.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -154943.062500 Penalty: 780.675598
	Iteration 7Q: 3 clusters Score -154943.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -155060.828125 Penalty: 780.675598
	Iteration 8Q: 3 clusters Score -155060.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -155130.828125 Penalty: 780.675598
	Iteration 9Q: 3 clusters Score -155130.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -155162.031250 Penalty: 780.675598
	Iteration 10Q: 3 clusters Score -155162 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -155192.484375 Penalty: 780.675598
	Iteration 11Q: 3 clusters Score -155192.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -155211.640625 Penalty: 780.675598
	Iteration 12Q: 3 clusters Score -155211.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -155220.859375 Penalty: 780.675598
	Iteration 13Q: 3 clusters Score -155220.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -155226.984375 Penalty: 780.675598
	Iteration 14Q: 3 clusters Score -155227 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -155232.687500 Penalty: 780.675598
	Iteration 15Q: 3 clusters Score -155232.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -155237.703125 Penalty: 780.675598
	Iteration 16Q: 3 clusters Score -155237.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -155241.890625 Penalty: 780.675598
	Iteration 17Q: 3 clusters Score -155241.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -155246.796875 Penalty: 780.675598
	Iteration 18Q: 3 clusters Score -155246.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -155249.578125 Penalty: 780.675598
	Iteration 19Q: 3 clusters Score -155249.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -155251.156250 Penalty: 780.675598
	Iteration 20F: 3 clusters Score -155251.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -155253.515625 Penalty: 780.675598
	Iteration 21Q: 3 clusters Score -155253.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -155257.031250 Penalty: 780.675598
	Iteration 22Q: 3 clusters Score -155257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -155260.031250 Penalty: 780.675598
	Iteration 23Q: 3 clusters Score -155260 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -155262.406250 Penalty: 780.675598
	Iteration 24Q: 3 clusters Score -155262.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -155262.406250 Penalty: 780.675598
	Iteration 25F: 3 clusters Score -155262.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11083 members 
Entering Unmasked Estep 
Score: -358193.218750 Penalty: 423.749115
	Iteration 0F: 2 clusters Score -358193.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -350830.843750 Penalty: 847.498230
	Iteration 0F: 3 clusters Score -350830.8 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -353892.218750 Penalty: 847.498230
	Iteration 1F: 3 clusters Score -353892.2 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -354300.843750 Penalty: 847.498230
	Iteration 2F: 3 clusters Score -354300.8 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -354924.812500 Penalty: 847.498230
	Iteration 3F: 3 clusters Score -354924.8 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -355702.968750 Penalty: 847.498230
	Iteration 4F: 3 clusters Score -355703 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -356495.406250 Penalty: 847.498230
	Iteration 5F: 3 clusters Score -356495.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -357112.875000 Penalty: 847.498230
	Iteration 6F: 3 clusters Score -357112.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -357471.625000 Penalty: 847.498230
	Iteration 7Q: 3 clusters Score -357471.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -357691.718750 Penalty: 847.498230
	Iteration 8Q: 3 clusters Score -357691.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -357846.687500 Penalty: 847.498230
	Iteration 9Q: 3 clusters Score -357846.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -357961.906250 Penalty: 847.498230
	Iteration 10Q: 3 clusters Score -357961.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -358034.718750 Penalty: 847.498230
	Iteration 11Q: 3 clusters Score -358034.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8539 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -358081.656250 Penalty: 847.498230
	Iteration 12Q: 3 clusters Score -358081.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -358109.843750 Penalty: 847.498230
	Iteration 13Q: 3 clusters Score -358109.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -358119.312500 Penalty: 847.498230
	Iteration 14Q: 3 clusters Score -358119.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -358127.406250 Penalty: 847.498230
	Iteration 15Q: 3 clusters Score -358127.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -358132.437500 Penalty: 847.498230
	Iteration 16Q: 3 clusters Score -358132.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -358139.687500 Penalty: 847.498230
	Iteration 17Q: 3 clusters Score -358139.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -358141.531250 Penalty: 847.498230
	Iteration 18Q: 3 clusters Score -358141.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -358144.656250 Penalty: 847.498230
	Iteration 19Q: 3 clusters Score -358144.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -358146.343750 Penalty: 847.498230
	Iteration 20F: 3 clusters Score -358146.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -358145.937500 Penalty: 847.498230
	Iteration 21Q: 3 clusters Score -358145.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -358147.218750 Penalty: 847.498230
	Iteration 22Q: 3 clusters Score -358147.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -358146.875000 Penalty: 847.498230
	Iteration 23Q: 3 clusters Score -358146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -358147.937500 Penalty: 847.498230
	Iteration 24Q: 3 clusters Score -358147.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -358148.593750 Penalty: 847.498230
	Iteration 25Q: 3 clusters Score -358148.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -358149.125000 Penalty: 847.498230
	Iteration 26Q: 3 clusters Score -358149.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -358149.437500 Penalty: 847.498230
	Iteration 27Q: 3 clusters Score -358149.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -358150.312500 Penalty: 847.498230
	Iteration 28Q: 3 clusters Score -358150.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -358150.531250 Penalty: 847.498230
	Iteration 29Q: 3 clusters Score -358150.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -358151.156250 Penalty: 847.498230
	Iteration 30Q: 3 clusters Score -358151.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -358151.906250 Penalty: 847.498230
	Iteration 31Q: 3 clusters Score -358151.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -358150.812500 Penalty: 847.498230
	Iteration 32Q: 3 clusters Score -358150.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -358151.906250 Penalty: 847.498230
	Iteration 33Q: 3 clusters Score -358151.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -358153.093750 Penalty: 847.498230
	Iteration 34Q: 3 clusters Score -358153.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -358152.687500 Penalty: 847.498230
	Iteration 35Q: 3 clusters Score -358152.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -358152.750000 Penalty: 847.498230
	Iteration 36Q: 3 clusters Score -358152.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -358153.406250 Penalty: 847.498230
	Iteration 37Q: 3 clusters Score -358153.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -358154.031250 Penalty: 847.498230
	Iteration 38Q: 3 clusters Score -358154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -358155.343750 Penalty: 847.498230
	Iteration 39Q: 3 clusters Score -358155.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -358155.906250 Penalty: 847.498230
	Iteration 40F: 3 clusters Score -358155.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -358155.906250 Penalty: 847.498230
	Iteration 41Q: 3 clusters Score -358155.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -358156.250000 Penalty: 847.498230
	Iteration 42Q: 3 clusters Score -358156.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -358157.250000 Penalty: 847.498230
	Iteration 43Q: 3 clusters Score -358157.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -358158.531250 Penalty: 847.498230
	Iteration 44Q: 3 clusters Score -358158.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -358159.843750 Penalty: 847.498230
	Iteration 45Q: 3 clusters Score -358159.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -358160.062500 Penalty: 847.498230
	Iteration 46Q: 3 clusters Score -358160.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -358162.500000 Penalty: 847.498230
	Iteration 47Q: 3 clusters Score -358162.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -358164.062500 Penalty: 847.498230
	Iteration 48Q: 3 clusters Score -358164.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -358164.406250 Penalty: 847.498230
	Iteration 49Q: 3 clusters Score -358164.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -358166.437500 Penalty: 847.498230
	Iteration 50Q: 3 clusters Score -358166.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -358168.781250 Penalty: 847.498230
	Iteration 51Q: 3 clusters Score -358168.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -358170.375000 Penalty: 847.498230
	Iteration 52Q: 3 clusters Score -358170.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -358172.781250 Penalty: 847.498230
	Iteration 53Q: 3 clusters Score -358172.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -358173.625000 Penalty: 847.498230
	Iteration 54Q: 3 clusters Score -358173.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -358174.812500 Penalty: 847.498230
	Iteration 55Q: 3 clusters Score -358174.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -358175.000000 Penalty: 847.498230
	Iteration 56Q: 3 clusters Score -358175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -358174.312500 Penalty: 847.498230
	Iteration 57Q: 3 clusters Score -358174.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -358175.500000 Penalty: 847.498230
	Iteration 58Q: 3 clusters Score -358175.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -358176.031250 Penalty: 847.498230
	Iteration 59Q: 3 clusters Score -358176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -358175.218750 Penalty: 847.498230
	Iteration 60F: 3 clusters Score -358175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -358175.531250 Penalty: 847.498230
	Iteration 61Q: 3 clusters Score -358175.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -358175.531250 Penalty: 847.498230
	Iteration 62F: 3 clusters Score -358175.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Entering Unmasked Estep 
Score: -59698.503906 Penalty: 344.759033
	Iteration 0F: 2 clusters Score -59698.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -58256.500000 Penalty: 689.518066
	Iteration 0F: 3 clusters Score -58256.5 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -58712.589844 Penalty: 689.518066
	Iteration 1F: 3 clusters Score -58712.59 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -58799.992188 Penalty: 689.518066
	Iteration 2F: 3 clusters Score -58799.99 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -58860.820312 Penalty: 689.518066
	Iteration 3F: 3 clusters Score -58860.82 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -58905.621094 Penalty: 689.518066
	Iteration 4Q: 3 clusters Score -58905.62 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -58947.855469 Penalty: 689.518066
	Iteration 5Q: 3 clusters Score -58947.86 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -59008.941406 Penalty: 689.518066
	Iteration 6Q: 3 clusters Score -59008.94 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -59080.035156 Penalty: 689.518066
	Iteration 7F: 3 clusters Score -59080.04 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59154.238281 Penalty: 689.518066
	Iteration 8Q: 3 clusters Score -59154.24 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59242.726562 Penalty: 689.518066
	Iteration 9Q: 3 clusters Score -59242.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -59308.804688 Penalty: 689.518066
	Iteration 10Q: 3 clusters Score -59308.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -59342.753906 Penalty: 689.518066
	Iteration 11Q: 3 clusters Score -59342.75 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -59366.488281 Penalty: 689.518066
	Iteration 12Q: 3 clusters Score -59366.49 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -59386.718750 Penalty: 689.518066
	Iteration 13Q: 3 clusters Score -59386.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -59397.878906 Penalty: 689.518066
	Iteration 14Q: 3 clusters Score -59397.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -59404.757812 Penalty: 689.518066
	Iteration 15Q: 3 clusters Score -59404.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59408.242188 Penalty: 689.518066
	Iteration 16Q: 3 clusters Score -59408.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -59411.246094 Penalty: 689.518066
	Iteration 17Q: 3 clusters Score -59411.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -59411.980469 Penalty: 689.518066
	Iteration 18Q: 3 clusters Score -59411.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59412.878906 Penalty: 689.518066
	Iteration 19Q: 3 clusters Score -59412.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59412.878906 Penalty: 689.518066
	Iteration 20F: 3 clusters Score -59412.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -75820.523438 Penalty: 358.953339
	Iteration 0F: 2 clusters Score -75820.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -73994.750000 Penalty: 717.906677
	Iteration 0F: 3 clusters Score -73994.75 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -74719.515625 Penalty: 717.906677
	Iteration 1F: 3 clusters Score -74719.52 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -74816.015625 Penalty: 717.906677
	Iteration 2F: 3 clusters Score -74816.02 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -74905.726562 Penalty: 717.906677
	Iteration 3F: 3 clusters Score -74905.73 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -74992.570312 Penalty: 717.906677
	Iteration 4Q: 3 clusters Score -74992.57 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -75070.031250 Penalty: 717.906677
	Iteration 5Q: 3 clusters Score -75070.03 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -75121.265625 Penalty: 717.906677
	Iteration 6Q: 3 clusters Score -75121.27 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -75167.406250 Penalty: 717.906677
	Iteration 7Q: 3 clusters Score -75167.41 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -75189.187500 Penalty: 717.906677
	Iteration 8Q: 3 clusters Score -75189.19 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -75202.171875 Penalty: 717.906677
	Iteration 9Q: 3 clusters Score -75202.17 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -75214.953125 Penalty: 717.906677
	Iteration 10Q: 3 clusters Score -75214.95 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -75225.492188 Penalty: 717.906677
	Iteration 11Q: 3 clusters Score -75225.49 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -75235.609375 Penalty: 717.906677
	Iteration 12Q: 3 clusters Score -75235.61 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -75244.906250 Penalty: 717.906677
	Iteration 13Q: 3 clusters Score -75244.91 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -75252.468750 Penalty: 717.906677
	Iteration 14Q: 3 clusters Score -75252.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -75256.898438 Penalty: 717.906677
	Iteration 15Q: 3 clusters Score -75256.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -75259.421875 Penalty: 717.906677
	Iteration 16Q: 3 clusters Score -75259.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -75262.421875 Penalty: 717.906677
	Iteration 17Q: 3 clusters Score -75262.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -75264.335938 Penalty: 717.906677
	Iteration 18Q: 3 clusters Score -75264.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -75266.039062 Penalty: 717.906677
	Iteration 19Q: 3 clusters Score -75266.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -75268.250000 Penalty: 717.906677
	Iteration 20F: 3 clusters Score -75268.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -75269.867188 Penalty: 717.906677
	Iteration 21Q: 3 clusters Score -75269.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -75269.984375 Penalty: 717.906677
	Iteration 22Q: 3 clusters Score -75269.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -75270.328125 Penalty: 717.906677
	Iteration 23Q: 3 clusters Score -75270.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -75270.578125 Penalty: 717.906677
	Iteration 24Q: 3 clusters Score -75270.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -75271.085938 Penalty: 717.906677
	Iteration 25Q: 3 clusters Score -75271.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -75271.320312 Penalty: 717.906677
	Iteration 26Q: 3 clusters Score -75271.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -75271.734375 Penalty: 717.906677
	Iteration 27Q: 3 clusters Score -75271.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -75272.203125 Penalty: 717.906677
	Iteration 28Q: 3 clusters Score -75272.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -75272.984375 Penalty: 717.906677
	Iteration 29Q: 3 clusters Score -75272.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -75274.218750 Penalty: 717.906677
	Iteration 30Q: 3 clusters Score -75274.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -75274.609375 Penalty: 717.906677
	Iteration 31Q: 3 clusters Score -75274.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -75274.781250 Penalty: 717.906677
	Iteration 32Q: 3 clusters Score -75274.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -75274.781250 Penalty: 717.906677
	Iteration 33F: 3 clusters Score -75274.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (20471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Entering Unmasked Estep 
Score: -668784.062500 Penalty: 451.667786
	Iteration 0F: 2 clusters Score -668784.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10180 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -655086.812500 Penalty: 903.335571
	Iteration 0F: 3 clusters Score -655086.8 nChanged 9748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -661054.937500 Penalty: 903.335571
	Iteration 1F: 3 clusters Score -661054.9 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -661588.187500 Penalty: 903.335571
	Iteration 2F: 3 clusters Score -661588.2 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -662104.000000 Penalty: 903.335571
	Iteration 3F: 3 clusters Score -662104 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -662473.312500 Penalty: 903.335571
	Iteration 4F: 3 clusters Score -662473.3 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -662737.937500 Penalty: 903.335571
	Iteration 5Q: 3 clusters Score -662737.9 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -662919.812500 Penalty: 903.335571
	Iteration 6Q: 3 clusters Score -662919.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -663052.937500 Penalty: 903.335571
	Iteration 7Q: 3 clusters Score -663052.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -663155.812500 Penalty: 903.335571
	Iteration 8Q: 3 clusters Score -663155.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -663235.812500 Penalty: 903.335571
	Iteration 9Q: 3 clusters Score -663235.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -663307.000000 Penalty: 903.335571
	Iteration 10Q: 3 clusters Score -663307 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -663380.500000 Penalty: 903.335571
	Iteration 11Q: 3 clusters Score -663380.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -663474.375000 Penalty: 903.335571
	Iteration 12Q: 3 clusters Score -663474.4 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -663610.062500 Penalty: 903.335571
	Iteration 13Q: 3 clusters Score -663610.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -663803.937500 Penalty: 903.335571
	Iteration 14Q: 3 clusters Score -663803.9 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -664094.000000 Penalty: 903.335571
	Iteration 15Q: 3 clusters Score -664094 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -664513.062500 Penalty: 903.335571
	Iteration 16Q: 3 clusters Score -664513.1 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -665083.875000 Penalty: 903.335571
	Iteration 17Q: 3 clusters Score -665083.9 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -665814.375000 Penalty: 903.335571
	Iteration 18F: 3 clusters Score -665814.4 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -666679.875000 Penalty: 903.335571
	Iteration 19F: 3 clusters Score -666679.9 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -667421.312500 Penalty: 903.335571
	Iteration 20F: 3 clusters Score -667421.3 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -667903.125000 Penalty: 903.335571
	Iteration 21Q: 3 clusters Score -667903.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -668150.750000 Penalty: 903.335571
	Iteration 22Q: 3 clusters Score -668150.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -668274.625000 Penalty: 903.335571
	Iteration 23Q: 3 clusters Score -668274.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -668334.562500 Penalty: 903.335571
	Iteration 24Q: 3 clusters Score -668334.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -668366.812500 Penalty: 903.335571
	Iteration 25Q: 3 clusters Score -668366.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -668378.437500 Penalty: 903.335571
	Iteration 26Q: 3 clusters Score -668378.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -668389.187500 Penalty: 903.335571
	Iteration 27Q: 3 clusters Score -668389.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -668394.250000 Penalty: 903.335571
	Iteration 28Q: 3 clusters Score -668394.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -668399.812500 Penalty: 903.335571
	Iteration 29Q: 3 clusters Score -668399.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -668404.062500 Penalty: 903.335571
	Iteration 30Q: 3 clusters Score -668404.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -668405.562500 Penalty: 903.335571
	Iteration 31Q: 3 clusters Score -668405.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -668406.312500 Penalty: 903.335571
	Iteration 32Q: 3 clusters Score -668406.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -668406.312500 Penalty: 903.335571
	Iteration 33F: 3 clusters Score -668406.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -4820.266602 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -4820.267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4507.854004 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -4507.854 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4601.219238 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -4601.219 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4626.803711 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -4626.804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4644.783691 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -4644.784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -4651.088379 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -4651.088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -4652.041016 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -4652.041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -4652.648926 Penalty: 496.434235
	Iteration 6Q: 3 clusters Score -4652.649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4653.374023 Penalty: 496.434235
	Iteration 7Q: 3 clusters Score -4653.374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -4653.374023 Penalty: 496.434235
	Iteration 8F: 3 clusters Score -4653.374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5911 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122984 members 
Mstep: Class 6 contains 7599 members 
Mstep: Class 7 contains 42481 members 
Mstep: Class 8 contains 5323 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11995 members 
Mstep: Class 13 contains 15823 members 
Mstep: Class 14 contains 64813 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9099 members 
Mstep: Class 17 contains 5318 members 
Mstep: Class 18 contains 11083 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732180.000000 Penalty: 13180.710938
Iteration 239Q: 23 clusters Score -1.573218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122984 members 
Mstep: Class 6 contains 7600 members 
Mstep: Class 7 contains 42488 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11995 members 
Mstep: Class 13 contains 15815 members 
Mstep: Class 14 contains 64812 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9099 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 11084 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732179.000000 Penalty: 13180.710938
Iteration 240F: 23 clusters Score -1.573218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122984 members 
Mstep: Class 6 contains 7601 members 
Mstep: Class 7 contains 42497 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11995 members 
Mstep: Class 13 contains 15805 members 
Mstep: Class 14 contains 64811 members 
Mstep: Class 15 contains 31757 members 
Mstep: Class 16 contains 9100 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 11084 members 
Mstep: Class 19 contains 1953 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732180.000000 Penalty: 13180.710938
Iteration 241Q: 23 clusters Score -1.573218e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147923 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122983 members 
Mstep: Class 6 contains 7602 members 
Mstep: Class 7 contains 42503 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11995 members 
Mstep: Class 13 contains 15800 members 
Mstep: Class 14 contains 64810 members 
Mstep: Class 15 contains 31756 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 5319 members 
Mstep: Class 18 contains 11082 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732174.000000 Penalty: 13180.710938
Iteration 242Q: 23 clusters Score -1.573217e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122986 members 
Mstep: Class 6 contains 7602 members 
Mstep: Class 7 contains 42506 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11996 members 
Mstep: Class 13 contains 15794 members 
Mstep: Class 14 contains 64811 members 
Mstep: Class 15 contains 31756 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 5320 members 
Mstep: Class 18 contains 11080 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732169.000000 Penalty: 13180.710938
Iteration 243Q: 23 clusters Score -1.573217e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147921 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5912 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122988 members 
Mstep: Class 6 contains 7602 members 
Mstep: Class 7 contains 42508 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 15788 members 
Mstep: Class 14 contains 64811 members 
Mstep: Class 15 contains 31756 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 11080 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732178.000000 Penalty: 13180.710938
Iteration 244Q: 23 clusters Score -1.573218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147922 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5911 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122990 members 
Mstep: Class 6 contains 7602 members 
Mstep: Class 7 contains 42511 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 15783 members 
Mstep: Class 14 contains 64811 members 
Mstep: Class 15 contains 31756 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 11080 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732175.000000 Penalty: 13180.710938
Iteration 245Q: 23 clusters Score -1.573218e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147924 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5910 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122992 members 
Mstep: Class 6 contains 7602 members 
Mstep: Class 7 contains 42513 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 15778 members 
Mstep: Class 14 contains 64811 members 
Mstep: Class 15 contains 31756 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 11080 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732166.000000 Penalty: 13180.710938
Iteration 246Q: 23 clusters Score -1.573217e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147925 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5909 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122993 members 
Mstep: Class 6 contains 7602 members 
Mstep: Class 7 contains 42515 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 64811 members 
Mstep: Class 15 contains 31756 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 11080 members 
Mstep: Class 19 contains 1954 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732173.000000 Penalty: 13180.710938
Iteration 247Q: 23 clusters Score -1.573217e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147925 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5907 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122993 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 42516 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 64811 members 
Mstep: Class 15 contains 31756 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 11079 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732170.000000 Penalty: 13180.710938
Iteration 248Q: 23 clusters Score -1.573217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147926 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5906 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122993 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 42517 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 64811 members 
Mstep: Class 15 contains 31756 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 11078 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732169.000000 Penalty: 13180.710938
Iteration 249Q: 23 clusters Score -1.573217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147927 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5906 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122993 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 42517 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 64810 members 
Mstep: Class 15 contains 31756 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 11078 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732167.000000 Penalty: 13180.710938
Iteration 250Q: 23 clusters Score -1.573217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147927 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5906 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122994 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 42517 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 64809 members 
Mstep: Class 15 contains 31756 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 11078 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732167.000000 Penalty: 13180.710938
Iteration 251Q: 23 clusters Score -1.573217e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147927 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5906 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122994 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 42517 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 64809 members 
Mstep: Class 15 contains 31756 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 11078 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 2668 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732167.000000 Penalty: 13180.710938
Iteration 252F: 23 clusters Score -1.573217e+07 nChanged 0
Entering ConstructFrom: 
Score: -15732167.000000 Penalty: 13180.710938
Entering ConstructFrom: 
Trying to split cluster 1 (147927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147927 members 
Entering Unmasked Estep 
Score: -4913929.500000 Penalty: 541.653564
	Iteration 0F: 2 clusters Score -4913930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74243 members 
Mstep: Class 2 contains 73684 members 
Entering Unmasked Estep 
Score: -4813980.000000 Penalty: 1083.307129
	Iteration 0F: 3 clusters Score -4813980 nChanged 72411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79914 members 
Mstep: Class 2 contains 68013 members 
Entering Unmasked Estep 
Score: -4859852.000000 Penalty: 1083.307129
	Iteration 1F: 3 clusters Score -4859852 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84378 members 
Mstep: Class 2 contains 63549 members 
Entering Unmasked Estep 
Score: -4863581.500000 Penalty: 1083.307129
	Iteration 2F: 3 clusters Score -4863582 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90702 members 
Mstep: Class 2 contains 57225 members 
Entering Unmasked Estep 
Score: -4869430.500000 Penalty: 1083.307129
	Iteration 3F: 3 clusters Score -4869430 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98019 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -4877037.000000 Penalty: 1083.307129
	Iteration 4F: 3 clusters Score -4877037 nChanged 9837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104692 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -4884555.000000 Penalty: 1083.307129
	Iteration 5F: 3 clusters Score -4884555 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109680 members 
Mstep: Class 2 contains 38247 members 
Entering Unmasked Estep 
Score: -4890097.500000 Penalty: 1083.307129
	Iteration 6F: 3 clusters Score -4890098 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113372 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -4893328.500000 Penalty: 1083.307129
	Iteration 7Q: 3 clusters Score -4893328 nChanged 4212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116704 members 
Mstep: Class 2 contains 31223 members 
Entering Unmasked Estep 
Score: -4895392.500000 Penalty: 1083.307129
	Iteration 8Q: 3 clusters Score -4895392 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119994 members 
Mstep: Class 2 contains 27933 members 
Entering Unmasked Estep 
Score: -4896965.500000 Penalty: 1083.307129
	Iteration 9Q: 3 clusters Score -4896966 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123308 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -4898646.500000 Penalty: 1083.307129
	Iteration 10Q: 3 clusters Score -4898646 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126540 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -4900356.000000 Penalty: 1083.307129
	Iteration 11Q: 3 clusters Score -4900356 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129626 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -4902169.000000 Penalty: 1083.307129
	Iteration 12Q: 3 clusters Score -4902169 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132464 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -4903841.500000 Penalty: 1083.307129
	Iteration 13Q: 3 clusters Score -4903842 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135041 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4905433.500000 Penalty: 1083.307129
	Iteration 14Q: 3 clusters Score -4905434 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137331 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -4906872.000000 Penalty: 1083.307129
	Iteration 15Q: 3 clusters Score -4906872 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139324 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -4908145.000000 Penalty: 1083.307129
	Iteration 16Q: 3 clusters Score -4908145 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140983 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -4909199.500000 Penalty: 1083.307129
	Iteration 17Q: 3 clusters Score -4909200 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142435 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -4910144.000000 Penalty: 1083.307129
	Iteration 18Q: 3 clusters Score -4910144 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143607 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -4910894.000000 Penalty: 1083.307129
	Iteration 19Q: 3 clusters Score -4910894 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144541 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -4911477.000000 Penalty: 1083.307129
	Iteration 20F: 3 clusters Score -4911477 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145343 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4912001.500000 Penalty: 1083.307129
	Iteration 21Q: 3 clusters Score -4912002 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145985 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4912389.000000 Penalty: 1083.307129
	Iteration 22Q: 3 clusters Score -4912389 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146474 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4912711.500000 Penalty: 1083.307129
	Iteration 23Q: 3 clusters Score -4912712 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146851 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4912922.500000 Penalty: 1083.307129
	Iteration 24Q: 3 clusters Score -4912922 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147141 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4913120.500000 Penalty: 1083.307129
	Iteration 25Q: 3 clusters Score -4913120 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147333 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -4913224.500000 Penalty: 1083.307129
	Iteration 26Q: 3 clusters Score -4913224 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147454 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -4913277.000000 Penalty: 1083.307129
	Iteration 27Q: 3 clusters Score -4913277 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147539 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4913319.000000 Penalty: 1083.307129
	Iteration 28Q: 3 clusters Score -4913319 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147598 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -4913354.500000 Penalty: 1083.307129
	Iteration 29Q: 3 clusters Score -4913354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147643 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -4913375.000000 Penalty: 1083.307129
	Iteration 30Q: 3 clusters Score -4913375 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147671 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -4913382.500000 Penalty: 1083.307129
	Iteration 31Q: 3 clusters Score -4913382 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147689 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -4913395.000000 Penalty: 1083.307129
	Iteration 32Q: 3 clusters Score -4913395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147709 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4913405.000000 Penalty: 1083.307129
	Iteration 33Q: 3 clusters Score -4913405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147716 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -4913412.500000 Penalty: 1083.307129
	Iteration 34Q: 3 clusters Score -4913412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147725 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -4913418.000000 Penalty: 1083.307129
	Iteration 35Q: 3 clusters Score -4913418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147737 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -4913424.000000 Penalty: 1083.307129
	Iteration 36Q: 3 clusters Score -4913424 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147744 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -4913431.000000 Penalty: 1083.307129
	Iteration 37Q: 3 clusters Score -4913431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147751 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -4913433.500000 Penalty: 1083.307129
	Iteration 38Q: 3 clusters Score -4913434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147757 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -4913435.500000 Penalty: 1083.307129
	Iteration 39Q: 3 clusters Score -4913436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147766 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -4913433.500000 Penalty: 1083.307129
	Iteration 40F: 3 clusters Score -4913434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147770 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -4913439.000000 Penalty: 1083.307129
	Iteration 41Q: 3 clusters Score -4913439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147771 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -4913440.500000 Penalty: 1083.307129
	Iteration 42Q: 3 clusters Score -4913440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147773 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4913443.500000 Penalty: 1083.307129
	Iteration 43Q: 3 clusters Score -4913444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147775 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -4913443.000000 Penalty: 1083.307129
	Iteration 44Q: 3 clusters Score -4913443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147777 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -4913444.000000 Penalty: 1083.307129
	Iteration 45Q: 3 clusters Score -4913444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147780 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4913448.000000 Penalty: 1083.307129
	Iteration 46Q: 3 clusters Score -4913448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147781 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4913449.000000 Penalty: 1083.307129
	Iteration 47Q: 3 clusters Score -4913449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147780 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4913449.500000 Penalty: 1083.307129
	Iteration 48Q: 3 clusters Score -4913450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147781 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4913449.000000 Penalty: 1083.307129
	Iteration 49Q: 3 clusters Score -4913449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147781 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -4913449.000000 Penalty: 1083.307129
	Iteration 50F: 3 clusters Score -4913449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Entering Unmasked Estep 
Score: -37937.589844 Penalty: 322.026154
	Iteration 0F: 2 clusters Score -37937.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -37009.445312 Penalty: 644.052307
	Iteration 0F: 3 clusters Score -37009.45 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -37297.730469 Penalty: 644.052307
	Iteration 1F: 3 clusters Score -37297.73 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -37366.300781 Penalty: 644.052307
	Iteration 2F: 3 clusters Score -37366.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -37414.425781 Penalty: 644.052307
	Iteration 3F: 3 clusters Score -37414.43 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -37441.160156 Penalty: 644.052307
	Iteration 4Q: 3 clusters Score -37441.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -37462.113281 Penalty: 644.052307
	Iteration 5Q: 3 clusters Score -37462.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -37475.929688 Penalty: 644.052307
	Iteration 6Q: 3 clusters Score -37475.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -37487.472656 Penalty: 644.052307
	Iteration 7Q: 3 clusters Score -37487.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -37501.781250 Penalty: 644.052307
	Iteration 8Q: 3 clusters Score -37501.78 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -37517.453125 Penalty: 644.052307
	Iteration 9Q: 3 clusters Score -37517.45 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -37529.175781 Penalty: 644.052307
	Iteration 10Q: 3 clusters Score -37529.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -37540.847656 Penalty: 644.052307
	Iteration 11Q: 3 clusters Score -37540.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -37546.511719 Penalty: 644.052307
	Iteration 12Q: 3 clusters Score -37546.51 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -37553.605469 Penalty: 644.052307
	Iteration 13Q: 3 clusters Score -37553.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -37563.703125 Penalty: 644.052307
	Iteration 14Q: 3 clusters Score -37563.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -37569.726562 Penalty: 644.052307
	Iteration 15Q: 3 clusters Score -37569.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -37578.660156 Penalty: 644.052307
	Iteration 16Q: 3 clusters Score -37578.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -37588.679688 Penalty: 644.052307
	Iteration 17Q: 3 clusters Score -37588.68 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -37601.695312 Penalty: 644.052307
	Iteration 18Q: 3 clusters Score -37601.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -37614.425781 Penalty: 644.052307
	Iteration 19Q: 3 clusters Score -37614.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -37621.394531 Penalty: 644.052307
	Iteration 20F: 3 clusters Score -37621.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -37625.015625 Penalty: 644.052307
	Iteration 21Q: 3 clusters Score -37625.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -37627.867188 Penalty: 644.052307
	Iteration 22Q: 3 clusters Score -37627.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -37631.585938 Penalty: 644.052307
	Iteration 23Q: 3 clusters Score -37631.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -37635.777344 Penalty: 644.052307
	Iteration 24Q: 3 clusters Score -37635.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -37638.210938 Penalty: 644.052307
	Iteration 25Q: 3 clusters Score -37638.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -37644.410156 Penalty: 644.052307
	Iteration 26Q: 3 clusters Score -37644.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -37649.648438 Penalty: 644.052307
	Iteration 27Q: 3 clusters Score -37649.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -37656.992188 Penalty: 644.052307
	Iteration 28Q: 3 clusters Score -37656.99 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -37661.632812 Penalty: 644.052307
	Iteration 29Q: 3 clusters Score -37661.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -37663.550781 Penalty: 644.052307
	Iteration 30Q: 3 clusters Score -37663.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -37665.558594 Penalty: 644.052307
	Iteration 31Q: 3 clusters Score -37665.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -37667.066406 Penalty: 644.052307
	Iteration 32Q: 3 clusters Score -37667.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -37668.378906 Penalty: 644.052307
	Iteration 33Q: 3 clusters Score -37668.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -37669.871094 Penalty: 644.052307
	Iteration 34Q: 3 clusters Score -37669.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -37670.152344 Penalty: 644.052307
	Iteration 35Q: 3 clusters Score -37670.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -37670.152344 Penalty: 644.052307
	Iteration 36F: 3 clusters Score -37670.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (5906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Entering Unmasked Estep 
Score: -175986.390625 Penalty: 395.109467
	Iteration 0F: 2 clusters Score -175986.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -172068.296875 Penalty: 790.218933
	Iteration 0F: 3 clusters Score -172068.3 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -173749.046875 Penalty: 790.218933
	Iteration 1F: 3 clusters Score -173749 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -174062.453125 Penalty: 790.218933
	Iteration 2F: 3 clusters Score -174062.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -174394.640625 Penalty: 790.218933
	Iteration 3F: 3 clusters Score -174394.6 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -174693.843750 Penalty: 790.218933
	Iteration 4F: 3 clusters Score -174693.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -174947.203125 Penalty: 790.218933
	Iteration 5F: 3 clusters Score -174947.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -175168.625000 Penalty: 790.218933
	Iteration 6Q: 3 clusters Score -175168.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -175322.437500 Penalty: 790.218933
	Iteration 7Q: 3 clusters Score -175322.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -175425.156250 Penalty: 790.218933
	Iteration 8Q: 3 clusters Score -175425.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -175508.203125 Penalty: 790.218933
	Iteration 9Q: 3 clusters Score -175508.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -175560.265625 Penalty: 790.218933
	Iteration 10Q: 3 clusters Score -175560.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -175594.625000 Penalty: 790.218933
	Iteration 11Q: 3 clusters Score -175594.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -175613.828125 Penalty: 790.218933
	Iteration 12Q: 3 clusters Score -175613.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -175622.750000 Penalty: 790.218933
	Iteration 13Q: 3 clusters Score -175622.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -175628.531250 Penalty: 790.218933
	Iteration 14Q: 3 clusters Score -175628.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -175631.968750 Penalty: 790.218933
	Iteration 15Q: 3 clusters Score -175632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -175634.406250 Penalty: 790.218933
	Iteration 16Q: 3 clusters Score -175634.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -175635.734375 Penalty: 790.218933
	Iteration 17Q: 3 clusters Score -175635.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -175635.734375 Penalty: 790.218933
	Iteration 18F: 3 clusters Score -175635.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -68580.070312 Penalty: 349.447998
	Iteration 0F: 2 clusters Score -68580.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -67009.289062 Penalty: 698.895996
	Iteration 0F: 3 clusters Score -67009.29 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -67519.523438 Penalty: 698.895996
	Iteration 1F: 3 clusters Score -67519.52 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -67636.601562 Penalty: 698.895996
	Iteration 2F: 3 clusters Score -67636.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -67738.976562 Penalty: 698.895996
	Iteration 3F: 3 clusters Score -67738.98 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -67803.492188 Penalty: 698.895996
	Iteration 4Q: 3 clusters Score -67803.49 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -67858.429688 Penalty: 698.895996
	Iteration 5F: 3 clusters Score -67858.43 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -67907.281250 Penalty: 698.895996
	Iteration 6Q: 3 clusters Score -67907.28 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -67961.148438 Penalty: 698.895996
	Iteration 7Q: 3 clusters Score -67961.15 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -68012.421875 Penalty: 698.895996
	Iteration 8Q: 3 clusters Score -68012.42 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -68069.109375 Penalty: 698.895996
	Iteration 9Q: 3 clusters Score -68069.11 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -68118.265625 Penalty: 698.895996
	Iteration 10Q: 3 clusters Score -68118.27 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -68160.945312 Penalty: 698.895996
	Iteration 11Q: 3 clusters Score -68160.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -68195.132812 Penalty: 698.895996
	Iteration 12Q: 3 clusters Score -68195.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -68228.625000 Penalty: 698.895996
	Iteration 13Q: 3 clusters Score -68228.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -68266.093750 Penalty: 698.895996
	Iteration 14Q: 3 clusters Score -68266.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -68293.921875 Penalty: 698.895996
	Iteration 15Q: 3 clusters Score -68293.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -68311.031250 Penalty: 698.895996
	Iteration 16Q: 3 clusters Score -68311.03 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -68318.828125 Penalty: 698.895996
	Iteration 17Q: 3 clusters Score -68318.83 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -68323.414062 Penalty: 698.895996
	Iteration 18Q: 3 clusters Score -68323.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -68324.531250 Penalty: 698.895996
	Iteration 19Q: 3 clusters Score -68324.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -68325.687500 Penalty: 698.895996
	Iteration 20F: 3 clusters Score -68325.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -68326.625000 Penalty: 698.895996
	Iteration 21Q: 3 clusters Score -68326.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -68327.320312 Penalty: 698.895996
	Iteration 22Q: 3 clusters Score -68327.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -68328.476562 Penalty: 698.895996
	Iteration 23Q: 3 clusters Score -68328.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -68331.070312 Penalty: 698.895996
	Iteration 24Q: 3 clusters Score -68331.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -68333.125000 Penalty: 698.895996
	Iteration 25Q: 3 clusters Score -68333.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -68335.875000 Penalty: 698.895996
	Iteration 26Q: 3 clusters Score -68335.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -68337.976562 Penalty: 698.895996
	Iteration 27Q: 3 clusters Score -68337.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -68339.062500 Penalty: 698.895996
	Iteration 28Q: 3 clusters Score -68339.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -68341.195312 Penalty: 698.895996
	Iteration 29Q: 3 clusters Score -68341.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -68344.398438 Penalty: 698.895996
	Iteration 30Q: 3 clusters Score -68344.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -68345.921875 Penalty: 698.895996
	Iteration 31Q: 3 clusters Score -68345.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -68347.101562 Penalty: 698.895996
	Iteration 32Q: 3 clusters Score -68347.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -68347.578125 Penalty: 698.895996
	Iteration 33Q: 3 clusters Score -68347.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -68348.375000 Penalty: 698.895996
	Iteration 34Q: 3 clusters Score -68348.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -68348.554688 Penalty: 698.895996
	Iteration 35Q: 3 clusters Score -68348.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -68348.710938 Penalty: 698.895996
	Iteration 36Q: 3 clusters Score -68348.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -68348.968750 Penalty: 698.895996
	Iteration 37Q: 3 clusters Score -68348.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -68348.968750 Penalty: 698.895996
	Iteration 38F: 3 clusters Score -68348.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (122994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122994 members 
Entering Unmasked Estep 
Score: -4040846.000000 Penalty: 533.255005
	Iteration 0F: 2 clusters Score -4040846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61305 members 
Mstep: Class 2 contains 61689 members 
Entering Unmasked Estep 
Score: -3957537.750000 Penalty: 1066.510010
	Iteration 0F: 3 clusters Score -3957538 nChanged 60265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51252 members 
Mstep: Class 2 contains 71742 members 
Entering Unmasked Estep 
Score: -3999449.250000 Penalty: 1066.510010
	Iteration 1F: 3 clusters Score -3999449 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 77649 members 
Entering Unmasked Estep 
Score: -4004310.000000 Penalty: 1066.510010
	Iteration 2F: 3 clusters Score -4004310 nChanged 8926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38821 members 
Mstep: Class 2 contains 84173 members 
Entering Unmasked Estep 
Score: -4009755.750000 Penalty: 1066.510010
	Iteration 3F: 3 clusters Score -4009756 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -4015415.750000 Penalty: 1066.510010
	Iteration 4F: 3 clusters Score -4015416 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 96469 members 
Entering Unmasked Estep 
Score: -4021161.000000 Penalty: 1066.510010
	Iteration 5F: 3 clusters Score -4021161 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 101386 members 
Entering Unmasked Estep 
Score: -4026426.750000 Penalty: 1066.510010
	Iteration 6Q: 3 clusters Score -4026427 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 104992 members 
Entering Unmasked Estep 
Score: -4030176.000000 Penalty: 1066.510010
	Iteration 7Q: 3 clusters Score -4030176 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 107688 members 
Entering Unmasked Estep 
Score: -4032579.000000 Penalty: 1066.510010
	Iteration 8Q: 3 clusters Score -4032579 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 109893 members 
Entering Unmasked Estep 
Score: -4034140.000000 Penalty: 1066.510010
	Iteration 9Q: 3 clusters Score -4034140 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 111841 members 
Entering Unmasked Estep 
Score: -4035320.500000 Penalty: 1066.510010
	Iteration 10Q: 3 clusters Score -4035320 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 113607 members 
Entering Unmasked Estep 
Score: -4036375.000000 Penalty: 1066.510010
	Iteration 11Q: 3 clusters Score -4036375 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 115171 members 
Entering Unmasked Estep 
Score: -4037273.000000 Penalty: 1066.510010
	Iteration 12Q: 3 clusters Score -4037273 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 116490 members 
Entering Unmasked Estep 
Score: -4037988.500000 Penalty: 1066.510010
	Iteration 13Q: 3 clusters Score -4037988 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 117549 members 
Entering Unmasked Estep 
Score: -4038565.750000 Penalty: 1066.510010
	Iteration 14Q: 3 clusters Score -4038566 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 118394 members 
Entering Unmasked Estep 
Score: -4039020.750000 Penalty: 1066.510010
	Iteration 15Q: 3 clusters Score -4039021 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 119122 members 
Entering Unmasked Estep 
Score: -4039370.750000 Penalty: 1066.510010
	Iteration 16Q: 3 clusters Score -4039371 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 119697 members 
Entering Unmasked Estep 
Score: -4039627.500000 Penalty: 1066.510010
	Iteration 17Q: 3 clusters Score -4039628 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 120165 members 
Entering Unmasked Estep 
Score: -4039838.750000 Penalty: 1066.510010
	Iteration 18Q: 3 clusters Score -4039839 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 120552 members 
Entering Unmasked Estep 
Score: -4040003.500000 Penalty: 1066.510010
	Iteration 19Q: 3 clusters Score -4040004 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 120847 members 
Entering Unmasked Estep 
Score: -4040153.750000 Penalty: 1066.510010
	Iteration 20F: 3 clusters Score -4040154 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 121077 members 
Entering Unmasked Estep 
Score: -4040269.000000 Penalty: 1066.510010
	Iteration 21Q: 3 clusters Score -4040269 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 121257 members 
Entering Unmasked Estep 
Score: -4040349.750000 Penalty: 1066.510010
	Iteration 22Q: 3 clusters Score -4040350 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 121416 members 
Entering Unmasked Estep 
Score: -4040394.500000 Penalty: 1066.510010
	Iteration 23Q: 3 clusters Score -4040394 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 121535 members 
Entering Unmasked Estep 
Score: -4040469.500000 Penalty: 1066.510010
	Iteration 24Q: 3 clusters Score -4040470 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 121644 members 
Entering Unmasked Estep 
Score: -4040511.250000 Penalty: 1066.510010
	Iteration 25Q: 3 clusters Score -4040511 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 121712 members 
Entering Unmasked Estep 
Score: -4040539.750000 Penalty: 1066.510010
	Iteration 26Q: 3 clusters Score -4040540 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 121763 members 
Entering Unmasked Estep 
Score: -4040550.000000 Penalty: 1066.510010
	Iteration 27Q: 3 clusters Score -4040550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 121786 members 
Entering Unmasked Estep 
Score: -4040549.250000 Penalty: 1066.510010
	Iteration 28Q: 3 clusters Score -4040549 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 121805 members 
Entering Unmasked Estep 
Score: -4040560.250000 Penalty: 1066.510010
	Iteration 29Q: 3 clusters Score -4040560 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 121830 members 
Entering Unmasked Estep 
Score: -4040572.500000 Penalty: 1066.510010
	Iteration 30Q: 3 clusters Score -4040572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 121861 members 
Entering Unmasked Estep 
Score: -4040576.250000 Penalty: 1066.510010
	Iteration 31Q: 3 clusters Score -4040576 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 121890 members 
Entering Unmasked Estep 
Score: -4040592.250000 Penalty: 1066.510010
	Iteration 32Q: 3 clusters Score -4040592 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 121909 members 
Entering Unmasked Estep 
Score: -4040604.750000 Penalty: 1066.510010
	Iteration 33Q: 3 clusters Score -4040605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 121934 members 
Entering Unmasked Estep 
Score: -4040606.250000 Penalty: 1066.510010
	Iteration 34Q: 3 clusters Score -4040606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 121953 members 
Entering Unmasked Estep 
Score: -4040606.500000 Penalty: 1066.510010
	Iteration 35Q: 3 clusters Score -4040606 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 121962 members 
Entering Unmasked Estep 
Score: -4040604.750000 Penalty: 1066.510010
	Iteration 36Q: 3 clusters Score -4040605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 121981 members 
Entering Unmasked Estep 
Score: -4040609.250000 Penalty: 1066.510010
	Iteration 37Q: 3 clusters Score -4040609 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 121994 members 
Entering Unmasked Estep 
Score: -4040612.750000 Penalty: 1066.510010
	Iteration 38Q: 3 clusters Score -4040613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 122001 members 
Entering Unmasked Estep 
Score: -4040612.000000 Penalty: 1066.510010
	Iteration 39Q: 3 clusters Score -4040612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 122010 members 
Entering Unmasked Estep 
Score: -4040621.500000 Penalty: 1066.510010
	Iteration 40F: 3 clusters Score -4040622 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 122012 members 
Entering Unmasked Estep 
Score: -4040628.000000 Penalty: 1066.510010
	Iteration 41Q: 3 clusters Score -4040628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 122018 members 
Entering Unmasked Estep 
Score: -4040625.000000 Penalty: 1066.510010
	Iteration 42Q: 3 clusters Score -4040625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 122020 members 
Entering Unmasked Estep 
Score: -4040627.500000 Penalty: 1066.510010
	Iteration 43Q: 3 clusters Score -4040628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 122026 members 
Entering Unmasked Estep 
Score: -4040629.500000 Penalty: 1066.510010
	Iteration 44Q: 3 clusters Score -4040630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 122029 members 
Entering Unmasked Estep 
Score: -4040626.500000 Penalty: 1066.510010
	Iteration 45Q: 3 clusters Score -4040626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 122033 members 
Entering Unmasked Estep 
Score: -4040629.250000 Penalty: 1066.510010
	Iteration 46Q: 3 clusters Score -4040629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 122037 members 
Entering Unmasked Estep 
Score: -4040628.000000 Penalty: 1066.510010
	Iteration 47Q: 3 clusters Score -4040628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 122041 members 
Entering Unmasked Estep 
Score: -4040631.250000 Penalty: 1066.510010
	Iteration 48Q: 3 clusters Score -4040631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 122045 members 
Entering Unmasked Estep 
Score: -4040627.500000 Penalty: 1066.510010
	Iteration 49Q: 3 clusters Score -4040628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 122049 members 
Entering Unmasked Estep 
Score: -4040629.250000 Penalty: 1066.510010
	Iteration 50Q: 3 clusters Score -4040629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 122052 members 
Entering Unmasked Estep 
Score: -4040631.500000 Penalty: 1066.510010
	Iteration 51Q: 3 clusters Score -4040632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 122057 members 
Entering Unmasked Estep 
Score: -4040629.000000 Penalty: 1066.510010
	Iteration 52Q: 3 clusters Score -4040629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 122064 members 
Entering Unmasked Estep 
Score: -4040628.750000 Penalty: 1066.510010
	Iteration 53Q: 3 clusters Score -4040629 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 122075 members 
Entering Unmasked Estep 
Score: -4040627.500000 Penalty: 1066.510010
	Iteration 54Q: 3 clusters Score -4040628 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 122088 members 
Entering Unmasked Estep 
Score: -4040631.250000 Penalty: 1066.510010
	Iteration 55Q: 3 clusters Score -4040631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 122089 members 
Entering Unmasked Estep 
Score: -4040634.500000 Penalty: 1066.510010
	Iteration 56Q: 3 clusters Score -4040634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 122093 members 
Entering Unmasked Estep 
Score: -4040630.750000 Penalty: 1066.510010
	Iteration 57Q: 3 clusters Score -4040631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 122096 members 
Entering Unmasked Estep 
Score: -4040631.250000 Penalty: 1066.510010
	Iteration 58Q: 3 clusters Score -4040631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 122097 members 
Entering Unmasked Estep 
Score: -4040632.250000 Penalty: 1066.510010
	Iteration 59Q: 3 clusters Score -4040632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 122099 members 
Entering Unmasked Estep 
Score: -4040630.750000 Penalty: 1066.510010
	Iteration 60F: 3 clusters Score -4040631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (7603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Entering Unmasked Estep 
Score: -234697.625000 Penalty: 406.601562
	Iteration 0F: 2 clusters Score -234697.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -229633.000000 Penalty: 813.203125
	Iteration 0F: 3 clusters Score -229633 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -231843.812500 Penalty: 813.203125
	Iteration 1F: 3 clusters Score -231843.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -232077.828125 Penalty: 813.203125
	Iteration 2F: 3 clusters Score -232077.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -232305.046875 Penalty: 813.203125
	Iteration 3F: 3 clusters Score -232305 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -232538.718750 Penalty: 813.203125
	Iteration 4F: 3 clusters Score -232538.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -232732.531250 Penalty: 813.203125
	Iteration 5Q: 3 clusters Score -232732.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -232952.546875 Penalty: 813.203125
	Iteration 6Q: 3 clusters Score -232952.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -233238.328125 Penalty: 813.203125
	Iteration 7F: 3 clusters Score -233238.3 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -233535.640625 Penalty: 813.203125
	Iteration 8Q: 3 clusters Score -233535.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -233839.906250 Penalty: 813.203125
	Iteration 9Q: 3 clusters Score -233839.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -234088.406250 Penalty: 813.203125
	Iteration 10Q: 3 clusters Score -234088.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -234231.359375 Penalty: 813.203125
	Iteration 11Q: 3 clusters Score -234231.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -234324.703125 Penalty: 813.203125
	Iteration 12Q: 3 clusters Score -234324.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -234382.312500 Penalty: 813.203125
	Iteration 13Q: 3 clusters Score -234382.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -234392.937500 Penalty: 813.203125
	Iteration 14Q: 3 clusters Score -234392.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -234399.421875 Penalty: 813.203125
	Iteration 15Q: 3 clusters Score -234399.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -234402.765625 Penalty: 813.203125
	Iteration 16Q: 3 clusters Score -234402.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -234406.093750 Penalty: 813.203125
	Iteration 17Q: 3 clusters Score -234406.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -234407.515625 Penalty: 813.203125
	Iteration 18Q: 3 clusters Score -234407.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -234408.203125 Penalty: 813.203125
	Iteration 19Q: 3 clusters Score -234408.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -234408.718750 Penalty: 813.203125
	Iteration 20F: 3 clusters Score -234408.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (42517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Entering Unmasked Estep 
Score: -1323343.500000 Penalty: 484.923523
	Iteration 0F: 2 clusters Score -1323344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21154 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -1294892.625000 Penalty: 969.847046
	Iteration 0F: 3 clusters Score -1294893 nChanged 20459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -1306933.750000 Penalty: 969.847046
	Iteration 1F: 3 clusters Score -1306934 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 23477 members 
Entering Unmasked Estep 
Score: -1307536.375000 Penalty: 969.847046
	Iteration 2Q: 3 clusters Score -1307536 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -1308350.125000 Penalty: 969.847046
	Iteration 3Q: 3 clusters Score -1308350 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -1309575.125000 Penalty: 969.847046
	Iteration 4F: 3 clusters Score -1309575 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15251 members 
Mstep: Class 2 contains 27266 members 
Entering Unmasked Estep 
Score: -1311309.375000 Penalty: 969.847046
	Iteration 5F: 3 clusters Score -1311309 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -1313390.750000 Penalty: 969.847046
	Iteration 6F: 3 clusters Score -1313391 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -1315298.125000 Penalty: 969.847046
	Iteration 7F: 3 clusters Score -1315298 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 32048 members 
Entering Unmasked Estep 
Score: -1316725.125000 Penalty: 969.847046
	Iteration 8Q: 3 clusters Score -1316725 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -1317695.375000 Penalty: 969.847046
	Iteration 9Q: 3 clusters Score -1317695 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -1318344.875000 Penalty: 969.847046
	Iteration 10Q: 3 clusters Score -1318345 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -1318898.500000 Penalty: 969.847046
	Iteration 11Q: 3 clusters Score -1318898 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -1319387.250000 Penalty: 969.847046
	Iteration 12Q: 3 clusters Score -1319387 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -1319891.875000 Penalty: 969.847046
	Iteration 13Q: 3 clusters Score -1319892 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 38311 members 
Entering Unmasked Estep 
Score: -1320486.250000 Penalty: 969.847046
	Iteration 14Q: 3 clusters Score -1320486 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 39283 members 
Entering Unmasked Estep 
Score: -1321086.875000 Penalty: 969.847046
	Iteration 15Q: 3 clusters Score -1321087 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -1321583.500000 Penalty: 969.847046
	Iteration 16Q: 3 clusters Score -1321584 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
Score: -1321989.625000 Penalty: 969.847046
	Iteration 17Q: 3 clusters Score -1321990 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 41244 members 
Entering Unmasked Estep 
Score: -1322303.375000 Penalty: 969.847046
	Iteration 18Q: 3 clusters Score -1322303 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -1322503.500000 Penalty: 969.847046
	Iteration 19Q: 3 clusters Score -1322504 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 41830 members 
Entering Unmasked Estep 
Score: -1322659.250000 Penalty: 969.847046
	Iteration 20F: 3 clusters Score -1322659 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -1322758.625000 Penalty: 969.847046
	Iteration 21Q: 3 clusters Score -1322759 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -1322825.250000 Penalty: 969.847046
	Iteration 22Q: 3 clusters Score -1322825 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -1322868.000000 Penalty: 969.847046
	Iteration 23Q: 3 clusters Score -1322868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -1322888.000000 Penalty: 969.847046
	Iteration 24Q: 3 clusters Score -1322888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -1322898.875000 Penalty: 969.847046
	Iteration 25Q: 3 clusters Score -1322899 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 42244 members 
Entering Unmasked Estep 
Score: -1322913.250000 Penalty: 969.847046
	Iteration 26Q: 3 clusters Score -1322913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -1322928.250000 Penalty: 969.847046
	Iteration 27Q: 3 clusters Score -1322928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -1322934.125000 Penalty: 969.847046
	Iteration 28Q: 3 clusters Score -1322934 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -1322944.125000 Penalty: 969.847046
	Iteration 29Q: 3 clusters Score -1322944 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -1322950.500000 Penalty: 969.847046
	Iteration 30Q: 3 clusters Score -1322950 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 42314 members 
Entering Unmasked Estep 
Score: -1322956.625000 Penalty: 969.847046
	Iteration 31Q: 3 clusters Score -1322957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 42317 members 
Entering Unmasked Estep 
Score: -1322959.875000 Penalty: 969.847046
	Iteration 32Q: 3 clusters Score -1322960 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -1322959.250000 Penalty: 969.847046
	Iteration 33Q: 3 clusters Score -1322959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -1322959.250000 Penalty: 969.847046
	Iteration 34F: 3 clusters Score -1322959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Entering Unmasked Estep 
Score: -176777.750000 Penalty: 390.363434
	Iteration 0F: 2 clusters Score -176777.8 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 2676 members 
Entering Unmasked Estep 
Score: -173164.234375 Penalty: 780.726868
	Iteration 0F: 3 clusters Score -173164.2 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -174554.421875 Penalty: 780.726868
	Iteration 1F: 3 clusters Score -174554.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -174760.968750 Penalty: 780.726868
	Iteration 2F: 3 clusters Score -174761 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -174956.953125 Penalty: 780.726868
	Iteration 3F: 3 clusters Score -174957 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -175134.937500 Penalty: 780.726868
	Iteration 4F: 3 clusters Score -175134.9 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -175299.843750 Penalty: 780.726868
	Iteration 5F: 3 clusters Score -175299.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -175455.515625 Penalty: 780.726868
	Iteration 6Q: 3 clusters Score -175455.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -175613.062500 Penalty: 780.726868
	Iteration 7Q: 3 clusters Score -175613.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -175795.421875 Penalty: 780.726868
	Iteration 8Q: 3 clusters Score -175795.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -176000.218750 Penalty: 780.726868
	Iteration 9Q: 3 clusters Score -176000.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -176162.109375 Penalty: 780.726868
	Iteration 10Q: 3 clusters Score -176162.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -176248.265625 Penalty: 780.726868
	Iteration 11Q: 3 clusters Score -176248.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -176285.000000 Penalty: 780.726868
	Iteration 12Q: 3 clusters Score -176285 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -176298.828125 Penalty: 780.726868
	Iteration 13Q: 3 clusters Score -176298.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -176305.640625 Penalty: 780.726868
	Iteration 14Q: 3 clusters Score -176305.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -176312.546875 Penalty: 780.726868
	Iteration 15Q: 3 clusters Score -176312.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -176319.390625 Penalty: 780.726868
	Iteration 16Q: 3 clusters Score -176319.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -176325.031250 Penalty: 780.726868
	Iteration 17Q: 3 clusters Score -176325 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -176332.406250 Penalty: 780.726868
	Iteration 18Q: 3 clusters Score -176332.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -176338.031250 Penalty: 780.726868
	Iteration 19Q: 3 clusters Score -176338 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -176344.921875 Penalty: 780.726868
	Iteration 20F: 3 clusters Score -176344.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -176351.796875 Penalty: 780.726868
	Iteration 21Q: 3 clusters Score -176351.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -176363.171875 Penalty: 780.726868
	Iteration 22Q: 3 clusters Score -176363.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -176374.234375 Penalty: 780.726868
	Iteration 23Q: 3 clusters Score -176374.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -176381.984375 Penalty: 780.726868
	Iteration 24Q: 3 clusters Score -176382 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -176389.031250 Penalty: 780.726868
	Iteration 25Q: 3 clusters Score -176389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -176397.531250 Penalty: 780.726868
	Iteration 26Q: 3 clusters Score -176397.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -176403.625000 Penalty: 780.726868
	Iteration 27Q: 3 clusters Score -176403.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -176409.203125 Penalty: 780.726868
	Iteration 28Q: 3 clusters Score -176409.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -176413.859375 Penalty: 780.726868
	Iteration 29Q: 3 clusters Score -176413.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -176419.781250 Penalty: 780.726868
	Iteration 30Q: 3 clusters Score -176419.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -176421.562500 Penalty: 780.726868
	Iteration 31Q: 3 clusters Score -176421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -176422.250000 Penalty: 780.726868
	Iteration 32Q: 3 clusters Score -176422.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -176423.218750 Penalty: 780.726868
	Iteration 33Q: 3 clusters Score -176423.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -176424.328125 Penalty: 780.726868
	Iteration 34Q: 3 clusters Score -176424.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -176424.562500 Penalty: 780.726868
	Iteration 35Q: 3 clusters Score -176424.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -176425.281250 Penalty: 780.726868
	Iteration 36Q: 3 clusters Score -176425.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -176425.656250 Penalty: 780.726868
	Iteration 37Q: 3 clusters Score -176425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -176425.656250 Penalty: 780.726868
	Iteration 38Q: 3 clusters Score -176425.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -176425.859375 Penalty: 780.726868
	Iteration 39Q: 3 clusters Score -176425.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -176426.437500 Penalty: 780.726868
	Iteration 40F: 3 clusters Score -176426.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -176426.781250 Penalty: 780.726868
	Iteration 41Q: 3 clusters Score -176426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -176426.781250 Penalty: 780.726868
	Iteration 42Q: 3 clusters Score -176426.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -176426.781250 Penalty: 780.726868
	Iteration 43F: 3 clusters Score -176426.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (4959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Entering Unmasked Estep 
Score: -163118.968750 Penalty: 387.157684
	Iteration 0F: 2 clusters Score -163119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -159758.453125 Penalty: 774.315369
	Iteration 0F: 3 clusters Score -159758.5 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -161219.953125 Penalty: 774.315369
	Iteration 1F: 3 clusters Score -161220 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -161478.781250 Penalty: 774.315369
	Iteration 2F: 3 clusters Score -161478.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -161700.312500 Penalty: 774.315369
	Iteration 3F: 3 clusters Score -161700.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -161905.625000 Penalty: 774.315369
	Iteration 4F: 3 clusters Score -161905.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -162109.859375 Penalty: 774.315369
	Iteration 5F: 3 clusters Score -162109.9 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -162314.437500 Penalty: 774.315369
	Iteration 6Q: 3 clusters Score -162314.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -162504.078125 Penalty: 774.315369
	Iteration 7Q: 3 clusters Score -162504.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -162623.625000 Penalty: 774.315369
	Iteration 8Q: 3 clusters Score -162623.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -162689.406250 Penalty: 774.315369
	Iteration 9Q: 3 clusters Score -162689.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -162728.171875 Penalty: 774.315369
	Iteration 10Q: 3 clusters Score -162728.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -162766.437500 Penalty: 774.315369
	Iteration 11Q: 3 clusters Score -162766.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -162805.203125 Penalty: 774.315369
	Iteration 12Q: 3 clusters Score -162805.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -162863.625000 Penalty: 774.315369
	Iteration 13Q: 3 clusters Score -162863.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -162916.937500 Penalty: 774.315369
	Iteration 14Q: 3 clusters Score -162916.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -162949.484375 Penalty: 774.315369
	Iteration 15Q: 3 clusters Score -162949.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -162969.109375 Penalty: 774.315369
	Iteration 16Q: 3 clusters Score -162969.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -162980.296875 Penalty: 774.315369
	Iteration 17Q: 3 clusters Score -162980.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -162990.343750 Penalty: 774.315369
	Iteration 18Q: 3 clusters Score -162990.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -162997.687500 Penalty: 774.315369
	Iteration 19Q: 3 clusters Score -162997.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -163001.937500 Penalty: 774.315369
	Iteration 20F: 3 clusters Score -163001.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -163004.000000 Penalty: 774.315369
	Iteration 21Q: 3 clusters Score -163004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -163004.921875 Penalty: 774.315369
	Iteration 22Q: 3 clusters Score -163004.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -163005.312500 Penalty: 774.315369
	Iteration 23Q: 3 clusters Score -163005.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -163005.562500 Penalty: 774.315369
	Iteration 24Q: 3 clusters Score -163005.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -163005.515625 Penalty: 774.315369
	Iteration 25Q: 3 clusters Score -163005.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -163005.734375 Penalty: 774.315369
	Iteration 26Q: 3 clusters Score -163005.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -163005.578125 Penalty: 774.315369
	Iteration 27Q: 3 clusters Score -163005.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -163005.578125 Penalty: 774.315369
	Iteration 28F: 3 clusters Score -163005.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Entering Unmasked Estep 
Score: -24785.662109 Penalty: 305.660126
	Iteration 0F: 2 clusters Score -24785.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -24085.503906 Penalty: 611.320251
	Iteration 0F: 3 clusters Score -24085.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -24245.582031 Penalty: 611.320251
	Iteration 1F: 3 clusters Score -24245.58 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -24298.425781 Penalty: 611.320251
	Iteration 2F: 3 clusters Score -24298.43 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -24327.710938 Penalty: 611.320251
	Iteration 3F: 3 clusters Score -24327.71 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -24352.867188 Penalty: 611.320251
	Iteration 4Q: 3 clusters Score -24352.87 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -24369.884766 Penalty: 611.320251
	Iteration 5Q: 3 clusters Score -24369.88 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -24380.992188 Penalty: 611.320251
	Iteration 6Q: 3 clusters Score -24380.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -24391.291016 Penalty: 611.320251
	Iteration 7Q: 3 clusters Score -24391.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -24400.939453 Penalty: 611.320251
	Iteration 8Q: 3 clusters Score -24400.94 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -24416.609375 Penalty: 611.320251
	Iteration 9Q: 3 clusters Score -24416.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -24434.298828 Penalty: 611.320251
	Iteration 10Q: 3 clusters Score -24434.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24444.488281 Penalty: 611.320251
	Iteration 11Q: 3 clusters Score -24444.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24456.140625 Penalty: 611.320251
	Iteration 12Q: 3 clusters Score -24456.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -24464.800781 Penalty: 611.320251
	Iteration 13Q: 3 clusters Score -24464.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -24478.072266 Penalty: 611.320251
	Iteration 14Q: 3 clusters Score -24478.07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -24487.289062 Penalty: 611.320251
	Iteration 15Q: 3 clusters Score -24487.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -24497.572266 Penalty: 611.320251
	Iteration 16Q: 3 clusters Score -24497.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24509.199219 Penalty: 611.320251
	Iteration 17Q: 3 clusters Score -24509.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -24519.099609 Penalty: 611.320251
	Iteration 18Q: 3 clusters Score -24519.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24525.962891 Penalty: 611.320251
	Iteration 19Q: 3 clusters Score -24525.96 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -24534.287109 Penalty: 611.320251
	Iteration 20F: 3 clusters Score -24534.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -24546.984375 Penalty: 611.320251
	Iteration 21Q: 3 clusters Score -24546.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -24555.726562 Penalty: 611.320251
	Iteration 22Q: 3 clusters Score -24555.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -24559.251953 Penalty: 611.320251
	Iteration 23Q: 3 clusters Score -24559.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -24562.320312 Penalty: 611.320251
	Iteration 24Q: 3 clusters Score -24562.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -24563.195312 Penalty: 611.320251
	Iteration 25Q: 3 clusters Score -24563.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -24563.531250 Penalty: 611.320251
	Iteration 26Q: 3 clusters Score -24563.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -24563.531250 Penalty: 611.320251
	Iteration 27F: 3 clusters Score -24563.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (6518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Entering Unmasked Estep 
Score: -198566.953125 Penalty: 399.595703
	Iteration 0F: 2 clusters Score -198567 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -194171.000000 Penalty: 799.191406
	Iteration 0F: 3 clusters Score -194171 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -195962.953125 Penalty: 799.191406
	Iteration 1F: 3 clusters Score -195963 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -196342.828125 Penalty: 799.191406
	Iteration 2F: 3 clusters Score -196342.8 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -196812.234375 Penalty: 799.191406
	Iteration 3F: 3 clusters Score -196812.2 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -197240.500000 Penalty: 799.191406
	Iteration 4F: 3 clusters Score -197240.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -197533.281250 Penalty: 799.191406
	Iteration 5F: 3 clusters Score -197533.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -197743.843750 Penalty: 799.191406
	Iteration 6Q: 3 clusters Score -197743.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -197905.953125 Penalty: 799.191406
	Iteration 7Q: 3 clusters Score -197906 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -198018.078125 Penalty: 799.191406
	Iteration 8Q: 3 clusters Score -198018.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -198068.265625 Penalty: 799.191406
	Iteration 9Q: 3 clusters Score -198068.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -198120.359375 Penalty: 799.191406
	Iteration 10Q: 3 clusters Score -198120.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -198163.437500 Penalty: 799.191406
	Iteration 11Q: 3 clusters Score -198163.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -198189.281250 Penalty: 799.191406
	Iteration 12Q: 3 clusters Score -198189.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -198207.343750 Penalty: 799.191406
	Iteration 13Q: 3 clusters Score -198207.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -198218.546875 Penalty: 799.191406
	Iteration 14Q: 3 clusters Score -198218.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -198238.656250 Penalty: 799.191406
	Iteration 15Q: 3 clusters Score -198238.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -198256.703125 Penalty: 799.191406
	Iteration 16Q: 3 clusters Score -198256.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -198266.906250 Penalty: 799.191406
	Iteration 17Q: 3 clusters Score -198266.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -198274.046875 Penalty: 799.191406
	Iteration 18Q: 3 clusters Score -198274 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -198278.406250 Penalty: 799.191406
	Iteration 19Q: 3 clusters Score -198278.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -198282.796875 Penalty: 799.191406
	Iteration 20F: 3 clusters Score -198282.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -198285.718750 Penalty: 799.191406
	Iteration 21Q: 3 clusters Score -198285.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -198289.750000 Penalty: 799.191406
	Iteration 22Q: 3 clusters Score -198289.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -198290.484375 Penalty: 799.191406
	Iteration 23Q: 3 clusters Score -198290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -198290.718750 Penalty: 799.191406
	Iteration 24Q: 3 clusters Score -198290.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -198290.718750 Penalty: 799.191406
	Iteration 25F: 3 clusters Score -198290.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Entering Unmasked Estep 
Score: -404017.750000 Penalty: 427.358521
	Iteration 0F: 2 clusters Score -404017.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -396040.750000 Penalty: 854.717041
	Iteration 0F: 3 clusters Score -396040.8 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -399738.687500 Penalty: 854.717041
	Iteration 1F: 3 clusters Score -399738.7 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -400432.343750 Penalty: 854.717041
	Iteration 2F: 3 clusters Score -400432.3 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -401317.843750 Penalty: 854.717041
	Iteration 3F: 3 clusters Score -401317.8 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -402101.500000 Penalty: 854.717041
	Iteration 4F: 3 clusters Score -402101.5 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -402595.593750 Penalty: 854.717041
	Iteration 5F: 3 clusters Score -402595.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -402791.562500 Penalty: 854.717041
	Iteration 6Q: 3 clusters Score -402791.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -402869.156250 Penalty: 854.717041
	Iteration 7Q: 3 clusters Score -402869.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -402912.062500 Penalty: 854.717041
	Iteration 8Q: 3 clusters Score -402912.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -402961.031250 Penalty: 854.717041
	Iteration 9Q: 3 clusters Score -402961 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -403000.781250 Penalty: 854.717041
	Iteration 10Q: 3 clusters Score -403000.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -403036.468750 Penalty: 854.717041
	Iteration 11Q: 3 clusters Score -403036.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -403060.000000 Penalty: 854.717041
	Iteration 12Q: 3 clusters Score -403060 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -403077.000000 Penalty: 854.717041
	Iteration 13Q: 3 clusters Score -403077 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -403093.875000 Penalty: 854.717041
	Iteration 14Q: 3 clusters Score -403093.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -403114.875000 Penalty: 854.717041
	Iteration 15Q: 3 clusters Score -403114.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -403140.093750 Penalty: 854.717041
	Iteration 16Q: 3 clusters Score -403140.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -403165.187500 Penalty: 854.717041
	Iteration 17Q: 3 clusters Score -403165.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -403178.843750 Penalty: 854.717041
	Iteration 18Q: 3 clusters Score -403178.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -403192.625000 Penalty: 854.717041
	Iteration 19Q: 3 clusters Score -403192.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -403209.281250 Penalty: 854.717041
	Iteration 20F: 3 clusters Score -403209.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -403228.750000 Penalty: 854.717041
	Iteration 21Q: 3 clusters Score -403228.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -403244.375000 Penalty: 854.717041
	Iteration 22Q: 3 clusters Score -403244.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -403264.125000 Penalty: 854.717041
	Iteration 23Q: 3 clusters Score -403264.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -403290.218750 Penalty: 854.717041
	Iteration 24Q: 3 clusters Score -403290.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -403313.937500 Penalty: 854.717041
	Iteration 25Q: 3 clusters Score -403313.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -403340.187500 Penalty: 854.717041
	Iteration 26Q: 3 clusters Score -403340.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -403361.000000 Penalty: 854.717041
	Iteration 27Q: 3 clusters Score -403361 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -403371.031250 Penalty: 854.717041
	Iteration 28Q: 3 clusters Score -403371 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -403383.812500 Penalty: 854.717041
	Iteration 29Q: 3 clusters Score -403383.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -403399.468750 Penalty: 854.717041
	Iteration 30Q: 3 clusters Score -403399.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -403415.281250 Penalty: 854.717041
	Iteration 31Q: 3 clusters Score -403415.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -403431.812500 Penalty: 854.717041
	Iteration 32Q: 3 clusters Score -403431.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -403446.750000 Penalty: 854.717041
	Iteration 33Q: 3 clusters Score -403446.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -403464.218750 Penalty: 854.717041
	Iteration 34Q: 3 clusters Score -403464.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -403481.343750 Penalty: 854.717041
	Iteration 35Q: 3 clusters Score -403481.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -403499.562500 Penalty: 854.717041
	Iteration 36Q: 3 clusters Score -403499.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -403515.656250 Penalty: 854.717041
	Iteration 37Q: 3 clusters Score -403515.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -403529.906250 Penalty: 854.717041
	Iteration 38Q: 3 clusters Score -403529.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -403549.312500 Penalty: 854.717041
	Iteration 39Q: 3 clusters Score -403549.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -403569.218750 Penalty: 854.717041
	Iteration 40F: 3 clusters Score -403569.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -403587.062500 Penalty: 854.717041
	Iteration 41Q: 3 clusters Score -403587.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -403599.625000 Penalty: 854.717041
	Iteration 42Q: 3 clusters Score -403599.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -403607.000000 Penalty: 854.717041
	Iteration 43Q: 3 clusters Score -403607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -403613.562500 Penalty: 854.717041
	Iteration 44Q: 3 clusters Score -403613.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -403621.875000 Penalty: 854.717041
	Iteration 45Q: 3 clusters Score -403621.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -403627.750000 Penalty: 854.717041
	Iteration 46Q: 3 clusters Score -403627.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -403631.781250 Penalty: 854.717041
	Iteration 47Q: 3 clusters Score -403631.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -403634.031250 Penalty: 854.717041
	Iteration 48Q: 3 clusters Score -403634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -403635.156250 Penalty: 854.717041
	Iteration 49Q: 3 clusters Score -403635.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -403639.312500 Penalty: 854.717041
	Iteration 50Q: 3 clusters Score -403639.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -403643.593750 Penalty: 854.717041
	Iteration 51Q: 3 clusters Score -403643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -403648.625000 Penalty: 854.717041
	Iteration 52Q: 3 clusters Score -403648.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -403650.781250 Penalty: 854.717041
	Iteration 53Q: 3 clusters Score -403650.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -403651.687500 Penalty: 854.717041
	Iteration 54Q: 3 clusters Score -403651.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -403652.437500 Penalty: 854.717041
	Iteration 55Q: 3 clusters Score -403652.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -403653.437500 Penalty: 854.717041
	Iteration 56Q: 3 clusters Score -403653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 11684 members 
Entering Unmasked Estep 
Score: -403654.093750 Penalty: 854.717041
	Iteration 57Q: 3 clusters Score -403654.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -403655.531250 Penalty: 854.717041
	Iteration 58Q: 3 clusters Score -403655.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -403657.937500 Penalty: 854.717041
	Iteration 59Q: 3 clusters Score -403657.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -403659.437500 Penalty: 854.717041
	Iteration 60F: 3 clusters Score -403659.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -403661.187500 Penalty: 854.717041
	Iteration 61Q: 3 clusters Score -403661.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -403662.250000 Penalty: 854.717041
	Iteration 62Q: 3 clusters Score -403662.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -403667.031250 Penalty: 854.717041
	Iteration 63Q: 3 clusters Score -403667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -403673.937500 Penalty: 854.717041
	Iteration 64Q: 3 clusters Score -403673.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -403678.906250 Penalty: 854.717041
	Iteration 65Q: 3 clusters Score -403678.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -403680.812500 Penalty: 854.717041
	Iteration 66Q: 3 clusters Score -403680.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -403682.750000 Penalty: 854.717041
	Iteration 67Q: 3 clusters Score -403682.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -403687.531250 Penalty: 854.717041
	Iteration 68Q: 3 clusters Score -403687.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -403689.875000 Penalty: 854.717041
	Iteration 69Q: 3 clusters Score -403689.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -403692.437500 Penalty: 854.717041
	Iteration 70Q: 3 clusters Score -403692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -403693.781250 Penalty: 854.717041
	Iteration 71Q: 3 clusters Score -403693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -403695.250000 Penalty: 854.717041
	Iteration 72Q: 3 clusters Score -403695.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -403697.718750 Penalty: 854.717041
	Iteration 73Q: 3 clusters Score -403697.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -403699.875000 Penalty: 854.717041
	Iteration 74Q: 3 clusters Score -403699.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -403699.937500 Penalty: 854.717041
	Iteration 75Q: 3 clusters Score -403699.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -403699.593750 Penalty: 854.717041
	Iteration 76Q: 3 clusters Score -403699.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -403699.593750 Penalty: 854.717041
	Iteration 77F: 3 clusters Score -403699.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (15775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Entering Unmasked Estep 
Score: -453836.375000 Penalty: 439.811249
	Iteration 0F: 2 clusters Score -453836.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -443283.375000 Penalty: 879.622498
	Iteration 0F: 3 clusters Score -443283.4 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -447937.593750 Penalty: 879.622498
	Iteration 1F: 3 clusters Score -447937.6 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -448503.937500 Penalty: 879.622498
	Iteration 2F: 3 clusters Score -448503.9 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -449208.156250 Penalty: 879.622498
	Iteration 3F: 3 clusters Score -449208.2 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -449982.218750 Penalty: 879.622498
	Iteration 4F: 3 clusters Score -449982.2 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -450657.687500 Penalty: 879.622498
	Iteration 5F: 3 clusters Score -450657.7 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -451011.968750 Penalty: 879.622498
	Iteration 6Q: 3 clusters Score -451012 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -451209.906250 Penalty: 879.622498
	Iteration 7Q: 3 clusters Score -451209.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -451327.031250 Penalty: 879.622498
	Iteration 8Q: 3 clusters Score -451327 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -451411.562500 Penalty: 879.622498
	Iteration 9Q: 3 clusters Score -451411.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -451477.375000 Penalty: 879.622498
	Iteration 10Q: 3 clusters Score -451477.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -451544.875000 Penalty: 879.622498
	Iteration 11Q: 3 clusters Score -451544.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -451603.750000 Penalty: 879.622498
	Iteration 12Q: 3 clusters Score -451603.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -451644.812500 Penalty: 879.622498
	Iteration 13Q: 3 clusters Score -451644.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -451686.312500 Penalty: 879.622498
	Iteration 14Q: 3 clusters Score -451686.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -451727.093750 Penalty: 879.622498
	Iteration 15Q: 3 clusters Score -451727.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -451763.000000 Penalty: 879.622498
	Iteration 16Q: 3 clusters Score -451763 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -451797.125000 Penalty: 879.622498
	Iteration 17Q: 3 clusters Score -451797.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -451828.468750 Penalty: 879.622498
	Iteration 18Q: 3 clusters Score -451828.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -451856.437500 Penalty: 879.622498
	Iteration 19Q: 3 clusters Score -451856.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -451883.687500 Penalty: 879.622498
	Iteration 20F: 3 clusters Score -451883.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -451907.000000 Penalty: 879.622498
	Iteration 21Q: 3 clusters Score -451907 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -451932.875000 Penalty: 879.622498
	Iteration 22Q: 3 clusters Score -451932.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -451959.031250 Penalty: 879.622498
	Iteration 23Q: 3 clusters Score -451959 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -451984.781250 Penalty: 879.622498
	Iteration 24Q: 3 clusters Score -451984.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -452011.875000 Penalty: 879.622498
	Iteration 25Q: 3 clusters Score -452011.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -452042.281250 Penalty: 879.622498
	Iteration 26Q: 3 clusters Score -452042.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -452082.062500 Penalty: 879.622498
	Iteration 27Q: 3 clusters Score -452082.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -452119.250000 Penalty: 879.622498
	Iteration 28Q: 3 clusters Score -452119.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -452167.187500 Penalty: 879.622498
	Iteration 29Q: 3 clusters Score -452167.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -452239.562500 Penalty: 879.622498
	Iteration 30Q: 3 clusters Score -452239.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -452329.062500 Penalty: 879.622498
	Iteration 31Q: 3 clusters Score -452329.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -452441.656250 Penalty: 879.622498
	Iteration 32Q: 3 clusters Score -452441.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -452573.843750 Penalty: 879.622498
	Iteration 33Q: 3 clusters Score -452573.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -452727.156250 Penalty: 879.622498
	Iteration 34Q: 3 clusters Score -452727.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -452848.656250 Penalty: 879.622498
	Iteration 35Q: 3 clusters Score -452848.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -452947.843750 Penalty: 879.622498
	Iteration 36Q: 3 clusters Score -452947.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -453023.437500 Penalty: 879.622498
	Iteration 37Q: 3 clusters Score -453023.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -453079.156250 Penalty: 879.622498
	Iteration 38Q: 3 clusters Score -453079.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -453138.000000 Penalty: 879.622498
	Iteration 39Q: 3 clusters Score -453138 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -453181.000000 Penalty: 879.622498
	Iteration 40F: 3 clusters Score -453181 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -453215.250000 Penalty: 879.622498
	Iteration 41Q: 3 clusters Score -453215.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -453241.687500 Penalty: 879.622498
	Iteration 42Q: 3 clusters Score -453241.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -453259.968750 Penalty: 879.622498
	Iteration 43Q: 3 clusters Score -453260 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -453279.250000 Penalty: 879.622498
	Iteration 44Q: 3 clusters Score -453279.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -453296.656250 Penalty: 879.622498
	Iteration 45Q: 3 clusters Score -453296.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -453314.062500 Penalty: 879.622498
	Iteration 46Q: 3 clusters Score -453314.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -453330.406250 Penalty: 879.622498
	Iteration 47Q: 3 clusters Score -453330.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -453350.187500 Penalty: 879.622498
	Iteration 48Q: 3 clusters Score -453350.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -453369.156250 Penalty: 879.622498
	Iteration 49Q: 3 clusters Score -453369.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -453391.375000 Penalty: 879.622498
	Iteration 50Q: 3 clusters Score -453391.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -453408.625000 Penalty: 879.622498
	Iteration 51Q: 3 clusters Score -453408.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -453424.750000 Penalty: 879.622498
	Iteration 52Q: 3 clusters Score -453424.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -453438.500000 Penalty: 879.622498
	Iteration 53Q: 3 clusters Score -453438.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -453456.875000 Penalty: 879.622498
	Iteration 54Q: 3 clusters Score -453456.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -453472.250000 Penalty: 879.622498
	Iteration 55Q: 3 clusters Score -453472.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -453490.656250 Penalty: 879.622498
	Iteration 56Q: 3 clusters Score -453490.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -453501.656250 Penalty: 879.622498
	Iteration 57Q: 3 clusters Score -453501.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -453512.906250 Penalty: 879.622498
	Iteration 58Q: 3 clusters Score -453512.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -453518.093750 Penalty: 879.622498
	Iteration 59Q: 3 clusters Score -453518.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -453523.156250 Penalty: 879.622498
	Iteration 60F: 3 clusters Score -453523.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -453527.062500 Penalty: 879.622498
	Iteration 61Q: 3 clusters Score -453527.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -453529.218750 Penalty: 879.622498
	Iteration 62Q: 3 clusters Score -453529.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -453534.218750 Penalty: 879.622498
	Iteration 63Q: 3 clusters Score -453534.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -453536.812500 Penalty: 879.622498
	Iteration 64Q: 3 clusters Score -453536.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -453540.500000 Penalty: 879.622498
	Iteration 65Q: 3 clusters Score -453540.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -453540.937500 Penalty: 879.622498
	Iteration 66Q: 3 clusters Score -453540.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -453541.968750 Penalty: 879.622498
	Iteration 67Q: 3 clusters Score -453542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -453543.843750 Penalty: 879.622498
	Iteration 68Q: 3 clusters Score -453543.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -453545.093750 Penalty: 879.622498
	Iteration 69Q: 3 clusters Score -453545.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -453544.625000 Penalty: 879.622498
	Iteration 70Q: 3 clusters Score -453544.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -453546.343750 Penalty: 879.622498
	Iteration 71Q: 3 clusters Score -453546.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -453547.468750 Penalty: 879.622498
	Iteration 72Q: 3 clusters Score -453547.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -453549.281250 Penalty: 879.622498
	Iteration 73Q: 3 clusters Score -453549.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -453551.156250 Penalty: 879.622498
	Iteration 74Q: 3 clusters Score -453551.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -453552.875000 Penalty: 879.622498
	Iteration 75Q: 3 clusters Score -453552.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -453553.156250 Penalty: 879.622498
	Iteration 76Q: 3 clusters Score -453553.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -453551.437500 Penalty: 879.622498
	Iteration 77Q: 3 clusters Score -453551.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -453553.000000 Penalty: 879.622498
	Iteration 78Q: 3 clusters Score -453553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -453552.750000 Penalty: 879.622498
	Iteration 79Q: 3 clusters Score -453552.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -453553.562500 Penalty: 879.622498
	Iteration 80F: 3 clusters Score -453553.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -453553.937500 Penalty: 879.622498
	Iteration 81Q: 3 clusters Score -453553.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -453554.531250 Penalty: 879.622498
	Iteration 82Q: 3 clusters Score -453554.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -453555.218750 Penalty: 879.622498
	Iteration 83Q: 3 clusters Score -453555.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -453556.375000 Penalty: 879.622498
	Iteration 84Q: 3 clusters Score -453556.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -453557.906250 Penalty: 879.622498
	Iteration 85Q: 3 clusters Score -453557.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -453557.500000 Penalty: 879.622498
	Iteration 86Q: 3 clusters Score -453557.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -453557.968750 Penalty: 879.622498
	Iteration 87Q: 3 clusters Score -453558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -453558.312500 Penalty: 879.622498
	Iteration 88Q: 3 clusters Score -453558.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -453557.968750 Penalty: 879.622498
	Iteration 89Q: 3 clusters Score -453558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -453558.906250 Penalty: 879.622498
	Iteration 90Q: 3 clusters Score -453558.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -453558.156250 Penalty: 879.622498
	Iteration 91Q: 3 clusters Score -453558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -453558.000000 Penalty: 879.622498
	Iteration 92Q: 3 clusters Score -453558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -453558.343750 Penalty: 879.622498
	Iteration 93Q: 3 clusters Score -453558.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -453558.343750 Penalty: 879.622498
	Iteration 94F: 3 clusters Score -453558.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (64809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64809 members 
Entering Unmasked Estep 
Score: -2031111.000000 Penalty: 504.103577
	Iteration 0F: 2 clusters Score -2031111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 32403 members 
Entering Unmasked Estep 
Score: -1987594.250000 Penalty: 1008.207153
	Iteration 0F: 3 clusters Score -1987594 nChanged 31613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -2007682.625000 Penalty: 1008.207153
	Iteration 1F: 3 clusters Score -2007683 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 30084 members 
Entering Unmasked Estep 
Score: -2009594.750000 Penalty: 1008.207153
	Iteration 2F: 3 clusters Score -2009595 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35798 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -2012117.750000 Penalty: 1008.207153
	Iteration 3F: 3 clusters Score -2012118 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -2015301.250000 Penalty: 1008.207153
	Iteration 4F: 3 clusters Score -2015301 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37938 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -2018779.375000 Penalty: 1008.207153
	Iteration 5F: 3 clusters Score -2018779 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -2021460.750000 Penalty: 1008.207153
	Iteration 6F: 3 clusters Score -2021461 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39069 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -2022789.000000 Penalty: 1008.207153
	Iteration 7Q: 3 clusters Score -2022789 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 25318 members 
Entering Unmasked Estep 
Score: -2023318.000000 Penalty: 1008.207153
	Iteration 8Q: 3 clusters Score -2023318 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -2023631.500000 Penalty: 1008.207153
	Iteration 9Q: 3 clusters Score -2023632 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -2023909.375000 Penalty: 1008.207153
	Iteration 10Q: 3 clusters Score -2023909 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 24112 members 
Entering Unmasked Estep 
Score: -2024145.250000 Penalty: 1008.207153
	Iteration 11Q: 3 clusters Score -2024145 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41065 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -2024406.250000 Penalty: 1008.207153
	Iteration 12Q: 3 clusters Score -2024406 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2024672.625000 Penalty: 1008.207153
	Iteration 13Q: 3 clusters Score -2024673 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -2024921.500000 Penalty: 1008.207153
	Iteration 14Q: 3 clusters Score -2024922 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2025139.250000 Penalty: 1008.207153
	Iteration 15Q: 3 clusters Score -2025139 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 22372 members 
Entering Unmasked Estep 
Score: -2025373.375000 Penalty: 1008.207153
	Iteration 16Q: 3 clusters Score -2025373 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42730 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -2025602.125000 Penalty: 1008.207153
	Iteration 17Q: 3 clusters Score -2025602 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43033 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -2025802.125000 Penalty: 1008.207153
	Iteration 18Q: 3 clusters Score -2025802 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43294 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2026014.750000 Penalty: 1008.207153
	Iteration 19Q: 3 clusters Score -2026015 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43512 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2026179.625000 Penalty: 1008.207153
	Iteration 20F: 3 clusters Score -2026180 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -2026329.000000 Penalty: 1008.207153
	Iteration 21Q: 3 clusters Score -2026329 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -2026476.375000 Penalty: 1008.207153
	Iteration 22Q: 3 clusters Score -2026476 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2026580.125000 Penalty: 1008.207153
	Iteration 23Q: 3 clusters Score -2026580 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44203 members 
Mstep: Class 2 contains 20606 members 
Entering Unmasked Estep 
Score: -2026684.750000 Penalty: 1008.207153
	Iteration 24Q: 3 clusters Score -2026685 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44288 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -2026781.250000 Penalty: 1008.207153
	Iteration 25Q: 3 clusters Score -2026781 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -2026856.750000 Penalty: 1008.207153
	Iteration 26Q: 3 clusters Score -2026857 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -2026941.500000 Penalty: 1008.207153
	Iteration 27Q: 3 clusters Score -2026942 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44394 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2027018.000000 Penalty: 1008.207153
	Iteration 28Q: 3 clusters Score -2027018 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44369 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -2027079.625000 Penalty: 1008.207153
	Iteration 29Q: 3 clusters Score -2027080 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -2027133.750000 Penalty: 1008.207153
	Iteration 30Q: 3 clusters Score -2027134 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44255 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2027193.375000 Penalty: 1008.207153
	Iteration 31Q: 3 clusters Score -2027193 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -2027240.625000 Penalty: 1008.207153
	Iteration 32Q: 3 clusters Score -2027241 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44145 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2027272.875000 Penalty: 1008.207153
	Iteration 33Q: 3 clusters Score -2027273 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44091 members 
Mstep: Class 2 contains 20718 members 
Entering Unmasked Estep 
Score: -2027313.750000 Penalty: 1008.207153
	Iteration 34Q: 3 clusters Score -2027314 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -2027341.750000 Penalty: 1008.207153
	Iteration 35Q: 3 clusters Score -2027342 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43998 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2027378.750000 Penalty: 1008.207153
	Iteration 36Q: 3 clusters Score -2027379 nChanged 230
Entering Unmasked Mstep 
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Mstep: Class 2 contains 20851 members 
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Mstep: Class 2 contains 20896 members 
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	Iteration 38Q: 3 clusters Score -2027403 nChanged 199
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	Iteration 40F: 3 clusters Score -2027432 nChanged 167
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Mstep: Class 2 contains 21111 members 
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	Iteration 46Q: 3 clusters Score -2027499 nChanged 102
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	Iteration 48Q: 3 clusters Score -2027508 nChanged 73
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	Iteration 55Q: 3 clusters Score -2027521 nChanged 83
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	Iteration 56Q: 3 clusters Score -2027523 nChanged 67
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	Iteration 57Q: 3 clusters Score -2027525 nChanged 45
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	Iteration 59Q: 3 clusters Score -2027522 nChanged 45
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	Iteration 60F: 3 clusters Score -2027530 nChanged 38
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	Iteration 91Q: 3 clusters Score -2027564 nChanged 54
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	Iteration 98Q: 3 clusters Score -2027576 nChanged 48
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	Iteration 100F: 3 clusters Score -2027581 nChanged 47
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	Iteration 101Q: 3 clusters Score -2027587 nChanged 40
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	Iteration 102Q: 3 clusters Score -2027584 nChanged 48
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	Iteration 109Q: 3 clusters Score -2027585 nChanged 14
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	Iteration 118Q: 3 clusters Score -2027582 nChanged 6
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	Iteration 120F: 3 clusters Score -2027581 nChanged 6
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	Iteration 121Q: 3 clusters Score -2027582 nChanged 8
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	Iteration 127Q: 3 clusters Score -2027582 nChanged 5
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Score: -2027582.375000 Penalty: 1008.207153
	Iteration 130Q: 3 clusters Score -2027582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -2027583.125000 Penalty: 1008.207153
	Iteration 131Q: 3 clusters Score -2027583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -2027583.375000 Penalty: 1008.207153
	Iteration 132Q: 3 clusters Score -2027583 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -2027583.125000 Penalty: 1008.207153
	Iteration 133Q: 3 clusters Score -2027583 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40429 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -2027583.125000 Penalty: 1008.207153
	Iteration 134F: 3 clusters Score -2027583 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (31756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Entering Unmasked Estep 
Score: -1034342.687500 Penalty: 471.645599
	Iteration 0F: 2 clusters Score -1034343 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1013025.062500 Penalty: 943.291199
	Iteration 0F: 3 clusters Score -1013025 nChanged 15197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -1021552.437500 Penalty: 943.291199
	Iteration 1F: 3 clusters Score -1021552 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -1022052.187500 Penalty: 943.291199
	Iteration 2Q: 3 clusters Score -1022052 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -1022958.125000 Penalty: 943.291199
	Iteration 3F: 3 clusters Score -1022958 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -1024466.000000 Penalty: 943.291199
	Iteration 4F: 3 clusters Score -1024466 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -1026571.312500 Penalty: 943.291199
	Iteration 5F: 3 clusters Score -1026571 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -1028926.500000 Penalty: 943.291199
	Iteration 6F: 3 clusters Score -1028926 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -1031146.750000 Penalty: 943.291199
	Iteration 7F: 3 clusters Score -1031147 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -1032713.625000 Penalty: 943.291199
	Iteration 8Q: 3 clusters Score -1032714 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 31314 members 
Entering Unmasked Estep 
Score: -1033513.562500 Penalty: 943.291199
	Iteration 9Q: 3 clusters Score -1033514 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 31596 members 
Entering Unmasked Estep 
Score: -1033792.375000 Penalty: 943.291199
	Iteration 10Q: 3 clusters Score -1033792 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -1033865.000000 Penalty: 943.291199
	Iteration 11Q: 3 clusters Score -1033865 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -1033891.687500 Penalty: 943.291199
	Iteration 12Q: 3 clusters Score -1033892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 31705 members 
Entering Unmasked Estep 
Score: -1033905.687500 Penalty: 943.291199
	Iteration 13Q: 3 clusters Score -1033906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -1033916.750000 Penalty: 943.291199
	Iteration 14Q: 3 clusters Score -1033917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -1033922.562500 Penalty: 943.291199
	Iteration 15Q: 3 clusters Score -1033923 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 31708 members 
Entering Unmasked Estep 
Score: -1033922.562500 Penalty: 943.291199
	Iteration 16F: 3 clusters Score -1033923 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Entering Unmasked Estep 
Score: -284615.031250 Penalty: 414.784332
	Iteration 0F: 2 clusters Score -284615 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 4594 members 
Entering Unmasked Estep 
Score: -278543.625000 Penalty: 829.568665
	Iteration 0F: 3 clusters Score -278543.6 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -281062.062500 Penalty: 829.568665
	Iteration 1F: 3 clusters Score -281062.1 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -281465.937500 Penalty: 829.568665
	Iteration 2F: 3 clusters Score -281465.9 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -281887.531250 Penalty: 829.568665
	Iteration 3F: 3 clusters Score -281887.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -282337.750000 Penalty: 829.568665
	Iteration 4F: 3 clusters Score -282337.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -282778.500000 Penalty: 829.568665
	Iteration 5F: 3 clusters Score -282778.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -283161.312500 Penalty: 829.568665
	Iteration 6F: 3 clusters Score -283161.3 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -283472.375000 Penalty: 829.568665
	Iteration 7Q: 3 clusters Score -283472.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -283694.468750 Penalty: 829.568665
	Iteration 8Q: 3 clusters Score -283694.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -283840.281250 Penalty: 829.568665
	Iteration 9Q: 3 clusters Score -283840.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -283943.187500 Penalty: 829.568665
	Iteration 10Q: 3 clusters Score -283943.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -284020.281250 Penalty: 829.568665
	Iteration 11Q: 3 clusters Score -284020.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -284090.812500 Penalty: 829.568665
	Iteration 12Q: 3 clusters Score -284090.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -284145.625000 Penalty: 829.568665
	Iteration 13Q: 3 clusters Score -284145.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -284193.093750 Penalty: 829.568665
	Iteration 14Q: 3 clusters Score -284193.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -284226.843750 Penalty: 829.568665
	Iteration 15Q: 3 clusters Score -284226.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -284244.125000 Penalty: 829.568665
	Iteration 16Q: 3 clusters Score -284244.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -284254.593750 Penalty: 829.568665
	Iteration 17Q: 3 clusters Score -284254.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -284269.718750 Penalty: 829.568665
	Iteration 18Q: 3 clusters Score -284269.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -284283.781250 Penalty: 829.568665
	Iteration 19Q: 3 clusters Score -284283.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -284295.125000 Penalty: 829.568665
	Iteration 20F: 3 clusters Score -284295.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -284301.343750 Penalty: 829.568665
	Iteration 21Q: 3 clusters Score -284301.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -284307.062500 Penalty: 829.568665
	Iteration 22Q: 3 clusters Score -284307.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -284310.593750 Penalty: 829.568665
	Iteration 23Q: 3 clusters Score -284310.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -284313.218750 Penalty: 829.568665
	Iteration 24Q: 3 clusters Score -284313.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -284313.843750 Penalty: 829.568665
	Iteration 25Q: 3 clusters Score -284313.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -284313.843750 Penalty: 829.568665
	Iteration 26F: 3 clusters Score -284313.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Entering Unmasked Estep 
Score: -155503.843750 Penalty: 390.363434
	Iteration 0F: 2 clusters Score -155503.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -151946.281250 Penalty: 780.726868
	Iteration 0F: 3 clusters Score -151946.3 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -153392.921875 Penalty: 780.726868
	Iteration 1F: 3 clusters Score -153392.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -153619.062500 Penalty: 780.726868
	Iteration 2F: 3 clusters Score -153619.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -153842.531250 Penalty: 780.726868
	Iteration 3F: 3 clusters Score -153842.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -154091.093750 Penalty: 780.726868
	Iteration 4F: 3 clusters Score -154091.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -154306.593750 Penalty: 780.726868
	Iteration 5F: 3 clusters Score -154306.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -154463.421875 Penalty: 780.726868
	Iteration 6Q: 3 clusters Score -154463.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -154548.812500 Penalty: 780.726868
	Iteration 7Q: 3 clusters Score -154548.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -154591.234375 Penalty: 780.726868
	Iteration 8Q: 3 clusters Score -154591.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -154614.875000 Penalty: 780.726868
	Iteration 9Q: 3 clusters Score -154614.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -154629.609375 Penalty: 780.726868
	Iteration 10Q: 3 clusters Score -154629.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -154643.656250 Penalty: 780.726868
	Iteration 11Q: 3 clusters Score -154643.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -154659.625000 Penalty: 780.726868
	Iteration 12Q: 3 clusters Score -154659.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -154671.671875 Penalty: 780.726868
	Iteration 13Q: 3 clusters Score -154671.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -154684.468750 Penalty: 780.726868
	Iteration 14Q: 3 clusters Score -154684.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -154698.046875 Penalty: 780.726868
	Iteration 15Q: 3 clusters Score -154698 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -154712.828125 Penalty: 780.726868
	Iteration 16Q: 3 clusters Score -154712.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -154729.125000 Penalty: 780.726868
	Iteration 17Q: 3 clusters Score -154729.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -154742.046875 Penalty: 780.726868
	Iteration 18Q: 3 clusters Score -154742 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -154752.187500 Penalty: 780.726868
	Iteration 19Q: 3 clusters Score -154752.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -154758.640625 Penalty: 780.726868
	Iteration 20F: 3 clusters Score -154758.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -154766.093750 Penalty: 780.726868
	Iteration 21Q: 3 clusters Score -154766.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -154772.625000 Penalty: 780.726868
	Iteration 22Q: 3 clusters Score -154772.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -154784.421875 Penalty: 780.726868
	Iteration 23Q: 3 clusters Score -154784.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -154796.765625 Penalty: 780.726868
	Iteration 24Q: 3 clusters Score -154796.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -154808.640625 Penalty: 780.726868
	Iteration 25Q: 3 clusters Score -154808.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -154820.953125 Penalty: 780.726868
	Iteration 26Q: 3 clusters Score -154821 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -154835.406250 Penalty: 780.726868
	Iteration 27Q: 3 clusters Score -154835.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -154851.250000 Penalty: 780.726868
	Iteration 28Q: 3 clusters Score -154851.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -154867.937500 Penalty: 780.726868
	Iteration 29Q: 3 clusters Score -154867.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -154888.265625 Penalty: 780.726868
	Iteration 30Q: 3 clusters Score -154888.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -154906.250000 Penalty: 780.726868
	Iteration 31Q: 3 clusters Score -154906.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -154933.203125 Penalty: 780.726868
	Iteration 32Q: 3 clusters Score -154933.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -154963.671875 Penalty: 780.726868
	Iteration 33Q: 3 clusters Score -154963.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -154996.156250 Penalty: 780.726868
	Iteration 34Q: 3 clusters Score -154996.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -155028.984375 Penalty: 780.726868
	Iteration 35Q: 3 clusters Score -155029 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -155057.828125 Penalty: 780.726868
	Iteration 36Q: 3 clusters Score -155057.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -155082.906250 Penalty: 780.726868
	Iteration 37Q: 3 clusters Score -155082.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -155105.609375 Penalty: 780.726868
	Iteration 38Q: 3 clusters Score -155105.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -155122.234375 Penalty: 780.726868
	Iteration 39Q: 3 clusters Score -155122.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -155139.187500 Penalty: 780.726868
	Iteration 40F: 3 clusters Score -155139.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -155158.468750 Penalty: 780.726868
	Iteration 41Q: 3 clusters Score -155158.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -155172.750000 Penalty: 780.726868
	Iteration 42Q: 3 clusters Score -155172.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -155190.578125 Penalty: 780.726868
	Iteration 43Q: 3 clusters Score -155190.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -155202.703125 Penalty: 780.726868
	Iteration 44Q: 3 clusters Score -155202.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -155211.781250 Penalty: 780.726868
	Iteration 45Q: 3 clusters Score -155211.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -155217.500000 Penalty: 780.726868
	Iteration 46Q: 3 clusters Score -155217.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -155223.218750 Penalty: 780.726868
	Iteration 47Q: 3 clusters Score -155223.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -155226.406250 Penalty: 780.726868
	Iteration 48Q: 3 clusters Score -155226.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -155229.843750 Penalty: 780.726868
	Iteration 49Q: 3 clusters Score -155229.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -155234.781250 Penalty: 780.726868
	Iteration 50Q: 3 clusters Score -155234.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -155239.015625 Penalty: 780.726868
	Iteration 51Q: 3 clusters Score -155239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -155241.515625 Penalty: 780.726868
	Iteration 52Q: 3 clusters Score -155241.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -155243.500000 Penalty: 780.726868
	Iteration 53Q: 3 clusters Score -155243.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -155243.921875 Penalty: 780.726868
	Iteration 54Q: 3 clusters Score -155243.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -155244.500000 Penalty: 780.726868
	Iteration 55Q: 3 clusters Score -155244.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -155244.500000 Penalty: 780.726868
	Iteration 56F: 3 clusters Score -155244.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (11078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Entering Unmasked Estep 
Score: -358051.562500 Penalty: 423.728607
	Iteration 0F: 2 clusters Score -358051.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -350713.906250 Penalty: 847.457214
	Iteration 0F: 3 clusters Score -350713.9 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -354081.906250 Penalty: 847.457214
	Iteration 1F: 3 clusters Score -354081.9 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -354906.250000 Penalty: 847.457214
	Iteration 2F: 3 clusters Score -354906.2 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -355864.281250 Penalty: 847.457214
	Iteration 3F: 3 clusters Score -355864.3 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -356836.125000 Penalty: 847.457214
	Iteration 4F: 3 clusters Score -356836.1 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -357603.437500 Penalty: 847.457214
	Iteration 5F: 3 clusters Score -357603.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -357875.156250 Penalty: 847.457214
	Iteration 6Q: 3 clusters Score -357875.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -357941.781250 Penalty: 847.457214
	Iteration 7Q: 3 clusters Score -357941.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -357970.968750 Penalty: 847.457214
	Iteration 8Q: 3 clusters Score -357971 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -357988.750000 Penalty: 847.457214
	Iteration 9Q: 3 clusters Score -357988.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -357996.875000 Penalty: 847.457214
	Iteration 10Q: 3 clusters Score -357996.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -358004.031250 Penalty: 847.457214
	Iteration 11Q: 3 clusters Score -358004 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -358009.781250 Penalty: 847.457214
	Iteration 12Q: 3 clusters Score -358009.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -358011.531250 Penalty: 847.457214
	Iteration 13Q: 3 clusters Score -358011.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -358012.625000 Penalty: 847.457214
	Iteration 14Q: 3 clusters Score -358012.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -358014.718750 Penalty: 847.457214
	Iteration 15Q: 3 clusters Score -358014.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -358015.156250 Penalty: 847.457214
	Iteration 16Q: 3 clusters Score -358015.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -358016.937500 Penalty: 847.457214
	Iteration 17Q: 3 clusters Score -358016.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -358016.718750 Penalty: 847.457214
	Iteration 18Q: 3 clusters Score -358016.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -358018.875000 Penalty: 847.457214
	Iteration 19Q: 3 clusters Score -358018.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -358019.781250 Penalty: 847.457214
	Iteration 20F: 3 clusters Score -358019.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -358020.062500 Penalty: 847.457214
	Iteration 21Q: 3 clusters Score -358020.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -358021.343750 Penalty: 847.457214
	Iteration 22Q: 3 clusters Score -358021.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -358021.156250 Penalty: 847.457214
	Iteration 23Q: 3 clusters Score -358021.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -358022.000000 Penalty: 847.457214
	Iteration 24Q: 3 clusters Score -358022 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -358024.000000 Penalty: 847.457214
	Iteration 25Q: 3 clusters Score -358024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -358026.062500 Penalty: 847.457214
	Iteration 26Q: 3 clusters Score -358026.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -358028.531250 Penalty: 847.457214
	Iteration 27Q: 3 clusters Score -358028.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -358030.093750 Penalty: 847.457214
	Iteration 28Q: 3 clusters Score -358030.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -358031.593750 Penalty: 847.457214
	Iteration 29Q: 3 clusters Score -358031.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -358032.125000 Penalty: 847.457214
	Iteration 30Q: 3 clusters Score -358032.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -358032.437500 Penalty: 847.457214
	Iteration 31Q: 3 clusters Score -358032.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -358032.531250 Penalty: 847.457214
	Iteration 32Q: 3 clusters Score -358032.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -358033.281250 Penalty: 847.457214
	Iteration 33Q: 3 clusters Score -358033.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -358033.812500 Penalty: 847.457214
	Iteration 34Q: 3 clusters Score -358033.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -358032.687500 Penalty: 847.457214
	Iteration 35Q: 3 clusters Score -358032.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -358033.781250 Penalty: 847.457214
	Iteration 36Q: 3 clusters Score -358033.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -358033.812500 Penalty: 847.457214
	Iteration 37Q: 3 clusters Score -358033.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -358034.093750 Penalty: 847.457214
	Iteration 38Q: 3 clusters Score -358034.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -358034.562500 Penalty: 847.457214
	Iteration 39Q: 3 clusters Score -358034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -358034.093750 Penalty: 847.457214
	Iteration 40F: 3 clusters Score -358034.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -358034.906250 Penalty: 847.457214
	Iteration 41Q: 3 clusters Score -358034.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -358034.843750 Penalty: 847.457214
	Iteration 42Q: 3 clusters Score -358034.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -358036.031250 Penalty: 847.457214
	Iteration 43Q: 3 clusters Score -358036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -358036.093750 Penalty: 847.457214
	Iteration 44Q: 3 clusters Score -358036.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -358035.343750 Penalty: 847.457214
	Iteration 45Q: 3 clusters Score -358035.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -358036.093750 Penalty: 847.457214
	Iteration 46Q: 3 clusters Score -358036.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -358036.093750 Penalty: 847.457214
	Iteration 47F: 3 clusters Score -358036.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Entering Unmasked Estep 
Score: -59758.273438 Penalty: 344.805634
	Iteration 0F: 2 clusters Score -59758.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -58344.519531 Penalty: 689.611267
	Iteration 0F: 3 clusters Score -58344.52 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -58802.125000 Penalty: 689.611267
	Iteration 1F: 3 clusters Score -58802.12 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -58876.878906 Penalty: 689.611267
	Iteration 2F: 3 clusters Score -58876.88 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -58949.566406 Penalty: 689.611267
	Iteration 3F: 3 clusters Score -58949.57 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -59018.898438 Penalty: 689.611267
	Iteration 4F: 3 clusters Score -59018.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -59077.847656 Penalty: 689.611267
	Iteration 5F: 3 clusters Score -59077.85 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -59144.183594 Penalty: 689.611267
	Iteration 6F: 3 clusters Score -59144.18 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -59207.480469 Penalty: 689.611267
	Iteration 7Q: 3 clusters Score -59207.48 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -59281.812500 Penalty: 689.611267
	Iteration 8Q: 3 clusters Score -59281.81 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -59345.648438 Penalty: 689.611267
	Iteration 9Q: 3 clusters Score -59345.65 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59393.269531 Penalty: 689.611267
	Iteration 10Q: 3 clusters Score -59393.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -59436.542969 Penalty: 689.611267
	Iteration 11Q: 3 clusters Score -59436.54 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -59453.437500 Penalty: 689.611267
	Iteration 12Q: 3 clusters Score -59453.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59472.207031 Penalty: 689.611267
	Iteration 13Q: 3 clusters Score -59472.21 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -59478.742188 Penalty: 689.611267
	Iteration 14Q: 3 clusters Score -59478.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59480.640625 Penalty: 689.611267
	Iteration 15Q: 3 clusters Score -59480.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59480.640625 Penalty: 689.611267
	Iteration 16F: 3 clusters Score -59480.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Entering Unmasked Estep 
Score: -75820.523438 Penalty: 358.953339
	Iteration 0F: 2 clusters Score -75820.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -73949.367188 Penalty: 717.906677
	Iteration 0F: 3 clusters Score -73949.37 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -74650.906250 Penalty: 717.906677
	Iteration 1F: 3 clusters Score -74650.91 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -74791.617188 Penalty: 717.906677
	Iteration 2F: 3 clusters Score -74791.62 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -74943.218750 Penalty: 717.906677
	Iteration 3F: 3 clusters Score -74943.22 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -75088.875000 Penalty: 717.906677
	Iteration 4F: 3 clusters Score -75088.88 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -75301.765625 Penalty: 717.906677
	Iteration 5F: 3 clusters Score -75301.77 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -75552.023438 Penalty: 717.906677
	Iteration 6F: 3 clusters Score -75552.02 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -75716.453125 Penalty: 717.906677
	Iteration 7F: 3 clusters Score -75716.45 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -75790.679688 Penalty: 717.906677
	Iteration 8Q: 3 clusters Score -75790.68 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -75823.171875 Penalty: 717.906677
	Iteration 9Q: 3 clusters Score -75823.17 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -75844.593750 Penalty: 717.906677
	Iteration 10Q: 3 clusters Score -75844.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -75856.835938 Penalty: 717.906677
	Iteration 11Q: 3 clusters Score -75856.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -75862.578125 Penalty: 717.906677
	Iteration 12Q: 3 clusters Score -75862.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -75867.148438 Penalty: 717.906677
	Iteration 13Q: 3 clusters Score -75867.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -75871.414062 Penalty: 717.906677
	Iteration 14Q: 3 clusters Score -75871.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -75874.078125 Penalty: 717.906677
	Iteration 15Q: 3 clusters Score -75874.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -75876.890625 Penalty: 717.906677
	Iteration 16Q: 3 clusters Score -75876.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -75879.070312 Penalty: 717.906677
	Iteration 17Q: 3 clusters Score -75879.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -75882.070312 Penalty: 717.906677
	Iteration 18Q: 3 clusters Score -75882.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -75883.640625 Penalty: 717.906677
	Iteration 19Q: 3 clusters Score -75883.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -75885.156250 Penalty: 717.906677
	Iteration 20F: 3 clusters Score -75885.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -75886.015625 Penalty: 717.906677
	Iteration 21Q: 3 clusters Score -75886.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -75888.968750 Penalty: 717.906677
	Iteration 22Q: 3 clusters Score -75888.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -75890.570312 Penalty: 717.906677
	Iteration 23Q: 3 clusters Score -75890.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -75891.242188 Penalty: 717.906677
	Iteration 24Q: 3 clusters Score -75891.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -75892.265625 Penalty: 717.906677
	Iteration 25Q: 3 clusters Score -75892.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -75893.343750 Penalty: 717.906677
	Iteration 26Q: 3 clusters Score -75893.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -75894.875000 Penalty: 717.906677
	Iteration 27Q: 3 clusters Score -75894.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -75895.515625 Penalty: 717.906677
	Iteration 28Q: 3 clusters Score -75895.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -75896.109375 Penalty: 717.906677
	Iteration 29Q: 3 clusters Score -75896.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -75896.835938 Penalty: 717.906677
	Iteration 30Q: 3 clusters Score -75896.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -75897.554688 Penalty: 717.906677
	Iteration 31Q: 3 clusters Score -75897.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -75897.554688 Penalty: 717.906677
	Iteration 32F: 3 clusters Score -75897.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 147927 members 
Mstep: Class 2 contains 1185 members 
Mstep: Class 3 contains 5906 members 
Mstep: Class 4 contains 2165 members 
Mstep: Class 5 contains 122994 members 
Mstep: Class 6 contains 7603 members 
Mstep: Class 7 contains 42517 members 
Mstep: Class 8 contains 5321 members 
Mstep: Class 9 contains 4959 members 
Mstep: Class 10 contains 827 members 
Mstep: Class 11 contains 6518 members 
Mstep: Class 12 contains 11998 members 
Mstep: Class 13 contains 15775 members 
Mstep: Class 14 contains 64809 members 
Mstep: Class 15 contains 31756 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 11078 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 1223 members 
Mstep: Class 21 contains 20471 members 
Mstep: Class 22 contains 234 members 
Mstep: Class 23 contains 1445 members 
Entering Unmasked Estep 
Score: -15732017.000000 Penalty: 13779.833984
Splitting cluster 20 changes total score from -15732167.000000 to -15732017.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 21 (20471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Entering Unmasked Estep 
Score: -668784.062500 Penalty: 451.667786
	Iteration 0F: 2 clusters Score -668784.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -655119.937500 Penalty: 903.335571
	Iteration 0F: 3 clusters Score -655119.9 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -660645.812500 Penalty: 903.335571
	Iteration 1F: 3 clusters Score -660645.8 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -661060.250000 Penalty: 903.335571
	Iteration 2F: 3 clusters Score -661060.2 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -661744.750000 Penalty: 903.335571
	Iteration 3F: 3 clusters Score -661744.8 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -662805.437500 Penalty: 903.335571
	Iteration 4F: 3 clusters Score -662805.4 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -664154.187500 Penalty: 903.335571
	Iteration 5F: 3 clusters Score -664154.2 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -665467.062500 Penalty: 903.335571
	Iteration 6F: 3 clusters Score -665467.1 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -666426.375000 Penalty: 903.335571
	Iteration 7Q: 3 clusters Score -666426.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -666988.062500 Penalty: 903.335571
	Iteration 8Q: 3 clusters Score -666988.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -667330.750000 Penalty: 903.335571
	Iteration 9Q: 3 clusters Score -667330.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -667574.062500 Penalty: 903.335571
	Iteration 10Q: 3 clusters Score -667574.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -667750.812500 Penalty: 903.335571
	Iteration 11Q: 3 clusters Score -667750.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -667878.000000 Penalty: 903.335571
	Iteration 12Q: 3 clusters Score -667878 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -667997.125000 Penalty: 903.335571
	Iteration 13Q: 3 clusters Score -667997.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -668107.625000 Penalty: 903.335571
	Iteration 14Q: 3 clusters Score -668107.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -668183.187500 Penalty: 903.335571
	Iteration 15Q: 3 clusters Score -668183.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -668227.500000 Penalty: 903.335571
	Iteration 16Q: 3 clusters Score -668227.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -668263.562500 Penalty: 903.335571
	Iteration 17Q: 3 clusters Score -668263.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -668295.437500 Penalty: 903.335571
	Iteration 18Q: 3 clusters Score -668295.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 20158 members 
Entering Unmasked Estep 
Score: -668317.750000 Penalty: 903.335571
	Iteration 19Q: 3 clusters Score -668317.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 20186 members 
Entering Unmasked Estep 
Score: -668335.187500 Penalty: 903.335571
	Iteration 20F: 3 clusters Score -668335.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -668351.875000 Penalty: 903.335571
	Iteration 21Q: 3 clusters Score -668351.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -668358.500000 Penalty: 903.335571
	Iteration 22Q: 3 clusters Score -668358.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -668364.187500 Penalty: 903.335571
	Iteration 23Q: 3 clusters Score -668364.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -668375.687500 Penalty: 903.335571
	Iteration 24Q: 3 clusters Score -668375.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -668384.250000 Penalty: 903.335571
	Iteration 25Q: 3 clusters Score -668384.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -668390.625000 Penalty: 903.335571
	Iteration 26Q: 3 clusters Score -668390.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -668395.500000 Penalty: 903.335571
	Iteration 27Q: 3 clusters Score -668395.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -668400.250000 Penalty: 903.335571
	Iteration 28Q: 3 clusters Score -668400.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -668403.312500 Penalty: 903.335571
	Iteration 29Q: 3 clusters Score -668403.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -668403.250000 Penalty: 903.335571
	Iteration 30Q: 3 clusters Score -668403.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -668403.250000 Penalty: 903.335571
	Iteration 31F: 3 clusters Score -668403.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Entering Unmasked Estep 
Score: -4820.266602 Penalty: 248.217117
	Iteration 0F: 2 clusters Score -4820.267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4520.315430 Penalty: 496.434235
	Iteration 0F: 3 clusters Score -4520.315 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -4630.506348 Penalty: 496.434235
	Iteration 1F: 3 clusters Score -4630.506 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -4655.601562 Penalty: 496.434235
	Iteration 2F: 3 clusters Score -4655.602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -4665.386719 Penalty: 496.434235
	Iteration 3Q: 3 clusters Score -4665.387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4667.573730 Penalty: 496.434235
	Iteration 4Q: 3 clusters Score -4667.574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4669.384277 Penalty: 496.434235
	Iteration 5Q: 3 clusters Score -4669.384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4669.384277 Penalty: 496.434235
	Iteration 6F: 3 clusters Score -4669.384 nChanged 0
20->23 Clusters: Score -15732167.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
--- Clustering full data set of 523108 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 25882 members 
Mstep: Class 3 contains 26262 members 
Mstep: Class 4 contains 26137 members 
Mstep: Class 5 contains 26266 members 
Mstep: Class 6 contains 26151 members 
Mstep: Class 7 contains 26313 members 
Mstep: Class 8 contains 26178 members 
Mstep: Class 9 contains 25896 members 
Mstep: Class 10 contains 26260 members 
Mstep: Class 11 contains 26142 members 
Mstep: Class 12 contains 26064 members 
Mstep: Class 13 contains 26089 members 
Mstep: Class 14 contains 26224 members 
Mstep: Class 15 contains 25999 members 
Mstep: Class 16 contains 26186 members 
Mstep: Class 17 contains 26152 members 
Mstep: Class 18 contains 26304 members 
Mstep: Class 19 contains 25944 members 
Mstep: Class 20 contains 26363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 107.487411 but Gain 599.124023
Score: -13828175.000000 Penalty: 11383.340820
Iteration 0F: 20 clusters Score -1.382818e+07 nChanged 495162
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 21974 members 
Mstep: Class 3 contains 20880 members 
Mstep: Class 4 contains 18151 members 
Mstep: Class 5 contains 17258 members 
Mstep: Class 6 contains 22409 members 
Mstep: Class 7 contains 39575 members 
Mstep: Class 8 contains 9676 members 
Mstep: Class 10 contains 47994 members 
Mstep: Class 11 contains 15642 members 
Mstep: Class 12 contains 23579 members 
Mstep: Class 13 contains 51714 members 
Mstep: Class 14 contains 70627 members 
Mstep: Class 15 contains 19526 members 
Mstep: Class 16 contains 19612 members 
Mstep: Class 17 contains 12375 members 
Mstep: Class 18 contains 45360 members 
Mstep: Class 19 contains 9843 members 
Mstep: Class 20 contains 23209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14947113.000000 Penalty: 11383.340820
Iteration 1F: 20 clusters Score -1.494711e+07 nChanged 165782
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 17010 members 
Mstep: Class 3 contains 16183 members 
Mstep: Class 4 contains 12458 members 
Mstep: Class 5 contains 11460 members 
Mstep: Class 6 contains 19319 members 
Mstep: Class 7 contains 46027 members 
Mstep: Class 8 contains 6543 members 
Mstep: Class 10 contains 68421 members 
Mstep: Class 11 contains 15045 members 
Mstep: Class 12 contains 19833 members 
Mstep: Class 13 contains 50514 members 
Mstep: Class 14 contains 78327 members 
Mstep: Class 15 contains 22211 members 
Mstep: Class 16 contains 18545 members 
Mstep: Class 17 contains 13523 members 
Mstep: Class 18 contains 44018 members 
Mstep: Class 19 contains 8919 members 
Mstep: Class 20 contains 20798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15158942.000000 Penalty: 11383.340820
Iteration 2F: 20 clusters Score -1.515894e+07 nChanged 122373
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 16680 members 
Mstep: Class 3 contains 12016 members 
Mstep: Class 4 contains 8541 members 
Mstep: Class 5 contains 8111 members 
Mstep: Class 6 contains 15572 members 
Mstep: Class 7 contains 52730 members 
Mstep: Class 8 contains 4908 members 
Mstep: Class 10 contains 80768 members 
Mstep: Class 11 contains 15384 members 
Mstep: Class 12 contains 15955 members 
Mstep: Class 13 contains 43887 members 
Mstep: Class 14 contains 84896 members 
Mstep: Class 15 contains 22777 members 
Mstep: Class 16 contains 19239 members 
Mstep: Class 17 contains 17659 members 
Mstep: Class 18 contains 43950 members 
Mstep: Class 19 contains 10593 members 
Mstep: Class 20 contains 18571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15324266.000000 Penalty: 11383.340820
Iteration 3F: 20 clusters Score -1.532427e+07 nChanged 100235
Entering Unmasked Mstep 
Mstep: Class 0 contains 64 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 17037 members 
Mstep: Class 3 contains 8472 members 
Mstep: Class 4 contains 5580 members 
Mstep: Class 5 contains 6489 members 
Mstep: Class 6 contains 11818 members 
Mstep: Class 7 contains 58311 members 
Mstep: Class 8 contains 3814 members 
Mstep: Class 10 contains 89659 members 
Mstep: Class 11 contains 17353 members 
Mstep: Class 12 contains 12324 members 
Mstep: Class 13 contains 34367 members 
Mstep: Class 14 contains 89829 members 
Mstep: Class 15 contains 23963 members 
Mstep: Class 16 contains 20743 members 
Mstep: Class 17 contains 21275 members 
Mstep: Class 18 contains 45284 members 
Mstep: Class 19 contains 12533 members 
Mstep: Class 20 contains 17700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15455743.000000 Penalty: 11383.340820
Iteration 4F: 20 clusters Score -1.545574e+07 nChanged 79365
Entering Unmasked Mstep 
Mstep: Class 0 contains 68 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 17123 members 
Mstep: Class 3 contains 6002 members 
Mstep: Class 4 contains 3558 members 
Mstep: Class 5 contains 5860 members 
Mstep: Class 6 contains 8835 members 
Mstep: Class 7 contains 63271 members 
Mstep: Class 8 contains 2858 members 
Mstep: Class 10 contains 99488 members 
Mstep: Class 11 contains 19679 members 
Mstep: Class 12 contains 9507 members 
Mstep: Class 13 contains 25845 members 
Mstep: Class 14 contains 91734 members 
Mstep: Class 15 contains 23857 members 
Mstep: Class 16 contains 21849 members 
Mstep: Class 17 contains 23548 members 
Mstep: Class 18 contains 45188 members 
Mstep: Class 19 contains 13630 members 
Mstep: Class 20 contains 17677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15542676.000000 Penalty: 11383.340820
Iteration 5F: 20 clusters Score -1.554268e+07 nChanged 59852
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 16902 members 
Mstep: Class 3 contains 4160 members 
Mstep: Class 4 contains 2244 members 
Mstep: Class 5 contains 5702 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 69495 members 
Mstep: Class 8 contains 2158 members 
Mstep: Class 10 contains 107647 members 
Mstep: Class 11 contains 21121 members 
Mstep: Class 12 contains 7487 members 
Mstep: Class 13 contains 20283 members 
Mstep: Class 14 contains 92357 members 
Mstep: Class 15 contains 21781 members 
Mstep: Class 16 contains 22530 members 
Mstep: Class 17 contains 24975 members 
Mstep: Class 18 contains 42982 members 
Mstep: Class 19 contains 14241 members 
Mstep: Class 20 contains 17853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15593624.000000 Penalty: 11383.340820
Iteration 6F: 20 clusters Score -1.559362e+07 nChanged 44099
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 16514 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 1471 members 
Mstep: Class 5 contains 5528 members 
Mstep: Class 6 contains 5350 members 
Mstep: Class 7 contains 74602 members 
Mstep: Class 8 contains 1671 members 
Mstep: Class 10 contains 113883 members 
Mstep: Class 11 contains 22117 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 17577 members 
Mstep: Class 14 contains 92718 members 
Mstep: Class 15 contains 19222 members 
Mstep: Class 16 contains 23102 members 
Mstep: Class 17 contains 25775 members 
Mstep: Class 18 contains 40085 members 
Mstep: Class 19 contains 14620 members 
Mstep: Class 20 contains 17663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15622954.000000 Penalty: 11383.340820
Iteration 7F: 20 clusters Score -1.562295e+07 nChanged 32885
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 15955 members 
Mstep: Class 3 contains 1864 members 
Mstep: Class 4 contains 1027 members 
Mstep: Class 5 contains 5223 members 
Mstep: Class 6 contains 4278 members 
Mstep: Class 7 contains 78493 members 
Mstep: Class 8 contains 1297 members 
Mstep: Class 10 contains 118496 members 
Mstep: Class 11 contains 22971 members 
Mstep: Class 12 contains 5526 members 
Mstep: Class 13 contains 16649 members 
Mstep: Class 14 contains 92748 members 
Mstep: Class 15 contains 16716 members 
Mstep: Class 16 contains 23745 members 
Mstep: Class 17 contains 26260 members 
Mstep: Class 18 contains 37291 members 
Mstep: Class 19 contains 14865 members 
Mstep: Class 20 contains 17245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15640921.000000 Penalty: 11383.340820
Iteration 8F: 20 clusters Score -1.564092e+07 nChanged 25401
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 15330 members 
Mstep: Class 3 contains 1300 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 4862 members 
Mstep: Class 6 contains 3573 members 
Mstep: Class 7 contains 81810 members 
Mstep: Class 8 contains 1033 members 
Mstep: Class 10 contains 122016 members 
Mstep: Class 11 contains 23792 members 
Mstep: Class 12 contains 5075 members 
Mstep: Class 13 contains 16506 members 
Mstep: Class 14 contains 92360 members 
Mstep: Class 15 contains 14456 members 
Mstep: Class 16 contains 24307 members 
Mstep: Class 17 contains 26647 members 
Mstep: Class 18 contains 34637 members 
Mstep: Class 19 contains 15058 members 
Mstep: Class 20 contains 16832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15652730.000000 Penalty: 11383.340820
Iteration 9Q: 20 clusters Score -1.565273e+07 nChanged 20174
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 14759 members 
Mstep: Class 3 contains 963 members 
Mstep: Class 4 contains 635 members 
Mstep: Class 5 contains 4541 members 
Mstep: Class 6 contains 3114 members 
Mstep: Class 7 contains 84706 members 
Mstep: Class 8 contains 848 members 
Mstep: Class 10 contains 124807 members 
Mstep: Class 11 contains 24582 members 
Mstep: Class 12 contains 4782 members 
Mstep: Class 13 contains 16602 members 
Mstep: Class 14 contains 91522 members 
Mstep: Class 15 contains 12451 members 
Mstep: Class 16 contains 24771 members 
Mstep: Class 17 contains 27066 members 
Mstep: Class 18 contains 32179 members 
Mstep: Class 19 contains 15209 members 
Mstep: Class 20 contains 16398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15661234.000000 Penalty: 11383.340820
Iteration 10Q: 20 clusters Score -1.566123e+07 nChanged 16729
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 14241 members 
Mstep: Class 3 contains 741 members 
Mstep: Class 4 contains 552 members 
Mstep: Class 5 contains 4211 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 87218 members 
Mstep: Class 8 contains 699 members 
Mstep: Class 10 contains 127133 members 
Mstep: Class 11 contains 25477 members 
Mstep: Class 12 contains 4512 members 
Mstep: Class 13 contains 16814 members 
Mstep: Class 14 contains 90341 members 
Mstep: Class 15 contains 10746 members 
Mstep: Class 16 contains 25173 members 
Mstep: Class 17 contains 27510 members 
Mstep: Class 18 contains 29913 members 
Mstep: Class 19 contains 15318 members 
Mstep: Class 20 contains 16009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15667174.000000 Penalty: 11383.340820
Iteration 11Q: 20 clusters Score -1.566717e+07 nChanged 14406
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 13797 members 
Mstep: Class 3 contains 634 members 
Mstep: Class 4 contains 518 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 2540 members 
Mstep: Class 7 contains 89532 members 
Mstep: Class 8 contains 582 members 
Mstep: Class 10 contains 129141 members 
Mstep: Class 11 contains 26358 members 
Mstep: Class 12 contains 4286 members 
Mstep: Class 13 contains 17041 members 
Mstep: Class 14 contains 89009 members 
Mstep: Class 15 contains 9312 members 
Mstep: Class 16 contains 25528 members 
Mstep: Class 17 contains 27833 members 
Mstep: Class 18 contains 27779 members 
Mstep: Class 19 contains 15425 members 
Mstep: Class 20 contains 15607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 552.109985 but Gain 599.123047
Score: -15672405.000000 Penalty: 10784.217773
Iteration 12Q: 19 clusters Score -1.56724e+07 nChanged 13256
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 13436 members 
Mstep: Class 3 contains 546 members 
Mstep: Class 4 contains 520 members 
Mstep: Class 5 contains 3536 members 
Mstep: Class 6 contains 2313 members 
Mstep: Class 7 contains 91806 members 
Mstep: Class 10 contains 130905 members 
Mstep: Class 11 contains 27180 members 
Mstep: Class 12 contains 4054 members 
Mstep: Class 13 contains 17312 members 
Mstep: Class 14 contains 87994 members 
Mstep: Class 15 contains 8112 members 
Mstep: Class 16 contains 25876 members 
Mstep: Class 17 contains 28100 members 
Mstep: Class 18 contains 25739 members 
Mstep: Class 19 contains 15538 members 
Mstep: Class 20 contains 15252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15677259.000000 Penalty: 10784.217773
Iteration 13Q: 19 clusters Score -1.567726e+07 nChanged 11518
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 25406 members 
Mstep: Class 2 contains 13229 members 
Mstep: Class 3 contains 481 members 
Mstep: Class 4 contains 542 members 
Mstep: Class 5 contains 3246 members 
Mstep: Class 6 contains 2127 members 
Mstep: Class 7 contains 93926 members 
Mstep: Class 10 contains 132414 members 
Mstep: Class 11 contains 27924 members 
Mstep: Class 12 contains 3877 members 
Mstep: Class 13 contains 17642 members 
Mstep: Class 14 contains 86431 members 
Mstep: Class 15 contains 7118 members 
Mstep: Class 16 contains 26125 members 
Mstep: Class 17 contains 28263 members 
Mstep: Class 18 contains 23818 members 
Mstep: Class 19 contains 15664 members 
Mstep: Class 20 contains 14798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15681048.000000 Penalty: 10784.217773
Iteration 14Q: 19 clusters Score -1.568105e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 13112 members 
Mstep: Class 3 contains 438 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 3018 members 
Mstep: Class 6 contains 1981 members 
Mstep: Class 7 contains 96021 members 
Mstep: Class 10 contains 133781 members 
Mstep: Class 11 contains 28560 members 
Mstep: Class 12 contains 3780 members 
Mstep: Class 13 contains 17978 members 
Mstep: Class 14 contains 84672 members 
Mstep: Class 15 contains 6293 members 
Mstep: Class 16 contains 26312 members 
Mstep: Class 17 contains 28354 members 
Mstep: Class 18 contains 22004 members 
Mstep: Class 19 contains 15775 members 
Mstep: Class 20 contains 14380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15684307.000000 Penalty: 10784.217773
Iteration 15Q: 19 clusters Score -1.568431e+07 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 13069 members 
Mstep: Class 3 contains 407 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 2821 members 
Mstep: Class 6 contains 1852 members 
Mstep: Class 7 contains 97975 members 
Mstep: Class 10 contains 135015 members 
Mstep: Class 11 contains 29036 members 
Mstep: Class 12 contains 3754 members 
Mstep: Class 13 contains 18320 members 
Mstep: Class 14 contains 82833 members 
Mstep: Class 15 contains 5640 members 
Mstep: Class 16 contains 26523 members 
Mstep: Class 17 contains 28405 members 
Mstep: Class 18 contains 20372 members 
Mstep: Class 19 contains 15887 members 
Mstep: Class 20 contains 13952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15687035.000000 Penalty: 10784.217773
Iteration 16Q: 19 clusters Score -1.568704e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 13103 members 
Mstep: Class 3 contains 388 members 
Mstep: Class 4 contains 660 members 
Mstep: Class 5 contains 2625 members 
Mstep: Class 6 contains 1758 members 
Mstep: Class 7 contains 99869 members 
Mstep: Class 10 contains 136176 members 
Mstep: Class 11 contains 29421 members 
Mstep: Class 12 contains 3757 members 
Mstep: Class 13 contains 18667 members 
Mstep: Class 14 contains 80905 members 
Mstep: Class 15 contains 5163 members 
Mstep: Class 16 contains 26678 members 
Mstep: Class 17 contains 28455 members 
Mstep: Class 18 contains 18845 members 
Mstep: Class 19 contains 15987 members 
Mstep: Class 20 contains 13494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15689516.000000 Penalty: 10784.217773
Iteration 17Q: 19 clusters Score -1.568952e+07 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 27568 members 
Mstep: Class 2 contains 13187 members 
Mstep: Class 3 contains 375 members 
Mstep: Class 4 contains 701 members 
Mstep: Class 5 contains 2455 members 
Mstep: Class 6 contains 1687 members 
Mstep: Class 7 contains 101773 members 
Mstep: Class 10 contains 137348 members 
Mstep: Class 11 contains 29830 members 
Mstep: Class 12 contains 3760 members 
Mstep: Class 13 contains 19029 members 
Mstep: Class 14 contains 78901 members 
Mstep: Class 15 contains 4762 members 
Mstep: Class 16 contains 26723 members 
Mstep: Class 17 contains 28469 members 
Mstep: Class 18 contains 17375 members 
Mstep: Class 19 contains 16097 members 
Mstep: Class 20 contains 12989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15691960.000000 Penalty: 10784.217773
Iteration 18Q: 19 clusters Score -1.569196e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 13244 members 
Mstep: Class 3 contains 366 members 
Mstep: Class 4 contains 766 members 
Mstep: Class 5 contains 2318 members 
Mstep: Class 6 contains 1638 members 
Mstep: Class 7 contains 103599 members 
Mstep: Class 10 contains 138496 members 
Mstep: Class 11 contains 30203 members 
Mstep: Class 12 contains 3796 members 
Mstep: Class 13 contains 19397 members 
Mstep: Class 14 contains 76890 members 
Mstep: Class 15 contains 4440 members 
Mstep: Class 16 contains 26722 members 
Mstep: Class 17 contains 28509 members 
Mstep: Class 18 contains 15969 members 
Mstep: Class 19 contains 16210 members 
Mstep: Class 20 contains 12454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15694159.000000 Penalty: 10784.217773
Iteration 19Q: 19 clusters Score -1.569416e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 13308 members 
Mstep: Class 3 contains 352 members 
Mstep: Class 4 contains 838 members 
Mstep: Class 5 contains 2191 members 
Mstep: Class 6 contains 1619 members 
Mstep: Class 7 contains 105295 members 
Mstep: Class 10 contains 139567 members 
Mstep: Class 11 contains 30576 members 
Mstep: Class 12 contains 3861 members 
Mstep: Class 13 contains 19747 members 
Mstep: Class 14 contains 74841 members 
Mstep: Class 15 contains 4207 members 
Mstep: Class 16 contains 26666 members 
Mstep: Class 17 contains 28515 members 
Mstep: Class 18 contains 14693 members 
Mstep: Class 19 contains 16309 members 
Mstep: Class 20 contains 11982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 582.924500 but Gain 599.123047
Score: -15696331.000000 Penalty: 10185.094727
Iteration 20F: 18 clusters Score -1.569633e+07 nChanged 7400
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 13477 members 
Mstep: Class 4 contains 967 members 
Mstep: Class 5 contains 2089 members 
Mstep: Class 6 contains 1617 members 
Mstep: Class 7 contains 106903 members 
Mstep: Class 10 contains 140597 members 
Mstep: Class 11 contains 30940 members 
Mstep: Class 12 contains 3930 members 
Mstep: Class 13 contains 20095 members 
Mstep: Class 14 contains 72915 members 
Mstep: Class 15 contains 4019 members 
Mstep: Class 16 contains 26588 members 
Mstep: Class 17 contains 28500 members 
Mstep: Class 18 contains 13524 members 
Mstep: Class 19 contains 16404 members 
Mstep: Class 20 contains 11535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15698581.000000 Penalty: 10185.094727
Iteration 21Q: 18 clusters Score -1.569858e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 13586 members 
Mstep: Class 4 contains 1093 members 
Mstep: Class 5 contains 2002 members 
Mstep: Class 6 contains 1614 members 
Mstep: Class 7 contains 108435 members 
Mstep: Class 10 contains 141537 members 
Mstep: Class 11 contains 31317 members 
Mstep: Class 12 contains 4006 members 
Mstep: Class 13 contains 20410 members 
Mstep: Class 14 contains 70679 members 
Mstep: Class 15 contains 3865 members 
Mstep: Class 16 contains 26386 members 
Mstep: Class 17 contains 28499 members 
Mstep: Class 18 contains 12503 members 
Mstep: Class 19 contains 16495 members 
Mstep: Class 20 contains 11189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15700390.000000 Penalty: 10185.094727
Iteration 22Q: 18 clusters Score -1.570039e+07 nChanged 6534
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 29811 members 
Mstep: Class 2 contains 13665 members 
Mstep: Class 4 contains 1216 members 
Mstep: Class 5 contains 1927 members 
Mstep: Class 6 contains 1628 members 
Mstep: Class 7 contains 109839 members 
Mstep: Class 10 contains 142528 members 
Mstep: Class 11 contains 31713 members 
Mstep: Class 12 contains 4107 members 
Mstep: Class 13 contains 20704 members 
Mstep: Class 14 contains 68499 members 
Mstep: Class 15 contains 3707 members 
Mstep: Class 16 contains 26097 members 
Mstep: Class 17 contains 28495 members 
Mstep: Class 18 contains 11636 members 
Mstep: Class 19 contains 16598 members 
Mstep: Class 20 contains 10858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15702074.000000 Penalty: 10185.094727
Iteration 23Q: 18 clusters Score -1.570207e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 13734 members 
Mstep: Class 4 contains 1325 members 
Mstep: Class 5 contains 1861 members 
Mstep: Class 6 contains 1634 members 
Mstep: Class 7 contains 111192 members 
Mstep: Class 10 contains 143425 members 
Mstep: Class 11 contains 32125 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 20910 members 
Mstep: Class 14 contains 66279 members 
Mstep: Class 15 contains 3611 members 
Mstep: Class 16 contains 25789 members 
Mstep: Class 17 contains 28503 members 
Mstep: Class 18 contains 10875 members 
Mstep: Class 19 contains 16692 members 
Mstep: Class 20 contains 10678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15703816.000000 Penalty: 10185.094727
Iteration 24Q: 18 clusters Score -1.570382e+07 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 13848 members 
Mstep: Class 4 contains 1418 members 
Mstep: Class 5 contains 1813 members 
Mstep: Class 6 contains 1658 members 
Mstep: Class 7 contains 112424 members 
Mstep: Class 10 contains 144379 members 
Mstep: Class 11 contains 32497 members 
Mstep: Class 12 contains 4281 members 
Mstep: Class 13 contains 21079 members 
Mstep: Class 14 contains 63972 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 25449 members 
Mstep: Class 17 contains 28507 members 
Mstep: Class 18 contains 10270 members 
Mstep: Class 19 contains 16765 members 
Mstep: Class 20 contains 10581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15705446.000000 Penalty: 10185.094727
Iteration 25Q: 18 clusters Score -1.570545e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 13938 members 
Mstep: Class 4 contains 1520 members 
Mstep: Class 5 contains 1749 members 
Mstep: Class 6 contains 1690 members 
Mstep: Class 7 contains 113640 members 
Mstep: Class 10 contains 145266 members 
Mstep: Class 11 contains 32884 members 
Mstep: Class 12 contains 4370 members 
Mstep: Class 13 contains 21240 members 
Mstep: Class 14 contains 61736 members 
Mstep: Class 15 contains 3443 members 
Mstep: Class 16 contains 25073 members 
Mstep: Class 17 contains 28477 members 
Mstep: Class 18 contains 9739 members 
Mstep: Class 19 contains 16797 members 
Mstep: Class 20 contains 10582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15706843.000000 Penalty: 10185.094727
Iteration 26Q: 18 clusters Score -1.570684e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 31143 members 
Mstep: Class 2 contains 14000 members 
Mstep: Class 4 contains 1637 members 
Mstep: Class 5 contains 1703 members 
Mstep: Class 6 contains 1741 members 
Mstep: Class 7 contains 114667 members 
Mstep: Class 10 contains 146008 members 
Mstep: Class 11 contains 33303 members 
Mstep: Class 12 contains 4453 members 
Mstep: Class 13 contains 21398 members 
Mstep: Class 14 contains 59630 members 
Mstep: Class 15 contains 3370 members 
Mstep: Class 16 contains 24684 members 
Mstep: Class 17 contains 28454 members 
Mstep: Class 18 contains 9340 members 
Mstep: Class 19 contains 16833 members 
Mstep: Class 20 contains 10666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15708005.000000 Penalty: 10185.094727
Iteration 27Q: 18 clusters Score -1.5708e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 14053 members 
Mstep: Class 4 contains 1758 members 
Mstep: Class 5 contains 1653 members 
Mstep: Class 6 contains 1786 members 
Mstep: Class 7 contains 115597 members 
Mstep: Class 10 contains 146667 members 
Mstep: Class 11 contains 33720 members 
Mstep: Class 12 contains 4541 members 
Mstep: Class 13 contains 21594 members 
Mstep: Class 14 contains 57598 members 
Mstep: Class 15 contains 3303 members 
Mstep: Class 16 contains 24258 members 
Mstep: Class 17 contains 28405 members 
Mstep: Class 18 contains 9042 members 
Mstep: Class 19 contains 16868 members 
Mstep: Class 20 contains 10825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15709020.000000 Penalty: 10185.094727
Iteration 28Q: 18 clusters Score -1.570902e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 14079 members 
Mstep: Class 4 contains 1860 members 
Mstep: Class 5 contains 1595 members 
Mstep: Class 6 contains 1836 members 
Mstep: Class 7 contains 116446 members 
Mstep: Class 10 contains 147271 members 
Mstep: Class 11 contains 34145 members 
Mstep: Class 12 contains 4628 members 
Mstep: Class 13 contains 21757 members 
Mstep: Class 14 contains 55751 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 23832 members 
Mstep: Class 17 contains 28354 members 
Mstep: Class 18 contains 8766 members 
Mstep: Class 19 contains 16916 members 
Mstep: Class 20 contains 11035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15709809.000000 Penalty: 10185.094727
Iteration 29Q: 18 clusters Score -1.570981e+07 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 14133 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 1563 members 
Mstep: Class 6 contains 1882 members 
Mstep: Class 7 contains 117112 members 
Mstep: Class 10 contains 147832 members 
Mstep: Class 11 contains 34558 members 
Mstep: Class 12 contains 4730 members 
Mstep: Class 13 contains 21905 members 
Mstep: Class 14 contains 54009 members 
Mstep: Class 15 contains 3190 members 
Mstep: Class 16 contains 23417 members 
Mstep: Class 17 contains 28285 members 
Mstep: Class 18 contains 8584 members 
Mstep: Class 19 contains 16970 members 
Mstep: Class 20 contains 11256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15710502.000000 Penalty: 10185.094727
Iteration 30Q: 18 clusters Score -1.57105e+07 nChanged 3883
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 14191 members 
Mstep: Class 4 contains 2001 members 
Mstep: Class 5 contains 1536 members 
Mstep: Class 6 contains 1919 members 
Mstep: Class 7 contains 117714 members 
Mstep: Class 10 contains 148315 members 
Mstep: Class 11 contains 35005 members 
Mstep: Class 12 contains 4841 members 
Mstep: Class 13 contains 22027 members 
Mstep: Class 14 contains 52384 members 
Mstep: Class 15 contains 3144 members 
Mstep: Class 16 contains 22988 members 
Mstep: Class 17 contains 28221 members 
Mstep: Class 18 contains 8430 members 
Mstep: Class 19 contains 17023 members 
Mstep: Class 20 contains 11468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15711174.000000 Penalty: 10185.094727
Iteration 31Q: 18 clusters Score -1.571117e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 32005 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 4 contains 2066 members 
Mstep: Class 5 contains 1524 members 
Mstep: Class 6 contains 1945 members 
Mstep: Class 7 contains 118253 members 
Mstep: Class 10 contains 148772 members 
Mstep: Class 11 contains 35469 members 
Mstep: Class 12 contains 4943 members 
Mstep: Class 13 contains 22135 members 
Mstep: Class 14 contains 50842 members 
Mstep: Class 15 contains 3084 members 
Mstep: Class 16 contains 22568 members 
Mstep: Class 17 contains 28169 members 
Mstep: Class 18 contains 8310 members 
Mstep: Class 19 contains 17051 members 
Mstep: Class 20 contains 11664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15711555.000000 Penalty: 10185.094727
Iteration 32Q: 18 clusters Score -1.571156e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 14263 members 
Mstep: Class 4 contains 2117 members 
Mstep: Class 5 contains 1517 members 
Mstep: Class 6 contains 1978 members 
Mstep: Class 7 contains 118760 members 
Mstep: Class 10 contains 149177 members 
Mstep: Class 11 contains 35939 members 
Mstep: Class 12 contains 5040 members 
Mstep: Class 13 contains 22229 members 
Mstep: Class 14 contains 49371 members 
Mstep: Class 15 contains 3036 members 
Mstep: Class 16 contains 22173 members 
Mstep: Class 17 contains 28070 members 
Mstep: Class 18 contains 8213 members 
Mstep: Class 19 contains 17095 members 
Mstep: Class 20 contains 11885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15711992.000000 Penalty: 10185.094727
Iteration 33Q: 18 clusters Score -1.571199e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 14275 members 
Mstep: Class 4 contains 2154 members 
Mstep: Class 5 contains 1524 members 
Mstep: Class 6 contains 2005 members 
Mstep: Class 7 contains 119161 members 
Mstep: Class 10 contains 149551 members 
Mstep: Class 11 contains 36428 members 
Mstep: Class 12 contains 5121 members 
Mstep: Class 13 contains 22290 members 
Mstep: Class 14 contains 48009 members 
Mstep: Class 15 contains 2986 members 
Mstep: Class 16 contains 21795 members 
Mstep: Class 17 contains 27972 members 
Mstep: Class 18 contains 8168 members 
Mstep: Class 19 contains 17148 members 
Mstep: Class 20 contains 12116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15712337.000000 Penalty: 10185.094727
Iteration 34Q: 18 clusters Score -1.571234e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 14272 members 
Mstep: Class 4 contains 2170 members 
Mstep: Class 5 contains 1523 members 
Mstep: Class 6 contains 2023 members 
Mstep: Class 7 contains 119491 members 
Mstep: Class 10 contains 149909 members 
Mstep: Class 11 contains 36923 members 
Mstep: Class 12 contains 5210 members 
Mstep: Class 13 contains 22328 members 
Mstep: Class 14 contains 46755 members 
Mstep: Class 15 contains 2930 members 
Mstep: Class 16 contains 21447 members 
Mstep: Class 17 contains 27888 members 
Mstep: Class 18 contains 8160 members 
Mstep: Class 19 contains 17218 members 
Mstep: Class 20 contains 12336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15712564.000000 Penalty: 10185.094727
Iteration 35Q: 18 clusters Score -1.571256e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 14296 members 
Mstep: Class 4 contains 2186 members 
Mstep: Class 5 contains 1519 members 
Mstep: Class 6 contains 2034 members 
Mstep: Class 7 contains 119739 members 
Mstep: Class 10 contains 150260 members 
Mstep: Class 11 contains 37412 members 
Mstep: Class 12 contains 5321 members 
Mstep: Class 13 contains 22347 members 
Mstep: Class 14 contains 45543 members 
Mstep: Class 15 contains 2890 members 
Mstep: Class 16 contains 21111 members 
Mstep: Class 17 contains 27794 members 
Mstep: Class 18 contains 8196 members 
Mstep: Class 19 contains 17284 members 
Mstep: Class 20 contains 12517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15713007.000000 Penalty: 10185.094727
Iteration 36Q: 18 clusters Score -1.571301e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 32692 members 
Mstep: Class 2 contains 14292 members 
Mstep: Class 4 contains 2205 members 
Mstep: Class 5 contains 1508 members 
Mstep: Class 6 contains 2053 members 
Mstep: Class 7 contains 119919 members 
Mstep: Class 10 contains 150626 members 
Mstep: Class 11 contains 37947 members 
Mstep: Class 12 contains 5416 members 
Mstep: Class 13 contains 22394 members 
Mstep: Class 14 contains 44344 members 
Mstep: Class 15 contains 2862 members 
Mstep: Class 16 contains 20790 members 
Mstep: Class 17 contains 27700 members 
Mstep: Class 18 contains 8245 members 
Mstep: Class 19 contains 17344 members 
Mstep: Class 20 contains 12691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15713250.000000 Penalty: 10185.094727
Iteration 37Q: 18 clusters Score -1.571325e+07 nChanged 2530
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 32804 members 
Mstep: Class 2 contains 14305 members 
Mstep: Class 4 contains 2241 members 
Mstep: Class 5 contains 1484 members 
Mstep: Class 6 contains 2061 members 
Mstep: Class 7 contains 120101 members 
Mstep: Class 10 contains 150953 members 
Mstep: Class 11 contains 38484 members 
Mstep: Class 12 contains 5497 members 
Mstep: Class 13 contains 22426 members 
Mstep: Class 14 contains 43225 members 
Mstep: Class 15 contains 2826 members 
Mstep: Class 16 contains 20478 members 
Mstep: Class 17 contains 27603 members 
Mstep: Class 18 contains 8307 members 
Mstep: Class 19 contains 17384 members 
Mstep: Class 20 contains 12849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15713507.000000 Penalty: 10185.094727
Iteration 38Q: 18 clusters Score -1.571351e+07 nChanged 2322
Entering ConstructFrom: 
Score: -15713507.000000 Penalty: 10185.094727
Entering ConstructFrom: 
Trying to split cluster 1 (32938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32938 members 
Entering Unmasked Estep 
Score: -1081779.375000 Penalty: 473.308380
	Iteration 0F: 2 clusters Score -1081779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -1059609.500000 Penalty: 946.616760
	Iteration 0F: 3 clusters Score -1059610 nChanged 15881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -1068909.750000 Penalty: 946.616760
	Iteration 1F: 3 clusters Score -1068910 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1069437.000000 Penalty: 946.616760
	Iteration 2Q: 3 clusters Score -1069437 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -1070288.750000 Penalty: 946.616760
	Iteration 3Q: 3 clusters Score -1070289 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -1071540.875000 Penalty: 946.616760
	Iteration 4F: 3 clusters Score -1071541 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1073194.625000 Penalty: 946.616760
	Iteration 5F: 3 clusters Score -1073195 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22289 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1074891.875000 Penalty: 946.616760
	Iteration 6F: 3 clusters Score -1074892 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1076211.500000 Penalty: 946.616760
	Iteration 7F: 3 clusters Score -1076212 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -1076961.000000 Penalty: 946.616760
	Iteration 8Q: 3 clusters Score -1076961 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25331 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -1077490.875000 Penalty: 946.616760
	Iteration 9Q: 3 clusters Score -1077491 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1077922.750000 Penalty: 946.616760
	Iteration 10Q: 3 clusters Score -1077923 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -1078332.875000 Penalty: 946.616760
	Iteration 11Q: 3 clusters Score -1078333 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1078711.500000 Penalty: 946.616760
	Iteration 12Q: 3 clusters Score -1078712 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -1079055.125000 Penalty: 946.616760
	Iteration 13Q: 3 clusters Score -1079055 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28942 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1079368.750000 Penalty: 946.616760
	Iteration 14Q: 3 clusters Score -1079369 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1079688.375000 Penalty: 946.616760
	Iteration 15Q: 3 clusters Score -1079688 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1079990.375000 Penalty: 946.616760
	Iteration 16Q: 3 clusters Score -1079990 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1080278.375000 Penalty: 946.616760
	Iteration 17Q: 3 clusters Score -1080278 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -1080503.375000 Penalty: 946.616760
	Iteration 18Q: 3 clusters Score -1080503 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31216 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1080658.500000 Penalty: 946.616760
	Iteration 19Q: 3 clusters Score -1080658 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1080805.000000 Penalty: 946.616760
	Iteration 20F: 3 clusters Score -1080805 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1080927.000000 Penalty: 946.616760
	Iteration 21Q: 3 clusters Score -1080927 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1081009.375000 Penalty: 946.616760
	Iteration 22Q: 3 clusters Score -1081009 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1081099.125000 Penalty: 946.616760
	Iteration 23Q: 3 clusters Score -1081099 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1081178.250000 Penalty: 946.616760
	Iteration 24Q: 3 clusters Score -1081178 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1081232.875000 Penalty: 946.616760
	Iteration 25Q: 3 clusters Score -1081233 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1081262.125000 Penalty: 946.616760
	Iteration 26Q: 3 clusters Score -1081262 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1081307.500000 Penalty: 946.616760
	Iteration 27Q: 3 clusters Score -1081308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32445 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1081337.125000 Penalty: 946.616760
	Iteration 28Q: 3 clusters Score -1081337 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32488 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1081355.875000 Penalty: 946.616760
	Iteration 29Q: 3 clusters Score -1081356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1081372.375000 Penalty: 946.616760
	Iteration 30Q: 3 clusters Score -1081372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1081376.125000 Penalty: 946.616760
	Iteration 31Q: 3 clusters Score -1081376 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32566 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -1081378.250000 Penalty: 946.616760
	Iteration 32Q: 3 clusters Score -1081378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1081383.250000 Penalty: 946.616760
	Iteration 33Q: 3 clusters Score -1081383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1081389.500000 Penalty: 946.616760
	Iteration 34Q: 3 clusters Score -1081390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1081398.375000 Penalty: 946.616760
	Iteration 35Q: 3 clusters Score -1081398 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1081408.875000 Penalty: 946.616760
	Iteration 36Q: 3 clusters Score -1081409 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -1081411.250000 Penalty: 946.616760
	Iteration 37Q: 3 clusters Score -1081411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32645 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1081414.375000 Penalty: 946.616760
	Iteration 38Q: 3 clusters Score -1081414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32652 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -1081417.500000 Penalty: 946.616760
	Iteration 39Q: 3 clusters Score -1081418 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -1081421.500000 Penalty: 946.616760
	Iteration 40F: 3 clusters Score -1081422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1081425.500000 Penalty: 946.616760
	Iteration 41Q: 3 clusters Score -1081426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32668 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1081426.875000 Penalty: 946.616760
	Iteration 42Q: 3 clusters Score -1081427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -1081426.750000 Penalty: 946.616760
	Iteration 43Q: 3 clusters Score -1081427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1081428.875000 Penalty: 946.616760
	Iteration 44Q: 3 clusters Score -1081429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1081432.875000 Penalty: 946.616760
	Iteration 45Q: 3 clusters Score -1081433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1081434.750000 Penalty: 946.616760
	Iteration 46Q: 3 clusters Score -1081435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1081434.625000 Penalty: 946.616760
	Iteration 47Q: 3 clusters Score -1081435 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32693 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -1081438.750000 Penalty: 946.616760
	Iteration 48Q: 3 clusters Score -1081439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1081441.125000 Penalty: 946.616760
	Iteration 49Q: 3 clusters Score -1081441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1081440.000000 Penalty: 946.616760
	Iteration 50Q: 3 clusters Score -1081440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1081440.625000 Penalty: 946.616760
	Iteration 51Q: 3 clusters Score -1081441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1081440.625000 Penalty: 946.616760
	Iteration 52F: 3 clusters Score -1081441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Entering Unmasked Estep 
Score: -413295.687500 Penalty: 435.427307
	Iteration 0F: 2 clusters Score -413295.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -403867.218750 Penalty: 870.854614
	Iteration 0F: 3 clusters Score -403867.2 nChanged 6700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -408284.093750 Penalty: 870.854614
	Iteration 1F: 3 clusters Score -408284.1 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -409177.281250 Penalty: 870.854614
	Iteration 2F: 3 clusters Score -409177.3 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -410286.781250 Penalty: 870.854614
	Iteration 3F: 3 clusters Score -410286.8 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -411258.375000 Penalty: 870.854614
	Iteration 4F: 3 clusters Score -411258.4 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -411990.906250 Penalty: 870.854614
	Iteration 5F: 3 clusters Score -411990.9 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -412474.062500 Penalty: 870.854614
	Iteration 6Q: 3 clusters Score -412474.1 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -412780.156250 Penalty: 870.854614
	Iteration 7Q: 3 clusters Score -412780.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -412972.000000 Penalty: 870.854614
	Iteration 8Q: 3 clusters Score -412972 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -413084.781250 Penalty: 870.854614
	Iteration 9Q: 3 clusters Score -413084.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -413150.093750 Penalty: 870.854614
	Iteration 10Q: 3 clusters Score -413150.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -413188.781250 Penalty: 870.854614
	Iteration 11Q: 3 clusters Score -413188.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -413214.843750 Penalty: 870.854614
	Iteration 12Q: 3 clusters Score -413214.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -413236.125000 Penalty: 870.854614
	Iteration 13Q: 3 clusters Score -413236.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -413253.468750 Penalty: 870.854614
	Iteration 14Q: 3 clusters Score -413253.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -413265.968750 Penalty: 870.854614
	Iteration 15Q: 3 clusters Score -413266 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -413271.937500 Penalty: 870.854614
	Iteration 16Q: 3 clusters Score -413271.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -413278.250000 Penalty: 870.854614
	Iteration 17Q: 3 clusters Score -413278.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -413282.906250 Penalty: 870.854614
	Iteration 18Q: 3 clusters Score -413282.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -413289.562500 Penalty: 870.854614
	Iteration 19Q: 3 clusters Score -413289.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -413295.562500 Penalty: 870.854614
	Iteration 20F: 3 clusters Score -413295.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -413303.687500 Penalty: 870.854614
	Iteration 21Q: 3 clusters Score -413303.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -413311.281250 Penalty: 870.854614
	Iteration 22Q: 3 clusters Score -413311.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -413318.562500 Penalty: 870.854614
	Iteration 23Q: 3 clusters Score -413318.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -413325.750000 Penalty: 870.854614
	Iteration 24Q: 3 clusters Score -413325.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -413330.750000 Penalty: 870.854614
	Iteration 25Q: 3 clusters Score -413330.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -413335.031250 Penalty: 870.854614
	Iteration 26Q: 3 clusters Score -413335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -413339.031250 Penalty: 870.854614
	Iteration 27Q: 3 clusters Score -413339 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -413344.093750 Penalty: 870.854614
	Iteration 28Q: 3 clusters Score -413344.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -413350.781250 Penalty: 870.854614
	Iteration 29Q: 3 clusters Score -413350.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -413353.125000 Penalty: 870.854614
	Iteration 30Q: 3 clusters Score -413353.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -413357.031250 Penalty: 870.854614
	Iteration 31Q: 3 clusters Score -413357 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -413359.593750 Penalty: 870.854614
	Iteration 32Q: 3 clusters Score -413359.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -413361.531250 Penalty: 870.854614
	Iteration 33Q: 3 clusters Score -413361.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -413362.937500 Penalty: 870.854614
	Iteration 34Q: 3 clusters Score -413362.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -413364.343750 Penalty: 870.854614
	Iteration 35Q: 3 clusters Score -413364.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -413364.968750 Penalty: 870.854614
	Iteration 36Q: 3 clusters Score -413365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -413365.656250 Penalty: 870.854614
	Iteration 37Q: 3 clusters Score -413365.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -413366.031250 Penalty: 870.854614
	Iteration 38Q: 3 clusters Score -413366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -413366.687500 Penalty: 870.854614
	Iteration 39Q: 3 clusters Score -413366.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -413366.218750 Penalty: 870.854614
	Iteration 40F: 3 clusters Score -413366.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -413366.437500 Penalty: 870.854614
	Iteration 41Q: 3 clusters Score -413366.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -413367.187500 Penalty: 870.854614
	Iteration 42Q: 3 clusters Score -413367.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -413367.218750 Penalty: 870.854614
	Iteration 43Q: 3 clusters Score -413367.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -413367.687500 Penalty: 870.854614
	Iteration 44Q: 3 clusters Score -413367.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -413367.687500 Penalty: 870.854614
	Iteration 45F: 3 clusters Score -413367.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 12130 members 
Mstep: Class 3 contains 2196 members 
Mstep: Class 4 contains 2265 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 120243 members 
Mstep: Class 10 contains 151234 members 
Mstep: Class 11 contains 39030 members 
Mstep: Class 12 contains 5554 members 
Mstep: Class 13 contains 22429 members 
Mstep: Class 14 contains 42180 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 16 contains 20159 members 
Mstep: Class 17 contains 27524 members 
Mstep: Class 18 contains 8366 members 
Mstep: Class 19 contains 17440 members 
Mstep: Class 20 contains 13004 members 
Entering Unmasked Estep 
Score: -15713442.000000 Penalty: 10784.217773
Splitting cluster 2 changes total score from -15713507.000000 to -15713442.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -64838.542969 Penalty: 351.502502
	Iteration 0F: 2 clusters Score -64838.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -63224.804688 Penalty: 703.005005
	Iteration 0F: 3 clusters Score -63224.8 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -63812.425781 Penalty: 703.005005
	Iteration 1F: 3 clusters Score -63812.43 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -63924.878906 Penalty: 703.005005
	Iteration 2F: 3 clusters Score -63924.88 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -63991.703125 Penalty: 703.005005
	Iteration 3F: 3 clusters Score -63991.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -64042.921875 Penalty: 703.005005
	Iteration 4Q: 3 clusters Score -64042.92 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -64097.984375 Penalty: 703.005005
	Iteration 5Q: 3 clusters Score -64097.98 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -64150.605469 Penalty: 703.005005
	Iteration 6Q: 3 clusters Score -64150.61 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -64194.117188 Penalty: 703.005005
	Iteration 7Q: 3 clusters Score -64194.12 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -64241.699219 Penalty: 703.005005
	Iteration 8Q: 3 clusters Score -64241.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -64277.835938 Penalty: 703.005005
	Iteration 9Q: 3 clusters Score -64277.84 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -64303.527344 Penalty: 703.005005
	Iteration 10Q: 3 clusters Score -64303.53 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -64336.523438 Penalty: 703.005005
	Iteration 11Q: 3 clusters Score -64336.52 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -64362.203125 Penalty: 703.005005
	Iteration 12Q: 3 clusters Score -64362.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -64376.992188 Penalty: 703.005005
	Iteration 13Q: 3 clusters Score -64376.99 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -64385.949219 Penalty: 703.005005
	Iteration 14Q: 3 clusters Score -64385.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -64393.671875 Penalty: 703.005005
	Iteration 15Q: 3 clusters Score -64393.67 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -64398.175781 Penalty: 703.005005
	Iteration 16Q: 3 clusters Score -64398.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -64403.007812 Penalty: 703.005005
	Iteration 17Q: 3 clusters Score -64403.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -64408.246094 Penalty: 703.005005
	Iteration 18Q: 3 clusters Score -64408.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -64414.605469 Penalty: 703.005005
	Iteration 19Q: 3 clusters Score -64414.61 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -64421.304688 Penalty: 703.005005
	Iteration 20F: 3 clusters Score -64421.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -64427.761719 Penalty: 703.005005
	Iteration 21Q: 3 clusters Score -64427.76 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -64438.316406 Penalty: 703.005005
	Iteration 22Q: 3 clusters Score -64438.32 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -64451.976562 Penalty: 703.005005
	Iteration 23Q: 3 clusters Score -64451.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -64466.054688 Penalty: 703.005005
	Iteration 24Q: 3 clusters Score -64466.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -64482.226562 Penalty: 703.005005
	Iteration 25Q: 3 clusters Score -64482.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -64490.562500 Penalty: 703.005005
	Iteration 26Q: 3 clusters Score -64490.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -64496.164062 Penalty: 703.005005
	Iteration 27Q: 3 clusters Score -64496.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -64500.902344 Penalty: 703.005005
	Iteration 28Q: 3 clusters Score -64500.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -64509.179688 Penalty: 703.005005
	Iteration 29Q: 3 clusters Score -64509.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -64519.609375 Penalty: 703.005005
	Iteration 30Q: 3 clusters Score -64519.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -64526.710938 Penalty: 703.005005
	Iteration 31Q: 3 clusters Score -64526.71 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -64536.144531 Penalty: 703.005005
	Iteration 32Q: 3 clusters Score -64536.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -64546.632812 Penalty: 703.005005
	Iteration 33Q: 3 clusters Score -64546.63 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -64556.539062 Penalty: 703.005005
	Iteration 34Q: 3 clusters Score -64556.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -64563.593750 Penalty: 703.005005
	Iteration 35Q: 3 clusters Score -64563.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -64570.800781 Penalty: 703.005005
	Iteration 36Q: 3 clusters Score -64570.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -64573.304688 Penalty: 703.005005
	Iteration 37Q: 3 clusters Score -64573.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -64576.261719 Penalty: 703.005005
	Iteration 38Q: 3 clusters Score -64576.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -64577.570312 Penalty: 703.005005
	Iteration 39Q: 3 clusters Score -64577.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -64578.023438 Penalty: 703.005005
	Iteration 40F: 3 clusters Score -64578.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Entering Unmasked Estep 
Score: -46917.031250 Penalty: 331.584015
	Iteration 0F: 2 clusters Score -46917.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -45820.398438 Penalty: 663.168030
	Iteration 0F: 3 clusters Score -45820.4 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -46183.808594 Penalty: 663.168030
	Iteration 1F: 3 clusters Score -46183.81 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -46278.710938 Penalty: 663.168030
	Iteration 2F: 3 clusters Score -46278.71 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -46352.863281 Penalty: 663.168030
	Iteration 3F: 3 clusters Score -46352.86 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -46409.605469 Penalty: 663.168030
	Iteration 4Q: 3 clusters Score -46409.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -46437.722656 Penalty: 663.168030
	Iteration 5Q: 3 clusters Score -46437.72 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -46462.847656 Penalty: 663.168030
	Iteration 6Q: 3 clusters Score -46462.85 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -46502.113281 Penalty: 663.168030
	Iteration 7Q: 3 clusters Score -46502.11 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -46528.515625 Penalty: 663.168030
	Iteration 8Q: 3 clusters Score -46528.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -46542.332031 Penalty: 663.168030
	Iteration 9Q: 3 clusters Score -46542.33 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -46551.300781 Penalty: 663.168030
	Iteration 10Q: 3 clusters Score -46551.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -46560.843750 Penalty: 663.168030
	Iteration 11Q: 3 clusters Score -46560.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -46570.312500 Penalty: 663.168030
	Iteration 12Q: 3 clusters Score -46570.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -46572.703125 Penalty: 663.168030
	Iteration 13Q: 3 clusters Score -46572.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -46576.320312 Penalty: 663.168030
	Iteration 14Q: 3 clusters Score -46576.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -46582.257812 Penalty: 663.168030
	Iteration 15Q: 3 clusters Score -46582.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -46593.464844 Penalty: 663.168030
	Iteration 16Q: 3 clusters Score -46593.46 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46600.195312 Penalty: 663.168030
	Iteration 17Q: 3 clusters Score -46600.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -46604.605469 Penalty: 663.168030
	Iteration 18Q: 3 clusters Score -46604.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -46608.000000 Penalty: 663.168030
	Iteration 19Q: 3 clusters Score -46608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -46610.093750 Penalty: 663.168030
	Iteration 20F: 3 clusters Score -46610.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -46612.644531 Penalty: 663.168030
	Iteration 21Q: 3 clusters Score -46612.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -46614.984375 Penalty: 663.168030
	Iteration 22Q: 3 clusters Score -46614.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -46618.070312 Penalty: 663.168030
	Iteration 23Q: 3 clusters Score -46618.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46620.394531 Penalty: 663.168030
	Iteration 24Q: 3 clusters Score -46620.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46621.175781 Penalty: 663.168030
	Iteration 25Q: 3 clusters Score -46621.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46621.937500 Penalty: 663.168030
	Iteration 26Q: 3 clusters Score -46621.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -46622.449219 Penalty: 663.168030
	Iteration 27Q: 3 clusters Score -46622.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46622.812500 Penalty: 663.168030
	Iteration 28Q: 3 clusters Score -46622.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46622.898438 Penalty: 663.168030
	Iteration 29Q: 3 clusters Score -46622.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46623.250000 Penalty: 663.168030
	Iteration 30Q: 3 clusters Score -46623.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -46623.250000 Penalty: 663.168030
	Iteration 31F: 3 clusters Score -46623.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Entering Unmasked Estep 
Score: -67396.312500 Penalty: 347.559937
	Iteration 0F: 2 clusters Score -67396.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -65915.062500 Penalty: 695.119873
	Iteration 0F: 3 clusters Score -65915.06 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -66393.132812 Penalty: 695.119873
	Iteration 1F: 3 clusters Score -66393.13 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -66460.039062 Penalty: 695.119873
	Iteration 2F: 3 clusters Score -66460.04 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -66524.906250 Penalty: 695.119873
	Iteration 3F: 3 clusters Score -66524.91 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -66595.546875 Penalty: 695.119873
	Iteration 4F: 3 clusters Score -66595.55 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -66651.468750 Penalty: 695.119873
	Iteration 5Q: 3 clusters Score -66651.47 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -66713.523438 Penalty: 695.119873
	Iteration 6Q: 3 clusters Score -66713.52 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -66767.789062 Penalty: 695.119873
	Iteration 7Q: 3 clusters Score -66767.79 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -66796.750000 Penalty: 695.119873
	Iteration 8Q: 3 clusters Score -66796.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -66816.281250 Penalty: 695.119873
	Iteration 9Q: 3 clusters Score -66816.28 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -66832.851562 Penalty: 695.119873
	Iteration 10Q: 3 clusters Score -66832.85 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -66845.484375 Penalty: 695.119873
	Iteration 11Q: 3 clusters Score -66845.48 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -66854.281250 Penalty: 695.119873
	Iteration 12Q: 3 clusters Score -66854.28 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -66860.390625 Penalty: 695.119873
	Iteration 13Q: 3 clusters Score -66860.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -66864.250000 Penalty: 695.119873
	Iteration 14Q: 3 clusters Score -66864.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -66867.593750 Penalty: 695.119873
	Iteration 15Q: 3 clusters Score -66867.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -66872.960938 Penalty: 695.119873
	Iteration 16Q: 3 clusters Score -66872.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -66882.617188 Penalty: 695.119873
	Iteration 17Q: 3 clusters Score -66882.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -66893.789062 Penalty: 695.119873
	Iteration 18Q: 3 clusters Score -66893.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -66908.289062 Penalty: 695.119873
	Iteration 19Q: 3 clusters Score -66908.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -66928.484375 Penalty: 695.119873
	Iteration 20F: 3 clusters Score -66928.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -66943.531250 Penalty: 695.119873
	Iteration 21Q: 3 clusters Score -66943.53 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -66956.156250 Penalty: 695.119873
	Iteration 22Q: 3 clusters Score -66956.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -66964.125000 Penalty: 695.119873
	Iteration 23Q: 3 clusters Score -66964.12 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -66970.109375 Penalty: 695.119873
	Iteration 24Q: 3 clusters Score -66970.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -66973.820312 Penalty: 695.119873
	Iteration 25Q: 3 clusters Score -66973.82 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -66975.531250 Penalty: 695.119873
	Iteration 26Q: 3 clusters Score -66975.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -66976.187500 Penalty: 695.119873
	Iteration 27Q: 3 clusters Score -66976.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -66976.375000 Penalty: 695.119873
	Iteration 28Q: 3 clusters Score -66976.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -66976.835938 Penalty: 695.119873
	Iteration 29Q: 3 clusters Score -66976.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -66976.820312 Penalty: 695.119873
	Iteration 30Q: 3 clusters Score -66976.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -66977.312500 Penalty: 695.119873
	Iteration 31Q: 3 clusters Score -66977.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -66979.039062 Penalty: 695.119873
	Iteration 32Q: 3 clusters Score -66979.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -66980.156250 Penalty: 695.119873
	Iteration 33Q: 3 clusters Score -66980.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -66981.218750 Penalty: 695.119873
	Iteration 34Q: 3 clusters Score -66981.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -66983.468750 Penalty: 695.119873
	Iteration 35Q: 3 clusters Score -66983.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -66984.679688 Penalty: 695.119873
	Iteration 36Q: 3 clusters Score -66984.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -66985.492188 Penalty: 695.119873
	Iteration 37Q: 3 clusters Score -66985.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -66986.234375 Penalty: 695.119873
	Iteration 38Q: 3 clusters Score -66986.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -66986.421875 Penalty: 695.119873
	Iteration 39Q: 3 clusters Score -66986.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -66986.789062 Penalty: 695.119873
	Iteration 40F: 3 clusters Score -66986.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (120243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120243 members 
Entering Unmasked Estep 
Score: -3957342.000000 Penalty: 532.225830
	Iteration 0F: 2 clusters Score -3957342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59948 members 
Mstep: Class 2 contains 60295 members 
Entering Unmasked Estep 
Score: -3876177.000000 Penalty: 1064.451660
	Iteration 0F: 3 clusters Score -3876177 nChanged 58880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56152 members 
Mstep: Class 2 contains 64091 members 
Entering Unmasked Estep 
Score: -3911600.750000 Penalty: 1064.451660
	Iteration 1F: 3 clusters Score -3911601 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 66284 members 
Entering Unmasked Estep 
Score: -3913000.750000 Penalty: 1064.451660
	Iteration 2Q: 3 clusters Score -3913001 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50486 members 
Mstep: Class 2 contains 69757 members 
Entering Unmasked Estep 
Score: -3915208.250000 Penalty: 1064.451660
	Iteration 3Q: 3 clusters Score -3915208 nChanged 6095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 74706 members 
Entering Unmasked Estep 
Score: -3918663.750000 Penalty: 1064.451660
	Iteration 4F: 3 clusters Score -3918664 nChanged 7725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 81519 members 
Entering Unmasked Estep 
Score: -3923924.000000 Penalty: 1064.451660
	Iteration 5F: 3 clusters Score -3923924 nChanged 8691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30789 members 
Mstep: Class 2 contains 89454 members 
Entering Unmasked Estep 
Score: -3930686.250000 Penalty: 1064.451660
	Iteration 6F: 3 clusters Score -3930686 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 97647 members 
Entering Unmasked Estep 
Score: -3938116.000000 Penalty: 1064.451660
	Iteration 7F: 3 clusters Score -3938116 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 104614 members 
Entering Unmasked Estep 
Score: -3944545.500000 Penalty: 1064.451660
	Iteration 8F: 3 clusters Score -3944546 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 109773 members 
Entering Unmasked Estep 
Score: -3949187.750000 Penalty: 1064.451660
	Iteration 9Q: 3 clusters Score -3949188 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 113276 members 
Entering Unmasked Estep 
Score: -3952261.500000 Penalty: 1064.451660
	Iteration 10Q: 3 clusters Score -3952262 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 115592 members 
Entering Unmasked Estep 
Score: -3954144.000000 Penalty: 1064.451660
	Iteration 11Q: 3 clusters Score -3954144 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 117071 members 
Entering Unmasked Estep 
Score: -3955248.750000 Penalty: 1064.451660
	Iteration 12Q: 3 clusters Score -3955249 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 117983 members 
Entering Unmasked Estep 
Score: -3955848.250000 Penalty: 1064.451660
	Iteration 13Q: 3 clusters Score -3955848 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 118593 members 
Entering Unmasked Estep 
Score: -3956236.000000 Penalty: 1064.451660
	Iteration 14Q: 3 clusters Score -3956236 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 118970 members 
Entering Unmasked Estep 
Score: -3956455.000000 Penalty: 1064.451660
	Iteration 15Q: 3 clusters Score -3956455 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 119237 members 
Entering Unmasked Estep 
Score: -3956615.750000 Penalty: 1064.451660
	Iteration 16Q: 3 clusters Score -3956616 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 119420 members 
Entering Unmasked Estep 
Score: -3956721.000000 Penalty: 1064.451660
	Iteration 17Q: 3 clusters Score -3956721 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 119540 members 
Entering Unmasked Estep 
Score: -3956789.250000 Penalty: 1064.451660
	Iteration 18Q: 3 clusters Score -3956789 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 119632 members 
Entering Unmasked Estep 
Score: -3956857.500000 Penalty: 1064.451660
	Iteration 19Q: 3 clusters Score -3956858 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 119686 members 
Entering Unmasked Estep 
Score: -3956912.000000 Penalty: 1064.451660
	Iteration 20F: 3 clusters Score -3956912 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 119730 members 
Entering Unmasked Estep 
Score: -3956954.250000 Penalty: 1064.451660
	Iteration 21Q: 3 clusters Score -3956954 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 119752 members 
Entering Unmasked Estep 
Score: -3956983.500000 Penalty: 1064.451660
	Iteration 22Q: 3 clusters Score -3956984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 119768 members 
Entering Unmasked Estep 
Score: -3957002.000000 Penalty: 1064.451660
	Iteration 23Q: 3 clusters Score -3957002 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 119782 members 
Entering Unmasked Estep 
Score: -3957026.750000 Penalty: 1064.451660
	Iteration 24Q: 3 clusters Score -3957027 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 119788 members 
Entering Unmasked Estep 
Score: -3957042.250000 Penalty: 1064.451660
	Iteration 25Q: 3 clusters Score -3957042 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 119791 members 
Entering Unmasked Estep 
Score: -3957043.750000 Penalty: 1064.451660
	Iteration 26Q: 3 clusters Score -3957044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 119793 members 
Entering Unmasked Estep 
Score: -3957047.750000 Penalty: 1064.451660
	Iteration 27Q: 3 clusters Score -3957048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 119794 members 
Entering Unmasked Estep 
Score: -3957054.750000 Penalty: 1064.451660
	Iteration 28Q: 3 clusters Score -3957055 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 119794 members 
Entering Unmasked Estep 
Score: -3957060.750000 Penalty: 1064.451660
	Iteration 29Q: 3 clusters Score -3957061 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 119794 members 
Entering Unmasked Estep 
Score: -3957062.000000 Penalty: 1064.451660
	Iteration 30Q: 3 clusters Score -3957062 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 119796 members 
Entering Unmasked Estep 
Score: -3957063.750000 Penalty: 1064.451660
	Iteration 31Q: 3 clusters Score -3957064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 119800 members 
Entering Unmasked Estep 
Score: -3957069.500000 Penalty: 1064.451660
	Iteration 32Q: 3 clusters Score -3957070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 119801 members 
Entering Unmasked Estep 
Score: -3957075.500000 Penalty: 1064.451660
	Iteration 33Q: 3 clusters Score -3957076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 119803 members 
Entering Unmasked Estep 
Score: -3957080.500000 Penalty: 1064.451660
	Iteration 34Q: 3 clusters Score -3957080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 119809 members 
Entering Unmasked Estep 
Score: -3957077.750000 Penalty: 1064.451660
	Iteration 35Q: 3 clusters Score -3957078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 119812 members 
Entering Unmasked Estep 
Score: -3957081.000000 Penalty: 1064.451660
	Iteration 36Q: 3 clusters Score -3957081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 119815 members 
Entering Unmasked Estep 
Score: -3957082.750000 Penalty: 1064.451660
	Iteration 37Q: 3 clusters Score -3957083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 119817 members 
Entering Unmasked Estep 
Score: -3957084.750000 Penalty: 1064.451660
	Iteration 38Q: 3 clusters Score -3957085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 119820 members 
Entering Unmasked Estep 
Score: -3957083.250000 Penalty: 1064.451660
	Iteration 39Q: 3 clusters Score -3957083 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 119824 members 
Entering Unmasked Estep 
Score: -3957087.000000 Penalty: 1064.451660
	Iteration 40F: 3 clusters Score -3957087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 119824 members 
Entering Unmasked Estep 
Score: -3957085.500000 Penalty: 1064.451660
	Iteration 41Q: 3 clusters Score -3957086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 119823 members 
Entering Unmasked Estep 
Score: -3957086.250000 Penalty: 1064.451660
	Iteration 42Q: 3 clusters Score -3957086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 119824 members 
Entering Unmasked Estep 
Score: -3957084.750000 Penalty: 1064.451660
	Iteration 43Q: 3 clusters Score -3957085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 119820 members 
Entering Unmasked Estep 
Score: -3957087.000000 Penalty: 1064.451660
	Iteration 44Q: 3 clusters Score -3957087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 119818 members 
Entering Unmasked Estep 
Score: -3957088.250000 Penalty: 1064.451660
	Iteration 45Q: 3 clusters Score -3957088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 119817 members 
Entering Unmasked Estep 
Score: -3957089.500000 Penalty: 1064.451660
	Iteration 46Q: 3 clusters Score -3957090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 119816 members 
Entering Unmasked Estep 
Score: -3957092.500000 Penalty: 1064.451660
	Iteration 47Q: 3 clusters Score -3957092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 119815 members 
Entering Unmasked Estep 
Score: -3957092.500000 Penalty: 1064.451660
	Iteration 48Q: 3 clusters Score -3957092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 119814 members 
Entering Unmasked Estep 
Score: -3957091.500000 Penalty: 1064.451660
	Iteration 49Q: 3 clusters Score -3957092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 119815 members 
Entering Unmasked Estep 
Score: -3957093.750000 Penalty: 1064.451660
	Iteration 50Q: 3 clusters Score -3957094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 119816 members 
Entering Unmasked Estep 
Score: -3957093.000000 Penalty: 1064.451660
	Iteration 51Q: 3 clusters Score -3957093 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 119816 members 
Entering Unmasked Estep 
Score: -3957093.000000 Penalty: 1064.451660
	Iteration 52F: 3 clusters Score -3957093 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (151234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151234 members 
Entering Unmasked Estep 
Score: -5017145.500000 Penalty: 542.659546
	Iteration 0F: 2 clusters Score -5017146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75793 members 
Mstep: Class 2 contains 75441 members 
Entering Unmasked Estep 
Score: -4914570.000000 Penalty: 1085.319092
	Iteration 0F: 3 clusters Score -4914570 nChanged 74279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81242 members 
Mstep: Class 2 contains 69992 members 
Entering Unmasked Estep 
Score: -4959160.500000 Penalty: 1085.319092
	Iteration 1F: 3 clusters Score -4959160 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84125 members 
Mstep: Class 2 contains 67109 members 
Entering Unmasked Estep 
Score: -4961167.500000 Penalty: 1085.319092
	Iteration 2Q: 3 clusters Score -4961168 nChanged 6986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88435 members 
Mstep: Class 2 contains 62799 members 
Entering Unmasked Estep 
Score: -4964585.500000 Penalty: 1085.319092
	Iteration 3Q: 3 clusters Score -4964586 nChanged 8593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -4970085.000000 Penalty: 1085.319092
	Iteration 4F: 3 clusters Score -4970085 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102096 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -4978068.000000 Penalty: 1085.319092
	Iteration 5F: 3 clusters Score -4978068 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109974 members 
Mstep: Class 2 contains 41260 members 
Entering Unmasked Estep 
Score: -4986967.500000 Penalty: 1085.319092
	Iteration 6F: 3 clusters Score -4986968 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117103 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -4994388.500000 Penalty: 1085.319092
	Iteration 7F: 3 clusters Score -4994388 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123191 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -4999395.000000 Penalty: 1085.319092
	Iteration 8Q: 3 clusters Score -4999395 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128649 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -5003239.500000 Penalty: 1085.319092
	Iteration 9Q: 3 clusters Score -5003240 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133677 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -5006539.500000 Penalty: 1085.319092
	Iteration 10Q: 3 clusters Score -5006540 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138190 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -5009507.000000 Penalty: 1085.319092
	Iteration 11Q: 3 clusters Score -5009507 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141789 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -5011762.500000 Penalty: 1085.319092
	Iteration 12Q: 3 clusters Score -5011762 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144580 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -5013419.000000 Penalty: 1085.319092
	Iteration 13Q: 3 clusters Score -5013419 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146639 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -5014639.500000 Penalty: 1085.319092
	Iteration 14Q: 3 clusters Score -5014640 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148050 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5015417.000000 Penalty: 1085.319092
	Iteration 15Q: 3 clusters Score -5015417 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148970 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -5015870.000000 Penalty: 1085.319092
	Iteration 16Q: 3 clusters Score -5015870 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149571 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -5016191.500000 Penalty: 1085.319092
	Iteration 17Q: 3 clusters Score -5016192 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149953 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -5016380.500000 Penalty: 1085.319092
	Iteration 18Q: 3 clusters Score -5016380 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150171 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -5016469.000000 Penalty: 1085.319092
	Iteration 19Q: 3 clusters Score -5016469 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150315 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5016529.000000 Penalty: 1085.319092
	Iteration 20F: 3 clusters Score -5016529 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150421 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5016571.500000 Penalty: 1085.319092
	Iteration 21Q: 3 clusters Score -5016572 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150493 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5016588.000000 Penalty: 1085.319092
	Iteration 22Q: 3 clusters Score -5016588 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150537 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5016609.000000 Penalty: 1085.319092
	Iteration 23Q: 3 clusters Score -5016609 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150577 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5016625.000000 Penalty: 1085.319092
	Iteration 24Q: 3 clusters Score -5016625 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150611 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5016634.000000 Penalty: 1085.319092
	Iteration 25Q: 3 clusters Score -5016634 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150638 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5016652.500000 Penalty: 1085.319092
	Iteration 26Q: 3 clusters Score -5016652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150658 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -5016657.000000 Penalty: 1085.319092
	Iteration 27Q: 3 clusters Score -5016657 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150676 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5016667.000000 Penalty: 1085.319092
	Iteration 28Q: 3 clusters Score -5016667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150681 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5016668.000000 Penalty: 1085.319092
	Iteration 29Q: 3 clusters Score -5016668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150683 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5016670.500000 Penalty: 1085.319092
	Iteration 30Q: 3 clusters Score -5016670 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5016675.000000 Penalty: 1085.319092
	Iteration 31Q: 3 clusters Score -5016675 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150693 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5016686.500000 Penalty: 1085.319092
	Iteration 32Q: 3 clusters Score -5016686 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150702 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5016693.500000 Penalty: 1085.319092
	Iteration 33Q: 3 clusters Score -5016694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150706 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -5016697.000000 Penalty: 1085.319092
	Iteration 34Q: 3 clusters Score -5016697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150712 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -5016700.000000 Penalty: 1085.319092
	Iteration 35Q: 3 clusters Score -5016700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150725 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5016699.000000 Penalty: 1085.319092
	Iteration 36Q: 3 clusters Score -5016699 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150728 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5016708.500000 Penalty: 1085.319092
	Iteration 37Q: 3 clusters Score -5016708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150736 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5016713.500000 Penalty: 1085.319092
	Iteration 38Q: 3 clusters Score -5016714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150742 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5016718.000000 Penalty: 1085.319092
	Iteration 39Q: 3 clusters Score -5016718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150743 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5016715.000000 Penalty: 1085.319092
	Iteration 40F: 3 clusters Score -5016715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150740 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5016716.500000 Penalty: 1085.319092
	Iteration 41Q: 3 clusters Score -5016716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150743 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -5016717.000000 Penalty: 1085.319092
	Iteration 42Q: 3 clusters Score -5016717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150745 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5016713.500000 Penalty: 1085.319092
	Iteration 43Q: 3 clusters Score -5016714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150748 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5016719.000000 Penalty: 1085.319092
	Iteration 44Q: 3 clusters Score -5016719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150750 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5016719.000000 Penalty: 1085.319092
	Iteration 45Q: 3 clusters Score -5016719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5016721.500000 Penalty: 1085.319092
	Iteration 46Q: 3 clusters Score -5016722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5016716.500000 Penalty: 1085.319092
	Iteration 47Q: 3 clusters Score -5016716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150754 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5016718.500000 Penalty: 1085.319092
	Iteration 48Q: 3 clusters Score -5016718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5016718.500000 Penalty: 1085.319092
	Iteration 49Q: 3 clusters Score -5016718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150754 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5016718.500000 Penalty: 1085.319092
	Iteration 50Q: 3 clusters Score -5016718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5016717.500000 Penalty: 1085.319092
	Iteration 51Q: 3 clusters Score -5016718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150753 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5016717.500000 Penalty: 1085.319092
	Iteration 52F: 3 clusters Score -5016718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39030 members 
Entering Unmasked Estep 
Score: -1251963.500000 Penalty: 481.029938
	Iteration 0F: 2 clusters Score -1251964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -1225629.875000 Penalty: 962.059875
	Iteration 0F: 3 clusters Score -1225630 nChanged 19047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -1237334.750000 Penalty: 962.059875
	Iteration 1F: 3 clusters Score -1237335 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -1238472.750000 Penalty: 962.059875
	Iteration 2F: 3 clusters Score -1238473 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -1239935.875000 Penalty: 962.059875
	Iteration 3F: 3 clusters Score -1239936 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -1241684.125000 Penalty: 962.059875
	Iteration 4F: 3 clusters Score -1241684 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -1243551.250000 Penalty: 962.059875
	Iteration 5F: 3 clusters Score -1243551 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -1245215.875000 Penalty: 962.059875
	Iteration 6F: 3 clusters Score -1245216 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -1246232.875000 Penalty: 962.059875
	Iteration 7Q: 3 clusters Score -1246233 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -1246668.750000 Penalty: 962.059875
	Iteration 8Q: 3 clusters Score -1246669 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -1246877.125000 Penalty: 962.059875
	Iteration 9Q: 3 clusters Score -1246877 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -1247030.375000 Penalty: 962.059875
	Iteration 10Q: 3 clusters Score -1247030 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -1247185.625000 Penalty: 962.059875
	Iteration 11Q: 3 clusters Score -1247186 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -1247344.250000 Penalty: 962.059875
	Iteration 12Q: 3 clusters Score -1247344 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 21257 members 
Entering Unmasked Estep 
Score: -1247504.750000 Penalty: 962.059875
	Iteration 13Q: 3 clusters Score -1247505 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -1247644.125000 Penalty: 962.059875
	Iteration 14Q: 3 clusters Score -1247644 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -1247803.125000 Penalty: 962.059875
	Iteration 15Q: 3 clusters Score -1247803 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -1247967.375000 Penalty: 962.059875
	Iteration 16Q: 3 clusters Score -1247967 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 22327 members 
Entering Unmasked Estep 
Score: -1248118.125000 Penalty: 962.059875
	Iteration 17Q: 3 clusters Score -1248118 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -1248267.625000 Penalty: 962.059875
	Iteration 18Q: 3 clusters Score -1248268 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -1248400.125000 Penalty: 962.059875
	Iteration 19Q: 3 clusters Score -1248400 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -1248522.875000 Penalty: 962.059875
	Iteration 20F: 3 clusters Score -1248523 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -1248632.750000 Penalty: 962.059875
	Iteration 21Q: 3 clusters Score -1248633 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -1248727.625000 Penalty: 962.059875
	Iteration 22Q: 3 clusters Score -1248728 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -1248808.125000 Penalty: 962.059875
	Iteration 23Q: 3 clusters Score -1248808 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -1248887.125000 Penalty: 962.059875
	Iteration 24Q: 3 clusters Score -1248887 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 24480 members 
Entering Unmasked Estep 
Score: -1248964.625000 Penalty: 962.059875
	Iteration 25Q: 3 clusters Score -1248965 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -1249043.125000 Penalty: 962.059875
	Iteration 26Q: 3 clusters Score -1249043 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -1249097.875000 Penalty: 962.059875
	Iteration 27Q: 3 clusters Score -1249098 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -1249151.000000 Penalty: 962.059875
	Iteration 28Q: 3 clusters Score -1249151 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -1249203.750000 Penalty: 962.059875
	Iteration 29Q: 3 clusters Score -1249204 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -1249251.000000 Penalty: 962.059875
	Iteration 30Q: 3 clusters Score -1249251 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -1249291.125000 Penalty: 962.059875
	Iteration 31Q: 3 clusters Score -1249291 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -1249325.750000 Penalty: 962.059875
	Iteration 32Q: 3 clusters Score -1249326 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 26594 members 
Entering Unmasked Estep 
Score: -1249368.125000 Penalty: 962.059875
	Iteration 33Q: 3 clusters Score -1249368 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -1249417.000000 Penalty: 962.059875
	Iteration 34Q: 3 clusters Score -1249417 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -1249461.875000 Penalty: 962.059875
	Iteration 35Q: 3 clusters Score -1249462 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -1249507.250000 Penalty: 962.059875
	Iteration 36Q: 3 clusters Score -1249507 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -1249528.375000 Penalty: 962.059875
	Iteration 37Q: 3 clusters Score -1249528 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11162 members 
Mstep: Class 2 contains 27868 members 
Entering Unmasked Estep 
Score: -1249561.875000 Penalty: 962.059875
	Iteration 38Q: 3 clusters Score -1249562 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -1249591.625000 Penalty: 962.059875
	Iteration 39Q: 3 clusters Score -1249592 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -1249627.125000 Penalty: 962.059875
	Iteration 40F: 3 clusters Score -1249627 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 28569 members 
Entering Unmasked Estep 
Score: -1249656.375000 Penalty: 962.059875
	Iteration 41Q: 3 clusters Score -1249656 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 28818 members 
Entering Unmasked Estep 
Score: -1249687.875000 Penalty: 962.059875
	Iteration 42Q: 3 clusters Score -1249688 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -1249725.875000 Penalty: 962.059875
	Iteration 43Q: 3 clusters Score -1249726 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -1249760.250000 Penalty: 962.059875
	Iteration 44Q: 3 clusters Score -1249760 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 29528 members 
Entering Unmasked Estep 
Score: -1249794.000000 Penalty: 962.059875
	Iteration 45Q: 3 clusters Score -1249794 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 29760 members 
Entering Unmasked Estep 
Score: -1249827.000000 Penalty: 962.059875
	Iteration 46Q: 3 clusters Score -1249827 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -1249878.875000 Penalty: 962.059875
	Iteration 47Q: 3 clusters Score -1249879 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -1249913.625000 Penalty: 962.059875
	Iteration 48Q: 3 clusters Score -1249914 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 30477 members 
Entering Unmasked Estep 
Score: -1249949.625000 Penalty: 962.059875
	Iteration 49Q: 3 clusters Score -1249950 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -1249992.375000 Penalty: 962.059875
	Iteration 50Q: 3 clusters Score -1249992 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 30983 members 
Entering Unmasked Estep 
Score: -1250034.750000 Penalty: 962.059875
	Iteration 51Q: 3 clusters Score -1250035 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 31247 members 
Entering Unmasked Estep 
Score: -1250080.500000 Penalty: 962.059875
	Iteration 52Q: 3 clusters Score -1250080 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -1250130.000000 Penalty: 962.059875
	Iteration 53Q: 3 clusters Score -1250130 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -1250185.625000 Penalty: 962.059875
	Iteration 54Q: 3 clusters Score -1250186 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 32023 members 
Entering Unmasked Estep 
Score: -1250241.375000 Penalty: 962.059875
	Iteration 55Q: 3 clusters Score -1250241 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -1250302.375000 Penalty: 962.059875
	Iteration 56Q: 3 clusters Score -1250302 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -1250380.125000 Penalty: 962.059875
	Iteration 57Q: 3 clusters Score -1250380 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -1250450.500000 Penalty: 962.059875
	Iteration 58Q: 3 clusters Score -1250450 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -1250530.500000 Penalty: 962.059875
	Iteration 59Q: 3 clusters Score -1250530 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 33428 members 
Entering Unmasked Estep 
Score: -1250605.000000 Penalty: 962.059875
	Iteration 60F: 3 clusters Score -1250605 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -1250683.250000 Penalty: 962.059875
	Iteration 61Q: 3 clusters Score -1250683 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 34007 members 
Entering Unmasked Estep 
Score: -1250750.375000 Penalty: 962.059875
	Iteration 62Q: 3 clusters Score -1250750 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -1250822.250000 Penalty: 962.059875
	Iteration 63Q: 3 clusters Score -1250822 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 34544 members 
Entering Unmasked Estep 
Score: -1250900.250000 Penalty: 962.059875
	Iteration 64Q: 3 clusters Score -1250900 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -1250971.750000 Penalty: 962.059875
	Iteration 65Q: 3 clusters Score -1250972 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 35070 members 
Entering Unmasked Estep 
Score: -1251036.125000 Penalty: 962.059875
	Iteration 66Q: 3 clusters Score -1251036 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -1251099.750000 Penalty: 962.059875
	Iteration 67Q: 3 clusters Score -1251100 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -1251157.375000 Penalty: 962.059875
	Iteration 68Q: 3 clusters Score -1251157 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 35740 members 
Entering Unmasked Estep 
Score: -1251226.250000 Penalty: 962.059875
	Iteration 69Q: 3 clusters Score -1251226 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -1251288.125000 Penalty: 962.059875
	Iteration 70Q: 3 clusters Score -1251288 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -1251351.625000 Penalty: 962.059875
	Iteration 71Q: 3 clusters Score -1251352 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 36316 members 
Entering Unmasked Estep 
Score: -1251422.000000 Penalty: 962.059875
	Iteration 72Q: 3 clusters Score -1251422 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -1251486.750000 Penalty: 962.059875
	Iteration 73Q: 3 clusters Score -1251487 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -1251543.125000 Penalty: 962.059875
	Iteration 74Q: 3 clusters Score -1251543 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -1251583.375000 Penalty: 962.059875
	Iteration 75Q: 3 clusters Score -1251583 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -1251622.250000 Penalty: 962.059875
	Iteration 76Q: 3 clusters Score -1251622 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 37069 members 
Entering Unmasked Estep 
Score: -1251658.250000 Penalty: 962.059875
	Iteration 77Q: 3 clusters Score -1251658 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 37168 members 
Entering Unmasked Estep 
Score: -1251685.375000 Penalty: 962.059875
	Iteration 78Q: 3 clusters Score -1251685 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -1251703.000000 Penalty: 962.059875
	Iteration 79Q: 3 clusters Score -1251703 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
Score: -1251715.375000 Penalty: 962.059875
	Iteration 80F: 3 clusters Score -1251715 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 37399 members 
Entering Unmasked Estep 
Score: -1251730.750000 Penalty: 962.059875
	Iteration 81Q: 3 clusters Score -1251731 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 37442 members 
Entering Unmasked Estep 
Score: -1251735.000000 Penalty: 962.059875
	Iteration 82Q: 3 clusters Score -1251735 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 37485 members 
Entering Unmasked Estep 
Score: -1251745.500000 Penalty: 962.059875
	Iteration 83Q: 3 clusters Score -1251746 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -1251756.875000 Penalty: 962.059875
	Iteration 84Q: 3 clusters Score -1251757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
Score: -1251765.125000 Penalty: 962.059875
	Iteration 85Q: 3 clusters Score -1251765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -1251766.875000 Penalty: 962.059875
	Iteration 86Q: 3 clusters Score -1251767 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -1251773.500000 Penalty: 962.059875
	Iteration 87Q: 3 clusters Score -1251774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 37636 members 
Entering Unmasked Estep 
Score: -1251780.375000 Penalty: 962.059875
	Iteration 88Q: 3 clusters Score -1251780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 37655 members 
Entering Unmasked Estep 
Score: -1251783.750000 Penalty: 962.059875
	Iteration 89Q: 3 clusters Score -1251784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -1251782.125000 Penalty: 962.059875
	Iteration 90Q: 3 clusters Score -1251782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 37683 members 
Entering Unmasked Estep 
Score: -1251785.125000 Penalty: 962.059875
	Iteration 91Q: 3 clusters Score -1251785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 37691 members 
Entering Unmasked Estep 
Score: -1251788.125000 Penalty: 962.059875
	Iteration 92Q: 3 clusters Score -1251788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -1251785.000000 Penalty: 962.059875
	Iteration 93Q: 3 clusters Score -1251785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 37705 members 
Entering Unmasked Estep 
Score: -1251787.500000 Penalty: 962.059875
	Iteration 94Q: 3 clusters Score -1251788 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -1251787.375000 Penalty: 962.059875
	Iteration 95Q: 3 clusters Score -1251787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -1251788.750000 Penalty: 962.059875
	Iteration 96Q: 3 clusters Score -1251789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 37721 members 
Entering Unmasked Estep 
Score: -1251787.250000 Penalty: 962.059875
	Iteration 97Q: 3 clusters Score -1251787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
Score: -1251788.875000 Penalty: 962.059875
	Iteration 98Q: 3 clusters Score -1251789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 37729 members 
Entering Unmasked Estep 
Score: -1251790.750000 Penalty: 962.059875
	Iteration 99Q: 3 clusters Score -1251791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 37731 members 
Entering Unmasked Estep 
Score: -1251788.750000 Penalty: 962.059875
	Iteration 100F: 3 clusters Score -1251789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -1251789.625000 Penalty: 962.059875
	Iteration 101Q: 3 clusters Score -1251790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -1251789.625000 Penalty: 962.059875
	Iteration 102F: 3 clusters Score -1251790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Entering Unmasked Estep 
Score: -177026.328125 Penalty: 392.313446
	Iteration 0F: 2 clusters Score -177026.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -173314.578125 Penalty: 784.626892
	Iteration 0F: 3 clusters Score -173314.6 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -174836.484375 Penalty: 784.626892
	Iteration 1F: 3 clusters Score -174836.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -175086.734375 Penalty: 784.626892
	Iteration 2F: 3 clusters Score -175086.7 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -175357.593750 Penalty: 784.626892
	Iteration 3F: 3 clusters Score -175357.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -175613.796875 Penalty: 784.626892
	Iteration 4F: 3 clusters Score -175613.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -175873.468750 Penalty: 784.626892
	Iteration 5F: 3 clusters Score -175873.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -176143.234375 Penalty: 784.626892
	Iteration 6F: 3 clusters Score -176143.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -176309.218750 Penalty: 784.626892
	Iteration 7Q: 3 clusters Score -176309.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -176385.171875 Penalty: 784.626892
	Iteration 8Q: 3 clusters Score -176385.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -176430.984375 Penalty: 784.626892
	Iteration 9Q: 3 clusters Score -176431 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -176469.515625 Penalty: 784.626892
	Iteration 10Q: 3 clusters Score -176469.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -176515.109375 Penalty: 784.626892
	Iteration 11Q: 3 clusters Score -176515.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -176555.734375 Penalty: 784.626892
	Iteration 12Q: 3 clusters Score -176555.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -176595.875000 Penalty: 784.626892
	Iteration 13Q: 3 clusters Score -176595.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -176628.875000 Penalty: 784.626892
	Iteration 14Q: 3 clusters Score -176628.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -176650.515625 Penalty: 784.626892
	Iteration 15Q: 3 clusters Score -176650.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -176668.046875 Penalty: 784.626892
	Iteration 16Q: 3 clusters Score -176668 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -176682.156250 Penalty: 784.626892
	Iteration 17Q: 3 clusters Score -176682.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -176695.843750 Penalty: 784.626892
	Iteration 18Q: 3 clusters Score -176695.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -176709.890625 Penalty: 784.626892
	Iteration 19Q: 3 clusters Score -176709.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -176726.078125 Penalty: 784.626892
	Iteration 20F: 3 clusters Score -176726.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -176742.328125 Penalty: 784.626892
	Iteration 21Q: 3 clusters Score -176742.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -176756.125000 Penalty: 784.626892
	Iteration 22Q: 3 clusters Score -176756.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -176768.937500 Penalty: 784.626892
	Iteration 23Q: 3 clusters Score -176768.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -176779.328125 Penalty: 784.626892
	Iteration 24Q: 3 clusters Score -176779.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -176786.812500 Penalty: 784.626892
	Iteration 25Q: 3 clusters Score -176786.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -176795.328125 Penalty: 784.626892
	Iteration 26Q: 3 clusters Score -176795.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -176805.218750 Penalty: 784.626892
	Iteration 27Q: 3 clusters Score -176805.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -176812.718750 Penalty: 784.626892
	Iteration 28Q: 3 clusters Score -176812.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -176816.046875 Penalty: 784.626892
	Iteration 29Q: 3 clusters Score -176816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -176819.625000 Penalty: 784.626892
	Iteration 30Q: 3 clusters Score -176819.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -176820.687500 Penalty: 784.626892
	Iteration 31Q: 3 clusters Score -176820.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -176821.390625 Penalty: 784.626892
	Iteration 32Q: 3 clusters Score -176821.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -176822.046875 Penalty: 784.626892
	Iteration 33Q: 3 clusters Score -176822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -176822.953125 Penalty: 784.626892
	Iteration 34Q: 3 clusters Score -176823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -176823.968750 Penalty: 784.626892
	Iteration 35Q: 3 clusters Score -176824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -176824.015625 Penalty: 784.626892
	Iteration 36Q: 3 clusters Score -176824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -176824.031250 Penalty: 784.626892
	Iteration 37Q: 3 clusters Score -176824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -176824.031250 Penalty: 784.626892
	Iteration 38F: 3 clusters Score -176824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Entering Unmasked Estep 
Score: -704766.812500 Penalty: 455.824005
	Iteration 0F: 2 clusters Score -704766.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -689840.187500 Penalty: 911.648010
	Iteration 0F: 3 clusters Score -689840.2 nChanged 10717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -696218.125000 Penalty: 911.648010
	Iteration 1F: 3 clusters Score -696218.1 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 11822 members 
Entering Unmasked Estep 
Score: -696741.562500 Penalty: 911.648010
	Iteration 2F: 3 clusters Score -696741.6 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -697385.250000 Penalty: 911.648010
	Iteration 3F: 3 clusters Score -697385.2 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -698334.187500 Penalty: 911.648010
	Iteration 4F: 3 clusters Score -698334.2 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -699581.937500 Penalty: 911.648010
	Iteration 5F: 3 clusters Score -699581.9 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -700889.000000 Penalty: 911.648010
	Iteration 6F: 3 clusters Score -700889 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -701773.000000 Penalty: 911.648010
	Iteration 7F: 3 clusters Score -701773 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -702132.062500 Penalty: 911.648010
	Iteration 8Q: 3 clusters Score -702132.1 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -702266.125000 Penalty: 911.648010
	Iteration 9Q: 3 clusters Score -702266.1 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -702341.375000 Penalty: 911.648010
	Iteration 10Q: 3 clusters Score -702341.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -702411.125000 Penalty: 911.648010
	Iteration 11Q: 3 clusters Score -702411.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -702479.625000 Penalty: 911.648010
	Iteration 12Q: 3 clusters Score -702479.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -702539.562500 Penalty: 911.648010
	Iteration 13Q: 3 clusters Score -702539.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 16429 members 
Entering Unmasked Estep 
Score: -702591.000000 Penalty: 911.648010
	Iteration 14Q: 3 clusters Score -702591 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -702642.375000 Penalty: 911.648010
	Iteration 15Q: 3 clusters Score -702642.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -702692.375000 Penalty: 911.648010
	Iteration 16Q: 3 clusters Score -702692.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -702751.875000 Penalty: 911.648010
	Iteration 17Q: 3 clusters Score -702751.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -702806.687500 Penalty: 911.648010
	Iteration 18Q: 3 clusters Score -702806.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -702865.875000 Penalty: 911.648010
	Iteration 19Q: 3 clusters Score -702865.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -702924.500000 Penalty: 911.648010
	Iteration 20F: 3 clusters Score -702924.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -702991.250000 Penalty: 911.648010
	Iteration 21Q: 3 clusters Score -702991.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -703080.687500 Penalty: 911.648010
	Iteration 22Q: 3 clusters Score -703080.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -703199.437500 Penalty: 911.648010
	Iteration 23Q: 3 clusters Score -703199.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -703346.250000 Penalty: 911.648010
	Iteration 24Q: 3 clusters Score -703346.2 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 19204 members 
Entering Unmasked Estep 
Score: -703496.750000 Penalty: 911.648010
	Iteration 25Q: 3 clusters Score -703496.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -703638.812500 Penalty: 911.648010
	Iteration 26Q: 3 clusters Score -703638.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 19766 members 
Entering Unmasked Estep 
Score: -703787.812500 Penalty: 911.648010
	Iteration 27Q: 3 clusters Score -703787.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -703942.500000 Penalty: 911.648010
	Iteration 28Q: 3 clusters Score -703942.5 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -704084.812500 Penalty: 911.648010
	Iteration 29Q: 3 clusters Score -704084.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -704191.375000 Penalty: 911.648010
	Iteration 30Q: 3 clusters Score -704191.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -704263.000000 Penalty: 911.648010
	Iteration 31Q: 3 clusters Score -704263 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -704313.625000 Penalty: 911.648010
	Iteration 32Q: 3 clusters Score -704313.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -704363.812500 Penalty: 911.648010
	Iteration 33Q: 3 clusters Score -704363.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -704408.250000 Penalty: 911.648010
	Iteration 34Q: 3 clusters Score -704408.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -704449.437500 Penalty: 911.648010
	Iteration 35Q: 3 clusters Score -704449.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 21291 members 
Entering Unmasked Estep 
Score: -704492.125000 Penalty: 911.648010
	Iteration 36Q: 3 clusters Score -704492.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -704521.625000 Penalty: 911.648010
	Iteration 37Q: 3 clusters Score -704521.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -704541.375000 Penalty: 911.648010
	Iteration 38Q: 3 clusters Score -704541.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -704555.312500 Penalty: 911.648010
	Iteration 39Q: 3 clusters Score -704555.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -704564.687500 Penalty: 911.648010
	Iteration 40F: 3 clusters Score -704564.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -704569.750000 Penalty: 911.648010
	Iteration 41Q: 3 clusters Score -704569.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -704578.000000 Penalty: 911.648010
	Iteration 42Q: 3 clusters Score -704578 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -704584.000000 Penalty: 911.648010
	Iteration 43Q: 3 clusters Score -704584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -704588.812500 Penalty: 911.648010
	Iteration 44Q: 3 clusters Score -704588.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -704589.500000 Penalty: 911.648010
	Iteration 45Q: 3 clusters Score -704589.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -704593.625000 Penalty: 911.648010
	Iteration 46Q: 3 clusters Score -704593.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -704596.062500 Penalty: 911.648010
	Iteration 47Q: 3 clusters Score -704596.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 21719 members 
Entering Unmasked Estep 
Score: -704598.625000 Penalty: 911.648010
	Iteration 48Q: 3 clusters Score -704598.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -704598.500000 Penalty: 911.648010
	Iteration 49Q: 3 clusters Score -704598.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -704600.562500 Penalty: 911.648010
	Iteration 50Q: 3 clusters Score -704600.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -704601.437500 Penalty: 911.648010
	Iteration 51Q: 3 clusters Score -704601.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -704601.875000 Penalty: 911.648010
	Iteration 52Q: 3 clusters Score -704601.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -704602.000000 Penalty: 911.648010
	Iteration 53Q: 3 clusters Score -704602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -704602.500000 Penalty: 911.648010
	Iteration 54Q: 3 clusters Score -704602.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -704602.437500 Penalty: 911.648010
	Iteration 55Q: 3 clusters Score -704602.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -704605.375000 Penalty: 911.648010
	Iteration 56Q: 3 clusters Score -704605.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -704607.312500 Penalty: 911.648010
	Iteration 57Q: 3 clusters Score -704607.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -704607.375000 Penalty: 911.648010
	Iteration 58Q: 3 clusters Score -704607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -704608.687500 Penalty: 911.648010
	Iteration 59Q: 3 clusters Score -704608.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -704608.375000 Penalty: 911.648010
	Iteration 60F: 3 clusters Score -704608.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -704607.437500 Penalty: 911.648010
	Iteration 61Q: 3 clusters Score -704607.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -704607.937500 Penalty: 911.648010
	Iteration 62Q: 3 clusters Score -704607.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -704607.937500 Penalty: 911.648010
	Iteration 63F: 3 clusters Score -704607.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42180 members 
Entering Unmasked Estep 
Score: -1241900.750000 Penalty: 484.561401
	Iteration 0F: 2 clusters Score -1241901 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -1213793.625000 Penalty: 969.122803
	Iteration 0F: 3 clusters Score -1213794 nChanged 20176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -1226739.625000 Penalty: 969.122803
	Iteration 1F: 3 clusters Score -1226740 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -1228417.875000 Penalty: 969.122803
	Iteration 2F: 3 clusters Score -1228418 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -1230582.000000 Penalty: 969.122803
	Iteration 3F: 3 clusters Score -1230582 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -1232788.750000 Penalty: 969.122803
	Iteration 4F: 3 clusters Score -1232789 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -1234690.375000 Penalty: 969.122803
	Iteration 5F: 3 clusters Score -1234690 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -1236058.250000 Penalty: 969.122803
	Iteration 6F: 3 clusters Score -1236058 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -1237033.875000 Penalty: 969.122803
	Iteration 7Q: 3 clusters Score -1237034 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 29113 members 
Entering Unmasked Estep 
Score: -1237796.250000 Penalty: 969.122803
	Iteration 8Q: 3 clusters Score -1237796 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -1238434.000000 Penalty: 969.122803
	Iteration 9Q: 3 clusters Score -1238434 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -1238925.125000 Penalty: 969.122803
	Iteration 10Q: 3 clusters Score -1238925 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -1239331.750000 Penalty: 969.122803
	Iteration 11Q: 3 clusters Score -1239332 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -1239675.125000 Penalty: 969.122803
	Iteration 12Q: 3 clusters Score -1239675 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -1239922.875000 Penalty: 969.122803
	Iteration 13Q: 3 clusters Score -1239923 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -1240148.000000 Penalty: 969.122803
	Iteration 14Q: 3 clusters Score -1240148 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -1240333.875000 Penalty: 969.122803
	Iteration 15Q: 3 clusters Score -1240334 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 34243 members 
Entering Unmasked Estep 
Score: -1240481.875000 Penalty: 969.122803
	Iteration 16Q: 3 clusters Score -1240482 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 34668 members 
Entering Unmasked Estep 
Score: -1240604.125000 Penalty: 969.122803
	Iteration 17Q: 3 clusters Score -1240604 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 35068 members 
Entering Unmasked Estep 
Score: -1240698.250000 Penalty: 969.122803
	Iteration 18Q: 3 clusters Score -1240698 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -1240794.375000 Penalty: 969.122803
	Iteration 19Q: 3 clusters Score -1240794 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 35785 members 
Entering Unmasked Estep 
Score: -1240867.375000 Penalty: 969.122803
	Iteration 20F: 3 clusters Score -1240867 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -1240931.750000 Penalty: 969.122803
	Iteration 21Q: 3 clusters Score -1240932 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 36441 members 
Entering Unmasked Estep 
Score: -1240990.000000 Penalty: 969.122803
	Iteration 22Q: 3 clusters Score -1240990 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -1241029.375000 Penalty: 969.122803
	Iteration 23Q: 3 clusters Score -1241029 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -1241067.250000 Penalty: 969.122803
	Iteration 24Q: 3 clusters Score -1241067 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -1241104.500000 Penalty: 969.122803
	Iteration 25Q: 3 clusters Score -1241104 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 37412 members 
Entering Unmasked Estep 
Score: -1241142.250000 Penalty: 969.122803
	Iteration 26Q: 3 clusters Score -1241142 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 37623 members 
Entering Unmasked Estep 
Score: -1241173.625000 Penalty: 969.122803
	Iteration 27Q: 3 clusters Score -1241174 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 37838 members 
Entering Unmasked Estep 
Score: -1241206.000000 Penalty: 969.122803
	Iteration 28Q: 3 clusters Score -1241206 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -1241236.250000 Penalty: 969.122803
	Iteration 29Q: 3 clusters Score -1241236 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -1241274.125000 Penalty: 969.122803
	Iteration 30Q: 3 clusters Score -1241274 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 38427 members 
Entering Unmasked Estep 
Score: -1241300.625000 Penalty: 969.122803
	Iteration 31Q: 3 clusters Score -1241301 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -1241333.000000 Penalty: 969.122803
	Iteration 32Q: 3 clusters Score -1241333 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -1241361.000000 Penalty: 969.122803
	Iteration 33Q: 3 clusters Score -1241361 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -1241394.750000 Penalty: 969.122803
	Iteration 34Q: 3 clusters Score -1241395 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 39145 members 
Entering Unmasked Estep 
Score: -1241431.375000 Penalty: 969.122803
	Iteration 35Q: 3 clusters Score -1241431 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -1241475.375000 Penalty: 969.122803
	Iteration 36Q: 3 clusters Score -1241475 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 39513 members 
Entering Unmasked Estep 
Score: -1241528.500000 Penalty: 969.122803
	Iteration 37Q: 3 clusters Score -1241528 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 39707 members 
Entering Unmasked Estep 
Score: -1241578.625000 Penalty: 969.122803
	Iteration 38Q: 3 clusters Score -1241579 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -1241637.125000 Penalty: 969.122803
	Iteration 39Q: 3 clusters Score -1241637 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 40064 members 
Entering Unmasked Estep 
Score: -1241679.625000 Penalty: 969.122803
	Iteration 40F: 3 clusters Score -1241680 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 40226 members 
Entering Unmasked Estep 
Score: -1241731.375000 Penalty: 969.122803
	Iteration 41Q: 3 clusters Score -1241731 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 40378 members 
Entering Unmasked Estep 
Score: -1241773.250000 Penalty: 969.122803
	Iteration 42Q: 3 clusters Score -1241773 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -1241814.000000 Penalty: 969.122803
	Iteration 43Q: 3 clusters Score -1241814 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 40668 members 
Entering Unmasked Estep 
Score: -1241850.750000 Penalty: 969.122803
	Iteration 44Q: 3 clusters Score -1241851 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -1241891.500000 Penalty: 969.122803
	Iteration 45Q: 3 clusters Score -1241892 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -1241927.125000 Penalty: 969.122803
	Iteration 46Q: 3 clusters Score -1241927 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 41035 members 
Entering Unmasked Estep 
Score: -1241966.500000 Penalty: 969.122803
	Iteration 47Q: 3 clusters Score -1241966 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 41142 members 
Entering Unmasked Estep 
Score: -1242020.375000 Penalty: 969.122803
	Iteration 48Q: 3 clusters Score -1242020 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 41239 members 
Entering Unmasked Estep 
Score: -1242092.875000 Penalty: 969.122803
	Iteration 49Q: 3 clusters Score -1242093 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -1242214.000000 Penalty: 969.122803
	Iteration 50Q: 3 clusters Score -1242214 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -1242426.875000 Penalty: 969.122803
	Iteration 51Q: 3 clusters Score -1242427 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 41401 members 
Entering Unmasked Estep 
Score: -1242568.125000 Penalty: 969.122803
	Iteration 52Q: 3 clusters Score -1242568 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
Score: -1242614.500000 Penalty: 969.122803
	Iteration 53Q: 3 clusters Score -1242614 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -1242634.000000 Penalty: 969.122803
	Iteration 54Q: 3 clusters Score -1242634 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 41287 members 
Entering Unmasked Estep 
Score: -1242648.750000 Penalty: 969.122803
	Iteration 55Q: 3 clusters Score -1242649 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 41249 members 
Entering Unmasked Estep 
Score: -1242657.750000 Penalty: 969.122803
	Iteration 56Q: 3 clusters Score -1242658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -1242660.625000 Penalty: 969.122803
	Iteration 57Q: 3 clusters Score -1242661 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 41207 members 
Entering Unmasked Estep 
Score: -1242669.250000 Penalty: 969.122803
	Iteration 58Q: 3 clusters Score -1242669 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 41189 members 
Entering Unmasked Estep 
Score: -1242676.625000 Penalty: 969.122803
	Iteration 59Q: 3 clusters Score -1242677 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -1242681.625000 Penalty: 969.122803
	Iteration 60F: 3 clusters Score -1242682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -1242686.625000 Penalty: 969.122803
	Iteration 61Q: 3 clusters Score -1242687 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -1242692.125000 Penalty: 969.122803
	Iteration 62Q: 3 clusters Score -1242692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 41128 members 
Entering Unmasked Estep 
Score: -1242697.000000 Penalty: 969.122803
	Iteration 63Q: 3 clusters Score -1242697 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 41113 members 
Entering Unmasked Estep 
Score: -1242702.125000 Penalty: 969.122803
	Iteration 64Q: 3 clusters Score -1242702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -1242705.250000 Penalty: 969.122803
	Iteration 65Q: 3 clusters Score -1242705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -1242705.750000 Penalty: 969.122803
	Iteration 66Q: 3 clusters Score -1242706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 41062 members 
Entering Unmasked Estep 
Score: -1242703.500000 Penalty: 969.122803
	Iteration 67Q: 3 clusters Score -1242704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -1242705.875000 Penalty: 969.122803
	Iteration 68Q: 3 clusters Score -1242706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 41048 members 
Entering Unmasked Estep 
Score: -1242706.875000 Penalty: 969.122803
	Iteration 69Q: 3 clusters Score -1242707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 41040 members 
Entering Unmasked Estep 
Score: -1242706.500000 Penalty: 969.122803
	Iteration 70Q: 3 clusters Score -1242706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -1242705.875000 Penalty: 969.122803
	Iteration 71Q: 3 clusters Score -1242706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -1242705.875000 Penalty: 969.122803
	Iteration 72F: 3 clusters Score -1242706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 14326 members 
Mstep: Class 3 contains 41037 members 
Mstep: Class 4 contains 2265 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 120243 members 
Mstep: Class 10 contains 151234 members 
Mstep: Class 11 contains 39030 members 
Mstep: Class 12 contains 5554 members 
Mstep: Class 13 contains 22429 members 
Mstep: Class 14 contains 1143 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 16 contains 20159 members 
Mstep: Class 17 contains 27524 members 
Mstep: Class 18 contains 8366 members 
Mstep: Class 19 contains 17440 members 
Mstep: Class 20 contains 13004 members 
Entering Unmasked Estep 
Score: -15714283.000000 Penalty: 10784.217773
Splitting cluster 14 changes total score from -15713507.000000 to -15714283.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 15 (2798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Entering Unmasked Estep 
Score: -89532.218750 Penalty: 361.118042
	Iteration 0F: 2 clusters Score -89532.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -87589.875000 Penalty: 722.236084
	Iteration 0F: 3 clusters Score -87589.88 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -88343.531250 Penalty: 722.236084
	Iteration 1F: 3 clusters Score -88343.53 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -88429.867188 Penalty: 722.236084
	Iteration 2F: 3 clusters Score -88429.87 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -88520.843750 Penalty: 722.236084
	Iteration 3F: 3 clusters Score -88520.84 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -88606.289062 Penalty: 722.236084
	Iteration 4F: 3 clusters Score -88606.29 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -88686.492188 Penalty: 722.236084
	Iteration 5Q: 3 clusters Score -88686.49 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -88741.570312 Penalty: 722.236084
	Iteration 6Q: 3 clusters Score -88741.57 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -88797.437500 Penalty: 722.236084
	Iteration 7Q: 3 clusters Score -88797.44 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -88845.312500 Penalty: 722.236084
	Iteration 8Q: 3 clusters Score -88845.31 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -88869.125000 Penalty: 722.236084
	Iteration 9Q: 3 clusters Score -88869.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -88880.171875 Penalty: 722.236084
	Iteration 10Q: 3 clusters Score -88880.17 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -88888.757812 Penalty: 722.236084
	Iteration 11Q: 3 clusters Score -88888.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -88900.640625 Penalty: 722.236084
	Iteration 12Q: 3 clusters Score -88900.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -88909.234375 Penalty: 722.236084
	Iteration 13Q: 3 clusters Score -88909.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -88913.609375 Penalty: 722.236084
	Iteration 14Q: 3 clusters Score -88913.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -88916.882812 Penalty: 722.236084
	Iteration 15Q: 3 clusters Score -88916.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -88920.210938 Penalty: 722.236084
	Iteration 16Q: 3 clusters Score -88920.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -88924.390625 Penalty: 722.236084
	Iteration 17Q: 3 clusters Score -88924.39 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -88928.117188 Penalty: 722.236084
	Iteration 18Q: 3 clusters Score -88928.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -88933.343750 Penalty: 722.236084
	Iteration 19Q: 3 clusters Score -88933.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -88938.750000 Penalty: 722.236084
	Iteration 20F: 3 clusters Score -88938.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -88941.554688 Penalty: 722.236084
	Iteration 21Q: 3 clusters Score -88941.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -88943.132812 Penalty: 722.236084
	Iteration 22Q: 3 clusters Score -88943.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -88944.492188 Penalty: 722.236084
	Iteration 23Q: 3 clusters Score -88944.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -88946.210938 Penalty: 722.236084
	Iteration 24Q: 3 clusters Score -88946.21 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -88948.984375 Penalty: 722.236084
	Iteration 25Q: 3 clusters Score -88948.98 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -88953.062500 Penalty: 722.236084
	Iteration 26Q: 3 clusters Score -88953.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -88957.265625 Penalty: 722.236084
	Iteration 27Q: 3 clusters Score -88957.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -88960.734375 Penalty: 722.236084
	Iteration 28Q: 3 clusters Score -88960.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -88963.460938 Penalty: 722.236084
	Iteration 29Q: 3 clusters Score -88963.46 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -88966.453125 Penalty: 722.236084
	Iteration 30Q: 3 clusters Score -88966.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -88969.492188 Penalty: 722.236084
	Iteration 31Q: 3 clusters Score -88969.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -88973.593750 Penalty: 722.236084
	Iteration 32Q: 3 clusters Score -88973.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -88978.148438 Penalty: 722.236084
	Iteration 33Q: 3 clusters Score -88978.15 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -88983.210938 Penalty: 722.236084
	Iteration 34Q: 3 clusters Score -88983.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -88987.460938 Penalty: 722.236084
	Iteration 35Q: 3 clusters Score -88987.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -88989.546875 Penalty: 722.236084
	Iteration 36Q: 3 clusters Score -88989.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -88992.000000 Penalty: 722.236084
	Iteration 37Q: 3 clusters Score -88992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -88992.476562 Penalty: 722.236084
	Iteration 38Q: 3 clusters Score -88992.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -88992.476562 Penalty: 722.236084
	Iteration 39F: 3 clusters Score -88992.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20159 members 
Entering Unmasked Estep 
Score: -594253.562500 Penalty: 450.968994
	Iteration 0F: 2 clusters Score -594253.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -580841.687500 Penalty: 901.937988
	Iteration 0F: 3 clusters Score -580841.7 nChanged 9553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -587263.687500 Penalty: 901.937988
	Iteration 1F: 3 clusters Score -587263.7 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -588448.250000 Penalty: 901.937988
	Iteration 2F: 3 clusters Score -588448.2 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -589606.687500 Penalty: 901.937988
	Iteration 3F: 3 clusters Score -589606.7 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -590557.687500 Penalty: 901.937988
	Iteration 4F: 3 clusters Score -590557.7 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -591302.125000 Penalty: 901.937988
	Iteration 5F: 3 clusters Score -591302.1 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -591955.937500 Penalty: 901.937988
	Iteration 6Q: 3 clusters Score -591955.9 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -592490.875000 Penalty: 901.937988
	Iteration 7Q: 3 clusters Score -592490.9 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -592979.437500 Penalty: 901.937988
	Iteration 8Q: 3 clusters Score -592979.4 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -593404.625000 Penalty: 901.937988
	Iteration 9Q: 3 clusters Score -593404.6 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -593687.562500 Penalty: 901.937988
	Iteration 10Q: 3 clusters Score -593687.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -593866.437500 Penalty: 901.937988
	Iteration 11Q: 3 clusters Score -593866.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -593973.312500 Penalty: 901.937988
	Iteration 12Q: 3 clusters Score -593973.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19540 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -594043.875000 Penalty: 901.937988
	Iteration 13Q: 3 clusters Score -594043.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -594109.687500 Penalty: 901.937988
	Iteration 14Q: 3 clusters Score -594109.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -594145.500000 Penalty: 901.937988
	Iteration 15Q: 3 clusters Score -594145.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -594156.687500 Penalty: 901.937988
	Iteration 16Q: 3 clusters Score -594156.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -594168.812500 Penalty: 901.937988
	Iteration 17Q: 3 clusters Score -594168.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -594174.375000 Penalty: 901.937988
	Iteration 18Q: 3 clusters Score -594174.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -594177.250000 Penalty: 901.937988
	Iteration 19Q: 3 clusters Score -594177.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19700 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -594180.500000 Penalty: 901.937988
	Iteration 20F: 3 clusters Score -594180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -594180.062500 Penalty: 901.937988
	Iteration 21Q: 3 clusters Score -594180.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -594180.437500 Penalty: 901.937988
	Iteration 22Q: 3 clusters Score -594180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -594179.750000 Penalty: 901.937988
	Iteration 23Q: 3 clusters Score -594179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -594179.812500 Penalty: 901.937988
	Iteration 24Q: 3 clusters Score -594179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -594180.375000 Penalty: 901.937988
	Iteration 25Q: 3 clusters Score -594180.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -594180.375000 Penalty: 901.937988
	Iteration 26Q: 3 clusters Score -594180.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -594180.375000 Penalty: 901.937988
	Iteration 27F: 3 clusters Score -594180.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (27524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Entering Unmasked Estep 
Score: -849351.062500 Penalty: 465.138031
	Iteration 0F: 2 clusters Score -849351.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -830924.750000 Penalty: 930.276062
	Iteration 0F: 3 clusters Score -830924.8 nChanged 13217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -839331.750000 Penalty: 930.276062
	Iteration 1F: 3 clusters Score -839331.8 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -840297.500000 Penalty: 930.276062
	Iteration 2F: 3 clusters Score -840297.5 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -841439.625000 Penalty: 930.276062
	Iteration 3F: 3 clusters Score -841439.6 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -842597.875000 Penalty: 930.276062
	Iteration 4F: 3 clusters Score -842597.9 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -843600.562500 Penalty: 930.276062
	Iteration 5F: 3 clusters Score -843600.6 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18140 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -844321.937500 Penalty: 930.276062
	Iteration 6Q: 3 clusters Score -844321.9 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -844839.000000 Penalty: 930.276062
	Iteration 7Q: 3 clusters Score -844839 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -845328.875000 Penalty: 930.276062
	Iteration 8Q: 3 clusters Score -845328.9 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -845807.062500 Penalty: 930.276062
	Iteration 9Q: 3 clusters Score -845807.1 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -846285.562500 Penalty: 930.276062
	Iteration 10Q: 3 clusters Score -846285.6 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -846776.812500 Penalty: 930.276062
	Iteration 11Q: 3 clusters Score -846776.8 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -847265.750000 Penalty: 930.276062
	Iteration 12Q: 3 clusters Score -847265.8 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -847737.500000 Penalty: 930.276062
	Iteration 13Q: 3 clusters Score -847737.5 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -848195.500000 Penalty: 930.276062
	Iteration 14Q: 3 clusters Score -848195.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25181 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -848577.750000 Penalty: 930.276062
	Iteration 15Q: 3 clusters Score -848577.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -848858.625000 Penalty: 930.276062
	Iteration 16Q: 3 clusters Score -848858.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -849067.312500 Penalty: 930.276062
	Iteration 17Q: 3 clusters Score -849067.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -849247.125000 Penalty: 930.276062
	Iteration 18Q: 3 clusters Score -849247.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -849351.125000 Penalty: 930.276062
	Iteration 19Q: 3 clusters Score -849351.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -849410.937500 Penalty: 930.276062
	Iteration 20F: 3 clusters Score -849410.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26658 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -849457.500000 Penalty: 930.276062
	Iteration 21Q: 3 clusters Score -849457.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -849489.062500 Penalty: 930.276062
	Iteration 22Q: 3 clusters Score -849489.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -849512.437500 Penalty: 930.276062
	Iteration 23Q: 3 clusters Score -849512.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26819 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -849521.437500 Penalty: 930.276062
	Iteration 24Q: 3 clusters Score -849521.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -849530.062500 Penalty: 930.276062
	Iteration 25Q: 3 clusters Score -849530.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -849532.812500 Penalty: 930.276062
	Iteration 26Q: 3 clusters Score -849532.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -849542.562500 Penalty: 930.276062
	Iteration 27Q: 3 clusters Score -849542.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -849544.312500 Penalty: 930.276062
	Iteration 28Q: 3 clusters Score -849544.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -849547.750000 Penalty: 930.276062
	Iteration 29Q: 3 clusters Score -849547.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -849548.750000 Penalty: 930.276062
	Iteration 30Q: 3 clusters Score -849548.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -849549.375000 Penalty: 930.276062
	Iteration 31Q: 3 clusters Score -849549.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26912 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -849551.500000 Penalty: 930.276062
	Iteration 32Q: 3 clusters Score -849551.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -849552.187500 Penalty: 930.276062
	Iteration 33Q: 3 clusters Score -849552.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -849555.687500 Penalty: 930.276062
	Iteration 34Q: 3 clusters Score -849555.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -849555.125000 Penalty: 930.276062
	Iteration 35Q: 3 clusters Score -849555.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -849555.375000 Penalty: 930.276062
	Iteration 36Q: 3 clusters Score -849555.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -849556.250000 Penalty: 930.276062
	Iteration 37Q: 3 clusters Score -849556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -849555.187500 Penalty: 930.276062
	Iteration 38Q: 3 clusters Score -849555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -849556.375000 Penalty: 930.276062
	Iteration 39Q: 3 clusters Score -849556.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26927 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -849556.000000 Penalty: 930.276062
	Iteration 40F: 3 clusters Score -849556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -849555.187500 Penalty: 930.276062
	Iteration 41Q: 3 clusters Score -849555.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -849555.625000 Penalty: 930.276062
	Iteration 42Q: 3 clusters Score -849555.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -849555.937500 Penalty: 930.276062
	Iteration 43Q: 3 clusters Score -849555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -849555.937500 Penalty: 930.276062
	Iteration 44F: 3 clusters Score -849555.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 14326 members 
Mstep: Class 3 contains 41037 members 
Mstep: Class 4 contains 2265 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 120243 members 
Mstep: Class 8 contains 602 members 
Mstep: Class 10 contains 151234 members 
Mstep: Class 11 contains 39030 members 
Mstep: Class 12 contains 5554 members 
Mstep: Class 13 contains 22429 members 
Mstep: Class 14 contains 1143 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 16 contains 20159 members 
Mstep: Class 17 contains 26922 members 
Mstep: Class 18 contains 8366 members 
Mstep: Class 19 contains 17440 members 
Mstep: Class 20 contains 13004 members 
Entering Unmasked Estep 
Score: -15714383.000000 Penalty: 11383.340820
Splitting cluster 17 changes total score from -15713507.000000 to -15714383.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 18 (8366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Entering Unmasked Estep 
Score: -279201.281250 Penalty: 410.952850
	Iteration 0F: 2 clusters Score -279201.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -273586.937500 Penalty: 821.905701
	Iteration 0F: 3 clusters Score -273586.9 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -275740.406250 Penalty: 821.905701
	Iteration 1F: 3 clusters Score -275740.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -275929.218750 Penalty: 821.905701
	Iteration 2F: 3 clusters Score -275929.2 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -276155.562500 Penalty: 821.905701
	Iteration 3F: 3 clusters Score -276155.6 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -276441.406250 Penalty: 821.905701
	Iteration 4F: 3 clusters Score -276441.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -276811.468750 Penalty: 821.905701
	Iteration 5F: 3 clusters Score -276811.5 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -277209.500000 Penalty: 821.905701
	Iteration 6F: 3 clusters Score -277209.5 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -277618.125000 Penalty: 821.905701
	Iteration 7F: 3 clusters Score -277618.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -277880.843750 Penalty: 821.905701
	Iteration 8Q: 3 clusters Score -277880.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -278030.843750 Penalty: 821.905701
	Iteration 9Q: 3 clusters Score -278030.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -278108.312500 Penalty: 821.905701
	Iteration 10Q: 3 clusters Score -278108.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -278168.375000 Penalty: 821.905701
	Iteration 11Q: 3 clusters Score -278168.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -278234.000000 Penalty: 821.905701
	Iteration 12Q: 3 clusters Score -278234 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -278308.218750 Penalty: 821.905701
	Iteration 13Q: 3 clusters Score -278308.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -278364.937500 Penalty: 821.905701
	Iteration 14Q: 3 clusters Score -278364.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -278409.375000 Penalty: 821.905701
	Iteration 15Q: 3 clusters Score -278409.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -278436.218750 Penalty: 821.905701
	Iteration 16Q: 3 clusters Score -278436.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -278455.531250 Penalty: 821.905701
	Iteration 17Q: 3 clusters Score -278455.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -278475.187500 Penalty: 821.905701
	Iteration 18Q: 3 clusters Score -278475.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -278490.937500 Penalty: 821.905701
	Iteration 19Q: 3 clusters Score -278490.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -278505.656250 Penalty: 821.905701
	Iteration 20F: 3 clusters Score -278505.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -278522.531250 Penalty: 821.905701
	Iteration 21Q: 3 clusters Score -278522.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -278536.562500 Penalty: 821.905701
	Iteration 22Q: 3 clusters Score -278536.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -278551.875000 Penalty: 821.905701
	Iteration 23Q: 3 clusters Score -278551.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -278567.000000 Penalty: 821.905701
	Iteration 24Q: 3 clusters Score -278567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -278581.218750 Penalty: 821.905701
	Iteration 25Q: 3 clusters Score -278581.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -278596.562500 Penalty: 821.905701
	Iteration 26Q: 3 clusters Score -278596.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -278612.437500 Penalty: 821.905701
	Iteration 27Q: 3 clusters Score -278612.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -278623.750000 Penalty: 821.905701
	Iteration 28Q: 3 clusters Score -278623.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -278632.500000 Penalty: 821.905701
	Iteration 29Q: 3 clusters Score -278632.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -278645.875000 Penalty: 821.905701
	Iteration 30Q: 3 clusters Score -278645.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -278661.093750 Penalty: 821.905701
	Iteration 31Q: 3 clusters Score -278661.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -278674.281250 Penalty: 821.905701
	Iteration 32Q: 3 clusters Score -278674.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -278684.781250 Penalty: 821.905701
	Iteration 33Q: 3 clusters Score -278684.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -278696.156250 Penalty: 821.905701
	Iteration 34Q: 3 clusters Score -278696.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -278706.625000 Penalty: 821.905701
	Iteration 35Q: 3 clusters Score -278706.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -278713.656250 Penalty: 821.905701
	Iteration 36Q: 3 clusters Score -278713.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -278717.687500 Penalty: 821.905701
	Iteration 37Q: 3 clusters Score -278717.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -278719.968750 Penalty: 821.905701
	Iteration 38Q: 3 clusters Score -278720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -278721.812500 Penalty: 821.905701
	Iteration 39Q: 3 clusters Score -278721.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -278724.031250 Penalty: 821.905701
	Iteration 40F: 3 clusters Score -278724 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -278726.218750 Penalty: 821.905701
	Iteration 41Q: 3 clusters Score -278726.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -278729.500000 Penalty: 821.905701
	Iteration 42Q: 3 clusters Score -278729.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -278732.250000 Penalty: 821.905701
	Iteration 43Q: 3 clusters Score -278732.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -278735.875000 Penalty: 821.905701
	Iteration 44Q: 3 clusters Score -278735.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -278740.062500 Penalty: 821.905701
	Iteration 45Q: 3 clusters Score -278740.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -278746.312500 Penalty: 821.905701
	Iteration 46Q: 3 clusters Score -278746.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -278754.000000 Penalty: 821.905701
	Iteration 47Q: 3 clusters Score -278754 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -278760.968750 Penalty: 821.905701
	Iteration 48Q: 3 clusters Score -278761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -278766.937500 Penalty: 821.905701
	Iteration 49Q: 3 clusters Score -278766.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -278771.062500 Penalty: 821.905701
	Iteration 50Q: 3 clusters Score -278771.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -278772.500000 Penalty: 821.905701
	Iteration 51Q: 3 clusters Score -278772.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -278772.812500 Penalty: 821.905701
	Iteration 52Q: 3 clusters Score -278772.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -278772.781250 Penalty: 821.905701
	Iteration 53Q: 3 clusters Score -278772.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -278773.312500 Penalty: 821.905701
	Iteration 54Q: 3 clusters Score -278773.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -278773.312500 Penalty: 821.905701
	Iteration 55Q: 3 clusters Score -278773.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -278773.312500 Penalty: 821.905701
	Iteration 56F: 3 clusters Score -278773.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17440 members 
Entering Unmasked Estep 
Score: -588744.937500 Penalty: 444.376740
	Iteration 0F: 2 clusters Score -588744.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -577122.625000 Penalty: 888.753479
	Iteration 0F: 3 clusters Score -577122.6 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -582270.562500 Penalty: 888.753479
	Iteration 1F: 3 clusters Score -582270.6 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -582936.687500 Penalty: 888.753479
	Iteration 2F: 3 clusters Score -582936.7 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -583692.375000 Penalty: 888.753479
	Iteration 3F: 3 clusters Score -583692.4 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -584457.937500 Penalty: 888.753479
	Iteration 4F: 3 clusters Score -584457.9 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -585288.875000 Penalty: 888.753479
	Iteration 5F: 3 clusters Score -585288.9 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -586190.812500 Penalty: 888.753479
	Iteration 6F: 3 clusters Score -586190.8 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -586939.062500 Penalty: 888.753479
	Iteration 7Q: 3 clusters Score -586939.1 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15814 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -587459.500000 Penalty: 888.753479
	Iteration 8Q: 3 clusters Score -587459.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -587760.500000 Penalty: 888.753479
	Iteration 9Q: 3 clusters Score -587760.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -587939.875000 Penalty: 888.753479
	Iteration 10Q: 3 clusters Score -587939.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -588059.875000 Penalty: 888.753479
	Iteration 11Q: 3 clusters Score -588059.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -588126.250000 Penalty: 888.753479
	Iteration 12Q: 3 clusters Score -588126.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -588166.125000 Penalty: 888.753479
	Iteration 13Q: 3 clusters Score -588166.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -588187.375000 Penalty: 888.753479
	Iteration 14Q: 3 clusters Score -588187.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -588216.750000 Penalty: 888.753479
	Iteration 15Q: 3 clusters Score -588216.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -588254.250000 Penalty: 888.753479
	Iteration 16Q: 3 clusters Score -588254.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -588276.687500 Penalty: 888.753479
	Iteration 17Q: 3 clusters Score -588276.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16854 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -588295.125000 Penalty: 888.753479
	Iteration 18Q: 3 clusters Score -588295.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -588302.187500 Penalty: 888.753479
	Iteration 19Q: 3 clusters Score -588302.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -588306.000000 Penalty: 888.753479
	Iteration 20F: 3 clusters Score -588306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -588310.687500 Penalty: 888.753479
	Iteration 21Q: 3 clusters Score -588310.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -588314.437500 Penalty: 888.753479
	Iteration 22Q: 3 clusters Score -588314.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -588320.000000 Penalty: 888.753479
	Iteration 23Q: 3 clusters Score -588320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -588322.562500 Penalty: 888.753479
	Iteration 24Q: 3 clusters Score -588322.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -588326.062500 Penalty: 888.753479
	Iteration 25Q: 3 clusters Score -588326.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -588331.375000 Penalty: 888.753479
	Iteration 26Q: 3 clusters Score -588331.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -588337.625000 Penalty: 888.753479
	Iteration 27Q: 3 clusters Score -588337.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -588344.062500 Penalty: 888.753479
	Iteration 28Q: 3 clusters Score -588344.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -588346.500000 Penalty: 888.753479
	Iteration 29Q: 3 clusters Score -588346.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -588348.500000 Penalty: 888.753479
	Iteration 30Q: 3 clusters Score -588348.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -588350.000000 Penalty: 888.753479
	Iteration 31Q: 3 clusters Score -588350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -588353.812500 Penalty: 888.753479
	Iteration 32Q: 3 clusters Score -588353.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -588356.125000 Penalty: 888.753479
	Iteration 33Q: 3 clusters Score -588356.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -588357.625000 Penalty: 888.753479
	Iteration 34Q: 3 clusters Score -588357.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -588359.625000 Penalty: 888.753479
	Iteration 35Q: 3 clusters Score -588359.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -588360.625000 Penalty: 888.753479
	Iteration 36Q: 3 clusters Score -588360.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -588361.437500 Penalty: 888.753479
	Iteration 37Q: 3 clusters Score -588361.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -588362.125000 Penalty: 888.753479
	Iteration 38Q: 3 clusters Score -588362.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -588362.437500 Penalty: 888.753479
	Iteration 39Q: 3 clusters Score -588362.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -588363.125000 Penalty: 888.753479
	Iteration 40F: 3 clusters Score -588363.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Entering Unmasked Estep 
Score: -437915.031250 Penalty: 431.022034
	Iteration 0F: 2 clusters Score -437915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -429230.000000 Penalty: 862.044067
	Iteration 0F: 3 clusters Score -429230 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -432927.500000 Penalty: 862.044067
	Iteration 1F: 3 clusters Score -432927.5 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -433549.093750 Penalty: 862.044067
	Iteration 2F: 3 clusters Score -433549.1 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -434428.156250 Penalty: 862.044067
	Iteration 3F: 3 clusters Score -434428.2 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -435403.625000 Penalty: 862.044067
	Iteration 4F: 3 clusters Score -435403.6 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -436159.625000 Penalty: 862.044067
	Iteration 5F: 3 clusters Score -436159.6 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -436635.375000 Penalty: 862.044067
	Iteration 6Q: 3 clusters Score -436635.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -436874.718750 Penalty: 862.044067
	Iteration 7Q: 3 clusters Score -436874.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -437038.500000 Penalty: 862.044067
	Iteration 8Q: 3 clusters Score -437038.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -437180.000000 Penalty: 862.044067
	Iteration 9Q: 3 clusters Score -437180 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -437308.875000 Penalty: 862.044067
	Iteration 10Q: 3 clusters Score -437308.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -437412.125000 Penalty: 862.044067
	Iteration 11Q: 3 clusters Score -437412.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -437490.093750 Penalty: 862.044067
	Iteration 12Q: 3 clusters Score -437490.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -437545.218750 Penalty: 862.044067
	Iteration 13Q: 3 clusters Score -437545.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -437599.250000 Penalty: 862.044067
	Iteration 14Q: 3 clusters Score -437599.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -437630.281250 Penalty: 862.044067
	Iteration 15Q: 3 clusters Score -437630.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -437642.625000 Penalty: 862.044067
	Iteration 16Q: 3 clusters Score -437642.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -437649.906250 Penalty: 862.044067
	Iteration 17Q: 3 clusters Score -437649.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -437657.593750 Penalty: 862.044067
	Iteration 18Q: 3 clusters Score -437657.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -437662.812500 Penalty: 862.044067
	Iteration 19Q: 3 clusters Score -437662.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -437667.500000 Penalty: 862.044067
	Iteration 20F: 3 clusters Score -437667.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -437673.312500 Penalty: 862.044067
	Iteration 21Q: 3 clusters Score -437673.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -437677.312500 Penalty: 862.044067
	Iteration 22Q: 3 clusters Score -437677.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -437682.343750 Penalty: 862.044067
	Iteration 23Q: 3 clusters Score -437682.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -437684.875000 Penalty: 862.044067
	Iteration 24Q: 3 clusters Score -437684.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -437685.531250 Penalty: 862.044067
	Iteration 25Q: 3 clusters Score -437685.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -437687.218750 Penalty: 862.044067
	Iteration 26Q: 3 clusters Score -437687.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -437689.093750 Penalty: 862.044067
	Iteration 27Q: 3 clusters Score -437689.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -437688.250000 Penalty: 862.044067
	Iteration 28Q: 3 clusters Score -437688.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -437687.593750 Penalty: 862.044067
	Iteration 29Q: 3 clusters Score -437687.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -437688.687500 Penalty: 862.044067
	Iteration 30Q: 3 clusters Score -437688.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -437689.968750 Penalty: 862.044067
	Iteration 31Q: 3 clusters Score -437690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -437691.000000 Penalty: 862.044067
	Iteration 32Q: 3 clusters Score -437691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -437691.281250 Penalty: 862.044067
	Iteration 33Q: 3 clusters Score -437691.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -437691.468750 Penalty: 862.044067
	Iteration 34Q: 3 clusters Score -437691.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -437691.000000 Penalty: 862.044067
	Iteration 35Q: 3 clusters Score -437691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -437691.062500 Penalty: 862.044067
	Iteration 36Q: 3 clusters Score -437691.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -437691.062500 Penalty: 862.044067
	Iteration 37F: 3 clusters Score -437691.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 32938 members 
Mstep: Class 2 contains 14326 members 
Mstep: Class 4 contains 2265 members 
Mstep: Class 5 contains 1462 members 
Mstep: Class 6 contains 2077 members 
Mstep: Class 7 contains 120243 members 
Mstep: Class 10 contains 151234 members 
Mstep: Class 11 contains 39030 members 
Mstep: Class 12 contains 5554 members 
Mstep: Class 13 contains 22429 members 
Mstep: Class 14 contains 1143 members 
Mstep: Class 15 contains 2798 members 
Mstep: Class 16 contains 20159 members 
Mstep: Class 17 contains 26922 members 
Mstep: Class 18 contains 8366 members 
Mstep: Class 19 contains 17440 members 
Mstep: Class 20 contains 13004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15714998.000000 Penalty: 11383.340820
Iteration 39Q: 20 clusters Score -1.5715e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 14466 members 
Mstep: Class 3 contains 40274 members 
Mstep: Class 4 contains 2340 members 
Mstep: Class 5 contains 1457 members 
Mstep: Class 6 contains 2093 members 
Mstep: Class 7 contains 120286 members 
Mstep: Class 8 contains 625 members 
Mstep: Class 10 contains 151349 members 
Mstep: Class 11 contains 39491 members 
Mstep: Class 12 contains 5604 members 
Mstep: Class 13 contains 22450 members 
Mstep: Class 14 contains 1238 members 
Mstep: Class 15 contains 2769 members 
Mstep: Class 16 contains 19833 members 
Mstep: Class 17 contains 26758 members 
Mstep: Class 18 contains 8391 members 
Mstep: Class 19 contains 17533 members 
Mstep: Class 20 contains 13076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15715664.000000 Penalty: 11383.340820
Iteration 40F: 20 clusters Score -1.571566e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 14579 members 
Mstep: Class 3 contains 39635 members 
Mstep: Class 4 contains 2469 members 
Mstep: Class 5 contains 1448 members 
Mstep: Class 6 contains 2119 members 
Mstep: Class 7 contains 120255 members 
Mstep: Class 8 contains 703 members 
Mstep: Class 10 contains 151458 members 
Mstep: Class 11 contains 39954 members 
Mstep: Class 12 contains 5609 members 
Mstep: Class 13 contains 22461 members 
Mstep: Class 14 contains 1296 members 
Mstep: Class 15 contains 2727 members 
Mstep: Class 16 contains 19493 members 
Mstep: Class 17 contains 26598 members 
Mstep: Class 18 contains 8403 members 
Mstep: Class 19 contains 17616 members 
Mstep: Class 20 contains 13126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15716298.000000 Penalty: 11383.340820
Iteration 41Q: 20 clusters Score -1.57163e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 14679 members 
Mstep: Class 3 contains 38950 members 
Mstep: Class 4 contains 2579 members 
Mstep: Class 5 contains 1446 members 
Mstep: Class 6 contains 2145 members 
Mstep: Class 7 contains 120227 members 
Mstep: Class 8 contains 765 members 
Mstep: Class 10 contains 151581 members 
Mstep: Class 11 contains 40424 members 
Mstep: Class 12 contains 5612 members 
Mstep: Class 13 contains 22477 members 
Mstep: Class 14 contains 1349 members 
Mstep: Class 15 contains 2694 members 
Mstep: Class 16 contains 19187 members 
Mstep: Class 17 contains 26451 members 
Mstep: Class 18 contains 8418 members 
Mstep: Class 19 contains 17684 members 
Mstep: Class 20 contains 13187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15716646.000000 Penalty: 11383.340820
Iteration 42Q: 20 clusters Score -1.571665e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33268 members 
Mstep: Class 2 contains 14766 members 
Mstep: Class 3 contains 38319 members 
Mstep: Class 4 contains 2656 members 
Mstep: Class 5 contains 1449 members 
Mstep: Class 6 contains 2180 members 
Mstep: Class 7 contains 120208 members 
Mstep: Class 8 contains 831 members 
Mstep: Class 10 contains 151707 members 
Mstep: Class 11 contains 40886 members 
Mstep: Class 12 contains 5622 members 
Mstep: Class 13 contains 22496 members 
Mstep: Class 14 contains 1425 members 
Mstep: Class 15 contains 2665 members 
Mstep: Class 16 contains 18852 members 
Mstep: Class 17 contains 26329 members 
Mstep: Class 18 contains 8419 members 
Mstep: Class 19 contains 17746 members 
Mstep: Class 20 contains 13208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15716983.000000 Penalty: 11383.340820
Iteration 43Q: 20 clusters Score -1.571698e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 14857 members 
Mstep: Class 3 contains 37677 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 1455 members 
Mstep: Class 6 contains 2216 members 
Mstep: Class 7 contains 120201 members 
Mstep: Class 8 contains 887 members 
Mstep: Class 10 contains 151815 members 
Mstep: Class 11 contains 41321 members 
Mstep: Class 12 contains 5645 members 
Mstep: Class 13 contains 22511 members 
Mstep: Class 14 contains 1489 members 
Mstep: Class 15 contains 2627 members 
Mstep: Class 16 contains 18532 members 
Mstep: Class 17 contains 26222 members 
Mstep: Class 18 contains 8428 members 
Mstep: Class 19 contains 17807 members 
Mstep: Class 20 contains 13245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15717347.000000 Penalty: 11383.340820
Iteration 44Q: 20 clusters Score -1.571735e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33444 members 
Mstep: Class 2 contains 14937 members 
Mstep: Class 3 contains 37052 members 
Mstep: Class 4 contains 2840 members 
Mstep: Class 5 contains 1461 members 
Mstep: Class 6 contains 2248 members 
Mstep: Class 7 contains 120176 members 
Mstep: Class 8 contains 941 members 
Mstep: Class 10 contains 151965 members 
Mstep: Class 11 contains 41773 members 
Mstep: Class 12 contains 5659 members 
Mstep: Class 13 contains 22508 members 
Mstep: Class 14 contains 1543 members 
Mstep: Class 15 contains 2586 members 
Mstep: Class 16 contains 18218 members 
Mstep: Class 17 contains 26104 members 
Mstep: Class 18 contains 8427 members 
Mstep: Class 19 contains 17862 members 
Mstep: Class 20 contains 13288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15717610.000000 Penalty: 11383.340820
Iteration 45Q: 20 clusters Score -1.571761e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 15003 members 
Mstep: Class 3 contains 36392 members 
Mstep: Class 4 contains 2953 members 
Mstep: Class 5 contains 1464 members 
Mstep: Class 6 contains 2266 members 
Mstep: Class 7 contains 120143 members 
Mstep: Class 8 contains 993 members 
Mstep: Class 10 contains 152147 members 
Mstep: Class 11 contains 42235 members 
Mstep: Class 12 contains 5667 members 
Mstep: Class 13 contains 22513 members 
Mstep: Class 14 contains 1599 members 
Mstep: Class 15 contains 2554 members 
Mstep: Class 16 contains 17912 members 
Mstep: Class 17 contains 26002 members 
Mstep: Class 18 contains 8432 members 
Mstep: Class 19 contains 17919 members 
Mstep: Class 20 contains 13330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15717820.000000 Penalty: 11383.340820
Iteration 46Q: 20 clusters Score -1.571782e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 15095 members 
Mstep: Class 3 contains 35739 members 
Mstep: Class 4 contains 3067 members 
Mstep: Class 5 contains 1482 members 
Mstep: Class 6 contains 2277 members 
Mstep: Class 7 contains 120107 members 
Mstep: Class 8 contains 1029 members 
Mstep: Class 10 contains 152328 members 
Mstep: Class 11 contains 42673 members 
Mstep: Class 12 contains 5676 members 
Mstep: Class 13 contains 22493 members 
Mstep: Class 14 contains 1643 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 17646 members 
Mstep: Class 17 contains 25914 members 
Mstep: Class 18 contains 8421 members 
Mstep: Class 19 contains 17962 members 
Mstep: Class 20 contains 13368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15718164.000000 Penalty: 11383.340820
Iteration 47Q: 20 clusters Score -1.571816e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 15178 members 
Mstep: Class 3 contains 35056 members 
Mstep: Class 4 contains 3157 members 
Mstep: Class 5 contains 1499 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 120082 members 
Mstep: Class 8 contains 1062 members 
Mstep: Class 10 contains 152522 members 
Mstep: Class 11 contains 43126 members 
Mstep: Class 12 contains 5680 members 
Mstep: Class 13 contains 22476 members 
Mstep: Class 14 contains 1692 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 17418 members 
Mstep: Class 17 contains 25827 members 
Mstep: Class 18 contains 8402 members 
Mstep: Class 19 contains 18003 members 
Mstep: Class 20 contains 13409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15718373.000000 Penalty: 11383.340820
Iteration 48Q: 20 clusters Score -1.571837e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 33753 members 
Mstep: Class 2 contains 15249 members 
Mstep: Class 3 contains 34418 members 
Mstep: Class 4 contains 3242 members 
Mstep: Class 5 contains 1510 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 120078 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 10 contains 152721 members 
Mstep: Class 11 contains 43547 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 22448 members 
Mstep: Class 14 contains 1736 members 
Mstep: Class 15 contains 2459 members 
Mstep: Class 16 contains 17219 members 
Mstep: Class 17 contains 25729 members 
Mstep: Class 18 contains 8368 members 
Mstep: Class 19 contains 18044 members 
Mstep: Class 20 contains 13442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15718596.000000 Penalty: 11383.340820
Iteration 49Q: 20 clusters Score -1.57186e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 33832 members 
Mstep: Class 2 contains 15317 members 
Mstep: Class 3 contains 33846 members 
Mstep: Class 4 contains 3342 members 
Mstep: Class 5 contains 1514 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 120075 members 
Mstep: Class 8 contains 1139 members 
Mstep: Class 10 contains 152890 members 
Mstep: Class 11 contains 43980 members 
Mstep: Class 12 contains 5698 members 
Mstep: Class 13 contains 22398 members 
Mstep: Class 14 contains 1768 members 
Mstep: Class 15 contains 2430 members 
Mstep: Class 16 contains 17008 members 
Mstep: Class 17 contains 25634 members 
Mstep: Class 18 contains 8338 members 
Mstep: Class 19 contains 18086 members 
Mstep: Class 20 contains 13456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15718884.000000 Penalty: 11383.340820
Iteration 50Q: 20 clusters Score -1.571888e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 15346 members 
Mstep: Class 3 contains 33336 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 1523 members 
Mstep: Class 6 contains 2290 members 
Mstep: Class 7 contains 120080 members 
Mstep: Class 8 contains 1168 members 
Mstep: Class 10 contains 153054 members 
Mstep: Class 11 contains 44381 members 
Mstep: Class 12 contains 5695 members 
Mstep: Class 13 contains 22350 members 
Mstep: Class 14 contains 1797 members 
Mstep: Class 15 contains 2407 members 
Mstep: Class 16 contains 16814 members 
Mstep: Class 17 contains 25553 members 
Mstep: Class 18 contains 8314 members 
Mstep: Class 19 contains 18135 members 
Mstep: Class 20 contains 13474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15719138.000000 Penalty: 11383.340820
Iteration 51Q: 20 clusters Score -1.571914e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 74 members 
Mstep: Class 1 contains 33920 members 
Mstep: Class 2 contains 15385 members 
Mstep: Class 3 contains 32834 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 1521 members 
Mstep: Class 6 contains 2302 members 
Mstep: Class 7 contains 120097 members 
Mstep: Class 8 contains 1194 members 
Mstep: Class 10 contains 153180 members 
Mstep: Class 11 contains 44756 members 
Mstep: Class 12 contains 5698 members 
Mstep: Class 13 contains 22298 members 
Mstep: Class 14 contains 1839 members 
Mstep: Class 15 contains 2385 members 
Mstep: Class 16 contains 16633 members 
Mstep: Class 17 contains 25444 members 
Mstep: Class 18 contains 8315 members 
Mstep: Class 19 contains 18205 members 
Mstep: Class 20 contains 13498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15719379.000000 Penalty: 11383.340820
Iteration 52Q: 20 clusters Score -1.571938e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 33942 members 
Mstep: Class 2 contains 15425 members 
Mstep: Class 3 contains 32395 members 
Mstep: Class 4 contains 3628 members 
Mstep: Class 5 contains 1522 members 
Mstep: Class 6 contains 2318 members 
Mstep: Class 7 contains 120104 members 
Mstep: Class 8 contains 1216 members 
Mstep: Class 10 contains 153285 members 
Mstep: Class 11 contains 45139 members 
Mstep: Class 12 contains 5709 members 
Mstep: Class 13 contains 22242 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 2374 members 
Mstep: Class 16 contains 16435 members 
Mstep: Class 17 contains 25339 members 
Mstep: Class 18 contains 8298 members 
Mstep: Class 19 contains 18271 members 
Mstep: Class 20 contains 13519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15719607.000000 Penalty: 11383.340820
Iteration 53Q: 20 clusters Score -1.571961e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 15456 members 
Mstep: Class 3 contains 31995 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 1523 members 
Mstep: Class 6 contains 2329 members 
Mstep: Class 7 contains 120121 members 
Mstep: Class 8 contains 1237 members 
Mstep: Class 10 contains 153401 members 
Mstep: Class 11 contains 45525 members 
Mstep: Class 12 contains 5705 members 
Mstep: Class 13 contains 22185 members 
Mstep: Class 14 contains 1899 members 
Mstep: Class 15 contains 2365 members 
Mstep: Class 16 contains 16218 members 
Mstep: Class 17 contains 25242 members 
Mstep: Class 18 contains 8268 members 
Mstep: Class 19 contains 18341 members 
Mstep: Class 20 contains 13552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15719724.000000 Penalty: 11383.340820
Iteration 54Q: 20 clusters Score -1.571972e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 15490 members 
Mstep: Class 3 contains 31627 members 
Mstep: Class 4 contains 3780 members 
Mstep: Class 5 contains 1526 members 
Mstep: Class 6 contains 2342 members 
Mstep: Class 7 contains 120142 members 
Mstep: Class 8 contains 1254 members 
Mstep: Class 10 contains 153515 members 
Mstep: Class 11 contains 45895 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 22134 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 2354 members 
Mstep: Class 16 contains 16012 members 
Mstep: Class 17 contains 25138 members 
Mstep: Class 18 contains 8229 members 
Mstep: Class 19 contains 18403 members 
Mstep: Class 20 contains 13579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15719856.000000 Penalty: 11383.340820
Iteration 55Q: 20 clusters Score -1.571986e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 33989 members 
Mstep: Class 2 contains 15540 members 
Mstep: Class 3 contains 31279 members 
Mstep: Class 4 contains 3851 members 
Mstep: Class 5 contains 1540 members 
Mstep: Class 6 contains 2333 members 
Mstep: Class 7 contains 120154 members 
Mstep: Class 8 contains 1266 members 
Mstep: Class 10 contains 153601 members 
Mstep: Class 11 contains 46262 members 
Mstep: Class 12 contains 5696 members 
Mstep: Class 13 contains 22105 members 
Mstep: Class 14 contains 1965 members 
Mstep: Class 15 contains 2343 members 
Mstep: Class 16 contains 15805 members 
Mstep: Class 17 contains 25043 members 
Mstep: Class 18 contains 8195 members 
Mstep: Class 19 contains 18453 members 
Mstep: Class 20 contains 13613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15720006.000000 Penalty: 11383.340820
Iteration 56Q: 20 clusters Score -1.572001e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 15589 members 
Mstep: Class 3 contains 30964 members 
Mstep: Class 4 contains 3899 members 
Mstep: Class 5 contains 1548 members 
Mstep: Class 6 contains 2311 members 
Mstep: Class 7 contains 120167 members 
Mstep: Class 8 contains 1276 members 
Mstep: Class 10 contains 153680 members 
Mstep: Class 11 contains 46614 members 
Mstep: Class 12 contains 5704 members 
Mstep: Class 13 contains 22061 members 
Mstep: Class 14 contains 2007 members 
Mstep: Class 15 contains 2328 members 
Mstep: Class 16 contains 15623 members 
Mstep: Class 17 contains 24946 members 
Mstep: Class 18 contains 8161 members 
Mstep: Class 19 contains 18513 members 
Mstep: Class 20 contains 13655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15720209.000000 Penalty: 11383.340820
Iteration 57Q: 20 clusters Score -1.572021e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 75 members 
Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 15611 members 
Mstep: Class 3 contains 30685 members 
Mstep: Class 4 contains 3954 members 
Mstep: Class 5 contains 1554 members 
Mstep: Class 6 contains 2291 members 
Mstep: Class 7 contains 120171 members 
Mstep: Class 8 contains 1283 members 
Mstep: Class 10 contains 153744 members 
Mstep: Class 11 contains 46976 members 
Mstep: Class 12 contains 5716 members 
Mstep: Class 13 contains 22025 members 
Mstep: Class 14 contains 2038 members 
Mstep: Class 15 contains 2310 members 
Mstep: Class 16 contains 15437 members 
Mstep: Class 17 contains 24842 members 
Mstep: Class 18 contains 8123 members 
Mstep: Class 19 contains 18588 members 
Mstep: Class 20 contains 13699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15720382.000000 Penalty: 11383.340820
Iteration 58Q: 20 clusters Score -1.572038e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 15632 members 
Mstep: Class 3 contains 30387 members 
Mstep: Class 4 contains 4015 members 
Mstep: Class 5 contains 1564 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 120178 members 
Mstep: Class 8 contains 1297 members 
Mstep: Class 10 contains 153809 members 
Mstep: Class 11 contains 47317 members 
Mstep: Class 12 contains 5714 members 
Mstep: Class 13 contains 21990 members 
Mstep: Class 14 contains 2065 members 
Mstep: Class 15 contains 2295 members 
Mstep: Class 16 contains 15268 members 
Mstep: Class 17 contains 24755 members 
Mstep: Class 18 contains 8101 members 
Mstep: Class 19 contains 18640 members 
Mstep: Class 20 contains 13748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15720598.000000 Penalty: 11383.340820
Iteration 59Q: 20 clusters Score -1.57206e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 15659 members 
Mstep: Class 3 contains 30122 members 
Mstep: Class 4 contains 4087 members 
Mstep: Class 5 contains 1567 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 120167 members 
Mstep: Class 8 contains 1310 members 
Mstep: Class 10 contains 153865 members 
Mstep: Class 11 contains 47656 members 
Mstep: Class 12 contains 5716 members 
Mstep: Class 13 contains 21968 members 
Mstep: Class 14 contains 2086 members 
Mstep: Class 15 contains 2283 members 
Mstep: Class 16 contains 15106 members 
Mstep: Class 17 contains 24664 members 
Mstep: Class 18 contains 8077 members 
Mstep: Class 19 contains 18689 members 
Mstep: Class 20 contains 13794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15720706.000000 Penalty: 11383.340820
Iteration 60F: 20 clusters Score -1.572071e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 15678 members 
Mstep: Class 3 contains 29879 members 
Mstep: Class 4 contains 4145 members 
Mstep: Class 5 contains 1565 members 
Mstep: Class 6 contains 2252 members 
Mstep: Class 7 contains 120141 members 
Mstep: Class 8 contains 1345 members 
Mstep: Class 10 contains 153930 members 
Mstep: Class 11 contains 47966 members 
Mstep: Class 12 contains 5717 members 
Mstep: Class 13 contains 21957 members 
Mstep: Class 14 contains 2105 members 
Mstep: Class 15 contains 2271 members 
Mstep: Class 16 contains 14952 members 
Mstep: Class 17 contains 24582 members 
Mstep: Class 18 contains 8045 members 
Mstep: Class 19 contains 18740 members 
Mstep: Class 20 contains 13850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15720847.000000 Penalty: 11383.340820
Iteration 61Q: 20 clusters Score -1.572085e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33881 members 
Mstep: Class 2 contains 15680 members 
Mstep: Class 3 contains 29614 members 
Mstep: Class 4 contains 4213 members 
Mstep: Class 5 contains 1576 members 
Mstep: Class 6 contains 2232 members 
Mstep: Class 7 contains 120115 members 
Mstep: Class 8 contains 1370 members 
Mstep: Class 10 contains 154019 members 
Mstep: Class 11 contains 48262 members 
Mstep: Class 12 contains 5711 members 
Mstep: Class 13 contains 21953 members 
Mstep: Class 14 contains 2125 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 14791 members 
Mstep: Class 17 contains 24497 members 
Mstep: Class 18 contains 8021 members 
Mstep: Class 19 contains 18797 members 
Mstep: Class 20 contains 13920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15720921.000000 Penalty: 11383.340820
Iteration 62Q: 20 clusters Score -1.572092e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 15676 members 
Mstep: Class 3 contains 29410 members 
Mstep: Class 4 contains 4278 members 
Mstep: Class 5 contains 1592 members 
Mstep: Class 6 contains 2220 members 
Mstep: Class 7 contains 120083 members 
Mstep: Class 8 contains 1396 members 
Mstep: Class 10 contains 154079 members 
Mstep: Class 11 contains 48526 members 
Mstep: Class 12 contains 5721 members 
Mstep: Class 13 contains 21940 members 
Mstep: Class 14 contains 2146 members 
Mstep: Class 15 contains 2242 members 
Mstep: Class 16 contains 14634 members 
Mstep: Class 17 contains 24411 members 
Mstep: Class 18 contains 8000 members 
Mstep: Class 19 contains 18826 members 
Mstep: Class 20 contains 13995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721034.000000 Penalty: 11383.340820
Iteration 63Q: 20 clusters Score -1.572103e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 15678 members 
Mstep: Class 3 contains 29197 members 
Mstep: Class 4 contains 4335 members 
Mstep: Class 5 contains 1621 members 
Mstep: Class 6 contains 2205 members 
Mstep: Class 7 contains 120083 members 
Mstep: Class 8 contains 1429 members 
Mstep: Class 10 contains 154133 members 
Mstep: Class 11 contains 48800 members 
Mstep: Class 12 contains 5715 members 
Mstep: Class 13 contains 21928 members 
Mstep: Class 14 contains 2163 members 
Mstep: Class 15 contains 2231 members 
Mstep: Class 16 contains 14466 members 
Mstep: Class 17 contains 24336 members 
Mstep: Class 18 contains 7970 members 
Mstep: Class 19 contains 18856 members 
Mstep: Class 20 contains 14065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721157.000000 Penalty: 11383.340820
Iteration 64Q: 20 clusters Score -1.572116e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 15671 members 
Mstep: Class 3 contains 29028 members 
Mstep: Class 4 contains 4391 members 
Mstep: Class 5 contains 1640 members 
Mstep: Class 6 contains 2192 members 
Mstep: Class 7 contains 120092 members 
Mstep: Class 8 contains 1454 members 
Mstep: Class 10 contains 154179 members 
Mstep: Class 11 contains 49055 members 
Mstep: Class 12 contains 5728 members 
Mstep: Class 13 contains 21910 members 
Mstep: Class 14 contains 2173 members 
Mstep: Class 15 contains 2219 members 
Mstep: Class 16 contains 14309 members 
Mstep: Class 17 contains 24263 members 
Mstep: Class 18 contains 7929 members 
Mstep: Class 19 contains 18884 members 
Mstep: Class 20 contains 14135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721228.000000 Penalty: 11383.340820
Iteration 65Q: 20 clusters Score -1.572123e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33727 members 
Mstep: Class 2 contains 15661 members 
Mstep: Class 3 contains 28847 members 
Mstep: Class 4 contains 4446 members 
Mstep: Class 5 contains 1648 members 
Mstep: Class 6 contains 2193 members 
Mstep: Class 7 contains 120096 members 
Mstep: Class 8 contains 1483 members 
Mstep: Class 10 contains 154207 members 
Mstep: Class 11 contains 49312 members 
Mstep: Class 12 contains 5746 members 
Mstep: Class 13 contains 21890 members 
Mstep: Class 14 contains 2187 members 
Mstep: Class 15 contains 2207 members 
Mstep: Class 16 contains 14138 members 
Mstep: Class 17 contains 24211 members 
Mstep: Class 18 contains 7919 members 
Mstep: Class 19 contains 18908 members 
Mstep: Class 20 contains 14206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721255.000000 Penalty: 11383.340820
Iteration 66Q: 20 clusters Score -1.572126e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 15660 members 
Mstep: Class 3 contains 28691 members 
Mstep: Class 4 contains 4478 members 
Mstep: Class 5 contains 1655 members 
Mstep: Class 6 contains 2189 members 
Mstep: Class 7 contains 120098 members 
Mstep: Class 8 contains 1514 members 
Mstep: Class 10 contains 154214 members 
Mstep: Class 11 contains 49566 members 
Mstep: Class 12 contains 5765 members 
Mstep: Class 13 contains 21861 members 
Mstep: Class 14 contains 2209 members 
Mstep: Class 15 contains 2198 members 
Mstep: Class 16 contains 13972 members 
Mstep: Class 17 contains 24149 members 
Mstep: Class 18 contains 7904 members 
Mstep: Class 19 contains 18937 members 
Mstep: Class 20 contains 14275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721408.000000 Penalty: 11383.340820
Iteration 67Q: 20 clusters Score -1.572141e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33678 members 
Mstep: Class 2 contains 15644 members 
Mstep: Class 3 contains 28533 members 
Mstep: Class 4 contains 4500 members 
Mstep: Class 5 contains 1668 members 
Mstep: Class 6 contains 2193 members 
Mstep: Class 7 contains 120107 members 
Mstep: Class 8 contains 1541 members 
Mstep: Class 10 contains 154210 members 
Mstep: Class 11 contains 49798 members 
Mstep: Class 12 contains 5781 members 
Mstep: Class 13 contains 21838 members 
Mstep: Class 14 contains 2229 members 
Mstep: Class 15 contains 2190 members 
Mstep: Class 16 contains 13816 members 
Mstep: Class 17 contains 24091 members 
Mstep: Class 18 contains 7896 members 
Mstep: Class 19 contains 18967 members 
Mstep: Class 20 contains 14352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721416.000000 Penalty: 11383.340820
Iteration 68Q: 20 clusters Score -1.572142e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33635 members 
Mstep: Class 2 contains 15626 members 
Mstep: Class 3 contains 28401 members 
Mstep: Class 4 contains 4529 members 
Mstep: Class 5 contains 1678 members 
Mstep: Class 6 contains 2193 members 
Mstep: Class 7 contains 120110 members 
Mstep: Class 8 contains 1555 members 
Mstep: Class 10 contains 154217 members 
Mstep: Class 11 contains 50026 members 
Mstep: Class 12 contains 5796 members 
Mstep: Class 13 contains 21833 members 
Mstep: Class 14 contains 2259 members 
Mstep: Class 15 contains 2182 members 
Mstep: Class 16 contains 13656 members 
Mstep: Class 17 contains 24038 members 
Mstep: Class 18 contains 7881 members 
Mstep: Class 19 contains 18994 members 
Mstep: Class 20 contains 14423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721487.000000 Penalty: 11383.340820
Iteration 69Q: 20 clusters Score -1.572149e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 15601 members 
Mstep: Class 3 contains 28248 members 
Mstep: Class 4 contains 4572 members 
Mstep: Class 5 contains 1687 members 
Mstep: Class 6 contains 2193 members 
Mstep: Class 7 contains 120119 members 
Mstep: Class 8 contains 1568 members 
Mstep: Class 10 contains 154244 members 
Mstep: Class 11 contains 50235 members 
Mstep: Class 12 contains 5802 members 
Mstep: Class 13 contains 21827 members 
Mstep: Class 14 contains 2294 members 
Mstep: Class 15 contains 2174 members 
Mstep: Class 16 contains 13514 members 
Mstep: Class 17 contains 23988 members 
Mstep: Class 18 contains 7871 members 
Mstep: Class 19 contains 19019 members 
Mstep: Class 20 contains 14480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721506.000000 Penalty: 11383.340820
Iteration 70Q: 20 clusters Score -1.572151e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33568 members 
Mstep: Class 2 contains 15567 members 
Mstep: Class 3 contains 28126 members 
Mstep: Class 4 contains 4604 members 
Mstep: Class 5 contains 1695 members 
Mstep: Class 6 contains 2200 members 
Mstep: Class 7 contains 120127 members 
Mstep: Class 8 contains 1587 members 
Mstep: Class 10 contains 154257 members 
Mstep: Class 11 contains 50419 members 
Mstep: Class 12 contains 5809 members 
Mstep: Class 13 contains 21827 members 
Mstep: Class 14 contains 2328 members 
Mstep: Class 15 contains 2167 members 
Mstep: Class 16 contains 13374 members 
Mstep: Class 17 contains 23951 members 
Mstep: Class 18 contains 7862 members 
Mstep: Class 19 contains 19036 members 
Mstep: Class 20 contains 14528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721583.000000 Penalty: 11383.340820
Iteration 71Q: 20 clusters Score -1.572158e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 15546 members 
Mstep: Class 3 contains 27999 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 1708 members 
Mstep: Class 6 contains 2198 members 
Mstep: Class 7 contains 120147 members 
Mstep: Class 8 contains 1601 members 
Mstep: Class 10 contains 154269 members 
Mstep: Class 11 contains 50609 members 
Mstep: Class 12 contains 5819 members 
Mstep: Class 13 contains 21834 members 
Mstep: Class 14 contains 2366 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 16 contains 13218 members 
Mstep: Class 17 contains 23904 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 19057 members 
Mstep: Class 20 contains 14584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721677.000000 Penalty: 11383.340820
Iteration 72Q: 20 clusters Score -1.572168e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 15525 members 
Mstep: Class 3 contains 27892 members 
Mstep: Class 4 contains 4644 members 
Mstep: Class 5 contains 1714 members 
Mstep: Class 6 contains 2182 members 
Mstep: Class 7 contains 120167 members 
Mstep: Class 8 contains 1616 members 
Mstep: Class 10 contains 154291 members 
Mstep: Class 11 contains 50808 members 
Mstep: Class 12 contains 5833 members 
Mstep: Class 13 contains 21838 members 
Mstep: Class 14 contains 2400 members 
Mstep: Class 15 contains 2153 members 
Mstep: Class 16 contains 13062 members 
Mstep: Class 17 contains 23838 members 
Mstep: Class 18 contains 7854 members 
Mstep: Class 19 contains 19080 members 
Mstep: Class 20 contains 14637 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721718.000000 Penalty: 11383.340820
Iteration 73Q: 20 clusters Score -1.572172e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 15513 members 
Mstep: Class 3 contains 27791 members 
Mstep: Class 4 contains 4660 members 
Mstep: Class 5 contains 1722 members 
Mstep: Class 6 contains 2182 members 
Mstep: Class 7 contains 120183 members 
Mstep: Class 8 contains 1632 members 
Mstep: Class 10 contains 154299 members 
Mstep: Class 11 contains 50982 members 
Mstep: Class 12 contains 5857 members 
Mstep: Class 13 contains 21855 members 
Mstep: Class 14 contains 2449 members 
Mstep: Class 15 contains 2143 members 
Mstep: Class 16 contains 12908 members 
Mstep: Class 17 contains 23750 members 
Mstep: Class 18 contains 7859 members 
Mstep: Class 19 contains 19107 members 
Mstep: Class 20 contains 14674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721732.000000 Penalty: 11383.340820
Iteration 74Q: 20 clusters Score -1.572173e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33464 members 
Mstep: Class 2 contains 15494 members 
Mstep: Class 3 contains 27723 members 
Mstep: Class 4 contains 4668 members 
Mstep: Class 5 contains 1741 members 
Mstep: Class 6 contains 2191 members 
Mstep: Class 7 contains 120183 members 
Mstep: Class 8 contains 1646 members 
Mstep: Class 10 contains 154278 members 
Mstep: Class 11 contains 51167 members 
Mstep: Class 12 contains 5888 members 
Mstep: Class 13 contains 21861 members 
Mstep: Class 14 contains 2501 members 
Mstep: Class 15 contains 2127 members 
Mstep: Class 16 contains 12750 members 
Mstep: Class 17 contains 23657 members 
Mstep: Class 18 contains 7840 members 
Mstep: Class 19 contains 19138 members 
Mstep: Class 20 contains 14715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721827.000000 Penalty: 11383.340820
Iteration 75Q: 20 clusters Score -1.572183e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33455 members 
Mstep: Class 2 contains 15477 members 
Mstep: Class 3 contains 27649 members 
Mstep: Class 4 contains 4671 members 
Mstep: Class 5 contains 1750 members 
Mstep: Class 6 contains 2178 members 
Mstep: Class 7 contains 120172 members 
Mstep: Class 8 contains 1663 members 
Mstep: Class 10 contains 154268 members 
Mstep: Class 11 contains 51378 members 
Mstep: Class 12 contains 5913 members 
Mstep: Class 13 contains 21876 members 
Mstep: Class 14 contains 2551 members 
Mstep: Class 15 contains 2115 members 
Mstep: Class 16 contains 12596 members 
Mstep: Class 17 contains 23568 members 
Mstep: Class 18 contains 7823 members 
Mstep: Class 19 contains 19162 members 
Mstep: Class 20 contains 14767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721910.000000 Penalty: 11383.340820
Iteration 76Q: 20 clusters Score -1.572191e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33445 members 
Mstep: Class 2 contains 15455 members 
Mstep: Class 3 contains 27569 members 
Mstep: Class 4 contains 4683 members 
Mstep: Class 5 contains 1744 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 120176 members 
Mstep: Class 8 contains 1673 members 
Mstep: Class 10 contains 154270 members 
Mstep: Class 11 contains 51578 members 
Mstep: Class 12 contains 5935 members 
Mstep: Class 13 contains 21882 members 
Mstep: Class 14 contains 2596 members 
Mstep: Class 15 contains 2102 members 
Mstep: Class 16 contains 12445 members 
Mstep: Class 17 contains 23493 members 
Mstep: Class 18 contains 7805 members 
Mstep: Class 19 contains 19189 members 
Mstep: Class 20 contains 14817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721978.000000 Penalty: 11383.340820
Iteration 77Q: 20 clusters Score -1.572198e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33449 members 
Mstep: Class 2 contains 15425 members 
Mstep: Class 3 contains 27478 members 
Mstep: Class 4 contains 4693 members 
Mstep: Class 5 contains 1741 members 
Mstep: Class 6 contains 2165 members 
Mstep: Class 7 contains 120172 members 
Mstep: Class 8 contains 1682 members 
Mstep: Class 10 contains 154267 members 
Mstep: Class 11 contains 51792 members 
Mstep: Class 12 contains 5953 members 
Mstep: Class 13 contains 21875 members 
Mstep: Class 14 contains 2661 members 
Mstep: Class 15 contains 2094 members 
Mstep: Class 16 contains 12288 members 
Mstep: Class 17 contains 23425 members 
Mstep: Class 18 contains 7790 members 
Mstep: Class 19 contains 19210 members 
Mstep: Class 20 contains 14872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15722019.000000 Penalty: 11383.340820
Iteration 78Q: 20 clusters Score -1.572202e+07 nChanged 813
Entering ConstructFrom: 
Score: -15722019.000000 Penalty: 11383.340820
Entering ConstructFrom: 
Trying to split cluster 1 (33465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Entering Unmasked Estep 
Score: -1094274.875000 Penalty: 474.030640
	Iteration 0F: 2 clusters Score -1094275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -1071843.500000 Penalty: 948.061279
	Iteration 0F: 3 clusters Score -1071844 nChanged 15980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -1081283.125000 Penalty: 948.061279
	Iteration 1F: 3 clusters Score -1081283 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -1081770.750000 Penalty: 948.061279
	Iteration 2Q: 3 clusters Score -1081771 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -1082357.750000 Penalty: 948.061279
	Iteration 3Q: 3 clusters Score -1082358 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -1083214.250000 Penalty: 948.061279
	Iteration 4F: 3 clusters Score -1083214 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -1084429.500000 Penalty: 948.061279
	Iteration 5F: 3 clusters Score -1084430 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12596 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -1086173.875000 Penalty: 948.061279
	Iteration 6F: 3 clusters Score -1086174 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 22269 members 
Entering Unmasked Estep 
Score: -1088118.500000 Penalty: 948.061279
	Iteration 7F: 3 clusters Score -1088118 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 23357 members 
Entering Unmasked Estep 
Score: -1089634.250000 Penalty: 948.061279
	Iteration 8F: 3 clusters Score -1089634 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -1090655.375000 Penalty: 948.061279
	Iteration 9Q: 3 clusters Score -1090655 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -1091288.625000 Penalty: 948.061279
	Iteration 10Q: 3 clusters Score -1091289 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -1091623.000000 Penalty: 948.061279
	Iteration 11Q: 3 clusters Score -1091623 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -1091799.375000 Penalty: 948.061279
	Iteration 12Q: 3 clusters Score -1091799 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -1091895.750000 Penalty: 948.061279
	Iteration 13Q: 3 clusters Score -1091896 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -1091968.000000 Penalty: 948.061279
	Iteration 14Q: 3 clusters Score -1091968 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -1092037.500000 Penalty: 948.061279
	Iteration 15Q: 3 clusters Score -1092038 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -1092098.250000 Penalty: 948.061279
	Iteration 16Q: 3 clusters Score -1092098 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 26346 members 
Entering Unmasked Estep 
Score: -1092146.875000 Penalty: 948.061279
	Iteration 17Q: 3 clusters Score -1092147 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -1092201.000000 Penalty: 948.061279
	Iteration 18Q: 3 clusters Score -1092201 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -1092260.125000 Penalty: 948.061279
	Iteration 19Q: 3 clusters Score -1092260 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -1092328.125000 Penalty: 948.061279
	Iteration 20F: 3 clusters Score -1092328 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -1092401.250000 Penalty: 948.061279
	Iteration 21Q: 3 clusters Score -1092401 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 27624 members 
Entering Unmasked Estep 
Score: -1092462.125000 Penalty: 948.061279
	Iteration 22Q: 3 clusters Score -1092462 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 27880 members 
Entering Unmasked Estep 
Score: -1092512.750000 Penalty: 948.061279
	Iteration 23Q: 3 clusters Score -1092513 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -1092569.250000 Penalty: 948.061279
	Iteration 24Q: 3 clusters Score -1092569 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -1092614.875000 Penalty: 948.061279
	Iteration 25Q: 3 clusters Score -1092615 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -1092672.000000 Penalty: 948.061279
	Iteration 26Q: 3 clusters Score -1092672 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -1092741.750000 Penalty: 948.061279
	Iteration 27Q: 3 clusters Score -1092742 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -1092815.750000 Penalty: 948.061279
	Iteration 28Q: 3 clusters Score -1092816 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 29410 members 
Entering Unmasked Estep 
Score: -1092886.750000 Penalty: 948.061279
	Iteration 29Q: 3 clusters Score -1092887 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 29678 members 
Entering Unmasked Estep 
Score: -1092962.000000 Penalty: 948.061279
	Iteration 30Q: 3 clusters Score -1092962 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -1093047.000000 Penalty: 948.061279
	Iteration 31Q: 3 clusters Score -1093047 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -1093122.375000 Penalty: 948.061279
	Iteration 32Q: 3 clusters Score -1093122 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 30418 members 
Entering Unmasked Estep 
Score: -1093194.625000 Penalty: 948.061279
	Iteration 33Q: 3 clusters Score -1093195 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -1093278.000000 Penalty: 948.061279
	Iteration 34Q: 3 clusters Score -1093278 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -1093358.125000 Penalty: 948.061279
	Iteration 35Q: 3 clusters Score -1093358 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -1093446.125000 Penalty: 948.061279
	Iteration 36Q: 3 clusters Score -1093446 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 31344 members 
Entering Unmasked Estep 
Score: -1093535.125000 Penalty: 948.061279
	Iteration 37Q: 3 clusters Score -1093535 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 31516 members 
Entering Unmasked Estep 
Score: -1093585.750000 Penalty: 948.061279
	Iteration 38Q: 3 clusters Score -1093586 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -1093631.125000 Penalty: 948.061279
	Iteration 39Q: 3 clusters Score -1093631 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 31774 members 
Entering Unmasked Estep 
Score: -1093666.375000 Penalty: 948.061279
	Iteration 40F: 3 clusters Score -1093666 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 31893 members 
Entering Unmasked Estep 
Score: -1093700.000000 Penalty: 948.061279
	Iteration 41Q: 3 clusters Score -1093700 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -1093725.750000 Penalty: 948.061279
	Iteration 42Q: 3 clusters Score -1093726 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -1093749.625000 Penalty: 948.061279
	Iteration 43Q: 3 clusters Score -1093750 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 32142 members 
Entering Unmasked Estep 
Score: -1093761.875000 Penalty: 948.061279
	Iteration 44Q: 3 clusters Score -1093762 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -1093771.000000 Penalty: 948.061279
	Iteration 45Q: 3 clusters Score -1093771 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 32239 members 
Entering Unmasked Estep 
Score: -1093779.000000 Penalty: 948.061279
	Iteration 46Q: 3 clusters Score -1093779 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 32278 members 
Entering Unmasked Estep 
Score: -1093783.875000 Penalty: 948.061279
	Iteration 47Q: 3 clusters Score -1093784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -1093793.750000 Penalty: 948.061279
	Iteration 48Q: 3 clusters Score -1093794 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 32357 members 
Entering Unmasked Estep 
Score: -1093804.375000 Penalty: 948.061279
	Iteration 49Q: 3 clusters Score -1093804 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 32401 members 
Entering Unmasked Estep 
Score: -1093815.375000 Penalty: 948.061279
	Iteration 50Q: 3 clusters Score -1093815 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -1093830.125000 Penalty: 948.061279
	Iteration 51Q: 3 clusters Score -1093830 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 32478 members 
Entering Unmasked Estep 
Score: -1093842.625000 Penalty: 948.061279
	Iteration 52Q: 3 clusters Score -1093843 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -1093854.750000 Penalty: 948.061279
	Iteration 53Q: 3 clusters Score -1093855 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 32552 members 
Entering Unmasked Estep 
Score: -1093867.500000 Penalty: 948.061279
	Iteration 54Q: 3 clusters Score -1093868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -1093883.875000 Penalty: 948.061279
	Iteration 55Q: 3 clusters Score -1093884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 32621 members 
Entering Unmasked Estep 
Score: -1093907.875000 Penalty: 948.061279
	Iteration 56Q: 3 clusters Score -1093908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -1093922.625000 Penalty: 948.061279
	Iteration 57Q: 3 clusters Score -1093923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -1093935.875000 Penalty: 948.061279
	Iteration 58Q: 3 clusters Score -1093936 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -1093944.375000 Penalty: 948.061279
	Iteration 59Q: 3 clusters Score -1093944 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -1093954.125000 Penalty: 948.061279
	Iteration 60F: 3 clusters Score -1093954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 32742 members 
Entering Unmasked Estep 
Score: -1093964.500000 Penalty: 948.061279
	Iteration 61Q: 3 clusters Score -1093964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -1093970.125000 Penalty: 948.061279
	Iteration 62Q: 3 clusters Score -1093970 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -1093977.750000 Penalty: 948.061279
	Iteration 63Q: 3 clusters Score -1093978 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -1093981.875000 Penalty: 948.061279
	Iteration 64Q: 3 clusters Score -1093982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -1093987.000000 Penalty: 948.061279
	Iteration 65Q: 3 clusters Score -1093987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -1093991.000000 Penalty: 948.061279
	Iteration 66Q: 3 clusters Score -1093991 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -1093997.000000 Penalty: 948.061279
	Iteration 67Q: 3 clusters Score -1093997 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -1094000.500000 Penalty: 948.061279
	Iteration 68Q: 3 clusters Score -1094000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 32863 members 
Entering Unmasked Estep 
Score: -1094004.375000 Penalty: 948.061279
	Iteration 69Q: 3 clusters Score -1094004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -1094009.625000 Penalty: 948.061279
	Iteration 70Q: 3 clusters Score -1094010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -1094010.375000 Penalty: 948.061279
	Iteration 71Q: 3 clusters Score -1094010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -1094009.750000 Penalty: 948.061279
	Iteration 72Q: 3 clusters Score -1094010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -1094012.500000 Penalty: 948.061279
	Iteration 73Q: 3 clusters Score -1094012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -1094013.750000 Penalty: 948.061279
	Iteration 74Q: 3 clusters Score -1094014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -1094016.500000 Penalty: 948.061279
	Iteration 75Q: 3 clusters Score -1094016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -1094017.125000 Penalty: 948.061279
	Iteration 76Q: 3 clusters Score -1094017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 32906 members 
Entering Unmasked Estep 
Score: -1094019.250000 Penalty: 948.061279
	Iteration 77Q: 3 clusters Score -1094019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -1094018.000000 Penalty: 948.061279
	Iteration 78Q: 3 clusters Score -1094018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -1094019.625000 Penalty: 948.061279
	Iteration 79Q: 3 clusters Score -1094020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -1094019.500000 Penalty: 948.061279
	Iteration 80F: 3 clusters Score -1094020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -1094019.000000 Penalty: 948.061279
	Iteration 81Q: 3 clusters Score -1094019 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -1094019.875000 Penalty: 948.061279
	Iteration 82Q: 3 clusters Score -1094020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 32913 members 
Entering Unmasked Estep 
Score: -1094019.500000 Penalty: 948.061279
	Iteration 83Q: 3 clusters Score -1094020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -1094020.875000 Penalty: 948.061279
	Iteration 84Q: 3 clusters Score -1094021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -1094021.125000 Penalty: 948.061279
	Iteration 85Q: 3 clusters Score -1094021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 32920 members 
Entering Unmasked Estep 
Score: -1094022.125000 Penalty: 948.061279
	Iteration 86Q: 3 clusters Score -1094022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -1094023.375000 Penalty: 948.061279
	Iteration 87Q: 3 clusters Score -1094023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -1094022.875000 Penalty: 948.061279
	Iteration 88Q: 3 clusters Score -1094023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -1094023.875000 Penalty: 948.061279
	Iteration 89Q: 3 clusters Score -1094024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -1094022.750000 Penalty: 948.061279
	Iteration 90Q: 3 clusters Score -1094023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -1094022.750000 Penalty: 948.061279
	Iteration 91F: 3 clusters Score -1094023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (15400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15400 members 
Entering Unmasked Estep 
Score: -440713.843750 Penalty: 438.716614
	Iteration 0F: 2 clusters Score -440713.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -430583.062500 Penalty: 877.433228
	Iteration 0F: 3 clusters Score -430583.1 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -435438.593750 Penalty: 877.433228
	Iteration 1F: 3 clusters Score -435438.6 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -436402.937500 Penalty: 877.433228
	Iteration 2F: 3 clusters Score -436402.9 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -437461.312500 Penalty: 877.433228
	Iteration 3F: 3 clusters Score -437461.3 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -438431.125000 Penalty: 877.433228
	Iteration 4F: 3 clusters Score -438431.1 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -439102.500000 Penalty: 877.433228
	Iteration 5F: 3 clusters Score -439102.5 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -439507.875000 Penalty: 877.433228
	Iteration 6Q: 3 clusters Score -439507.9 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -439760.343750 Penalty: 877.433228
	Iteration 7Q: 3 clusters Score -439760.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -439943.656250 Penalty: 877.433228
	Iteration 8Q: 3 clusters Score -439943.7 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -440067.625000 Penalty: 877.433228
	Iteration 9Q: 3 clusters Score -440067.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -440174.281250 Penalty: 877.433228
	Iteration 10Q: 3 clusters Score -440174.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -440257.375000 Penalty: 877.433228
	Iteration 11Q: 3 clusters Score -440257.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -440326.562500 Penalty: 877.433228
	Iteration 12Q: 3 clusters Score -440326.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -440399.875000 Penalty: 877.433228
	Iteration 13Q: 3 clusters Score -440399.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -440463.250000 Penalty: 877.433228
	Iteration 14Q: 3 clusters Score -440463.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -440535.500000 Penalty: 877.433228
	Iteration 15Q: 3 clusters Score -440535.5 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -440611.250000 Penalty: 877.433228
	Iteration 16Q: 3 clusters Score -440611.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -440673.343750 Penalty: 877.433228
	Iteration 17Q: 3 clusters Score -440673.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -440726.875000 Penalty: 877.433228
	Iteration 18Q: 3 clusters Score -440726.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -440755.406250 Penalty: 877.433228
	Iteration 19Q: 3 clusters Score -440755.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -440777.781250 Penalty: 877.433228
	Iteration 20F: 3 clusters Score -440777.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -440795.968750 Penalty: 877.433228
	Iteration 21Q: 3 clusters Score -440796 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -440811.562500 Penalty: 877.433228
	Iteration 22Q: 3 clusters Score -440811.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 12614 members 
Entering Unmasked Estep 
Score: -440827.031250 Penalty: 877.433228
	Iteration 23Q: 3 clusters Score -440827 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -440843.281250 Penalty: 877.433228
	Iteration 24Q: 3 clusters Score -440843.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -440856.406250 Penalty: 877.433228
	Iteration 25Q: 3 clusters Score -440856.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -440865.218750 Penalty: 877.433228
	Iteration 26Q: 3 clusters Score -440865.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -440873.656250 Penalty: 877.433228
	Iteration 27Q: 3 clusters Score -440873.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -440878.375000 Penalty: 877.433228
	Iteration 28Q: 3 clusters Score -440878.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -440880.031250 Penalty: 877.433228
	Iteration 29Q: 3 clusters Score -440880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -440884.281250 Penalty: 877.433228
	Iteration 30Q: 3 clusters Score -440884.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -440886.156250 Penalty: 877.433228
	Iteration 31Q: 3 clusters Score -440886.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -440886.906250 Penalty: 877.433228
	Iteration 32Q: 3 clusters Score -440886.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -440886.718750 Penalty: 877.433228
	Iteration 33Q: 3 clusters Score -440886.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -440887.343750 Penalty: 877.433228
	Iteration 34Q: 3 clusters Score -440887.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -440889.031250 Penalty: 877.433228
	Iteration 35Q: 3 clusters Score -440889 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -440893.500000 Penalty: 877.433228
	Iteration 36Q: 3 clusters Score -440893.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -440897.031250 Penalty: 877.433228
	Iteration 37Q: 3 clusters Score -440897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -440901.812500 Penalty: 877.433228
	Iteration 38Q: 3 clusters Score -440901.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -440904.093750 Penalty: 877.433228
	Iteration 39Q: 3 clusters Score -440904.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -440910.343750 Penalty: 877.433228
	Iteration 40F: 3 clusters Score -440910.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -440914.687500 Penalty: 877.433228
	Iteration 41Q: 3 clusters Score -440914.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -440919.218750 Penalty: 877.433228
	Iteration 42Q: 3 clusters Score -440919.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -440922.375000 Penalty: 877.433228
	Iteration 43Q: 3 clusters Score -440922.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -440925.000000 Penalty: 877.433228
	Iteration 44Q: 3 clusters Score -440925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -440927.218750 Penalty: 877.433228
	Iteration 45Q: 3 clusters Score -440927.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -440930.218750 Penalty: 877.433228
	Iteration 46Q: 3 clusters Score -440930.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -440931.781250 Penalty: 877.433228
	Iteration 47Q: 3 clusters Score -440931.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -440932.750000 Penalty: 877.433228
	Iteration 48Q: 3 clusters Score -440932.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -440936.625000 Penalty: 877.433228
	Iteration 49Q: 3 clusters Score -440936.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -440938.531250 Penalty: 877.433228
	Iteration 50Q: 3 clusters Score -440938.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -440940.125000 Penalty: 877.433228
	Iteration 51Q: 3 clusters Score -440940.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13279 members 
Entering Unmasked Estep 
Score: -440942.062500 Penalty: 877.433228
	Iteration 52Q: 3 clusters Score -440942.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -440943.156250 Penalty: 877.433228
	Iteration 53Q: 3 clusters Score -440943.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -440944.000000 Penalty: 877.433228
	Iteration 54Q: 3 clusters Score -440944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -440943.625000 Penalty: 877.433228
	Iteration 55Q: 3 clusters Score -440943.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -440945.875000 Penalty: 877.433228
	Iteration 56Q: 3 clusters Score -440945.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -440947.437500 Penalty: 877.433228
	Iteration 57Q: 3 clusters Score -440947.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -440949.843750 Penalty: 877.433228
	Iteration 58Q: 3 clusters Score -440949.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -440949.968750 Penalty: 877.433228
	Iteration 59Q: 3 clusters Score -440950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13294 members 
Entering Unmasked Estep 
Score: -440949.218750 Penalty: 877.433228
	Iteration 60F: 3 clusters Score -440949.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -440949.562500 Penalty: 877.433228
	Iteration 61Q: 3 clusters Score -440949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -440950.375000 Penalty: 877.433228
	Iteration 62Q: 3 clusters Score -440950.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -440950.500000 Penalty: 877.433228
	Iteration 63Q: 3 clusters Score -440950.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -440950.250000 Penalty: 877.433228
	Iteration 64Q: 3 clusters Score -440950.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -440950.937500 Penalty: 877.433228
	Iteration 65Q: 3 clusters Score -440950.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -440952.000000 Penalty: 877.433228
	Iteration 66Q: 3 clusters Score -440952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -440951.843750 Penalty: 877.433228
	Iteration 67Q: 3 clusters Score -440951.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -440950.937500 Penalty: 877.433228
	Iteration 68Q: 3 clusters Score -440950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -440950.937500 Penalty: 877.433228
	Iteration 69F: 3 clusters Score -440950.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 27401 members 
Mstep: Class 4 contains 4705 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 120168 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 9 contains 13310 members 
Mstep: Class 10 contains 154260 members 
Mstep: Class 11 contains 52003 members 
Mstep: Class 12 contains 5966 members 
Mstep: Class 13 contains 21873 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 2082 members 
Mstep: Class 16 contains 12116 members 
Mstep: Class 17 contains 23354 members 
Mstep: Class 18 contains 7774 members 
Mstep: Class 19 contains 19228 members 
Mstep: Class 20 contains 14920 members 
Entering Unmasked Estep 
Score: -15722193.000000 Penalty: 11982.464844
Splitting cluster 2 changes total score from -15722019.000000 to -15722193.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 3 (27401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Entering Unmasked Estep 
Score: -837582.625000 Penalty: 464.934235
	Iteration 0F: 2 clusters Score -837582.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -819348.000000 Penalty: 929.868469
	Iteration 0F: 3 clusters Score -819348 nChanged 13040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -827251.250000 Penalty: 929.868469
	Iteration 1F: 3 clusters Score -827251.2 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -827860.812500 Penalty: 929.868469
	Iteration 2Q: 3 clusters Score -827860.8 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -828723.000000 Penalty: 929.868469
	Iteration 3F: 3 clusters Score -828723 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -829975.312500 Penalty: 929.868469
	Iteration 4F: 3 clusters Score -829975.3 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -831470.250000 Penalty: 929.868469
	Iteration 5F: 3 clusters Score -831470.2 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -832948.937500 Penalty: 929.868469
	Iteration 6F: 3 clusters Score -832948.9 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -833978.937500 Penalty: 929.868469
	Iteration 7F: 3 clusters Score -833978.9 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -834490.062500 Penalty: 929.868469
	Iteration 8Q: 3 clusters Score -834490.1 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -834762.875000 Penalty: 929.868469
	Iteration 9Q: 3 clusters Score -834762.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -834998.812500 Penalty: 929.868469
	Iteration 10Q: 3 clusters Score -834998.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -835233.937500 Penalty: 929.868469
	Iteration 11Q: 3 clusters Score -835233.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -835501.437500 Penalty: 929.868469
	Iteration 12Q: 3 clusters Score -835501.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -835790.437500 Penalty: 929.868469
	Iteration 13Q: 3 clusters Score -835790.4 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19073 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -836071.125000 Penalty: 929.868469
	Iteration 14Q: 3 clusters Score -836071.1 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -836283.437500 Penalty: 929.868469
	Iteration 15Q: 3 clusters Score -836283.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19928 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -836469.437500 Penalty: 929.868469
	Iteration 16Q: 3 clusters Score -836469.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -836605.500000 Penalty: 929.868469
	Iteration 17Q: 3 clusters Score -836605.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -836734.875000 Penalty: 929.868469
	Iteration 18Q: 3 clusters Score -836734.9 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -836835.062500 Penalty: 929.868469
	Iteration 19Q: 3 clusters Score -836835.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -836915.875000 Penalty: 929.868469
	Iteration 20F: 3 clusters Score -836915.9 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21467 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -836988.125000 Penalty: 929.868469
	Iteration 21Q: 3 clusters Score -836988.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -837048.625000 Penalty: 929.868469
	Iteration 22Q: 3 clusters Score -837048.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -837102.000000 Penalty: 929.868469
	Iteration 23Q: 3 clusters Score -837102 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -837145.750000 Penalty: 929.868469
	Iteration 24Q: 3 clusters Score -837145.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -837182.187500 Penalty: 929.868469
	Iteration 25Q: 3 clusters Score -837182.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -837217.000000 Penalty: 929.868469
	Iteration 26Q: 3 clusters Score -837217 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -837245.000000 Penalty: 929.868469
	Iteration 27Q: 3 clusters Score -837245 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -837267.500000 Penalty: 929.868469
	Iteration 28Q: 3 clusters Score -837267.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -837286.937500 Penalty: 929.868469
	Iteration 29Q: 3 clusters Score -837286.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -837303.437500 Penalty: 929.868469
	Iteration 30Q: 3 clusters Score -837303.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -837318.250000 Penalty: 929.868469
	Iteration 31Q: 3 clusters Score -837318.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23203 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -837331.062500 Penalty: 929.868469
	Iteration 32Q: 3 clusters Score -837331.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -837339.125000 Penalty: 929.868469
	Iteration 33Q: 3 clusters Score -837339.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -837345.812500 Penalty: 929.868469
	Iteration 34Q: 3 clusters Score -837345.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23423 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -837354.625000 Penalty: 929.868469
	Iteration 35Q: 3 clusters Score -837354.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -837367.937500 Penalty: 929.868469
	Iteration 36Q: 3 clusters Score -837367.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -837377.750000 Penalty: 929.868469
	Iteration 37Q: 3 clusters Score -837377.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -837387.812500 Penalty: 929.868469
	Iteration 38Q: 3 clusters Score -837387.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -837400.375000 Penalty: 929.868469
	Iteration 39Q: 3 clusters Score -837400.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -837407.937500 Penalty: 929.868469
	Iteration 40F: 3 clusters Score -837407.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -837414.250000 Penalty: 929.868469
	Iteration 41Q: 3 clusters Score -837414.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -837421.750000 Penalty: 929.868469
	Iteration 42Q: 3 clusters Score -837421.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24002 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -837432.750000 Penalty: 929.868469
	Iteration 43Q: 3 clusters Score -837432.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -837436.375000 Penalty: 929.868469
	Iteration 44Q: 3 clusters Score -837436.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -837441.250000 Penalty: 929.868469
	Iteration 45Q: 3 clusters Score -837441.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24152 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -837448.187500 Penalty: 929.868469
	Iteration 46Q: 3 clusters Score -837448.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -837454.750000 Penalty: 929.868469
	Iteration 47Q: 3 clusters Score -837454.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -837455.937500 Penalty: 929.868469
	Iteration 48Q: 3 clusters Score -837455.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -837456.000000 Penalty: 929.868469
	Iteration 49Q: 3 clusters Score -837456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -837459.562500 Penalty: 929.868469
	Iteration 50Q: 3 clusters Score -837459.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -837461.750000 Penalty: 929.868469
	Iteration 51Q: 3 clusters Score -837461.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -837462.375000 Penalty: 929.868469
	Iteration 52Q: 3 clusters Score -837462.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -837465.187500 Penalty: 929.868469
	Iteration 53Q: 3 clusters Score -837465.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -837466.187500 Penalty: 929.868469
	Iteration 54Q: 3 clusters Score -837466.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -837468.187500 Penalty: 929.868469
	Iteration 55Q: 3 clusters Score -837468.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -837467.750000 Penalty: 929.868469
	Iteration 56Q: 3 clusters Score -837467.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24466 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -837470.687500 Penalty: 929.868469
	Iteration 57Q: 3 clusters Score -837470.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -837473.875000 Penalty: 929.868469
	Iteration 58Q: 3 clusters Score -837473.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24522 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -837476.375000 Penalty: 929.868469
	Iteration 59Q: 3 clusters Score -837476.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -837480.250000 Penalty: 929.868469
	Iteration 60F: 3 clusters Score -837480.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -837481.812500 Penalty: 929.868469
	Iteration 61Q: 3 clusters Score -837481.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -837485.125000 Penalty: 929.868469
	Iteration 62Q: 3 clusters Score -837485.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -837487.437500 Penalty: 929.868469
	Iteration 63Q: 3 clusters Score -837487.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -837490.000000 Penalty: 929.868469
	Iteration 64Q: 3 clusters Score -837490 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -837491.625000 Penalty: 929.868469
	Iteration 65Q: 3 clusters Score -837491.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24742 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -837492.687500 Penalty: 929.868469
	Iteration 66Q: 3 clusters Score -837492.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -837494.750000 Penalty: 929.868469
	Iteration 67Q: 3 clusters Score -837494.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -837498.687500 Penalty: 929.868469
	Iteration 68Q: 3 clusters Score -837498.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -837501.812500 Penalty: 929.868469
	Iteration 69Q: 3 clusters Score -837501.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -837504.187500 Penalty: 929.868469
	Iteration 70Q: 3 clusters Score -837504.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -837504.375000 Penalty: 929.868469
	Iteration 71Q: 3 clusters Score -837504.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -837506.750000 Penalty: 929.868469
	Iteration 72Q: 3 clusters Score -837506.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -837506.437500 Penalty: 929.868469
	Iteration 73Q: 3 clusters Score -837506.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -837510.625000 Penalty: 929.868469
	Iteration 74Q: 3 clusters Score -837510.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24941 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -837513.312500 Penalty: 929.868469
	Iteration 75Q: 3 clusters Score -837513.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -837514.500000 Penalty: 929.868469
	Iteration 76Q: 3 clusters Score -837514.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -837517.000000 Penalty: 929.868469
	Iteration 77Q: 3 clusters Score -837517 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -837519.312500 Penalty: 929.868469
	Iteration 78Q: 3 clusters Score -837519.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -837520.187500 Penalty: 929.868469
	Iteration 79Q: 3 clusters Score -837520.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -837520.437500 Penalty: 929.868469
	Iteration 80F: 3 clusters Score -837520.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -837517.750000 Penalty: 929.868469
	Iteration 81Q: 3 clusters Score -837517.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25040 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -837519.812500 Penalty: 929.868469
	Iteration 82Q: 3 clusters Score -837519.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -837520.625000 Penalty: 929.868469
	Iteration 83Q: 3 clusters Score -837520.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -837520.937500 Penalty: 929.868469
	Iteration 84Q: 3 clusters Score -837520.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25074 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -837519.562500 Penalty: 929.868469
	Iteration 85Q: 3 clusters Score -837519.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -837521.687500 Penalty: 929.868469
	Iteration 86Q: 3 clusters Score -837521.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -837523.250000 Penalty: 929.868469
	Iteration 87Q: 3 clusters Score -837523.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -837524.875000 Penalty: 929.868469
	Iteration 88Q: 3 clusters Score -837524.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -837524.750000 Penalty: 929.868469
	Iteration 89Q: 3 clusters Score -837524.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -837524.687500 Penalty: 929.868469
	Iteration 90Q: 3 clusters Score -837524.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -837526.937500 Penalty: 929.868469
	Iteration 91Q: 3 clusters Score -837526.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -837527.437500 Penalty: 929.868469
	Iteration 92Q: 3 clusters Score -837527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -837526.562500 Penalty: 929.868469
	Iteration 93Q: 3 clusters Score -837526.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -837526.812500 Penalty: 929.868469
	Iteration 94Q: 3 clusters Score -837526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -837526.812500 Penalty: 929.868469
	Iteration 95F: 3 clusters Score -837526.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Entering Unmasked Estep 
Score: -135746.625000 Penalty: 384.765320
	Iteration 0F: 2 clusters Score -135746.6 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 2294 members 
Entering Unmasked Estep 
Score: -132575.484375 Penalty: 769.530640
	Iteration 0F: 3 clusters Score -132575.5 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -133925.500000 Penalty: 769.530640
	Iteration 1F: 3 clusters Score -133925.5 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -134332.046875 Penalty: 769.530640
	Iteration 2F: 3 clusters Score -134332 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -134758.875000 Penalty: 769.530640
	Iteration 3F: 3 clusters Score -134758.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -135076.937500 Penalty: 769.530640
	Iteration 4F: 3 clusters Score -135076.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -135296.859375 Penalty: 769.530640
	Iteration 5Q: 3 clusters Score -135296.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -135424.000000 Penalty: 769.530640
	Iteration 6Q: 3 clusters Score -135424 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -135505.250000 Penalty: 769.530640
	Iteration 7Q: 3 clusters Score -135505.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -135566.687500 Penalty: 769.530640
	Iteration 8Q: 3 clusters Score -135566.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -135603.390625 Penalty: 769.530640
	Iteration 9Q: 3 clusters Score -135603.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -135616.953125 Penalty: 769.530640
	Iteration 10Q: 3 clusters Score -135617 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -135620.906250 Penalty: 769.530640
	Iteration 11Q: 3 clusters Score -135620.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -135622.640625 Penalty: 769.530640
	Iteration 12Q: 3 clusters Score -135622.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -135625.812500 Penalty: 769.530640
	Iteration 13Q: 3 clusters Score -135625.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -135630.296875 Penalty: 769.530640
	Iteration 14Q: 3 clusters Score -135630.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -135633.640625 Penalty: 769.530640
	Iteration 15Q: 3 clusters Score -135633.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -135636.984375 Penalty: 769.530640
	Iteration 16Q: 3 clusters Score -135637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -135638.656250 Penalty: 769.530640
	Iteration 17Q: 3 clusters Score -135638.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -135641.203125 Penalty: 769.530640
	Iteration 18Q: 3 clusters Score -135641.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -135642.812500 Penalty: 769.530640
	Iteration 19Q: 3 clusters Score -135642.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -135644.968750 Penalty: 769.530640
	Iteration 20F: 3 clusters Score -135645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -135645.578125 Penalty: 769.530640
	Iteration 21Q: 3 clusters Score -135645.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -135645.625000 Penalty: 769.530640
	Iteration 22Q: 3 clusters Score -135645.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -135645.734375 Penalty: 769.530640
	Iteration 23Q: 3 clusters Score -135645.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -135645.921875 Penalty: 769.530640
	Iteration 24Q: 3 clusters Score -135645.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -135645.921875 Penalty: 769.530640
	Iteration 25F: 3 clusters Score -135645.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Entering Unmasked Estep 
Score: -57568.867188 Penalty: 339.556915
	Iteration 0F: 2 clusters Score -57568.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -56307.050781 Penalty: 679.113831
	Iteration 0F: 3 clusters Score -56307.05 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -56762.781250 Penalty: 679.113831
	Iteration 1F: 3 clusters Score -56762.78 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -56861.132812 Penalty: 679.113831
	Iteration 2F: 3 clusters Score -56861.13 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -56918.500000 Penalty: 679.113831
	Iteration 3F: 3 clusters Score -56918.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -56958.414062 Penalty: 679.113831
	Iteration 4Q: 3 clusters Score -56958.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -56985.273438 Penalty: 679.113831
	Iteration 5Q: 3 clusters Score -56985.27 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -56996.496094 Penalty: 679.113831
	Iteration 6Q: 3 clusters Score -56996.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -57009.921875 Penalty: 679.113831
	Iteration 7Q: 3 clusters Score -57009.92 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -57023.105469 Penalty: 679.113831
	Iteration 8Q: 3 clusters Score -57023.11 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -57038.832031 Penalty: 679.113831
	Iteration 9Q: 3 clusters Score -57038.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -57054.863281 Penalty: 679.113831
	Iteration 10Q: 3 clusters Score -57054.86 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -57068.953125 Penalty: 679.113831
	Iteration 11Q: 3 clusters Score -57068.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -57079.851562 Penalty: 679.113831
	Iteration 12Q: 3 clusters Score -57079.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -57087.730469 Penalty: 679.113831
	Iteration 13Q: 3 clusters Score -57087.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -57091.582031 Penalty: 679.113831
	Iteration 14Q: 3 clusters Score -57091.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -57094.734375 Penalty: 679.113831
	Iteration 15Q: 3 clusters Score -57094.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -57096.789062 Penalty: 679.113831
	Iteration 16Q: 3 clusters Score -57096.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -57100.070312 Penalty: 679.113831
	Iteration 17Q: 3 clusters Score -57100.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -57102.128906 Penalty: 679.113831
	Iteration 18Q: 3 clusters Score -57102.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -57107.195312 Penalty: 679.113831
	Iteration 19Q: 3 clusters Score -57107.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -57109.265625 Penalty: 679.113831
	Iteration 20F: 3 clusters Score -57109.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -57111.535156 Penalty: 679.113831
	Iteration 21Q: 3 clusters Score -57111.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -57113.722656 Penalty: 679.113831
	Iteration 22Q: 3 clusters Score -57113.72 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -57115.765625 Penalty: 679.113831
	Iteration 23Q: 3 clusters Score -57115.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -57117.332031 Penalty: 679.113831
	Iteration 24Q: 3 clusters Score -57117.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -57117.847656 Penalty: 679.113831
	Iteration 25Q: 3 clusters Score -57117.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -57118.203125 Penalty: 679.113831
	Iteration 26Q: 3 clusters Score -57118.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -57118.554688 Penalty: 679.113831
	Iteration 27Q: 3 clusters Score -57118.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -57118.742188 Penalty: 679.113831
	Iteration 28Q: 3 clusters Score -57118.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -57118.742188 Penalty: 679.113831
	Iteration 29F: 3 clusters Score -57118.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Entering Unmasked Estep 
Score: -70196.085938 Penalty: 349.173950
	Iteration 0F: 2 clusters Score -70196.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -68688.609375 Penalty: 698.347900
	Iteration 0F: 3 clusters Score -68688.61 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -69264.031250 Penalty: 698.347900
	Iteration 1F: 3 clusters Score -69264.03 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -69387.429688 Penalty: 698.347900
	Iteration 2F: 3 clusters Score -69387.43 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -69489.734375 Penalty: 698.347900
	Iteration 3F: 3 clusters Score -69489.73 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -69585.914062 Penalty: 698.347900
	Iteration 4F: 3 clusters Score -69585.91 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -69670.789062 Penalty: 698.347900
	Iteration 5Q: 3 clusters Score -69670.79 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -69722.679688 Penalty: 698.347900
	Iteration 6Q: 3 clusters Score -69722.68 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -69761.632812 Penalty: 698.347900
	Iteration 7Q: 3 clusters Score -69761.63 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -69794.882812 Penalty: 698.347900
	Iteration 8Q: 3 clusters Score -69794.88 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -69821.804688 Penalty: 698.347900
	Iteration 9Q: 3 clusters Score -69821.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -69847.140625 Penalty: 698.347900
	Iteration 10Q: 3 clusters Score -69847.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -69865.968750 Penalty: 698.347900
	Iteration 11Q: 3 clusters Score -69865.97 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -69884.273438 Penalty: 698.347900
	Iteration 12Q: 3 clusters Score -69884.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -69895.835938 Penalty: 698.347900
	Iteration 13Q: 3 clusters Score -69895.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -69905.578125 Penalty: 698.347900
	Iteration 14Q: 3 clusters Score -69905.58 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -69911.375000 Penalty: 698.347900
	Iteration 15Q: 3 clusters Score -69911.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -69918.945312 Penalty: 698.347900
	Iteration 16Q: 3 clusters Score -69918.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -69927.117188 Penalty: 698.347900
	Iteration 17Q: 3 clusters Score -69927.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -69933.367188 Penalty: 698.347900
	Iteration 18Q: 3 clusters Score -69933.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -69938.773438 Penalty: 698.347900
	Iteration 19Q: 3 clusters Score -69938.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -69942.125000 Penalty: 698.347900
	Iteration 20F: 3 clusters Score -69942.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -69945.929688 Penalty: 698.347900
	Iteration 21Q: 3 clusters Score -69945.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -69947.750000 Penalty: 698.347900
	Iteration 22Q: 3 clusters Score -69947.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -69949.046875 Penalty: 698.347900
	Iteration 23Q: 3 clusters Score -69949.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -69949.375000 Penalty: 698.347900
	Iteration 24Q: 3 clusters Score -69949.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -69949.710938 Penalty: 698.347900
	Iteration 25Q: 3 clusters Score -69949.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -69949.710938 Penalty: 698.347900
	Iteration 26F: 3 clusters Score -69949.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (120168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120168 members 
Entering Unmasked Estep 
Score: -3954787.500000 Penalty: 532.197388
	Iteration 0F: 2 clusters Score -3954788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60245 members 
Mstep: Class 2 contains 59923 members 
Entering Unmasked Estep 
Score: -3873597.500000 Penalty: 1064.394775
	Iteration 0F: 3 clusters Score -3873598 nChanged 58999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 57606 members 
Entering Unmasked Estep 
Score: -3909746.750000 Penalty: 1064.394775
	Iteration 1F: 3 clusters Score -3909747 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63199 members 
Mstep: Class 2 contains 56969 members 
Entering Unmasked Estep 
Score: -3911902.250000 Penalty: 1064.394775
	Iteration 2Q: 3 clusters Score -3911902 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64096 members 
Mstep: Class 2 contains 56072 members 
Entering Unmasked Estep 
Score: -3915217.000000 Penalty: 1064.394775
	Iteration 3F: 3 clusters Score -3915217 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65330 members 
Mstep: Class 2 contains 54838 members 
Entering Unmasked Estep 
Score: -3919419.250000 Penalty: 1064.394775
	Iteration 4F: 3 clusters Score -3919419 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -3923428.000000 Penalty: 1064.394775
	Iteration 5F: 3 clusters Score -3923428 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68569 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -3926650.250000 Penalty: 1064.394775
	Iteration 6F: 3 clusters Score -3926650 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 49933 members 
Entering Unmasked Estep 
Score: -3929104.500000 Penalty: 1064.394775
	Iteration 7Q: 3 clusters Score -3929104 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71695 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -3931237.500000 Penalty: 1064.394775
	Iteration 8Q: 3 clusters Score -3931238 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72781 members 
Mstep: Class 2 contains 47387 members 
Entering Unmasked Estep 
Score: -3932856.000000 Penalty: 1064.394775
	Iteration 9Q: 3 clusters Score -3932856 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73674 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -3934062.750000 Penalty: 1064.394775
	Iteration 10Q: 3 clusters Score -3934063 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -3934803.000000 Penalty: 1064.394775
	Iteration 11Q: 3 clusters Score -3934803 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -3935210.750000 Penalty: 1064.394775
	Iteration 12Q: 3 clusters Score -3935211 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75596 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -3935449.000000 Penalty: 1064.394775
	Iteration 13Q: 3 clusters Score -3935449 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76304 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -3935590.500000 Penalty: 1064.394775
	Iteration 14Q: 3 clusters Score -3935590 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77107 members 
Mstep: Class 2 contains 43061 members 
Entering Unmasked Estep 
Score: -3935776.500000 Penalty: 1064.394775
	Iteration 15Q: 3 clusters Score -3935776 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78020 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -3935958.500000 Penalty: 1064.394775
	Iteration 16Q: 3 clusters Score -3935958 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79030 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -3936170.250000 Penalty: 1064.394775
	Iteration 17Q: 3 clusters Score -3936170 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80086 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -3936400.250000 Penalty: 1064.394775
	Iteration 18Q: 3 clusters Score -3936400 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81229 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -3936617.500000 Penalty: 1064.394775
	Iteration 19Q: 3 clusters Score -3936618 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82427 members 
Mstep: Class 2 contains 37741 members 
Entering Unmasked Estep 
Score: -3936906.500000 Penalty: 1064.394775
	Iteration 20F: 3 clusters Score -3936906 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83809 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -3937210.250000 Penalty: 1064.394775
	Iteration 21Q: 3 clusters Score -3937210 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -3937647.000000 Penalty: 1064.394775
	Iteration 22Q: 3 clusters Score -3937647 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87071 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -3938100.250000 Penalty: 1064.394775
	Iteration 23Q: 3 clusters Score -3938100 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88895 members 
Mstep: Class 2 contains 31273 members 
Entering Unmasked Estep 
Score: -3938665.000000 Penalty: 1064.394775
	Iteration 24Q: 3 clusters Score -3938665 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90940 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -3939376.750000 Penalty: 1064.394775
	Iteration 25Q: 3 clusters Score -3939377 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93138 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -3940204.000000 Penalty: 1064.394775
	Iteration 26Q: 3 clusters Score -3940204 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95437 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -3941169.250000 Penalty: 1064.394775
	Iteration 27Q: 3 clusters Score -3941169 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97883 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -3942333.250000 Penalty: 1064.394775
	Iteration 28Q: 3 clusters Score -3942333 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100393 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -3943611.750000 Penalty: 1064.394775
	Iteration 29Q: 3 clusters Score -3943612 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102776 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3944834.250000 Penalty: 1064.394775
	Iteration 30Q: 3 clusters Score -3944834 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105108 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3946146.750000 Penalty: 1064.394775
	Iteration 31Q: 3 clusters Score -3946147 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107364 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -3947465.250000 Penalty: 1064.394775
	Iteration 32Q: 3 clusters Score -3947465 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109427 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -3948749.000000 Penalty: 1064.394775
	Iteration 33Q: 3 clusters Score -3948749 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111334 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -3949919.000000 Penalty: 1064.394775
	Iteration 34Q: 3 clusters Score -3949919 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112957 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3950984.750000 Penalty: 1064.394775
	Iteration 35Q: 3 clusters Score -3950985 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114322 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -3951909.500000 Penalty: 1064.394775
	Iteration 36Q: 3 clusters Score -3951910 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115398 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -3952581.500000 Penalty: 1064.394775
	Iteration 37Q: 3 clusters Score -3952582 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116261 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3953111.750000 Penalty: 1064.394775
	Iteration 38Q: 3 clusters Score -3953112 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116897 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3953479.500000 Penalty: 1064.394775
	Iteration 39Q: 3 clusters Score -3953480 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117381 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3953757.000000 Penalty: 1064.394775
	Iteration 40F: 3 clusters Score -3953757 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117745 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -3953991.000000 Penalty: 1064.394775
	Iteration 41Q: 3 clusters Score -3953991 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118027 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3954119.750000 Penalty: 1064.394775
	Iteration 42Q: 3 clusters Score -3954120 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118226 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -3954227.750000 Penalty: 1064.394775
	Iteration 43Q: 3 clusters Score -3954228 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118385 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3954312.250000 Penalty: 1064.394775
	Iteration 44Q: 3 clusters Score -3954312 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118512 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -3954366.750000 Penalty: 1064.394775
	Iteration 45Q: 3 clusters Score -3954367 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118621 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3954420.250000 Penalty: 1064.394775
	Iteration 46Q: 3 clusters Score -3954420 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118700 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -3954468.000000 Penalty: 1064.394775
	Iteration 47Q: 3 clusters Score -3954468 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118767 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3954492.000000 Penalty: 1064.394775
	Iteration 48Q: 3 clusters Score -3954492 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118826 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3954509.250000 Penalty: 1064.394775
	Iteration 49Q: 3 clusters Score -3954509 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118876 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3954519.000000 Penalty: 1064.394775
	Iteration 50Q: 3 clusters Score -3954519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118911 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -3954528.000000 Penalty: 1064.394775
	Iteration 51Q: 3 clusters Score -3954528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118937 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -3954531.250000 Penalty: 1064.394775
	Iteration 52Q: 3 clusters Score -3954531 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118963 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -3954535.750000 Penalty: 1064.394775
	Iteration 53Q: 3 clusters Score -3954536 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118983 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3954544.250000 Penalty: 1064.394775
	Iteration 54Q: 3 clusters Score -3954544 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118999 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3954545.250000 Penalty: 1064.394775
	Iteration 55Q: 3 clusters Score -3954545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119019 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -3954548.250000 Penalty: 1064.394775
	Iteration 56Q: 3 clusters Score -3954548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119039 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3954558.750000 Penalty: 1064.394775
	Iteration 57Q: 3 clusters Score -3954559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119060 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3954563.500000 Penalty: 1064.394775
	Iteration 58Q: 3 clusters Score -3954564 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119076 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3954570.250000 Penalty: 1064.394775
	Iteration 59Q: 3 clusters Score -3954570 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119089 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3954574.000000 Penalty: 1064.394775
	Iteration 60F: 3 clusters Score -3954574 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119106 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3954576.500000 Penalty: 1064.394775
	Iteration 61Q: 3 clusters Score -3954576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119120 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3954575.250000 Penalty: 1064.394775
	Iteration 62Q: 3 clusters Score -3954575 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119132 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -3954577.500000 Penalty: 1064.394775
	Iteration 63Q: 3 clusters Score -3954578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119140 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -3954582.750000 Penalty: 1064.394775
	Iteration 64Q: 3 clusters Score -3954583 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119153 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3954580.500000 Penalty: 1064.394775
	Iteration 65Q: 3 clusters Score -3954580 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119164 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3954582.250000 Penalty: 1064.394775
	Iteration 66Q: 3 clusters Score -3954582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119167 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3954581.000000 Penalty: 1064.394775
	Iteration 67Q: 3 clusters Score -3954581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119171 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3954583.000000 Penalty: 1064.394775
	Iteration 68Q: 3 clusters Score -3954583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119176 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3954582.250000 Penalty: 1064.394775
	Iteration 69Q: 3 clusters Score -3954582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119179 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3954586.250000 Penalty: 1064.394775
	Iteration 70Q: 3 clusters Score -3954586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119182 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -3954584.500000 Penalty: 1064.394775
	Iteration 71Q: 3 clusters Score -3954584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119184 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3954586.500000 Penalty: 1064.394775
	Iteration 72Q: 3 clusters Score -3954586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119186 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -3954590.250000 Penalty: 1064.394775
	Iteration 73Q: 3 clusters Score -3954590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119189 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3954588.750000 Penalty: 1064.394775
	Iteration 74Q: 3 clusters Score -3954589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119193 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -3954591.750000 Penalty: 1064.394775
	Iteration 75Q: 3 clusters Score -3954592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119197 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -3954591.250000 Penalty: 1064.394775
	Iteration 76Q: 3 clusters Score -3954591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119200 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -3954590.500000 Penalty: 1064.394775
	Iteration 77Q: 3 clusters Score -3954590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119202 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3954589.250000 Penalty: 1064.394775
	Iteration 78Q: 3 clusters Score -3954589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119202 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3954589.250000 Penalty: 1064.394775
	Iteration 79F: 3 clusters Score -3954589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Entering Unmasked Estep 
Score: -49366.937500 Penalty: 338.366089
	Iteration 0F: 2 clusters Score -49366.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -48108.812500 Penalty: 676.732178
	Iteration 0F: 3 clusters Score -48108.81 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -48638.785156 Penalty: 676.732178
	Iteration 1F: 3 clusters Score -48638.79 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -48754.054688 Penalty: 676.732178
	Iteration 2F: 3 clusters Score -48754.05 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -48869.515625 Penalty: 676.732178
	Iteration 3F: 3 clusters Score -48869.52 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -48974.230469 Penalty: 676.732178
	Iteration 4F: 3 clusters Score -48974.23 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -49037.710938 Penalty: 676.732178
	Iteration 5Q: 3 clusters Score -49037.71 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -49080.714844 Penalty: 676.732178
	Iteration 6Q: 3 clusters Score -49080.71 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -49104.402344 Penalty: 676.732178
	Iteration 7Q: 3 clusters Score -49104.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -49117.738281 Penalty: 676.732178
	Iteration 8Q: 3 clusters Score -49117.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -49128.378906 Penalty: 676.732178
	Iteration 9Q: 3 clusters Score -49128.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -49133.765625 Penalty: 676.732178
	Iteration 10Q: 3 clusters Score -49133.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -49139.242188 Penalty: 676.732178
	Iteration 11Q: 3 clusters Score -49139.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -49144.750000 Penalty: 676.732178
	Iteration 12Q: 3 clusters Score -49144.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -49147.589844 Penalty: 676.732178
	Iteration 13Q: 3 clusters Score -49147.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -49148.769531 Penalty: 676.732178
	Iteration 14Q: 3 clusters Score -49148.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -49149.500000 Penalty: 676.732178
	Iteration 15Q: 3 clusters Score -49149.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -49150.632812 Penalty: 676.732178
	Iteration 16Q: 3 clusters Score -49150.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -49152.507812 Penalty: 676.732178
	Iteration 17Q: 3 clusters Score -49152.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -49153.550781 Penalty: 676.732178
	Iteration 18Q: 3 clusters Score -49153.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -49154.070312 Penalty: 676.732178
	Iteration 19Q: 3 clusters Score -49154.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -49155.582031 Penalty: 676.732178
	Iteration 20F: 3 clusters Score -49155.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -49156.390625 Penalty: 676.732178
	Iteration 21Q: 3 clusters Score -49156.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -49156.566406 Penalty: 676.732178
	Iteration 22Q: 3 clusters Score -49156.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -49156.660156 Penalty: 676.732178
	Iteration 23Q: 3 clusters Score -49156.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -49156.660156 Penalty: 676.732178
	Iteration 24F: 3 clusters Score -49156.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (154260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154260 members 
Entering Unmasked Estep 
Score: -5102062.000000 Penalty: 543.560974
	Iteration 0F: 2 clusters Score -5102062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76968 members 
Mstep: Class 2 contains 77292 members 
Entering Unmasked Estep 
Score: -4997290.000000 Penalty: 1087.121948
	Iteration 0F: 3 clusters Score -4997290 nChanged 75875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70243 members 
Mstep: Class 2 contains 84017 members 
Entering Unmasked Estep 
Score: -5042531.000000 Penalty: 1087.121948
	Iteration 1F: 3 clusters Score -5042531 nChanged 7645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64824 members 
Mstep: Class 2 contains 89436 members 
Entering Unmasked Estep 
Score: -5045771.000000 Penalty: 1087.121948
	Iteration 2Q: 3 clusters Score -5045771 nChanged 10476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56116 members 
Mstep: Class 2 contains 98144 members 
Entering Unmasked Estep 
Score: -5052097.500000 Penalty: 1087.121948
	Iteration 3F: 3 clusters Score -5052098 nChanged 13198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 109894 members 
Entering Unmasked Estep 
Score: -5062001.000000 Penalty: 1087.121948
	Iteration 4F: 3 clusters Score -5062001 nChanged 13198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 121992 members 
Entering Unmasked Estep 
Score: -5072872.000000 Penalty: 1087.121948
	Iteration 5F: 3 clusters Score -5072872 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 132556 members 
Entering Unmasked Estep 
Score: -5082717.000000 Penalty: 1087.121948
	Iteration 6F: 3 clusters Score -5082717 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 140450 members 
Entering Unmasked Estep 
Score: -5090150.500000 Penalty: 1087.121948
	Iteration 7F: 3 clusters Score -5090150 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 145792 members 
Entering Unmasked Estep 
Score: -5095043.500000 Penalty: 1087.121948
	Iteration 8Q: 3 clusters Score -5095044 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 149161 members 
Entering Unmasked Estep 
Score: -5097992.500000 Penalty: 1087.121948
	Iteration 9Q: 3 clusters Score -5097992 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 151226 members 
Entering Unmasked Estep 
Score: -5099644.500000 Penalty: 1087.121948
	Iteration 10Q: 3 clusters Score -5099644 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 152458 members 
Entering Unmasked Estep 
Score: -5100520.500000 Penalty: 1087.121948
	Iteration 11Q: 3 clusters Score -5100520 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 153159 members 
Entering Unmasked Estep 
Score: -5100973.500000 Penalty: 1087.121948
	Iteration 12Q: 3 clusters Score -5100974 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 153578 members 
Entering Unmasked Estep 
Score: -5101220.000000 Penalty: 1087.121948
	Iteration 13Q: 3 clusters Score -5101220 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 153820 members 
Entering Unmasked Estep 
Score: -5101382.000000 Penalty: 1087.121948
	Iteration 14Q: 3 clusters Score -5101382 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 153957 members 
Entering Unmasked Estep 
Score: -5101461.500000 Penalty: 1087.121948
	Iteration 15Q: 3 clusters Score -5101462 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 154031 members 
Entering Unmasked Estep 
Score: -5101508.500000 Penalty: 1087.121948
	Iteration 16Q: 3 clusters Score -5101508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 154073 members 
Entering Unmasked Estep 
Score: -5101534.500000 Penalty: 1087.121948
	Iteration 17Q: 3 clusters Score -5101534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 154095 members 
Entering Unmasked Estep 
Score: -5101546.000000 Penalty: 1087.121948
	Iteration 18Q: 3 clusters Score -5101546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 154107 members 
Entering Unmasked Estep 
Score: -5101560.500000 Penalty: 1087.121948
	Iteration 19Q: 3 clusters Score -5101560 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 154113 members 
Entering Unmasked Estep 
Score: -5101570.000000 Penalty: 1087.121948
	Iteration 20F: 3 clusters Score -5101570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 154113 members 
Entering Unmasked Estep 
Score: -5101586.500000 Penalty: 1087.121948
	Iteration 21Q: 3 clusters Score -5101586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 154112 members 
Entering Unmasked Estep 
Score: -5101590.500000 Penalty: 1087.121948
	Iteration 22Q: 3 clusters Score -5101590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 154114 members 
Entering Unmasked Estep 
Score: -5101592.000000 Penalty: 1087.121948
	Iteration 23Q: 3 clusters Score -5101592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 154119 members 
Entering Unmasked Estep 
Score: -5101599.000000 Penalty: 1087.121948
	Iteration 24Q: 3 clusters Score -5101599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 154126 members 
Entering Unmasked Estep 
Score: -5101609.500000 Penalty: 1087.121948
	Iteration 25Q: 3 clusters Score -5101610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 154129 members 
Entering Unmasked Estep 
Score: -5101611.500000 Penalty: 1087.121948
	Iteration 26Q: 3 clusters Score -5101612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 154131 members 
Entering Unmasked Estep 
Score: -5101619.500000 Penalty: 1087.121948
	Iteration 27Q: 3 clusters Score -5101620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 154133 members 
Entering Unmasked Estep 
Score: -5101632.000000 Penalty: 1087.121948
	Iteration 28Q: 3 clusters Score -5101632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 154137 members 
Entering Unmasked Estep 
Score: -5101647.000000 Penalty: 1087.121948
	Iteration 29Q: 3 clusters Score -5101647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 154141 members 
Entering Unmasked Estep 
Score: -5101647.000000 Penalty: 1087.121948
	Iteration 30Q: 3 clusters Score -5101647 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 154144 members 
Entering Unmasked Estep 
Score: -5101648.000000 Penalty: 1087.121948
	Iteration 31Q: 3 clusters Score -5101648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 154144 members 
Entering Unmasked Estep 
Score: -5101650.500000 Penalty: 1087.121948
	Iteration 32Q: 3 clusters Score -5101650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 154145 members 
Entering Unmasked Estep 
Score: -5101649.000000 Penalty: 1087.121948
	Iteration 33Q: 3 clusters Score -5101649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 154145 members 
Entering Unmasked Estep 
Score: -5101649.000000 Penalty: 1087.121948
	Iteration 34F: 3 clusters Score -5101649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52003 members 
Entering Unmasked Estep 
Score: -1628519.250000 Penalty: 494.087067
	Iteration 0F: 2 clusters Score -1628519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -1593547.750000 Penalty: 988.174133
	Iteration 0F: 3 clusters Score -1593548 nChanged 25260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -1609631.250000 Penalty: 988.174133
	Iteration 1F: 3 clusters Score -1609631 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 27858 members 
Entering Unmasked Estep 
Score: -1611406.375000 Penalty: 988.174133
	Iteration 2F: 3 clusters Score -1611406 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23643 members 
Mstep: Class 2 contains 28360 members 
Entering Unmasked Estep 
Score: -1613723.625000 Penalty: 988.174133
	Iteration 3F: 3 clusters Score -1613724 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -1616413.125000 Penalty: 988.174133
	Iteration 4F: 3 clusters Score -1616413 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -1618656.875000 Penalty: 988.174133
	Iteration 5F: 3 clusters Score -1618657 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 30169 members 
Entering Unmasked Estep 
Score: -1619993.125000 Penalty: 988.174133
	Iteration 6F: 3 clusters Score -1619993 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -1620721.625000 Penalty: 988.174133
	Iteration 7Q: 3 clusters Score -1620722 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -1621160.375000 Penalty: 988.174133
	Iteration 8Q: 3 clusters Score -1621160 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 31536 members 
Entering Unmasked Estep 
Score: -1621444.375000 Penalty: 988.174133
	Iteration 9Q: 3 clusters Score -1621444 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 31857 members 
Entering Unmasked Estep 
Score: -1621654.750000 Penalty: 988.174133
	Iteration 10Q: 3 clusters Score -1621655 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 32133 members 
Entering Unmasked Estep 
Score: -1621785.875000 Penalty: 988.174133
	Iteration 11Q: 3 clusters Score -1621786 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -1621923.750000 Penalty: 988.174133
	Iteration 12Q: 3 clusters Score -1621924 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -1622019.250000 Penalty: 988.174133
	Iteration 13Q: 3 clusters Score -1622019 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 32855 members 
Entering Unmasked Estep 
Score: -1622111.375000 Penalty: 988.174133
	Iteration 14Q: 3 clusters Score -1622111 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 33125 members 
Entering Unmasked Estep 
Score: -1622188.000000 Penalty: 988.174133
	Iteration 15Q: 3 clusters Score -1622188 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -1622275.250000 Penalty: 988.174133
	Iteration 16Q: 3 clusters Score -1622275 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 33681 members 
Entering Unmasked Estep 
Score: -1622330.125000 Penalty: 988.174133
	Iteration 17Q: 3 clusters Score -1622330 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 33978 members 
Entering Unmasked Estep 
Score: -1622395.750000 Penalty: 988.174133
	Iteration 18Q: 3 clusters Score -1622396 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17695 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -1622465.875000 Penalty: 988.174133
	Iteration 19Q: 3 clusters Score -1622466 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -1622539.125000 Penalty: 988.174133
	Iteration 20F: 3 clusters Score -1622539 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -1622605.625000 Penalty: 988.174133
	Iteration 21Q: 3 clusters Score -1622606 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 35412 members 
Entering Unmasked Estep 
Score: -1622674.250000 Penalty: 988.174133
	Iteration 22Q: 3 clusters Score -1622674 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 35806 members 
Entering Unmasked Estep 
Score: -1622743.750000 Penalty: 988.174133
	Iteration 23Q: 3 clusters Score -1622744 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -1622798.625000 Penalty: 988.174133
	Iteration 24Q: 3 clusters Score -1622799 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -1622866.250000 Penalty: 988.174133
	Iteration 25Q: 3 clusters Score -1622866 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 36986 members 
Entering Unmasked Estep 
Score: -1622939.875000 Penalty: 988.174133
	Iteration 26Q: 3 clusters Score -1622940 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 37471 members 
Entering Unmasked Estep 
Score: -1623040.875000 Penalty: 988.174133
	Iteration 27Q: 3 clusters Score -1623041 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -1623140.500000 Penalty: 988.174133
	Iteration 28Q: 3 clusters Score -1623140 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -1623268.750000 Penalty: 988.174133
	Iteration 29Q: 3 clusters Score -1623269 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 39185 members 
Entering Unmasked Estep 
Score: -1623417.375000 Penalty: 988.174133
	Iteration 30Q: 3 clusters Score -1623417 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 39878 members 
Entering Unmasked Estep 
Score: -1623596.625000 Penalty: 988.174133
	Iteration 31Q: 3 clusters Score -1623597 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 40589 members 
Entering Unmasked Estep 
Score: -1623806.750000 Penalty: 988.174133
	Iteration 32Q: 3 clusters Score -1623807 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -1624056.750000 Penalty: 988.174133
	Iteration 33Q: 3 clusters Score -1624057 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 42206 members 
Entering Unmasked Estep 
Score: -1624341.250000 Penalty: 988.174133
	Iteration 34Q: 3 clusters Score -1624341 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 43034 members 
Entering Unmasked Estep 
Score: -1624614.125000 Penalty: 988.174133
	Iteration 35Q: 3 clusters Score -1624614 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 43872 members 
Entering Unmasked Estep 
Score: -1624928.875000 Penalty: 988.174133
	Iteration 36Q: 3 clusters Score -1624929 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -1625250.125000 Penalty: 988.174133
	Iteration 37Q: 3 clusters Score -1625250 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 45509 members 
Entering Unmasked Estep 
Score: -1625560.500000 Penalty: 988.174133
	Iteration 38Q: 3 clusters Score -1625560 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 46246 members 
Entering Unmasked Estep 
Score: -1625856.375000 Penalty: 988.174133
	Iteration 39Q: 3 clusters Score -1625856 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -1626178.250000 Penalty: 988.174133
	Iteration 40F: 3 clusters Score -1626178 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 47708 members 
Entering Unmasked Estep 
Score: -1626489.250000 Penalty: 988.174133
	Iteration 41Q: 3 clusters Score -1626489 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 48355 members 
Entering Unmasked Estep 
Score: -1626768.125000 Penalty: 988.174133
	Iteration 42Q: 3 clusters Score -1626768 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -1626992.750000 Penalty: 988.174133
	Iteration 43Q: 3 clusters Score -1626993 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 49332 members 
Entering Unmasked Estep 
Score: -1627181.000000 Penalty: 988.174133
	Iteration 44Q: 3 clusters Score -1627181 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -1627339.500000 Penalty: 988.174133
	Iteration 45Q: 3 clusters Score -1627340 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -1627468.125000 Penalty: 988.174133
	Iteration 46Q: 3 clusters Score -1627468 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -1627596.625000 Penalty: 988.174133
	Iteration 47Q: 3 clusters Score -1627597 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -1627690.125000 Penalty: 988.174133
	Iteration 48Q: 3 clusters Score -1627690 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 50779 members 
Entering Unmasked Estep 
Score: -1627772.375000 Penalty: 988.174133
	Iteration 49Q: 3 clusters Score -1627772 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 50945 members 
Entering Unmasked Estep 
Score: -1627846.125000 Penalty: 988.174133
	Iteration 50Q: 3 clusters Score -1627846 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 51078 members 
Entering Unmasked Estep 
Score: -1627895.750000 Penalty: 988.174133
	Iteration 51Q: 3 clusters Score -1627896 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 51175 members 
Entering Unmasked Estep 
Score: -1627935.125000 Penalty: 988.174133
	Iteration 52Q: 3 clusters Score -1627935 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -1627976.000000 Penalty: 988.174133
	Iteration 53Q: 3 clusters Score -1627976 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 51325 members 
Entering Unmasked Estep 
Score: -1628002.875000 Penalty: 988.174133
	Iteration 54Q: 3 clusters Score -1628003 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -1628015.625000 Penalty: 988.174133
	Iteration 55Q: 3 clusters Score -1628016 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 51405 members 
Entering Unmasked Estep 
Score: -1628029.375000 Penalty: 988.174133
	Iteration 56Q: 3 clusters Score -1628029 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -1628034.750000 Penalty: 988.174133
	Iteration 57Q: 3 clusters Score -1628035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -1628044.750000 Penalty: 988.174133
	Iteration 58Q: 3 clusters Score -1628045 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -1628055.750000 Penalty: 988.174133
	Iteration 59Q: 3 clusters Score -1628056 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 51504 members 
Entering Unmasked Estep 
Score: -1628068.000000 Penalty: 988.174133
	Iteration 60F: 3 clusters Score -1628068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -1628075.125000 Penalty: 988.174133
	Iteration 61Q: 3 clusters Score -1628075 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 51548 members 
Entering Unmasked Estep 
Score: -1628088.125000 Penalty: 988.174133
	Iteration 62Q: 3 clusters Score -1628088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 51566 members 
Entering Unmasked Estep 
Score: -1628101.625000 Penalty: 988.174133
	Iteration 63Q: 3 clusters Score -1628102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 51586 members 
Entering Unmasked Estep 
Score: -1628112.000000 Penalty: 988.174133
	Iteration 64Q: 3 clusters Score -1628112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 51593 members 
Entering Unmasked Estep 
Score: -1628116.875000 Penalty: 988.174133
	Iteration 65Q: 3 clusters Score -1628117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -1628122.750000 Penalty: 988.174133
	Iteration 66Q: 3 clusters Score -1628123 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 51594 members 
Entering Unmasked Estep 
Score: -1628128.125000 Penalty: 988.174133
	Iteration 67Q: 3 clusters Score -1628128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 51592 members 
Entering Unmasked Estep 
Score: -1628129.375000 Penalty: 988.174133
	Iteration 68Q: 3 clusters Score -1628129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -1628130.125000 Penalty: 988.174133
	Iteration 69Q: 3 clusters Score -1628130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -1628136.625000 Penalty: 988.174133
	Iteration 70Q: 3 clusters Score -1628137 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -1628138.250000 Penalty: 988.174133
	Iteration 71Q: 3 clusters Score -1628138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -1628142.500000 Penalty: 988.174133
	Iteration 72Q: 3 clusters Score -1628142 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -1628145.375000 Penalty: 988.174133
	Iteration 73Q: 3 clusters Score -1628145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 51624 members 
Entering Unmasked Estep 
Score: -1628147.000000 Penalty: 988.174133
	Iteration 74Q: 3 clusters Score -1628147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -1628147.625000 Penalty: 988.174133
	Iteration 75Q: 3 clusters Score -1628148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -1628146.875000 Penalty: 988.174133
	Iteration 76Q: 3 clusters Score -1628147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -1628146.750000 Penalty: 988.174133
	Iteration 77Q: 3 clusters Score -1628147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 51631 members 
Entering Unmasked Estep 
Score: -1628147.000000 Penalty: 988.174133
	Iteration 78Q: 3 clusters Score -1628147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -1628146.750000 Penalty: 988.174133
	Iteration 79Q: 3 clusters Score -1628147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -1628146.750000 Penalty: 988.174133
	Iteration 80F: 3 clusters Score -1628147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Entering Unmasked Estep 
Score: -190139.390625 Penalty: 395.569366
	Iteration 0F: 2 clusters Score -190139.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -186156.140625 Penalty: 791.138733
	Iteration 0F: 3 clusters Score -186156.1 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -187888.843750 Penalty: 791.138733
	Iteration 1F: 3 clusters Score -187888.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -188182.593750 Penalty: 791.138733
	Iteration 2F: 3 clusters Score -188182.6 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -188537.484375 Penalty: 791.138733
	Iteration 3F: 3 clusters Score -188537.5 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -188896.656250 Penalty: 791.138733
	Iteration 4F: 3 clusters Score -188896.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -189220.656250 Penalty: 791.138733
	Iteration 5F: 3 clusters Score -189220.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -189475.546875 Penalty: 791.138733
	Iteration 6Q: 3 clusters Score -189475.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -189634.921875 Penalty: 791.138733
	Iteration 7Q: 3 clusters Score -189634.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -189747.250000 Penalty: 791.138733
	Iteration 8Q: 3 clusters Score -189747.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -189805.203125 Penalty: 791.138733
	Iteration 9Q: 3 clusters Score -189805.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -189827.984375 Penalty: 791.138733
	Iteration 10Q: 3 clusters Score -189828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -189835.203125 Penalty: 791.138733
	Iteration 11Q: 3 clusters Score -189835.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -189839.328125 Penalty: 791.138733
	Iteration 12Q: 3 clusters Score -189839.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -189843.312500 Penalty: 791.138733
	Iteration 13Q: 3 clusters Score -189843.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -189848.437500 Penalty: 791.138733
	Iteration 14Q: 3 clusters Score -189848.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -189851.812500 Penalty: 791.138733
	Iteration 15Q: 3 clusters Score -189851.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -189852.156250 Penalty: 791.138733
	Iteration 16Q: 3 clusters Score -189852.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -189854.187500 Penalty: 791.138733
	Iteration 17Q: 3 clusters Score -189854.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -189854.265625 Penalty: 791.138733
	Iteration 18Q: 3 clusters Score -189854.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -189854.265625 Penalty: 791.138733
	Iteration 19F: 3 clusters Score -189854.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (21873 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Entering Unmasked Estep 
Score: -687178.187500 Penalty: 454.681885
	Iteration 0F: 2 clusters Score -687178.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -672584.625000 Penalty: 909.363770
	Iteration 0F: 3 clusters Score -672584.6 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -678913.187500 Penalty: 909.363770
	Iteration 1F: 3 clusters Score -678913.2 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -679710.875000 Penalty: 909.363770
	Iteration 2F: 3 clusters Score -679710.9 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -680950.812500 Penalty: 909.363770
	Iteration 3F: 3 clusters Score -680950.8 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -682553.375000 Penalty: 909.363770
	Iteration 4F: 3 clusters Score -682553.4 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -684104.250000 Penalty: 909.363770
	Iteration 5F: 3 clusters Score -684104.2 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -685159.875000 Penalty: 909.363770
	Iteration 6F: 3 clusters Score -685159.9 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -685651.812500 Penalty: 909.363770
	Iteration 7Q: 3 clusters Score -685651.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -685928.937500 Penalty: 909.363770
	Iteration 8Q: 3 clusters Score -685928.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -686107.625000 Penalty: 909.363770
	Iteration 9Q: 3 clusters Score -686107.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -686259.250000 Penalty: 909.363770
	Iteration 10Q: 3 clusters Score -686259.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -686375.562500 Penalty: 909.363770
	Iteration 11Q: 3 clusters Score -686375.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -686471.125000 Penalty: 909.363770
	Iteration 12Q: 3 clusters Score -686471.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -686573.125000 Penalty: 909.363770
	Iteration 13Q: 3 clusters Score -686573.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -686653.187500 Penalty: 909.363770
	Iteration 14Q: 3 clusters Score -686653.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -686716.375000 Penalty: 909.363770
	Iteration 15Q: 3 clusters Score -686716.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -686767.937500 Penalty: 909.363770
	Iteration 16Q: 3 clusters Score -686767.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -686808.812500 Penalty: 909.363770
	Iteration 17Q: 3 clusters Score -686808.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -686839.687500 Penalty: 909.363770
	Iteration 18Q: 3 clusters Score -686839.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -686864.312500 Penalty: 909.363770
	Iteration 19Q: 3 clusters Score -686864.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -686887.937500 Penalty: 909.363770
	Iteration 20F: 3 clusters Score -686887.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -686908.562500 Penalty: 909.363770
	Iteration 21Q: 3 clusters Score -686908.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21051 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -686920.375000 Penalty: 909.363770
	Iteration 22Q: 3 clusters Score -686920.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -686931.312500 Penalty: 909.363770
	Iteration 23Q: 3 clusters Score -686931.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -686937.250000 Penalty: 909.363770
	Iteration 24Q: 3 clusters Score -686937.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -686950.437500 Penalty: 909.363770
	Iteration 25Q: 3 clusters Score -686950.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21211 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -686959.187500 Penalty: 909.363770
	Iteration 26Q: 3 clusters Score -686959.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -686969.625000 Penalty: 909.363770
	Iteration 27Q: 3 clusters Score -686969.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -686971.437500 Penalty: 909.363770
	Iteration 28Q: 3 clusters Score -686971.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -686975.437500 Penalty: 909.363770
	Iteration 29Q: 3 clusters Score -686975.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21296 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -686977.625000 Penalty: 909.363770
	Iteration 30Q: 3 clusters Score -686977.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -686978.500000 Penalty: 909.363770
	Iteration 31Q: 3 clusters Score -686978.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -686981.250000 Penalty: 909.363770
	Iteration 32Q: 3 clusters Score -686981.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -686983.875000 Penalty: 909.363770
	Iteration 33Q: 3 clusters Score -686983.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -686984.125000 Penalty: 909.363770
	Iteration 34Q: 3 clusters Score -686984.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -686984.562500 Penalty: 909.363770
	Iteration 35Q: 3 clusters Score -686984.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -686986.562500 Penalty: 909.363770
	Iteration 36Q: 3 clusters Score -686986.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -686987.875000 Penalty: 909.363770
	Iteration 37Q: 3 clusters Score -686987.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21363 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -686987.125000 Penalty: 909.363770
	Iteration 38Q: 3 clusters Score -686987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21368 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -686988.437500 Penalty: 909.363770
	Iteration 39Q: 3 clusters Score -686988.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -686987.437500 Penalty: 909.363770
	Iteration 40F: 3 clusters Score -686987.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -686989.000000 Penalty: 909.363770
	Iteration 41Q: 3 clusters Score -686989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21383 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -686988.812500 Penalty: 909.363770
	Iteration 42Q: 3 clusters Score -686988.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -686989.437500 Penalty: 909.363770
	Iteration 43Q: 3 clusters Score -686989.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -686990.750000 Penalty: 909.363770
	Iteration 44Q: 3 clusters Score -686990.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -686991.062500 Penalty: 909.363770
	Iteration 45Q: 3 clusters Score -686991.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -686991.437500 Penalty: 909.363770
	Iteration 46Q: 3 clusters Score -686991.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21402 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -686991.500000 Penalty: 909.363770
	Iteration 47Q: 3 clusters Score -686991.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -686994.062500 Penalty: 909.363770
	Iteration 48Q: 3 clusters Score -686994.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21416 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -686995.312500 Penalty: 909.363770
	Iteration 49Q: 3 clusters Score -686995.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -686997.625000 Penalty: 909.363770
	Iteration 50Q: 3 clusters Score -686997.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -686998.062500 Penalty: 909.363770
	Iteration 51Q: 3 clusters Score -686998.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -686999.000000 Penalty: 909.363770
	Iteration 52Q: 3 clusters Score -686999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -686999.937500 Penalty: 909.363770
	Iteration 53Q: 3 clusters Score -686999.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -687000.437500 Penalty: 909.363770
	Iteration 54Q: 3 clusters Score -687000.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -687000.937500 Penalty: 909.363770
	Iteration 55Q: 3 clusters Score -687000.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21438 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -687000.937500 Penalty: 909.363770
	Iteration 56F: 3 clusters Score -687000.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Entering Unmasked Estep 
Score: -78498.476562 Penalty: 359.931885
	Iteration 0F: 2 clusters Score -78498.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -76600.820312 Penalty: 719.863770
	Iteration 0F: 3 clusters Score -76600.82 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -77330.703125 Penalty: 719.863770
	Iteration 1F: 3 clusters Score -77330.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -77483.906250 Penalty: 719.863770
	Iteration 2F: 3 clusters Score -77483.91 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -77624.007812 Penalty: 719.863770
	Iteration 3F: 3 clusters Score -77624.01 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -77731.304688 Penalty: 719.863770
	Iteration 4F: 3 clusters Score -77731.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -77836.367188 Penalty: 719.863770
	Iteration 5F: 3 clusters Score -77836.37 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -77932.312500 Penalty: 719.863770
	Iteration 6F: 3 clusters Score -77932.31 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -78019.007812 Penalty: 719.863770
	Iteration 7Q: 3 clusters Score -78019.01 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -78076.156250 Penalty: 719.863770
	Iteration 8Q: 3 clusters Score -78076.16 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -78108.203125 Penalty: 719.863770
	Iteration 9Q: 3 clusters Score -78108.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -78135.648438 Penalty: 719.863770
	Iteration 10Q: 3 clusters Score -78135.65 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -78149.953125 Penalty: 719.863770
	Iteration 11Q: 3 clusters Score -78149.95 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -78163.234375 Penalty: 719.863770
	Iteration 12Q: 3 clusters Score -78163.23 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -78174.070312 Penalty: 719.863770
	Iteration 13Q: 3 clusters Score -78174.07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -78192.406250 Penalty: 719.863770
	Iteration 14Q: 3 clusters Score -78192.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -78206.890625 Penalty: 719.863770
	Iteration 15Q: 3 clusters Score -78206.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -78217.937500 Penalty: 719.863770
	Iteration 16Q: 3 clusters Score -78217.94 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -78224.898438 Penalty: 719.863770
	Iteration 17Q: 3 clusters Score -78224.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -78229.437500 Penalty: 719.863770
	Iteration 18Q: 3 clusters Score -78229.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -78233.343750 Penalty: 719.863770
	Iteration 19Q: 3 clusters Score -78233.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -78237.382812 Penalty: 719.863770
	Iteration 20F: 3 clusters Score -78237.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -78240.859375 Penalty: 719.863770
	Iteration 21Q: 3 clusters Score -78240.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -78245.375000 Penalty: 719.863770
	Iteration 22Q: 3 clusters Score -78245.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -78248.546875 Penalty: 719.863770
	Iteration 23Q: 3 clusters Score -78248.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -78250.242188 Penalty: 719.863770
	Iteration 24Q: 3 clusters Score -78250.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -78251.585938 Penalty: 719.863770
	Iteration 25Q: 3 clusters Score -78251.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -78252.914062 Penalty: 719.863770
	Iteration 26Q: 3 clusters Score -78252.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -78254.585938 Penalty: 719.863770
	Iteration 27Q: 3 clusters Score -78254.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -78256.093750 Penalty: 719.863770
	Iteration 28Q: 3 clusters Score -78256.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -78257.375000 Penalty: 719.863770
	Iteration 29Q: 3 clusters Score -78257.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -78258.171875 Penalty: 719.863770
	Iteration 30Q: 3 clusters Score -78258.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -78258.867188 Penalty: 719.863770
	Iteration 31Q: 3 clusters Score -78258.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -78259.648438 Penalty: 719.863770
	Iteration 32Q: 3 clusters Score -78259.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -78261.015625 Penalty: 719.863770
	Iteration 33Q: 3 clusters Score -78261.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -78262.164062 Penalty: 719.863770
	Iteration 34Q: 3 clusters Score -78262.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -78264.210938 Penalty: 719.863770
	Iteration 35Q: 3 clusters Score -78264.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -78266.281250 Penalty: 719.863770
	Iteration 36Q: 3 clusters Score -78266.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -78266.804688 Penalty: 719.863770
	Iteration 37Q: 3 clusters Score -78266.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -78267.703125 Penalty: 719.863770
	Iteration 38Q: 3 clusters Score -78267.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -78269.421875 Penalty: 719.863770
	Iteration 39Q: 3 clusters Score -78269.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -78271.281250 Penalty: 719.863770
	Iteration 40F: 3 clusters Score -78271.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -78274.578125 Penalty: 719.863770
	Iteration 41Q: 3 clusters Score -78274.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -78279.109375 Penalty: 719.863770
	Iteration 42Q: 3 clusters Score -78279.11 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -78282.281250 Penalty: 719.863770
	Iteration 43Q: 3 clusters Score -78282.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -78283.515625 Penalty: 719.863770
	Iteration 44Q: 3 clusters Score -78283.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -78285.093750 Penalty: 719.863770
	Iteration 45Q: 3 clusters Score -78285.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -78286.875000 Penalty: 719.863770
	Iteration 46Q: 3 clusters Score -78286.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -78288.281250 Penalty: 719.863770
	Iteration 47Q: 3 clusters Score -78288.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -78289.960938 Penalty: 719.863770
	Iteration 48Q: 3 clusters Score -78289.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -78291.421875 Penalty: 719.863770
	Iteration 49Q: 3 clusters Score -78291.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -78292.992188 Penalty: 719.863770
	Iteration 50Q: 3 clusters Score -78292.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -78294.351562 Penalty: 719.863770
	Iteration 51Q: 3 clusters Score -78294.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -78295.726562 Penalty: 719.863770
	Iteration 52Q: 3 clusters Score -78295.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -78297.218750 Penalty: 719.863770
	Iteration 53Q: 3 clusters Score -78297.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -78298.804688 Penalty: 719.863770
	Iteration 54Q: 3 clusters Score -78298.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -78300.851562 Penalty: 719.863770
	Iteration 55Q: 3 clusters Score -78300.85 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -78303.351562 Penalty: 719.863770
	Iteration 56Q: 3 clusters Score -78303.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -78305.734375 Penalty: 719.863770
	Iteration 57Q: 3 clusters Score -78305.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -78308.820312 Penalty: 719.863770
	Iteration 58Q: 3 clusters Score -78308.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -78314.710938 Penalty: 719.863770
	Iteration 59Q: 3 clusters Score -78314.71 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -78320.546875 Penalty: 719.863770
	Iteration 60F: 3 clusters Score -78320.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -78324.882812 Penalty: 719.863770
	Iteration 61Q: 3 clusters Score -78324.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -78328.406250 Penalty: 719.863770
	Iteration 62Q: 3 clusters Score -78328.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -78331.718750 Penalty: 719.863770
	Iteration 63Q: 3 clusters Score -78331.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -78334.226562 Penalty: 719.863770
	Iteration 64Q: 3 clusters Score -78334.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -78336.695312 Penalty: 719.863770
	Iteration 65Q: 3 clusters Score -78336.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -78341.406250 Penalty: 719.863770
	Iteration 66Q: 3 clusters Score -78341.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -78345.453125 Penalty: 719.863770
	Iteration 67Q: 3 clusters Score -78345.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -78352.984375 Penalty: 719.863770
	Iteration 68Q: 3 clusters Score -78352.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -78360.765625 Penalty: 719.863770
	Iteration 69Q: 3 clusters Score -78360.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -78367.484375 Penalty: 719.863770
	Iteration 70Q: 3 clusters Score -78367.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -78372.234375 Penalty: 719.863770
	Iteration 71Q: 3 clusters Score -78372.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -78374.531250 Penalty: 719.863770
	Iteration 72Q: 3 clusters Score -78374.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -78375.523438 Penalty: 719.863770
	Iteration 73Q: 3 clusters Score -78375.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -78376.429688 Penalty: 719.863770
	Iteration 74Q: 3 clusters Score -78376.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -78379.148438 Penalty: 719.863770
	Iteration 75Q: 3 clusters Score -78379.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -78379.976562 Penalty: 719.863770
	Iteration 76Q: 3 clusters Score -78379.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -78380.773438 Penalty: 719.863770
	Iteration 77Q: 3 clusters Score -78380.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -78381.062500 Penalty: 719.863770
	Iteration 78Q: 3 clusters Score -78381.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -78381.726562 Penalty: 719.863770
	Iteration 79Q: 3 clusters Score -78381.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -78382.859375 Penalty: 719.863770
	Iteration 80F: 3 clusters Score -78382.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -78383.976562 Penalty: 719.863770
	Iteration 81Q: 3 clusters Score -78383.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -78384.328125 Penalty: 719.863770
	Iteration 82Q: 3 clusters Score -78384.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -78384.960938 Penalty: 719.863770
	Iteration 83Q: 3 clusters Score -78384.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -78384.945312 Penalty: 719.863770
	Iteration 84Q: 3 clusters Score -78384.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -78385.515625 Penalty: 719.863770
	Iteration 85Q: 3 clusters Score -78385.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -78385.687500 Penalty: 719.863770
	Iteration 86Q: 3 clusters Score -78385.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -78386.328125 Penalty: 719.863770
	Iteration 87Q: 3 clusters Score -78386.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -78388.406250 Penalty: 719.863770
	Iteration 88Q: 3 clusters Score -78388.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -78389.140625 Penalty: 719.863770
	Iteration 89Q: 3 clusters Score -78389.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -78389.914062 Penalty: 719.863770
	Iteration 90Q: 3 clusters Score -78389.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -78390.601562 Penalty: 719.863770
	Iteration 91Q: 3 clusters Score -78390.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -78391.664062 Penalty: 719.863770
	Iteration 92Q: 3 clusters Score -78391.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -78392.085938 Penalty: 719.863770
	Iteration 93Q: 3 clusters Score -78392.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -78392.656250 Penalty: 719.863770
	Iteration 94Q: 3 clusters Score -78392.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -78393.296875 Penalty: 719.863770
	Iteration 95Q: 3 clusters Score -78393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -78393.546875 Penalty: 719.863770
	Iteration 96Q: 3 clusters Score -78393.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -78393.539062 Penalty: 719.863770
	Iteration 97Q: 3 clusters Score -78393.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -78393.539062 Penalty: 719.863770
	Iteration 98F: 3 clusters Score -78393.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -66849.546875 Penalty: 347.669342
	Iteration 0F: 2 clusters Score -66849.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -65341.628906 Penalty: 695.338684
	Iteration 0F: 3 clusters Score -65341.63 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -65846.109375 Penalty: 695.338684
	Iteration 1F: 3 clusters Score -65846.11 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -65922.468750 Penalty: 695.338684
	Iteration 2F: 3 clusters Score -65922.47 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -65985.460938 Penalty: 695.338684
	Iteration 3F: 3 clusters Score -65985.46 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -66043.796875 Penalty: 695.338684
	Iteration 4Q: 3 clusters Score -66043.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -66085.585938 Penalty: 695.338684
	Iteration 5Q: 3 clusters Score -66085.59 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -66132.500000 Penalty: 695.338684
	Iteration 6Q: 3 clusters Score -66132.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -66192.851562 Penalty: 695.338684
	Iteration 7Q: 3 clusters Score -66192.85 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -66241.171875 Penalty: 695.338684
	Iteration 8Q: 3 clusters Score -66241.17 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -66283.929688 Penalty: 695.338684
	Iteration 9Q: 3 clusters Score -66283.93 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -66328.070312 Penalty: 695.338684
	Iteration 10Q: 3 clusters Score -66328.07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66376.703125 Penalty: 695.338684
	Iteration 11Q: 3 clusters Score -66376.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -66424.664062 Penalty: 695.338684
	Iteration 12Q: 3 clusters Score -66424.66 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -66447.257812 Penalty: 695.338684
	Iteration 13Q: 3 clusters Score -66447.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -66457.726562 Penalty: 695.338684
	Iteration 14Q: 3 clusters Score -66457.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66465.750000 Penalty: 695.338684
	Iteration 15Q: 3 clusters Score -66465.75 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66479.906250 Penalty: 695.338684
	Iteration 16Q: 3 clusters Score -66479.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -66496.164062 Penalty: 695.338684
	Iteration 17Q: 3 clusters Score -66496.16 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -66511.140625 Penalty: 695.338684
	Iteration 18Q: 3 clusters Score -66511.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -66524.187500 Penalty: 695.338684
	Iteration 19Q: 3 clusters Score -66524.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -66540.359375 Penalty: 695.338684
	Iteration 20F: 3 clusters Score -66540.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -66547.875000 Penalty: 695.338684
	Iteration 21Q: 3 clusters Score -66547.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -66550.859375 Penalty: 695.338684
	Iteration 22Q: 3 clusters Score -66550.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -66555.476562 Penalty: 695.338684
	Iteration 23Q: 3 clusters Score -66555.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -66561.234375 Penalty: 695.338684
	Iteration 24Q: 3 clusters Score -66561.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -66564.039062 Penalty: 695.338684
	Iteration 25Q: 3 clusters Score -66564.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -66565.359375 Penalty: 695.338684
	Iteration 26Q: 3 clusters Score -66565.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -66568.757812 Penalty: 695.338684
	Iteration 27Q: 3 clusters Score -66568.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -66570.070312 Penalty: 695.338684
	Iteration 28Q: 3 clusters Score -66570.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -66570.070312 Penalty: 695.338684
	Iteration 29F: 3 clusters Score -66570.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Entering Unmasked Estep 
Score: -355619.781250 Penalty: 427.803833
	Iteration 0F: 2 clusters Score -355619.8 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 6059 members 
Entering Unmasked Estep 
Score: -347636.937500 Penalty: 855.607666
	Iteration 0F: 3 clusters Score -347636.9 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -350876.437500 Penalty: 855.607666
	Iteration 1F: 3 clusters Score -350876.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -351110.531250 Penalty: 855.607666
	Iteration 2Q: 3 clusters Score -351110.5 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -351393.468750 Penalty: 855.607666
	Iteration 3F: 3 clusters Score -351393.5 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -351845.531250 Penalty: 855.607666
	Iteration 4F: 3 clusters Score -351845.5 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -352412.750000 Penalty: 855.607666
	Iteration 5F: 3 clusters Score -352412.8 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -352998.843750 Penalty: 855.607666
	Iteration 6F: 3 clusters Score -352998.8 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -353596.750000 Penalty: 855.607666
	Iteration 7F: 3 clusters Score -353596.8 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -354048.125000 Penalty: 855.607666
	Iteration 8Q: 3 clusters Score -354048.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -354275.062500 Penalty: 855.607666
	Iteration 9Q: 3 clusters Score -354275.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -354371.781250 Penalty: 855.607666
	Iteration 10Q: 3 clusters Score -354371.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -354420.750000 Penalty: 855.607666
	Iteration 11Q: 3 clusters Score -354420.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -354452.250000 Penalty: 855.607666
	Iteration 12Q: 3 clusters Score -354452.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -354482.781250 Penalty: 855.607666
	Iteration 13Q: 3 clusters Score -354482.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -354516.500000 Penalty: 855.607666
	Iteration 14Q: 3 clusters Score -354516.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -354556.750000 Penalty: 855.607666
	Iteration 15Q: 3 clusters Score -354556.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -354604.406250 Penalty: 855.607666
	Iteration 16Q: 3 clusters Score -354604.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -354648.218750 Penalty: 855.607666
	Iteration 17Q: 3 clusters Score -354648.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -354685.218750 Penalty: 855.607666
	Iteration 18Q: 3 clusters Score -354685.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -354721.187500 Penalty: 855.607666
	Iteration 19Q: 3 clusters Score -354721.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -354759.312500 Penalty: 855.607666
	Iteration 20F: 3 clusters Score -354759.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -354796.750000 Penalty: 855.607666
	Iteration 21Q: 3 clusters Score -354796.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -354837.281250 Penalty: 855.607666
	Iteration 22Q: 3 clusters Score -354837.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -354875.250000 Penalty: 855.607666
	Iteration 23Q: 3 clusters Score -354875.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -354914.156250 Penalty: 855.607666
	Iteration 24Q: 3 clusters Score -354914.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -354961.593750 Penalty: 855.607666
	Iteration 25Q: 3 clusters Score -354961.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -355010.531250 Penalty: 855.607666
	Iteration 26Q: 3 clusters Score -355010.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -355052.781250 Penalty: 855.607666
	Iteration 27Q: 3 clusters Score -355052.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -355081.343750 Penalty: 855.607666
	Iteration 28Q: 3 clusters Score -355081.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -355098.625000 Penalty: 855.607666
	Iteration 29Q: 3 clusters Score -355098.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -355113.968750 Penalty: 855.607666
	Iteration 30Q: 3 clusters Score -355114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -355124.875000 Penalty: 855.607666
	Iteration 31Q: 3 clusters Score -355124.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -355132.125000 Penalty: 855.607666
	Iteration 32Q: 3 clusters Score -355132.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -355145.937500 Penalty: 855.607666
	Iteration 33Q: 3 clusters Score -355145.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -355155.781250 Penalty: 855.607666
	Iteration 34Q: 3 clusters Score -355155.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -355170.437500 Penalty: 855.607666
	Iteration 35Q: 3 clusters Score -355170.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -355184.250000 Penalty: 855.607666
	Iteration 36Q: 3 clusters Score -355184.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -355198.812500 Penalty: 855.607666
	Iteration 37Q: 3 clusters Score -355198.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -355233.437500 Penalty: 855.607666
	Iteration 38Q: 3 clusters Score -355233.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11497 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -355264.968750 Penalty: 855.607666
	Iteration 39Q: 3 clusters Score -355265 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -355289.656250 Penalty: 855.607666
	Iteration 40F: 3 clusters Score -355289.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -355304.437500 Penalty: 855.607666
	Iteration 41Q: 3 clusters Score -355304.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -355310.312500 Penalty: 855.607666
	Iteration 42Q: 3 clusters Score -355310.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -355318.218750 Penalty: 855.607666
	Iteration 43Q: 3 clusters Score -355318.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -355321.156250 Penalty: 855.607666
	Iteration 44Q: 3 clusters Score -355321.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -355323.062500 Penalty: 855.607666
	Iteration 45Q: 3 clusters Score -355323.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -355325.343750 Penalty: 855.607666
	Iteration 46Q: 3 clusters Score -355325.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -355327.812500 Penalty: 855.607666
	Iteration 47Q: 3 clusters Score -355327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -355331.093750 Penalty: 855.607666
	Iteration 48Q: 3 clusters Score -355331.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -355332.750000 Penalty: 855.607666
	Iteration 49Q: 3 clusters Score -355332.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -355333.875000 Penalty: 855.607666
	Iteration 50Q: 3 clusters Score -355333.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -355334.031250 Penalty: 855.607666
	Iteration 51Q: 3 clusters Score -355334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -355335.468750 Penalty: 855.607666
	Iteration 52Q: 3 clusters Score -355335.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -355336.500000 Penalty: 855.607666
	Iteration 53Q: 3 clusters Score -355336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -355336.500000 Penalty: 855.607666
	Iteration 54Q: 3 clusters Score -355336.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -355337.406250 Penalty: 855.607666
	Iteration 55Q: 3 clusters Score -355337.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11596 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -355338.187500 Penalty: 855.607666
	Iteration 56Q: 3 clusters Score -355338.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -355338.406250 Penalty: 855.607666
	Iteration 57Q: 3 clusters Score -355338.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -355339.093750 Penalty: 855.607666
	Iteration 58Q: 3 clusters Score -355339.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -355339.750000 Penalty: 855.607666
	Iteration 59Q: 3 clusters Score -355339.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -355341.312500 Penalty: 855.607666
	Iteration 60F: 3 clusters Score -355341.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -355341.375000 Penalty: 855.607666
	Iteration 61Q: 3 clusters Score -355341.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -355341.718750 Penalty: 855.607666
	Iteration 62Q: 3 clusters Score -355341.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -355341.718750 Penalty: 855.607666
	Iteration 63F: 3 clusters Score -355341.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (23354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23354 members 
Entering Unmasked Estep 
Score: -738534.375000 Penalty: 457.662811
	Iteration 0F: 2 clusters Score -738534.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -722911.312500 Penalty: 915.325623
	Iteration 0F: 3 clusters Score -722911.3 nChanged 11182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -729458.500000 Penalty: 915.325623
	Iteration 1F: 3 clusters Score -729458.5 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -729787.687500 Penalty: 915.325623
	Iteration 2Q: 3 clusters Score -729787.7 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -730119.875000 Penalty: 915.325623
	Iteration 3Q: 3 clusters Score -730119.9 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -730482.000000 Penalty: 915.325623
	Iteration 4Q: 3 clusters Score -730482 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -730934.375000 Penalty: 915.325623
	Iteration 5Q: 3 clusters Score -730934.4 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -731494.375000 Penalty: 915.325623
	Iteration 6F: 3 clusters Score -731494.4 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -732222.937500 Penalty: 915.325623
	Iteration 7F: 3 clusters Score -732222.9 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -733171.437500 Penalty: 915.325623
	Iteration 8F: 3 clusters Score -733171.4 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -734370.500000 Penalty: 915.325623
	Iteration 9F: 3 clusters Score -734370.5 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -735673.062500 Penalty: 915.325623
	Iteration 10F: 3 clusters Score -735673.1 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -736789.375000 Penalty: 915.325623
	Iteration 11F: 3 clusters Score -736789.4 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -737486.687500 Penalty: 915.325623
	Iteration 12Q: 3 clusters Score -737486.7 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -737852.437500 Penalty: 915.325623
	Iteration 13Q: 3 clusters Score -737852.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 23048 members 
Entering Unmasked Estep 
Score: -738011.125000 Penalty: 915.325623
	Iteration 14Q: 3 clusters Score -738011.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -738081.250000 Penalty: 915.325623
	Iteration 15Q: 3 clusters Score -738081.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -738106.937500 Penalty: 915.325623
	Iteration 16Q: 3 clusters Score -738106.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -738129.750000 Penalty: 915.325623
	Iteration 17Q: 3 clusters Score -738129.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -738145.875000 Penalty: 915.325623
	Iteration 18Q: 3 clusters Score -738145.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -738154.812500 Penalty: 915.325623
	Iteration 19Q: 3 clusters Score -738154.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -738167.937500 Penalty: 915.325623
	Iteration 20F: 3 clusters Score -738167.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -738186.062500 Penalty: 915.325623
	Iteration 21Q: 3 clusters Score -738186.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -738205.312500 Penalty: 915.325623
	Iteration 22Q: 3 clusters Score -738205.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -738213.500000 Penalty: 915.325623
	Iteration 23Q: 3 clusters Score -738213.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -738222.875000 Penalty: 915.325623
	Iteration 24Q: 3 clusters Score -738222.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -738237.125000 Penalty: 915.325623
	Iteration 25Q: 3 clusters Score -738237.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -738240.062500 Penalty: 915.325623
	Iteration 26Q: 3 clusters Score -738240.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -738240.875000 Penalty: 915.325623
	Iteration 27Q: 3 clusters Score -738240.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -738244.250000 Penalty: 915.325623
	Iteration 28Q: 3 clusters Score -738244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -738244.812500 Penalty: 915.325623
	Iteration 29Q: 3 clusters Score -738244.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -738246.312500 Penalty: 915.325623
	Iteration 30Q: 3 clusters Score -738246.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -738246.312500 Penalty: 915.325623
	Iteration 31F: 3 clusters Score -738246.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Entering Unmasked Estep 
Score: -258405.125000 Penalty: 407.613556
	Iteration 0F: 2 clusters Score -258405.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -253217.812500 Penalty: 815.227112
	Iteration 0F: 3 clusters Score -253217.8 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -255274.468750 Penalty: 815.227112
	Iteration 1F: 3 clusters Score -255274.5 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -255549.218750 Penalty: 815.227112
	Iteration 2F: 3 clusters Score -255549.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -255890.546875 Penalty: 815.227112
	Iteration 3F: 3 clusters Score -255890.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -256342.343750 Penalty: 815.227112
	Iteration 4F: 3 clusters Score -256342.3 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -256845.250000 Penalty: 815.227112
	Iteration 5F: 3 clusters Score -256845.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -257258.406250 Penalty: 815.227112
	Iteration 6F: 3 clusters Score -257258.4 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -257570.390625 Penalty: 815.227112
	Iteration 7Q: 3 clusters Score -257570.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -257741.859375 Penalty: 815.227112
	Iteration 8Q: 3 clusters Score -257741.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -257866.296875 Penalty: 815.227112
	Iteration 9Q: 3 clusters Score -257866.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -257960.500000 Penalty: 815.227112
	Iteration 10Q: 3 clusters Score -257960.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -258014.437500 Penalty: 815.227112
	Iteration 11Q: 3 clusters Score -258014.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -258044.171875 Penalty: 815.227112
	Iteration 12Q: 3 clusters Score -258044.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -258057.093750 Penalty: 815.227112
	Iteration 13Q: 3 clusters Score -258057.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -258066.000000 Penalty: 815.227112
	Iteration 14Q: 3 clusters Score -258066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -258070.515625 Penalty: 815.227112
	Iteration 15Q: 3 clusters Score -258070.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -258073.234375 Penalty: 815.227112
	Iteration 16Q: 3 clusters Score -258073.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -258074.218750 Penalty: 815.227112
	Iteration 17Q: 3 clusters Score -258074.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -258075.593750 Penalty: 815.227112
	Iteration 18Q: 3 clusters Score -258075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -258076.875000 Penalty: 815.227112
	Iteration 19Q: 3 clusters Score -258076.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -258078.765625 Penalty: 815.227112
	Iteration 20F: 3 clusters Score -258078.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -258079.765625 Penalty: 815.227112
	Iteration 21Q: 3 clusters Score -258079.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -258080.109375 Penalty: 815.227112
	Iteration 22Q: 3 clusters Score -258080.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -258080.109375 Penalty: 815.227112
	Iteration 23F: 3 clusters Score -258080.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Entering Unmasked Estep 
Score: -641507.125000 Penalty: 448.817566
	Iteration 0F: 2 clusters Score -641507.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -628647.187500 Penalty: 897.635132
	Iteration 0F: 3 clusters Score -628647.2 nChanged 9187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -634550.000000 Penalty: 897.635132
	Iteration 1F: 3 clusters Score -634550 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -635189.625000 Penalty: 897.635132
	Iteration 2F: 3 clusters Score -635189.6 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -636016.312500 Penalty: 897.635132
	Iteration 3F: 3 clusters Score -636016.3 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -637063.375000 Penalty: 897.635132
	Iteration 4F: 3 clusters Score -637063.4 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -638078.625000 Penalty: 897.635132
	Iteration 5F: 3 clusters Score -638078.6 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -638981.875000 Penalty: 897.635132
	Iteration 6F: 3 clusters Score -638981.9 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -639788.812500 Penalty: 897.635132
	Iteration 7Q: 3 clusters Score -639788.8 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -640385.812500 Penalty: 897.635132
	Iteration 8Q: 3 clusters Score -640385.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -640790.562500 Penalty: 897.635132
	Iteration 9Q: 3 clusters Score -640790.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -641013.687500 Penalty: 897.635132
	Iteration 10Q: 3 clusters Score -641013.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -641116.187500 Penalty: 897.635132
	Iteration 11Q: 3 clusters Score -641116.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -641174.500000 Penalty: 897.635132
	Iteration 12Q: 3 clusters Score -641174.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -641203.187500 Penalty: 897.635132
	Iteration 13Q: 3 clusters Score -641203.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -641217.000000 Penalty: 897.635132
	Iteration 14Q: 3 clusters Score -641217 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -641227.750000 Penalty: 897.635132
	Iteration 15Q: 3 clusters Score -641227.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -641241.875000 Penalty: 897.635132
	Iteration 16Q: 3 clusters Score -641241.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -641258.250000 Penalty: 897.635132
	Iteration 17Q: 3 clusters Score -641258.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -641267.812500 Penalty: 897.635132
	Iteration 18Q: 3 clusters Score -641267.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -641273.500000 Penalty: 897.635132
	Iteration 19Q: 3 clusters Score -641273.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -641278.000000 Penalty: 897.635132
	Iteration 20F: 3 clusters Score -641278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -641282.812500 Penalty: 897.635132
	Iteration 21Q: 3 clusters Score -641282.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -641285.250000 Penalty: 897.635132
	Iteration 22Q: 3 clusters Score -641285.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -641285.187500 Penalty: 897.635132
	Iteration 23Q: 3 clusters Score -641285.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -641286.125000 Penalty: 897.635132
	Iteration 24Q: 3 clusters Score -641286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -641285.750000 Penalty: 897.635132
	Iteration 25Q: 3 clusters Score -641285.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -641285.750000 Penalty: 897.635132
	Iteration 26F: 3 clusters Score -641285.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Entering Unmasked Estep 
Score: -494058.281250 Penalty: 437.275818
	Iteration 0F: 2 clusters Score -494058.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -484115.812500 Penalty: 874.551636
	Iteration 0F: 3 clusters Score -484115.8 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -488053.843750 Penalty: 874.551636
	Iteration 1F: 3 clusters Score -488053.8 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -488469.781250 Penalty: 874.551636
	Iteration 2F: 3 clusters Score -488469.8 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -489155.250000 Penalty: 874.551636
	Iteration 3F: 3 clusters Score -489155.2 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -490199.718750 Penalty: 874.551636
	Iteration 4F: 3 clusters Score -490199.7 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -491419.937500 Penalty: 874.551636
	Iteration 5F: 3 clusters Score -491419.9 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -492541.250000 Penalty: 874.551636
	Iteration 6F: 3 clusters Score -492541.2 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -493199.625000 Penalty: 874.551636
	Iteration 7Q: 3 clusters Score -493199.6 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -493498.906250 Penalty: 874.551636
	Iteration 8Q: 3 clusters Score -493498.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -493603.000000 Penalty: 874.551636
	Iteration 9Q: 3 clusters Score -493603 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -493640.843750 Penalty: 874.551636
	Iteration 10Q: 3 clusters Score -493640.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -493664.406250 Penalty: 874.551636
	Iteration 11Q: 3 clusters Score -493664.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -493678.500000 Penalty: 874.551636
	Iteration 12Q: 3 clusters Score -493678.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -493689.968750 Penalty: 874.551636
	Iteration 13Q: 3 clusters Score -493690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -493690.968750 Penalty: 874.551636
	Iteration 14Q: 3 clusters Score -493691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -493690.968750 Penalty: 874.551636
	Iteration 15F: 3 clusters Score -493691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 2090 members 
Mstep: Class 3 contains 27401 members 
Mstep: Class 4 contains 4705 members 
Mstep: Class 5 contains 1742 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 7 contains 120168 members 
Mstep: Class 8 contains 1697 members 
Mstep: Class 10 contains 154260 members 
Mstep: Class 11 contains 52003 members 
Mstep: Class 12 contains 5966 members 
Mstep: Class 13 contains 21873 members 
Mstep: Class 14 contains 2726 members 
Mstep: Class 15 contains 2082 members 
Mstep: Class 16 contains 12116 members 
Mstep: Class 17 contains 23354 members 
Mstep: Class 18 contains 7774 members 
Mstep: Class 19 contains 19228 members 
Mstep: Class 20 contains 14920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15722785.000000 Penalty: 11982.464844
Iteration 79Q: 21 clusters Score -1.572278e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 2233 members 
Mstep: Class 3 contains 27305 members 
Mstep: Class 4 contains 4722 members 
Mstep: Class 5 contains 1746 members 
Mstep: Class 6 contains 2175 members 
Mstep: Class 7 contains 120175 members 
Mstep: Class 8 contains 1708 members 
Mstep: Class 9 contains 12996 members 
Mstep: Class 10 contains 154329 members 
Mstep: Class 11 contains 52257 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 21864 members 
Mstep: Class 14 contains 2811 members 
Mstep: Class 15 contains 2070 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 23265 members 
Mstep: Class 18 contains 7766 members 
Mstep: Class 19 contains 19241 members 
Mstep: Class 20 contains 14955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723246.000000 Penalty: 11982.464844
Iteration 80F: 21 clusters Score -1.572325e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 2339 members 
Mstep: Class 3 contains 27196 members 
Mstep: Class 4 contains 4741 members 
Mstep: Class 5 contains 1746 members 
Mstep: Class 6 contains 2207 members 
Mstep: Class 7 contains 120178 members 
Mstep: Class 8 contains 1728 members 
Mstep: Class 9 contains 12745 members 
Mstep: Class 10 contains 154376 members 
Mstep: Class 11 contains 52502 members 
Mstep: Class 12 contains 5997 members 
Mstep: Class 13 contains 21843 members 
Mstep: Class 14 contains 2901 members 
Mstep: Class 15 contains 2057 members 
Mstep: Class 16 contains 11795 members 
Mstep: Class 17 contains 23187 members 
Mstep: Class 18 contains 7762 members 
Mstep: Class 19 contains 19253 members 
Mstep: Class 20 contains 14973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723481.000000 Penalty: 11982.464844
Iteration 81Q: 21 clusters Score -1.572348e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 2389 members 
Mstep: Class 3 contains 27090 members 
Mstep: Class 4 contains 4747 members 
Mstep: Class 5 contains 1749 members 
Mstep: Class 6 contains 2262 members 
Mstep: Class 7 contains 120164 members 
Mstep: Class 8 contains 1745 members 
Mstep: Class 9 contains 12527 members 
Mstep: Class 10 contains 154393 members 
Mstep: Class 11 contains 52770 members 
Mstep: Class 12 contains 6013 members 
Mstep: Class 13 contains 21834 members 
Mstep: Class 14 contains 2988 members 
Mstep: Class 15 contains 2040 members 
Mstep: Class 16 contains 11648 members 
Mstep: Class 17 contains 23114 members 
Mstep: Class 18 contains 7753 members 
Mstep: Class 19 contains 19278 members 
Mstep: Class 20 contains 14988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723672.000000 Penalty: 11982.464844
Iteration 82Q: 21 clusters Score -1.572367e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33578 members 
Mstep: Class 2 contains 2432 members 
Mstep: Class 3 contains 26986 members 
Mstep: Class 4 contains 4754 members 
Mstep: Class 5 contains 1755 members 
Mstep: Class 6 contains 2297 members 
Mstep: Class 7 contains 120166 members 
Mstep: Class 8 contains 1758 members 
Mstep: Class 9 contains 12344 members 
Mstep: Class 10 contains 154390 members 
Mstep: Class 11 contains 53033 members 
Mstep: Class 12 contains 6022 members 
Mstep: Class 13 contains 21839 members 
Mstep: Class 14 contains 3074 members 
Mstep: Class 15 contains 2028 members 
Mstep: Class 16 contains 11498 members 
Mstep: Class 17 contains 23041 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 19296 members 
Mstep: Class 20 contains 15009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723855.000000 Penalty: 11982.464844
Iteration 83Q: 21 clusters Score -1.572386e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 2484 members 
Mstep: Class 3 contains 26890 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 1761 members 
Mstep: Class 6 contains 2325 members 
Mstep: Class 7 contains 120155 members 
Mstep: Class 8 contains 1780 members 
Mstep: Class 9 contains 12176 members 
Mstep: Class 10 contains 154381 members 
Mstep: Class 11 contains 53291 members 
Mstep: Class 12 contains 6032 members 
Mstep: Class 13 contains 21844 members 
Mstep: Class 14 contains 3159 members 
Mstep: Class 15 contains 2013 members 
Mstep: Class 16 contains 11345 members 
Mstep: Class 17 contains 22969 members 
Mstep: Class 18 contains 7747 members 
Mstep: Class 19 contains 19311 members 
Mstep: Class 20 contains 15023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723936.000000 Penalty: 11982.464844
Iteration 84Q: 21 clusters Score -1.572394e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 2527 members 
Mstep: Class 3 contains 26795 members 
Mstep: Class 4 contains 4776 members 
Mstep: Class 5 contains 1762 members 
Mstep: Class 6 contains 2349 members 
Mstep: Class 7 contains 120135 members 
Mstep: Class 8 contains 1801 members 
Mstep: Class 9 contains 12027 members 
Mstep: Class 10 contains 154376 members 
Mstep: Class 11 contains 53552 members 
Mstep: Class 12 contains 6050 members 
Mstep: Class 13 contains 21850 members 
Mstep: Class 14 contains 3249 members 
Mstep: Class 15 contains 2004 members 
Mstep: Class 16 contains 11197 members 
Mstep: Class 17 contains 22888 members 
Mstep: Class 18 contains 7750 members 
Mstep: Class 19 contains 19330 members 
Mstep: Class 20 contains 15024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724041.000000 Penalty: 11982.464844
Iteration 85Q: 21 clusters Score -1.572404e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 2558 members 
Mstep: Class 3 contains 26699 members 
Mstep: Class 4 contains 4779 members 
Mstep: Class 5 contains 1761 members 
Mstep: Class 6 contains 2373 members 
Mstep: Class 7 contains 120114 members 
Mstep: Class 8 contains 1826 members 
Mstep: Class 9 contains 11913 members 
Mstep: Class 10 contains 154356 members 
Mstep: Class 11 contains 53815 members 
Mstep: Class 12 contains 6050 members 
Mstep: Class 13 contains 21862 members 
Mstep: Class 14 contains 3346 members 
Mstep: Class 15 contains 1999 members 
Mstep: Class 16 contains 11033 members 
Mstep: Class 17 contains 22833 members 
Mstep: Class 18 contains 7750 members 
Mstep: Class 19 contains 19346 members 
Mstep: Class 20 contains 15026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724167.000000 Penalty: 11982.464844
Iteration 86Q: 21 clusters Score -1.572417e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 26604 members 
Mstep: Class 4 contains 4778 members 
Mstep: Class 5 contains 1763 members 
Mstep: Class 6 contains 2405 members 
Mstep: Class 7 contains 120100 members 
Mstep: Class 8 contains 1853 members 
Mstep: Class 9 contains 11811 members 
Mstep: Class 10 contains 154333 members 
Mstep: Class 11 contains 54039 members 
Mstep: Class 12 contains 6049 members 
Mstep: Class 13 contains 21881 members 
Mstep: Class 14 contains 3433 members 
Mstep: Class 15 contains 1997 members 
Mstep: Class 16 contains 10879 members 
Mstep: Class 17 contains 22783 members 
Mstep: Class 18 contains 7757 members 
Mstep: Class 19 contains 19362 members 
Mstep: Class 20 contains 15019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724230.000000 Penalty: 11982.464844
Iteration 87Q: 21 clusters Score -1.572423e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 2630 members 
Mstep: Class 3 contains 26534 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 1768 members 
Mstep: Class 6 contains 2437 members 
Mstep: Class 7 contains 120093 members 
Mstep: Class 8 contains 1875 members 
Mstep: Class 9 contains 11693 members 
Mstep: Class 10 contains 154301 members 
Mstep: Class 11 contains 54251 members 
Mstep: Class 12 contains 6053 members 
Mstep: Class 13 contains 21933 members 
Mstep: Class 14 contains 3512 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 16 contains 10741 members 
Mstep: Class 17 contains 22718 members 
Mstep: Class 18 contains 7757 members 
Mstep: Class 19 contains 19385 members 
Mstep: Class 20 contains 15005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724291.000000 Penalty: 11982.464844
Iteration 88Q: 21 clusters Score -1.572429e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33573 members 
Mstep: Class 2 contains 2673 members 
Mstep: Class 3 contains 26466 members 
Mstep: Class 4 contains 4790 members 
Mstep: Class 5 contains 1773 members 
Mstep: Class 6 contains 2462 members 
Mstep: Class 7 contains 120079 members 
Mstep: Class 8 contains 1888 members 
Mstep: Class 9 contains 11590 members 
Mstep: Class 10 contains 154252 members 
Mstep: Class 11 contains 54472 members 
Mstep: Class 12 contains 6060 members 
Mstep: Class 13 contains 21987 members 
Mstep: Class 14 contains 3569 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 16 contains 10610 members 
Mstep: Class 17 contains 22647 members 
Mstep: Class 18 contains 7756 members 
Mstep: Class 19 contains 19405 members 
Mstep: Class 20 contains 15008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724404.000000 Penalty: 11982.464844
Iteration 89Q: 21 clusters Score -1.57244e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 2705 members 
Mstep: Class 3 contains 26369 members 
Mstep: Class 4 contains 4794 members 
Mstep: Class 5 contains 1775 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 120072 members 
Mstep: Class 8 contains 1907 members 
Mstep: Class 9 contains 11505 members 
Mstep: Class 10 contains 154210 members 
Mstep: Class 11 contains 54654 members 
Mstep: Class 12 contains 6061 members 
Mstep: Class 13 contains 22037 members 
Mstep: Class 14 contains 3631 members 
Mstep: Class 15 contains 1987 members 
Mstep: Class 16 contains 10511 members 
Mstep: Class 17 contains 22594 members 
Mstep: Class 18 contains 7754 members 
Mstep: Class 19 contains 19418 members 
Mstep: Class 20 contains 15003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724466.000000 Penalty: 11982.464844
Iteration 90Q: 21 clusters Score -1.572447e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33498 members 
Mstep: Class 2 contains 2743 members 
Mstep: Class 3 contains 26302 members 
Mstep: Class 4 contains 4796 members 
Mstep: Class 5 contains 1782 members 
Mstep: Class 6 contains 2549 members 
Mstep: Class 7 contains 120074 members 
Mstep: Class 8 contains 1914 members 
Mstep: Class 9 contains 11430 members 
Mstep: Class 10 contains 154169 members 
Mstep: Class 11 contains 54819 members 
Mstep: Class 12 contains 6057 members 
Mstep: Class 13 contains 22076 members 
Mstep: Class 14 contains 3692 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 16 contains 10415 members 
Mstep: Class 17 contains 22569 members 
Mstep: Class 18 contains 7744 members 
Mstep: Class 19 contains 19437 members 
Mstep: Class 20 contains 14994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724556.000000 Penalty: 11982.464844
Iteration 91Q: 21 clusters Score -1.572456e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33434 members 
Mstep: Class 2 contains 2777 members 
Mstep: Class 3 contains 26237 members 
Mstep: Class 4 contains 4792 members 
Mstep: Class 5 contains 1790 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 120108 members 
Mstep: Class 8 contains 1921 members 
Mstep: Class 9 contains 11341 members 
Mstep: Class 10 contains 154136 members 
Mstep: Class 11 contains 54968 members 
Mstep: Class 12 contains 6048 members 
Mstep: Class 13 contains 22122 members 
Mstep: Class 14 contains 3754 members 
Mstep: Class 15 contains 1995 members 
Mstep: Class 16 contains 10336 members 
Mstep: Class 17 contains 22548 members 
Mstep: Class 18 contains 7726 members 
Mstep: Class 19 contains 19449 members 
Mstep: Class 20 contains 14986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724711.000000 Penalty: 11982.464844
Iteration 92Q: 21 clusters Score -1.572471e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 2808 members 
Mstep: Class 3 contains 26172 members 
Mstep: Class 4 contains 4793 members 
Mstep: Class 5 contains 1792 members 
Mstep: Class 6 contains 2603 members 
Mstep: Class 7 contains 120139 members 
Mstep: Class 8 contains 1928 members 
Mstep: Class 9 contains 11272 members 
Mstep: Class 10 contains 154106 members 
Mstep: Class 11 contains 55090 members 
Mstep: Class 12 contains 6045 members 
Mstep: Class 13 contains 22164 members 
Mstep: Class 14 contains 3815 members 
Mstep: Class 15 contains 1998 members 
Mstep: Class 16 contains 10270 members 
Mstep: Class 17 contains 22526 members 
Mstep: Class 18 contains 7713 members 
Mstep: Class 19 contains 19460 members 
Mstep: Class 20 contains 14980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724820.000000 Penalty: 11982.464844
Iteration 93Q: 21 clusters Score -1.572482e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33355 members 
Mstep: Class 2 contains 2832 members 
Mstep: Class 3 contains 26116 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 1792 members 
Mstep: Class 6 contains 2622 members 
Mstep: Class 7 contains 120162 members 
Mstep: Class 8 contains 1931 members 
Mstep: Class 9 contains 11224 members 
Mstep: Class 10 contains 154085 members 
Mstep: Class 11 contains 55183 members 
Mstep: Class 12 contains 6053 members 
Mstep: Class 13 contains 22187 members 
Mstep: Class 14 contains 3857 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 10231 members 
Mstep: Class 17 contains 22504 members 
Mstep: Class 18 contains 7691 members 
Mstep: Class 19 contains 19470 members 
Mstep: Class 20 contains 14975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724784.000000 Penalty: 11982.464844
Iteration 94Q: 21 clusters Score -1.572478e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33324 members 
Mstep: Class 2 contains 2852 members 
Mstep: Class 3 contains 26054 members 
Mstep: Class 4 contains 4790 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 2639 members 
Mstep: Class 7 contains 120170 members 
Mstep: Class 8 contains 1943 members 
Mstep: Class 9 contains 11161 members 
Mstep: Class 10 contains 154062 members 
Mstep: Class 11 contains 55279 members 
Mstep: Class 12 contains 6055 members 
Mstep: Class 13 contains 22229 members 
Mstep: Class 14 contains 3897 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 10197 members 
Mstep: Class 17 contains 22477 members 
Mstep: Class 18 contains 7681 members 
Mstep: Class 19 contains 19480 members 
Mstep: Class 20 contains 14964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724777.000000 Penalty: 11982.464844
Iteration 95Q: 21 clusters Score -1.572478e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33287 members 
Mstep: Class 2 contains 2872 members 
Mstep: Class 3 contains 25993 members 
Mstep: Class 4 contains 4790 members 
Mstep: Class 5 contains 1811 members 
Mstep: Class 6 contains 2644 members 
Mstep: Class 7 contains 120169 members 
Mstep: Class 8 contains 1952 members 
Mstep: Class 9 contains 11106 members 
Mstep: Class 10 contains 154042 members 
Mstep: Class 11 contains 55374 members 
Mstep: Class 12 contains 6054 members 
Mstep: Class 13 contains 22265 members 
Mstep: Class 14 contains 3941 members 
Mstep: Class 15 contains 1995 members 
Mstep: Class 16 contains 10180 members 
Mstep: Class 17 contains 22462 members 
Mstep: Class 18 contains 7666 members 
Mstep: Class 19 contains 19487 members 
Mstep: Class 20 contains 14959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724834.000000 Penalty: 11982.464844
Iteration 96Q: 21 clusters Score -1.572483e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 2887 members 
Mstep: Class 3 contains 25938 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 2650 members 
Mstep: Class 7 contains 120159 members 
Mstep: Class 8 contains 1967 members 
Mstep: Class 9 contains 11068 members 
Mstep: Class 10 contains 154027 members 
Mstep: Class 11 contains 55463 members 
Mstep: Class 12 contains 6053 members 
Mstep: Class 13 contains 22320 members 
Mstep: Class 14 contains 3992 members 
Mstep: Class 15 contains 1996 members 
Mstep: Class 16 contains 10134 members 
Mstep: Class 17 contains 22432 members 
Mstep: Class 18 contains 7655 members 
Mstep: Class 19 contains 19502 members 
Mstep: Class 20 contains 14952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724928.000000 Penalty: 11982.464844
Iteration 97Q: 21 clusters Score -1.572493e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33204 members 
Mstep: Class 2 contains 2891 members 
Mstep: Class 3 contains 25868 members 
Mstep: Class 4 contains 4792 members 
Mstep: Class 5 contains 1830 members 
Mstep: Class 6 contains 2661 members 
Mstep: Class 7 contains 120130 members 
Mstep: Class 8 contains 1985 members 
Mstep: Class 9 contains 11027 members 
Mstep: Class 10 contains 154014 members 
Mstep: Class 11 contains 55591 members 
Mstep: Class 12 contains 6053 members 
Mstep: Class 13 contains 22364 members 
Mstep: Class 14 contains 4031 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 10085 members 
Mstep: Class 17 contains 22410 members 
Mstep: Class 18 contains 7659 members 
Mstep: Class 19 contains 19513 members 
Mstep: Class 20 contains 14947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724985.000000 Penalty: 11982.464844
Iteration 98Q: 21 clusters Score -1.572498e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 2897 members 
Mstep: Class 3 contains 25802 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 1838 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 120124 members 
Mstep: Class 8 contains 2004 members 
Mstep: Class 9 contains 10990 members 
Mstep: Class 10 contains 153992 members 
Mstep: Class 11 contains 55700 members 
Mstep: Class 12 contains 6049 members 
Mstep: Class 13 contains 22422 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 15 contains 1992 members 
Mstep: Class 16 contains 10042 members 
Mstep: Class 17 contains 22383 members 
Mstep: Class 18 contains 7651 members 
Mstep: Class 19 contains 19522 members 
Mstep: Class 20 contains 14942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725018.000000 Penalty: 11982.464844
Iteration 99Q: 21 clusters Score -1.572502e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 2898 members 
Mstep: Class 3 contains 25756 members 
Mstep: Class 4 contains 4791 members 
Mstep: Class 5 contains 1835 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 120127 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10953 members 
Mstep: Class 10 contains 153973 members 
Mstep: Class 11 contains 55817 members 
Mstep: Class 12 contains 6051 members 
Mstep: Class 13 contains 22499 members 
Mstep: Class 14 contains 4093 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 9998 members 
Mstep: Class 17 contains 22348 members 
Mstep: Class 18 contains 7648 members 
Mstep: Class 19 contains 19539 members 
Mstep: Class 20 contains 14933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725113.000000 Penalty: 11982.464844
Iteration 100F: 21 clusters Score -1.572511e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 2903 members 
Mstep: Class 3 contains 25713 members 
Mstep: Class 4 contains 4789 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 2691 members 
Mstep: Class 7 contains 120124 members 
Mstep: Class 8 contains 2006 members 
Mstep: Class 9 contains 10927 members 
Mstep: Class 10 contains 153958 members 
Mstep: Class 11 contains 55931 members 
Mstep: Class 12 contains 6046 members 
Mstep: Class 13 contains 22545 members 
Mstep: Class 14 contains 4118 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 16 contains 9949 members 
Mstep: Class 17 contains 22335 members 
Mstep: Class 18 contains 7647 members 
Mstep: Class 19 contains 19561 members 
Mstep: Class 20 contains 14923 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725169.000000 Penalty: 11982.464844
Iteration 101Q: 21 clusters Score -1.572517e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 2909 members 
Mstep: Class 3 contains 25660 members 
Mstep: Class 4 contains 4780 members 
Mstep: Class 5 contains 1832 members 
Mstep: Class 6 contains 2694 members 
Mstep: Class 7 contains 120108 members 
Mstep: Class 8 contains 2013 members 
Mstep: Class 9 contains 10894 members 
Mstep: Class 10 contains 153950 members 
Mstep: Class 11 contains 56061 members 
Mstep: Class 12 contains 6047 members 
Mstep: Class 13 contains 22601 members 
Mstep: Class 14 contains 4144 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 16 contains 9903 members 
Mstep: Class 17 contains 22300 members 
Mstep: Class 18 contains 7647 members 
Mstep: Class 19 contains 19585 members 
Mstep: Class 20 contains 14920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725246.000000 Penalty: 11982.464844
Iteration 102Q: 21 clusters Score -1.572525e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 2917 members 
Mstep: Class 3 contains 25606 members 
Mstep: Class 4 contains 4776 members 
Mstep: Class 5 contains 1831 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 120102 members 
Mstep: Class 8 contains 2021 members 
Mstep: Class 9 contains 10864 members 
Mstep: Class 10 contains 153932 members 
Mstep: Class 11 contains 56186 members 
Mstep: Class 12 contains 6043 members 
Mstep: Class 13 contains 22673 members 
Mstep: Class 14 contains 4168 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 9860 members 
Mstep: Class 17 contains 22255 members 
Mstep: Class 18 contains 7637 members 
Mstep: Class 19 contains 19615 members 
Mstep: Class 20 contains 14921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725268.000000 Penalty: 11982.464844
Iteration 103Q: 21 clusters Score -1.572527e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 32864 members 
Mstep: Class 2 contains 2929 members 
Mstep: Class 3 contains 25536 members 
Mstep: Class 4 contains 4777 members 
Mstep: Class 5 contains 1827 members 
Mstep: Class 6 contains 2717 members 
Mstep: Class 7 contains 120097 members 
Mstep: Class 8 contains 2026 members 
Mstep: Class 9 contains 10842 members 
Mstep: Class 10 contains 153917 members 
Mstep: Class 11 contains 56287 members 
Mstep: Class 12 contains 6041 members 
Mstep: Class 13 contains 22757 members 
Mstep: Class 14 contains 4204 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 9819 members 
Mstep: Class 17 contains 22222 members 
Mstep: Class 18 contains 7631 members 
Mstep: Class 19 contains 19641 members 
Mstep: Class 20 contains 14926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725246.000000 Penalty: 11982.464844
Iteration 104Q: 21 clusters Score -1.572525e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 2931 members 
Mstep: Class 3 contains 25472 members 
Mstep: Class 4 contains 4779 members 
Mstep: Class 5 contains 1823 members 
Mstep: Class 6 contains 2728 members 
Mstep: Class 7 contains 120094 members 
Mstep: Class 8 contains 2034 members 
Mstep: Class 9 contains 10825 members 
Mstep: Class 10 contains 153901 members 
Mstep: Class 11 contains 56405 members 
Mstep: Class 12 contains 6037 members 
Mstep: Class 13 contains 22855 members 
Mstep: Class 14 contains 4228 members 
Mstep: Class 15 contains 1990 members 
Mstep: Class 16 contains 9781 members 
Mstep: Class 17 contains 22194 members 
Mstep: Class 18 contains 7626 members 
Mstep: Class 19 contains 19662 members 
Mstep: Class 20 contains 14929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725280.000000 Penalty: 11982.464844
Iteration 105Q: 21 clusters Score -1.572528e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 2934 members 
Mstep: Class 3 contains 25405 members 
Mstep: Class 4 contains 4781 members 
Mstep: Class 5 contains 1818 members 
Mstep: Class 6 contains 2735 members 
Mstep: Class 7 contains 120077 members 
Mstep: Class 8 contains 2037 members 
Mstep: Class 9 contains 10811 members 
Mstep: Class 10 contains 153894 members 
Mstep: Class 11 contains 56515 members 
Mstep: Class 12 contains 6029 members 
Mstep: Class 13 contains 22959 members 
Mstep: Class 14 contains 4254 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 16 contains 9744 members 
Mstep: Class 17 contains 22163 members 
Mstep: Class 18 contains 7622 members 
Mstep: Class 19 contains 19687 members 
Mstep: Class 20 contains 14931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725310.000000 Penalty: 11982.464844
Iteration 106Q: 21 clusters Score -1.572531e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 32551 members 
Mstep: Class 2 contains 2942 members 
Mstep: Class 3 contains 25350 members 
Mstep: Class 4 contains 4782 members 
Mstep: Class 5 contains 1812 members 
Mstep: Class 6 contains 2741 members 
Mstep: Class 7 contains 120065 members 
Mstep: Class 8 contains 2043 members 
Mstep: Class 9 contains 10794 members 
Mstep: Class 10 contains 153875 members 
Mstep: Class 11 contains 56636 members 
Mstep: Class 12 contains 6022 members 
Mstep: Class 13 contains 23088 members 
Mstep: Class 14 contains 4270 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 9697 members 
Mstep: Class 17 contains 22139 members 
Mstep: Class 18 contains 7609 members 
Mstep: Class 19 contains 19703 members 
Mstep: Class 20 contains 14937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725347.000000 Penalty: 11982.464844
Iteration 107Q: 21 clusters Score -1.572535e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 2946 members 
Mstep: Class 3 contains 25289 members 
Mstep: Class 4 contains 4789 members 
Mstep: Class 5 contains 1809 members 
Mstep: Class 6 contains 2749 members 
Mstep: Class 7 contains 120061 members 
Mstep: Class 8 contains 2043 members 
Mstep: Class 9 contains 10770 members 
Mstep: Class 10 contains 153865 members 
Mstep: Class 11 contains 56754 members 
Mstep: Class 12 contains 6015 members 
Mstep: Class 13 contains 23219 members 
Mstep: Class 14 contains 4285 members 
Mstep: Class 15 contains 1993 members 
Mstep: Class 16 contains 9658 members 
Mstep: Class 17 contains 22121 members 
Mstep: Class 18 contains 7593 members 
Mstep: Class 19 contains 19720 members 
Mstep: Class 20 contains 14945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725418.000000 Penalty: 11982.464844
Iteration 108Q: 21 clusters Score -1.572542e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 2949 members 
Mstep: Class 3 contains 25210 members 
Mstep: Class 4 contains 4801 members 
Mstep: Class 5 contains 1805 members 
Mstep: Class 6 contains 2752 members 
Mstep: Class 7 contains 120057 members 
Mstep: Class 8 contains 2046 members 
Mstep: Class 9 contains 10758 members 
Mstep: Class 10 contains 153851 members 
Mstep: Class 11 contains 56873 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 23335 members 
Mstep: Class 14 contains 4298 members 
Mstep: Class 15 contains 1994 members 
Mstep: Class 16 contains 9629 members 
Mstep: Class 17 contains 22095 members 
Mstep: Class 18 contains 7578 members 
Mstep: Class 19 contains 19744 members 
Mstep: Class 20 contains 14951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725447.000000 Penalty: 11982.464844
Iteration 109Q: 21 clusters Score -1.572545e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 32225 members 
Mstep: Class 2 contains 2953 members 
Mstep: Class 3 contains 25142 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 2760 members 
Mstep: Class 7 contains 120056 members 
Mstep: Class 8 contains 2052 members 
Mstep: Class 9 contains 10744 members 
Mstep: Class 10 contains 153841 members 
Mstep: Class 11 contains 56985 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 23428 members 
Mstep: Class 14 contains 4311 members 
Mstep: Class 15 contains 1991 members 
Mstep: Class 16 contains 9596 members 
Mstep: Class 17 contains 22069 members 
Mstep: Class 18 contains 7577 members 
Mstep: Class 19 contains 19755 members 
Mstep: Class 20 contains 14962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725441.000000 Penalty: 11982.464844
Iteration 110Q: 21 clusters Score -1.572544e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 32134 members 
Mstep: Class 2 contains 2959 members 
Mstep: Class 3 contains 25083 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 1804 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 120059 members 
Mstep: Class 8 contains 2063 members 
Mstep: Class 9 contains 10727 members 
Mstep: Class 10 contains 153826 members 
Mstep: Class 11 contains 57090 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 23502 members 
Mstep: Class 14 contains 4326 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 9564 members 
Mstep: Class 17 contains 22041 members 
Mstep: Class 18 contains 7573 members 
Mstep: Class 19 contains 19772 members 
Mstep: Class 20 contains 14978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725441.000000 Penalty: 11982.464844
Iteration 111Q: 21 clusters Score -1.572544e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 2967 members 
Mstep: Class 3 contains 25027 members 
Mstep: Class 4 contains 4823 members 
Mstep: Class 5 contains 1807 members 
Mstep: Class 6 contains 2772 members 
Mstep: Class 7 contains 120074 members 
Mstep: Class 8 contains 2078 members 
Mstep: Class 9 contains 10709 members 
Mstep: Class 10 contains 153809 members 
Mstep: Class 11 contains 57189 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 23579 members 
Mstep: Class 14 contains 4335 members 
Mstep: Class 15 contains 1988 members 
Mstep: Class 16 contains 9523 members 
Mstep: Class 17 contains 22003 members 
Mstep: Class 18 contains 7563 members 
Mstep: Class 19 contains 19784 members 
Mstep: Class 20 contains 14994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725424.000000 Penalty: 11982.464844
Iteration 112Q: 21 clusters Score -1.572542e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 31954 members 
Mstep: Class 2 contains 2981 members 
Mstep: Class 3 contains 24966 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 1805 members 
Mstep: Class 6 contains 2775 members 
Mstep: Class 7 contains 120098 members 
Mstep: Class 8 contains 2095 members 
Mstep: Class 9 contains 10691 members 
Mstep: Class 10 contains 153788 members 
Mstep: Class 11 contains 57278 members 
Mstep: Class 12 contains 5970 members 
Mstep: Class 13 contains 23666 members 
Mstep: Class 14 contains 4343 members 
Mstep: Class 15 contains 1989 members 
Mstep: Class 16 contains 9493 members 
Mstep: Class 17 contains 21975 members 
Mstep: Class 18 contains 7557 members 
Mstep: Class 19 contains 19797 members 
Mstep: Class 20 contains 15008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725407.000000 Penalty: 11982.464844
Iteration 113Q: 21 clusters Score -1.572541e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 2998 members 
Mstep: Class 3 contains 24898 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 1809 members 
Mstep: Class 6 contains 2778 members 
Mstep: Class 7 contains 120109 members 
Mstep: Class 8 contains 2109 members 
Mstep: Class 9 contains 10663 members 
Mstep: Class 10 contains 153775 members 
Mstep: Class 11 contains 57390 members 
Mstep: Class 12 contains 5963 members 
Mstep: Class 13 contains 23744 members 
Mstep: Class 14 contains 4351 members 
Mstep: Class 15 contains 1987 members 
Mstep: Class 16 contains 9449 members 
Mstep: Class 17 contains 21958 members 
Mstep: Class 18 contains 7556 members 
Mstep: Class 19 contains 19810 members 
Mstep: Class 20 contains 15023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725440.000000 Penalty: 11982.464844
Iteration 114Q: 21 clusters Score -1.572544e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 3015 members 
Mstep: Class 3 contains 24834 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 1817 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 120129 members 
Mstep: Class 8 contains 2122 members 
Mstep: Class 9 contains 10638 members 
Mstep: Class 10 contains 153744 members 
Mstep: Class 11 contains 57503 members 
Mstep: Class 12 contains 5958 members 
Mstep: Class 13 contains 23831 members 
Mstep: Class 14 contains 4358 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 9405 members 
Mstep: Class 17 contains 21938 members 
Mstep: Class 18 contains 7554 members 
Mstep: Class 19 contains 19819 members 
Mstep: Class 20 contains 15034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725436.000000 Penalty: 11982.464844
Iteration 115Q: 21 clusters Score -1.572544e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 3027 members 
Mstep: Class 3 contains 24766 members 
Mstep: Class 4 contains 4827 members 
Mstep: Class 5 contains 1815 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 120139 members 
Mstep: Class 8 contains 2139 members 
Mstep: Class 9 contains 10616 members 
Mstep: Class 10 contains 153723 members 
Mstep: Class 11 contains 57591 members 
Mstep: Class 12 contains 5958 members 
Mstep: Class 13 contains 23930 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 16 contains 9366 members 
Mstep: Class 17 contains 21927 members 
Mstep: Class 18 contains 7552 members 
Mstep: Class 19 contains 19823 members 
Mstep: Class 20 contains 15049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725449.000000 Penalty: 11982.464844
Iteration 116Q: 21 clusters Score -1.572545e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 3039 members 
Mstep: Class 3 contains 24690 members 
Mstep: Class 4 contains 4829 members 
Mstep: Class 5 contains 1810 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 120150 members 
Mstep: Class 8 contains 2161 members 
Mstep: Class 9 contains 10596 members 
Mstep: Class 10 contains 153699 members 
Mstep: Class 11 contains 57678 members 
Mstep: Class 12 contains 5951 members 
Mstep: Class 13 contains 24020 members 
Mstep: Class 14 contains 4375 members 
Mstep: Class 15 contains 1965 members 
Mstep: Class 16 contains 9331 members 
Mstep: Class 17 contains 21924 members 
Mstep: Class 18 contains 7552 members 
Mstep: Class 19 contains 19827 members 
Mstep: Class 20 contains 15064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725480.000000 Penalty: 11982.464844
Iteration 117Q: 21 clusters Score -1.572548e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 31530 members 
Mstep: Class 2 contains 3052 members 
Mstep: Class 3 contains 24617 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 1806 members 
Mstep: Class 6 contains 2786 members 
Mstep: Class 7 contains 120162 members 
Mstep: Class 8 contains 2181 members 
Mstep: Class 9 contains 10575 members 
Mstep: Class 10 contains 153680 members 
Mstep: Class 11 contains 57757 members 
Mstep: Class 12 contains 5948 members 
Mstep: Class 13 contains 24099 members 
Mstep: Class 14 contains 4393 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9294 members 
Mstep: Class 17 contains 21914 members 
Mstep: Class 18 contains 7552 members 
Mstep: Class 19 contains 19831 members 
Mstep: Class 20 contains 15083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725528.000000 Penalty: 11982.464844
Iteration 118Q: 21 clusters Score -1.572553e+07 nChanged 522
Entering ConstructFrom: 
Score: -15725528.000000 Penalty: 11982.464844
Entering ConstructFrom: 
Trying to split cluster 1 (31459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Entering Unmasked Estep 
Score: -1027430.812500 Penalty: 471.218048
	Iteration 0F: 2 clusters Score -1027431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -1006454.437500 Penalty: 942.436096
	Iteration 0F: 3 clusters Score -1006454 nChanged 14976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -1016170.562500 Penalty: 942.436096
	Iteration 1F: 3 clusters Score -1016171 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -1017080.312500 Penalty: 942.436096
	Iteration 2F: 3 clusters Score -1017080 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -1018280.437500 Penalty: 942.436096
	Iteration 3F: 3 clusters Score -1018280 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -1019716.375000 Penalty: 942.436096
	Iteration 4F: 3 clusters Score -1019716 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -1021179.937500 Penalty: 942.436096
	Iteration 5F: 3 clusters Score -1021180 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -1022459.062500 Penalty: 942.436096
	Iteration 6F: 3 clusters Score -1022459 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 23565 members 
Entering Unmasked Estep 
Score: -1023318.937500 Penalty: 942.436096
	Iteration 7Q: 3 clusters Score -1023319 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -1023819.937500 Penalty: 942.436096
	Iteration 8Q: 3 clusters Score -1023820 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -1024173.062500 Penalty: 942.436096
	Iteration 9Q: 3 clusters Score -1024173 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -1024453.312500 Penalty: 942.436096
	Iteration 10Q: 3 clusters Score -1024453 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -1024709.437500 Penalty: 942.436096
	Iteration 11Q: 3 clusters Score -1024709 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -1024990.812500 Penalty: 942.436096
	Iteration 12Q: 3 clusters Score -1024991 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -1025294.187500 Penalty: 942.436096
	Iteration 13Q: 3 clusters Score -1025294 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 27579 members 
Entering Unmasked Estep 
Score: -1025598.437500 Penalty: 942.436096
	Iteration 14Q: 3 clusters Score -1025598 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -1025896.500000 Penalty: 942.436096
	Iteration 15Q: 3 clusters Score -1025896 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 28415 members 
Entering Unmasked Estep 
Score: -1026156.125000 Penalty: 942.436096
	Iteration 16Q: 3 clusters Score -1026156 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -1026361.687500 Penalty: 942.436096
	Iteration 17Q: 3 clusters Score -1026362 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -1026517.000000 Penalty: 942.436096
	Iteration 18Q: 3 clusters Score -1026517 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -1026640.812500 Penalty: 942.436096
	Iteration 19Q: 3 clusters Score -1026641 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 29420 members 
Entering Unmasked Estep 
Score: -1026733.125000 Penalty: 942.436096
	Iteration 20F: 3 clusters Score -1026733 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -1026789.500000 Penalty: 942.436096
	Iteration 21Q: 3 clusters Score -1026790 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -1026825.375000 Penalty: 942.436096
	Iteration 22Q: 3 clusters Score -1026825 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -1026855.375000 Penalty: 942.436096
	Iteration 23Q: 3 clusters Score -1026855 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 29866 members 
Entering Unmasked Estep 
Score: -1026885.437500 Penalty: 942.436096
	Iteration 24Q: 3 clusters Score -1026885 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 29954 members 
Entering Unmasked Estep 
Score: -1026912.937500 Penalty: 942.436096
	Iteration 25Q: 3 clusters Score -1026913 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 30042 members 
Entering Unmasked Estep 
Score: -1026937.437500 Penalty: 942.436096
	Iteration 26Q: 3 clusters Score -1026937 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -1026965.125000 Penalty: 942.436096
	Iteration 27Q: 3 clusters Score -1026965 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -1026993.062500 Penalty: 942.436096
	Iteration 28Q: 3 clusters Score -1026993 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -1027020.125000 Penalty: 942.436096
	Iteration 29Q: 3 clusters Score -1027020 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -1027034.937500 Penalty: 942.436096
	Iteration 30Q: 3 clusters Score -1027035 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -1027055.312500 Penalty: 942.436096
	Iteration 31Q: 3 clusters Score -1027055 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 30465 members 
Entering Unmasked Estep 
Score: -1027075.500000 Penalty: 942.436096
	Iteration 32Q: 3 clusters Score -1027076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -1027093.312500 Penalty: 942.436096
	Iteration 33Q: 3 clusters Score -1027093 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 30573 members 
Entering Unmasked Estep 
Score: -1027109.375000 Penalty: 942.436096
	Iteration 34Q: 3 clusters Score -1027109 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -1027121.250000 Penalty: 942.436096
	Iteration 35Q: 3 clusters Score -1027121 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -1027123.187500 Penalty: 942.436096
	Iteration 36Q: 3 clusters Score -1027123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -1027131.187500 Penalty: 942.436096
	Iteration 37Q: 3 clusters Score -1027131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -1027136.687500 Penalty: 942.436096
	Iteration 38Q: 3 clusters Score -1027137 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -1027141.500000 Penalty: 942.436096
	Iteration 39Q: 3 clusters Score -1027142 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -1027144.187500 Penalty: 942.436096
	Iteration 40F: 3 clusters Score -1027144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -1027146.250000 Penalty: 942.436096
	Iteration 41Q: 3 clusters Score -1027146 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
Score: -1027149.062500 Penalty: 942.436096
	Iteration 42Q: 3 clusters Score -1027149 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -1027150.000000 Penalty: 942.436096
	Iteration 43Q: 3 clusters Score -1027150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 30765 members 
Entering Unmasked Estep 
Score: -1027151.875000 Penalty: 942.436096
	Iteration 44Q: 3 clusters Score -1027152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 30770 members 
Entering Unmasked Estep 
Score: -1027152.187500 Penalty: 942.436096
	Iteration 45Q: 3 clusters Score -1027152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -1027151.750000 Penalty: 942.436096
	Iteration 46Q: 3 clusters Score -1027152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -1027152.312500 Penalty: 942.436096
	Iteration 47Q: 3 clusters Score -1027152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 30783 members 
Entering Unmasked Estep 
Score: -1027152.250000 Penalty: 942.436096
	Iteration 48Q: 3 clusters Score -1027152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -1027155.125000 Penalty: 942.436096
	Iteration 49Q: 3 clusters Score -1027155 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -1027156.875000 Penalty: 942.436096
	Iteration 50Q: 3 clusters Score -1027157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 30803 members 
Entering Unmasked Estep 
Score: -1027158.625000 Penalty: 942.436096
	Iteration 51Q: 3 clusters Score -1027159 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -1027163.250000 Penalty: 942.436096
	Iteration 52Q: 3 clusters Score -1027163 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 30827 members 
Entering Unmasked Estep 
Score: -1027164.125000 Penalty: 942.436096
	Iteration 53Q: 3 clusters Score -1027164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 30830 members 
Entering Unmasked Estep 
Score: -1027165.750000 Penalty: 942.436096
	Iteration 54Q: 3 clusters Score -1027166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -1027165.187500 Penalty: 942.436096
	Iteration 55Q: 3 clusters Score -1027165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -1027166.187500 Penalty: 942.436096
	Iteration 56Q: 3 clusters Score -1027166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -1027166.625000 Penalty: 942.436096
	Iteration 57Q: 3 clusters Score -1027167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -1027165.437500 Penalty: 942.436096
	Iteration 58Q: 3 clusters Score -1027165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 30844 members 
Entering Unmasked Estep 
Score: -1027166.187500 Penalty: 942.436096
	Iteration 59Q: 3 clusters Score -1027166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 30847 members 
Entering Unmasked Estep 
Score: -1027166.187500 Penalty: 942.436096
	Iteration 60F: 3 clusters Score -1027166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 30850 members 
Entering Unmasked Estep 
Score: -1027166.875000 Penalty: 942.436096
	Iteration 61Q: 3 clusters Score -1027167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -1027166.812500 Penalty: 942.436096
	Iteration 62Q: 3 clusters Score -1027167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 30852 members 
Entering Unmasked Estep 
Score: -1027166.812500 Penalty: 942.436096
	Iteration 63F: 3 clusters Score -1027167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (3064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Entering Unmasked Estep 
Score: -86565.523438 Penalty: 365.250183
	Iteration 0F: 2 clusters Score -86565.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -84419.062500 Penalty: 730.500366
	Iteration 0F: 3 clusters Score -84419.06 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -85274.460938 Penalty: 730.500366
	Iteration 1F: 3 clusters Score -85274.46 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -85460.562500 Penalty: 730.500366
	Iteration 2F: 3 clusters Score -85460.56 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -85667.453125 Penalty: 730.500366
	Iteration 3F: 3 clusters Score -85667.45 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -85909.781250 Penalty: 730.500366
	Iteration 4F: 3 clusters Score -85909.78 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -86161.406250 Penalty: 730.500366
	Iteration 5F: 3 clusters Score -86161.41 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -86427.093750 Penalty: 730.500366
	Iteration 6F: 3 clusters Score -86427.09 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -86637.984375 Penalty: 730.500366
	Iteration 7F: 3 clusters Score -86637.98 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -86745.539062 Penalty: 730.500366
	Iteration 8Q: 3 clusters Score -86745.54 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -86796.539062 Penalty: 730.500366
	Iteration 9Q: 3 clusters Score -86796.54 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -86817.335938 Penalty: 730.500366
	Iteration 10Q: 3 clusters Score -86817.34 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -86822.531250 Penalty: 730.500366
	Iteration 11Q: 3 clusters Score -86822.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -86824.179688 Penalty: 730.500366
	Iteration 12Q: 3 clusters Score -86824.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -86827.171875 Penalty: 730.500366
	Iteration 13Q: 3 clusters Score -86827.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -86830.398438 Penalty: 730.500366
	Iteration 14Q: 3 clusters Score -86830.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -86832.984375 Penalty: 730.500366
	Iteration 15Q: 3 clusters Score -86832.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -86834.882812 Penalty: 730.500366
	Iteration 16Q: 3 clusters Score -86834.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -86835.515625 Penalty: 730.500366
	Iteration 17Q: 3 clusters Score -86835.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -86835.859375 Penalty: 730.500366
	Iteration 18Q: 3 clusters Score -86835.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -86835.828125 Penalty: 730.500366
	Iteration 19Q: 3 clusters Score -86835.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -86835.828125 Penalty: 730.500366
	Iteration 20F: 3 clusters Score -86835.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 2959 members 
Mstep: Class 3 contains 24547 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 1804 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 120172 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 10556 members 
Mstep: Class 10 contains 153654 members 
Mstep: Class 11 contains 57845 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 24180 members 
Mstep: Class 14 contains 4407 members 
Mstep: Class 15 contains 1957 members 
Mstep: Class 16 contains 9263 members 
Mstep: Class 17 contains 21904 members 
Mstep: Class 18 contains 7548 members 
Mstep: Class 19 contains 19832 members 
Mstep: Class 20 contains 15097 members 
Mstep: Class 21 contains 105 members 
Entering Unmasked Estep 
Score: -15725548.000000 Penalty: 12581.587891
Splitting cluster 2 changes total score from -15725528.000000 to -15725548.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (24547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24547 members 
Entering Unmasked Estep 
Score: -755611.437500 Penalty: 459.929688
	Iteration 0F: 2 clusters Score -755611.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -739340.375000 Penalty: 919.859375
	Iteration 0F: 3 clusters Score -739340.4 nChanged 11662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -746512.312500 Penalty: 919.859375
	Iteration 1F: 3 clusters Score -746512.3 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -747444.875000 Penalty: 919.859375
	Iteration 2F: 3 clusters Score -747444.9 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -748658.250000 Penalty: 919.859375
	Iteration 3F: 3 clusters Score -748658.2 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -750121.500000 Penalty: 919.859375
	Iteration 4F: 3 clusters Score -750121.5 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -751722.062500 Penalty: 919.859375
	Iteration 5F: 3 clusters Score -751722.1 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -753056.187500 Penalty: 919.859375
	Iteration 6F: 3 clusters Score -753056.2 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -753924.375000 Penalty: 919.859375
	Iteration 7Q: 3 clusters Score -753924.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -754445.937500 Penalty: 919.859375
	Iteration 8Q: 3 clusters Score -754445.9 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -754778.562500 Penalty: 919.859375
	Iteration 9Q: 3 clusters Score -754778.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21088 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -755036.500000 Penalty: 919.859375
	Iteration 10Q: 3 clusters Score -755036.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -755222.375000 Penalty: 919.859375
	Iteration 11Q: 3 clusters Score -755222.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21390 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -755334.375000 Penalty: 919.859375
	Iteration 12Q: 3 clusters Score -755334.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21496 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -755396.062500 Penalty: 919.859375
	Iteration 13Q: 3 clusters Score -755396.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21561 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -755439.750000 Penalty: 919.859375
	Iteration 14Q: 3 clusters Score -755439.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -755465.062500 Penalty: 919.859375
	Iteration 15Q: 3 clusters Score -755465.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -755482.562500 Penalty: 919.859375
	Iteration 16Q: 3 clusters Score -755482.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -755493.750000 Penalty: 919.859375
	Iteration 17Q: 3 clusters Score -755493.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -755504.500000 Penalty: 919.859375
	Iteration 18Q: 3 clusters Score -755504.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -755512.187500 Penalty: 919.859375
	Iteration 19Q: 3 clusters Score -755512.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -755517.750000 Penalty: 919.859375
	Iteration 20F: 3 clusters Score -755517.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -755521.062500 Penalty: 919.859375
	Iteration 21Q: 3 clusters Score -755521.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -755522.125000 Penalty: 919.859375
	Iteration 22Q: 3 clusters Score -755522.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -755525.687500 Penalty: 919.859375
	Iteration 23Q: 3 clusters Score -755525.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -755526.875000 Penalty: 919.859375
	Iteration 24Q: 3 clusters Score -755526.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -755528.625000 Penalty: 919.859375
	Iteration 25Q: 3 clusters Score -755528.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -755526.125000 Penalty: 919.859375
	Iteration 26Q: 3 clusters Score -755526.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -755528.187500 Penalty: 919.859375
	Iteration 27Q: 3 clusters Score -755528.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -755532.875000 Penalty: 919.859375
	Iteration 28Q: 3 clusters Score -755532.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -755533.312500 Penalty: 919.859375
	Iteration 29Q: 3 clusters Score -755533.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -755532.687500 Penalty: 919.859375
	Iteration 30Q: 3 clusters Score -755532.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -755532.812500 Penalty: 919.859375
	Iteration 31Q: 3 clusters Score -755532.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -755534.250000 Penalty: 919.859375
	Iteration 32Q: 3 clusters Score -755534.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -755536.312500 Penalty: 919.859375
	Iteration 33Q: 3 clusters Score -755536.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -755537.437500 Penalty: 919.859375
	Iteration 34Q: 3 clusters Score -755537.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -755536.312500 Penalty: 919.859375
	Iteration 35Q: 3 clusters Score -755536.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -755536.937500 Penalty: 919.859375
	Iteration 36Q: 3 clusters Score -755536.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -755539.062500 Penalty: 919.859375
	Iteration 37Q: 3 clusters Score -755539.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -755541.125000 Penalty: 919.859375
	Iteration 38Q: 3 clusters Score -755541.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -755544.375000 Penalty: 919.859375
	Iteration 39Q: 3 clusters Score -755544.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -755545.750000 Penalty: 919.859375
	Iteration 40F: 3 clusters Score -755545.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -755548.812500 Penalty: 919.859375
	Iteration 41Q: 3 clusters Score -755548.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -755549.812500 Penalty: 919.859375
	Iteration 42Q: 3 clusters Score -755549.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -755551.500000 Penalty: 919.859375
	Iteration 43Q: 3 clusters Score -755551.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -755554.375000 Penalty: 919.859375
	Iteration 44Q: 3 clusters Score -755554.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -755554.000000 Penalty: 919.859375
	Iteration 45Q: 3 clusters Score -755554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22066 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -755555.500000 Penalty: 919.859375
	Iteration 46Q: 3 clusters Score -755555.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -755555.500000 Penalty: 919.859375
	Iteration 47Q: 3 clusters Score -755555.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22067 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -755555.500000 Penalty: 919.859375
	Iteration 48F: 3 clusters Score -755555.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Entering Unmasked Estep 
Score: -139438.375000 Penalty: 385.939514
	Iteration 0F: 2 clusters Score -139438.4 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 2458 members 
Entering Unmasked Estep 
Score: -136181.140625 Penalty: 771.879028
	Iteration 0F: 3 clusters Score -136181.1 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -137598.359375 Penalty: 771.879028
	Iteration 1F: 3 clusters Score -137598.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -137878.453125 Penalty: 771.879028
	Iteration 2F: 3 clusters Score -137878.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -138142.203125 Penalty: 771.879028
	Iteration 3F: 3 clusters Score -138142.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -138405.828125 Penalty: 771.879028
	Iteration 4F: 3 clusters Score -138405.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -138583.046875 Penalty: 771.879028
	Iteration 5F: 3 clusters Score -138583 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -138669.671875 Penalty: 771.879028
	Iteration 6Q: 3 clusters Score -138669.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -138707.781250 Penalty: 771.879028
	Iteration 7Q: 3 clusters Score -138707.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -138732.015625 Penalty: 771.879028
	Iteration 8Q: 3 clusters Score -138732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -138760.921875 Penalty: 771.879028
	Iteration 9Q: 3 clusters Score -138760.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -138797.484375 Penalty: 771.879028
	Iteration 10Q: 3 clusters Score -138797.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -138822.906250 Penalty: 771.879028
	Iteration 11Q: 3 clusters Score -138822.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -138838.765625 Penalty: 771.879028
	Iteration 12Q: 3 clusters Score -138838.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -138852.953125 Penalty: 771.879028
	Iteration 13Q: 3 clusters Score -138853 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -138868.484375 Penalty: 771.879028
	Iteration 14Q: 3 clusters Score -138868.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -138882.140625 Penalty: 771.879028
	Iteration 15Q: 3 clusters Score -138882.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -138898.656250 Penalty: 771.879028
	Iteration 16Q: 3 clusters Score -138898.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -138917.328125 Penalty: 771.879028
	Iteration 17Q: 3 clusters Score -138917.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -138933.281250 Penalty: 771.879028
	Iteration 18Q: 3 clusters Score -138933.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -138948.671875 Penalty: 771.879028
	Iteration 19Q: 3 clusters Score -138948.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -138963.468750 Penalty: 771.879028
	Iteration 20F: 3 clusters Score -138963.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -138976.531250 Penalty: 771.879028
	Iteration 21Q: 3 clusters Score -138976.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -138985.187500 Penalty: 771.879028
	Iteration 22Q: 3 clusters Score -138985.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -138992.046875 Penalty: 771.879028
	Iteration 23Q: 3 clusters Score -138992 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -139002.687500 Penalty: 771.879028
	Iteration 24Q: 3 clusters Score -139002.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -139015.625000 Penalty: 771.879028
	Iteration 25Q: 3 clusters Score -139015.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -139031.812500 Penalty: 771.879028
	Iteration 26Q: 3 clusters Score -139031.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -139048.875000 Penalty: 771.879028
	Iteration 27Q: 3 clusters Score -139048.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -139075.734375 Penalty: 771.879028
	Iteration 28Q: 3 clusters Score -139075.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -139090.984375 Penalty: 771.879028
	Iteration 29Q: 3 clusters Score -139091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -139102.156250 Penalty: 771.879028
	Iteration 30Q: 3 clusters Score -139102.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -139109.500000 Penalty: 771.879028
	Iteration 31Q: 3 clusters Score -139109.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -139115.218750 Penalty: 771.879028
	Iteration 32Q: 3 clusters Score -139115.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -139120.546875 Penalty: 771.879028
	Iteration 33Q: 3 clusters Score -139120.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -139124.671875 Penalty: 771.879028
	Iteration 34Q: 3 clusters Score -139124.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -139128.984375 Penalty: 771.879028
	Iteration 35Q: 3 clusters Score -139129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -139134.203125 Penalty: 771.879028
	Iteration 36Q: 3 clusters Score -139134.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -139138.703125 Penalty: 771.879028
	Iteration 37Q: 3 clusters Score -139138.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -139140.906250 Penalty: 771.879028
	Iteration 38Q: 3 clusters Score -139140.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -139142.765625 Penalty: 771.879028
	Iteration 39Q: 3 clusters Score -139142.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -139144.625000 Penalty: 771.879028
	Iteration 40F: 3 clusters Score -139144.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -139144.843750 Penalty: 771.879028
	Iteration 41Q: 3 clusters Score -139144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -139144.859375 Penalty: 771.879028
	Iteration 42Q: 3 clusters Score -139144.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -139144.921875 Penalty: 771.879028
	Iteration 43Q: 3 clusters Score -139144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -139145.718750 Penalty: 771.879028
	Iteration 44Q: 3 clusters Score -139145.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -139145.812500 Penalty: 771.879028
	Iteration 45Q: 3 clusters Score -139145.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -139146.328125 Penalty: 771.879028
	Iteration 46Q: 3 clusters Score -139146.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -139147.156250 Penalty: 771.879028
	Iteration 47Q: 3 clusters Score -139147.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -139147.156250 Penalty: 771.879028
	Iteration 48Q: 3 clusters Score -139147.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -139147.156250 Penalty: 771.879028
	Iteration 49F: 3 clusters Score -139147.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Entering Unmasked Estep 
Score: -59933.742188 Penalty: 341.148163
	Iteration 0F: 2 clusters Score -59933.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -58632.511719 Penalty: 682.296326
	Iteration 0F: 3 clusters Score -58632.51 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -59052.660156 Penalty: 682.296326
	Iteration 1F: 3 clusters Score -59052.66 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -59103.203125 Penalty: 682.296326
	Iteration 2F: 3 clusters Score -59103.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -59134.640625 Penalty: 682.296326
	Iteration 3Q: 3 clusters Score -59134.64 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -59154.304688 Penalty: 682.296326
	Iteration 4Q: 3 clusters Score -59154.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -59172.886719 Penalty: 682.296326
	Iteration 5Q: 3 clusters Score -59172.89 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -59196.312500 Penalty: 682.296326
	Iteration 6Q: 3 clusters Score -59196.31 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -59217.960938 Penalty: 682.296326
	Iteration 7Q: 3 clusters Score -59217.96 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -59244.992188 Penalty: 682.296326
	Iteration 8Q: 3 clusters Score -59244.99 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -59272.402344 Penalty: 682.296326
	Iteration 9Q: 3 clusters Score -59272.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -59297.824219 Penalty: 682.296326
	Iteration 10Q: 3 clusters Score -59297.82 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -59328.371094 Penalty: 682.296326
	Iteration 11Q: 3 clusters Score -59328.37 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -59363.988281 Penalty: 682.296326
	Iteration 12Q: 3 clusters Score -59363.99 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -59402.828125 Penalty: 682.296326
	Iteration 13Q: 3 clusters Score -59402.83 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -59443.863281 Penalty: 682.296326
	Iteration 14Q: 3 clusters Score -59443.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -59482.972656 Penalty: 682.296326
	Iteration 15Q: 3 clusters Score -59482.97 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -59514.042969 Penalty: 682.296326
	Iteration 16Q: 3 clusters Score -59514.04 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59539.718750 Penalty: 682.296326
	Iteration 17Q: 3 clusters Score -59539.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -59560.804688 Penalty: 682.296326
	Iteration 18Q: 3 clusters Score -59560.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -59578.484375 Penalty: 682.296326
	Iteration 19Q: 3 clusters Score -59578.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -59596.585938 Penalty: 682.296326
	Iteration 20F: 3 clusters Score -59596.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -59608.152344 Penalty: 682.296326
	Iteration 21Q: 3 clusters Score -59608.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -59614.312500 Penalty: 682.296326
	Iteration 22Q: 3 clusters Score -59614.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -59616.070312 Penalty: 682.296326
	Iteration 23Q: 3 clusters Score -59616.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -59617.734375 Penalty: 682.296326
	Iteration 24Q: 3 clusters Score -59617.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -59617.734375 Penalty: 682.296326
	Iteration 25F: 3 clusters Score -59617.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Entering Unmasked Estep 
Score: -90125.468750 Penalty: 360.938812
	Iteration 0F: 2 clusters Score -90125.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -88151.195312 Penalty: 721.877625
	Iteration 0F: 3 clusters Score -88151.2 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -88894.046875 Penalty: 721.877625
	Iteration 1F: 3 clusters Score -88894.05 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -89043.640625 Penalty: 721.877625
	Iteration 2F: 3 clusters Score -89043.64 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -89157.554688 Penalty: 721.877625
	Iteration 3F: 3 clusters Score -89157.55 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -89270.289062 Penalty: 721.877625
	Iteration 4F: 3 clusters Score -89270.29 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -89364.914062 Penalty: 721.877625
	Iteration 5F: 3 clusters Score -89364.91 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -89435.328125 Penalty: 721.877625
	Iteration 6Q: 3 clusters Score -89435.33 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -89486.609375 Penalty: 721.877625
	Iteration 7Q: 3 clusters Score -89486.61 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -89519.320312 Penalty: 721.877625
	Iteration 8Q: 3 clusters Score -89519.32 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -89542.523438 Penalty: 721.877625
	Iteration 9Q: 3 clusters Score -89542.52 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -89568.093750 Penalty: 721.877625
	Iteration 10Q: 3 clusters Score -89568.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -89589.750000 Penalty: 721.877625
	Iteration 11Q: 3 clusters Score -89589.75 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -89613.171875 Penalty: 721.877625
	Iteration 12Q: 3 clusters Score -89613.17 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -89625.726562 Penalty: 721.877625
	Iteration 13Q: 3 clusters Score -89625.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -89636.515625 Penalty: 721.877625
	Iteration 14Q: 3 clusters Score -89636.52 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -89644.632812 Penalty: 721.877625
	Iteration 15Q: 3 clusters Score -89644.63 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -89649.593750 Penalty: 721.877625
	Iteration 16Q: 3 clusters Score -89649.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -89654.226562 Penalty: 721.877625
	Iteration 17Q: 3 clusters Score -89654.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -89658.578125 Penalty: 721.877625
	Iteration 18Q: 3 clusters Score -89658.58 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -89666.601562 Penalty: 721.877625
	Iteration 19Q: 3 clusters Score -89666.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -89675.109375 Penalty: 721.877625
	Iteration 20F: 3 clusters Score -89675.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -89681.546875 Penalty: 721.877625
	Iteration 21Q: 3 clusters Score -89681.55 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -89689.414062 Penalty: 721.877625
	Iteration 22Q: 3 clusters Score -89689.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -89697.101562 Penalty: 721.877625
	Iteration 23Q: 3 clusters Score -89697.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -89704.218750 Penalty: 721.877625
	Iteration 24Q: 3 clusters Score -89704.22 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -89713.320312 Penalty: 721.877625
	Iteration 25Q: 3 clusters Score -89713.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -89720.523438 Penalty: 721.877625
	Iteration 26Q: 3 clusters Score -89720.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -89728.343750 Penalty: 721.877625
	Iteration 27Q: 3 clusters Score -89728.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -89734.585938 Penalty: 721.877625
	Iteration 28Q: 3 clusters Score -89734.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -89739.445312 Penalty: 721.877625
	Iteration 29Q: 3 clusters Score -89739.45 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -89742.968750 Penalty: 721.877625
	Iteration 30Q: 3 clusters Score -89742.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -89747.242188 Penalty: 721.877625
	Iteration 31Q: 3 clusters Score -89747.24 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -89752.703125 Penalty: 721.877625
	Iteration 32Q: 3 clusters Score -89752.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -89757.242188 Penalty: 721.877625
	Iteration 33Q: 3 clusters Score -89757.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -89763.015625 Penalty: 721.877625
	Iteration 34Q: 3 clusters Score -89763.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -89768.843750 Penalty: 721.877625
	Iteration 35Q: 3 clusters Score -89768.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -89774.218750 Penalty: 721.877625
	Iteration 36Q: 3 clusters Score -89774.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -89778.164062 Penalty: 721.877625
	Iteration 37Q: 3 clusters Score -89778.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -89782.593750 Penalty: 721.877625
	Iteration 38Q: 3 clusters Score -89782.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -89786.250000 Penalty: 721.877625
	Iteration 39Q: 3 clusters Score -89786.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -89788.960938 Penalty: 721.877625
	Iteration 40F: 3 clusters Score -89788.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -89791.148438 Penalty: 721.877625
	Iteration 41Q: 3 clusters Score -89791.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -89792.648438 Penalty: 721.877625
	Iteration 42Q: 3 clusters Score -89792.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -89796.343750 Penalty: 721.877625
	Iteration 43Q: 3 clusters Score -89796.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -89802.492188 Penalty: 721.877625
	Iteration 44Q: 3 clusters Score -89802.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -89805.757812 Penalty: 721.877625
	Iteration 45Q: 3 clusters Score -89805.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -89809.164062 Penalty: 721.877625
	Iteration 46Q: 3 clusters Score -89809.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -89811.843750 Penalty: 721.877625
	Iteration 47Q: 3 clusters Score -89811.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -89814.359375 Penalty: 721.877625
	Iteration 48Q: 3 clusters Score -89814.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -89816.179688 Penalty: 721.877625
	Iteration 49Q: 3 clusters Score -89816.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -89817.625000 Penalty: 721.877625
	Iteration 50Q: 3 clusters Score -89817.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -89818.296875 Penalty: 721.877625
	Iteration 51Q: 3 clusters Score -89818.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -89818.789062 Penalty: 721.877625
	Iteration 52Q: 3 clusters Score -89818.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -89818.789062 Penalty: 721.877625
	Iteration 53F: 3 clusters Score -89818.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (120172 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120172 members 
Entering Unmasked Estep 
Score: -3958411.750000 Penalty: 532.198914
	Iteration 0F: 2 clusters Score -3958412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60194 members 
Mstep: Class 2 contains 59978 members 
Entering Unmasked Estep 
Score: -3877270.750000 Penalty: 1064.397827
	Iteration 0F: 3 clusters Score -3877271 nChanged 58973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66601 members 
Mstep: Class 2 contains 53571 members 
Entering Unmasked Estep 
Score: -3913544.500000 Penalty: 1064.397827
	Iteration 1F: 3 clusters Score -3913544 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70813 members 
Mstep: Class 2 contains 49359 members 
Entering Unmasked Estep 
Score: -3915852.250000 Penalty: 1064.397827
	Iteration 2Q: 3 clusters Score -3915852 nChanged 7159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76738 members 
Mstep: Class 2 contains 43434 members 
Entering Unmasked Estep 
Score: -3919388.500000 Penalty: 1064.397827
	Iteration 3F: 3 clusters Score -3919388 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84407 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -3924572.500000 Penalty: 1064.397827
	Iteration 4F: 3 clusters Score -3924572 nChanged 9330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93463 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -3931830.500000 Penalty: 1064.397827
	Iteration 5F: 3 clusters Score -3931830 nChanged 9703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103116 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -3940712.500000 Penalty: 1064.397827
	Iteration 6F: 3 clusters Score -3940712 nChanged 8509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111623 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -3949423.500000 Penalty: 1064.397827
	Iteration 7F: 3 clusters Score -3949424 nChanged 5461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117084 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3955069.250000 Penalty: 1064.397827
	Iteration 8Q: 3 clusters Score -3955069 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119292 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -3957175.250000 Penalty: 1064.397827
	Iteration 9Q: 3 clusters Score -3957175 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119927 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3957722.000000 Penalty: 1064.397827
	Iteration 10Q: 3 clusters Score -3957722 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120073 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -3957860.500000 Penalty: 1064.397827
	Iteration 11Q: 3 clusters Score -3957860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120104 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -3957895.500000 Penalty: 1064.397827
	Iteration 12Q: 3 clusters Score -3957896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120114 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3957907.000000 Penalty: 1064.397827
	Iteration 13Q: 3 clusters Score -3957907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120120 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -3957917.250000 Penalty: 1064.397827
	Iteration 14Q: 3 clusters Score -3957917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120123 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3957937.000000 Penalty: 1064.397827
	Iteration 15Q: 3 clusters Score -3957937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120123 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3957942.000000 Penalty: 1064.397827
	Iteration 16Q: 3 clusters Score -3957942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120124 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -3957946.500000 Penalty: 1064.397827
	Iteration 17Q: 3 clusters Score -3957946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120128 members 
Mstep: Class 2 contains 44 members 
Entering Unmasked Estep 
Score: -3957952.000000 Penalty: 1064.397827
	Iteration 18Q: 3 clusters Score -3957952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120126 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -3957954.750000 Penalty: 1064.397827
	Iteration 19Q: 3 clusters Score -3957955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120125 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3957956.500000 Penalty: 1064.397827
	Iteration 20F: 3 clusters Score -3957956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120122 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3957956.750000 Penalty: 1064.397827
	Iteration 21Q: 3 clusters Score -3957957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120122 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -3957962.500000 Penalty: 1064.397827
	Iteration 22Q: 3 clusters Score -3957962 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120121 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -3957967.000000 Penalty: 1064.397827
	Iteration 23Q: 3 clusters Score -3957967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120123 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3957972.750000 Penalty: 1064.397827
	Iteration 24Q: 3 clusters Score -3957973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120123 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3957973.750000 Penalty: 1064.397827
	Iteration 25Q: 3 clusters Score -3957974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120123 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -3957973.750000 Penalty: 1064.397827
	Iteration 26F: 3 clusters Score -3957974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Entering Unmasked Estep 
Score: -63129.523438 Penalty: 350.156982
	Iteration 0F: 2 clusters Score -63129.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -61588.503906 Penalty: 700.313965
	Iteration 0F: 3 clusters Score -61588.5 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -62220.867188 Penalty: 700.313965
	Iteration 1F: 3 clusters Score -62220.87 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -62395.765625 Penalty: 700.313965
	Iteration 2F: 3 clusters Score -62395.77 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -62554.406250 Penalty: 700.313965
	Iteration 3F: 3 clusters Score -62554.41 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -62664.484375 Penalty: 700.313965
	Iteration 4F: 3 clusters Score -62664.48 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -62723.542969 Penalty: 700.313965
	Iteration 5Q: 3 clusters Score -62723.54 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -62774.492188 Penalty: 700.313965
	Iteration 6Q: 3 clusters Score -62774.49 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -62817.460938 Penalty: 700.313965
	Iteration 7Q: 3 clusters Score -62817.46 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -62855.414062 Penalty: 700.313965
	Iteration 8Q: 3 clusters Score -62855.41 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -62880.902344 Penalty: 700.313965
	Iteration 9Q: 3 clusters Score -62880.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -62902.656250 Penalty: 700.313965
	Iteration 10Q: 3 clusters Score -62902.66 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -62914.382812 Penalty: 700.313965
	Iteration 11Q: 3 clusters Score -62914.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -62921.253906 Penalty: 700.313965
	Iteration 12Q: 3 clusters Score -62921.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -62923.777344 Penalty: 700.313965
	Iteration 13Q: 3 clusters Score -62923.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -62925.089844 Penalty: 700.313965
	Iteration 14Q: 3 clusters Score -62925.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -62927.515625 Penalty: 700.313965
	Iteration 15Q: 3 clusters Score -62927.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -62928.527344 Penalty: 700.313965
	Iteration 16Q: 3 clusters Score -62928.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -62929.808594 Penalty: 700.313965
	Iteration 17Q: 3 clusters Score -62929.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -62930.851562 Penalty: 700.313965
	Iteration 18Q: 3 clusters Score -62930.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -62930.875000 Penalty: 700.313965
	Iteration 19Q: 3 clusters Score -62930.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -62930.968750 Penalty: 700.313965
	Iteration 20F: 3 clusters Score -62930.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -62930.980469 Penalty: 700.313965
	Iteration 21Q: 3 clusters Score -62930.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -62930.980469 Penalty: 700.313965
	Iteration 22F: 3 clusters Score -62930.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Entering Unmasked Estep 
Score: -312615.125000 Penalty: 421.532471
	Iteration 0F: 2 clusters Score -312615.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -305514.218750 Penalty: 843.064941
	Iteration 0F: 3 clusters Score -305514.2 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -308536.531250 Penalty: 843.064941
	Iteration 1F: 3 clusters Score -308536.5 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -309048.656250 Penalty: 843.064941
	Iteration 2F: 3 clusters Score -309048.7 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -309656.781250 Penalty: 843.064941
	Iteration 3F: 3 clusters Score -309656.8 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -310493.281250 Penalty: 843.064941
	Iteration 4F: 3 clusters Score -310493.3 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -311441.781250 Penalty: 843.064941
	Iteration 5F: 3 clusters Score -311441.8 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -312296.875000 Penalty: 843.064941
	Iteration 6F: 3 clusters Score -312296.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -312946.156250 Penalty: 843.064941
	Iteration 7F: 3 clusters Score -312946.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -313488.718750 Penalty: 843.064941
	Iteration 8Q: 3 clusters Score -313488.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -313824.000000 Penalty: 843.064941
	Iteration 9Q: 3 clusters Score -313824 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -313926.031250 Penalty: 843.064941
	Iteration 10Q: 3 clusters Score -313926 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -313949.812500 Penalty: 843.064941
	Iteration 11Q: 3 clusters Score -313949.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -313958.500000 Penalty: 843.064941
	Iteration 12Q: 3 clusters Score -313958.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -313961.875000 Penalty: 843.064941
	Iteration 13Q: 3 clusters Score -313961.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -313967.187500 Penalty: 843.064941
	Iteration 14Q: 3 clusters Score -313967.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -313969.343750 Penalty: 843.064941
	Iteration 15Q: 3 clusters Score -313969.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -313969.937500 Penalty: 843.064941
	Iteration 16Q: 3 clusters Score -313969.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -313970.312500 Penalty: 843.064941
	Iteration 17Q: 3 clusters Score -313970.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -313970.062500 Penalty: 843.064941
	Iteration 18Q: 3 clusters Score -313970.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -313970.250000 Penalty: 843.064941
	Iteration 19Q: 3 clusters Score -313970.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -313970.250000 Penalty: 843.064941
	Iteration 20F: 3 clusters Score -313970.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 2959 members 
Mstep: Class 3 contains 24547 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 1804 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 120172 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 7812 members 
Mstep: Class 10 contains 153654 members 
Mstep: Class 11 contains 57845 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 24180 members 
Mstep: Class 14 contains 4407 members 
Mstep: Class 15 contains 1957 members 
Mstep: Class 16 contains 9263 members 
Mstep: Class 17 contains 21904 members 
Mstep: Class 18 contains 7548 members 
Mstep: Class 19 contains 19832 members 
Mstep: Class 20 contains 15097 members 
Mstep: Class 21 contains 105 members 
Mstep: Class 22 contains 2744 members 
Entering Unmasked Estep 
Score: -15726745.000000 Penalty: 13180.710938
Splitting cluster 9 changes total score from -15725528.000000 to -15726745.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 10 (153654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153654 members 
Entering Unmasked Estep 
Score: -5083765.500000 Penalty: 543.381836
	Iteration 0F: 2 clusters Score -5083766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76987 members 
Mstep: Class 2 contains 76667 members 
Entering Unmasked Estep 
Score: -4979769.000000 Penalty: 1086.763672
	Iteration 0F: 3 clusters Score -4979769 nChanged 75454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90223 members 
Mstep: Class 2 contains 63431 members 
Entering Unmasked Estep 
Score: -5031614.500000 Penalty: 1086.763672
	Iteration 1F: 3 clusters Score -5031614 nChanged 11795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98458 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -5038815.000000 Penalty: 1086.763672
	Iteration 2F: 3 clusters Score -5038815 nChanged 11790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107290 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -5046271.000000 Penalty: 1086.763672
	Iteration 3F: 3 clusters Score -5046271 nChanged 10684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116056 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
Score: -5053209.000000 Penalty: 1086.763672
	Iteration 4F: 3 clusters Score -5053209 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124544 members 
Mstep: Class 2 contains 29110 members 
Entering Unmasked Estep 
Score: -5059495.500000 Penalty: 1086.763672
	Iteration 5F: 3 clusters Score -5059496 nChanged 8360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132760 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -5065912.000000 Penalty: 1086.763672
	Iteration 6F: 3 clusters Score -5065912 nChanged 7497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140245 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -5072307.000000 Penalty: 1086.763672
	Iteration 7Q: 3 clusters Score -5072307 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146150 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -5077373.000000 Penalty: 1086.763672
	Iteration 8Q: 3 clusters Score -5077373 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149892 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -5080572.000000 Penalty: 1086.763672
	Iteration 9Q: 3 clusters Score -5080572 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151836 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -5082128.000000 Penalty: 1086.763672
	Iteration 10Q: 3 clusters Score -5082128 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152732 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5082766.500000 Penalty: 1086.763672
	Iteration 11Q: 3 clusters Score -5082766 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153114 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -5083035.000000 Penalty: 1086.763672
	Iteration 12Q: 3 clusters Score -5083035 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153295 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -5083157.000000 Penalty: 1086.763672
	Iteration 13Q: 3 clusters Score -5083157 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153407 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5083226.500000 Penalty: 1086.763672
	Iteration 14Q: 3 clusters Score -5083226 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153453 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -5083245.000000 Penalty: 1086.763672
	Iteration 15Q: 3 clusters Score -5083245 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153478 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -5083263.000000 Penalty: 1086.763672
	Iteration 16Q: 3 clusters Score -5083263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153487 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -5083275.000000 Penalty: 1086.763672
	Iteration 17Q: 3 clusters Score -5083275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153497 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -5083280.500000 Penalty: 1086.763672
	Iteration 18Q: 3 clusters Score -5083280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153507 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -5083286.500000 Penalty: 1086.763672
	Iteration 19Q: 3 clusters Score -5083286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5083292.000000 Penalty: 1086.763672
	Iteration 20F: 3 clusters Score -5083292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5083297.500000 Penalty: 1086.763672
	Iteration 21Q: 3 clusters Score -5083298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153513 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -5083301.500000 Penalty: 1086.763672
	Iteration 22Q: 3 clusters Score -5083302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153515 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -5083296.500000 Penalty: 1086.763672
	Iteration 23Q: 3 clusters Score -5083296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153514 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -5083305.500000 Penalty: 1086.763672
	Iteration 24Q: 3 clusters Score -5083306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153511 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -5083307.500000 Penalty: 1086.763672
	Iteration 25Q: 3 clusters Score -5083308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153512 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5083311.000000 Penalty: 1086.763672
	Iteration 26Q: 3 clusters Score -5083311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153512 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -5083311.000000 Penalty: 1086.763672
	Iteration 27F: 3 clusters Score -5083311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (57845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57845 members 
Entering Unmasked Estep 
Score: -1793588.125000 Penalty: 498.931274
	Iteration 0F: 2 clusters Score -1793588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 28931 members 
Entering Unmasked Estep 
Score: -1754725.625000 Penalty: 997.862549
	Iteration 0F: 3 clusters Score -1754726 nChanged 28078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29134 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -1773045.875000 Penalty: 997.862549
	Iteration 1F: 3 clusters Score -1773046 nChanged 3923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30025 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -1775489.125000 Penalty: 997.862549
	Iteration 2F: 3 clusters Score -1775489 nChanged 4436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 26456 members 
Entering Unmasked Estep 
Score: -1778677.750000 Penalty: 997.862549
	Iteration 3F: 3 clusters Score -1778678 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32930 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -1782154.250000 Penalty: 997.862549
	Iteration 4F: 3 clusters Score -1782154 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34118 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -1784773.125000 Penalty: 997.862549
	Iteration 5F: 3 clusters Score -1784773 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34992 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -1786224.125000 Penalty: 997.862549
	Iteration 6Q: 3 clusters Score -1786224 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -1786879.500000 Penalty: 997.862549
	Iteration 7Q: 3 clusters Score -1786880 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36520 members 
Mstep: Class 2 contains 21325 members 
Entering Unmasked Estep 
Score: -1787302.875000 Penalty: 997.862549
	Iteration 8Q: 3 clusters Score -1787303 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -1787674.000000 Penalty: 997.862549
	Iteration 9Q: 3 clusters Score -1787674 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38295 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -1788088.125000 Penalty: 997.862549
	Iteration 10Q: 3 clusters Score -1788088 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -1788543.750000 Penalty: 997.862549
	Iteration 11Q: 3 clusters Score -1788544 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -1789001.000000 Penalty: 997.862549
	Iteration 12Q: 3 clusters Score -1789001 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -1789399.625000 Penalty: 997.862549
	Iteration 13Q: 3 clusters Score -1789400 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -1789759.250000 Penalty: 997.862549
	Iteration 14Q: 3 clusters Score -1789759 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42766 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1790036.125000 Penalty: 997.862549
	Iteration 15Q: 3 clusters Score -1790036 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43474 members 
Mstep: Class 2 contains 14371 members 
Entering Unmasked Estep 
Score: -1790264.500000 Penalty: 997.862549
	Iteration 16Q: 3 clusters Score -1790264 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44177 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -1790486.875000 Penalty: 997.862549
	Iteration 17Q: 3 clusters Score -1790487 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1790673.125000 Penalty: 997.862549
	Iteration 18Q: 3 clusters Score -1790673 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 12325 members 
Entering Unmasked Estep 
Score: -1790865.000000 Penalty: 997.862549
	Iteration 19Q: 3 clusters Score -1790865 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46154 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1791043.875000 Penalty: 997.862549
	Iteration 20F: 3 clusters Score -1791044 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46740 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -1791197.000000 Penalty: 997.862549
	Iteration 21Q: 3 clusters Score -1791197 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1791343.875000 Penalty: 997.862549
	Iteration 22Q: 3 clusters Score -1791344 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -1791489.875000 Penalty: 997.862549
	Iteration 23Q: 3 clusters Score -1791490 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1791625.625000 Penalty: 997.862549
	Iteration 24Q: 3 clusters Score -1791626 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48928 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1791766.500000 Penalty: 997.862549
	Iteration 25Q: 3 clusters Score -1791766 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49431 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1791885.750000 Penalty: 997.862549
	Iteration 26Q: 3 clusters Score -1791886 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1792028.250000 Penalty: 997.862549
	Iteration 27Q: 3 clusters Score -1792028 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50388 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1792159.000000 Penalty: 997.862549
	Iteration 28Q: 3 clusters Score -1792159 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50805 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1792274.000000 Penalty: 997.862549
	Iteration 29Q: 3 clusters Score -1792274 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1792401.125000 Penalty: 997.862549
	Iteration 30Q: 3 clusters Score -1792401 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51628 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1792519.125000 Penalty: 997.862549
	Iteration 31Q: 3 clusters Score -1792519 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52012 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1792638.875000 Penalty: 997.862549
	Iteration 32Q: 3 clusters Score -1792639 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52349 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1792743.000000 Penalty: 997.862549
	Iteration 33Q: 3 clusters Score -1792743 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52666 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1792837.375000 Penalty: 997.862549
	Iteration 34Q: 3 clusters Score -1792837 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52948 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1792917.375000 Penalty: 997.862549
	Iteration 35Q: 3 clusters Score -1792917 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53227 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1792979.625000 Penalty: 997.862549
	Iteration 36Q: 3 clusters Score -1792980 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53443 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1793025.625000 Penalty: 997.862549
	Iteration 37Q: 3 clusters Score -1793026 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1793076.875000 Penalty: 997.862549
	Iteration 38Q: 3 clusters Score -1793077 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53812 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1793116.500000 Penalty: 997.862549
	Iteration 39Q: 3 clusters Score -1793116 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53981 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1793152.125000 Penalty: 997.862549
	Iteration 40F: 3 clusters Score -1793152 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54145 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1793189.750000 Penalty: 997.862549
	Iteration 41Q: 3 clusters Score -1793190 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54290 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1793215.500000 Penalty: 997.862549
	Iteration 42Q: 3 clusters Score -1793216 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1793234.875000 Penalty: 997.862549
	Iteration 43Q: 3 clusters Score -1793235 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54538 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1793266.000000 Penalty: 997.862549
	Iteration 44Q: 3 clusters Score -1793266 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54663 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -1793290.375000 Penalty: 997.862549
	Iteration 45Q: 3 clusters Score -1793290 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54770 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1793305.500000 Penalty: 997.862549
	Iteration 46Q: 3 clusters Score -1793306 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1793308.875000 Penalty: 997.862549
	Iteration 47Q: 3 clusters Score -1793309 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54925 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1793319.000000 Penalty: 997.862549
	Iteration 48Q: 3 clusters Score -1793319 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1793324.625000 Penalty: 997.862549
	Iteration 49Q: 3 clusters Score -1793325 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1793334.375000 Penalty: 997.862549
	Iteration 50Q: 3 clusters Score -1793334 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55125 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1793342.625000 Penalty: 997.862549
	Iteration 51Q: 3 clusters Score -1793343 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55171 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1793349.875000 Penalty: 997.862549
	Iteration 52Q: 3 clusters Score -1793350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1793358.125000 Penalty: 997.862549
	Iteration 53Q: 3 clusters Score -1793358 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1793356.875000 Penalty: 997.862549
	Iteration 54Q: 3 clusters Score -1793357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55315 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1793359.875000 Penalty: 997.862549
	Iteration 55Q: 3 clusters Score -1793360 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1793361.375000 Penalty: 997.862549
	Iteration 56Q: 3 clusters Score -1793361 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55388 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1793364.000000 Penalty: 997.862549
	Iteration 57Q: 3 clusters Score -1793364 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55413 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1793362.875000 Penalty: 997.862549
	Iteration 58Q: 3 clusters Score -1793363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55433 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1793364.875000 Penalty: 997.862549
	Iteration 59Q: 3 clusters Score -1793365 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1793371.500000 Penalty: 997.862549
	Iteration 60F: 3 clusters Score -1793372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55478 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1793377.375000 Penalty: 997.862549
	Iteration 61Q: 3 clusters Score -1793377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1793381.625000 Penalty: 997.862549
	Iteration 62Q: 3 clusters Score -1793382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55510 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1793381.375000 Penalty: 997.862549
	Iteration 63Q: 3 clusters Score -1793381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55518 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -1793379.250000 Penalty: 997.862549
	Iteration 64Q: 3 clusters Score -1793379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55527 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1793382.375000 Penalty: 997.862549
	Iteration 65Q: 3 clusters Score -1793382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55540 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1793381.625000 Penalty: 997.862549
	Iteration 66Q: 3 clusters Score -1793382 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55555 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1793380.500000 Penalty: 997.862549
	Iteration 67Q: 3 clusters Score -1793380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1793384.250000 Penalty: 997.862549
	Iteration 68Q: 3 clusters Score -1793384 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1793387.625000 Penalty: 997.862549
	Iteration 69Q: 3 clusters Score -1793388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55586 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1793385.250000 Penalty: 997.862549
	Iteration 70Q: 3 clusters Score -1793385 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1793386.625000 Penalty: 997.862549
	Iteration 71Q: 3 clusters Score -1793387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55600 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1793390.375000 Penalty: 997.862549
	Iteration 72Q: 3 clusters Score -1793390 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55606 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1793390.750000 Penalty: 997.862549
	Iteration 73Q: 3 clusters Score -1793391 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1793388.875000 Penalty: 997.862549
	Iteration 74Q: 3 clusters Score -1793389 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55621 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1793388.375000 Penalty: 997.862549
	Iteration 75Q: 3 clusters Score -1793388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55632 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1793388.000000 Penalty: 997.862549
	Iteration 76Q: 3 clusters Score -1793388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1793389.250000 Penalty: 997.862549
	Iteration 77Q: 3 clusters Score -1793389 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1793394.375000 Penalty: 997.862549
	Iteration 78Q: 3 clusters Score -1793394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55662 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1793394.750000 Penalty: 997.862549
	Iteration 79Q: 3 clusters Score -1793395 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1793396.375000 Penalty: 997.862549
	Iteration 80F: 3 clusters Score -1793396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55682 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1793391.500000 Penalty: 997.862549
	Iteration 81Q: 3 clusters Score -1793392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55691 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1793394.125000 Penalty: 997.862549
	Iteration 82Q: 3 clusters Score -1793394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1793396.375000 Penalty: 997.862549
	Iteration 83Q: 3 clusters Score -1793396 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1793392.750000 Penalty: 997.862549
	Iteration 84Q: 3 clusters Score -1793393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55715 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1793394.625000 Penalty: 997.862549
	Iteration 85Q: 3 clusters Score -1793395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1793395.875000 Penalty: 997.862549
	Iteration 86Q: 3 clusters Score -1793396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55723 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1793396.000000 Penalty: 997.862549
	Iteration 87Q: 3 clusters Score -1793396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1793394.750000 Penalty: 997.862549
	Iteration 88Q: 3 clusters Score -1793395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55729 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1793394.625000 Penalty: 997.862549
	Iteration 89Q: 3 clusters Score -1793395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55730 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1793394.375000 Penalty: 997.862549
	Iteration 90Q: 3 clusters Score -1793394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1793394.125000 Penalty: 997.862549
	Iteration 91Q: 3 clusters Score -1793394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55734 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1793393.375000 Penalty: 997.862549
	Iteration 92Q: 3 clusters Score -1793393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1793395.250000 Penalty: 997.862549
	Iteration 93Q: 3 clusters Score -1793395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1793395.875000 Penalty: 997.862549
	Iteration 94Q: 3 clusters Score -1793396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55740 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1793395.875000 Penalty: 997.862549
	Iteration 95F: 3 clusters Score -1793396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Entering Unmasked Estep 
Score: -190124.625000 Penalty: 395.424225
	Iteration 0F: 2 clusters Score -190124.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -186112.812500 Penalty: 790.848450
	Iteration 0F: 3 clusters Score -186112.8 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -187611.500000 Penalty: 790.848450
	Iteration 1F: 3 clusters Score -187611.5 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -187740.046875 Penalty: 790.848450
	Iteration 2F: 3 clusters Score -187740 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -187845.734375 Penalty: 790.848450
	Iteration 3Q: 3 clusters Score -187845.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -187966.843750 Penalty: 790.848450
	Iteration 4Q: 3 clusters Score -187966.8 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -188100.500000 Penalty: 790.848450
	Iteration 5Q: 3 clusters Score -188100.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -188290.500000 Penalty: 790.848450
	Iteration 6Q: 3 clusters Score -188290.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -188508.359375 Penalty: 790.848450
	Iteration 7F: 3 clusters Score -188508.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -188746.843750 Penalty: 790.848450
	Iteration 8Q: 3 clusters Score -188746.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -188924.109375 Penalty: 790.848450
	Iteration 9Q: 3 clusters Score -188924.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -189014.578125 Penalty: 790.848450
	Iteration 10Q: 3 clusters Score -189014.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -189068.968750 Penalty: 790.848450
	Iteration 11Q: 3 clusters Score -189069 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -189112.828125 Penalty: 790.848450
	Iteration 12Q: 3 clusters Score -189112.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -189152.109375 Penalty: 790.848450
	Iteration 13Q: 3 clusters Score -189152.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -189204.437500 Penalty: 790.848450
	Iteration 14Q: 3 clusters Score -189204.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -189257.078125 Penalty: 790.848450
	Iteration 15Q: 3 clusters Score -189257.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -189309.281250 Penalty: 790.848450
	Iteration 16Q: 3 clusters Score -189309.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -189357.093750 Penalty: 790.848450
	Iteration 17Q: 3 clusters Score -189357.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -189390.984375 Penalty: 790.848450
	Iteration 18Q: 3 clusters Score -189391 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -189430.093750 Penalty: 790.848450
	Iteration 19Q: 3 clusters Score -189430.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -189465.812500 Penalty: 790.848450
	Iteration 20F: 3 clusters Score -189465.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -189489.765625 Penalty: 790.848450
	Iteration 21Q: 3 clusters Score -189489.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -189518.687500 Penalty: 790.848450
	Iteration 22Q: 3 clusters Score -189518.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -189551.593750 Penalty: 790.848450
	Iteration 23Q: 3 clusters Score -189551.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -189583.390625 Penalty: 790.848450
	Iteration 24Q: 3 clusters Score -189583.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -189603.906250 Penalty: 790.848450
	Iteration 25Q: 3 clusters Score -189603.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -189620.625000 Penalty: 790.848450
	Iteration 26Q: 3 clusters Score -189620.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -189632.359375 Penalty: 790.848450
	Iteration 27Q: 3 clusters Score -189632.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -189640.171875 Penalty: 790.848450
	Iteration 28Q: 3 clusters Score -189640.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -189650.187500 Penalty: 790.848450
	Iteration 29Q: 3 clusters Score -189650.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -189660.484375 Penalty: 790.848450
	Iteration 30Q: 3 clusters Score -189660.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -189676.656250 Penalty: 790.848450
	Iteration 31Q: 3 clusters Score -189676.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -189698.687500 Penalty: 790.848450
	Iteration 32Q: 3 clusters Score -189698.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -189715.218750 Penalty: 790.848450
	Iteration 33Q: 3 clusters Score -189715.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -189729.109375 Penalty: 790.848450
	Iteration 34Q: 3 clusters Score -189729.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -189741.437500 Penalty: 790.848450
	Iteration 35Q: 3 clusters Score -189741.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -189753.906250 Penalty: 790.848450
	Iteration 36Q: 3 clusters Score -189753.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -189763.734375 Penalty: 790.848450
	Iteration 37Q: 3 clusters Score -189763.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -189772.125000 Penalty: 790.848450
	Iteration 38Q: 3 clusters Score -189772.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -189776.015625 Penalty: 790.848450
	Iteration 39Q: 3 clusters Score -189776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -189780.796875 Penalty: 790.848450
	Iteration 40F: 3 clusters Score -189780.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -189784.171875 Penalty: 790.848450
	Iteration 41Q: 3 clusters Score -189784.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -189786.578125 Penalty: 790.848450
	Iteration 42Q: 3 clusters Score -189786.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -189786.796875 Penalty: 790.848450
	Iteration 43Q: 3 clusters Score -189786.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -189786.671875 Penalty: 790.848450
	Iteration 44Q: 3 clusters Score -189786.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -189786.671875 Penalty: 790.848450
	Iteration 45F: 3 clusters Score -189786.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Entering Unmasked Estep 
Score: -765338.000000 Penalty: 459.244263
	Iteration 0F: 2 clusters Score -765338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -749140.875000 Penalty: 918.488525
	Iteration 0F: 3 clusters Score -749140.9 nChanged 11542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -756716.250000 Penalty: 918.488525
	Iteration 1F: 3 clusters Score -756716.2 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -757557.937500 Penalty: 918.488525
	Iteration 2F: 3 clusters Score -757557.9 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -758535.437500 Penalty: 918.488525
	Iteration 3F: 3 clusters Score -758535.4 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -759568.250000 Penalty: 918.488525
	Iteration 4F: 3 clusters Score -759568.2 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -760595.250000 Penalty: 918.488525
	Iteration 5F: 3 clusters Score -760595.2 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -761485.000000 Penalty: 918.488525
	Iteration 6F: 3 clusters Score -761485 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17442 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -762238.312500 Penalty: 918.488525
	Iteration 7Q: 3 clusters Score -762238.3 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -762780.937500 Penalty: 918.488525
	Iteration 8Q: 3 clusters Score -762780.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -763161.000000 Penalty: 918.488525
	Iteration 9Q: 3 clusters Score -763161 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -763409.625000 Penalty: 918.488525
	Iteration 10Q: 3 clusters Score -763409.6 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -763571.562500 Penalty: 918.488525
	Iteration 11Q: 3 clusters Score -763571.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -763688.000000 Penalty: 918.488525
	Iteration 12Q: 3 clusters Score -763688 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -763791.000000 Penalty: 918.488525
	Iteration 13Q: 3 clusters Score -763791 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19716 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -763890.062500 Penalty: 918.488525
	Iteration 14Q: 3 clusters Score -763890.1 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -763987.750000 Penalty: 918.488525
	Iteration 15Q: 3 clusters Score -763987.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -764060.812500 Penalty: 918.488525
	Iteration 16Q: 3 clusters Score -764060.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -764115.062500 Penalty: 918.488525
	Iteration 17Q: 3 clusters Score -764115.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20643 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -764163.937500 Penalty: 918.488525
	Iteration 18Q: 3 clusters Score -764163.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -764210.875000 Penalty: 918.488525
	Iteration 19Q: 3 clusters Score -764210.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -764261.875000 Penalty: 918.488525
	Iteration 20F: 3 clusters Score -764261.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -764319.375000 Penalty: 918.488525
	Iteration 21Q: 3 clusters Score -764319.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -764374.312500 Penalty: 918.488525
	Iteration 22Q: 3 clusters Score -764374.3 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -764423.125000 Penalty: 918.488525
	Iteration 23Q: 3 clusters Score -764423.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -764471.625000 Penalty: 918.488525
	Iteration 24Q: 3 clusters Score -764471.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21910 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -764513.500000 Penalty: 918.488525
	Iteration 25Q: 3 clusters Score -764513.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -764557.375000 Penalty: 918.488525
	Iteration 26Q: 3 clusters Score -764557.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -764596.375000 Penalty: 918.488525
	Iteration 27Q: 3 clusters Score -764596.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -764633.250000 Penalty: 918.488525
	Iteration 28Q: 3 clusters Score -764633.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -764669.375000 Penalty: 918.488525
	Iteration 29Q: 3 clusters Score -764669.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22613 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -764701.500000 Penalty: 918.488525
	Iteration 30Q: 3 clusters Score -764701.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -764727.500000 Penalty: 918.488525
	Iteration 31Q: 3 clusters Score -764727.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -764756.687500 Penalty: 918.488525
	Iteration 32Q: 3 clusters Score -764756.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -764777.250000 Penalty: 918.488525
	Iteration 33Q: 3 clusters Score -764777.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -764800.187500 Penalty: 918.488525
	Iteration 34Q: 3 clusters Score -764800.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -764822.375000 Penalty: 918.488525
	Iteration 35Q: 3 clusters Score -764822.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -764842.687500 Penalty: 918.488525
	Iteration 36Q: 3 clusters Score -764842.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -764863.312500 Penalty: 918.488525
	Iteration 37Q: 3 clusters Score -764863.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -764890.812500 Penalty: 918.488525
	Iteration 38Q: 3 clusters Score -764890.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -764917.125000 Penalty: 918.488525
	Iteration 39Q: 3 clusters Score -764917.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -764947.625000 Penalty: 918.488525
	Iteration 40F: 3 clusters Score -764947.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -764980.000000 Penalty: 918.488525
	Iteration 41Q: 3 clusters Score -764980 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -765006.625000 Penalty: 918.488525
	Iteration 42Q: 3 clusters Score -765006.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -765019.937500 Penalty: 918.488525
	Iteration 43Q: 3 clusters Score -765019.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -765032.062500 Penalty: 918.488525
	Iteration 44Q: 3 clusters Score -765032.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -765044.687500 Penalty: 918.488525
	Iteration 45Q: 3 clusters Score -765044.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23642 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -765049.875000 Penalty: 918.488525
	Iteration 46Q: 3 clusters Score -765049.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -765056.312500 Penalty: 918.488525
	Iteration 47Q: 3 clusters Score -765056.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -765059.062500 Penalty: 918.488525
	Iteration 48Q: 3 clusters Score -765059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23678 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -765061.750000 Penalty: 918.488525
	Iteration 49Q: 3 clusters Score -765061.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -765062.687500 Penalty: 918.488525
	Iteration 50Q: 3 clusters Score -765062.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -765065.312500 Penalty: 918.488525
	Iteration 51Q: 3 clusters Score -765065.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -765067.875000 Penalty: 918.488525
	Iteration 52Q: 3 clusters Score -765067.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -765068.187500 Penalty: 918.488525
	Iteration 53Q: 3 clusters Score -765068.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -765070.875000 Penalty: 918.488525
	Iteration 54Q: 3 clusters Score -765070.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -765071.250000 Penalty: 918.488525
	Iteration 55Q: 3 clusters Score -765071.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -765071.437500 Penalty: 918.488525
	Iteration 56Q: 3 clusters Score -765071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -765072.875000 Penalty: 918.488525
	Iteration 57Q: 3 clusters Score -765072.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -765074.062500 Penalty: 918.488525
	Iteration 58Q: 3 clusters Score -765074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -765074.062500 Penalty: 918.488525
	Iteration 59Q: 3 clusters Score -765074.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -765074.375000 Penalty: 918.488525
	Iteration 60F: 3 clusters Score -765074.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -765074.437500 Penalty: 918.488525
	Iteration 61Q: 3 clusters Score -765074.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -765073.875000 Penalty: 918.488525
	Iteration 62Q: 3 clusters Score -765073.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -765075.000000 Penalty: 918.488525
	Iteration 63Q: 3 clusters Score -765075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -765074.875000 Penalty: 918.488525
	Iteration 64Q: 3 clusters Score -765074.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -765075.625000 Penalty: 918.488525
	Iteration 65Q: 3 clusters Score -765075.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23700 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -765075.125000 Penalty: 918.488525
	Iteration 66Q: 3 clusters Score -765075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -765075.187500 Penalty: 918.488525
	Iteration 67Q: 3 clusters Score -765075.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23707 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -765075.187500 Penalty: 918.488525
	Iteration 68Q: 3 clusters Score -765075.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -765075.875000 Penalty: 918.488525
	Iteration 69Q: 3 clusters Score -765075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -765076.000000 Penalty: 918.488525
	Iteration 70Q: 3 clusters Score -765076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23715 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -765075.062500 Penalty: 918.488525
	Iteration 71Q: 3 clusters Score -765075.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -765076.937500 Penalty: 918.488525
	Iteration 72Q: 3 clusters Score -765076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -765077.187500 Penalty: 918.488525
	Iteration 73Q: 3 clusters Score -765077.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -765077.187500 Penalty: 918.488525
	Iteration 74F: 3 clusters Score -765077.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Entering Unmasked Estep 
Score: -126881.562500 Penalty: 381.788177
	Iteration 0F: 2 clusters Score -126881.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -123879.203125 Penalty: 763.576355
	Iteration 0F: 3 clusters Score -123879.2 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -125255.132812 Penalty: 763.576355
	Iteration 1F: 3 clusters Score -125255.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -125578.460938 Penalty: 763.576355
	Iteration 2F: 3 clusters Score -125578.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -125907.648438 Penalty: 763.576355
	Iteration 3F: 3 clusters Score -125907.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -126168.195312 Penalty: 763.576355
	Iteration 4F: 3 clusters Score -126168.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -126305.109375 Penalty: 763.576355
	Iteration 5F: 3 clusters Score -126305.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -126368.593750 Penalty: 763.576355
	Iteration 6Q: 3 clusters Score -126368.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -126403.671875 Penalty: 763.576355
	Iteration 7Q: 3 clusters Score -126403.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -126433.484375 Penalty: 763.576355
	Iteration 8Q: 3 clusters Score -126433.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -126468.421875 Penalty: 763.576355
	Iteration 9Q: 3 clusters Score -126468.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -126510.515625 Penalty: 763.576355
	Iteration 10Q: 3 clusters Score -126510.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -126558.593750 Penalty: 763.576355
	Iteration 11Q: 3 clusters Score -126558.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -126610.226562 Penalty: 763.576355
	Iteration 12Q: 3 clusters Score -126610.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -126682.679688 Penalty: 763.576355
	Iteration 13Q: 3 clusters Score -126682.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -126768.203125 Penalty: 763.576355
	Iteration 14Q: 3 clusters Score -126768.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -126839.914062 Penalty: 763.576355
	Iteration 15Q: 3 clusters Score -126839.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -126893.218750 Penalty: 763.576355
	Iteration 16Q: 3 clusters Score -126893.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -126915.187500 Penalty: 763.576355
	Iteration 17Q: 3 clusters Score -126915.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -126925.406250 Penalty: 763.576355
	Iteration 18Q: 3 clusters Score -126925.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -126932.445312 Penalty: 763.576355
	Iteration 19Q: 3 clusters Score -126932.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -126935.312500 Penalty: 763.576355
	Iteration 20F: 3 clusters Score -126935.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -126936.437500 Penalty: 763.576355
	Iteration 21Q: 3 clusters Score -126936.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -126937.742188 Penalty: 763.576355
	Iteration 22Q: 3 clusters Score -126937.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -126938.585938 Penalty: 763.576355
	Iteration 23Q: 3 clusters Score -126938.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -126939.898438 Penalty: 763.576355
	Iteration 24Q: 3 clusters Score -126939.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -126940.617188 Penalty: 763.576355
	Iteration 25Q: 3 clusters Score -126940.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -126941.468750 Penalty: 763.576355
	Iteration 26Q: 3 clusters Score -126941.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -126943.625000 Penalty: 763.576355
	Iteration 27Q: 3 clusters Score -126943.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -126944.195312 Penalty: 763.576355
	Iteration 28Q: 3 clusters Score -126944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -126944.828125 Penalty: 763.576355
	Iteration 29Q: 3 clusters Score -126944.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -126945.304688 Penalty: 763.576355
	Iteration 30Q: 3 clusters Score -126945.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -126945.742188 Penalty: 763.576355
	Iteration 31Q: 3 clusters Score -126945.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -126946.062500 Penalty: 763.576355
	Iteration 32Q: 3 clusters Score -126946.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -126945.984375 Penalty: 763.576355
	Iteration 33Q: 3 clusters Score -126946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -126945.984375 Penalty: 763.576355
	Iteration 34F: 3 clusters Score -126946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 2959 members 
Mstep: Class 3 contains 24547 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 1804 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 120172 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 7812 members 
Mstep: Class 10 contains 153654 members 
Mstep: Class 11 contains 57845 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 24180 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 1957 members 
Mstep: Class 16 contains 9263 members 
Mstep: Class 17 contains 21904 members 
Mstep: Class 18 contains 7548 members 
Mstep: Class 19 contains 19832 members 
Mstep: Class 20 contains 15097 members 
Mstep: Class 21 contains 105 members 
Mstep: Class 22 contains 2744 members 
Mstep: Class 23 contains 3470 members 
Entering Unmasked Estep 
Score: -15726614.000000 Penalty: 13779.833984
Splitting cluster 14 changes total score from -15725528.000000 to -15726614.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 15 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -63030.566406 Penalty: 344.852142
	Iteration 0F: 2 clusters Score -63030.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -61597.347656 Penalty: 689.704285
	Iteration 0F: 3 clusters Score -61597.35 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -62105.035156 Penalty: 689.704285
	Iteration 1F: 3 clusters Score -62105.04 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -62183.859375 Penalty: 689.704285
	Iteration 2F: 3 clusters Score -62183.86 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -62243.234375 Penalty: 689.704285
	Iteration 3F: 3 clusters Score -62243.23 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -62298.089844 Penalty: 689.704285
	Iteration 4Q: 3 clusters Score -62298.09 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -62344.398438 Penalty: 689.704285
	Iteration 5Q: 3 clusters Score -62344.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -62386.140625 Penalty: 689.704285
	Iteration 6Q: 3 clusters Score -62386.14 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -62415.972656 Penalty: 689.704285
	Iteration 7Q: 3 clusters Score -62415.97 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -62449.996094 Penalty: 689.704285
	Iteration 8Q: 3 clusters Score -62450 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -62487.671875 Penalty: 689.704285
	Iteration 9Q: 3 clusters Score -62487.67 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -62525.652344 Penalty: 689.704285
	Iteration 10Q: 3 clusters Score -62525.65 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -62552.093750 Penalty: 689.704285
	Iteration 11Q: 3 clusters Score -62552.09 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -62572.210938 Penalty: 689.704285
	Iteration 12Q: 3 clusters Score -62572.21 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -62588.339844 Penalty: 689.704285
	Iteration 13Q: 3 clusters Score -62588.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -62601.308594 Penalty: 689.704285
	Iteration 14Q: 3 clusters Score -62601.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -62613.062500 Penalty: 689.704285
	Iteration 15Q: 3 clusters Score -62613.06 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -62619.492188 Penalty: 689.704285
	Iteration 16Q: 3 clusters Score -62619.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -62622.742188 Penalty: 689.704285
	Iteration 17Q: 3 clusters Score -62622.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -62628.332031 Penalty: 689.704285
	Iteration 18Q: 3 clusters Score -62628.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -62636.492188 Penalty: 689.704285
	Iteration 19Q: 3 clusters Score -62636.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -62640.777344 Penalty: 689.704285
	Iteration 20F: 3 clusters Score -62640.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -62642.472656 Penalty: 689.704285
	Iteration 21Q: 3 clusters Score -62642.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -62645.656250 Penalty: 689.704285
	Iteration 22Q: 3 clusters Score -62645.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -62647.703125 Penalty: 689.704285
	Iteration 23Q: 3 clusters Score -62647.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -62649.277344 Penalty: 689.704285
	Iteration 24Q: 3 clusters Score -62649.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -62650.562500 Penalty: 689.704285
	Iteration 25Q: 3 clusters Score -62650.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -62651.101562 Penalty: 689.704285
	Iteration 26Q: 3 clusters Score -62651.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -62651.203125 Penalty: 689.704285
	Iteration 27Q: 3 clusters Score -62651.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -62651.417969 Penalty: 689.704285
	Iteration 28Q: 3 clusters Score -62651.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -62651.417969 Penalty: 689.704285
	Iteration 29F: 3 clusters Score -62651.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Entering Unmasked Estep 
Score: -272699.531250 Penalty: 415.587128
	Iteration 0F: 2 clusters Score -272699.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -266488.812500 Penalty: 831.174255
	Iteration 0F: 3 clusters Score -266488.8 nChanged 4337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -268963.687500 Penalty: 831.174255
	Iteration 1F: 3 clusters Score -268963.7 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -269187.031250 Penalty: 831.174255
	Iteration 2F: 3 clusters Score -269187 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -269472.906250 Penalty: 831.174255
	Iteration 3F: 3 clusters Score -269472.9 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -269879.718750 Penalty: 831.174255
	Iteration 4F: 3 clusters Score -269879.7 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -270312.875000 Penalty: 831.174255
	Iteration 5F: 3 clusters Score -270312.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -270684.281250 Penalty: 831.174255
	Iteration 6F: 3 clusters Score -270684.3 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -270947.312500 Penalty: 831.174255
	Iteration 7F: 3 clusters Score -270947.3 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -271099.906250 Penalty: 831.174255
	Iteration 8Q: 3 clusters Score -271099.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -271184.375000 Penalty: 831.174255
	Iteration 9Q: 3 clusters Score -271184.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -271230.718750 Penalty: 831.174255
	Iteration 10Q: 3 clusters Score -271230.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -271271.750000 Penalty: 831.174255
	Iteration 11Q: 3 clusters Score -271271.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -271306.625000 Penalty: 831.174255
	Iteration 12Q: 3 clusters Score -271306.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -271333.437500 Penalty: 831.174255
	Iteration 13Q: 3 clusters Score -271333.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -271362.500000 Penalty: 831.174255
	Iteration 14Q: 3 clusters Score -271362.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -271388.500000 Penalty: 831.174255
	Iteration 15Q: 3 clusters Score -271388.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -271410.531250 Penalty: 831.174255
	Iteration 16Q: 3 clusters Score -271410.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -271429.218750 Penalty: 831.174255
	Iteration 17Q: 3 clusters Score -271429.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -271447.281250 Penalty: 831.174255
	Iteration 18Q: 3 clusters Score -271447.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -271462.218750 Penalty: 831.174255
	Iteration 19Q: 3 clusters Score -271462.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -271479.187500 Penalty: 831.174255
	Iteration 20F: 3 clusters Score -271479.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -271490.687500 Penalty: 831.174255
	Iteration 21Q: 3 clusters Score -271490.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -271501.625000 Penalty: 831.174255
	Iteration 22Q: 3 clusters Score -271501.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -271513.250000 Penalty: 831.174255
	Iteration 23Q: 3 clusters Score -271513.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -271530.468750 Penalty: 831.174255
	Iteration 24Q: 3 clusters Score -271530.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -271552.000000 Penalty: 831.174255
	Iteration 25Q: 3 clusters Score -271552 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -271571.968750 Penalty: 831.174255
	Iteration 26Q: 3 clusters Score -271572 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -271587.437500 Penalty: 831.174255
	Iteration 27Q: 3 clusters Score -271587.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -271599.000000 Penalty: 831.174255
	Iteration 28Q: 3 clusters Score -271599 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -271608.062500 Penalty: 831.174255
	Iteration 29Q: 3 clusters Score -271608.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -271625.343750 Penalty: 831.174255
	Iteration 30Q: 3 clusters Score -271625.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -271639.218750 Penalty: 831.174255
	Iteration 31Q: 3 clusters Score -271639.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -271646.468750 Penalty: 831.174255
	Iteration 32Q: 3 clusters Score -271646.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -271653.062500 Penalty: 831.174255
	Iteration 33Q: 3 clusters Score -271653.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -271662.312500 Penalty: 831.174255
	Iteration 34Q: 3 clusters Score -271662.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -271674.406250 Penalty: 831.174255
	Iteration 35Q: 3 clusters Score -271674.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -271689.875000 Penalty: 831.174255
	Iteration 36Q: 3 clusters Score -271689.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -271702.343750 Penalty: 831.174255
	Iteration 37Q: 3 clusters Score -271702.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -271710.125000 Penalty: 831.174255
	Iteration 38Q: 3 clusters Score -271710.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -271714.375000 Penalty: 831.174255
	Iteration 39Q: 3 clusters Score -271714.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -271717.625000 Penalty: 831.174255
	Iteration 40F: 3 clusters Score -271717.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -271719.500000 Penalty: 831.174255
	Iteration 41Q: 3 clusters Score -271719.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -271722.093750 Penalty: 831.174255
	Iteration 42Q: 3 clusters Score -271722.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -271723.500000 Penalty: 831.174255
	Iteration 43Q: 3 clusters Score -271723.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -271724.562500 Penalty: 831.174255
	Iteration 44Q: 3 clusters Score -271724.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -271726.093750 Penalty: 831.174255
	Iteration 45Q: 3 clusters Score -271726.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -271726.968750 Penalty: 831.174255
	Iteration 46Q: 3 clusters Score -271727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -271727.531250 Penalty: 831.174255
	Iteration 47Q: 3 clusters Score -271727.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -271727.656250 Penalty: 831.174255
	Iteration 48Q: 3 clusters Score -271727.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -271728.000000 Penalty: 831.174255
	Iteration 49Q: 3 clusters Score -271728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -271728.125000 Penalty: 831.174255
	Iteration 50Q: 3 clusters Score -271728.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -271728.031250 Penalty: 831.174255
	Iteration 51Q: 3 clusters Score -271728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -271728.125000 Penalty: 831.174255
	Iteration 52Q: 3 clusters Score -271728.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -271728.375000 Penalty: 831.174255
	Iteration 53Q: 3 clusters Score -271728.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -271729.218750 Penalty: 831.174255
	Iteration 54Q: 3 clusters Score -271729.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -271728.875000 Penalty: 831.174255
	Iteration 55Q: 3 clusters Score -271728.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -271728.875000 Penalty: 831.174255
	Iteration 56F: 3 clusters Score -271728.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Entering Unmasked Estep 
Score: -693856.375000 Penalty: 454.746338
	Iteration 0F: 2 clusters Score -693856.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -679152.250000 Penalty: 909.492676
	Iteration 0F: 3 clusters Score -679152.2 nChanged 10379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11627 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -685493.250000 Penalty: 909.492676
	Iteration 1F: 3 clusters Score -685493.2 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -686019.062500 Penalty: 909.492676
	Iteration 2F: 3 clusters Score -686019.1 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -686607.375000 Penalty: 909.492676
	Iteration 3F: 3 clusters Score -686607.4 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -687247.125000 Penalty: 909.492676
	Iteration 4F: 3 clusters Score -687247.1 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -687994.125000 Penalty: 909.492676
	Iteration 5F: 3 clusters Score -687994.1 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -688865.062500 Penalty: 909.492676
	Iteration 6F: 3 clusters Score -688865.1 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -689866.062500 Penalty: 909.492676
	Iteration 7F: 3 clusters Score -689866.1 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -690866.250000 Penalty: 909.492676
	Iteration 8F: 3 clusters Score -690866.2 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -691705.375000 Penalty: 909.492676
	Iteration 9Q: 3 clusters Score -691705.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -692271.562500 Penalty: 909.492676
	Iteration 10Q: 3 clusters Score -692271.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -692604.750000 Penalty: 909.492676
	Iteration 11Q: 3 clusters Score -692604.8 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -692818.375000 Penalty: 909.492676
	Iteration 12Q: 3 clusters Score -692818.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -692955.125000 Penalty: 909.492676
	Iteration 13Q: 3 clusters Score -692955.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -693058.437500 Penalty: 909.492676
	Iteration 14Q: 3 clusters Score -693058.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -693122.625000 Penalty: 909.492676
	Iteration 15Q: 3 clusters Score -693122.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -693190.062500 Penalty: 909.492676
	Iteration 16Q: 3 clusters Score -693190.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -693244.750000 Penalty: 909.492676
	Iteration 17Q: 3 clusters Score -693244.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -693304.937500 Penalty: 909.492676
	Iteration 18Q: 3 clusters Score -693304.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -693349.187500 Penalty: 909.492676
	Iteration 19Q: 3 clusters Score -693349.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -693391.312500 Penalty: 909.492676
	Iteration 20F: 3 clusters Score -693391.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -693431.250000 Penalty: 909.492676
	Iteration 21Q: 3 clusters Score -693431.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -693457.125000 Penalty: 909.492676
	Iteration 22Q: 3 clusters Score -693457.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -693480.375000 Penalty: 909.492676
	Iteration 23Q: 3 clusters Score -693480.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -693495.812500 Penalty: 909.492676
	Iteration 24Q: 3 clusters Score -693495.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -693510.125000 Penalty: 909.492676
	Iteration 25Q: 3 clusters Score -693510.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -693519.687500 Penalty: 909.492676
	Iteration 26Q: 3 clusters Score -693519.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -693524.125000 Penalty: 909.492676
	Iteration 27Q: 3 clusters Score -693524.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -693527.687500 Penalty: 909.492676
	Iteration 28Q: 3 clusters Score -693527.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -693534.812500 Penalty: 909.492676
	Iteration 29Q: 3 clusters Score -693534.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -693537.062500 Penalty: 909.492676
	Iteration 30Q: 3 clusters Score -693537.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -693541.125000 Penalty: 909.492676
	Iteration 31Q: 3 clusters Score -693541.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -693548.375000 Penalty: 909.492676
	Iteration 32Q: 3 clusters Score -693548.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21601 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -693551.125000 Penalty: 909.492676
	Iteration 33Q: 3 clusters Score -693551.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -693551.687500 Penalty: 909.492676
	Iteration 34Q: 3 clusters Score -693551.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -693555.625000 Penalty: 909.492676
	Iteration 35Q: 3 clusters Score -693555.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -693556.187500 Penalty: 909.492676
	Iteration 36Q: 3 clusters Score -693556.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -693558.062500 Penalty: 909.492676
	Iteration 37Q: 3 clusters Score -693558.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -693560.500000 Penalty: 909.492676
	Iteration 38Q: 3 clusters Score -693560.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -693560.937500 Penalty: 909.492676
	Iteration 39Q: 3 clusters Score -693560.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -693562.312500 Penalty: 909.492676
	Iteration 40F: 3 clusters Score -693562.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -693563.875000 Penalty: 909.492676
	Iteration 41Q: 3 clusters Score -693563.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -693565.625000 Penalty: 909.492676
	Iteration 42Q: 3 clusters Score -693565.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -693568.187500 Penalty: 909.492676
	Iteration 43Q: 3 clusters Score -693568.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21647 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -693569.875000 Penalty: 909.492676
	Iteration 44Q: 3 clusters Score -693569.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21651 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -693570.562500 Penalty: 909.492676
	Iteration 45Q: 3 clusters Score -693570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -693570.312500 Penalty: 909.492676
	Iteration 46Q: 3 clusters Score -693570.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21653 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -693570.625000 Penalty: 909.492676
	Iteration 47Q: 3 clusters Score -693570.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -693571.375000 Penalty: 909.492676
	Iteration 48Q: 3 clusters Score -693571.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -693571.312500 Penalty: 909.492676
	Iteration 49Q: 3 clusters Score -693571.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21656 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -693571.062500 Penalty: 909.492676
	Iteration 50Q: 3 clusters Score -693571.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -693570.312500 Penalty: 909.492676
	Iteration 51Q: 3 clusters Score -693570.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -693570.312500 Penalty: 909.492676
	Iteration 52F: 3 clusters Score -693570.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Entering Unmasked Estep 
Score: -250490.218750 Penalty: 406.271240
	Iteration 0F: 2 clusters Score -250490.2 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 3693 members 
Entering Unmasked Estep 
Score: -245415.968750 Penalty: 812.542480
	Iteration 0F: 3 clusters Score -245416 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -247685.390625 Penalty: 812.542480
	Iteration 1F: 3 clusters Score -247685.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -248118.812500 Penalty: 812.542480
	Iteration 2F: 3 clusters Score -248118.8 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -248569.312500 Penalty: 812.542480
	Iteration 3F: 3 clusters Score -248569.3 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -249045.140625 Penalty: 812.542480
	Iteration 4F: 3 clusters Score -249045.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -249486.531250 Penalty: 812.542480
	Iteration 5F: 3 clusters Score -249486.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -249813.218750 Penalty: 812.542480
	Iteration 6Q: 3 clusters Score -249813.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -250001.562500 Penalty: 812.542480
	Iteration 7Q: 3 clusters Score -250001.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -250081.437500 Penalty: 812.542480
	Iteration 8Q: 3 clusters Score -250081.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -250113.890625 Penalty: 812.542480
	Iteration 9Q: 3 clusters Score -250113.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -250121.328125 Penalty: 812.542480
	Iteration 10Q: 3 clusters Score -250121.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -250132.718750 Penalty: 812.542480
	Iteration 11Q: 3 clusters Score -250132.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -250140.578125 Penalty: 812.542480
	Iteration 12Q: 3 clusters Score -250140.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -250147.125000 Penalty: 812.542480
	Iteration 13Q: 3 clusters Score -250147.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -250148.578125 Penalty: 812.542480
	Iteration 14Q: 3 clusters Score -250148.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -250149.734375 Penalty: 812.542480
	Iteration 15Q: 3 clusters Score -250149.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -250151.171875 Penalty: 812.542480
	Iteration 16Q: 3 clusters Score -250151.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -250152.375000 Penalty: 812.542480
	Iteration 17Q: 3 clusters Score -250152.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -250152.375000 Penalty: 812.542480
	Iteration 18F: 3 clusters Score -250152.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (19832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19832 members 
Entering Unmasked Estep 
Score: -660791.000000 Penalty: 450.224854
	Iteration 0F: 2 clusters Score -660791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -647593.750000 Penalty: 900.449707
	Iteration 0F: 3 clusters Score -647593.8 nChanged 9437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -653436.250000 Penalty: 900.449707
	Iteration 1F: 3 clusters Score -653436.2 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -654087.125000 Penalty: 900.449707
	Iteration 2F: 3 clusters Score -654087.1 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -655065.375000 Penalty: 900.449707
	Iteration 3F: 3 clusters Score -655065.4 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -656351.750000 Penalty: 900.449707
	Iteration 4F: 3 clusters Score -656351.8 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -657695.062500 Penalty: 900.449707
	Iteration 5F: 3 clusters Score -657695.1 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -658877.125000 Penalty: 900.449707
	Iteration 6F: 3 clusters Score -658877.1 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -659577.250000 Penalty: 900.449707
	Iteration 7Q: 3 clusters Score -659577.2 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -659954.187500 Penalty: 900.449707
	Iteration 8Q: 3 clusters Score -659954.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -660166.250000 Penalty: 900.449707
	Iteration 9Q: 3 clusters Score -660166.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -660282.500000 Penalty: 900.449707
	Iteration 10Q: 3 clusters Score -660282.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -660342.875000 Penalty: 900.449707
	Iteration 11Q: 3 clusters Score -660342.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -660367.062500 Penalty: 900.449707
	Iteration 12Q: 3 clusters Score -660367.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -660385.187500 Penalty: 900.449707
	Iteration 13Q: 3 clusters Score -660385.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -660392.500000 Penalty: 900.449707
	Iteration 14Q: 3 clusters Score -660392.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -660398.125000 Penalty: 900.449707
	Iteration 15Q: 3 clusters Score -660398.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -660405.125000 Penalty: 900.449707
	Iteration 16Q: 3 clusters Score -660405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -660405.875000 Penalty: 900.449707
	Iteration 17Q: 3 clusters Score -660405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -660406.687500 Penalty: 900.449707
	Iteration 18Q: 3 clusters Score -660406.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -660407.562500 Penalty: 900.449707
	Iteration 19Q: 3 clusters Score -660407.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -660410.500000 Penalty: 900.449707
	Iteration 20F: 3 clusters Score -660410.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -660410.750000 Penalty: 900.449707
	Iteration 21Q: 3 clusters Score -660410.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19770 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -660410.750000 Penalty: 900.449707
	Iteration 22F: 3 clusters Score -660410.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (15097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Entering Unmasked Estep 
Score: -498358.000000 Penalty: 437.812439
	Iteration 0F: 2 clusters Score -498358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -488293.468750 Penalty: 875.624878
	Iteration 0F: 3 clusters Score -488293.5 nChanged 7104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -492255.718750 Penalty: 875.624878
	Iteration 1F: 3 clusters Score -492255.7 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -492474.218750 Penalty: 875.624878
	Iteration 2Q: 3 clusters Score -492474.2 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -492776.281250 Penalty: 875.624878
	Iteration 3F: 3 clusters Score -492776.3 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -493194.312500 Penalty: 875.624878
	Iteration 4F: 3 clusters Score -493194.3 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -493764.687500 Penalty: 875.624878
	Iteration 5F: 3 clusters Score -493764.7 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -494525.375000 Penalty: 875.624878
	Iteration 6F: 3 clusters Score -494525.4 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -495400.000000 Penalty: 875.624878
	Iteration 7F: 3 clusters Score -495400 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -496422.437500 Penalty: 875.624878
	Iteration 8F: 3 clusters Score -496422.4 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -497440.531250 Penalty: 875.624878
	Iteration 9Q: 3 clusters Score -497440.5 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -498005.937500 Penalty: 875.624878
	Iteration 10Q: 3 clusters Score -498005.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -498181.593750 Penalty: 875.624878
	Iteration 11Q: 3 clusters Score -498181.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -498238.656250 Penalty: 875.624878
	Iteration 12Q: 3 clusters Score -498238.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -498263.375000 Penalty: 875.624878
	Iteration 13Q: 3 clusters Score -498263.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -498274.468750 Penalty: 875.624878
	Iteration 14Q: 3 clusters Score -498274.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -498282.781250 Penalty: 875.624878
	Iteration 15Q: 3 clusters Score -498282.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -498285.656250 Penalty: 875.624878
	Iteration 16Q: 3 clusters Score -498285.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -498288.625000 Penalty: 875.624878
	Iteration 17Q: 3 clusters Score -498288.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -498289.812500 Penalty: 875.624878
	Iteration 18Q: 3 clusters Score -498289.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -498290.687500 Penalty: 875.624878
	Iteration 19Q: 3 clusters Score -498290.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -498292.187500 Penalty: 875.624878
	Iteration 20F: 3 clusters Score -498292.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -498291.250000 Penalty: 875.624878
	Iteration 21Q: 3 clusters Score -498291.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -498292.468750 Penalty: 875.624878
	Iteration 22Q: 3 clusters Score -498292.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -498292.406250 Penalty: 875.624878
	Iteration 23Q: 3 clusters Score -498292.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -498291.937500 Penalty: 875.624878
	Iteration 24Q: 3 clusters Score -498291.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -498292.125000 Penalty: 875.624878
	Iteration 25Q: 3 clusters Score -498292.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -498292.156250 Penalty: 875.624878
	Iteration 26Q: 3 clusters Score -498292.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -498293.687500 Penalty: 875.624878
	Iteration 27Q: 3 clusters Score -498293.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -498293.875000 Penalty: 875.624878
	Iteration 28Q: 3 clusters Score -498293.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -498292.875000 Penalty: 875.624878
	Iteration 29Q: 3 clusters Score -498292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -498293.218750 Penalty: 875.624878
	Iteration 30Q: 3 clusters Score -498293.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -498291.968750 Penalty: 875.624878
	Iteration 31Q: 3 clusters Score -498292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -498293.875000 Penalty: 875.624878
	Iteration 32Q: 3 clusters Score -498293.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -498293.250000 Penalty: 875.624878
	Iteration 33Q: 3 clusters Score -498293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -498293.250000 Penalty: 875.624878
	Iteration 34F: 3 clusters Score -498293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 2959 members 
Mstep: Class 3 contains 24547 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 1804 members 
Mstep: Class 6 contains 2787 members 
Mstep: Class 7 contains 120172 members 
Mstep: Class 8 contains 2199 members 
Mstep: Class 9 contains 7812 members 
Mstep: Class 10 contains 153654 members 
Mstep: Class 11 contains 57845 members 
Mstep: Class 12 contains 5947 members 
Mstep: Class 13 contains 24180 members 
Mstep: Class 14 contains 937 members 
Mstep: Class 15 contains 1957 members 
Mstep: Class 16 contains 9263 members 
Mstep: Class 17 contains 21904 members 
Mstep: Class 18 contains 7548 members 
Mstep: Class 19 contains 19832 members 
Mstep: Class 20 contains 15097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727538.000000 Penalty: 13779.833984
Iteration 119Q: 24 clusters Score -1.572754e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 61 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 3095 members 
Mstep: Class 3 contains 24548 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 2821 members 
Mstep: Class 7 contains 120152 members 
Mstep: Class 8 contains 2216 members 
Mstep: Class 9 contains 7758 members 
Mstep: Class 10 contains 153713 members 
Mstep: Class 11 contains 57960 members 
Mstep: Class 12 contains 5954 members 
Mstep: Class 13 contains 24299 members 
Mstep: Class 14 contains 1034 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9174 members 
Mstep: Class 17 contains 21852 members 
Mstep: Class 18 contains 7552 members 
Mstep: Class 19 contains 19826 members 
Mstep: Class 20 contains 15108 members 
Mstep: Class 21 contains 101 members 
Mstep: Class 22 contains 2510 members 
Mstep: Class 23 contains 3315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728675.000000 Penalty: 13779.833984
Iteration 120F: 24 clusters Score -1.572868e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 3192 members 
Mstep: Class 3 contains 24508 members 
Mstep: Class 4 contains 4967 members 
Mstep: Class 5 contains 1812 members 
Mstep: Class 6 contains 2836 members 
Mstep: Class 7 contains 120153 members 
Mstep: Class 8 contains 2231 members 
Mstep: Class 9 contains 7692 members 
Mstep: Class 10 contains 153434 members 
Mstep: Class 11 contains 57907 members 
Mstep: Class 12 contains 5940 members 
Mstep: Class 13 contains 24385 members 
Mstep: Class 14 contains 1107 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9115 members 
Mstep: Class 17 contains 21802 members 
Mstep: Class 18 contains 7551 members 
Mstep: Class 19 contains 19834 members 
Mstep: Class 20 contains 15095 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 2739 members 
Mstep: Class 23 contains 3375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729222.000000 Penalty: 13779.833984
Iteration 121Q: 24 clusters Score -1.572922e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 31225 members 
Mstep: Class 2 contains 3293 members 
Mstep: Class 3 contains 24466 members 
Mstep: Class 4 contains 5016 members 
Mstep: Class 5 contains 1811 members 
Mstep: Class 6 contains 2867 members 
Mstep: Class 7 contains 120125 members 
Mstep: Class 8 contains 2239 members 
Mstep: Class 9 contains 7620 members 
Mstep: Class 10 contains 153246 members 
Mstep: Class 11 contains 57897 members 
Mstep: Class 12 contains 5934 members 
Mstep: Class 13 contains 24442 members 
Mstep: Class 14 contains 1161 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9101 members 
Mstep: Class 17 contains 21749 members 
Mstep: Class 18 contains 7552 members 
Mstep: Class 19 contains 19847 members 
Mstep: Class 20 contains 15062 members 
Mstep: Class 21 contains 148 members 
Mstep: Class 22 contains 2874 members 
Mstep: Class 23 contains 3434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729480.000000 Penalty: 13779.833984
Iteration 122Q: 24 clusters Score -1.572948e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 3392 members 
Mstep: Class 3 contains 24438 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 2872 members 
Mstep: Class 7 contains 120100 members 
Mstep: Class 8 contains 2248 members 
Mstep: Class 9 contains 7578 members 
Mstep: Class 10 contains 153102 members 
Mstep: Class 11 contains 57904 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 24522 members 
Mstep: Class 14 contains 1207 members 
Mstep: Class 15 contains 1965 members 
Mstep: Class 16 contains 9096 members 
Mstep: Class 17 contains 21697 members 
Mstep: Class 18 contains 7562 members 
Mstep: Class 19 contains 19864 members 
Mstep: Class 20 contains 15010 members 
Mstep: Class 21 contains 151 members 
Mstep: Class 22 contains 2961 members 
Mstep: Class 23 contains 3471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729628.000000 Penalty: 13779.833984
Iteration 123Q: 24 clusters Score -1.572963e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 3483 members 
Mstep: Class 3 contains 24400 members 
Mstep: Class 4 contains 5045 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 2878 members 
Mstep: Class 7 contains 120073 members 
Mstep: Class 8 contains 2265 members 
Mstep: Class 9 contains 7541 members 
Mstep: Class 10 contains 152975 members 
Mstep: Class 11 contains 57949 members 
Mstep: Class 12 contains 5906 members 
Mstep: Class 13 contains 24615 members 
Mstep: Class 14 contains 1253 members 
Mstep: Class 15 contains 1966 members 
Mstep: Class 16 contains 9063 members 
Mstep: Class 17 contains 21667 members 
Mstep: Class 18 contains 7574 members 
Mstep: Class 19 contains 19879 members 
Mstep: Class 20 contains 14983 members 
Mstep: Class 21 contains 158 members 
Mstep: Class 22 contains 3017 members 
Mstep: Class 23 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729763.000000 Penalty: 13779.833984
Iteration 124Q: 24 clusters Score -1.572976e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 3560 members 
Mstep: Class 3 contains 24366 members 
Mstep: Class 4 contains 5063 members 
Mstep: Class 5 contains 1809 members 
Mstep: Class 6 contains 2885 members 
Mstep: Class 7 contains 120039 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 7504 members 
Mstep: Class 10 contains 152882 members 
Mstep: Class 11 contains 57996 members 
Mstep: Class 12 contains 5887 members 
Mstep: Class 13 contains 24707 members 
Mstep: Class 14 contains 1289 members 
Mstep: Class 15 contains 1965 members 
Mstep: Class 16 contains 9031 members 
Mstep: Class 17 contains 21629 members 
Mstep: Class 18 contains 7588 members 
Mstep: Class 19 contains 19896 members 
Mstep: Class 20 contains 14956 members 
Mstep: Class 21 contains 162 members 
Mstep: Class 22 contains 3056 members 
Mstep: Class 23 contains 3495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729806.000000 Penalty: 13779.833984
Iteration 125Q: 24 clusters Score -1.572981e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 30958 members 
Mstep: Class 2 contains 3645 members 
Mstep: Class 3 contains 24321 members 
Mstep: Class 4 contains 5069 members 
Mstep: Class 5 contains 1810 members 
Mstep: Class 6 contains 2889 members 
Mstep: Class 7 contains 120013 members 
Mstep: Class 8 contains 2303 members 
Mstep: Class 9 contains 7474 members 
Mstep: Class 10 contains 152773 members 
Mstep: Class 11 contains 58040 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 24802 members 
Mstep: Class 14 contains 1334 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 16 contains 8986 members 
Mstep: Class 17 contains 21597 members 
Mstep: Class 18 contains 7597 members 
Mstep: Class 19 contains 19915 members 
Mstep: Class 20 contains 14930 members 
Mstep: Class 21 contains 163 members 
Mstep: Class 22 contains 3102 members 
Mstep: Class 23 contains 3509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729892.000000 Penalty: 13779.833984
Iteration 126Q: 24 clusters Score -1.572989e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 30915 members 
Mstep: Class 2 contains 3726 members 
Mstep: Class 3 contains 24264 members 
Mstep: Class 4 contains 5067 members 
Mstep: Class 5 contains 1809 members 
Mstep: Class 6 contains 2895 members 
Mstep: Class 7 contains 120005 members 
Mstep: Class 8 contains 2318 members 
Mstep: Class 9 contains 7429 members 
Mstep: Class 10 contains 152671 members 
Mstep: Class 11 contains 58068 members 
Mstep: Class 12 contains 5862 members 
Mstep: Class 13 contains 24885 members 
Mstep: Class 14 contains 1384 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 16 contains 8955 members 
Mstep: Class 17 contains 21554 members 
Mstep: Class 18 contains 7607 members 
Mstep: Class 19 contains 19938 members 
Mstep: Class 20 contains 14913 members 
Mstep: Class 21 contains 164 members 
Mstep: Class 22 contains 3135 members 
Mstep: Class 23 contains 3530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729958.000000 Penalty: 13779.833984
Iteration 127Q: 24 clusters Score -1.572996e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 30884 members 
Mstep: Class 2 contains 3805 members 
Mstep: Class 3 contains 24194 members 
Mstep: Class 4 contains 5071 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 2904 members 
Mstep: Class 7 contains 120003 members 
Mstep: Class 8 contains 2332 members 
Mstep: Class 9 contains 7395 members 
Mstep: Class 10 contains 152578 members 
Mstep: Class 11 contains 58103 members 
Mstep: Class 12 contains 5845 members 
Mstep: Class 13 contains 24960 members 
Mstep: Class 14 contains 1435 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 16 contains 8927 members 
Mstep: Class 17 contains 21506 members 
Mstep: Class 18 contains 7617 members 
Mstep: Class 19 contains 19965 members 
Mstep: Class 20 contains 14901 members 
Mstep: Class 21 contains 165 members 
Mstep: Class 22 contains 3159 members 
Mstep: Class 23 contains 3546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730092.000000 Penalty: 13779.833984
Iteration 128Q: 24 clusters Score -1.573009e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 3874 members 
Mstep: Class 3 contains 24134 members 
Mstep: Class 4 contains 5069 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 7 contains 119991 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 7362 members 
Mstep: Class 10 contains 152478 members 
Mstep: Class 11 contains 58131 members 
Mstep: Class 12 contains 5838 members 
Mstep: Class 13 contains 25032 members 
Mstep: Class 14 contains 1474 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 16 contains 8930 members 
Mstep: Class 17 contains 21443 members 
Mstep: Class 18 contains 7620 members 
Mstep: Class 19 contains 20004 members 
Mstep: Class 20 contains 14886 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 3182 members 
Mstep: Class 23 contains 3570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730112.000000 Penalty: 13779.833984
Iteration 129Q: 24 clusters Score -1.573011e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 30829 members 
Mstep: Class 2 contains 3943 members 
Mstep: Class 3 contains 24084 members 
Mstep: Class 4 contains 5067 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 2892 members 
Mstep: Class 7 contains 119973 members 
Mstep: Class 8 contains 2366 members 
Mstep: Class 9 contains 7333 members 
Mstep: Class 10 contains 152389 members 
Mstep: Class 11 contains 58147 members 
Mstep: Class 12 contains 5829 members 
Mstep: Class 13 contains 25108 members 
Mstep: Class 14 contains 1506 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 16 contains 8941 members 
Mstep: Class 17 contains 21377 members 
Mstep: Class 18 contains 7627 members 
Mstep: Class 19 contains 20061 members 
Mstep: Class 20 contains 14874 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 3199 members 
Mstep: Class 23 contains 3591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730115.000000 Penalty: 13779.833984
Iteration 130Q: 24 clusters Score -1.573012e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 30793 members 
Mstep: Class 2 contains 3999 members 
Mstep: Class 3 contains 24050 members 
Mstep: Class 4 contains 5066 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 2890 members 
Mstep: Class 7 contains 119962 members 
Mstep: Class 8 contains 2374 members 
Mstep: Class 9 contains 7305 members 
Mstep: Class 10 contains 152318 members 
Mstep: Class 11 contains 58174 members 
Mstep: Class 12 contains 5821 members 
Mstep: Class 13 contains 25157 members 
Mstep: Class 14 contains 1537 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 16 contains 8940 members 
Mstep: Class 17 contains 21315 members 
Mstep: Class 18 contains 7630 members 
Mstep: Class 19 contains 20113 members 
Mstep: Class 20 contains 14867 members 
Mstep: Class 21 contains 171 members 
Mstep: Class 22 contains 3208 members 
Mstep: Class 23 contains 3612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730189.000000 Penalty: 13779.833984
Iteration 131Q: 24 clusters Score -1.573019e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 4042 members 
Mstep: Class 3 contains 24006 members 
Mstep: Class 4 contains 5057 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 2900 members 
Mstep: Class 7 contains 119943 members 
Mstep: Class 8 contains 2383 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 152264 members 
Mstep: Class 11 contains 58202 members 
Mstep: Class 12 contains 5812 members 
Mstep: Class 13 contains 25197 members 
Mstep: Class 14 contains 1570 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 16 contains 8938 members 
Mstep: Class 17 contains 21272 members 
Mstep: Class 18 contains 7645 members 
Mstep: Class 19 contains 20155 members 
Mstep: Class 20 contains 14857 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 3231 members 
Mstep: Class 23 contains 3626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730253.000000 Penalty: 13779.833984
Iteration 132Q: 24 clusters Score -1.573025e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 4073 members 
Mstep: Class 3 contains 23976 members 
Mstep: Class 4 contains 5049 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 2903 members 
Mstep: Class 7 contains 119928 members 
Mstep: Class 8 contains 2391 members 
Mstep: Class 9 contains 7256 members 
Mstep: Class 10 contains 152223 members 
Mstep: Class 11 contains 58231 members 
Mstep: Class 12 contains 5804 members 
Mstep: Class 13 contains 25232 members 
Mstep: Class 14 contains 1597 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 16 contains 8940 members 
Mstep: Class 17 contains 21241 members 
Mstep: Class 18 contains 7661 members 
Mstep: Class 19 contains 20185 members 
Mstep: Class 20 contains 14838 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 3638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730271.000000 Penalty: 13779.833984
Iteration 133Q: 24 clusters Score -1.573027e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 4118 members 
Mstep: Class 3 contains 23960 members 
Mstep: Class 4 contains 5035 members 
Mstep: Class 5 contains 1802 members 
Mstep: Class 6 contains 2913 members 
Mstep: Class 7 contains 119920 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 7231 members 
Mstep: Class 10 contains 152168 members 
Mstep: Class 11 contains 58264 members 
Mstep: Class 12 contains 5799 members 
Mstep: Class 13 contains 25267 members 
Mstep: Class 14 contains 1614 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 16 contains 8949 members 
Mstep: Class 17 contains 21218 members 
Mstep: Class 18 contains 7667 members 
Mstep: Class 19 contains 20203 members 
Mstep: Class 20 contains 14820 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 3253 members 
Mstep: Class 23 contains 3649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730352.000000 Penalty: 13779.833984
Iteration 134Q: 24 clusters Score -1.573035e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 4148 members 
Mstep: Class 3 contains 23929 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 2927 members 
Mstep: Class 7 contains 119907 members 
Mstep: Class 8 contains 2417 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 152120 members 
Mstep: Class 11 contains 58301 members 
Mstep: Class 12 contains 5788 members 
Mstep: Class 13 contains 25301 members 
Mstep: Class 14 contains 1640 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 16 contains 8950 members 
Mstep: Class 17 contains 21183 members 
Mstep: Class 18 contains 7676 members 
Mstep: Class 19 contains 20229 members 
Mstep: Class 20 contains 14817 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 3658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730446.000000 Penalty: 13779.833984
Iteration 135Q: 24 clusters Score -1.573045e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 4162 members 
Mstep: Class 3 contains 23912 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 2940 members 
Mstep: Class 7 contains 119889 members 
Mstep: Class 8 contains 2426 members 
Mstep: Class 9 contains 7199 members 
Mstep: Class 10 contains 152079 members 
Mstep: Class 11 contains 58348 members 
Mstep: Class 12 contains 5773 members 
Mstep: Class 13 contains 25327 members 
Mstep: Class 14 contains 1664 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 16 contains 8938 members 
Mstep: Class 17 contains 21164 members 
Mstep: Class 18 contains 7690 members 
Mstep: Class 19 contains 20245 members 
Mstep: Class 20 contains 14812 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 3668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730443.000000 Penalty: 13779.833984
Iteration 136Q: 24 clusters Score -1.573044e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 4184 members 
Mstep: Class 3 contains 23896 members 
Mstep: Class 4 contains 5020 members 
Mstep: Class 5 contains 1804 members 
Mstep: Class 6 contains 2953 members 
Mstep: Class 7 contains 119857 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 7191 members 
Mstep: Class 10 contains 152029 members 
Mstep: Class 11 contains 58398 members 
Mstep: Class 12 contains 5758 members 
Mstep: Class 13 contains 25356 members 
Mstep: Class 14 contains 1681 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 16 contains 8928 members 
Mstep: Class 17 contains 21124 members 
Mstep: Class 18 contains 7703 members 
Mstep: Class 19 contains 20280 members 
Mstep: Class 20 contains 14812 members 
Mstep: Class 21 contains 170 members 
Mstep: Class 22 contains 3271 members 
Mstep: Class 23 contains 3682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730490.000000 Penalty: 13779.833984
Iteration 137Q: 24 clusters Score -1.573049e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 4209 members 
Mstep: Class 3 contains 23859 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 1805 members 
Mstep: Class 6 contains 2963 members 
Mstep: Class 7 contains 119826 members 
Mstep: Class 8 contains 2452 members 
Mstep: Class 9 contains 7184 members 
Mstep: Class 10 contains 151972 members 
Mstep: Class 11 contains 58449 members 
Mstep: Class 12 contains 5750 members 
Mstep: Class 13 contains 25394 members 
Mstep: Class 14 contains 1702 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 16 contains 8907 members 
Mstep: Class 17 contains 21091 members 
Mstep: Class 18 contains 7720 members 
Mstep: Class 19 contains 20312 members 
Mstep: Class 20 contains 14818 members 
Mstep: Class 21 contains 169 members 
Mstep: Class 22 contains 3273 members 
Mstep: Class 23 contains 3700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730476.000000 Penalty: 13779.833984
Iteration 138Q: 24 clusters Score -1.573048e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 4232 members 
Mstep: Class 3 contains 23830 members 
Mstep: Class 4 contains 5018 members 
Mstep: Class 5 contains 1806 members 
Mstep: Class 6 contains 2972 members 
Mstep: Class 7 contains 119796 members 
Mstep: Class 8 contains 2461 members 
Mstep: Class 9 contains 7164 members 
Mstep: Class 10 contains 151929 members 
Mstep: Class 11 contains 58505 members 
Mstep: Class 12 contains 5741 members 
Mstep: Class 13 contains 25418 members 
Mstep: Class 14 contains 1714 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 16 contains 8887 members 
Mstep: Class 17 contains 21065 members 
Mstep: Class 18 contains 7725 members 
Mstep: Class 19 contains 20341 members 
Mstep: Class 20 contains 14816 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 3283 members 
Mstep: Class 23 contains 3721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730490.000000 Penalty: 13779.833984
Iteration 139Q: 24 clusters Score -1.573049e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 4254 members 
Mstep: Class 3 contains 23785 members 
Mstep: Class 4 contains 5016 members 
Mstep: Class 5 contains 1807 members 
Mstep: Class 6 contains 2983 members 
Mstep: Class 7 contains 119777 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 7152 members 
Mstep: Class 10 contains 151893 members 
Mstep: Class 11 contains 58531 members 
Mstep: Class 12 contains 5737 members 
Mstep: Class 13 contains 25426 members 
Mstep: Class 14 contains 1731 members 
Mstep: Class 15 contains 1968 members 
Mstep: Class 16 contains 8882 members 
Mstep: Class 17 contains 21042 members 
Mstep: Class 18 contains 7722 members 
Mstep: Class 19 contains 20365 members 
Mstep: Class 20 contains 14820 members 
Mstep: Class 21 contains 168 members 
Mstep: Class 22 contains 3296 members 
Mstep: Class 23 contains 3746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730683.000000 Penalty: 13779.833984
Iteration 140F: 24 clusters Score -1.573068e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30488 members 
Mstep: Class 2 contains 4279 members 
Mstep: Class 3 contains 23757 members 
Mstep: Class 4 contains 5008 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 2991 members 
Mstep: Class 7 contains 119750 members 
Mstep: Class 8 contains 2471 members 
Mstep: Class 9 contains 7143 members 
Mstep: Class 10 contains 151857 members 
Mstep: Class 11 contains 58565 members 
Mstep: Class 12 contains 5731 members 
Mstep: Class 13 contains 25441 members 
Mstep: Class 14 contains 1745 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 16 contains 8870 members 
Mstep: Class 17 contains 21018 members 
Mstep: Class 18 contains 7729 members 
Mstep: Class 19 contains 20389 members 
Mstep: Class 20 contains 14821 members 
Mstep: Class 21 contains 187 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 3766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730819.000000 Penalty: 13779.833984
Iteration 141Q: 24 clusters Score -1.573082e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 4300 members 
Mstep: Class 3 contains 23738 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 1809 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 119724 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 151818 members 
Mstep: Class 11 contains 58602 members 
Mstep: Class 12 contains 5719 members 
Mstep: Class 13 contains 25462 members 
Mstep: Class 14 contains 1751 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 16 contains 8859 members 
Mstep: Class 17 contains 21005 members 
Mstep: Class 18 contains 7732 members 
Mstep: Class 19 contains 20407 members 
Mstep: Class 20 contains 14819 members 
Mstep: Class 21 contains 190 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 3778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730775.000000 Penalty: 13779.833984
Iteration 142Q: 24 clusters Score -1.573078e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 4330 members 
Mstep: Class 3 contains 23720 members 
Mstep: Class 4 contains 5013 members 
Mstep: Class 5 contains 1809 members 
Mstep: Class 6 contains 3003 members 
Mstep: Class 7 contains 119700 members 
Mstep: Class 8 contains 2473 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 151783 members 
Mstep: Class 11 contains 58640 members 
Mstep: Class 12 contains 5706 members 
Mstep: Class 13 contains 25472 members 
Mstep: Class 14 contains 1755 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 20991 members 
Mstep: Class 18 contains 7733 members 
Mstep: Class 19 contains 20425 members 
Mstep: Class 20 contains 14822 members 
Mstep: Class 21 contains 196 members 
Mstep: Class 22 contains 3314 members 
Mstep: Class 23 contains 3798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730801.000000 Penalty: 13779.833984
Iteration 143Q: 24 clusters Score -1.57308e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 4355 members 
Mstep: Class 3 contains 23706 members 
Mstep: Class 4 contains 5020 members 
Mstep: Class 5 contains 1809 members 
Mstep: Class 6 contains 3004 members 
Mstep: Class 7 contains 119688 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 7105 members 
Mstep: Class 10 contains 151762 members 
Mstep: Class 11 contains 58669 members 
Mstep: Class 12 contains 5701 members 
Mstep: Class 13 contains 25475 members 
Mstep: Class 14 contains 1760 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 20983 members 
Mstep: Class 18 contains 7734 members 
Mstep: Class 19 contains 20438 members 
Mstep: Class 20 contains 14816 members 
Mstep: Class 21 contains 202 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 3819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730813.000000 Penalty: 13779.833984
Iteration 144Q: 24 clusters Score -1.573081e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 4382 members 
Mstep: Class 3 contains 23695 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 1809 members 
Mstep: Class 6 contains 3007 members 
Mstep: Class 7 contains 119681 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 7089 members 
Mstep: Class 10 contains 151738 members 
Mstep: Class 11 contains 58683 members 
Mstep: Class 12 contains 5686 members 
Mstep: Class 13 contains 25482 members 
Mstep: Class 14 contains 1761 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 20974 members 
Mstep: Class 18 contains 7737 members 
Mstep: Class 19 contains 20453 members 
Mstep: Class 20 contains 14812 members 
Mstep: Class 21 contains 207 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730887.000000 Penalty: 13779.833984
Iteration 145Q: 24 clusters Score -1.573089e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 4401 members 
Mstep: Class 3 contains 23680 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 1810 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 119672 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 7072 members 
Mstep: Class 10 contains 151720 members 
Mstep: Class 11 contains 58692 members 
Mstep: Class 12 contains 5667 members 
Mstep: Class 13 contains 25500 members 
Mstep: Class 14 contains 1764 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 16 contains 8830 members 
Mstep: Class 17 contains 20963 members 
Mstep: Class 18 contains 7744 members 
Mstep: Class 19 contains 20464 members 
Mstep: Class 20 contains 14811 members 
Mstep: Class 21 contains 220 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 3856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730900.000000 Penalty: 13779.833984
Iteration 146Q: 24 clusters Score -1.57309e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 4412 members 
Mstep: Class 3 contains 23670 members 
Mstep: Class 4 contains 5035 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 3032 members 
Mstep: Class 7 contains 119673 members 
Mstep: Class 8 contains 2476 members 
Mstep: Class 9 contains 7061 members 
Mstep: Class 10 contains 151706 members 
Mstep: Class 11 contains 58708 members 
Mstep: Class 12 contains 5651 members 
Mstep: Class 13 contains 25517 members 
Mstep: Class 14 contains 1767 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 20953 members 
Mstep: Class 18 contains 7741 members 
Mstep: Class 19 contains 20476 members 
Mstep: Class 20 contains 14804 members 
Mstep: Class 21 contains 228 members 
Mstep: Class 22 contains 3319 members 
Mstep: Class 23 contains 3866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730919.000000 Penalty: 13779.833984
Iteration 147Q: 24 clusters Score -1.573092e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 4428 members 
Mstep: Class 3 contains 23657 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 5 contains 1808 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 119662 members 
Mstep: Class 8 contains 2481 members 
Mstep: Class 9 contains 7058 members 
Mstep: Class 10 contains 151679 members 
Mstep: Class 11 contains 58722 members 
Mstep: Class 12 contains 5640 members 
Mstep: Class 13 contains 25524 members 
Mstep: Class 14 contains 1769 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 20939 members 
Mstep: Class 18 contains 7744 members 
Mstep: Class 19 contains 20487 members 
Mstep: Class 20 contains 14799 members 
Mstep: Class 21 contains 232 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 3880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730964.000000 Penalty: 13779.833984
Iteration 148Q: 24 clusters Score -1.573096e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30375 members 
Mstep: Class 2 contains 4443 members 
Mstep: Class 3 contains 23641 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 5 contains 1805 members 
Mstep: Class 6 contains 3061 members 
Mstep: Class 7 contains 119647 members 
Mstep: Class 8 contains 2494 members 
Mstep: Class 9 contains 7042 members 
Mstep: Class 10 contains 151650 members 
Mstep: Class 11 contains 58737 members 
Mstep: Class 12 contains 5629 members 
Mstep: Class 13 contains 25536 members 
Mstep: Class 14 contains 1773 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 16 contains 8798 members 
Mstep: Class 17 contains 20935 members 
Mstep: Class 18 contains 7747 members 
Mstep: Class 19 contains 20494 members 
Mstep: Class 20 contains 14797 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 3324 members 
Mstep: Class 23 contains 3904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730983.000000 Penalty: 13779.833984
Iteration 149Q: 24 clusters Score -1.573098e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 4461 members 
Mstep: Class 3 contains 23617 members 
Mstep: Class 4 contains 5044 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 119624 members 
Mstep: Class 8 contains 2504 members 
Mstep: Class 9 contains 7019 members 
Mstep: Class 10 contains 151627 members 
Mstep: Class 11 contains 58765 members 
Mstep: Class 12 contains 5614 members 
Mstep: Class 13 contains 25548 members 
Mstep: Class 14 contains 1775 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 16 contains 8794 members 
Mstep: Class 17 contains 20935 members 
Mstep: Class 18 contains 7750 members 
Mstep: Class 19 contains 20507 members 
Mstep: Class 20 contains 14797 members 
Mstep: Class 21 contains 236 members 
Mstep: Class 22 contains 3328 members 
Mstep: Class 23 contains 3926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730942.000000 Penalty: 13779.833984
Iteration 150Q: 24 clusters Score -1.573094e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 4479 members 
Mstep: Class 3 contains 23594 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 3073 members 
Mstep: Class 7 contains 119599 members 
Mstep: Class 8 contains 2509 members 
Mstep: Class 9 contains 7011 members 
Mstep: Class 10 contains 151596 members 
Mstep: Class 11 contains 58799 members 
Mstep: Class 12 contains 5603 members 
Mstep: Class 13 contains 25559 members 
Mstep: Class 14 contains 1778 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 17 contains 20938 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 20512 members 
Mstep: Class 20 contains 14798 members 
Mstep: Class 21 contains 237 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 3944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730936.000000 Penalty: 13779.833984
Iteration 151Q: 24 clusters Score -1.573094e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 4498 members 
Mstep: Class 3 contains 23586 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 1802 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 119573 members 
Mstep: Class 8 contains 2514 members 
Mstep: Class 9 contains 7009 members 
Mstep: Class 10 contains 151571 members 
Mstep: Class 11 contains 58820 members 
Mstep: Class 12 contains 5590 members 
Mstep: Class 13 contains 25570 members 
Mstep: Class 14 contains 1777 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 16 contains 8785 members 
Mstep: Class 17 contains 20943 members 
Mstep: Class 18 contains 7750 members 
Mstep: Class 19 contains 20521 members 
Mstep: Class 20 contains 14793 members 
Mstep: Class 21 contains 237 members 
Mstep: Class 22 contains 3333 members 
Mstep: Class 23 contains 3964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730949.000000 Penalty: 13779.833984
Iteration 152Q: 24 clusters Score -1.573095e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 4518 members 
Mstep: Class 3 contains 23569 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 3087 members 
Mstep: Class 7 contains 119556 members 
Mstep: Class 8 contains 2514 members 
Mstep: Class 9 contains 7008 members 
Mstep: Class 10 contains 151536 members 
Mstep: Class 11 contains 58845 members 
Mstep: Class 12 contains 5579 members 
Mstep: Class 13 contains 25574 members 
Mstep: Class 14 contains 1780 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 16 contains 8783 members 
Mstep: Class 17 contains 20948 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 20530 members 
Mstep: Class 20 contains 14793 members 
Mstep: Class 21 contains 237 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 3983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730921.000000 Penalty: 13779.833984
Iteration 153Q: 24 clusters Score -1.573092e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 4530 members 
Mstep: Class 3 contains 23567 members 
Mstep: Class 4 contains 5035 members 
Mstep: Class 5 contains 1802 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 119546 members 
Mstep: Class 8 contains 2516 members 
Mstep: Class 9 contains 7011 members 
Mstep: Class 10 contains 151513 members 
Mstep: Class 11 contains 58858 members 
Mstep: Class 12 contains 5563 members 
Mstep: Class 13 contains 25579 members 
Mstep: Class 14 contains 1782 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 8770 members 
Mstep: Class 17 contains 20964 members 
Mstep: Class 18 contains 7749 members 
Mstep: Class 19 contains 20530 members 
Mstep: Class 20 contains 14787 members 
Mstep: Class 21 contains 237 members 
Mstep: Class 22 contains 3335 members 
Mstep: Class 23 contains 4002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730938.000000 Penalty: 13779.833984
Iteration 154Q: 24 clusters Score -1.573094e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 4542 members 
Mstep: Class 3 contains 23561 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 3098 members 
Mstep: Class 7 contains 119532 members 
Mstep: Class 8 contains 2516 members 
Mstep: Class 9 contains 7012 members 
Mstep: Class 10 contains 151493 members 
Mstep: Class 11 contains 58874 members 
Mstep: Class 12 contains 5550 members 
Mstep: Class 13 contains 25586 members 
Mstep: Class 14 contains 1785 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 8759 members 
Mstep: Class 17 contains 20979 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 20534 members 
Mstep: Class 20 contains 14784 members 
Mstep: Class 21 contains 237 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 4019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730932.000000 Penalty: 13779.833984
Iteration 155Q: 24 clusters Score -1.573093e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 4558 members 
Mstep: Class 3 contains 23567 members 
Mstep: Class 4 contains 5035 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 3104 members 
Mstep: Class 7 contains 119520 members 
Mstep: Class 8 contains 2515 members 
Mstep: Class 9 contains 7003 members 
Mstep: Class 10 contains 151471 members 
Mstep: Class 11 contains 58879 members 
Mstep: Class 12 contains 5539 members 
Mstep: Class 13 contains 25586 members 
Mstep: Class 14 contains 1787 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 8762 members 
Mstep: Class 17 contains 20993 members 
Mstep: Class 18 contains 7748 members 
Mstep: Class 19 contains 20535 members 
Mstep: Class 20 contains 14787 members 
Mstep: Class 21 contains 237 members 
Mstep: Class 22 contains 3332 members 
Mstep: Class 23 contains 4031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730938.000000 Penalty: 13779.833984
Iteration 156Q: 24 clusters Score -1.573094e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30300 members 
Mstep: Class 2 contains 4572 members 
Mstep: Class 3 contains 23572 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 1802 members 
Mstep: Class 6 contains 3113 members 
Mstep: Class 7 contains 119505 members 
Mstep: Class 8 contains 2515 members 
Mstep: Class 9 contains 6996 members 
Mstep: Class 10 contains 151452 members 
Mstep: Class 11 contains 58890 members 
Mstep: Class 12 contains 5525 members 
Mstep: Class 13 contains 25584 members 
Mstep: Class 14 contains 1789 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 8765 members 
Mstep: Class 17 contains 21002 members 
Mstep: Class 18 contains 7748 members 
Mstep: Class 19 contains 20542 members 
Mstep: Class 20 contains 14789 members 
Mstep: Class 21 contains 237 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 4037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730980.000000 Penalty: 13779.833984
Iteration 157Q: 24 clusters Score -1.573098e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 4582 members 
Mstep: Class 3 contains 23578 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 5 contains 1802 members 
Mstep: Class 6 contains 3118 members 
Mstep: Class 7 contains 119489 members 
Mstep: Class 8 contains 2520 members 
Mstep: Class 9 contains 6992 members 
Mstep: Class 10 contains 151431 members 
Mstep: Class 11 contains 58902 members 
Mstep: Class 12 contains 5511 members 
Mstep: Class 13 contains 25585 members 
Mstep: Class 14 contains 1791 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 8769 members 
Mstep: Class 17 contains 21013 members 
Mstep: Class 18 contains 7747 members 
Mstep: Class 19 contains 20542 members 
Mstep: Class 20 contains 14789 members 
Mstep: Class 21 contains 237 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 4043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731004.000000 Penalty: 13779.833984
Iteration 158Q: 24 clusters Score -1.5731e+07 nChanged 198
Entering ConstructFrom: 
Score: -15731004.000000 Penalty: 13779.833984
Entering ConstructFrom: 
Trying to split cluster 1 (30282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Entering Unmasked Estep 
Score: -989920.812500 Penalty: 469.483063
	Iteration 0F: 2 clusters Score -989920.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -969769.250000 Penalty: 938.966125
	Iteration 0F: 3 clusters Score -969769.2 nChanged 14430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -978198.062500 Penalty: 938.966125
	Iteration 1F: 3 clusters Score -978198.1 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -978708.000000 Penalty: 938.966125
	Iteration 2Q: 3 clusters Score -978708 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -979628.687500 Penalty: 938.966125
	Iteration 3F: 3 clusters Score -979628.7 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -981138.875000 Penalty: 938.966125
	Iteration 4F: 3 clusters Score -981138.9 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -983161.187500 Penalty: 938.966125
	Iteration 5F: 3 clusters Score -983161.2 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -985191.750000 Penalty: 938.966125
	Iteration 6F: 3 clusters Score -985191.8 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -986594.375000 Penalty: 938.966125
	Iteration 7F: 3 clusters Score -986594.4 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -987270.625000 Penalty: 938.966125
	Iteration 8Q: 3 clusters Score -987270.6 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -987691.062500 Penalty: 938.966125
	Iteration 9Q: 3 clusters Score -987691.1 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -988025.250000 Penalty: 938.966125
	Iteration 10Q: 3 clusters Score -988025.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25065 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -988293.500000 Penalty: 938.966125
	Iteration 11Q: 3 clusters Score -988293.5 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -988527.437500 Penalty: 938.966125
	Iteration 12Q: 3 clusters Score -988527.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25858 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -988733.250000 Penalty: 938.966125
	Iteration 13Q: 3 clusters Score -988733.2 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -988892.125000 Penalty: 938.966125
	Iteration 14Q: 3 clusters Score -988892.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -989023.125000 Penalty: 938.966125
	Iteration 15Q: 3 clusters Score -989023.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26755 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -989114.875000 Penalty: 938.966125
	Iteration 16Q: 3 clusters Score -989114.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -989187.437500 Penalty: 938.966125
	Iteration 17Q: 3 clusters Score -989187.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -989239.000000 Penalty: 938.966125
	Iteration 18Q: 3 clusters Score -989239 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27313 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -989271.875000 Penalty: 938.966125
	Iteration 19Q: 3 clusters Score -989271.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -989312.437500 Penalty: 938.966125
	Iteration 20F: 3 clusters Score -989312.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27633 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -989347.375000 Penalty: 938.966125
	Iteration 21Q: 3 clusters Score -989347.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -989382.312500 Penalty: 938.966125
	Iteration 22Q: 3 clusters Score -989382.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -989409.187500 Penalty: 938.966125
	Iteration 23Q: 3 clusters Score -989409.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -989444.250000 Penalty: 938.966125
	Iteration 24Q: 3 clusters Score -989444.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -989474.625000 Penalty: 938.966125
	Iteration 25Q: 3 clusters Score -989474.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28287 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -989510.812500 Penalty: 938.966125
	Iteration 26Q: 3 clusters Score -989510.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28387 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -989534.437500 Penalty: 938.966125
	Iteration 27Q: 3 clusters Score -989534.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -989556.875000 Penalty: 938.966125
	Iteration 28Q: 3 clusters Score -989556.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -989570.812500 Penalty: 938.966125
	Iteration 29Q: 3 clusters Score -989570.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -989589.000000 Penalty: 938.966125
	Iteration 30Q: 3 clusters Score -989589 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -989605.500000 Penalty: 938.966125
	Iteration 31Q: 3 clusters Score -989605.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28815 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -989615.937500 Penalty: 938.966125
	Iteration 32Q: 3 clusters Score -989615.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28888 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -989636.312500 Penalty: 938.966125
	Iteration 33Q: 3 clusters Score -989636.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -989653.312500 Penalty: 938.966125
	Iteration 34Q: 3 clusters Score -989653.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -989671.250000 Penalty: 938.966125
	Iteration 35Q: 3 clusters Score -989671.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -989681.875000 Penalty: 938.966125
	Iteration 36Q: 3 clusters Score -989681.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29120 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -989686.625000 Penalty: 938.966125
	Iteration 37Q: 3 clusters Score -989686.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -989688.562500 Penalty: 938.966125
	Iteration 38Q: 3 clusters Score -989688.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -989689.625000 Penalty: 938.966125
	Iteration 39Q: 3 clusters Score -989689.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29191 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -989695.187500 Penalty: 938.966125
	Iteration 40F: 3 clusters Score -989695.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -989695.875000 Penalty: 938.966125
	Iteration 41Q: 3 clusters Score -989695.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29210 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -989696.562500 Penalty: 938.966125
	Iteration 42Q: 3 clusters Score -989696.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29217 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -989696.187500 Penalty: 938.966125
	Iteration 43Q: 3 clusters Score -989696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -989696.187500 Penalty: 938.966125
	Iteration 44Q: 3 clusters Score -989696.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -989696.562500 Penalty: 938.966125
	Iteration 45Q: 3 clusters Score -989696.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -989697.500000 Penalty: 938.966125
	Iteration 46Q: 3 clusters Score -989697.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -989698.500000 Penalty: 938.966125
	Iteration 47Q: 3 clusters Score -989698.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -989698.250000 Penalty: 938.966125
	Iteration 48Q: 3 clusters Score -989698.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -989700.500000 Penalty: 938.966125
	Iteration 49Q: 3 clusters Score -989700.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29264 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -989702.500000 Penalty: 938.966125
	Iteration 50Q: 3 clusters Score -989702.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -989705.250000 Penalty: 938.966125
	Iteration 51Q: 3 clusters Score -989705.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -989707.187500 Penalty: 938.966125
	Iteration 52Q: 3 clusters Score -989707.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29296 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -989707.625000 Penalty: 938.966125
	Iteration 53Q: 3 clusters Score -989707.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -989709.687500 Penalty: 938.966125
	Iteration 54Q: 3 clusters Score -989709.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -989710.187500 Penalty: 938.966125
	Iteration 55Q: 3 clusters Score -989710.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -989712.187500 Penalty: 938.966125
	Iteration 56Q: 3 clusters Score -989712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -989712.125000 Penalty: 938.966125
	Iteration 57Q: 3 clusters Score -989712.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -989714.375000 Penalty: 938.966125
	Iteration 58Q: 3 clusters Score -989714.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -989714.062500 Penalty: 938.966125
	Iteration 59Q: 3 clusters Score -989714.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -989713.125000 Penalty: 938.966125
	Iteration 60F: 3 clusters Score -989713.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -989715.562500 Penalty: 938.966125
	Iteration 61Q: 3 clusters Score -989715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -989717.062500 Penalty: 938.966125
	Iteration 62Q: 3 clusters Score -989717.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -989715.937500 Penalty: 938.966125
	Iteration 63Q: 3 clusters Score -989715.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -989715.937500 Penalty: 938.966125
	Iteration 64F: 3 clusters Score -989715.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Entering Unmasked Estep 
Score: -134341.406250 Penalty: 383.679047
	Iteration 0F: 2 clusters Score -134341.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -131264.234375 Penalty: 767.358093
	Iteration 0F: 3 clusters Score -131264.2 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -132852.500000 Penalty: 767.358093
	Iteration 1F: 3 clusters Score -132852.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -133217.640625 Penalty: 767.358093
	Iteration 2F: 3 clusters Score -133217.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -133516.781250 Penalty: 767.358093
	Iteration 3F: 3 clusters Score -133516.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -133758.062500 Penalty: 767.358093
	Iteration 4F: 3 clusters Score -133758.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -133938.812500 Penalty: 767.358093
	Iteration 5F: 3 clusters Score -133938.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -134063.156250 Penalty: 767.358093
	Iteration 6Q: 3 clusters Score -134063.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -134135.546875 Penalty: 767.358093
	Iteration 7Q: 3 clusters Score -134135.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -134163.500000 Penalty: 767.358093
	Iteration 8Q: 3 clusters Score -134163.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -134182.421875 Penalty: 767.358093
	Iteration 9Q: 3 clusters Score -134182.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -134200.765625 Penalty: 767.358093
	Iteration 10Q: 3 clusters Score -134200.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -134208.828125 Penalty: 767.358093
	Iteration 11Q: 3 clusters Score -134208.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -134216.906250 Penalty: 767.358093
	Iteration 12Q: 3 clusters Score -134216.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -134222.281250 Penalty: 767.358093
	Iteration 13Q: 3 clusters Score -134222.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -134226.890625 Penalty: 767.358093
	Iteration 14Q: 3 clusters Score -134226.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -134231.562500 Penalty: 767.358093
	Iteration 15Q: 3 clusters Score -134231.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -134234.781250 Penalty: 767.358093
	Iteration 16Q: 3 clusters Score -134234.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -134237.203125 Penalty: 767.358093
	Iteration 17Q: 3 clusters Score -134237.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -134239.109375 Penalty: 767.358093
	Iteration 18Q: 3 clusters Score -134239.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -134240.875000 Penalty: 767.358093
	Iteration 19Q: 3 clusters Score -134240.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -134242.093750 Penalty: 767.358093
	Iteration 20F: 3 clusters Score -134242.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -134244.562500 Penalty: 767.358093
	Iteration 21Q: 3 clusters Score -134244.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -134246.437500 Penalty: 767.358093
	Iteration 22Q: 3 clusters Score -134246.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -134247.078125 Penalty: 767.358093
	Iteration 23Q: 3 clusters Score -134247.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -134247.156250 Penalty: 767.358093
	Iteration 24Q: 3 clusters Score -134247.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -134247.140625 Penalty: 767.358093
	Iteration 25Q: 3 clusters Score -134247.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -134247.343750 Penalty: 767.358093
	Iteration 26Q: 3 clusters Score -134247.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -134247.406250 Penalty: 767.358093
	Iteration 27Q: 3 clusters Score -134247.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -134247.406250 Penalty: 767.358093
	Iteration 28F: 3 clusters Score -134247.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Entering Unmasked Estep 
Score: -728870.687500 Penalty: 458.116455
	Iteration 0F: 2 clusters Score -728870.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -713162.562500 Penalty: 916.232910
	Iteration 0F: 3 clusters Score -713162.6 nChanged 11193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -719640.062500 Penalty: 916.232910
	Iteration 1F: 3 clusters Score -719640.1 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -719936.250000 Penalty: 916.232910
	Iteration 2Q: 3 clusters Score -719936.2 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -720271.625000 Penalty: 916.232910
	Iteration 3Q: 3 clusters Score -720271.6 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -720615.500000 Penalty: 916.232910
	Iteration 4Q: 3 clusters Score -720615.5 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -720955.187500 Penalty: 916.232910
	Iteration 5Q: 3 clusters Score -720955.2 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -721303.125000 Penalty: 916.232910
	Iteration 6Q: 3 clusters Score -721303.1 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -721670.812500 Penalty: 916.232910
	Iteration 7Q: 3 clusters Score -721670.8 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -722111.812500 Penalty: 916.232910
	Iteration 8Q: 3 clusters Score -722111.8 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15855 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -722700.062500 Penalty: 916.232910
	Iteration 9Q: 3 clusters Score -722700.1 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -723463.750000 Penalty: 916.232910
	Iteration 10F: 3 clusters Score -723463.8 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -724397.125000 Penalty: 916.232910
	Iteration 11F: 3 clusters Score -724397.1 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -725435.500000 Penalty: 916.232910
	Iteration 12F: 3 clusters Score -725435.5 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20329 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -726298.812500 Penalty: 916.232910
	Iteration 13Q: 3 clusters Score -726298.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -726872.187500 Penalty: 916.232910
	Iteration 14Q: 3 clusters Score -726872.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -727238.125000 Penalty: 916.232910
	Iteration 15Q: 3 clusters Score -727238.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -727514.062500 Penalty: 916.232910
	Iteration 16Q: 3 clusters Score -727514.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -727717.062500 Penalty: 916.232910
	Iteration 17Q: 3 clusters Score -727717.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -727866.687500 Penalty: 916.232910
	Iteration 18Q: 3 clusters Score -727866.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -728000.250000 Penalty: 916.232910
	Iteration 19Q: 3 clusters Score -728000.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -728106.625000 Penalty: 916.232910
	Iteration 20F: 3 clusters Score -728106.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -728190.500000 Penalty: 916.232910
	Iteration 21Q: 3 clusters Score -728190.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -728248.375000 Penalty: 916.232910
	Iteration 22Q: 3 clusters Score -728248.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -728296.125000 Penalty: 916.232910
	Iteration 23Q: 3 clusters Score -728296.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23219 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -728337.000000 Penalty: 916.232910
	Iteration 24Q: 3 clusters Score -728337 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -728367.250000 Penalty: 916.232910
	Iteration 25Q: 3 clusters Score -728367.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -728386.812500 Penalty: 916.232910
	Iteration 26Q: 3 clusters Score -728386.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -728400.250000 Penalty: 916.232910
	Iteration 27Q: 3 clusters Score -728400.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -728411.937500 Penalty: 916.232910
	Iteration 28Q: 3 clusters Score -728411.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -728419.375000 Penalty: 916.232910
	Iteration 29Q: 3 clusters Score -728419.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -728428.000000 Penalty: 916.232910
	Iteration 30Q: 3 clusters Score -728428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23391 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -728432.375000 Penalty: 916.232910
	Iteration 31Q: 3 clusters Score -728432.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -728436.875000 Penalty: 916.232910
	Iteration 32Q: 3 clusters Score -728436.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -728441.187500 Penalty: 916.232910
	Iteration 33Q: 3 clusters Score -728441.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -728445.937500 Penalty: 916.232910
	Iteration 34Q: 3 clusters Score -728445.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -728450.125000 Penalty: 916.232910
	Iteration 35Q: 3 clusters Score -728450.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -728452.187500 Penalty: 916.232910
	Iteration 36Q: 3 clusters Score -728452.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -728455.187500 Penalty: 916.232910
	Iteration 37Q: 3 clusters Score -728455.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -728456.937500 Penalty: 916.232910
	Iteration 38Q: 3 clusters Score -728456.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -728458.000000 Penalty: 916.232910
	Iteration 39Q: 3 clusters Score -728458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -728462.937500 Penalty: 916.232910
	Iteration 40F: 3 clusters Score -728462.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -728471.562500 Penalty: 916.232910
	Iteration 41Q: 3 clusters Score -728471.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -728475.562500 Penalty: 916.232910
	Iteration 42Q: 3 clusters Score -728475.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -728482.125000 Penalty: 916.232910
	Iteration 43Q: 3 clusters Score -728482.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -728487.937500 Penalty: 916.232910
	Iteration 44Q: 3 clusters Score -728487.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -728489.875000 Penalty: 916.232910
	Iteration 45Q: 3 clusters Score -728489.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -728491.062500 Penalty: 916.232910
	Iteration 46Q: 3 clusters Score -728491.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -728492.437500 Penalty: 916.232910
	Iteration 47Q: 3 clusters Score -728492.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23459 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -728492.812500 Penalty: 916.232910
	Iteration 48Q: 3 clusters Score -728492.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -728494.437500 Penalty: 916.232910
	Iteration 49Q: 3 clusters Score -728494.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -728498.375000 Penalty: 916.232910
	Iteration 50Q: 3 clusters Score -728498.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -728501.500000 Penalty: 916.232910
	Iteration 51Q: 3 clusters Score -728501.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -728504.062500 Penalty: 916.232910
	Iteration 52Q: 3 clusters Score -728504.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -728507.187500 Penalty: 916.232910
	Iteration 53Q: 3 clusters Score -728507.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -728508.000000 Penalty: 916.232910
	Iteration 54Q: 3 clusters Score -728508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -728508.437500 Penalty: 916.232910
	Iteration 55Q: 3 clusters Score -728508.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -728508.437500 Penalty: 916.232910
	Iteration 56F: 3 clusters Score -728508.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Entering Unmasked Estep 
Score: -146289.218750 Penalty: 387.967010
	Iteration 0F: 2 clusters Score -146289.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -142900.359375 Penalty: 775.934021
	Iteration 0F: 3 clusters Score -142900.4 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -144304.281250 Penalty: 775.934021
	Iteration 1F: 3 clusters Score -144304.3 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -144614.906250 Penalty: 775.934021
	Iteration 2F: 3 clusters Score -144614.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -144930.093750 Penalty: 775.934021
	Iteration 3F: 3 clusters Score -144930.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -145224.468750 Penalty: 775.934021
	Iteration 4F: 3 clusters Score -145224.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -145457.296875 Penalty: 775.934021
	Iteration 5F: 3 clusters Score -145457.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -145620.421875 Penalty: 775.934021
	Iteration 6Q: 3 clusters Score -145620.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -145740.375000 Penalty: 775.934021
	Iteration 7Q: 3 clusters Score -145740.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -145811.953125 Penalty: 775.934021
	Iteration 8Q: 3 clusters Score -145812 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -145872.578125 Penalty: 775.934021
	Iteration 9Q: 3 clusters Score -145872.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -145907.156250 Penalty: 775.934021
	Iteration 10Q: 3 clusters Score -145907.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -145920.531250 Penalty: 775.934021
	Iteration 11Q: 3 clusters Score -145920.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -145931.859375 Penalty: 775.934021
	Iteration 12Q: 3 clusters Score -145931.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -145952.171875 Penalty: 775.934021
	Iteration 13Q: 3 clusters Score -145952.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -145981.671875 Penalty: 775.934021
	Iteration 14Q: 3 clusters Score -145981.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -146000.109375 Penalty: 775.934021
	Iteration 15Q: 3 clusters Score -146000.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -146020.968750 Penalty: 775.934021
	Iteration 16Q: 3 clusters Score -146021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -146036.031250 Penalty: 775.934021
	Iteration 17Q: 3 clusters Score -146036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -146051.531250 Penalty: 775.934021
	Iteration 18Q: 3 clusters Score -146051.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -146078.281250 Penalty: 775.934021
	Iteration 19Q: 3 clusters Score -146078.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -146099.625000 Penalty: 775.934021
	Iteration 20F: 3 clusters Score -146099.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -146117.609375 Penalty: 775.934021
	Iteration 21Q: 3 clusters Score -146117.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -146128.000000 Penalty: 775.934021
	Iteration 22Q: 3 clusters Score -146128 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -146134.546875 Penalty: 775.934021
	Iteration 23Q: 3 clusters Score -146134.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -146140.500000 Penalty: 775.934021
	Iteration 24Q: 3 clusters Score -146140.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -146145.718750 Penalty: 775.934021
	Iteration 25Q: 3 clusters Score -146145.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -146148.156250 Penalty: 775.934021
	Iteration 26Q: 3 clusters Score -146148.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -146150.625000 Penalty: 775.934021
	Iteration 27Q: 3 clusters Score -146150.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -146152.921875 Penalty: 775.934021
	Iteration 28Q: 3 clusters Score -146152.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -146153.625000 Penalty: 775.934021
	Iteration 29Q: 3 clusters Score -146153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -146153.796875 Penalty: 775.934021
	Iteration 30Q: 3 clusters Score -146153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -146153.796875 Penalty: 775.934021
	Iteration 31F: 3 clusters Score -146153.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Entering Unmasked Estep 
Score: -59861.035156 Penalty: 341.072449
	Iteration 0F: 2 clusters Score -59861.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -58537.539062 Penalty: 682.144897
	Iteration 0F: 3 clusters Score -58537.54 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -58970.199219 Penalty: 682.144897
	Iteration 1F: 3 clusters Score -58970.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -59050.187500 Penalty: 682.144897
	Iteration 2F: 3 clusters Score -59050.19 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -59127.390625 Penalty: 682.144897
	Iteration 3F: 3 clusters Score -59127.39 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -59189.195312 Penalty: 682.144897
	Iteration 4F: 3 clusters Score -59189.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -59234.722656 Penalty: 682.144897
	Iteration 5Q: 3 clusters Score -59234.72 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -59266.125000 Penalty: 682.144897
	Iteration 6Q: 3 clusters Score -59266.12 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -59290.605469 Penalty: 682.144897
	Iteration 7Q: 3 clusters Score -59290.61 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -59315.625000 Penalty: 682.144897
	Iteration 8Q: 3 clusters Score -59315.62 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -59334.410156 Penalty: 682.144897
	Iteration 9Q: 3 clusters Score -59334.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -59347.835938 Penalty: 682.144897
	Iteration 10Q: 3 clusters Score -59347.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -59359.800781 Penalty: 682.144897
	Iteration 11Q: 3 clusters Score -59359.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -59375.421875 Penalty: 682.144897
	Iteration 12Q: 3 clusters Score -59375.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -59385.593750 Penalty: 682.144897
	Iteration 13Q: 3 clusters Score -59385.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -59397.460938 Penalty: 682.144897
	Iteration 14Q: 3 clusters Score -59397.46 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -59407.093750 Penalty: 682.144897
	Iteration 15Q: 3 clusters Score -59407.09 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -59412.531250 Penalty: 682.144897
	Iteration 16Q: 3 clusters Score -59412.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -59416.199219 Penalty: 682.144897
	Iteration 17Q: 3 clusters Score -59416.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -59420.761719 Penalty: 682.144897
	Iteration 18Q: 3 clusters Score -59420.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -59424.003906 Penalty: 682.144897
	Iteration 19Q: 3 clusters Score -59424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -59429.136719 Penalty: 682.144897
	Iteration 20F: 3 clusters Score -59429.14 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -59437.328125 Penalty: 682.144897
	Iteration 21Q: 3 clusters Score -59437.33 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -59457.132812 Penalty: 682.144897
	Iteration 22Q: 3 clusters Score -59457.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -59469.375000 Penalty: 682.144897
	Iteration 23Q: 3 clusters Score -59469.38 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -59477.601562 Penalty: 682.144897
	Iteration 24Q: 3 clusters Score -59477.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -59484.171875 Penalty: 682.144897
	Iteration 25Q: 3 clusters Score -59484.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -59489.078125 Penalty: 682.144897
	Iteration 26Q: 3 clusters Score -59489.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -59493.332031 Penalty: 682.144897
	Iteration 27Q: 3 clusters Score -59493.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59499.167969 Penalty: 682.144897
	Iteration 28Q: 3 clusters Score -59499.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -59504.136719 Penalty: 682.144897
	Iteration 29Q: 3 clusters Score -59504.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -59510.519531 Penalty: 682.144897
	Iteration 30Q: 3 clusters Score -59510.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -59518.019531 Penalty: 682.144897
	Iteration 31Q: 3 clusters Score -59518.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -59522.792969 Penalty: 682.144897
	Iteration 32Q: 3 clusters Score -59522.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -59525.464844 Penalty: 682.144897
	Iteration 33Q: 3 clusters Score -59525.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -59528.808594 Penalty: 682.144897
	Iteration 34Q: 3 clusters Score -59528.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -59531.835938 Penalty: 682.144897
	Iteration 35Q: 3 clusters Score -59531.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -59536.960938 Penalty: 682.144897
	Iteration 36Q: 3 clusters Score -59536.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -59540.476562 Penalty: 682.144897
	Iteration 37Q: 3 clusters Score -59540.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -59544.132812 Penalty: 682.144897
	Iteration 38Q: 3 clusters Score -59544.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -59546.718750 Penalty: 682.144897
	Iteration 39Q: 3 clusters Score -59546.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -59550.113281 Penalty: 682.144897
	Iteration 40F: 3 clusters Score -59550.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -59552.996094 Penalty: 682.144897
	Iteration 41Q: 3 clusters Score -59553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -59556.710938 Penalty: 682.144897
	Iteration 42Q: 3 clusters Score -59556.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -59557.433594 Penalty: 682.144897
	Iteration 43Q: 3 clusters Score -59557.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -59558.371094 Penalty: 682.144897
	Iteration 44Q: 3 clusters Score -59558.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -59560.066406 Penalty: 682.144897
	Iteration 45Q: 3 clusters Score -59560.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -59560.753906 Penalty: 682.144897
	Iteration 46Q: 3 clusters Score -59560.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -59562.667969 Penalty: 682.144897
	Iteration 47Q: 3 clusters Score -59562.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -59563.476562 Penalty: 682.144897
	Iteration 48Q: 3 clusters Score -59563.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -59568.773438 Penalty: 682.144897
	Iteration 49Q: 3 clusters Score -59568.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -59570.273438 Penalty: 682.144897
	Iteration 50Q: 3 clusters Score -59570.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -59570.785156 Penalty: 682.144897
	Iteration 51Q: 3 clusters Score -59570.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -59570.785156 Penalty: 682.144897
	Iteration 52F: 3 clusters Score -59570.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Entering Unmasked Estep 
Score: -101369.523438 Penalty: 366.176239
	Iteration 0F: 2 clusters Score -101369.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -99199.976562 Penalty: 732.352478
	Iteration 0F: 3 clusters Score -99199.98 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -99989.335938 Penalty: 732.352478
	Iteration 1F: 3 clusters Score -99989.34 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -100090.820312 Penalty: 732.352478
	Iteration 2F: 3 clusters Score -100090.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -100162.601562 Penalty: 732.352478
	Iteration 3F: 3 clusters Score -100162.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -100220.070312 Penalty: 732.352478
	Iteration 4Q: 3 clusters Score -100220.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -100261.414062 Penalty: 732.352478
	Iteration 5Q: 3 clusters Score -100261.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -100315.375000 Penalty: 732.352478
	Iteration 6Q: 3 clusters Score -100315.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -100390.312500 Penalty: 732.352478
	Iteration 7Q: 3 clusters Score -100390.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -100466.015625 Penalty: 732.352478
	Iteration 8Q: 3 clusters Score -100466 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -100543.617188 Penalty: 732.352478
	Iteration 9Q: 3 clusters Score -100543.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -100607.195312 Penalty: 732.352478
	Iteration 10Q: 3 clusters Score -100607.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -100663.265625 Penalty: 732.352478
	Iteration 11Q: 3 clusters Score -100663.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -100704.031250 Penalty: 732.352478
	Iteration 12Q: 3 clusters Score -100704 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -100733.921875 Penalty: 732.352478
	Iteration 13Q: 3 clusters Score -100733.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -100759.750000 Penalty: 732.352478
	Iteration 14Q: 3 clusters Score -100759.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -100773.539062 Penalty: 732.352478
	Iteration 15Q: 3 clusters Score -100773.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -100785.695312 Penalty: 732.352478
	Iteration 16Q: 3 clusters Score -100785.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -100797.406250 Penalty: 732.352478
	Iteration 17Q: 3 clusters Score -100797.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -100812.406250 Penalty: 732.352478
	Iteration 18Q: 3 clusters Score -100812.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -100830.375000 Penalty: 732.352478
	Iteration 19Q: 3 clusters Score -100830.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -100849.664062 Penalty: 732.352478
	Iteration 20F: 3 clusters Score -100849.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -100861.250000 Penalty: 732.352478
	Iteration 21Q: 3 clusters Score -100861.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -100871.421875 Penalty: 732.352478
	Iteration 22Q: 3 clusters Score -100871.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -100883.101562 Penalty: 732.352478
	Iteration 23Q: 3 clusters Score -100883.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -100899.679688 Penalty: 732.352478
	Iteration 24Q: 3 clusters Score -100899.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -100911.648438 Penalty: 732.352478
	Iteration 25Q: 3 clusters Score -100911.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -100920.054688 Penalty: 732.352478
	Iteration 26Q: 3 clusters Score -100920.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -100930.867188 Penalty: 732.352478
	Iteration 27Q: 3 clusters Score -100930.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -100939.359375 Penalty: 732.352478
	Iteration 28Q: 3 clusters Score -100939.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -100946.820312 Penalty: 732.352478
	Iteration 29Q: 3 clusters Score -100946.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -100955.570312 Penalty: 732.352478
	Iteration 30Q: 3 clusters Score -100955.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -100961.445312 Penalty: 732.352478
	Iteration 31Q: 3 clusters Score -100961.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -100967.304688 Penalty: 732.352478
	Iteration 32Q: 3 clusters Score -100967.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -100972.835938 Penalty: 732.352478
	Iteration 33Q: 3 clusters Score -100972.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -100976.960938 Penalty: 732.352478
	Iteration 34Q: 3 clusters Score -100977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -100979.750000 Penalty: 732.352478
	Iteration 35Q: 3 clusters Score -100979.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -100981.617188 Penalty: 732.352478
	Iteration 36Q: 3 clusters Score -100981.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -100984.945312 Penalty: 732.352478
	Iteration 37Q: 3 clusters Score -100984.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -100991.960938 Penalty: 732.352478
	Iteration 38Q: 3 clusters Score -100992 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -100999.976562 Penalty: 732.352478
	Iteration 39Q: 3 clusters Score -101000 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -101009.835938 Penalty: 732.352478
	Iteration 40F: 3 clusters Score -101009.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -101020.406250 Penalty: 732.352478
	Iteration 41Q: 3 clusters Score -101020.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -101025.843750 Penalty: 732.352478
	Iteration 42Q: 3 clusters Score -101025.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101029.562500 Penalty: 732.352478
	Iteration 43Q: 3 clusters Score -101029.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -101034.101562 Penalty: 732.352478
	Iteration 44Q: 3 clusters Score -101034.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101038.468750 Penalty: 732.352478
	Iteration 45Q: 3 clusters Score -101038.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -101043.203125 Penalty: 732.352478
	Iteration 46Q: 3 clusters Score -101043.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101046.945312 Penalty: 732.352478
	Iteration 47Q: 3 clusters Score -101046.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -101050.039062 Penalty: 732.352478
	Iteration 48Q: 3 clusters Score -101050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -101054.031250 Penalty: 732.352478
	Iteration 49Q: 3 clusters Score -101054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -101056.265625 Penalty: 732.352478
	Iteration 50Q: 3 clusters Score -101056.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -101060.109375 Penalty: 732.352478
	Iteration 51Q: 3 clusters Score -101060.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101062.851562 Penalty: 732.352478
	Iteration 52Q: 3 clusters Score -101062.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -101066.968750 Penalty: 732.352478
	Iteration 53Q: 3 clusters Score -101067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -101070.000000 Penalty: 732.352478
	Iteration 54Q: 3 clusters Score -101070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -101071.890625 Penalty: 732.352478
	Iteration 55Q: 3 clusters Score -101071.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -101073.179688 Penalty: 732.352478
	Iteration 56Q: 3 clusters Score -101073.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -101074.851562 Penalty: 732.352478
	Iteration 57Q: 3 clusters Score -101074.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -101076.546875 Penalty: 732.352478
	Iteration 58Q: 3 clusters Score -101076.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -101078.984375 Penalty: 732.352478
	Iteration 59Q: 3 clusters Score -101079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -101079.984375 Penalty: 732.352478
	Iteration 60F: 3 clusters Score -101080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -101080.554688 Penalty: 732.352478
	Iteration 61Q: 3 clusters Score -101080.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -101081.140625 Penalty: 732.352478
	Iteration 62Q: 3 clusters Score -101081.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -101083.945312 Penalty: 732.352478
	Iteration 63Q: 3 clusters Score -101083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -101084.898438 Penalty: 732.352478
	Iteration 64Q: 3 clusters Score -101084.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -101085.187500 Penalty: 732.352478
	Iteration 65Q: 3 clusters Score -101085.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -101085.281250 Penalty: 732.352478
	Iteration 66Q: 3 clusters Score -101085.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -101085.859375 Penalty: 732.352478
	Iteration 67Q: 3 clusters Score -101085.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -101087.140625 Penalty: 732.352478
	Iteration 68Q: 3 clusters Score -101087.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -101087.781250 Penalty: 732.352478
	Iteration 69Q: 3 clusters Score -101087.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -101088.328125 Penalty: 732.352478
	Iteration 70Q: 3 clusters Score -101088.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -101088.625000 Penalty: 732.352478
	Iteration 71Q: 3 clusters Score -101088.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -101088.609375 Penalty: 732.352478
	Iteration 72Q: 3 clusters Score -101088.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -101088.609375 Penalty: 732.352478
	Iteration 73F: 3 clusters Score -101088.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (119480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119480 members 
Entering Unmasked Estep 
Score: -3938573.250000 Penalty: 531.936157
	Iteration 0F: 2 clusters Score -3938573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59964 members 
Mstep: Class 2 contains 59516 members 
Entering Unmasked Estep 
Score: -3857916.250000 Penalty: 1063.872314
	Iteration 0F: 3 clusters Score -3857916 nChanged 58477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72265 members 
Mstep: Class 2 contains 47215 members 
Entering Unmasked Estep 
Score: -3896900.000000 Penalty: 1063.872314
	Iteration 1F: 3 clusters Score -3896900 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78342 members 
Mstep: Class 2 contains 41138 members 
Entering Unmasked Estep 
Score: -3901684.000000 Penalty: 1063.872314
	Iteration 2F: 3 clusters Score -3901684 nChanged 8888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85426 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -3907780.500000 Penalty: 1063.872314
	Iteration 3F: 3 clusters Score -3907780 nChanged 8526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92818 members 
Mstep: Class 2 contains 26662 members 
Entering Unmasked Estep 
Score: -3915063.250000 Penalty: 1063.872314
	Iteration 4F: 3 clusters Score -3915063 nChanged 7030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99018 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -3922934.000000 Penalty: 1063.872314
	Iteration 5F: 3 clusters Score -3922934 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102808 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -3930216.750000 Penalty: 1063.872314
	Iteration 6Q: 3 clusters Score -3930217 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104013 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -3933478.500000 Penalty: 1063.872314
	Iteration 7Q: 3 clusters Score -3933478 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104854 members 
Mstep: Class 2 contains 14626 members 
Entering Unmasked Estep 
Score: -3934471.250000 Penalty: 1063.872314
	Iteration 8Q: 3 clusters Score -3934471 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105729 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -3935037.000000 Penalty: 1063.872314
	Iteration 9Q: 3 clusters Score -3935037 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106475 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -3935384.500000 Penalty: 1063.872314
	Iteration 10Q: 3 clusters Score -3935384 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107156 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3935656.000000 Penalty: 1063.872314
	Iteration 11Q: 3 clusters Score -3935656 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107785 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3935862.000000 Penalty: 1063.872314
	Iteration 12Q: 3 clusters Score -3935862 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108415 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -3936093.500000 Penalty: 1063.872314
	Iteration 13Q: 3 clusters Score -3936094 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108975 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -3936296.000000 Penalty: 1063.872314
	Iteration 14Q: 3 clusters Score -3936296 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109475 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -3936428.000000 Penalty: 1063.872314
	Iteration 15Q: 3 clusters Score -3936428 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109938 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3936565.250000 Penalty: 1063.872314
	Iteration 16Q: 3 clusters Score -3936565 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110374 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -3936681.000000 Penalty: 1063.872314
	Iteration 17Q: 3 clusters Score -3936681 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110765 members 
Mstep: Class 2 contains 8715 members 
Entering Unmasked Estep 
Score: -3936753.250000 Penalty: 1063.872314
	Iteration 18Q: 3 clusters Score -3936753 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111130 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -3936837.750000 Penalty: 1063.872314
	Iteration 19Q: 3 clusters Score -3936838 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111465 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -3936897.250000 Penalty: 1063.872314
	Iteration 20F: 3 clusters Score -3936897 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111802 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -3936975.750000 Penalty: 1063.872314
	Iteration 21Q: 3 clusters Score -3936976 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112105 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -3937033.750000 Penalty: 1063.872314
	Iteration 22Q: 3 clusters Score -3937034 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112391 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -3937087.000000 Penalty: 1063.872314
	Iteration 23Q: 3 clusters Score -3937087 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112667 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -3937144.750000 Penalty: 1063.872314
	Iteration 24Q: 3 clusters Score -3937145 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112911 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3937212.750000 Penalty: 1063.872314
	Iteration 25Q: 3 clusters Score -3937213 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113159 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -3937250.250000 Penalty: 1063.872314
	Iteration 26Q: 3 clusters Score -3937250 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113364 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -3937297.250000 Penalty: 1063.872314
	Iteration 27Q: 3 clusters Score -3937297 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113563 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3937341.750000 Penalty: 1063.872314
	Iteration 28Q: 3 clusters Score -3937342 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113760 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -3937376.250000 Penalty: 1063.872314
	Iteration 29Q: 3 clusters Score -3937376 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113938 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -3937399.500000 Penalty: 1063.872314
	Iteration 30Q: 3 clusters Score -3937400 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114081 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -3937415.750000 Penalty: 1063.872314
	Iteration 31Q: 3 clusters Score -3937416 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114230 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -3937439.500000 Penalty: 1063.872314
	Iteration 32Q: 3 clusters Score -3937440 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114367 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -3937461.750000 Penalty: 1063.872314
	Iteration 33Q: 3 clusters Score -3937462 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114490 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -3937479.750000 Penalty: 1063.872314
	Iteration 34Q: 3 clusters Score -3937480 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114616 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -3937494.250000 Penalty: 1063.872314
	Iteration 35Q: 3 clusters Score -3937494 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114738 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -3937514.500000 Penalty: 1063.872314
	Iteration 36Q: 3 clusters Score -3937514 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114864 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -3937545.250000 Penalty: 1063.872314
	Iteration 37Q: 3 clusters Score -3937545 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114988 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -3937567.500000 Penalty: 1063.872314
	Iteration 38Q: 3 clusters Score -3937568 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115105 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -3937569.500000 Penalty: 1063.872314
	Iteration 39Q: 3 clusters Score -3937570 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115231 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -3937599.500000 Penalty: 1063.872314
	Iteration 40F: 3 clusters Score -3937600 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115337 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -3937599.750000 Penalty: 1063.872314
	Iteration 41Q: 3 clusters Score -3937600 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115446 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -3937611.500000 Penalty: 1063.872314
	Iteration 42Q: 3 clusters Score -3937612 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115543 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -3937630.750000 Penalty: 1063.872314
	Iteration 43Q: 3 clusters Score -3937631 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115638 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -3937636.750000 Penalty: 1063.872314
	Iteration 44Q: 3 clusters Score -3937637 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115725 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -3937651.250000 Penalty: 1063.872314
	Iteration 45Q: 3 clusters Score -3937651 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115804 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3937660.500000 Penalty: 1063.872314
	Iteration 46Q: 3 clusters Score -3937660 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115886 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -3937667.500000 Penalty: 1063.872314
	Iteration 47Q: 3 clusters Score -3937668 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115961 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3937669.500000 Penalty: 1063.872314
	Iteration 48Q: 3 clusters Score -3937670 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116031 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -3937678.750000 Penalty: 1063.872314
	Iteration 49Q: 3 clusters Score -3937679 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116109 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3937685.500000 Penalty: 1063.872314
	Iteration 50Q: 3 clusters Score -3937686 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116181 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -3937704.000000 Penalty: 1063.872314
	Iteration 51Q: 3 clusters Score -3937704 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116239 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3937718.250000 Penalty: 1063.872314
	Iteration 52Q: 3 clusters Score -3937718 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116298 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -3937730.250000 Penalty: 1063.872314
	Iteration 53Q: 3 clusters Score -3937730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116342 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -3937732.750000 Penalty: 1063.872314
	Iteration 54Q: 3 clusters Score -3937733 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116387 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -3937732.000000 Penalty: 1063.872314
	Iteration 55Q: 3 clusters Score -3937732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116428 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3937744.250000 Penalty: 1063.872314
	Iteration 56Q: 3 clusters Score -3937744 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116471 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -3937741.250000 Penalty: 1063.872314
	Iteration 57Q: 3 clusters Score -3937741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116518 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -3937754.000000 Penalty: 1063.872314
	Iteration 58Q: 3 clusters Score -3937754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116563 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3937759.250000 Penalty: 1063.872314
	Iteration 59Q: 3 clusters Score -3937759 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116607 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -3937768.750000 Penalty: 1063.872314
	Iteration 60F: 3 clusters Score -3937769 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116660 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3937770.250000 Penalty: 1063.872314
	Iteration 61Q: 3 clusters Score -3937770 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116715 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -3937781.250000 Penalty: 1063.872314
	Iteration 62Q: 3 clusters Score -3937781 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116775 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -3937784.000000 Penalty: 1063.872314
	Iteration 63Q: 3 clusters Score -3937784 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116836 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3937800.250000 Penalty: 1063.872314
	Iteration 64Q: 3 clusters Score -3937800 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116888 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3937805.250000 Penalty: 1063.872314
	Iteration 65Q: 3 clusters Score -3937805 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116929 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -3937811.750000 Penalty: 1063.872314
	Iteration 66Q: 3 clusters Score -3937812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116962 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -3937815.500000 Penalty: 1063.872314
	Iteration 67Q: 3 clusters Score -3937816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117000 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -3937830.250000 Penalty: 1063.872314
	Iteration 68Q: 3 clusters Score -3937830 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117039 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3937819.000000 Penalty: 1063.872314
	Iteration 69Q: 3 clusters Score -3937819 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117079 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3937826.000000 Penalty: 1063.872314
	Iteration 70Q: 3 clusters Score -3937826 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117121 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3937836.500000 Penalty: 1063.872314
	Iteration 71Q: 3 clusters Score -3937836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117165 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3937828.250000 Penalty: 1063.872314
	Iteration 72Q: 3 clusters Score -3937828 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117216 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3937832.750000 Penalty: 1063.872314
	Iteration 73Q: 3 clusters Score -3937833 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117271 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3937838.750000 Penalty: 1063.872314
	Iteration 74Q: 3 clusters Score -3937839 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117332 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -3937861.500000 Penalty: 1063.872314
	Iteration 75Q: 3 clusters Score -3937862 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117387 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3937864.250000 Penalty: 1063.872314
	Iteration 76Q: 3 clusters Score -3937864 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117451 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3937873.500000 Penalty: 1063.872314
	Iteration 77Q: 3 clusters Score -3937874 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117509 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -3937867.000000 Penalty: 1063.872314
	Iteration 78Q: 3 clusters Score -3937867 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117565 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3937882.250000 Penalty: 1063.872314
	Iteration 79Q: 3 clusters Score -3937882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117610 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3937892.500000 Penalty: 1063.872314
	Iteration 80F: 3 clusters Score -3937892 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117658 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -3937906.500000 Penalty: 1063.872314
	Iteration 81Q: 3 clusters Score -3937906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117688 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -3937908.750000 Penalty: 1063.872314
	Iteration 82Q: 3 clusters Score -3937909 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117721 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3937920.500000 Penalty: 1063.872314
	Iteration 83Q: 3 clusters Score -3937920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117756 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -3937926.750000 Penalty: 1063.872314
	Iteration 84Q: 3 clusters Score -3937927 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117790 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3937934.000000 Penalty: 1063.872314
	Iteration 85Q: 3 clusters Score -3937934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117826 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3937943.750000 Penalty: 1063.872314
	Iteration 86Q: 3 clusters Score -3937944 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117855 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3937944.750000 Penalty: 1063.872314
	Iteration 87Q: 3 clusters Score -3937945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117883 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3937947.750000 Penalty: 1063.872314
	Iteration 88Q: 3 clusters Score -3937948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117916 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -3937957.250000 Penalty: 1063.872314
	Iteration 89Q: 3 clusters Score -3937957 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117947 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3937962.250000 Penalty: 1063.872314
	Iteration 90Q: 3 clusters Score -3937962 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117983 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3937963.500000 Penalty: 1063.872314
	Iteration 91Q: 3 clusters Score -3937964 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118029 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3937967.250000 Penalty: 1063.872314
	Iteration 92Q: 3 clusters Score -3937967 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118064 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -3937967.250000 Penalty: 1063.872314
	Iteration 93Q: 3 clusters Score -3937967 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118101 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3937976.500000 Penalty: 1063.872314
	Iteration 94Q: 3 clusters Score -3937976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118140 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3937980.500000 Penalty: 1063.872314
	Iteration 95Q: 3 clusters Score -3937980 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118176 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -3937991.750000 Penalty: 1063.872314
	Iteration 96Q: 3 clusters Score -3937992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118205 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -3937994.750000 Penalty: 1063.872314
	Iteration 97Q: 3 clusters Score -3937995 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118222 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3937994.750000 Penalty: 1063.872314
	Iteration 98Q: 3 clusters Score -3937995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118238 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -3937999.000000 Penalty: 1063.872314
	Iteration 99Q: 3 clusters Score -3937999 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118256 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -3938003.000000 Penalty: 1063.872314
	Iteration 100F: 3 clusters Score -3938003 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118271 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -3938001.500000 Penalty: 1063.872314
	Iteration 101Q: 3 clusters Score -3938002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118283 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3938005.250000 Penalty: 1063.872314
	Iteration 102Q: 3 clusters Score -3938005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118294 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3938008.000000 Penalty: 1063.872314
	Iteration 103Q: 3 clusters Score -3938008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118308 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3938003.750000 Penalty: 1063.872314
	Iteration 104Q: 3 clusters Score -3938004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118321 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3938009.250000 Penalty: 1063.872314
	Iteration 105Q: 3 clusters Score -3938009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118336 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -3938010.000000 Penalty: 1063.872314
	Iteration 106Q: 3 clusters Score -3938010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118353 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3938014.500000 Penalty: 1063.872314
	Iteration 107Q: 3 clusters Score -3938014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118367 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3938019.000000 Penalty: 1063.872314
	Iteration 108Q: 3 clusters Score -3938019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118382 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3938019.750000 Penalty: 1063.872314
	Iteration 109Q: 3 clusters Score -3938020 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118397 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3938022.750000 Penalty: 1063.872314
	Iteration 110Q: 3 clusters Score -3938023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118407 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -3938026.250000 Penalty: 1063.872314
	Iteration 111Q: 3 clusters Score -3938026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118420 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3938028.000000 Penalty: 1063.872314
	Iteration 112Q: 3 clusters Score -3938028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118435 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3938031.500000 Penalty: 1063.872314
	Iteration 113Q: 3 clusters Score -3938032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118446 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3938037.250000 Penalty: 1063.872314
	Iteration 114Q: 3 clusters Score -3938037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118462 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -3938037.750000 Penalty: 1063.872314
	Iteration 115Q: 3 clusters Score -3938038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118479 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -3938035.250000 Penalty: 1063.872314
	Iteration 116Q: 3 clusters Score -3938035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118492 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -3938038.000000 Penalty: 1063.872314
	Iteration 117Q: 3 clusters Score -3938038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118502 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -3938043.250000 Penalty: 1063.872314
	Iteration 118Q: 3 clusters Score -3938043 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118518 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -3938046.500000 Penalty: 1063.872314
	Iteration 119Q: 3 clusters Score -3938046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118522 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3938048.500000 Penalty: 1063.872314
	Iteration 120F: 3 clusters Score -3938048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118532 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3938046.750000 Penalty: 1063.872314
	Iteration 121Q: 3 clusters Score -3938047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118544 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3938042.500000 Penalty: 1063.872314
	Iteration 122Q: 3 clusters Score -3938042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118563 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3938048.500000 Penalty: 1063.872314
	Iteration 123Q: 3 clusters Score -3938048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118574 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3938047.500000 Penalty: 1063.872314
	Iteration 124Q: 3 clusters Score -3938048 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118582 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3938047.750000 Penalty: 1063.872314
	Iteration 125Q: 3 clusters Score -3938048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118598 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -3938051.500000 Penalty: 1063.872314
	Iteration 126Q: 3 clusters Score -3938052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118613 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -3938057.000000 Penalty: 1063.872314
	Iteration 127Q: 3 clusters Score -3938057 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118631 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -3938063.750000 Penalty: 1063.872314
	Iteration 128Q: 3 clusters Score -3938064 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118647 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -3938063.000000 Penalty: 1063.872314
	Iteration 129Q: 3 clusters Score -3938063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118665 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -3938068.750000 Penalty: 1063.872314
	Iteration 130Q: 3 clusters Score -3938069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118678 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3938069.250000 Penalty: 1063.872314
	Iteration 131Q: 3 clusters Score -3938069 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118692 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3938071.250000 Penalty: 1063.872314
	Iteration 132Q: 3 clusters Score -3938071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118704 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3938073.000000 Penalty: 1063.872314
	Iteration 133Q: 3 clusters Score -3938073 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118719 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3938074.250000 Penalty: 1063.872314
	Iteration 134Q: 3 clusters Score -3938074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118736 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3938081.750000 Penalty: 1063.872314
	Iteration 135Q: 3 clusters Score -3938082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118753 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3938088.250000 Penalty: 1063.872314
	Iteration 136Q: 3 clusters Score -3938088 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118770 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -3938095.250000 Penalty: 1063.872314
	Iteration 137Q: 3 clusters Score -3938095 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118781 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3938096.250000 Penalty: 1063.872314
	Iteration 138Q: 3 clusters Score -3938096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118799 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -3938101.500000 Penalty: 1063.872314
	Iteration 139Q: 3 clusters Score -3938102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118817 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -3938107.000000 Penalty: 1063.872314
	Iteration 140F: 3 clusters Score -3938107 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118833 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3938110.000000 Penalty: 1063.872314
	Iteration 141Q: 3 clusters Score -3938110 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118846 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3938112.500000 Penalty: 1063.872314
	Iteration 142Q: 3 clusters Score -3938112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118859 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3938111.250000 Penalty: 1063.872314
	Iteration 143Q: 3 clusters Score -3938111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118869 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3938117.000000 Penalty: 1063.872314
	Iteration 144Q: 3 clusters Score -3938117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118876 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3938115.000000 Penalty: 1063.872314
	Iteration 145Q: 3 clusters Score -3938115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118887 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3938119.500000 Penalty: 1063.872314
	Iteration 146Q: 3 clusters Score -3938120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118895 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -3938122.250000 Penalty: 1063.872314
	Iteration 147Q: 3 clusters Score -3938122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118906 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3938125.500000 Penalty: 1063.872314
	Iteration 148Q: 3 clusters Score -3938126 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118916 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -3938127.500000 Penalty: 1063.872314
	Iteration 149Q: 3 clusters Score -3938128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118920 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3938127.750000 Penalty: 1063.872314
	Iteration 150Q: 3 clusters Score -3938128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118922 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3938126.250000 Penalty: 1063.872314
	Iteration 151Q: 3 clusters Score -3938126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118924 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3938127.750000 Penalty: 1063.872314
	Iteration 152Q: 3 clusters Score -3938128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118924 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3938127.750000 Penalty: 1063.872314
	Iteration 153F: 3 clusters Score -3938128 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Entering Unmasked Estep 
Score: -72353.351562 Penalty: 356.392731
	Iteration 0F: 2 clusters Score -72353.35 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -70543.695312 Penalty: 712.785461
	Iteration 0F: 3 clusters Score -70543.7 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -71179.632812 Penalty: 712.785461
	Iteration 1F: 3 clusters Score -71179.63 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -71324.859375 Penalty: 712.785461
	Iteration 2F: 3 clusters Score -71324.86 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -71452.695312 Penalty: 712.785461
	Iteration 3F: 3 clusters Score -71452.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -71611.085938 Penalty: 712.785461
	Iteration 4F: 3 clusters Score -71611.09 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -71770.601562 Penalty: 712.785461
	Iteration 5F: 3 clusters Score -71770.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -71899.093750 Penalty: 712.785461
	Iteration 6F: 3 clusters Score -71899.09 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -71992.187500 Penalty: 712.785461
	Iteration 7Q: 3 clusters Score -71992.19 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -72042.789062 Penalty: 712.785461
	Iteration 8Q: 3 clusters Score -72042.79 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -72067.351562 Penalty: 712.785461
	Iteration 9Q: 3 clusters Score -72067.35 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -72075.843750 Penalty: 712.785461
	Iteration 10Q: 3 clusters Score -72075.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -72080.859375 Penalty: 712.785461
	Iteration 11Q: 3 clusters Score -72080.86 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -72088.523438 Penalty: 712.785461
	Iteration 12Q: 3 clusters Score -72088.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -72094.210938 Penalty: 712.785461
	Iteration 13Q: 3 clusters Score -72094.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -72102.375000 Penalty: 712.785461
	Iteration 14Q: 3 clusters Score -72102.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -72107.718750 Penalty: 712.785461
	Iteration 15Q: 3 clusters Score -72107.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -72118.093750 Penalty: 712.785461
	Iteration 16Q: 3 clusters Score -72118.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -72126.125000 Penalty: 712.785461
	Iteration 17Q: 3 clusters Score -72126.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -72131.218750 Penalty: 712.785461
	Iteration 18Q: 3 clusters Score -72131.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -72133.015625 Penalty: 712.785461
	Iteration 19Q: 3 clusters Score -72133.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -72133.460938 Penalty: 712.785461
	Iteration 20F: 3 clusters Score -72133.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -72133.546875 Penalty: 712.785461
	Iteration 21Q: 3 clusters Score -72133.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -72133.648438 Penalty: 712.785461
	Iteration 22Q: 3 clusters Score -72133.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -72134.078125 Penalty: 712.785461
	Iteration 23Q: 3 clusters Score -72134.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -72134.078125 Penalty: 712.785461
	Iteration 24F: 3 clusters Score -72134.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Entering Unmasked Estep 
Score: -215167.109375 Penalty: 402.731110
	Iteration 0F: 2 clusters Score -215167.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -210458.937500 Penalty: 805.462219
	Iteration 0F: 3 clusters Score -210458.9 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -212373.296875 Penalty: 805.462219
	Iteration 1F: 3 clusters Score -212373.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -212603.968750 Penalty: 805.462219
	Iteration 2F: 3 clusters Score -212604 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -212805.500000 Penalty: 805.462219
	Iteration 3F: 3 clusters Score -212805.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -213009.156250 Penalty: 805.462219
	Iteration 4F: 3 clusters Score -213009.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -213230.031250 Penalty: 805.462219
	Iteration 5F: 3 clusters Score -213230 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -213463.656250 Penalty: 805.462219
	Iteration 6F: 3 clusters Score -213463.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -213693.640625 Penalty: 805.462219
	Iteration 7Q: 3 clusters Score -213693.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -213926.281250 Penalty: 805.462219
	Iteration 8Q: 3 clusters Score -213926.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -214164.515625 Penalty: 805.462219
	Iteration 9Q: 3 clusters Score -214164.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -214358.750000 Penalty: 805.462219
	Iteration 10Q: 3 clusters Score -214358.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -214527.453125 Penalty: 805.462219
	Iteration 11Q: 3 clusters Score -214527.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -214626.343750 Penalty: 805.462219
	Iteration 12Q: 3 clusters Score -214626.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -214698.937500 Penalty: 805.462219
	Iteration 13Q: 3 clusters Score -214698.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -214764.515625 Penalty: 805.462219
	Iteration 14Q: 3 clusters Score -214764.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -214820.000000 Penalty: 805.462219
	Iteration 15Q: 3 clusters Score -214820 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -214860.265625 Penalty: 805.462219
	Iteration 16Q: 3 clusters Score -214860.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -214889.859375 Penalty: 805.462219
	Iteration 17Q: 3 clusters Score -214889.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -214906.640625 Penalty: 805.462219
	Iteration 18Q: 3 clusters Score -214906.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -214918.156250 Penalty: 805.462219
	Iteration 19Q: 3 clusters Score -214918.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -214924.484375 Penalty: 805.462219
	Iteration 20F: 3 clusters Score -214924.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -214930.281250 Penalty: 805.462219
	Iteration 21Q: 3 clusters Score -214930.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -214934.812500 Penalty: 805.462219
	Iteration 22Q: 3 clusters Score -214934.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -214935.406250 Penalty: 805.462219
	Iteration 23Q: 3 clusters Score -214935.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -214937.734375 Penalty: 805.462219
	Iteration 24Q: 3 clusters Score -214937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -214938.625000 Penalty: 805.462219
	Iteration 25Q: 3 clusters Score -214938.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -214939.093750 Penalty: 805.462219
	Iteration 26Q: 3 clusters Score -214939.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -214939.093750 Penalty: 805.462219
	Iteration 27F: 3 clusters Score -214939.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (151406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151406 members 
Entering Unmasked Estep 
Score: -5020828.500000 Penalty: 542.711243
	Iteration 0F: 2 clusters Score -5020828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75771 members 
Mstep: Class 2 contains 75635 members 
Entering Unmasked Estep 
Score: -4917977.500000 Penalty: 1085.422485
	Iteration 0F: 3 clusters Score -4917978 nChanged 74638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76665 members 
Mstep: Class 2 contains 74741 members 
Entering Unmasked Estep 
Score: -4962906.500000 Penalty: 1085.422485
	Iteration 1F: 3 clusters Score -4962906 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76694 members 
Mstep: Class 2 contains 74712 members 
Entering Unmasked Estep 
Score: -4964464.500000 Penalty: 1085.422485
	Iteration 2Q: 3 clusters Score -4964464 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76362 members 
Mstep: Class 2 contains 75044 members 
Entering Unmasked Estep 
Score: -4966537.000000 Penalty: 1085.422485
	Iteration 3Q: 3 clusters Score -4966537 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 75612 members 
Entering Unmasked Estep 
Score: -4969401.500000 Penalty: 1085.422485
	Iteration 4Q: 3 clusters Score -4969402 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75206 members 
Mstep: Class 2 contains 76200 members 
Entering Unmasked Estep 
Score: -4973058.500000 Penalty: 1085.422485
	Iteration 5F: 3 clusters Score -4973058 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74923 members 
Mstep: Class 2 contains 76483 members 
Entering Unmasked Estep 
Score: -4977334.500000 Penalty: 1085.422485
	Iteration 6F: 3 clusters Score -4977334 nChanged 8414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75127 members 
Mstep: Class 2 contains 76279 members 
Entering Unmasked Estep 
Score: -4981777.000000 Penalty: 1085.422485
	Iteration 7F: 3 clusters Score -4981777 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75899 members 
Mstep: Class 2 contains 75507 members 
Entering Unmasked Estep 
Score: -4985753.000000 Penalty: 1085.422485
	Iteration 8F: 3 clusters Score -4985753 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77140 members 
Mstep: Class 2 contains 74266 members 
Entering Unmasked Estep 
Score: -4988991.000000 Penalty: 1085.422485
	Iteration 9Q: 3 clusters Score -4988991 nChanged 5866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 72906 members 
Entering Unmasked Estep 
Score: -4991410.000000 Penalty: 1085.422485
	Iteration 10Q: 3 clusters Score -4991410 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79813 members 
Mstep: Class 2 contains 71593 members 
Entering Unmasked Estep 
Score: -4993284.000000 Penalty: 1085.422485
	Iteration 11Q: 3 clusters Score -4993284 nChanged 3951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80874 members 
Mstep: Class 2 contains 70532 members 
Entering Unmasked Estep 
Score: -4994536.500000 Penalty: 1085.422485
	Iteration 12Q: 3 clusters Score -4994536 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 69845 members 
Entering Unmasked Estep 
Score: -4995391.000000 Penalty: 1085.422485
	Iteration 13Q: 3 clusters Score -4995391 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81955 members 
Mstep: Class 2 contains 69451 members 
Entering Unmasked Estep 
Score: -4996006.000000 Penalty: 1085.422485
	Iteration 14Q: 3 clusters Score -4996006 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82018 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -4996492.500000 Penalty: 1085.422485
	Iteration 15Q: 3 clusters Score -4996492 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81832 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
Score: -4996888.000000 Penalty: 1085.422485
	Iteration 16Q: 3 clusters Score -4996888 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81479 members 
Mstep: Class 2 contains 69927 members 
Entering Unmasked Estep 
Score: -4997131.500000 Penalty: 1085.422485
	Iteration 17Q: 3 clusters Score -4997132 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80976 members 
Mstep: Class 2 contains 70430 members 
Entering Unmasked Estep 
Score: -4997471.000000 Penalty: 1085.422485
	Iteration 18Q: 3 clusters Score -4997471 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80325 members 
Mstep: Class 2 contains 71081 members 
Entering Unmasked Estep 
Score: -4997720.500000 Penalty: 1085.422485
	Iteration 19Q: 3 clusters Score -4997720 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79519 members 
Mstep: Class 2 contains 71887 members 
Entering Unmasked Estep 
Score: -4997975.000000 Penalty: 1085.422485
	Iteration 20F: 3 clusters Score -4997975 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 72852 members 
Entering Unmasked Estep 
Score: -4998277.000000 Penalty: 1085.422485
	Iteration 21Q: 3 clusters Score -4998277 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77429 members 
Mstep: Class 2 contains 73977 members 
Entering Unmasked Estep 
Score: -4998606.000000 Penalty: 1085.422485
	Iteration 22Q: 3 clusters Score -4998606 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 75183 members 
Entering Unmasked Estep 
Score: -4998834.500000 Penalty: 1085.422485
	Iteration 23Q: 3 clusters Score -4998834 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74979 members 
Mstep: Class 2 contains 76427 members 
Entering Unmasked Estep 
Score: -4999138.500000 Penalty: 1085.422485
	Iteration 24Q: 3 clusters Score -4999138 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73622 members 
Mstep: Class 2 contains 77784 members 
Entering Unmasked Estep 
Score: -4999456.000000 Penalty: 1085.422485
	Iteration 25Q: 3 clusters Score -4999456 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72154 members 
Mstep: Class 2 contains 79252 members 
Entering Unmasked Estep 
Score: -4999783.000000 Penalty: 1085.422485
	Iteration 26Q: 3 clusters Score -4999783 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70553 members 
Mstep: Class 2 contains 80853 members 
Entering Unmasked Estep 
Score: -5000138.000000 Penalty: 1085.422485
	Iteration 27Q: 3 clusters Score -5000138 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68804 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -5000496.500000 Penalty: 1085.422485
	Iteration 28Q: 3 clusters Score -5000496 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66909 members 
Mstep: Class 2 contains 84497 members 
Entering Unmasked Estep 
Score: -5000921.500000 Penalty: 1085.422485
	Iteration 29Q: 3 clusters Score -5000922 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 86545 members 
Entering Unmasked Estep 
Score: -5001407.000000 Penalty: 1085.422485
	Iteration 30Q: 3 clusters Score -5001407 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62749 members 
Mstep: Class 2 contains 88657 members 
Entering Unmasked Estep 
Score: -5001897.000000 Penalty: 1085.422485
	Iteration 31Q: 3 clusters Score -5001897 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 90799 members 
Entering Unmasked Estep 
Score: -5002404.000000 Penalty: 1085.422485
	Iteration 32Q: 3 clusters Score -5002404 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58443 members 
Mstep: Class 2 contains 92963 members 
Entering Unmasked Estep 
Score: -5003031.500000 Penalty: 1085.422485
	Iteration 33Q: 3 clusters Score -5003032 nChanged 2317
Entering Unmasked Mstep 
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Mstep: Class 1 contains 56130 members 
Mstep: Class 2 contains 95276 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 97652 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5004480 nChanged 2473
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Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 100121 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5005313 nChanged 2499
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Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 102614 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46327 members 
Mstep: Class 2 contains 105079 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5007167 nChanged 2394
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Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 107465 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -5007982 nChanged 2315
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Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 109774 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 112022 members 
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Mstep: Class 1 contains 37256 members 
Mstep: Class 2 contains 114150 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 116238 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 118196 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 120008 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 121722 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 28122 members 
Mstep: Class 2 contains 123284 members 
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Mstep: Class 1 contains 26644 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25220 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 127516 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 128754 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 21503 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 20454 members 
Mstep: Class 2 contains 130952 members 
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Mstep: Class 2 contains 131983 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 132949 members 
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Mstep: Class 1 contains 17590 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 134633 members 
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Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 135348 members 
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Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 135967 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14859 members 
Mstep: Class 2 contains 136547 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 137091 members 
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Mstep: Class 1 contains 13798 members 
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Mstep: Class 1 contains 13321 members 
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Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 138534 members 
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Mstep: Class 1 contains 12441 members 
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Mstep: Class 1 contains 11397 members 
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Mstep: Class 1 contains 11047 members 
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Mstep: Class 1 contains 10378 members 
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Mstep: Class 1 contains 10059 members 
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Mstep: Class 1 contains 9763 members 
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Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 142160 members 
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Mstep: Class 1 contains 9038 members 
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Mstep: Class 1 contains 8836 members 
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Mstep: Class 1 contains 8628 members 
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Mstep: Class 1 contains 8193 members 
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	Iteration 81Q: 3 clusters Score -5019150 nChanged 179
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Mstep: Class 1 contains 7835 members 
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Mstep: Class 1 contains 7667 members 
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Mstep: Class 1 contains 6975 members 
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Mstep: Class 1 contains 6823 members 
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Mstep: Class 1 contains 6697 members 
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Mstep: Class 1 contains 6570 members 
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Mstep: Class 1 contains 6444 members 
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Mstep: Class 1 contains 6315 members 
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	Iteration 94Q: 3 clusters Score -5019404 nChanged 112
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	Iteration 95Q: 3 clusters Score -5019411 nChanged 114
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Mstep: Class 1 contains 5534 members 
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Mstep: Class 1 contains 5424 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5019482 nChanged 111
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Mstep: Class 1 contains 5313 members 
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	Iteration 101Q: 3 clusters Score -5019498 nChanged 102
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	Iteration 104Q: 3 clusters Score -5019514 nChanged 82
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Mstep: Class 1 contains 4951 members 
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	Iteration 105Q: 3 clusters Score -5019526 nChanged 97
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	Iteration 108Q: 3 clusters Score -5019579 nChanged 95
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	Iteration 113Q: 3 clusters Score -5019649 nChanged 100
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	Iteration 114Q: 3 clusters Score -5019658 nChanged 96
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	Iteration 115Q: 3 clusters Score -5019664 nChanged 96
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	Iteration 116Q: 3 clusters Score -5019688 nChanged 93
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	Iteration 117Q: 3 clusters Score -5019676 nChanged 96
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	Iteration 118Q: 3 clusters Score -5019688 nChanged 112
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	Iteration 119Q: 3 clusters Score -5019703 nChanged 105
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5019710 nChanged 111
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5019724 nChanged 93
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5019732 nChanged 84
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5019748 nChanged 95
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Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5019757 nChanged 90
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5019770 nChanged 85
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Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 148523 members 
Entering Unmasked Estep 
Score: -5019783.500000 Penalty: 1085.422485
	Iteration 126Q: 3 clusters Score -5019784 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 148614 members 
Entering Unmasked Estep 
Score: -5019795.500000 Penalty: 1085.422485
	Iteration 127Q: 3 clusters Score -5019796 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 148706 members 
Entering Unmasked Estep 
Score: -5019812.000000 Penalty: 1085.422485
	Iteration 128Q: 3 clusters Score -5019812 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 148797 members 
Entering Unmasked Estep 
Score: -5019822.000000 Penalty: 1085.422485
	Iteration 129Q: 3 clusters Score -5019822 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 148888 members 
Entering Unmasked Estep 
Score: -5019828.500000 Penalty: 1085.422485
	Iteration 130Q: 3 clusters Score -5019828 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 148970 members 
Entering Unmasked Estep 
Score: -5019841.500000 Penalty: 1085.422485
	Iteration 131Q: 3 clusters Score -5019842 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 149049 members 
Entering Unmasked Estep 
Score: -5019854.500000 Penalty: 1085.422485
	Iteration 132Q: 3 clusters Score -5019854 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 149117 members 
Entering Unmasked Estep 
Score: -5019862.000000 Penalty: 1085.422485
	Iteration 133Q: 3 clusters Score -5019862 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 149180 members 
Entering Unmasked Estep 
Score: -5019875.500000 Penalty: 1085.422485
	Iteration 134Q: 3 clusters Score -5019876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 149247 members 
Entering Unmasked Estep 
Score: -5019880.500000 Penalty: 1085.422485
	Iteration 135Q: 3 clusters Score -5019880 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 149321 members 
Entering Unmasked Estep 
Score: -5019906.500000 Penalty: 1085.422485
	Iteration 136Q: 3 clusters Score -5019906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 149403 members 
Entering Unmasked Estep 
Score: -5019926.500000 Penalty: 1085.422485
	Iteration 137Q: 3 clusters Score -5019926 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 149489 members 
Entering Unmasked Estep 
Score: -5019943.500000 Penalty: 1085.422485
	Iteration 138Q: 3 clusters Score -5019944 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 149573 members 
Entering Unmasked Estep 
Score: -5019954.000000 Penalty: 1085.422485
	Iteration 139Q: 3 clusters Score -5019954 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 149671 members 
Entering Unmasked Estep 
Score: -5019956.500000 Penalty: 1085.422485
	Iteration 140F: 3 clusters Score -5019956 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 149752 members 
Entering Unmasked Estep 
Score: -5019971.500000 Penalty: 1085.422485
	Iteration 141Q: 3 clusters Score -5019972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 149825 members 
Entering Unmasked Estep 
Score: -5019984.500000 Penalty: 1085.422485
	Iteration 142Q: 3 clusters Score -5019984 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 149900 members 
Entering Unmasked Estep 
Score: -5020013.000000 Penalty: 1085.422485
	Iteration 143Q: 3 clusters Score -5020013 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 149977 members 
Entering Unmasked Estep 
Score: -5020043.000000 Penalty: 1085.422485
	Iteration 144Q: 3 clusters Score -5020043 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 150050 members 
Entering Unmasked Estep 
Score: -5020060.000000 Penalty: 1085.422485
	Iteration 145Q: 3 clusters Score -5020060 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 150118 members 
Entering Unmasked Estep 
Score: -5020087.500000 Penalty: 1085.422485
	Iteration 146Q: 3 clusters Score -5020088 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 150190 members 
Entering Unmasked Estep 
Score: -5020102.500000 Penalty: 1085.422485
	Iteration 147Q: 3 clusters Score -5020102 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 150257 members 
Entering Unmasked Estep 
Score: -5020136.500000 Penalty: 1085.422485
	Iteration 148Q: 3 clusters Score -5020136 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 150332 members 
Entering Unmasked Estep 
Score: -5020166.000000 Penalty: 1085.422485
	Iteration 149Q: 3 clusters Score -5020166 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 150400 members 
Entering Unmasked Estep 
Score: -5020205.000000 Penalty: 1085.422485
	Iteration 150Q: 3 clusters Score -5020205 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 150477 members 
Entering Unmasked Estep 
Score: -5020223.500000 Penalty: 1085.422485
	Iteration 151Q: 3 clusters Score -5020224 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 150535 members 
Entering Unmasked Estep 
Score: -5020243.500000 Penalty: 1085.422485
	Iteration 152Q: 3 clusters Score -5020244 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 150571 members 
Entering Unmasked Estep 
Score: -5020261.500000 Penalty: 1085.422485
	Iteration 153Q: 3 clusters Score -5020262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 150598 members 
Entering Unmasked Estep 
Score: -5020271.000000 Penalty: 1085.422485
	Iteration 154Q: 3 clusters Score -5020271 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 150621 members 
Entering Unmasked Estep 
Score: -5020278.000000 Penalty: 1085.422485
	Iteration 155Q: 3 clusters Score -5020278 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 150640 members 
Entering Unmasked Estep 
Score: -5020295.000000 Penalty: 1085.422485
	Iteration 156Q: 3 clusters Score -5020295 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 150661 members 
Entering Unmasked Estep 
Score: -5020310.000000 Penalty: 1085.422485
	Iteration 157Q: 3 clusters Score -5020310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 150684 members 
Entering Unmasked Estep 
Score: -5020321.000000 Penalty: 1085.422485
	Iteration 158Q: 3 clusters Score -5020321 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 150707 members 
Entering Unmasked Estep 
Score: -5020328.000000 Penalty: 1085.422485
	Iteration 159Q: 3 clusters Score -5020328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 150728 members 
Entering Unmasked Estep 
Score: -5020331.000000 Penalty: 1085.422485
	Iteration 160F: 3 clusters Score -5020331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 150740 members 
Entering Unmasked Estep 
Score: -5020339.000000 Penalty: 1085.422485
	Iteration 161Q: 3 clusters Score -5020339 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 150753 members 
Entering Unmasked Estep 
Score: -5020345.500000 Penalty: 1085.422485
	Iteration 162Q: 3 clusters Score -5020346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 150763 members 
Entering Unmasked Estep 
Score: -5020348.500000 Penalty: 1085.422485
	Iteration 163Q: 3 clusters Score -5020348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 150771 members 
Entering Unmasked Estep 
Score: -5020347.000000 Penalty: 1085.422485
	Iteration 164Q: 3 clusters Score -5020347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 150776 members 
Entering Unmasked Estep 
Score: -5020348.500000 Penalty: 1085.422485
	Iteration 165Q: 3 clusters Score -5020348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 150782 members 
Entering Unmasked Estep 
Score: -5020352.500000 Penalty: 1085.422485
	Iteration 166Q: 3 clusters Score -5020352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 150788 members 
Entering Unmasked Estep 
Score: -5020353.500000 Penalty: 1085.422485
	Iteration 167Q: 3 clusters Score -5020354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 150796 members 
Entering Unmasked Estep 
Score: -5020352.500000 Penalty: 1085.422485
	Iteration 168Q: 3 clusters Score -5020352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 150805 members 
Entering Unmasked Estep 
Score: -5020356.000000 Penalty: 1085.422485
	Iteration 169Q: 3 clusters Score -5020356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 150818 members 
Entering Unmasked Estep 
Score: -5020357.000000 Penalty: 1085.422485
	Iteration 170Q: 3 clusters Score -5020357 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 150829 members 
Entering Unmasked Estep 
Score: -5020355.500000 Penalty: 1085.422485
	Iteration 171Q: 3 clusters Score -5020356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 150846 members 
Entering Unmasked Estep 
Score: -5020364.000000 Penalty: 1085.422485
	Iteration 172Q: 3 clusters Score -5020364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 150859 members 
Entering Unmasked Estep 
Score: -5020373.500000 Penalty: 1085.422485
	Iteration 173Q: 3 clusters Score -5020374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 150869 members 
Entering Unmasked Estep 
Score: -5020378.000000 Penalty: 1085.422485
	Iteration 174Q: 3 clusters Score -5020378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 150879 members 
Entering Unmasked Estep 
Score: -5020382.000000 Penalty: 1085.422485
	Iteration 175Q: 3 clusters Score -5020382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 150888 members 
Entering Unmasked Estep 
Score: -5020386.000000 Penalty: 1085.422485
	Iteration 176Q: 3 clusters Score -5020386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 150899 members 
Entering Unmasked Estep 
Score: -5020385.500000 Penalty: 1085.422485
	Iteration 177Q: 3 clusters Score -5020386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 150903 members 
Entering Unmasked Estep 
Score: -5020386.000000 Penalty: 1085.422485
	Iteration 178Q: 3 clusters Score -5020386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 150906 members 
Entering Unmasked Estep 
Score: -5020388.500000 Penalty: 1085.422485
	Iteration 179Q: 3 clusters Score -5020388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 150910 members 
Entering Unmasked Estep 
Score: -5020391.500000 Penalty: 1085.422485
	Iteration 180F: 3 clusters Score -5020392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 150916 members 
Entering Unmasked Estep 
Score: -5020395.500000 Penalty: 1085.422485
	Iteration 181Q: 3 clusters Score -5020396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 150920 members 
Entering Unmasked Estep 
Score: -5020398.500000 Penalty: 1085.422485
	Iteration 182Q: 3 clusters Score -5020398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 150926 members 
Entering Unmasked Estep 
Score: -5020401.500000 Penalty: 1085.422485
	Iteration 183Q: 3 clusters Score -5020402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 150931 members 
Entering Unmasked Estep 
Score: -5020404.000000 Penalty: 1085.422485
	Iteration 184Q: 3 clusters Score -5020404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 150935 members 
Entering Unmasked Estep 
Score: -5020408.000000 Penalty: 1085.422485
	Iteration 185Q: 3 clusters Score -5020408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 150938 members 
Entering Unmasked Estep 
Score: -5020407.000000 Penalty: 1085.422485
	Iteration 186Q: 3 clusters Score -5020407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 150943 members 
Entering Unmasked Estep 
Score: -5020411.000000 Penalty: 1085.422485
	Iteration 187Q: 3 clusters Score -5020411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 150947 members 
Entering Unmasked Estep 
Score: -5020410.500000 Penalty: 1085.422485
	Iteration 188Q: 3 clusters Score -5020410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 150950 members 
Entering Unmasked Estep 
Score: -5020410.000000 Penalty: 1085.422485
	Iteration 189Q: 3 clusters Score -5020410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 150952 members 
Entering Unmasked Estep 
Score: -5020408.000000 Penalty: 1085.422485
	Iteration 190Q: 3 clusters Score -5020408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 150954 members 
Entering Unmasked Estep 
Score: -5020409.000000 Penalty: 1085.422485
	Iteration 191Q: 3 clusters Score -5020409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 150953 members 
Entering Unmasked Estep 
Score: -5020410.500000 Penalty: 1085.422485
	Iteration 192Q: 3 clusters Score -5020410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 150952 members 
Entering Unmasked Estep 
Score: -5020407.000000 Penalty: 1085.422485
	Iteration 193Q: 3 clusters Score -5020407 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 150952 members 
Entering Unmasked Estep 
Score: -5020407.000000 Penalty: 1085.422485
	Iteration 194F: 3 clusters Score -5020407 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Entering Unmasked Estep 
Score: -1826278.000000 Penalty: 499.758240
	Iteration 0F: 2 clusters Score -1826278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -1786988.375000 Penalty: 999.516479
	Iteration 0F: 3 clusters Score -1786988 nChanged 28527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -1806840.375000 Penalty: 999.516479
	Iteration 1F: 3 clusters Score -1806840 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -1810063.375000 Penalty: 999.516479
	Iteration 2F: 3 clusters Score -1810063 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 26791 members 
Entering Unmasked Estep 
Score: -1814194.500000 Penalty: 999.516479
	Iteration 3F: 3 clusters Score -1814194 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -1817492.250000 Penalty: 999.516479
	Iteration 4F: 3 clusters Score -1817492 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34183 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -1818938.000000 Penalty: 999.516479
	Iteration 5F: 3 clusters Score -1818938 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34958 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -1819619.500000 Penalty: 999.516479
	Iteration 6Q: 3 clusters Score -1819620 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -1820173.875000 Penalty: 999.516479
	Iteration 7Q: 3 clusters Score -1820174 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36539 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -1820676.375000 Penalty: 999.516479
	Iteration 8Q: 3 clusters Score -1820676 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -1821127.250000 Penalty: 999.516479
	Iteration 9Q: 3 clusters Score -1821127 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -1821465.375000 Penalty: 999.516479
	Iteration 10Q: 3 clusters Score -1821465 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38632 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -1821759.625000 Penalty: 999.516479
	Iteration 11Q: 3 clusters Score -1821760 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39305 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -1822007.625000 Penalty: 999.516479
	Iteration 12Q: 3 clusters Score -1822008 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -1822183.625000 Penalty: 999.516479
	Iteration 13Q: 3 clusters Score -1822184 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -1822331.750000 Penalty: 999.516479
	Iteration 14Q: 3 clusters Score -1822332 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -1822465.625000 Penalty: 999.516479
	Iteration 15Q: 3 clusters Score -1822466 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -1822584.250000 Penalty: 999.516479
	Iteration 16Q: 3 clusters Score -1822584 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -1822688.125000 Penalty: 999.516479
	Iteration 17Q: 3 clusters Score -1822688 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42670 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -1822793.875000 Penalty: 999.516479
	Iteration 18Q: 3 clusters Score -1822794 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -1822900.625000 Penalty: 999.516479
	Iteration 19Q: 3 clusters Score -1822901 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -1823006.125000 Penalty: 999.516479
	Iteration 20F: 3 clusters Score -1823006 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44260 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
Score: -1823132.250000 Penalty: 999.516479
	Iteration 21Q: 3 clusters Score -1823132 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44817 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1823233.125000 Penalty: 999.516479
	Iteration 22Q: 3 clusters Score -1823233 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45375 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -1823359.250000 Penalty: 999.516479
	Iteration 23Q: 3 clusters Score -1823359 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45918 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -1823478.625000 Penalty: 999.516479
	Iteration 24Q: 3 clusters Score -1823479 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -1823606.625000 Penalty: 999.516479
	Iteration 25Q: 3 clusters Score -1823607 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -1823753.375000 Penalty: 999.516479
	Iteration 26Q: 3 clusters Score -1823753 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -1823885.000000 Penalty: 999.516479
	Iteration 27Q: 3 clusters Score -1823885 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1824032.125000 Penalty: 999.516479
	Iteration 28Q: 3 clusters Score -1824032 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1824186.375000 Penalty: 999.516479
	Iteration 29Q: 3 clusters Score -1824186 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1824346.875000 Penalty: 999.516479
	Iteration 30Q: 3 clusters Score -1824347 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -1824501.875000 Penalty: 999.516479
	Iteration 31Q: 3 clusters Score -1824502 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50291 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1824646.625000 Penalty: 999.516479
	Iteration 32Q: 3 clusters Score -1824647 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1824772.625000 Penalty: 999.516479
	Iteration 33Q: 3 clusters Score -1824773 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1824896.375000 Penalty: 999.516479
	Iteration 34Q: 3 clusters Score -1824896 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1825026.500000 Penalty: 999.516479
	Iteration 35Q: 3 clusters Score -1825026 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1825151.375000 Penalty: 999.516479
	Iteration 36Q: 3 clusters Score -1825151 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52515 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1825271.750000 Penalty: 999.516479
	Iteration 37Q: 3 clusters Score -1825272 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1825364.625000 Penalty: 999.516479
	Iteration 38Q: 3 clusters Score -1825365 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -1825458.000000 Penalty: 999.516479
	Iteration 39Q: 3 clusters Score -1825458 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53558 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1825536.625000 Penalty: 999.516479
	Iteration 40F: 3 clusters Score -1825537 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53849 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1825613.250000 Penalty: 999.516479
	Iteration 41Q: 3 clusters Score -1825613 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54105 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1825658.750000 Penalty: 999.516479
	Iteration 42Q: 3 clusters Score -1825659 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1825713.875000 Penalty: 999.516479
	Iteration 43Q: 3 clusters Score -1825714 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1825770.250000 Penalty: 999.516479
	Iteration 44Q: 3 clusters Score -1825770 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54768 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1825812.000000 Penalty: 999.516479
	Iteration 45Q: 3 clusters Score -1825812 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54949 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1825850.750000 Penalty: 999.516479
	Iteration 46Q: 3 clusters Score -1825851 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1825892.375000 Penalty: 999.516479
	Iteration 47Q: 3 clusters Score -1825892 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1825922.750000 Penalty: 999.516479
	Iteration 48Q: 3 clusters Score -1825923 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55390 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1825948.750000 Penalty: 999.516479
	Iteration 49Q: 3 clusters Score -1825949 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55517 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1825970.125000 Penalty: 999.516479
	Iteration 50Q: 3 clusters Score -1825970 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55625 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1825986.875000 Penalty: 999.516479
	Iteration 51Q: 3 clusters Score -1825987 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55727 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1826005.250000 Penalty: 999.516479
	Iteration 52Q: 3 clusters Score -1826005 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -1826017.625000 Penalty: 999.516479
	Iteration 53Q: 3 clusters Score -1826018 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55900 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1826025.500000 Penalty: 999.516479
	Iteration 54Q: 3 clusters Score -1826026 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55994 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1826036.375000 Penalty: 999.516479
	Iteration 55Q: 3 clusters Score -1826036 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56070 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1826048.375000 Penalty: 999.516479
	Iteration 56Q: 3 clusters Score -1826048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1826059.625000 Penalty: 999.516479
	Iteration 57Q: 3 clusters Score -1826060 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56201 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1826066.500000 Penalty: 999.516479
	Iteration 58Q: 3 clusters Score -1826066 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56251 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1826070.500000 Penalty: 999.516479
	Iteration 59Q: 3 clusters Score -1826070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56296 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1826071.750000 Penalty: 999.516479
	Iteration 60F: 3 clusters Score -1826072 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56335 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1826079.875000 Penalty: 999.516479
	Iteration 61Q: 3 clusters Score -1826080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56366 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1826074.750000 Penalty: 999.516479
	Iteration 62Q: 3 clusters Score -1826075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1826077.625000 Penalty: 999.516479
	Iteration 63Q: 3 clusters Score -1826078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56404 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1826076.875000 Penalty: 999.516479
	Iteration 64Q: 3 clusters Score -1826077 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1826080.500000 Penalty: 999.516479
	Iteration 65Q: 3 clusters Score -1826080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56435 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1826078.125000 Penalty: 999.516479
	Iteration 66Q: 3 clusters Score -1826078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56453 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -1826079.000000 Penalty: 999.516479
	Iteration 67Q: 3 clusters Score -1826079 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56479 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1826084.125000 Penalty: 999.516479
	Iteration 68Q: 3 clusters Score -1826084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56501 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1826085.125000 Penalty: 999.516479
	Iteration 69Q: 3 clusters Score -1826085 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56525 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1826090.625000 Penalty: 999.516479
	Iteration 70Q: 3 clusters Score -1826091 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1826093.625000 Penalty: 999.516479
	Iteration 71Q: 3 clusters Score -1826094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1826097.250000 Penalty: 999.516479
	Iteration 72Q: 3 clusters Score -1826097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56561 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1826099.125000 Penalty: 999.516479
	Iteration 73Q: 3 clusters Score -1826099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -1826099.000000 Penalty: 999.516479
	Iteration 74Q: 3 clusters Score -1826099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1826100.875000 Penalty: 999.516479
	Iteration 75Q: 3 clusters Score -1826101 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56595 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1826103.250000 Penalty: 999.516479
	Iteration 76Q: 3 clusters Score -1826103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1826101.625000 Penalty: 999.516479
	Iteration 77Q: 3 clusters Score -1826102 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1826103.500000 Penalty: 999.516479
	Iteration 78Q: 3 clusters Score -1826104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1826101.000000 Penalty: 999.516479
	Iteration 79Q: 3 clusters Score -1826101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56617 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1826099.375000 Penalty: 999.516479
	Iteration 80F: 3 clusters Score -1826099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56627 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1826101.750000 Penalty: 999.516479
	Iteration 81Q: 3 clusters Score -1826102 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56645 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1826106.500000 Penalty: 999.516479
	Iteration 82Q: 3 clusters Score -1826106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1826110.875000 Penalty: 999.516479
	Iteration 83Q: 3 clusters Score -1826111 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56672 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1826108.500000 Penalty: 999.516479
	Iteration 84Q: 3 clusters Score -1826108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1826110.000000 Penalty: 999.516479
	Iteration 85Q: 3 clusters Score -1826110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56697 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1826110.250000 Penalty: 999.516479
	Iteration 86Q: 3 clusters Score -1826110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56706 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1826109.375000 Penalty: 999.516479
	Iteration 87Q: 3 clusters Score -1826109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56712 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1826113.250000 Penalty: 999.516479
	Iteration 88Q: 3 clusters Score -1826113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1826111.500000 Penalty: 999.516479
	Iteration 89Q: 3 clusters Score -1826112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56724 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1826113.500000 Penalty: 999.516479
	Iteration 90Q: 3 clusters Score -1826114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1826113.750000 Penalty: 999.516479
	Iteration 91Q: 3 clusters Score -1826114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1826116.250000 Penalty: 999.516479
	Iteration 92Q: 3 clusters Score -1826116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56746 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1826114.750000 Penalty: 999.516479
	Iteration 93Q: 3 clusters Score -1826115 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56752 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1826112.125000 Penalty: 999.516479
	Iteration 94Q: 3 clusters Score -1826112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56760 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1826116.500000 Penalty: 999.516479
	Iteration 95Q: 3 clusters Score -1826116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56769 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1826116.125000 Penalty: 999.516479
	Iteration 96Q: 3 clusters Score -1826116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56775 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1826118.125000 Penalty: 999.516479
	Iteration 97Q: 3 clusters Score -1826118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56781 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1826119.000000 Penalty: 999.516479
	Iteration 98Q: 3 clusters Score -1826119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56787 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1826119.500000 Penalty: 999.516479
	Iteration 99Q: 3 clusters Score -1826120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56789 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1826117.875000 Penalty: 999.516479
	Iteration 100F: 3 clusters Score -1826118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56790 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1826119.375000 Penalty: 999.516479
	Iteration 101Q: 3 clusters Score -1826119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1826118.500000 Penalty: 999.516479
	Iteration 102Q: 3 clusters Score -1826118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56791 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1826118.500000 Penalty: 999.516479
	Iteration 103F: 3 clusters Score -1826118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Entering Unmasked Estep 
Score: -175818.375000 Penalty: 391.744659
	Iteration 0F: 2 clusters Score -175818.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -172119.500000 Penalty: 783.489319
	Iteration 0F: 3 clusters Score -172119.5 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -173711.562500 Penalty: 783.489319
	Iteration 1F: 3 clusters Score -173711.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -173934.968750 Penalty: 783.489319
	Iteration 2F: 3 clusters Score -173935 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -174106.250000 Penalty: 783.489319
	Iteration 3F: 3 clusters Score -174106.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -174246.671875 Penalty: 783.489319
	Iteration 4F: 3 clusters Score -174246.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -174387.906250 Penalty: 783.489319
	Iteration 5Q: 3 clusters Score -174387.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -174534.234375 Penalty: 783.489319
	Iteration 6Q: 3 clusters Score -174534.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -174676.968750 Penalty: 783.489319
	Iteration 7Q: 3 clusters Score -174677 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -174819.421875 Penalty: 783.489319
	Iteration 8Q: 3 clusters Score -174819.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -174948.187500 Penalty: 783.489319
	Iteration 9Q: 3 clusters Score -174948.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -175027.390625 Penalty: 783.489319
	Iteration 10Q: 3 clusters Score -175027.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -175075.875000 Penalty: 783.489319
	Iteration 11Q: 3 clusters Score -175075.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -175115.578125 Penalty: 783.489319
	Iteration 12Q: 3 clusters Score -175115.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -175144.859375 Penalty: 783.489319
	Iteration 13Q: 3 clusters Score -175144.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -175167.968750 Penalty: 783.489319
	Iteration 14Q: 3 clusters Score -175168 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -175188.421875 Penalty: 783.489319
	Iteration 15Q: 3 clusters Score -175188.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -175213.390625 Penalty: 783.489319
	Iteration 16Q: 3 clusters Score -175213.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -175240.578125 Penalty: 783.489319
	Iteration 17Q: 3 clusters Score -175240.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -175266.546875 Penalty: 783.489319
	Iteration 18Q: 3 clusters Score -175266.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -175293.953125 Penalty: 783.489319
	Iteration 19Q: 3 clusters Score -175294 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -175315.093750 Penalty: 783.489319
	Iteration 20F: 3 clusters Score -175315.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -175336.687500 Penalty: 783.489319
	Iteration 21Q: 3 clusters Score -175336.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -175354.390625 Penalty: 783.489319
	Iteration 22Q: 3 clusters Score -175354.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -175368.875000 Penalty: 783.489319
	Iteration 23Q: 3 clusters Score -175368.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -175377.171875 Penalty: 783.489319
	Iteration 24Q: 3 clusters Score -175377.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -175385.234375 Penalty: 783.489319
	Iteration 25Q: 3 clusters Score -175385.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -175391.562500 Penalty: 783.489319
	Iteration 26Q: 3 clusters Score -175391.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -175396.484375 Penalty: 783.489319
	Iteration 27Q: 3 clusters Score -175396.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -175400.593750 Penalty: 783.489319
	Iteration 28Q: 3 clusters Score -175400.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -175405.109375 Penalty: 783.489319
	Iteration 29Q: 3 clusters Score -175405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -175407.937500 Penalty: 783.489319
	Iteration 30Q: 3 clusters Score -175407.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -175412.265625 Penalty: 783.489319
	Iteration 31Q: 3 clusters Score -175412.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -175415.296875 Penalty: 783.489319
	Iteration 32Q: 3 clusters Score -175415.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -175416.093750 Penalty: 783.489319
	Iteration 33Q: 3 clusters Score -175416.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -175416.593750 Penalty: 783.489319
	Iteration 34Q: 3 clusters Score -175416.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -175417.375000 Penalty: 783.489319
	Iteration 35Q: 3 clusters Score -175417.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -175418.843750 Penalty: 783.489319
	Iteration 36Q: 3 clusters Score -175418.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -175422.218750 Penalty: 783.489319
	Iteration 37Q: 3 clusters Score -175422.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -175430.703125 Penalty: 783.489319
	Iteration 38Q: 3 clusters Score -175430.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -175433.343750 Penalty: 783.489319
	Iteration 39Q: 3 clusters Score -175433.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -175433.828125 Penalty: 783.489319
	Iteration 40F: 3 clusters Score -175433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -175435.234375 Penalty: 783.489319
	Iteration 41Q: 3 clusters Score -175435.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -175435.859375 Penalty: 783.489319
	Iteration 42Q: 3 clusters Score -175435.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -175435.937500 Penalty: 783.489319
	Iteration 43Q: 3 clusters Score -175435.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -175435.937500 Penalty: 783.489319
	Iteration 44F: 3 clusters Score -175435.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25589 members 
Entering Unmasked Estep 
Score: -811458.750000 Penalty: 461.821259
	Iteration 0F: 2 clusters Score -811458.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 12735 members 
Entering Unmasked Estep 
Score: -794293.125000 Penalty: 923.642517
	Iteration 0F: 3 clusters Score -794293.1 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -801746.062500 Penalty: 923.642517
	Iteration 1F: 3 clusters Score -801746.1 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -802371.812500 Penalty: 923.642517
	Iteration 2F: 3 clusters Score -802371.8 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -803121.437500 Penalty: 923.642517
	Iteration 3F: 3 clusters Score -803121.4 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -804015.750000 Penalty: 923.642517
	Iteration 4F: 3 clusters Score -804015.8 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -805004.312500 Penalty: 923.642517
	Iteration 5F: 3 clusters Score -805004.3 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -806029.937500 Penalty: 923.642517
	Iteration 6F: 3 clusters Score -806029.9 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -806976.250000 Penalty: 923.642517
	Iteration 7F: 3 clusters Score -806976.2 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -807673.375000 Penalty: 923.642517
	Iteration 8Q: 3 clusters Score -807673.4 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -808104.125000 Penalty: 923.642517
	Iteration 9Q: 3 clusters Score -808104.1 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -808329.375000 Penalty: 923.642517
	Iteration 10Q: 3 clusters Score -808329.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -808470.062500 Penalty: 923.642517
	Iteration 11Q: 3 clusters Score -808470.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -808552.875000 Penalty: 923.642517
	Iteration 12Q: 3 clusters Score -808552.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -808620.312500 Penalty: 923.642517
	Iteration 13Q: 3 clusters Score -808620.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -808669.500000 Penalty: 923.642517
	Iteration 14Q: 3 clusters Score -808669.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -808705.375000 Penalty: 923.642517
	Iteration 15Q: 3 clusters Score -808705.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -808739.562500 Penalty: 923.642517
	Iteration 16Q: 3 clusters Score -808739.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -808768.750000 Penalty: 923.642517
	Iteration 17Q: 3 clusters Score -808768.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -808794.562500 Penalty: 923.642517
	Iteration 18Q: 3 clusters Score -808794.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -808821.812500 Penalty: 923.642517
	Iteration 19Q: 3 clusters Score -808821.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -808847.625000 Penalty: 923.642517
	Iteration 20F: 3 clusters Score -808847.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -808866.000000 Penalty: 923.642517
	Iteration 21Q: 3 clusters Score -808866 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -808878.187500 Penalty: 923.642517
	Iteration 22Q: 3 clusters Score -808878.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -808893.187500 Penalty: 923.642517
	Iteration 23Q: 3 clusters Score -808893.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -808900.062500 Penalty: 923.642517
	Iteration 24Q: 3 clusters Score -808900.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -808907.250000 Penalty: 923.642517
	Iteration 25Q: 3 clusters Score -808907.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -808915.750000 Penalty: 923.642517
	Iteration 26Q: 3 clusters Score -808915.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -808924.437500 Penalty: 923.642517
	Iteration 27Q: 3 clusters Score -808924.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -808932.312500 Penalty: 923.642517
	Iteration 28Q: 3 clusters Score -808932.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -808941.125000 Penalty: 923.642517
	Iteration 29Q: 3 clusters Score -808941.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -808951.250000 Penalty: 923.642517
	Iteration 30Q: 3 clusters Score -808951.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -808969.187500 Penalty: 923.642517
	Iteration 31Q: 3 clusters Score -808969.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -808978.937500 Penalty: 923.642517
	Iteration 32Q: 3 clusters Score -808978.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -808986.312500 Penalty: 923.642517
	Iteration 33Q: 3 clusters Score -808986.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -808995.375000 Penalty: 923.642517
	Iteration 34Q: 3 clusters Score -808995.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -809004.562500 Penalty: 923.642517
	Iteration 35Q: 3 clusters Score -809004.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -809011.500000 Penalty: 923.642517
	Iteration 36Q: 3 clusters Score -809011.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 10982 members 
Entering Unmasked Estep 
Score: -809019.312500 Penalty: 923.642517
	Iteration 37Q: 3 clusters Score -809019.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14694 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -809021.000000 Penalty: 923.642517
	Iteration 38Q: 3 clusters Score -809021 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -809028.812500 Penalty: 923.642517
	Iteration 39Q: 3 clusters Score -809028.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -809034.062500 Penalty: 923.642517
	Iteration 40F: 3 clusters Score -809034.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -809048.125000 Penalty: 923.642517
	Iteration 41Q: 3 clusters Score -809048.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -809063.875000 Penalty: 923.642517
	Iteration 42Q: 3 clusters Score -809063.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15249 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -809075.812500 Penalty: 923.642517
	Iteration 43Q: 3 clusters Score -809075.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -809094.687500 Penalty: 923.642517
	Iteration 44Q: 3 clusters Score -809094.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -809105.625000 Penalty: 923.642517
	Iteration 45Q: 3 clusters Score -809105.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -809115.562500 Penalty: 923.642517
	Iteration 46Q: 3 clusters Score -809115.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -809123.125000 Penalty: 923.642517
	Iteration 47Q: 3 clusters Score -809123.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -809132.875000 Penalty: 923.642517
	Iteration 48Q: 3 clusters Score -809132.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -809141.125000 Penalty: 923.642517
	Iteration 49Q: 3 clusters Score -809141.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -809148.000000 Penalty: 923.642517
	Iteration 50Q: 3 clusters Score -809148 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -809157.625000 Penalty: 923.642517
	Iteration 51Q: 3 clusters Score -809157.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -809163.125000 Penalty: 923.642517
	Iteration 52Q: 3 clusters Score -809163.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -809168.375000 Penalty: 923.642517
	Iteration 53Q: 3 clusters Score -809168.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -809177.562500 Penalty: 923.642517
	Iteration 54Q: 3 clusters Score -809177.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -809183.937500 Penalty: 923.642517
	Iteration 55Q: 3 clusters Score -809183.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -809192.250000 Penalty: 923.642517
	Iteration 56Q: 3 clusters Score -809192.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -809201.750000 Penalty: 923.642517
	Iteration 57Q: 3 clusters Score -809201.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -809210.250000 Penalty: 923.642517
	Iteration 58Q: 3 clusters Score -809210.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -809218.125000 Penalty: 923.642517
	Iteration 59Q: 3 clusters Score -809218.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -809229.250000 Penalty: 923.642517
	Iteration 60F: 3 clusters Score -809229.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -809243.062500 Penalty: 923.642517
	Iteration 61Q: 3 clusters Score -809243.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -809258.062500 Penalty: 923.642517
	Iteration 62Q: 3 clusters Score -809258.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -809271.437500 Penalty: 923.642517
	Iteration 63Q: 3 clusters Score -809271.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -809288.437500 Penalty: 923.642517
	Iteration 64Q: 3 clusters Score -809288.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -809305.062500 Penalty: 923.642517
	Iteration 65Q: 3 clusters Score -809305.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -809320.812500 Penalty: 923.642517
	Iteration 66Q: 3 clusters Score -809320.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -809348.687500 Penalty: 923.642517
	Iteration 67Q: 3 clusters Score -809348.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -809377.625000 Penalty: 923.642517
	Iteration 68Q: 3 clusters Score -809377.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -809407.812500 Penalty: 923.642517
	Iteration 69Q: 3 clusters Score -809407.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -809437.437500 Penalty: 923.642517
	Iteration 70Q: 3 clusters Score -809437.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -809476.562500 Penalty: 923.642517
	Iteration 71Q: 3 clusters Score -809476.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -809509.000000 Penalty: 923.642517
	Iteration 72Q: 3 clusters Score -809509 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -809540.562500 Penalty: 923.642517
	Iteration 73Q: 3 clusters Score -809540.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -809574.000000 Penalty: 923.642517
	Iteration 74Q: 3 clusters Score -809574 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -809618.500000 Penalty: 923.642517
	Iteration 75Q: 3 clusters Score -809618.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -809660.937500 Penalty: 923.642517
	Iteration 76Q: 3 clusters Score -809660.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -809709.250000 Penalty: 923.642517
	Iteration 77Q: 3 clusters Score -809709.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -809754.625000 Penalty: 923.642517
	Iteration 78Q: 3 clusters Score -809754.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -809812.125000 Penalty: 923.642517
	Iteration 79Q: 3 clusters Score -809812.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -809858.687500 Penalty: 923.642517
	Iteration 80F: 3 clusters Score -809858.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -809901.375000 Penalty: 923.642517
	Iteration 81Q: 3 clusters Score -809901.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -809950.375000 Penalty: 923.642517
	Iteration 82Q: 3 clusters Score -809950.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -810008.125000 Penalty: 923.642517
	Iteration 83Q: 3 clusters Score -810008.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -810069.250000 Penalty: 923.642517
	Iteration 84Q: 3 clusters Score -810069.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -810116.375000 Penalty: 923.642517
	Iteration 85Q: 3 clusters Score -810116.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -810174.375000 Penalty: 923.642517
	Iteration 86Q: 3 clusters Score -810174.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -810232.937500 Penalty: 923.642517
	Iteration 87Q: 3 clusters Score -810232.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -810281.812500 Penalty: 923.642517
	Iteration 88Q: 3 clusters Score -810281.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -810342.187500 Penalty: 923.642517
	Iteration 89Q: 3 clusters Score -810342.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -810412.625000 Penalty: 923.642517
	Iteration 90Q: 3 clusters Score -810412.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -810489.312500 Penalty: 923.642517
	Iteration 91Q: 3 clusters Score -810489.3 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -810567.812500 Penalty: 923.642517
	Iteration 92Q: 3 clusters Score -810567.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -810638.812500 Penalty: 923.642517
	Iteration 93Q: 3 clusters Score -810638.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -810695.750000 Penalty: 923.642517
	Iteration 94Q: 3 clusters Score -810695.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -810743.437500 Penalty: 923.642517
	Iteration 95Q: 3 clusters Score -810743.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -810786.687500 Penalty: 923.642517
	Iteration 96Q: 3 clusters Score -810786.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -810829.500000 Penalty: 923.642517
	Iteration 97Q: 3 clusters Score -810829.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -810865.062500 Penalty: 923.642517
	Iteration 98Q: 3 clusters Score -810865.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -810901.312500 Penalty: 923.642517
	Iteration 99Q: 3 clusters Score -810901.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -810930.250000 Penalty: 923.642517
	Iteration 100F: 3 clusters Score -810930.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24598 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -810952.812500 Penalty: 923.642517
	Iteration 101Q: 3 clusters Score -810952.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -810972.625000 Penalty: 923.642517
	Iteration 102Q: 3 clusters Score -810972.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -810987.812500 Penalty: 923.642517
	Iteration 103Q: 3 clusters Score -810987.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -810998.000000 Penalty: 923.642517
	Iteration 104Q: 3 clusters Score -810998 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -811006.750000 Penalty: 923.642517
	Iteration 105Q: 3 clusters Score -811006.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -811016.187500 Penalty: 923.642517
	Iteration 106Q: 3 clusters Score -811016.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -811027.125000 Penalty: 923.642517
	Iteration 107Q: 3 clusters Score -811027.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -811034.125000 Penalty: 923.642517
	Iteration 108Q: 3 clusters Score -811034.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24943 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -811044.187500 Penalty: 923.642517
	Iteration 109Q: 3 clusters Score -811044.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -811049.625000 Penalty: 923.642517
	Iteration 110Q: 3 clusters Score -811049.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -811058.312500 Penalty: 923.642517
	Iteration 111Q: 3 clusters Score -811058.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -811065.687500 Penalty: 923.642517
	Iteration 112Q: 3 clusters Score -811065.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -811069.812500 Penalty: 923.642517
	Iteration 113Q: 3 clusters Score -811069.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25063 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -811078.812500 Penalty: 923.642517
	Iteration 114Q: 3 clusters Score -811078.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25079 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -811083.625000 Penalty: 923.642517
	Iteration 115Q: 3 clusters Score -811083.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -811087.187500 Penalty: 923.642517
	Iteration 116Q: 3 clusters Score -811087.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25104 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -811094.937500 Penalty: 923.642517
	Iteration 117Q: 3 clusters Score -811094.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -811099.750000 Penalty: 923.642517
	Iteration 118Q: 3 clusters Score -811099.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25124 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -811101.687500 Penalty: 923.642517
	Iteration 119Q: 3 clusters Score -811101.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -811102.562500 Penalty: 923.642517
	Iteration 120F: 3 clusters Score -811102.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -811103.500000 Penalty: 923.642517
	Iteration 121Q: 3 clusters Score -811103.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -811103.437500 Penalty: 923.642517
	Iteration 122Q: 3 clusters Score -811103.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -811103.875000 Penalty: 923.642517
	Iteration 123Q: 3 clusters Score -811103.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -811105.125000 Penalty: 923.642517
	Iteration 124Q: 3 clusters Score -811105.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -811106.875000 Penalty: 923.642517
	Iteration 125Q: 3 clusters Score -811106.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -811111.875000 Penalty: 923.642517
	Iteration 126Q: 3 clusters Score -811111.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -811119.875000 Penalty: 923.642517
	Iteration 127Q: 3 clusters Score -811119.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -811124.062500 Penalty: 923.642517
	Iteration 128Q: 3 clusters Score -811124.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -811128.312500 Penalty: 923.642517
	Iteration 129Q: 3 clusters Score -811128.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -811130.625000 Penalty: 923.642517
	Iteration 130Q: 3 clusters Score -811130.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25196 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -811133.000000 Penalty: 923.642517
	Iteration 131Q: 3 clusters Score -811133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -811133.812500 Penalty: 923.642517
	Iteration 132Q: 3 clusters Score -811133.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -811133.812500 Penalty: 923.642517
	Iteration 133Q: 3 clusters Score -811133.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -811134.687500 Penalty: 923.642517
	Iteration 134Q: 3 clusters Score -811134.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -811135.437500 Penalty: 923.642517
	Iteration 135Q: 3 clusters Score -811135.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25210 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -811136.312500 Penalty: 923.642517
	Iteration 136Q: 3 clusters Score -811136.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -811136.375000 Penalty: 923.642517
	Iteration 137Q: 3 clusters Score -811136.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -811136.375000 Penalty: 923.642517
	Iteration 138F: 3 clusters Score -811136.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Entering Unmasked Estep 
Score: -54951.210938 Penalty: 340.895233
	Iteration 0F: 2 clusters Score -54951.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -53669.554688 Penalty: 681.790466
	Iteration 0F: 3 clusters Score -53669.55 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -54140.210938 Penalty: 681.790466
	Iteration 1F: 3 clusters Score -54140.21 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -54278.894531 Penalty: 681.790466
	Iteration 2F: 3 clusters Score -54278.89 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -54375.441406 Penalty: 681.790466
	Iteration 3F: 3 clusters Score -54375.44 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -54485.218750 Penalty: 681.790466
	Iteration 4F: 3 clusters Score -54485.22 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -54557.351562 Penalty: 681.790466
	Iteration 5F: 3 clusters Score -54557.35 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -54613.972656 Penalty: 681.790466
	Iteration 6Q: 3 clusters Score -54613.97 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -54654.324219 Penalty: 681.790466
	Iteration 7Q: 3 clusters Score -54654.32 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -54683.109375 Penalty: 681.790466
	Iteration 8Q: 3 clusters Score -54683.11 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -54708.261719 Penalty: 681.790466
	Iteration 9Q: 3 clusters Score -54708.26 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -54732.972656 Penalty: 681.790466
	Iteration 10Q: 3 clusters Score -54732.97 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -54748.339844 Penalty: 681.790466
	Iteration 11Q: 3 clusters Score -54748.34 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -54766.457031 Penalty: 681.790466
	Iteration 12Q: 3 clusters Score -54766.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -54780.246094 Penalty: 681.790466
	Iteration 13Q: 3 clusters Score -54780.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -54790.832031 Penalty: 681.790466
	Iteration 14Q: 3 clusters Score -54790.83 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -54799.062500 Penalty: 681.790466
	Iteration 15Q: 3 clusters Score -54799.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -54804.808594 Penalty: 681.790466
	Iteration 16Q: 3 clusters Score -54804.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -54807.425781 Penalty: 681.790466
	Iteration 17Q: 3 clusters Score -54807.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -54809.816406 Penalty: 681.790466
	Iteration 18Q: 3 clusters Score -54809.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -54812.199219 Penalty: 681.790466
	Iteration 19Q: 3 clusters Score -54812.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -54815.972656 Penalty: 681.790466
	Iteration 20F: 3 clusters Score -54815.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -54817.503906 Penalty: 681.790466
	Iteration 21Q: 3 clusters Score -54817.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -54818.859375 Penalty: 681.790466
	Iteration 22Q: 3 clusters Score -54818.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -54820.281250 Penalty: 681.790466
	Iteration 23Q: 3 clusters Score -54820.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -54821.878906 Penalty: 681.790466
	Iteration 24Q: 3 clusters Score -54821.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -54822.105469 Penalty: 681.790466
	Iteration 25Q: 3 clusters Score -54822.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -54822.105469 Penalty: 681.790466
	Iteration 26F: 3 clusters Score -54822.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Entering Unmasked Estep 
Score: -63562.894531 Penalty: 345.360779
	Iteration 0F: 2 clusters Score -63562.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -62144.875000 Penalty: 690.721558
	Iteration 0F: 3 clusters Score -62144.88 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -62606.894531 Penalty: 690.721558
	Iteration 1F: 3 clusters Score -62606.89 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -62705.468750 Penalty: 690.721558
	Iteration 2F: 3 clusters Score -62705.47 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -62783.414062 Penalty: 690.721558
	Iteration 3F: 3 clusters Score -62783.41 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -62844.085938 Penalty: 690.721558
	Iteration 4F: 3 clusters Score -62844.09 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -62890.886719 Penalty: 690.721558
	Iteration 5Q: 3 clusters Score -62890.89 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -62944.609375 Penalty: 690.721558
	Iteration 6Q: 3 clusters Score -62944.61 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -62998.031250 Penalty: 690.721558
	Iteration 7Q: 3 clusters Score -62998.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -63036.121094 Penalty: 690.721558
	Iteration 8Q: 3 clusters Score -63036.12 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -63062.582031 Penalty: 690.721558
	Iteration 9Q: 3 clusters Score -63062.58 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -63078.929688 Penalty: 690.721558
	Iteration 10Q: 3 clusters Score -63078.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -63092.304688 Penalty: 690.721558
	Iteration 11Q: 3 clusters Score -63092.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -63100.476562 Penalty: 690.721558
	Iteration 12Q: 3 clusters Score -63100.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -63113.847656 Penalty: 690.721558
	Iteration 13Q: 3 clusters Score -63113.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -63121.824219 Penalty: 690.721558
	Iteration 14Q: 3 clusters Score -63121.82 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -63126.320312 Penalty: 690.721558
	Iteration 15Q: 3 clusters Score -63126.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -63131.644531 Penalty: 690.721558
	Iteration 16Q: 3 clusters Score -63131.64 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -63135.640625 Penalty: 690.721558
	Iteration 17Q: 3 clusters Score -63135.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -63139.558594 Penalty: 690.721558
	Iteration 18Q: 3 clusters Score -63139.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -63142.796875 Penalty: 690.721558
	Iteration 19Q: 3 clusters Score -63142.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -63144.875000 Penalty: 690.721558
	Iteration 20F: 3 clusters Score -63144.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -63146.289062 Penalty: 690.721558
	Iteration 21Q: 3 clusters Score -63146.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -63146.640625 Penalty: 690.721558
	Iteration 22Q: 3 clusters Score -63146.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -63147.253906 Penalty: 690.721558
	Iteration 23Q: 3 clusters Score -63147.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -63148.417969 Penalty: 690.721558
	Iteration 24Q: 3 clusters Score -63148.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -63149.753906 Penalty: 690.721558
	Iteration 25Q: 3 clusters Score -63149.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -63152.863281 Penalty: 690.721558
	Iteration 26Q: 3 clusters Score -63152.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -63159.527344 Penalty: 690.721558
	Iteration 27Q: 3 clusters Score -63159.53 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -63165.441406 Penalty: 690.721558
	Iteration 28Q: 3 clusters Score -63165.44 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -63169.484375 Penalty: 690.721558
	Iteration 29Q: 3 clusters Score -63169.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -63172.898438 Penalty: 690.721558
	Iteration 30Q: 3 clusters Score -63172.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -63176.183594 Penalty: 690.721558
	Iteration 31Q: 3 clusters Score -63176.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -63178.753906 Penalty: 690.721558
	Iteration 32Q: 3 clusters Score -63178.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -63181.050781 Penalty: 690.721558
	Iteration 33Q: 3 clusters Score -63181.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -63183.738281 Penalty: 690.721558
	Iteration 34Q: 3 clusters Score -63183.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -63186.539062 Penalty: 690.721558
	Iteration 35Q: 3 clusters Score -63186.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -63188.152344 Penalty: 690.721558
	Iteration 36Q: 3 clusters Score -63188.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -63189.687500 Penalty: 690.721558
	Iteration 37Q: 3 clusters Score -63189.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -63191.667969 Penalty: 690.721558
	Iteration 38Q: 3 clusters Score -63191.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -63193.472656 Penalty: 690.721558
	Iteration 39Q: 3 clusters Score -63193.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -63194.359375 Penalty: 690.721558
	Iteration 40F: 3 clusters Score -63194.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -63195.179688 Penalty: 690.721558
	Iteration 41Q: 3 clusters Score -63195.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -63195.796875 Penalty: 690.721558
	Iteration 42Q: 3 clusters Score -63195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -63196.234375 Penalty: 690.721558
	Iteration 43Q: 3 clusters Score -63196.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -63196.386719 Penalty: 690.721558
	Iteration 44Q: 3 clusters Score -63196.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -63196.386719 Penalty: 690.721558
	Iteration 45F: 3 clusters Score -63196.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Entering Unmasked Estep 
Score: -259575.453125 Penalty: 413.109070
	Iteration 0F: 2 clusters Score -259575.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -253721.843750 Penalty: 826.218140
	Iteration 0F: 3 clusters Score -253721.8 nChanged 4071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -255966.921875 Penalty: 826.218140
	Iteration 1F: 3 clusters Score -255966.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -256136.609375 Penalty: 826.218140
	Iteration 2Q: 3 clusters Score -256136.6 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -256362.453125 Penalty: 826.218140
	Iteration 3F: 3 clusters Score -256362.5 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -256593.312500 Penalty: 826.218140
	Iteration 4Q: 3 clusters Score -256593.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -256938.843750 Penalty: 826.218140
	Iteration 5F: 3 clusters Score -256938.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -257381.078125 Penalty: 826.218140
	Iteration 6F: 3 clusters Score -257381.1 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -257845.109375 Penalty: 826.218140
	Iteration 7F: 3 clusters Score -257845.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -258210.390625 Penalty: 826.218140
	Iteration 8F: 3 clusters Score -258210.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -258438.031250 Penalty: 826.218140
	Iteration 9Q: 3 clusters Score -258438 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -258588.750000 Penalty: 826.218140
	Iteration 10Q: 3 clusters Score -258588.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -258696.031250 Penalty: 826.218140
	Iteration 11Q: 3 clusters Score -258696 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -258785.203125 Penalty: 826.218140
	Iteration 12Q: 3 clusters Score -258785.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -258860.406250 Penalty: 826.218140
	Iteration 13Q: 3 clusters Score -258860.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -258933.593750 Penalty: 826.218140
	Iteration 14Q: 3 clusters Score -258933.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -258994.906250 Penalty: 826.218140
	Iteration 15Q: 3 clusters Score -258994.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -259045.437500 Penalty: 826.218140
	Iteration 16Q: 3 clusters Score -259045.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -259096.828125 Penalty: 826.218140
	Iteration 17Q: 3 clusters Score -259096.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -259140.921875 Penalty: 826.218140
	Iteration 18Q: 3 clusters Score -259140.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -259167.218750 Penalty: 826.218140
	Iteration 19Q: 3 clusters Score -259167.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -259188.562500 Penalty: 826.218140
	Iteration 20F: 3 clusters Score -259188.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -259204.781250 Penalty: 826.218140
	Iteration 21Q: 3 clusters Score -259204.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -259221.078125 Penalty: 826.218140
	Iteration 22Q: 3 clusters Score -259221.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -259237.359375 Penalty: 826.218140
	Iteration 23Q: 3 clusters Score -259237.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -259245.484375 Penalty: 826.218140
	Iteration 24Q: 3 clusters Score -259245.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -259251.312500 Penalty: 826.218140
	Iteration 25Q: 3 clusters Score -259251.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -259259.984375 Penalty: 826.218140
	Iteration 26Q: 3 clusters Score -259260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -259268.937500 Penalty: 826.218140
	Iteration 27Q: 3 clusters Score -259268.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -259274.062500 Penalty: 826.218140
	Iteration 28Q: 3 clusters Score -259274.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -259277.843750 Penalty: 826.218140
	Iteration 29Q: 3 clusters Score -259277.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -259280.453125 Penalty: 826.218140
	Iteration 30Q: 3 clusters Score -259280.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -259284.656250 Penalty: 826.218140
	Iteration 31Q: 3 clusters Score -259284.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -259284.937500 Penalty: 826.218140
	Iteration 32Q: 3 clusters Score -259284.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -259284.937500 Penalty: 826.218140
	Iteration 33F: 3 clusters Score -259284.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Entering Unmasked Estep 
Score: -666265.187500 Penalty: 452.893555
	Iteration 0F: 2 clusters Score -666265.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -652264.437500 Penalty: 905.787109
	Iteration 0F: 3 clusters Score -652264.4 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -659274.562500 Penalty: 905.787109
	Iteration 1F: 3 clusters Score -659274.6 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -660079.687500 Penalty: 905.787109
	Iteration 2F: 3 clusters Score -660079.7 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -660851.062500 Penalty: 905.787109
	Iteration 3F: 3 clusters Score -660851.1 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -661672.875000 Penalty: 905.787109
	Iteration 4F: 3 clusters Score -661672.9 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -662553.000000 Penalty: 905.787109
	Iteration 5F: 3 clusters Score -662553 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -663318.250000 Penalty: 905.787109
	Iteration 6Q: 3 clusters Score -663318.2 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -663863.062500 Penalty: 905.787109
	Iteration 7Q: 3 clusters Score -663863.1 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -664229.812500 Penalty: 905.787109
	Iteration 8Q: 3 clusters Score -664229.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -664543.625000 Penalty: 905.787109
	Iteration 9Q: 3 clusters Score -664543.6 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -664800.625000 Penalty: 905.787109
	Iteration 10Q: 3 clusters Score -664800.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -665024.625000 Penalty: 905.787109
	Iteration 11Q: 3 clusters Score -665024.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -665214.937500 Penalty: 905.787109
	Iteration 12Q: 3 clusters Score -665214.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -665380.625000 Penalty: 905.787109
	Iteration 13Q: 3 clusters Score -665380.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -665502.250000 Penalty: 905.787109
	Iteration 14Q: 3 clusters Score -665502.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -665591.875000 Penalty: 905.787109
	Iteration 15Q: 3 clusters Score -665591.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -665678.250000 Penalty: 905.787109
	Iteration 16Q: 3 clusters Score -665678.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -665752.750000 Penalty: 905.787109
	Iteration 17Q: 3 clusters Score -665752.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -665801.437500 Penalty: 905.787109
	Iteration 18Q: 3 clusters Score -665801.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -665827.625000 Penalty: 905.787109
	Iteration 19Q: 3 clusters Score -665827.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -665855.687500 Penalty: 905.787109
	Iteration 20F: 3 clusters Score -665855.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -665880.375000 Penalty: 905.787109
	Iteration 21Q: 3 clusters Score -665880.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -665902.625000 Penalty: 905.787109
	Iteration 22Q: 3 clusters Score -665902.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -665922.562500 Penalty: 905.787109
	Iteration 23Q: 3 clusters Score -665922.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -665938.187500 Penalty: 905.787109
	Iteration 24Q: 3 clusters Score -665938.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -665954.062500 Penalty: 905.787109
	Iteration 25Q: 3 clusters Score -665954.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -665959.250000 Penalty: 905.787109
	Iteration 26Q: 3 clusters Score -665959.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -665969.562500 Penalty: 905.787109
	Iteration 27Q: 3 clusters Score -665969.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20649 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -665975.812500 Penalty: 905.787109
	Iteration 28Q: 3 clusters Score -665975.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -665978.750000 Penalty: 905.787109
	Iteration 29Q: 3 clusters Score -665978.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -665983.562500 Penalty: 905.787109
	Iteration 30Q: 3 clusters Score -665983.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -665989.000000 Penalty: 905.787109
	Iteration 31Q: 3 clusters Score -665989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -665991.250000 Penalty: 905.787109
	Iteration 32Q: 3 clusters Score -665991.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -665993.625000 Penalty: 905.787109
	Iteration 33Q: 3 clusters Score -665993.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -665995.750000 Penalty: 905.787109
	Iteration 34Q: 3 clusters Score -665995.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -665997.812500 Penalty: 905.787109
	Iteration 35Q: 3 clusters Score -665997.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -665999.250000 Penalty: 905.787109
	Iteration 36Q: 3 clusters Score -665999.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -666000.312500 Penalty: 905.787109
	Iteration 37Q: 3 clusters Score -666000.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -666001.812500 Penalty: 905.787109
	Iteration 38Q: 3 clusters Score -666001.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -666002.750000 Penalty: 905.787109
	Iteration 39Q: 3 clusters Score -666002.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -666003.625000 Penalty: 905.787109
	Iteration 40F: 3 clusters Score -666003.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -666004.000000 Penalty: 905.787109
	Iteration 41Q: 3 clusters Score -666004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -666005.937500 Penalty: 905.787109
	Iteration 42Q: 3 clusters Score -666005.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -666006.500000 Penalty: 905.787109
	Iteration 43Q: 3 clusters Score -666006.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -666006.812500 Penalty: 905.787109
	Iteration 44Q: 3 clusters Score -666006.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -666006.937500 Penalty: 905.787109
	Iteration 45Q: 3 clusters Score -666006.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -666006.937500 Penalty: 905.787109
	Iteration 46F: 3 clusters Score -666006.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Entering Unmasked Estep 
Score: -256803.546875 Penalty: 407.431763
	Iteration 0F: 2 clusters Score -256803.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -251564.437500 Penalty: 814.863525
	Iteration 0F: 3 clusters Score -251564.4 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -253620.187500 Penalty: 814.863525
	Iteration 1F: 3 clusters Score -253620.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -253733.625000 Penalty: 814.863525
	Iteration 2Q: 3 clusters Score -253733.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -253824.640625 Penalty: 814.863525
	Iteration 3Q: 3 clusters Score -253824.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -253922.234375 Penalty: 814.863525
	Iteration 4Q: 3 clusters Score -253922.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -254039.875000 Penalty: 814.863525
	Iteration 5Q: 3 clusters Score -254039.9 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -254179.140625 Penalty: 814.863525
	Iteration 6Q: 3 clusters Score -254179.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -254402.078125 Penalty: 814.863525
	Iteration 7Q: 3 clusters Score -254402.1 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -254690.750000 Penalty: 814.863525
	Iteration 8F: 3 clusters Score -254690.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -255033.140625 Penalty: 814.863525
	Iteration 9F: 3 clusters Score -255033.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -255335.125000 Penalty: 814.863525
	Iteration 10F: 3 clusters Score -255335.1 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -255518.875000 Penalty: 814.863525
	Iteration 11Q: 3 clusters Score -255518.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -255644.000000 Penalty: 814.863525
	Iteration 12Q: 3 clusters Score -255644 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -255753.937500 Penalty: 814.863525
	Iteration 13Q: 3 clusters Score -255753.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -255839.734375 Penalty: 814.863525
	Iteration 14Q: 3 clusters Score -255839.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -255932.984375 Penalty: 814.863525
	Iteration 15Q: 3 clusters Score -255933 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -256016.890625 Penalty: 814.863525
	Iteration 16Q: 3 clusters Score -256016.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -256089.953125 Penalty: 814.863525
	Iteration 17Q: 3 clusters Score -256090 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -256148.015625 Penalty: 814.863525
	Iteration 18Q: 3 clusters Score -256148 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -256185.390625 Penalty: 814.863525
	Iteration 19Q: 3 clusters Score -256185.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -256204.750000 Penalty: 814.863525
	Iteration 20F: 3 clusters Score -256204.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -256216.687500 Penalty: 814.863525
	Iteration 21Q: 3 clusters Score -256216.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -256224.890625 Penalty: 814.863525
	Iteration 22Q: 3 clusters Score -256224.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -256230.406250 Penalty: 814.863525
	Iteration 23Q: 3 clusters Score -256230.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -256234.218750 Penalty: 814.863525
	Iteration 24Q: 3 clusters Score -256234.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -256237.765625 Penalty: 814.863525
	Iteration 25Q: 3 clusters Score -256237.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -256239.328125 Penalty: 814.863525
	Iteration 26Q: 3 clusters Score -256239.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -256241.390625 Penalty: 814.863525
	Iteration 27Q: 3 clusters Score -256241.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -256241.781250 Penalty: 814.863525
	Iteration 28Q: 3 clusters Score -256241.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -256243.593750 Penalty: 814.863525
	Iteration 29Q: 3 clusters Score -256243.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -256242.906250 Penalty: 814.863525
	Iteration 30Q: 3 clusters Score -256242.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -256243.500000 Penalty: 814.863525
	Iteration 31Q: 3 clusters Score -256243.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -256243.156250 Penalty: 814.863525
	Iteration 32Q: 3 clusters Score -256243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -256243.609375 Penalty: 814.863525
	Iteration 33Q: 3 clusters Score -256243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -256243.343750 Penalty: 814.863525
	Iteration 34Q: 3 clusters Score -256243.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -256243.343750 Penalty: 814.863525
	Iteration 35F: 3 clusters Score -256243.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Entering Unmasked Estep 
Score: -683419.812500 Penalty: 451.831970
	Iteration 0F: 2 clusters Score -683419.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -669736.687500 Penalty: 903.663940
	Iteration 0F: 3 clusters Score -669736.7 nChanged 9706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -675708.250000 Penalty: 903.663940
	Iteration 1F: 3 clusters Score -675708.2 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -677064.437500 Penalty: 903.663940
	Iteration 2F: 3 clusters Score -677064.4 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -679102.437500 Penalty: 903.663940
	Iteration 3F: 3 clusters Score -679102.4 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -681062.187500 Penalty: 903.663940
	Iteration 4F: 3 clusters Score -681062.2 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -682270.937500 Penalty: 903.663940
	Iteration 5F: 3 clusters Score -682270.9 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -682764.125000 Penalty: 903.663940
	Iteration 6Q: 3 clusters Score -682764.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -682934.375000 Penalty: 903.663940
	Iteration 7Q: 3 clusters Score -682934.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -683015.062500 Penalty: 903.663940
	Iteration 8Q: 3 clusters Score -683015.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -683038.562500 Penalty: 903.663940
	Iteration 9Q: 3 clusters Score -683038.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -683050.062500 Penalty: 903.663940
	Iteration 10Q: 3 clusters Score -683050.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -683054.875000 Penalty: 903.663940
	Iteration 11Q: 3 clusters Score -683054.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -683066.250000 Penalty: 903.663940
	Iteration 12Q: 3 clusters Score -683066.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -683073.375000 Penalty: 903.663940
	Iteration 13Q: 3 clusters Score -683073.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -683078.000000 Penalty: 903.663940
	Iteration 14Q: 3 clusters Score -683078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -683082.687500 Penalty: 903.663940
	Iteration 15Q: 3 clusters Score -683082.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -683090.500000 Penalty: 903.663940
	Iteration 16Q: 3 clusters Score -683090.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -683093.750000 Penalty: 903.663940
	Iteration 17Q: 3 clusters Score -683093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -683094.750000 Penalty: 903.663940
	Iteration 18Q: 3 clusters Score -683094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -683095.375000 Penalty: 903.663940
	Iteration 19Q: 3 clusters Score -683095.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20430 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -683094.937500 Penalty: 903.663940
	Iteration 20F: 3 clusters Score -683094.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Entering Unmasked Estep 
Score: -488403.875000 Penalty: 436.862274
	Iteration 0F: 2 clusters Score -488403.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -478517.937500 Penalty: 873.724548
	Iteration 0F: 3 clusters Score -478517.9 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -482916.218750 Penalty: 873.724548
	Iteration 1F: 3 clusters Score -482916.2 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -483443.718750 Penalty: 873.724548
	Iteration 2F: 3 clusters Score -483443.7 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -484049.531250 Penalty: 873.724548
	Iteration 3F: 3 clusters Score -484049.5 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -484694.312500 Penalty: 873.724548
	Iteration 4F: 3 clusters Score -484694.3 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -485341.937500 Penalty: 873.724548
	Iteration 5F: 3 clusters Score -485341.9 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -486064.781250 Penalty: 873.724548
	Iteration 6F: 3 clusters Score -486064.8 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -486705.937500 Penalty: 873.724548
	Iteration 7Q: 3 clusters Score -486705.9 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -487109.281250 Penalty: 873.724548
	Iteration 8Q: 3 clusters Score -487109.3 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -487290.093750 Penalty: 873.724548
	Iteration 9Q: 3 clusters Score -487290.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -487361.843750 Penalty: 873.724548
	Iteration 10Q: 3 clusters Score -487361.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -487405.218750 Penalty: 873.724548
	Iteration 11Q: 3 clusters Score -487405.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -487441.937500 Penalty: 873.724548
	Iteration 12Q: 3 clusters Score -487441.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -487473.093750 Penalty: 873.724548
	Iteration 13Q: 3 clusters Score -487473.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -487497.000000 Penalty: 873.724548
	Iteration 14Q: 3 clusters Score -487497 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -487515.750000 Penalty: 873.724548
	Iteration 15Q: 3 clusters Score -487515.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -487530.531250 Penalty: 873.724548
	Iteration 16Q: 3 clusters Score -487530.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -487539.281250 Penalty: 873.724548
	Iteration 17Q: 3 clusters Score -487539.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -487551.531250 Penalty: 873.724548
	Iteration 18Q: 3 clusters Score -487551.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -487565.968750 Penalty: 873.724548
	Iteration 19Q: 3 clusters Score -487566 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -487583.500000 Penalty: 873.724548
	Iteration 20F: 3 clusters Score -487583.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -487595.843750 Penalty: 873.724548
	Iteration 21Q: 3 clusters Score -487595.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -487605.156250 Penalty: 873.724548
	Iteration 22Q: 3 clusters Score -487605.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -487615.125000 Penalty: 873.724548
	Iteration 23Q: 3 clusters Score -487615.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -487620.781250 Penalty: 873.724548
	Iteration 24Q: 3 clusters Score -487620.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -487629.906250 Penalty: 873.724548
	Iteration 25Q: 3 clusters Score -487629.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -487636.843750 Penalty: 873.724548
	Iteration 26Q: 3 clusters Score -487636.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -487644.875000 Penalty: 873.724548
	Iteration 27Q: 3 clusters Score -487644.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -487654.093750 Penalty: 873.724548
	Iteration 28Q: 3 clusters Score -487654.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -487663.062500 Penalty: 873.724548
	Iteration 29Q: 3 clusters Score -487663.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -487674.406250 Penalty: 873.724548
	Iteration 30Q: 3 clusters Score -487674.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -487682.093750 Penalty: 873.724548
	Iteration 31Q: 3 clusters Score -487682.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -487689.343750 Penalty: 873.724548
	Iteration 32Q: 3 clusters Score -487689.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -487697.531250 Penalty: 873.724548
	Iteration 33Q: 3 clusters Score -487697.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -487704.968750 Penalty: 873.724548
	Iteration 34Q: 3 clusters Score -487705 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -487715.375000 Penalty: 873.724548
	Iteration 35Q: 3 clusters Score -487715.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -487726.250000 Penalty: 873.724548
	Iteration 36Q: 3 clusters Score -487726.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -487737.156250 Penalty: 873.724548
	Iteration 37Q: 3 clusters Score -487737.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -487752.750000 Penalty: 873.724548
	Iteration 38Q: 3 clusters Score -487752.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -487764.031250 Penalty: 873.724548
	Iteration 39Q: 3 clusters Score -487764 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -487776.500000 Penalty: 873.724548
	Iteration 40F: 3 clusters Score -487776.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -487791.843750 Penalty: 873.724548
	Iteration 41Q: 3 clusters Score -487791.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -487806.781250 Penalty: 873.724548
	Iteration 42Q: 3 clusters Score -487806.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -487827.656250 Penalty: 873.724548
	Iteration 43Q: 3 clusters Score -487827.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -487841.968750 Penalty: 873.724548
	Iteration 44Q: 3 clusters Score -487842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -487853.656250 Penalty: 873.724548
	Iteration 45Q: 3 clusters Score -487853.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -487864.750000 Penalty: 873.724548
	Iteration 46Q: 3 clusters Score -487864.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -487873.312500 Penalty: 873.724548
	Iteration 47Q: 3 clusters Score -487873.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -487881.531250 Penalty: 873.724548
	Iteration 48Q: 3 clusters Score -487881.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -487888.906250 Penalty: 873.724548
	Iteration 49Q: 3 clusters Score -487888.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -487891.406250 Penalty: 873.724548
	Iteration 50Q: 3 clusters Score -487891.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -487896.000000 Penalty: 873.724548
	Iteration 51Q: 3 clusters Score -487896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -487901.218750 Penalty: 873.724548
	Iteration 52Q: 3 clusters Score -487901.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -487906.687500 Penalty: 873.724548
	Iteration 53Q: 3 clusters Score -487906.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -487910.156250 Penalty: 873.724548
	Iteration 54Q: 3 clusters Score -487910.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -487913.312500 Penalty: 873.724548
	Iteration 55Q: 3 clusters Score -487913.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -487917.687500 Penalty: 873.724548
	Iteration 56Q: 3 clusters Score -487917.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -487922.531250 Penalty: 873.724548
	Iteration 57Q: 3 clusters Score -487922.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -487928.187500 Penalty: 873.724548
	Iteration 58Q: 3 clusters Score -487928.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -487931.875000 Penalty: 873.724548
	Iteration 59Q: 3 clusters Score -487931.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -487936.750000 Penalty: 873.724548
	Iteration 60F: 3 clusters Score -487936.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -487940.187500 Penalty: 873.724548
	Iteration 61Q: 3 clusters Score -487940.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -487945.250000 Penalty: 873.724548
	Iteration 62Q: 3 clusters Score -487945.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -487951.468750 Penalty: 873.724548
	Iteration 63Q: 3 clusters Score -487951.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -487957.062500 Penalty: 873.724548
	Iteration 64Q: 3 clusters Score -487957.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -487964.468750 Penalty: 873.724548
	Iteration 65Q: 3 clusters Score -487964.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -487970.250000 Penalty: 873.724548
	Iteration 66Q: 3 clusters Score -487970.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -487976.562500 Penalty: 873.724548
	Iteration 67Q: 3 clusters Score -487976.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -487979.406250 Penalty: 873.724548
	Iteration 68Q: 3 clusters Score -487979.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -487985.718750 Penalty: 873.724548
	Iteration 69Q: 3 clusters Score -487985.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -487989.562500 Penalty: 873.724548
	Iteration 70Q: 3 clusters Score -487989.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -487995.656250 Penalty: 873.724548
	Iteration 71Q: 3 clusters Score -487995.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -487999.281250 Penalty: 873.724548
	Iteration 72Q: 3 clusters Score -487999.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -487999.500000 Penalty: 873.724548
	Iteration 73Q: 3 clusters Score -487999.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -488002.031250 Penalty: 873.724548
	Iteration 74Q: 3 clusters Score -488002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -488005.406250 Penalty: 873.724548
	Iteration 75Q: 3 clusters Score -488005.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -488009.437500 Penalty: 873.724548
	Iteration 76Q: 3 clusters Score -488009.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -488010.718750 Penalty: 873.724548
	Iteration 77Q: 3 clusters Score -488010.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -488012.937500 Penalty: 873.724548
	Iteration 78Q: 3 clusters Score -488012.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -488017.343750 Penalty: 873.724548
	Iteration 79Q: 3 clusters Score -488017.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -488018.625000 Penalty: 873.724548
	Iteration 80F: 3 clusters Score -488018.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -488020.593750 Penalty: 873.724548
	Iteration 81Q: 3 clusters Score -488020.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -488021.437500 Penalty: 873.724548
	Iteration 82Q: 3 clusters Score -488021.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -488022.718750 Penalty: 873.724548
	Iteration 83Q: 3 clusters Score -488022.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -488024.656250 Penalty: 873.724548
	Iteration 84Q: 3 clusters Score -488024.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -488024.718750 Penalty: 873.724548
	Iteration 85Q: 3 clusters Score -488024.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -488025.000000 Penalty: 873.724548
	Iteration 86Q: 3 clusters Score -488025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -488025.000000 Penalty: 873.724548
	Iteration 87Q: 3 clusters Score -488025 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -488024.687500 Penalty: 873.724548
	Iteration 88Q: 3 clusters Score -488024.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -488024.500000 Penalty: 873.724548
	Iteration 89Q: 3 clusters Score -488024.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -488024.500000 Penalty: 873.724548
	Iteration 90F: 3 clusters Score -488024.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Entering Unmasked Estep 
Score: -5089.524414 Penalty: 248.988312
	Iteration 0F: 2 clusters Score -5089.524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -4779.531250 Penalty: 497.976624
	Iteration 0F: 3 clusters Score -4779.531 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -4867.216309 Penalty: 497.976624
	Iteration 1F: 3 clusters Score -4867.216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4905.133789 Penalty: 497.976624
	Iteration 2F: 3 clusters Score -4905.134 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4939.291016 Penalty: 497.976624
	Iteration 3F: 3 clusters Score -4939.291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -4960.656738 Penalty: 497.976624
	Iteration 4F: 3 clusters Score -4960.657 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -4975.671387 Penalty: 497.976624
	Iteration 5Q: 3 clusters Score -4975.671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -4986.130371 Penalty: 497.976624
	Iteration 6Q: 3 clusters Score -4986.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -4989.905273 Penalty: 497.976624
	Iteration 7Q: 3 clusters Score -4989.905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -4991.891602 Penalty: 497.976624
	Iteration 8Q: 3 clusters Score -4991.892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -4992.720703 Penalty: 497.976624
	Iteration 9Q: 3 clusters Score -4992.721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4995.072266 Penalty: 497.976624
	Iteration 10Q: 3 clusters Score -4995.072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -4995.072266 Penalty: 497.976624
	Iteration 11F: 3 clusters Score -4995.072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Entering Unmasked Estep 
Score: -102534.140625 Penalty: 369.106384
	Iteration 0F: 2 clusters Score -102534.1 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 1657 members 
Entering Unmasked Estep 
Score: -100224.101562 Penalty: 738.212769
	Iteration 0F: 3 clusters Score -100224.1 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -101048.226562 Penalty: 738.212769
	Iteration 1F: 3 clusters Score -101048.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -101190.023438 Penalty: 738.212769
	Iteration 2F: 3 clusters Score -101190 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -101302.242188 Penalty: 738.212769
	Iteration 3F: 3 clusters Score -101302.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -101405.414062 Penalty: 738.212769
	Iteration 4F: 3 clusters Score -101405.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -101485.562500 Penalty: 738.212769
	Iteration 5Q: 3 clusters Score -101485.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -101577.476562 Penalty: 738.212769
	Iteration 6Q: 3 clusters Score -101577.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -101672.031250 Penalty: 738.212769
	Iteration 7Q: 3 clusters Score -101672 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -101748.617188 Penalty: 738.212769
	Iteration 8Q: 3 clusters Score -101748.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -101811.210938 Penalty: 738.212769
	Iteration 9Q: 3 clusters Score -101811.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -101860.578125 Penalty: 738.212769
	Iteration 10Q: 3 clusters Score -101860.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -101890.882812 Penalty: 738.212769
	Iteration 11Q: 3 clusters Score -101890.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -101919.390625 Penalty: 738.212769
	Iteration 12Q: 3 clusters Score -101919.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -101945.328125 Penalty: 738.212769
	Iteration 13Q: 3 clusters Score -101945.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -101963.820312 Penalty: 738.212769
	Iteration 14Q: 3 clusters Score -101963.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -101979.421875 Penalty: 738.212769
	Iteration 15Q: 3 clusters Score -101979.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -101997.843750 Penalty: 738.212769
	Iteration 16Q: 3 clusters Score -101997.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -102021.242188 Penalty: 738.212769
	Iteration 17Q: 3 clusters Score -102021.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -102045.156250 Penalty: 738.212769
	Iteration 18Q: 3 clusters Score -102045.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -102066.710938 Penalty: 738.212769
	Iteration 19Q: 3 clusters Score -102066.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -102078.968750 Penalty: 738.212769
	Iteration 20F: 3 clusters Score -102079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -102092.742188 Penalty: 738.212769
	Iteration 21Q: 3 clusters Score -102092.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -102100.640625 Penalty: 738.212769
	Iteration 22Q: 3 clusters Score -102100.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -102107.226562 Penalty: 738.212769
	Iteration 23Q: 3 clusters Score -102107.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -102112.570312 Penalty: 738.212769
	Iteration 24Q: 3 clusters Score -102112.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -102116.789062 Penalty: 738.212769
	Iteration 25Q: 3 clusters Score -102116.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -102120.593750 Penalty: 738.212769
	Iteration 26Q: 3 clusters Score -102120.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -102125.250000 Penalty: 738.212769
	Iteration 27Q: 3 clusters Score -102125.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -102130.484375 Penalty: 738.212769
	Iteration 28Q: 3 clusters Score -102130.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -102132.117188 Penalty: 738.212769
	Iteration 29Q: 3 clusters Score -102132.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -102134.320312 Penalty: 738.212769
	Iteration 30Q: 3 clusters Score -102134.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -102137.085938 Penalty: 738.212769
	Iteration 31Q: 3 clusters Score -102137.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -102139.609375 Penalty: 738.212769
	Iteration 32Q: 3 clusters Score -102139.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -102140.015625 Penalty: 738.212769
	Iteration 33Q: 3 clusters Score -102140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -102140.929688 Penalty: 738.212769
	Iteration 34Q: 3 clusters Score -102140.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -102143.718750 Penalty: 738.212769
	Iteration 35Q: 3 clusters Score -102143.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -102145.656250 Penalty: 738.212769
	Iteration 36Q: 3 clusters Score -102145.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -102146.484375 Penalty: 738.212769
	Iteration 37Q: 3 clusters Score -102146.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -102146.531250 Penalty: 738.212769
	Iteration 38Q: 3 clusters Score -102146.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -102146.515625 Penalty: 738.212769
	Iteration 39Q: 3 clusters Score -102146.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -102146.906250 Penalty: 738.212769
	Iteration 40F: 3 clusters Score -102146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -102148.804688 Penalty: 738.212769
	Iteration 41Q: 3 clusters Score -102148.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -102150.679688 Penalty: 738.212769
	Iteration 42Q: 3 clusters Score -102150.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -102152.648438 Penalty: 738.212769
	Iteration 43Q: 3 clusters Score -102152.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -102154.156250 Penalty: 738.212769
	Iteration 44Q: 3 clusters Score -102154.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -102156.484375 Penalty: 738.212769
	Iteration 45Q: 3 clusters Score -102156.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -102157.007812 Penalty: 738.212769
	Iteration 46Q: 3 clusters Score -102157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -102157.023438 Penalty: 738.212769
	Iteration 47Q: 3 clusters Score -102157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -102157.023438 Penalty: 738.212769
	Iteration 48F: 3 clusters Score -102157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Entering Unmasked Estep 
Score: -118100.718750 Penalty: 377.944458
	Iteration 0F: 2 clusters Score -118100.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -115353.335938 Penalty: 755.888916
	Iteration 0F: 3 clusters Score -115353.3 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -116469.054688 Penalty: 755.888916
	Iteration 1F: 3 clusters Score -116469.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -116745.789062 Penalty: 755.888916
	Iteration 2F: 3 clusters Score -116745.8 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -117044.609375 Penalty: 755.888916
	Iteration 3F: 3 clusters Score -117044.6 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -117278.406250 Penalty: 755.888916
	Iteration 4F: 3 clusters Score -117278.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -117439.726562 Penalty: 755.888916
	Iteration 5F: 3 clusters Score -117439.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -117535.687500 Penalty: 755.888916
	Iteration 6Q: 3 clusters Score -117535.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -117594.632812 Penalty: 755.888916
	Iteration 7Q: 3 clusters Score -117594.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -117629.726562 Penalty: 755.888916
	Iteration 8Q: 3 clusters Score -117629.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -117645.679688 Penalty: 755.888916
	Iteration 9Q: 3 clusters Score -117645.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -117655.414062 Penalty: 755.888916
	Iteration 10Q: 3 clusters Score -117655.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -117667.093750 Penalty: 755.888916
	Iteration 11Q: 3 clusters Score -117667.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -117678.414062 Penalty: 755.888916
	Iteration 12Q: 3 clusters Score -117678.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -117687.460938 Penalty: 755.888916
	Iteration 13Q: 3 clusters Score -117687.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -117694.578125 Penalty: 755.888916
	Iteration 14Q: 3 clusters Score -117694.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -117705.296875 Penalty: 755.888916
	Iteration 15Q: 3 clusters Score -117705.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -117716.367188 Penalty: 755.888916
	Iteration 16Q: 3 clusters Score -117716.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -117727.812500 Penalty: 755.888916
	Iteration 17Q: 3 clusters Score -117727.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -117741.437500 Penalty: 755.888916
	Iteration 18Q: 3 clusters Score -117741.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -117754.898438 Penalty: 755.888916
	Iteration 19Q: 3 clusters Score -117754.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -117764.968750 Penalty: 755.888916
	Iteration 20F: 3 clusters Score -117765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -117771.640625 Penalty: 755.888916
	Iteration 21Q: 3 clusters Score -117771.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -117777.804688 Penalty: 755.888916
	Iteration 22Q: 3 clusters Score -117777.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -117784.460938 Penalty: 755.888916
	Iteration 23Q: 3 clusters Score -117784.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -117794.484375 Penalty: 755.888916
	Iteration 24Q: 3 clusters Score -117794.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -117804.031250 Penalty: 755.888916
	Iteration 25Q: 3 clusters Score -117804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -117814.367188 Penalty: 755.888916
	Iteration 26Q: 3 clusters Score -117814.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -117829.679688 Penalty: 755.888916
	Iteration 27Q: 3 clusters Score -117829.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -117840.414062 Penalty: 755.888916
	Iteration 28Q: 3 clusters Score -117840.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -117850.757812 Penalty: 755.888916
	Iteration 29Q: 3 clusters Score -117850.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -117860.210938 Penalty: 755.888916
	Iteration 30Q: 3 clusters Score -117860.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -117865.554688 Penalty: 755.888916
	Iteration 31Q: 3 clusters Score -117865.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -117871.484375 Penalty: 755.888916
	Iteration 32Q: 3 clusters Score -117871.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -117878.937500 Penalty: 755.888916
	Iteration 33Q: 3 clusters Score -117878.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -117892.757812 Penalty: 755.888916
	Iteration 34Q: 3 clusters Score -117892.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -117905.273438 Penalty: 755.888916
	Iteration 35Q: 3 clusters Score -117905.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -117915.968750 Penalty: 755.888916
	Iteration 36Q: 3 clusters Score -117916 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -117922.695312 Penalty: 755.888916
	Iteration 37Q: 3 clusters Score -117922.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -117929.046875 Penalty: 755.888916
	Iteration 38Q: 3 clusters Score -117929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -117934.500000 Penalty: 755.888916
	Iteration 39Q: 3 clusters Score -117934.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -117941.031250 Penalty: 755.888916
	Iteration 40F: 3 clusters Score -117941 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -117954.179688 Penalty: 755.888916
	Iteration 41Q: 3 clusters Score -117954.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -117969.945312 Penalty: 755.888916
	Iteration 42Q: 3 clusters Score -117969.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -117980.187500 Penalty: 755.888916
	Iteration 43Q: 3 clusters Score -117980.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -117990.187500 Penalty: 755.888916
	Iteration 44Q: 3 clusters Score -117990.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -117998.390625 Penalty: 755.888916
	Iteration 45Q: 3 clusters Score -117998.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -118009.046875 Penalty: 755.888916
	Iteration 46Q: 3 clusters Score -118009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -118022.390625 Penalty: 755.888916
	Iteration 47Q: 3 clusters Score -118022.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -118035.351562 Penalty: 755.888916
	Iteration 48Q: 3 clusters Score -118035.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -118050.398438 Penalty: 755.888916
	Iteration 49Q: 3 clusters Score -118050.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -118072.414062 Penalty: 755.888916
	Iteration 50Q: 3 clusters Score -118072.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -118093.320312 Penalty: 755.888916
	Iteration 51Q: 3 clusters Score -118093.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -118112.703125 Penalty: 755.888916
	Iteration 52Q: 3 clusters Score -118112.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -118124.835938 Penalty: 755.888916
	Iteration 53Q: 3 clusters Score -118124.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -118138.632812 Penalty: 755.888916
	Iteration 54Q: 3 clusters Score -118138.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -118153.617188 Penalty: 755.888916
	Iteration 55Q: 3 clusters Score -118153.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -118160.328125 Penalty: 755.888916
	Iteration 56Q: 3 clusters Score -118160.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -118162.992188 Penalty: 755.888916
	Iteration 57Q: 3 clusters Score -118163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -118163.882812 Penalty: 755.888916
	Iteration 58Q: 3 clusters Score -118163.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -118165.585938 Penalty: 755.888916
	Iteration 59Q: 3 clusters Score -118165.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -118166.257812 Penalty: 755.888916
	Iteration 60F: 3 clusters Score -118166.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -118166.750000 Penalty: 755.888916
	Iteration 61Q: 3 clusters Score -118166.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -118167.750000 Penalty: 755.888916
	Iteration 62Q: 3 clusters Score -118167.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -118168.078125 Penalty: 755.888916
	Iteration 63Q: 3 clusters Score -118168.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -118168.195312 Penalty: 755.888916
	Iteration 64Q: 3 clusters Score -118168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -118168.195312 Penalty: 755.888916
	Iteration 65F: 3 clusters Score -118168.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 4594 members 
Mstep: Class 3 contains 23588 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 119480 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 151406 members 
Mstep: Class 11 contains 58906 members 
Mstep: Class 12 contains 5485 members 
Mstep: Class 13 contains 25589 members 
Mstep: Class 14 contains 1794 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 8772 members 
Mstep: Class 17 contains 21030 members 
Mstep: Class 18 contains 7743 members 
Mstep: Class 19 contains 20545 members 
Mstep: Class 20 contains 14785 members 
Mstep: Class 21 contains 238 members 
Mstep: Class 22 contains 3335 members 
Mstep: Class 23 contains 437 members 
Mstep: Class 24 contains 3613 members 
Entering Unmasked Estep 
Score: -15730888.000000 Penalty: 14378.957031
Splitting cluster 23 changes total score from -15731004.000000 to -15730888.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 4594 members 
Mstep: Class 3 contains 23588 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 3127 members 
Mstep: Class 7 contains 119480 members 
Mstep: Class 8 contains 2522 members 
Mstep: Class 9 contains 6983 members 
Mstep: Class 10 contains 151406 members 
Mstep: Class 11 contains 58906 members 
Mstep: Class 12 contains 5485 members 
Mstep: Class 13 contains 25589 members 
Mstep: Class 14 contains 1794 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 8772 members 
Mstep: Class 17 contains 21030 members 
Mstep: Class 18 contains 7743 members 
Mstep: Class 19 contains 20545 members 
Mstep: Class 20 contains 14785 members 
Mstep: Class 21 contains 238 members 
Mstep: Class 22 contains 3335 members 
Mstep: Class 23 contains 4050 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731040.000000 Penalty: 13779.833984
Iteration 159Q: 24 clusters Score -1.573104e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 4597 members 
Mstep: Class 3 contains 23594 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 3136 members 
Mstep: Class 7 contains 119469 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 6979 members 
Mstep: Class 10 contains 151384 members 
Mstep: Class 11 contains 58907 members 
Mstep: Class 12 contains 5461 members 
Mstep: Class 13 contains 25591 members 
Mstep: Class 14 contains 1800 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 8778 members 
Mstep: Class 17 contains 21046 members 
Mstep: Class 18 contains 7746 members 
Mstep: Class 19 contains 20547 members 
Mstep: Class 20 contains 14783 members 
Mstep: Class 21 contains 238 members 
Mstep: Class 22 contains 3340 members 
Mstep: Class 23 contains 4054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731099.000000 Penalty: 13779.833984
Iteration 160F: 24 clusters Score -1.57311e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 4603 members 
Mstep: Class 3 contains 23598 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 3139 members 
Mstep: Class 7 contains 119463 members 
Mstep: Class 8 contains 2526 members 
Mstep: Class 9 contains 6966 members 
Mstep: Class 10 contains 151365 members 
Mstep: Class 11 contains 58916 members 
Mstep: Class 12 contains 5443 members 
Mstep: Class 13 contains 25589 members 
Mstep: Class 14 contains 1808 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 8785 members 
Mstep: Class 17 contains 21054 members 
Mstep: Class 18 contains 7745 members 
Mstep: Class 19 contains 20549 members 
Mstep: Class 20 contains 14780 members 
Mstep: Class 21 contains 249 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 4059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731168.000000 Penalty: 13779.833984
Iteration 161Q: 24 clusters Score -1.573117e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 4610 members 
Mstep: Class 3 contains 23601 members 
Mstep: Class 4 contains 5056 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 3149 members 
Mstep: Class 7 contains 119449 members 
Mstep: Class 8 contains 2528 members 
Mstep: Class 9 contains 6957 members 
Mstep: Class 10 contains 151339 members 
Mstep: Class 11 contains 58927 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 25576 members 
Mstep: Class 14 contains 1814 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 8787 members 
Mstep: Class 17 contains 21061 members 
Mstep: Class 18 contains 7743 members 
Mstep: Class 19 contains 20552 members 
Mstep: Class 20 contains 14780 members 
Mstep: Class 21 contains 262 members 
Mstep: Class 22 contains 3344 members 
Mstep: Class 23 contains 4055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731202.000000 Penalty: 13779.833984
Iteration 162Q: 24 clusters Score -1.57312e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 4619 members 
Mstep: Class 3 contains 23599 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 119454 members 
Mstep: Class 8 contains 2528 members 
Mstep: Class 9 contains 6955 members 
Mstep: Class 10 contains 151316 members 
Mstep: Class 11 contains 58938 members 
Mstep: Class 12 contains 5415 members 
Mstep: Class 13 contains 25559 members 
Mstep: Class 14 contains 1816 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 8782 members 
Mstep: Class 17 contains 21070 members 
Mstep: Class 18 contains 7739 members 
Mstep: Class 19 contains 20557 members 
Mstep: Class 20 contains 14778 members 
Mstep: Class 21 contains 273 members 
Mstep: Class 22 contains 3346 members 
Mstep: Class 23 contains 4069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731274.000000 Penalty: 13779.833984
Iteration 163Q: 24 clusters Score -1.573127e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 4636 members 
Mstep: Class 3 contains 23593 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 1795 members 
Mstep: Class 6 contains 3162 members 
Mstep: Class 7 contains 119445 members 
Mstep: Class 8 contains 2529 members 
Mstep: Class 9 contains 6950 members 
Mstep: Class 10 contains 151289 members 
Mstep: Class 11 contains 58937 members 
Mstep: Class 12 contains 5399 members 
Mstep: Class 13 contains 25552 members 
Mstep: Class 14 contains 1822 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 8778 members 
Mstep: Class 17 contains 21084 members 
Mstep: Class 18 contains 7736 members 
Mstep: Class 19 contains 20564 members 
Mstep: Class 20 contains 14778 members 
Mstep: Class 21 contains 286 members 
Mstep: Class 22 contains 3348 members 
Mstep: Class 23 contains 4086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731270.000000 Penalty: 13779.833984
Iteration 164Q: 24 clusters Score -1.573127e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 4648 members 
Mstep: Class 3 contains 23595 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3168 members 
Mstep: Class 7 contains 119431 members 
Mstep: Class 8 contains 2530 members 
Mstep: Class 9 contains 6942 members 
Mstep: Class 10 contains 151260 members 
Mstep: Class 11 contains 58931 members 
Mstep: Class 12 contains 5377 members 
Mstep: Class 13 contains 25544 members 
Mstep: Class 14 contains 1826 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 8779 members 
Mstep: Class 17 contains 21098 members 
Mstep: Class 18 contains 7732 members 
Mstep: Class 19 contains 20572 members 
Mstep: Class 20 contains 14781 members 
Mstep: Class 21 contains 290 members 
Mstep: Class 22 contains 3350 members 
Mstep: Class 23 contains 4117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731294.000000 Penalty: 13779.833984
Iteration 165Q: 24 clusters Score -1.573129e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30287 members 
Mstep: Class 2 contains 4659 members 
Mstep: Class 3 contains 23601 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 119431 members 
Mstep: Class 8 contains 2530 members 
Mstep: Class 9 contains 6932 members 
Mstep: Class 10 contains 151225 members 
Mstep: Class 11 contains 58927 members 
Mstep: Class 12 contains 5358 members 
Mstep: Class 13 contains 25545 members 
Mstep: Class 14 contains 1829 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 8781 members 
Mstep: Class 17 contains 21120 members 
Mstep: Class 18 contains 7728 members 
Mstep: Class 19 contains 20581 members 
Mstep: Class 20 contains 14779 members 
Mstep: Class 21 contains 292 members 
Mstep: Class 22 contains 3347 members 
Mstep: Class 23 contains 4144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731338.000000 Penalty: 13779.833984
Iteration 166Q: 24 clusters Score -1.573134e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 4674 members 
Mstep: Class 3 contains 23597 members 
Mstep: Class 4 contains 5035 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 3183 members 
Mstep: Class 7 contains 119426 members 
Mstep: Class 8 contains 2536 members 
Mstep: Class 9 contains 6925 members 
Mstep: Class 10 contains 151181 members 
Mstep: Class 11 contains 58923 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 25540 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 1981 members 
Mstep: Class 16 contains 8792 members 
Mstep: Class 17 contains 21124 members 
Mstep: Class 18 contains 7730 members 
Mstep: Class 19 contains 20590 members 
Mstep: Class 20 contains 14775 members 
Mstep: Class 21 contains 293 members 
Mstep: Class 22 contains 3345 members 
Mstep: Class 23 contains 4176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731326.000000 Penalty: 13779.833984
Iteration 167Q: 24 clusters Score -1.573133e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30299 members 
Mstep: Class 2 contains 4689 members 
Mstep: Class 3 contains 23589 members 
Mstep: Class 4 contains 5031 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 3194 members 
Mstep: Class 7 contains 119426 members 
Mstep: Class 8 contains 2537 members 
Mstep: Class 9 contains 6916 members 
Mstep: Class 10 contains 151136 members 
Mstep: Class 11 contains 58921 members 
Mstep: Class 12 contains 5321 members 
Mstep: Class 13 contains 25537 members 
Mstep: Class 14 contains 1834 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 8802 members 
Mstep: Class 17 contains 21129 members 
Mstep: Class 18 contains 7733 members 
Mstep: Class 19 contains 20601 members 
Mstep: Class 20 contains 14770 members 
Mstep: Class 21 contains 294 members 
Mstep: Class 22 contains 3340 members 
Mstep: Class 23 contains 4203 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731361.000000 Penalty: 13779.833984
Iteration 168Q: 24 clusters Score -1.573136e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 23592 members 
Mstep: Class 4 contains 5023 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 119418 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 6910 members 
Mstep: Class 10 contains 151102 members 
Mstep: Class 11 contains 58904 members 
Mstep: Class 12 contains 5302 members 
Mstep: Class 13 contains 25534 members 
Mstep: Class 14 contains 1837 members 
Mstep: Class 15 contains 1985 members 
Mstep: Class 16 contains 8816 members 
Mstep: Class 17 contains 21139 members 
Mstep: Class 18 contains 7736 members 
Mstep: Class 19 contains 20617 members 
Mstep: Class 20 contains 14760 members 
Mstep: Class 21 contains 295 members 
Mstep: Class 22 contains 3338 members 
Mstep: Class 23 contains 4226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731369.000000 Penalty: 13779.833984
Iteration 169Q: 24 clusters Score -1.573137e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30303 members 
Mstep: Class 2 contains 4727 members 
Mstep: Class 3 contains 23604 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 3208 members 
Mstep: Class 7 contains 119410 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 10 contains 151059 members 
Mstep: Class 11 contains 58911 members 
Mstep: Class 12 contains 5288 members 
Mstep: Class 13 contains 25531 members 
Mstep: Class 14 contains 1841 members 
Mstep: Class 15 contains 1984 members 
Mstep: Class 16 contains 8819 members 
Mstep: Class 17 contains 21142 members 
Mstep: Class 18 contains 7739 members 
Mstep: Class 19 contains 20629 members 
Mstep: Class 20 contains 14749 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 4246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731375.000000 Penalty: 13779.833984
Iteration 170Q: 24 clusters Score -1.573138e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 4745 members 
Mstep: Class 3 contains 23609 members 
Mstep: Class 4 contains 5009 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 3219 members 
Mstep: Class 7 contains 119397 members 
Mstep: Class 8 contains 2544 members 
Mstep: Class 9 contains 6904 members 
Mstep: Class 10 contains 151021 members 
Mstep: Class 11 contains 58912 members 
Mstep: Class 12 contains 5282 members 
Mstep: Class 13 contains 25528 members 
Mstep: Class 14 contains 1845 members 
Mstep: Class 15 contains 1982 members 
Mstep: Class 16 contains 8819 members 
Mstep: Class 17 contains 21139 members 
Mstep: Class 18 contains 7745 members 
Mstep: Class 19 contains 20636 members 
Mstep: Class 20 contains 14750 members 
Mstep: Class 21 contains 296 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 4266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731362.000000 Penalty: 13779.833984
Iteration 171Q: 24 clusters Score -1.573136e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 4759 members 
Mstep: Class 3 contains 23612 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 3230 members 
Mstep: Class 7 contains 119376 members 
Mstep: Class 8 contains 2548 members 
Mstep: Class 9 contains 6899 members 
Mstep: Class 10 contains 150993 members 
Mstep: Class 11 contains 58911 members 
Mstep: Class 12 contains 5272 members 
Mstep: Class 13 contains 25532 members 
Mstep: Class 14 contains 1848 members 
Mstep: Class 15 contains 1981 members 
Mstep: Class 16 contains 8824 members 
Mstep: Class 17 contains 21140 members 
Mstep: Class 18 contains 7751 members 
Mstep: Class 19 contains 20638 members 
Mstep: Class 20 contains 14749 members 
Mstep: Class 21 contains 297 members 
Mstep: Class 22 contains 3331 members 
Mstep: Class 23 contains 4283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731359.000000 Penalty: 13779.833984
Iteration 172Q: 24 clusters Score -1.573136e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 4769 members 
Mstep: Class 3 contains 23618 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 3238 members 
Mstep: Class 7 contains 119350 members 
Mstep: Class 8 contains 2548 members 
Mstep: Class 9 contains 6896 members 
Mstep: Class 10 contains 150965 members 
Mstep: Class 11 contains 58915 members 
Mstep: Class 12 contains 5249 members 
Mstep: Class 13 contains 25529 members 
Mstep: Class 14 contains 1854 members 
Mstep: Class 15 contains 1982 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 21137 members 
Mstep: Class 18 contains 7755 members 
Mstep: Class 19 contains 20646 members 
Mstep: Class 20 contains 14746 members 
Mstep: Class 21 contains 298 members 
Mstep: Class 22 contains 3335 members 
Mstep: Class 23 contains 4295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731366.000000 Penalty: 13779.833984
Iteration 173Q: 24 clusters Score -1.573137e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 4776 members 
Mstep: Class 3 contains 23630 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 1802 members 
Mstep: Class 6 contains 3239 members 
Mstep: Class 7 contains 119329 members 
Mstep: Class 8 contains 2549 members 
Mstep: Class 9 contains 6896 members 
Mstep: Class 10 contains 150932 members 
Mstep: Class 11 contains 58925 members 
Mstep: Class 12 contains 5215 members 
Mstep: Class 13 contains 25528 members 
Mstep: Class 14 contains 1857 members 
Mstep: Class 15 contains 1981 members 
Mstep: Class 16 contains 8855 members 
Mstep: Class 17 contains 21144 members 
Mstep: Class 18 contains 7765 members 
Mstep: Class 19 contains 20653 members 
Mstep: Class 20 contains 14748 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 3338 members 
Mstep: Class 23 contains 4307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731391.000000 Penalty: 13779.833984
Iteration 174Q: 24 clusters Score -1.573139e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 4784 members 
Mstep: Class 3 contains 23649 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 3238 members 
Mstep: Class 7 contains 119310 members 
Mstep: Class 8 contains 2553 members 
Mstep: Class 9 contains 6899 members 
Mstep: Class 10 contains 150907 members 
Mstep: Class 11 contains 58926 members 
Mstep: Class 12 contains 5197 members 
Mstep: Class 13 contains 25519 members 
Mstep: Class 14 contains 1862 members 
Mstep: Class 15 contains 1979 members 
Mstep: Class 16 contains 8860 members 
Mstep: Class 17 contains 21153 members 
Mstep: Class 18 contains 7774 members 
Mstep: Class 19 contains 20657 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 300 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 4322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731408.000000 Penalty: 13779.833984
Iteration 175Q: 24 clusters Score -1.573141e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 4793 members 
Mstep: Class 3 contains 23660 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 3238 members 
Mstep: Class 7 contains 119289 members 
Mstep: Class 8 contains 2552 members 
Mstep: Class 9 contains 6898 members 
Mstep: Class 10 contains 150881 members 
Mstep: Class 11 contains 58938 members 
Mstep: Class 12 contains 5179 members 
Mstep: Class 13 contains 25518 members 
Mstep: Class 14 contains 1864 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 16 contains 8864 members 
Mstep: Class 17 contains 21160 members 
Mstep: Class 18 contains 7785 members 
Mstep: Class 19 contains 20661 members 
Mstep: Class 20 contains 14730 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 3346 members 
Mstep: Class 23 contains 4333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731413.000000 Penalty: 13779.833984
Iteration 176Q: 24 clusters Score -1.573141e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 4802 members 
Mstep: Class 3 contains 23659 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 1805 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 119267 members 
Mstep: Class 8 contains 2546 members 
Mstep: Class 9 contains 6898 members 
Mstep: Class 10 contains 150847 members 
Mstep: Class 11 contains 58948 members 
Mstep: Class 12 contains 5162 members 
Mstep: Class 13 contains 25517 members 
Mstep: Class 14 contains 1868 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 16 contains 8873 members 
Mstep: Class 17 contains 21169 members 
Mstep: Class 18 contains 7796 members 
Mstep: Class 19 contains 20664 members 
Mstep: Class 20 contains 14726 members 
Mstep: Class 21 contains 301 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 4344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731398.000000 Penalty: 13779.833984
Iteration 177Q: 24 clusters Score -1.57314e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 4812 members 
Mstep: Class 3 contains 23665 members 
Mstep: Class 4 contains 5004 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 3240 members 
Mstep: Class 7 contains 119250 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 6898 members 
Mstep: Class 10 contains 150819 members 
Mstep: Class 11 contains 58961 members 
Mstep: Class 12 contains 5143 members 
Mstep: Class 13 contains 25513 members 
Mstep: Class 14 contains 1870 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 16 contains 8871 members 
Mstep: Class 17 contains 21180 members 
Mstep: Class 18 contains 7810 members 
Mstep: Class 19 contains 20668 members 
Mstep: Class 20 contains 14719 members 
Mstep: Class 21 contains 303 members 
Mstep: Class 22 contains 3360 members 
Mstep: Class 23 contains 4353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731448.000000 Penalty: 13779.833984
Iteration 178Q: 24 clusters Score -1.573145e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 4826 members 
Mstep: Class 3 contains 23667 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 3242 members 
Mstep: Class 7 contains 119246 members 
Mstep: Class 8 contains 2538 members 
Mstep: Class 9 contains 6898 members 
Mstep: Class 10 contains 150786 members 
Mstep: Class 11 contains 58966 members 
Mstep: Class 12 contains 5130 members 
Mstep: Class 13 contains 25507 members 
Mstep: Class 14 contains 1872 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 16 contains 8876 members 
Mstep: Class 17 contains 21191 members 
Mstep: Class 18 contains 7826 members 
Mstep: Class 19 contains 20676 members 
Mstep: Class 20 contains 14718 members 
Mstep: Class 21 contains 303 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 4358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731450.000000 Penalty: 13779.833984
Iteration 179Q: 24 clusters Score -1.573145e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 4838 members 
Mstep: Class 3 contains 23674 members 
Mstep: Class 4 contains 4998 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 119232 members 
Mstep: Class 8 contains 2530 members 
Mstep: Class 9 contains 6897 members 
Mstep: Class 10 contains 150760 members 
Mstep: Class 11 contains 58973 members 
Mstep: Class 12 contains 5115 members 
Mstep: Class 13 contains 25501 members 
Mstep: Class 14 contains 1875 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 16 contains 8882 members 
Mstep: Class 17 contains 21210 members 
Mstep: Class 18 contains 7838 members 
Mstep: Class 19 contains 20683 members 
Mstep: Class 20 contains 14716 members 
Mstep: Class 21 contains 303 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731520.000000 Penalty: 13779.833984
Iteration 180F: 24 clusters Score -1.573152e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30329 members 
Mstep: Class 2 contains 4850 members 
Mstep: Class 3 contains 23684 members 
Mstep: Class 4 contains 4996 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 119215 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 6898 members 
Mstep: Class 10 contains 150747 members 
Mstep: Class 11 contains 58981 members 
Mstep: Class 12 contains 5095 members 
Mstep: Class 13 contains 25492 members 
Mstep: Class 14 contains 1877 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 16 contains 8883 members 
Mstep: Class 17 contains 21228 members 
Mstep: Class 18 contains 7849 members 
Mstep: Class 19 contains 20694 members 
Mstep: Class 20 contains 14711 members 
Mstep: Class 21 contains 306 members 
Mstep: Class 22 contains 3347 members 
Mstep: Class 23 contains 4364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731581.000000 Penalty: 13779.833984
Iteration 181Q: 24 clusters Score -1.573158e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 4865 members 
Mstep: Class 3 contains 23682 members 
Mstep: Class 4 contains 4989 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119207 members 
Mstep: Class 8 contains 2517 members 
Mstep: Class 9 contains 6896 members 
Mstep: Class 10 contains 150729 members 
Mstep: Class 11 contains 58982 members 
Mstep: Class 12 contains 5077 members 
Mstep: Class 13 contains 25487 members 
Mstep: Class 14 contains 1881 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 16 contains 8887 members 
Mstep: Class 17 contains 21250 members 
Mstep: Class 18 contains 7855 members 
Mstep: Class 19 contains 20699 members 
Mstep: Class 20 contains 14715 members 
Mstep: Class 21 contains 307 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 4372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731600.000000 Penalty: 13779.833984
Iteration 182Q: 24 clusters Score -1.57316e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 4885 members 
Mstep: Class 3 contains 23680 members 
Mstep: Class 4 contains 4984 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 3251 members 
Mstep: Class 7 contains 119200 members 
Mstep: Class 8 contains 2514 members 
Mstep: Class 9 contains 6895 members 
Mstep: Class 10 contains 150704 members 
Mstep: Class 11 contains 58976 members 
Mstep: Class 12 contains 5054 members 
Mstep: Class 13 contains 25483 members 
Mstep: Class 14 contains 1886 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 16 contains 8889 members 
Mstep: Class 17 contains 21276 members 
Mstep: Class 18 contains 7856 members 
Mstep: Class 19 contains 20708 members 
Mstep: Class 20 contains 14715 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 3341 members 
Mstep: Class 23 contains 4384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731567.000000 Penalty: 13779.833984
Iteration 183Q: 24 clusters Score -1.573157e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 4897 members 
Mstep: Class 3 contains 23674 members 
Mstep: Class 4 contains 4982 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119193 members 
Mstep: Class 8 contains 2516 members 
Mstep: Class 9 contains 6893 members 
Mstep: Class 10 contains 150679 members 
Mstep: Class 11 contains 58976 members 
Mstep: Class 12 contains 5033 members 
Mstep: Class 13 contains 25474 members 
Mstep: Class 14 contains 1889 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 16 contains 8895 members 
Mstep: Class 17 contains 21301 members 
Mstep: Class 18 contains 7861 members 
Mstep: Class 19 contains 20716 members 
Mstep: Class 20 contains 14721 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 3343 members 
Mstep: Class 23 contains 4395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731560.000000 Penalty: 13779.833984
Iteration 184Q: 24 clusters Score -1.573156e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 4903 members 
Mstep: Class 3 contains 23669 members 
Mstep: Class 4 contains 4974 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 119192 members 
Mstep: Class 8 contains 2515 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 150664 members 
Mstep: Class 11 contains 58976 members 
Mstep: Class 12 contains 5011 members 
Mstep: Class 13 contains 25466 members 
Mstep: Class 14 contains 1892 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 16 contains 8899 members 
Mstep: Class 17 contains 21331 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 20726 members 
Mstep: Class 20 contains 14726 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 3346 members 
Mstep: Class 23 contains 4407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731551.000000 Penalty: 13779.833984
Iteration 185Q: 24 clusters Score -1.573155e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 4910 members 
Mstep: Class 3 contains 23662 members 
Mstep: Class 4 contains 4966 members 
Mstep: Class 5 contains 1794 members 
Mstep: Class 6 contains 3243 members 
Mstep: Class 7 contains 119182 members 
Mstep: Class 8 contains 2516 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 150648 members 
Mstep: Class 11 contains 58981 members 
Mstep: Class 12 contains 4986 members 
Mstep: Class 13 contains 25461 members 
Mstep: Class 14 contains 1895 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 16 contains 8897 members 
Mstep: Class 17 contains 21361 members 
Mstep: Class 18 contains 7865 members 
Mstep: Class 19 contains 20743 members 
Mstep: Class 20 contains 14725 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 3350 members 
Mstep: Class 23 contains 4418 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 186Q: 24 clusters Score -1.573156e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 23661 members 
Mstep: Class 4 contains 4962 members 
Mstep: Class 5 contains 1795 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 119175 members 
Mstep: Class 8 contains 2513 members 
Mstep: Class 9 contains 6882 members 
Mstep: Class 10 contains 150633 members 
Mstep: Class 11 contains 58983 members 
Mstep: Class 12 contains 4955 members 
Mstep: Class 13 contains 25451 members 
Mstep: Class 14 contains 1895 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 16 contains 8896 members 
Mstep: Class 17 contains 21392 members 
Mstep: Class 18 contains 7866 members 
Mstep: Class 19 contains 20758 members 
Mstep: Class 20 contains 14725 members 
Mstep: Class 21 contains 308 members 
Mstep: Class 22 contains 3351 members 
Mstep: Class 23 contains 4435 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 187Q: 24 clusters Score -1.57316e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 4925 members 
Mstep: Class 3 contains 23652 members 
Mstep: Class 4 contains 4951 members 
Mstep: Class 5 contains 1794 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119174 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 150615 members 
Mstep: Class 11 contains 58982 members 
Mstep: Class 12 contains 4940 members 
Mstep: Class 13 contains 25436 members 
Mstep: Class 14 contains 1894 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 16 contains 8901 members 
Mstep: Class 17 contains 21410 members 
Mstep: Class 18 contains 7873 members 
Mstep: Class 19 contains 20775 members 
Mstep: Class 20 contains 14725 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 4452 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 188Q: 24 clusters Score -1.573158e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 4935 members 
Mstep: Class 3 contains 23644 members 
Mstep: Class 4 contains 4942 members 
Mstep: Class 5 contains 1793 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 119174 members 
Mstep: Class 8 contains 2515 members 
Mstep: Class 9 contains 6872 members 
Mstep: Class 10 contains 150604 members 
Mstep: Class 11 contains 58975 members 
Mstep: Class 12 contains 4915 members 
Mstep: Class 13 contains 25421 members 
Mstep: Class 14 contains 1896 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 16 contains 8903 members 
Mstep: Class 17 contains 21428 members 
Mstep: Class 18 contains 7877 members 
Mstep: Class 19 contains 20791 members 
Mstep: Class 20 contains 14725 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 4476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731600.000000 Penalty: 13779.833984
Iteration 189Q: 24 clusters Score -1.57316e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 4939 members 
Mstep: Class 3 contains 23637 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 119192 members 
Mstep: Class 8 contains 2518 members 
Mstep: Class 9 contains 6872 members 
Mstep: Class 10 contains 150588 members 
Mstep: Class 11 contains 58962 members 
Mstep: Class 12 contains 4895 members 
Mstep: Class 13 contains 25411 members 
Mstep: Class 14 contains 1899 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 16 contains 8908 members 
Mstep: Class 17 contains 21426 members 
Mstep: Class 18 contains 7879 members 
Mstep: Class 19 contains 20813 members 
Mstep: Class 20 contains 14729 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 3352 members 
Mstep: Class 23 contains 4488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731580.000000 Penalty: 13779.833984
Iteration 190Q: 24 clusters Score -1.573158e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 4941 members 
Mstep: Class 3 contains 23631 members 
Mstep: Class 4 contains 4920 members 
Mstep: Class 5 contains 1795 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 119196 members 
Mstep: Class 8 contains 2519 members 
Mstep: Class 9 contains 6874 members 
Mstep: Class 10 contains 150582 members 
Mstep: Class 11 contains 58955 members 
Mstep: Class 12 contains 4877 members 
Mstep: Class 13 contains 25398 members 
Mstep: Class 14 contains 1906 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 16 contains 8918 members 
Mstep: Class 17 contains 21429 members 
Mstep: Class 18 contains 7883 members 
Mstep: Class 19 contains 20830 members 
Mstep: Class 20 contains 14727 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 4499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731607.000000 Penalty: 13779.833984
Iteration 191Q: 24 clusters Score -1.573161e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 4944 members 
Mstep: Class 3 contains 23634 members 
Mstep: Class 4 contains 4911 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 119192 members 
Mstep: Class 8 contains 2520 members 
Mstep: Class 9 contains 6873 members 
Mstep: Class 10 contains 150572 members 
Mstep: Class 11 contains 58939 members 
Mstep: Class 12 contains 4876 members 
Mstep: Class 13 contains 25383 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 1977 members 
Mstep: Class 16 contains 8933 members 
Mstep: Class 17 contains 21434 members 
Mstep: Class 18 contains 7885 members 
Mstep: Class 19 contains 20838 members 
Mstep: Class 20 contains 14724 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 4508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731643.000000 Penalty: 13779.833984
Iteration 192Q: 24 clusters Score -1.573164e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 4947 members 
Mstep: Class 3 contains 23644 members 
Mstep: Class 4 contains 4902 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 119187 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 6873 members 
Mstep: Class 10 contains 150561 members 
Mstep: Class 11 contains 58926 members 
Mstep: Class 12 contains 4869 members 
Mstep: Class 13 contains 25368 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 16 contains 8942 members 
Mstep: Class 17 contains 21424 members 
Mstep: Class 18 contains 7890 members 
Mstep: Class 19 contains 20852 members 
Mstep: Class 20 contains 14723 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 3360 members 
Mstep: Class 23 contains 4516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731668.000000 Penalty: 13779.833984
Iteration 193Q: 24 clusters Score -1.573167e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 4950 members 
Mstep: Class 3 contains 23651 members 
Mstep: Class 4 contains 4895 members 
Mstep: Class 5 contains 1804 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 119186 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 6872 members 
Mstep: Class 10 contains 150559 members 
Mstep: Class 11 contains 58917 members 
Mstep: Class 12 contains 4852 members 
Mstep: Class 13 contains 25355 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 1975 members 
Mstep: Class 16 contains 8953 members 
Mstep: Class 17 contains 21428 members 
Mstep: Class 18 contains 7891 members 
Mstep: Class 19 contains 20863 members 
Mstep: Class 20 contains 14721 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 3363 members 
Mstep: Class 23 contains 4521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731682.000000 Penalty: 13779.833984
Iteration 194Q: 24 clusters Score -1.573168e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 23653 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119185 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 6873 members 
Mstep: Class 10 contains 150564 members 
Mstep: Class 11 contains 58913 members 
Mstep: Class 12 contains 4820 members 
Mstep: Class 13 contains 25342 members 
Mstep: Class 14 contains 1908 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 16 contains 8960 members 
Mstep: Class 17 contains 21455 members 
Mstep: Class 18 contains 7893 members 
Mstep: Class 19 contains 20876 members 
Mstep: Class 20 contains 14714 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 3363 members 
Mstep: Class 23 contains 4528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731657.000000 Penalty: 13779.833984
Iteration 195Q: 24 clusters Score -1.573166e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 4958 members 
Mstep: Class 3 contains 23660 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119181 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 150562 members 
Mstep: Class 11 contains 58910 members 
Mstep: Class 12 contains 4800 members 
Mstep: Class 13 contains 25326 members 
Mstep: Class 14 contains 1909 members 
Mstep: Class 15 contains 1974 members 
Mstep: Class 16 contains 8968 members 
Mstep: Class 17 contains 21468 members 
Mstep: Class 18 contains 7894 members 
Mstep: Class 19 contains 20893 members 
Mstep: Class 20 contains 14708 members 
Mstep: Class 21 contains 309 members 
Mstep: Class 22 contains 3362 members 
Mstep: Class 23 contains 4538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731592.000000 Penalty: 13779.833984
Iteration 196Q: 24 clusters Score -1.573159e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30365 members 
Mstep: Class 2 contains 4958 members 
Mstep: Class 3 contains 23667 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119170 members 
Mstep: Class 8 contains 2519 members 
Mstep: Class 9 contains 6877 members 
Mstep: Class 10 contains 150565 members 
Mstep: Class 11 contains 58908 members 
Mstep: Class 12 contains 4774 members 
Mstep: Class 13 contains 25310 members 
Mstep: Class 14 contains 1911 members 
Mstep: Class 15 contains 1973 members 
Mstep: Class 16 contains 8974 members 
Mstep: Class 17 contains 21483 members 
Mstep: Class 18 contains 7899 members 
Mstep: Class 19 contains 20914 members 
Mstep: Class 20 contains 14700 members 
Mstep: Class 21 contains 310 members 
Mstep: Class 22 contains 3366 members 
Mstep: Class 23 contains 4549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731613.000000 Penalty: 13779.833984
Iteration 197Q: 24 clusters Score -1.573161e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 23676 members 
Mstep: Class 4 contains 4829 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119156 members 
Mstep: Class 8 contains 2518 members 
Mstep: Class 9 contains 6877 members 
Mstep: Class 10 contains 150567 members 
Mstep: Class 11 contains 58903 members 
Mstep: Class 12 contains 4751 members 
Mstep: Class 13 contains 25287 members 
Mstep: Class 14 contains 1911 members 
Mstep: Class 15 contains 1972 members 
Mstep: Class 16 contains 8988 members 
Mstep: Class 17 contains 21488 members 
Mstep: Class 18 contains 7912 members 
Mstep: Class 19 contains 20942 members 
Mstep: Class 20 contains 14691 members 
Mstep: Class 21 contains 311 members 
Mstep: Class 22 contains 3363 members 
Mstep: Class 23 contains 4557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731587.000000 Penalty: 13779.833984
Iteration 198Q: 24 clusters Score -1.573159e+07 nChanged 256
Entering ConstructFrom: 
Score: -15731587.000000 Penalty: 13779.833984
Entering ConstructFrom: 
Trying to split cluster 1 (30384 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Entering Unmasked Estep 
Score: -993285.187500 Penalty: 469.636047
	Iteration 0F: 2 clusters Score -993285.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -972975.062500 Penalty: 939.272095
	Iteration 0F: 3 clusters Score -972975.1 nChanged 14498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -982725.687500 Penalty: 939.272095
	Iteration 1F: 3 clusters Score -982725.7 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -983717.687500 Penalty: 939.272095
	Iteration 2F: 3 clusters Score -983717.7 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -984691.937500 Penalty: 939.272095
	Iteration 3F: 3 clusters Score -984691.9 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -985535.812500 Penalty: 939.272095
	Iteration 4F: 3 clusters Score -985535.8 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 11124 members 
Entering Unmasked Estep 
Score: -986196.500000 Penalty: 939.272095
	Iteration 5F: 3 clusters Score -986196.5 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -986726.250000 Penalty: 939.272095
	Iteration 6Q: 3 clusters Score -986726.2 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -987279.250000 Penalty: 939.272095
	Iteration 7Q: 3 clusters Score -987279.2 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -987833.750000 Penalty: 939.272095
	Iteration 8Q: 3 clusters Score -987833.8 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -988501.250000 Penalty: 939.272095
	Iteration 9Q: 3 clusters Score -988501.2 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -989204.437500 Penalty: 939.272095
	Iteration 10Q: 3 clusters Score -989204.4 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -989911.812500 Penalty: 939.272095
	Iteration 11Q: 3 clusters Score -989911.8 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -990529.312500 Penalty: 939.272095
	Iteration 12Q: 3 clusters Score -990529.3 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -990961.812500 Penalty: 939.272095
	Iteration 13Q: 3 clusters Score -990961.8 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -991279.000000 Penalty: 939.272095
	Iteration 14Q: 3 clusters Score -991279 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -991543.750000 Penalty: 939.272095
	Iteration 15Q: 3 clusters Score -991543.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -991754.250000 Penalty: 939.272095
	Iteration 16Q: 3 clusters Score -991754.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -991934.437500 Penalty: 939.272095
	Iteration 17Q: 3 clusters Score -991934.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -992111.687500 Penalty: 939.272095
	Iteration 18Q: 3 clusters Score -992111.7 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -992240.187500 Penalty: 939.272095
	Iteration 19Q: 3 clusters Score -992240.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -992362.937500 Penalty: 939.272095
	Iteration 20F: 3 clusters Score -992362.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -992473.875000 Penalty: 939.272095
	Iteration 21Q: 3 clusters Score -992473.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -992550.125000 Penalty: 939.272095
	Iteration 22Q: 3 clusters Score -992550.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28640 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -992608.625000 Penalty: 939.272095
	Iteration 23Q: 3 clusters Score -992608.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -992654.125000 Penalty: 939.272095
	Iteration 24Q: 3 clusters Score -992654.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -992682.875000 Penalty: 939.272095
	Iteration 25Q: 3 clusters Score -992682.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28935 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -992718.125000 Penalty: 939.272095
	Iteration 26Q: 3 clusters Score -992718.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -992746.125000 Penalty: 939.272095
	Iteration 27Q: 3 clusters Score -992746.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -992779.187500 Penalty: 939.272095
	Iteration 28Q: 3 clusters Score -992779.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29172 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -992801.625000 Penalty: 939.272095
	Iteration 29Q: 3 clusters Score -992801.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29245 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -992830.812500 Penalty: 939.272095
	Iteration 30Q: 3 clusters Score -992830.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -992854.750000 Penalty: 939.272095
	Iteration 31Q: 3 clusters Score -992854.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29363 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -992872.562500 Penalty: 939.272095
	Iteration 32Q: 3 clusters Score -992872.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -992891.812500 Penalty: 939.272095
	Iteration 33Q: 3 clusters Score -992891.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29463 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -992909.125000 Penalty: 939.272095
	Iteration 34Q: 3 clusters Score -992909.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -992921.625000 Penalty: 939.272095
	Iteration 35Q: 3 clusters Score -992921.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -992933.625000 Penalty: 939.272095
	Iteration 36Q: 3 clusters Score -992933.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -992943.062500 Penalty: 939.272095
	Iteration 37Q: 3 clusters Score -992943.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -992955.875000 Penalty: 939.272095
	Iteration 38Q: 3 clusters Score -992955.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29620 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -992963.875000 Penalty: 939.272095
	Iteration 39Q: 3 clusters Score -992963.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -992967.875000 Penalty: 939.272095
	Iteration 40F: 3 clusters Score -992967.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -992972.500000 Penalty: 939.272095
	Iteration 41Q: 3 clusters Score -992972.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -992975.000000 Penalty: 939.272095
	Iteration 42Q: 3 clusters Score -992975 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29681 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -992976.687500 Penalty: 939.272095
	Iteration 43Q: 3 clusters Score -992976.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -992976.437500 Penalty: 939.272095
	Iteration 44Q: 3 clusters Score -992976.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -992978.812500 Penalty: 939.272095
	Iteration 45Q: 3 clusters Score -992978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -992979.500000 Penalty: 939.272095
	Iteration 46Q: 3 clusters Score -992979.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -992979.375000 Penalty: 939.272095
	Iteration 47Q: 3 clusters Score -992979.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -992979.437500 Penalty: 939.272095
	Iteration 48Q: 3 clusters Score -992979.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -992980.875000 Penalty: 939.272095
	Iteration 49Q: 3 clusters Score -992980.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29715 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -992980.875000 Penalty: 939.272095
	Iteration 50F: 3 clusters Score -992980.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Entering Unmasked Estep 
Score: -145364.765625 Penalty: 387.221832
	Iteration 0F: 2 clusters Score -145364.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -142009.562500 Penalty: 774.443665
	Iteration 0F: 3 clusters Score -142009.6 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -143506.250000 Penalty: 774.443665
	Iteration 1F: 3 clusters Score -143506.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -143780.765625 Penalty: 774.443665
	Iteration 2F: 3 clusters Score -143780.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -143992.890625 Penalty: 774.443665
	Iteration 3F: 3 clusters Score -143992.9 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -144177.046875 Penalty: 774.443665
	Iteration 4F: 3 clusters Score -144177 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -144354.703125 Penalty: 774.443665
	Iteration 5F: 3 clusters Score -144354.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -144497.890625 Penalty: 774.443665
	Iteration 6Q: 3 clusters Score -144497.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -144633.640625 Penalty: 774.443665
	Iteration 7Q: 3 clusters Score -144633.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -144761.640625 Penalty: 774.443665
	Iteration 8Q: 3 clusters Score -144761.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -144882.343750 Penalty: 774.443665
	Iteration 9Q: 3 clusters Score -144882.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -144995.796875 Penalty: 774.443665
	Iteration 10Q: 3 clusters Score -144995.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -145110.703125 Penalty: 774.443665
	Iteration 11Q: 3 clusters Score -145110.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -145194.593750 Penalty: 774.443665
	Iteration 12Q: 3 clusters Score -145194.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -145238.578125 Penalty: 774.443665
	Iteration 13Q: 3 clusters Score -145238.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -145277.968750 Penalty: 774.443665
	Iteration 14Q: 3 clusters Score -145278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -145307.406250 Penalty: 774.443665
	Iteration 15Q: 3 clusters Score -145307.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -145326.625000 Penalty: 774.443665
	Iteration 16Q: 3 clusters Score -145326.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -145340.125000 Penalty: 774.443665
	Iteration 17Q: 3 clusters Score -145340.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -145349.437500 Penalty: 774.443665
	Iteration 18Q: 3 clusters Score -145349.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -145354.796875 Penalty: 774.443665
	Iteration 19Q: 3 clusters Score -145354.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -145357.703125 Penalty: 774.443665
	Iteration 20F: 3 clusters Score -145357.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -145359.484375 Penalty: 774.443665
	Iteration 21Q: 3 clusters Score -145359.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -145360.937500 Penalty: 774.443665
	Iteration 22Q: 3 clusters Score -145360.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -145361.468750 Penalty: 774.443665
	Iteration 23Q: 3 clusters Score -145361.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -145361.625000 Penalty: 774.443665
	Iteration 24Q: 3 clusters Score -145361.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -145362.000000 Penalty: 774.443665
	Iteration 25Q: 3 clusters Score -145362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -145361.750000 Penalty: 774.443665
	Iteration 26Q: 3 clusters Score -145361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -145361.828125 Penalty: 774.443665
	Iteration 27Q: 3 clusters Score -145361.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -145362.437500 Penalty: 774.443665
	Iteration 28Q: 3 clusters Score -145362.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -145362.890625 Penalty: 774.443665
	Iteration 29Q: 3 clusters Score -145362.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -145363.312500 Penalty: 774.443665
	Iteration 30Q: 3 clusters Score -145363.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -145363.718750 Penalty: 774.443665
	Iteration 31Q: 3 clusters Score -145363.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -145363.625000 Penalty: 774.443665
	Iteration 32Q: 3 clusters Score -145363.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -145363.625000 Penalty: 774.443665
	Iteration 33F: 3 clusters Score -145363.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Entering Unmasked Estep 
Score: -732743.562500 Penalty: 458.272430
	Iteration 0F: 2 clusters Score -732743.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -717047.375000 Penalty: 916.544861
	Iteration 0F: 3 clusters Score -717047.4 nChanged 11276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -723445.375000 Penalty: 916.544861
	Iteration 1F: 3 clusters Score -723445.4 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -723825.625000 Penalty: 916.544861
	Iteration 2Q: 3 clusters Score -723825.6 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -724274.187500 Penalty: 916.544861
	Iteration 3F: 3 clusters Score -724274.2 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -724854.187500 Penalty: 916.544861
	Iteration 4F: 3 clusters Score -724854.2 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -725504.750000 Penalty: 916.544861
	Iteration 5F: 3 clusters Score -725504.8 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -726311.250000 Penalty: 916.544861
	Iteration 6F: 3 clusters Score -726311.2 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -727324.312500 Penalty: 916.544861
	Iteration 7F: 3 clusters Score -727324.3 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -728559.687500 Penalty: 916.544861
	Iteration 8F: 3 clusters Score -728559.7 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -729831.125000 Penalty: 916.544861
	Iteration 9F: 3 clusters Score -729831.1 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -730932.375000 Penalty: 916.544861
	Iteration 10F: 3 clusters Score -730932.4 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -731671.687500 Penalty: 916.544861
	Iteration 11Q: 3 clusters Score -731671.7 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23289 members 
Entering Unmasked Estep 
Score: -732058.062500 Penalty: 916.544861
	Iteration 12Q: 3 clusters Score -732058.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -732207.500000 Penalty: 916.544861
	Iteration 13Q: 3 clusters Score -732207.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -732275.750000 Penalty: 916.544861
	Iteration 14Q: 3 clusters Score -732275.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -732304.562500 Penalty: 916.544861
	Iteration 15Q: 3 clusters Score -732304.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 23609 members 
Entering Unmasked Estep 
Score: -732325.000000 Penalty: 916.544861
	Iteration 16Q: 3 clusters Score -732325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -732337.687500 Penalty: 916.544861
	Iteration 17Q: 3 clusters Score -732337.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -732340.750000 Penalty: 916.544861
	Iteration 18Q: 3 clusters Score -732340.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -732347.375000 Penalty: 916.544861
	Iteration 19Q: 3 clusters Score -732347.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -732347.875000 Penalty: 916.544861
	Iteration 20F: 3 clusters Score -732347.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4821 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Entering Unmasked Estep 
Score: -140341.843750 Penalty: 385.873535
	Iteration 0F: 2 clusters Score -140341.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -137134.421875 Penalty: 771.747070
	Iteration 0F: 3 clusters Score -137134.4 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -138510.578125 Penalty: 771.747070
	Iteration 1F: 3 clusters Score -138510.6 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -138712.406250 Penalty: 771.747070
	Iteration 2F: 3 clusters Score -138712.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -138894.437500 Penalty: 771.747070
	Iteration 3F: 3 clusters Score -138894.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -139051.921875 Penalty: 771.747070
	Iteration 4F: 3 clusters Score -139051.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -139178.062500 Penalty: 771.747070
	Iteration 5F: 3 clusters Score -139178.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -139297.203125 Penalty: 771.747070
	Iteration 6Q: 3 clusters Score -139297.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -139384.531250 Penalty: 771.747070
	Iteration 7Q: 3 clusters Score -139384.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -139449.515625 Penalty: 771.747070
	Iteration 8Q: 3 clusters Score -139449.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -139491.984375 Penalty: 771.747070
	Iteration 9Q: 3 clusters Score -139492 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -139529.046875 Penalty: 771.747070
	Iteration 10Q: 3 clusters Score -139529 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -139571.515625 Penalty: 771.747070
	Iteration 11Q: 3 clusters Score -139571.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -139598.515625 Penalty: 771.747070
	Iteration 12Q: 3 clusters Score -139598.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -139618.046875 Penalty: 771.747070
	Iteration 13Q: 3 clusters Score -139618 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -139634.421875 Penalty: 771.747070
	Iteration 14Q: 3 clusters Score -139634.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -139646.750000 Penalty: 771.747070
	Iteration 15Q: 3 clusters Score -139646.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -139659.625000 Penalty: 771.747070
	Iteration 16Q: 3 clusters Score -139659.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -139666.953125 Penalty: 771.747070
	Iteration 17Q: 3 clusters Score -139667 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -139674.203125 Penalty: 771.747070
	Iteration 18Q: 3 clusters Score -139674.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -139681.890625 Penalty: 771.747070
	Iteration 19Q: 3 clusters Score -139681.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -139685.968750 Penalty: 771.747070
	Iteration 20F: 3 clusters Score -139686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -139689.250000 Penalty: 771.747070
	Iteration 21Q: 3 clusters Score -139689.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -139692.421875 Penalty: 771.747070
	Iteration 22Q: 3 clusters Score -139692.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -139695.281250 Penalty: 771.747070
	Iteration 23Q: 3 clusters Score -139695.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -139699.046875 Penalty: 771.747070
	Iteration 24Q: 3 clusters Score -139699 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -139704.265625 Penalty: 771.747070
	Iteration 25Q: 3 clusters Score -139704.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -139709.609375 Penalty: 771.747070
	Iteration 26Q: 3 clusters Score -139709.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -139714.390625 Penalty: 771.747070
	Iteration 27Q: 3 clusters Score -139714.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -139718.250000 Penalty: 771.747070
	Iteration 28Q: 3 clusters Score -139718.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -139721.156250 Penalty: 771.747070
	Iteration 29Q: 3 clusters Score -139721.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -139723.609375 Penalty: 771.747070
	Iteration 30Q: 3 clusters Score -139723.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -139727.750000 Penalty: 771.747070
	Iteration 31Q: 3 clusters Score -139727.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -139731.750000 Penalty: 771.747070
	Iteration 32Q: 3 clusters Score -139731.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -139735.000000 Penalty: 771.747070
	Iteration 33Q: 3 clusters Score -139735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -139738.312500 Penalty: 771.747070
	Iteration 34Q: 3 clusters Score -139738.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -139742.296875 Penalty: 771.747070
	Iteration 35Q: 3 clusters Score -139742.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -139744.859375 Penalty: 771.747070
	Iteration 36Q: 3 clusters Score -139744.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -139747.343750 Penalty: 771.747070
	Iteration 37Q: 3 clusters Score -139747.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -139749.296875 Penalty: 771.747070
	Iteration 38Q: 3 clusters Score -139749.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -139750.546875 Penalty: 771.747070
	Iteration 39Q: 3 clusters Score -139750.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -139751.578125 Penalty: 771.747070
	Iteration 40F: 3 clusters Score -139751.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -139756.421875 Penalty: 771.747070
	Iteration 41Q: 3 clusters Score -139756.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -139760.671875 Penalty: 771.747070
	Iteration 42Q: 3 clusters Score -139760.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -139762.265625 Penalty: 771.747070
	Iteration 43Q: 3 clusters Score -139762.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -139763.328125 Penalty: 771.747070
	Iteration 44Q: 3 clusters Score -139763.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -139763.390625 Penalty: 771.747070
	Iteration 45Q: 3 clusters Score -139763.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -139764.000000 Penalty: 771.747070
	Iteration 46Q: 3 clusters Score -139764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -139763.984375 Penalty: 771.747070
	Iteration 47Q: 3 clusters Score -139764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -139764.515625 Penalty: 771.747070
	Iteration 48Q: 3 clusters Score -139764.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -139764.843750 Penalty: 771.747070
	Iteration 49Q: 3 clusters Score -139764.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -139765.828125 Penalty: 771.747070
	Iteration 50Q: 3 clusters Score -139765.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -139768.218750 Penalty: 771.747070
	Iteration 51Q: 3 clusters Score -139768.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -139771.578125 Penalty: 771.747070
	Iteration 52Q: 3 clusters Score -139771.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -139773.796875 Penalty: 771.747070
	Iteration 53Q: 3 clusters Score -139773.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -139777.312500 Penalty: 771.747070
	Iteration 54Q: 3 clusters Score -139777.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -139782.734375 Penalty: 771.747070
	Iteration 55Q: 3 clusters Score -139782.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -139786.468750 Penalty: 771.747070
	Iteration 56Q: 3 clusters Score -139786.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -139788.531250 Penalty: 771.747070
	Iteration 57Q: 3 clusters Score -139788.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -139789.687500 Penalty: 771.747070
	Iteration 58Q: 3 clusters Score -139789.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -139790.187500 Penalty: 771.747070
	Iteration 59Q: 3 clusters Score -139790.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -139791.296875 Penalty: 771.747070
	Iteration 60F: 3 clusters Score -139791.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -139791.921875 Penalty: 771.747070
	Iteration 61Q: 3 clusters Score -139791.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -139793.875000 Penalty: 771.747070
	Iteration 62Q: 3 clusters Score -139793.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -139797.437500 Penalty: 771.747070
	Iteration 63Q: 3 clusters Score -139797.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -139800.453125 Penalty: 771.747070
	Iteration 64Q: 3 clusters Score -139800.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -139803.875000 Penalty: 771.747070
	Iteration 65Q: 3 clusters Score -139803.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -139808.109375 Penalty: 771.747070
	Iteration 66Q: 3 clusters Score -139808.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -139810.578125 Penalty: 771.747070
	Iteration 67Q: 3 clusters Score -139810.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -139813.390625 Penalty: 771.747070
	Iteration 68Q: 3 clusters Score -139813.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -139818.343750 Penalty: 771.747070
	Iteration 69Q: 3 clusters Score -139818.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -139824.093750 Penalty: 771.747070
	Iteration 70Q: 3 clusters Score -139824.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -139828.546875 Penalty: 771.747070
	Iteration 71Q: 3 clusters Score -139828.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -139832.437500 Penalty: 771.747070
	Iteration 72Q: 3 clusters Score -139832.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -139837.125000 Penalty: 771.747070
	Iteration 73Q: 3 clusters Score -139837.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -139841.562500 Penalty: 771.747070
	Iteration 74Q: 3 clusters Score -139841.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -139845.578125 Penalty: 771.747070
	Iteration 75Q: 3 clusters Score -139845.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -139853.593750 Penalty: 771.747070
	Iteration 76Q: 3 clusters Score -139853.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -139857.093750 Penalty: 771.747070
	Iteration 77Q: 3 clusters Score -139857.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -139862.531250 Penalty: 771.747070
	Iteration 78Q: 3 clusters Score -139862.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -139867.312500 Penalty: 771.747070
	Iteration 79Q: 3 clusters Score -139867.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -139871.484375 Penalty: 771.747070
	Iteration 80F: 3 clusters Score -139871.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -139877.062500 Penalty: 771.747070
	Iteration 81Q: 3 clusters Score -139877.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -139881.937500 Penalty: 771.747070
	Iteration 82Q: 3 clusters Score -139881.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -139885.734375 Penalty: 771.747070
	Iteration 83Q: 3 clusters Score -139885.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -139891.296875 Penalty: 771.747070
	Iteration 84Q: 3 clusters Score -139891.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -139899.156250 Penalty: 771.747070
	Iteration 85Q: 3 clusters Score -139899.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -139911.750000 Penalty: 771.747070
	Iteration 86Q: 3 clusters Score -139911.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -139920.921875 Penalty: 771.747070
	Iteration 87Q: 3 clusters Score -139920.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -139925.968750 Penalty: 771.747070
	Iteration 88Q: 3 clusters Score -139926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -139929.265625 Penalty: 771.747070
	Iteration 89Q: 3 clusters Score -139929.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -139931.937500 Penalty: 771.747070
	Iteration 90Q: 3 clusters Score -139931.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -139932.640625 Penalty: 771.747070
	Iteration 91Q: 3 clusters Score -139932.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -139934.328125 Penalty: 771.747070
	Iteration 92Q: 3 clusters Score -139934.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -139936.156250 Penalty: 771.747070
	Iteration 93Q: 3 clusters Score -139936.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -139939.015625 Penalty: 771.747070
	Iteration 94Q: 3 clusters Score -139939 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -139941.640625 Penalty: 771.747070
	Iteration 95Q: 3 clusters Score -139941.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -139944.296875 Penalty: 771.747070
	Iteration 96Q: 3 clusters Score -139944.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -139945.218750 Penalty: 771.747070
	Iteration 97Q: 3 clusters Score -139945.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -139945.968750 Penalty: 771.747070
	Iteration 98Q: 3 clusters Score -139946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -139946.765625 Penalty: 771.747070
	Iteration 99Q: 3 clusters Score -139946.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -139947.250000 Penalty: 771.747070
	Iteration 100F: 3 clusters Score -139947.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -139948.406250 Penalty: 771.747070
	Iteration 101Q: 3 clusters Score -139948.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -139950.437500 Penalty: 771.747070
	Iteration 102Q: 3 clusters Score -139950.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -139954.265625 Penalty: 771.747070
	Iteration 103Q: 3 clusters Score -139954.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -139958.078125 Penalty: 771.747070
	Iteration 104Q: 3 clusters Score -139958.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -139961.046875 Penalty: 771.747070
	Iteration 105Q: 3 clusters Score -139961 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -139963.437500 Penalty: 771.747070
	Iteration 106Q: 3 clusters Score -139963.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -139967.328125 Penalty: 771.747070
	Iteration 107Q: 3 clusters Score -139967.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -139970.828125 Penalty: 771.747070
	Iteration 108Q: 3 clusters Score -139970.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -139974.484375 Penalty: 771.747070
	Iteration 109Q: 3 clusters Score -139974.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -139977.062500 Penalty: 771.747070
	Iteration 110Q: 3 clusters Score -139977.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -139982.484375 Penalty: 771.747070
	Iteration 111Q: 3 clusters Score -139982.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -139988.234375 Penalty: 771.747070
	Iteration 112Q: 3 clusters Score -139988.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -139993.609375 Penalty: 771.747070
	Iteration 113Q: 3 clusters Score -139993.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -139998.515625 Penalty: 771.747070
	Iteration 114Q: 3 clusters Score -139998.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -140004.250000 Penalty: 771.747070
	Iteration 115Q: 3 clusters Score -140004.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -140008.781250 Penalty: 771.747070
	Iteration 116Q: 3 clusters Score -140008.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -140012.906250 Penalty: 771.747070
	Iteration 117Q: 3 clusters Score -140012.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -140020.250000 Penalty: 771.747070
	Iteration 118Q: 3 clusters Score -140020.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -140023.171875 Penalty: 771.747070
	Iteration 119Q: 3 clusters Score -140023.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -140025.359375 Penalty: 771.747070
	Iteration 120F: 3 clusters Score -140025.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -140027.406250 Penalty: 771.747070
	Iteration 121Q: 3 clusters Score -140027.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -140030.812500 Penalty: 771.747070
	Iteration 122Q: 3 clusters Score -140030.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -140032.843750 Penalty: 771.747070
	Iteration 123Q: 3 clusters Score -140032.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -140034.281250 Penalty: 771.747070
	Iteration 124Q: 3 clusters Score -140034.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -140035.984375 Penalty: 771.747070
	Iteration 125Q: 3 clusters Score -140036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -140037.515625 Penalty: 771.747070
	Iteration 126Q: 3 clusters Score -140037.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -140038.875000 Penalty: 771.747070
	Iteration 127Q: 3 clusters Score -140038.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -140039.296875 Penalty: 771.747070
	Iteration 128Q: 3 clusters Score -140039.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -140039.906250 Penalty: 771.747070
	Iteration 129Q: 3 clusters Score -140039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -140040.015625 Penalty: 771.747070
	Iteration 130Q: 3 clusters Score -140040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -140039.890625 Penalty: 771.747070
	Iteration 131Q: 3 clusters Score -140039.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -140040.156250 Penalty: 771.747070
	Iteration 132Q: 3 clusters Score -140040.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -140040.453125 Penalty: 771.747070
	Iteration 133Q: 3 clusters Score -140040.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -140040.687500 Penalty: 771.747070
	Iteration 134Q: 3 clusters Score -140040.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -140040.687500 Penalty: 771.747070
	Iteration 135F: 3 clusters Score -140040.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Entering Unmasked Estep 
Score: -59847.503906 Penalty: 341.122925
	Iteration 0F: 2 clusters Score -59847.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -58509.910156 Penalty: 682.245850
	Iteration 0F: 3 clusters Score -58509.91 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -58941.984375 Penalty: 682.245850
	Iteration 1F: 3 clusters Score -58941.98 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -59014.492188 Penalty: 682.245850
	Iteration 2F: 3 clusters Score -59014.49 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -59057.144531 Penalty: 682.245850
	Iteration 3F: 3 clusters Score -59057.14 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -59100.597656 Penalty: 682.245850
	Iteration 4Q: 3 clusters Score -59100.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -59151.683594 Penalty: 682.245850
	Iteration 5Q: 3 clusters Score -59151.68 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -59219.507812 Penalty: 682.245850
	Iteration 6Q: 3 clusters Score -59219.51 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -59289.863281 Penalty: 682.245850
	Iteration 7Q: 3 clusters Score -59289.86 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -59351.855469 Penalty: 682.245850
	Iteration 8Q: 3 clusters Score -59351.86 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -59389.402344 Penalty: 682.245850
	Iteration 9Q: 3 clusters Score -59389.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -59422.707031 Penalty: 682.245850
	Iteration 10Q: 3 clusters Score -59422.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -59434.261719 Penalty: 682.245850
	Iteration 11Q: 3 clusters Score -59434.26 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -59449.050781 Penalty: 682.245850
	Iteration 12Q: 3 clusters Score -59449.05 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -59463.503906 Penalty: 682.245850
	Iteration 13Q: 3 clusters Score -59463.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -59475.332031 Penalty: 682.245850
	Iteration 14Q: 3 clusters Score -59475.33 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -59485.882812 Penalty: 682.245850
	Iteration 15Q: 3 clusters Score -59485.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -59494.980469 Penalty: 682.245850
	Iteration 16Q: 3 clusters Score -59494.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -59505.019531 Penalty: 682.245850
	Iteration 17Q: 3 clusters Score -59505.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -59516.023438 Penalty: 682.245850
	Iteration 18Q: 3 clusters Score -59516.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -59519.875000 Penalty: 682.245850
	Iteration 19Q: 3 clusters Score -59519.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -59522.425781 Penalty: 682.245850
	Iteration 20F: 3 clusters Score -59522.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -59523.445312 Penalty: 682.245850
	Iteration 21Q: 3 clusters Score -59523.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -59525.148438 Penalty: 682.245850
	Iteration 22Q: 3 clusters Score -59525.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -59527.234375 Penalty: 682.245850
	Iteration 23Q: 3 clusters Score -59527.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -59528.777344 Penalty: 682.245850
	Iteration 24Q: 3 clusters Score -59528.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -59530.605469 Penalty: 682.245850
	Iteration 25Q: 3 clusters Score -59530.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -59532.750000 Penalty: 682.245850
	Iteration 26Q: 3 clusters Score -59532.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -59534.996094 Penalty: 682.245850
	Iteration 27Q: 3 clusters Score -59535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -59535.890625 Penalty: 682.245850
	Iteration 28Q: 3 clusters Score -59535.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -59535.890625 Penalty: 682.245850
	Iteration 29F: 3 clusters Score -59535.89 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -105471.976562 Penalty: 367.917664
	Iteration 0F: 2 clusters Score -105472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -103229.585938 Penalty: 735.835327
	Iteration 0F: 3 clusters Score -103229.6 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -104095.273438 Penalty: 735.835327
	Iteration 1F: 3 clusters Score -104095.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -104186.976562 Penalty: 735.835327
	Iteration 2F: 3 clusters Score -104187 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -104268.000000 Penalty: 735.835327
	Iteration 3Q: 3 clusters Score -104268 nChanged 158
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: -104342.531250 Penalty: 735.835327
	Iteration 4Q: 3 clusters Score -104342.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -104415.781250 Penalty: 735.835327
	Iteration 5Q: 3 clusters Score -104415.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -104480.421875 Penalty: 735.835327
	Iteration 6Q: 3 clusters Score -104480.4 nChanged 119
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: -104533.835938 Penalty: 735.835327
	Iteration 7Q: 3 clusters Score -104533.8 nChanged 104
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: -104583.250000 Penalty: 735.835327
	Iteration 8Q: 3 clusters Score -104583.2 nChanged 100
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: -104632.625000 Penalty: 735.835327
	Iteration 9Q: 3 clusters Score -104632.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -104693.156250 Penalty: 735.835327
	Iteration 10Q: 3 clusters Score -104693.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -104770.804688 Penalty: 735.835327
	Iteration 11Q: 3 clusters Score -104770.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -104860.937500 Penalty: 735.835327
	Iteration 12Q: 3 clusters Score -104860.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -104941.164062 Penalty: 735.835327
	Iteration 13Q: 3 clusters Score -104941.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -104983.109375 Penalty: 735.835327
	Iteration 14Q: 3 clusters Score -104983.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -105017.781250 Penalty: 735.835327
	Iteration 15Q: 3 clusters Score -105017.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -105052.382812 Penalty: 735.835327
	Iteration 16Q: 3 clusters Score -105052.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -105077.890625 Penalty: 735.835327
	Iteration 17Q: 3 clusters Score -105077.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -105093.523438 Penalty: 735.835327
	Iteration 18Q: 3 clusters Score -105093.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -105105.484375 Penalty: 735.835327
	Iteration 19Q: 3 clusters Score -105105.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -105115.273438 Penalty: 735.835327
	Iteration 20F: 3 clusters Score -105115.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -105129.742188 Penalty: 735.835327
	Iteration 21Q: 3 clusters Score -105129.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -105144.914062 Penalty: 735.835327
	Iteration 22Q: 3 clusters Score -105144.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -105156.617188 Penalty: 735.835327
	Iteration 23Q: 3 clusters Score -105156.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -105161.710938 Penalty: 735.835327
	Iteration 24Q: 3 clusters Score -105161.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -105163.531250 Penalty: 735.835327
	Iteration 25Q: 3 clusters Score -105163.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -105166.078125 Penalty: 735.835327
	Iteration 26Q: 3 clusters Score -105166.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -105168.937500 Penalty: 735.835327
	Iteration 27Q: 3 clusters Score -105168.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -105169.046875 Penalty: 735.835327
	Iteration 28Q: 3 clusters Score -105169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -105169.046875 Penalty: 735.835327
	Iteration 29F: 3 clusters Score -105169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (119144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119144 members 
Entering Unmasked Estep 
Score: -3928302.000000 Penalty: 531.808044
	Iteration 0F: 2 clusters Score -3928302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59554 members 
Mstep: Class 2 contains 59590 members 
Entering Unmasked Estep 
Score: -3847779.000000 Penalty: 1063.616089
	Iteration 0F: 3 clusters Score -3847779 nChanged 58301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64535 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -3883992.250000 Penalty: 1063.616089
	Iteration 1F: 3 clusters Score -3883992 nChanged 5864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67767 members 
Mstep: Class 2 contains 51377 members 
Entering Unmasked Estep 
Score: -3886197.500000 Penalty: 1063.616089
	Iteration 2Q: 3 clusters Score -3886198 nChanged 6661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71940 members 
Mstep: Class 2 contains 47204 members 
Entering Unmasked Estep 
Score: -3889174.250000 Penalty: 1063.616089
	Iteration 3F: 3 clusters Score -3889174 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77012 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -3892740.250000 Penalty: 1063.616089
	Iteration 4F: 3 clusters Score -3892740 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82940 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -3896987.750000 Penalty: 1063.616089
	Iteration 5F: 3 clusters Score -3896988 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89602 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -3901855.000000 Penalty: 1063.616089
	Iteration 6F: 3 clusters Score -3901855 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96830 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -3907603.500000 Penalty: 1063.616089
	Iteration 7F: 3 clusters Score -3907604 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104109 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -3913941.750000 Penalty: 1063.616089
	Iteration 8F: 3 clusters Score -3913942 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110487 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -3919950.000000 Penalty: 1063.616089
	Iteration 9F: 3 clusters Score -3919950 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115023 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3924278.750000 Penalty: 1063.616089
	Iteration 10Q: 3 clusters Score -3924279 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117475 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3926524.250000 Penalty: 1063.616089
	Iteration 11Q: 3 clusters Score -3926524 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118494 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3927398.500000 Penalty: 1063.616089
	Iteration 12Q: 3 clusters Score -3927398 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118859 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3927675.750000 Penalty: 1063.616089
	Iteration 13Q: 3 clusters Score -3927676 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118982 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -3927765.250000 Penalty: 1063.616089
	Iteration 14Q: 3 clusters Score -3927765 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119028 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -3927790.250000 Penalty: 1063.616089
	Iteration 15Q: 3 clusters Score -3927790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119050 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -3927811.250000 Penalty: 1063.616089
	Iteration 16Q: 3 clusters Score -3927811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119065 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -3927836.750000 Penalty: 1063.616089
	Iteration 17Q: 3 clusters Score -3927837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119068 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -3927844.500000 Penalty: 1063.616089
	Iteration 18Q: 3 clusters Score -3927844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119071 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -3927848.250000 Penalty: 1063.616089
	Iteration 19Q: 3 clusters Score -3927848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119072 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3927849.750000 Penalty: 1063.616089
	Iteration 20F: 3 clusters Score -3927850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119072 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3927848.750000 Penalty: 1063.616089
	Iteration 21Q: 3 clusters Score -3927849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119072 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3927848.750000 Penalty: 1063.616089
	Iteration 22F: 3 clusters Score -3927849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -72708.468750 Penalty: 356.374695
	Iteration 0F: 2 clusters Score -72708.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -70938.375000 Penalty: 712.749390
	Iteration 0F: 3 clusters Score -70938.38 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -71596.804688 Penalty: 712.749390
	Iteration 1F: 3 clusters Score -71596.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -71716.328125 Penalty: 712.749390
	Iteration 2F: 3 clusters Score -71716.33 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -71808.632812 Penalty: 712.749390
	Iteration 3F: 3 clusters Score -71808.63 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -71873.992188 Penalty: 712.749390
	Iteration 4Q: 3 clusters Score -71873.99 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -71954.359375 Penalty: 712.749390
	Iteration 5Q: 3 clusters Score -71954.36 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -72012.007812 Penalty: 712.749390
	Iteration 6Q: 3 clusters Score -72012.01 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -72057.843750 Penalty: 712.749390
	Iteration 7Q: 3 clusters Score -72057.84 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -72096.710938 Penalty: 712.749390
	Iteration 8Q: 3 clusters Score -72096.71 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -72125.726562 Penalty: 712.749390
	Iteration 9Q: 3 clusters Score -72125.73 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -72147.312500 Penalty: 712.749390
	Iteration 10Q: 3 clusters Score -72147.31 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -72161.820312 Penalty: 712.749390
	Iteration 11Q: 3 clusters Score -72161.82 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -72177.148438 Penalty: 712.749390
	Iteration 12Q: 3 clusters Score -72177.15 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -72188.710938 Penalty: 712.749390
	Iteration 13Q: 3 clusters Score -72188.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -72198.546875 Penalty: 712.749390
	Iteration 14Q: 3 clusters Score -72198.55 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -72210.257812 Penalty: 712.749390
	Iteration 15Q: 3 clusters Score -72210.26 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -72224.820312 Penalty: 712.749390
	Iteration 16Q: 3 clusters Score -72224.82 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -72240.070312 Penalty: 712.749390
	Iteration 17Q: 3 clusters Score -72240.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -72253.671875 Penalty: 712.749390
	Iteration 18Q: 3 clusters Score -72253.67 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -72265.164062 Penalty: 712.749390
	Iteration 19Q: 3 clusters Score -72265.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -72273.898438 Penalty: 712.749390
	Iteration 20F: 3 clusters Score -72273.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -72283.218750 Penalty: 712.749390
	Iteration 21Q: 3 clusters Score -72283.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -72292.726562 Penalty: 712.749390
	Iteration 22Q: 3 clusters Score -72292.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -72302.570312 Penalty: 712.749390
	Iteration 23Q: 3 clusters Score -72302.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -72312.765625 Penalty: 712.749390
	Iteration 24Q: 3 clusters Score -72312.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -72323.351562 Penalty: 712.749390
	Iteration 25Q: 3 clusters Score -72323.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -72330.226562 Penalty: 712.749390
	Iteration 26Q: 3 clusters Score -72330.23 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -72335.101562 Penalty: 712.749390
	Iteration 27Q: 3 clusters Score -72335.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -72338.320312 Penalty: 712.749390
	Iteration 28Q: 3 clusters Score -72338.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -72341.351562 Penalty: 712.749390
	Iteration 29Q: 3 clusters Score -72341.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -72345.523438 Penalty: 712.749390
	Iteration 30Q: 3 clusters Score -72345.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -72350.937500 Penalty: 712.749390
	Iteration 31Q: 3 clusters Score -72350.94 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -72358.570312 Penalty: 712.749390
	Iteration 32Q: 3 clusters Score -72358.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -72368.023438 Penalty: 712.749390
	Iteration 33Q: 3 clusters Score -72368.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -72375.914062 Penalty: 712.749390
	Iteration 34Q: 3 clusters Score -72375.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -72383.890625 Penalty: 712.749390
	Iteration 35Q: 3 clusters Score -72383.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -72388.968750 Penalty: 712.749390
	Iteration 36Q: 3 clusters Score -72388.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -72392.000000 Penalty: 712.749390
	Iteration 37Q: 3 clusters Score -72392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -72393.750000 Penalty: 712.749390
	Iteration 38Q: 3 clusters Score -72393.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -72395.093750 Penalty: 712.749390
	Iteration 39Q: 3 clusters Score -72395.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -72395.789062 Penalty: 712.749390
	Iteration 40F: 3 clusters Score -72395.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -72397.554688 Penalty: 712.749390
	Iteration 41Q: 3 clusters Score -72397.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -72401.843750 Penalty: 712.749390
	Iteration 42Q: 3 clusters Score -72401.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -72407.492188 Penalty: 712.749390
	Iteration 43Q: 3 clusters Score -72407.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -72410.039062 Penalty: 712.749390
	Iteration 44Q: 3 clusters Score -72410.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -72416.109375 Penalty: 712.749390
	Iteration 45Q: 3 clusters Score -72416.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -72419.953125 Penalty: 712.749390
	Iteration 46Q: 3 clusters Score -72419.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -72422.546875 Penalty: 712.749390
	Iteration 47Q: 3 clusters Score -72422.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -72424.148438 Penalty: 712.749390
	Iteration 48Q: 3 clusters Score -72424.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -72425.289062 Penalty: 712.749390
	Iteration 49Q: 3 clusters Score -72425.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -72425.289062 Penalty: 712.749390
	Iteration 50F: 3 clusters Score -72425.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Entering Unmasked Estep 
Score: -212189.109375 Penalty: 402.028564
	Iteration 0F: 2 clusters Score -212189.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -207577.937500 Penalty: 804.057129
	Iteration 0F: 3 clusters Score -207577.9 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -209361.609375 Penalty: 804.057129
	Iteration 1F: 3 clusters Score -209361.6 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -209570.390625 Penalty: 804.057129
	Iteration 2F: 3 clusters Score -209570.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -209775.296875 Penalty: 804.057129
	Iteration 3F: 3 clusters Score -209775.3 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -209972.375000 Penalty: 804.057129
	Iteration 4F: 3 clusters Score -209972.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -210188.296875 Penalty: 804.057129
	Iteration 5F: 3 clusters Score -210188.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -210415.578125 Penalty: 804.057129
	Iteration 6F: 3 clusters Score -210415.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -210630.859375 Penalty: 804.057129
	Iteration 7Q: 3 clusters Score -210630.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -210850.562500 Penalty: 804.057129
	Iteration 8Q: 3 clusters Score -210850.6 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -211039.828125 Penalty: 804.057129
	Iteration 9Q: 3 clusters Score -211039.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -211241.859375 Penalty: 804.057129
	Iteration 10Q: 3 clusters Score -211241.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -211391.906250 Penalty: 804.057129
	Iteration 11Q: 3 clusters Score -211391.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -211499.406250 Penalty: 804.057129
	Iteration 12Q: 3 clusters Score -211499.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -211584.625000 Penalty: 804.057129
	Iteration 13Q: 3 clusters Score -211584.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -211662.500000 Penalty: 804.057129
	Iteration 14Q: 3 clusters Score -211662.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -211708.265625 Penalty: 804.057129
	Iteration 15Q: 3 clusters Score -211708.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -211751.046875 Penalty: 804.057129
	Iteration 16Q: 3 clusters Score -211751 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -211780.703125 Penalty: 804.057129
	Iteration 17Q: 3 clusters Score -211780.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -211799.687500 Penalty: 804.057129
	Iteration 18Q: 3 clusters Score -211799.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -211815.421875 Penalty: 804.057129
	Iteration 19Q: 3 clusters Score -211815.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -211824.375000 Penalty: 804.057129
	Iteration 20F: 3 clusters Score -211824.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -211834.375000 Penalty: 804.057129
	Iteration 21Q: 3 clusters Score -211834.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -211841.296875 Penalty: 804.057129
	Iteration 22Q: 3 clusters Score -211841.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -211842.609375 Penalty: 804.057129
	Iteration 23Q: 3 clusters Score -211842.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -211844.687500 Penalty: 804.057129
	Iteration 24Q: 3 clusters Score -211844.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -211846.421875 Penalty: 804.057129
	Iteration 25Q: 3 clusters Score -211846.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -211847.515625 Penalty: 804.057129
	Iteration 26Q: 3 clusters Score -211847.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -211847.515625 Penalty: 804.057129
	Iteration 27F: 3 clusters Score -211847.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (150569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150569 members 
Entering Unmasked Estep 
Score: -4996649.500000 Penalty: 542.459045
	Iteration 0F: 2 clusters Score -4996650 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75322 members 
Mstep: Class 2 contains 75247 members 
Entering Unmasked Estep 
Score: -4894933.500000 Penalty: 1084.918091
	Iteration 0F: 3 clusters Score -4894934 nChanged 73602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73700 members 
Mstep: Class 2 contains 76869 members 
Entering Unmasked Estep 
Score: -4941890.500000 Penalty: 1084.918091
	Iteration 1F: 3 clusters Score -4941890 nChanged 8416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71906 members 
Mstep: Class 2 contains 78663 members 
Entering Unmasked Estep 
Score: -4946562.000000 Penalty: 1084.918091
	Iteration 2F: 3 clusters Score -4946562 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69470 members 
Mstep: Class 2 contains 81099 members 
Entering Unmasked Estep 
Score: -4953555.000000 Penalty: 1084.918091
	Iteration 3F: 3 clusters Score -4953555 nChanged 11019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67003 members 
Mstep: Class 2 contains 83566 members 
Entering Unmasked Estep 
Score: -4962107.000000 Penalty: 1084.918091
	Iteration 4F: 3 clusters Score -4962107 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65152 members 
Mstep: Class 2 contains 85417 members 
Entering Unmasked Estep 
Score: -4968907.500000 Penalty: 1084.918091
	Iteration 5F: 3 clusters Score -4968908 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63781 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -4972319.000000 Penalty: 1084.918091
	Iteration 6Q: 3 clusters Score -4972319 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62407 members 
Mstep: Class 2 contains 88162 members 
Entering Unmasked Estep 
Score: -4973748.000000 Penalty: 1084.918091
	Iteration 7Q: 3 clusters Score -4973748 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60894 members 
Mstep: Class 2 contains 89675 members 
Entering Unmasked Estep 
Score: -4974536.000000 Penalty: 1084.918091
	Iteration 8Q: 3 clusters Score -4974536 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 91252 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 57693 members 
Mstep: Class 2 contains 92876 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -4975768 nChanged 2325
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 94623 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -4976458 nChanged 2384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 54088 members 
Mstep: Class 2 contains 96481 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -4977172 nChanged 2408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 98385 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -4977990 nChanged 2521
Entering Unmasked Mstep 
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Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 100422 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -4978934 nChanged 2571
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Mstep: Class 1 contains 48016 members 
Mstep: Class 2 contains 102553 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4979958 nChanged 2536
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Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 104695 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 106822 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 108834 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4982984 nChanged 2283
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 110887 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4984026 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 112836 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4984972 nChanged 2087
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Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 114751 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4985901 nChanged 1973
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Mstep: Class 1 contains 33999 members 
Mstep: Class 2 contains 116570 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4986790 nChanged 1844
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Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 118310 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4987620 nChanged 1751
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30582 members 
Mstep: Class 2 contains 119987 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4988478 nChanged 1685
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28963 members 
Mstep: Class 2 contains 121606 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4989184 nChanged 1499
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27498 members 
Mstep: Class 2 contains 123071 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4989804 nChanged 1434
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Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 124479 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4990384 nChanged 1299
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Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 125766 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4990880 nChanged 1285
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Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 127045 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4991372 nChanged 1221
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Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 128260 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4991766 nChanged 1084
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Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 129340 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4992106 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20218 members 
Mstep: Class 2 contains 130351 members 
Entering Unmasked Estep 
Score: -4992435.000000 Penalty: 1084.918091
	Iteration 32Q: 3 clusters Score -4992435 nChanged 983
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Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 131332 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4992743 nChanged 939
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Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 132271 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4993029 nChanged 885
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Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 133156 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4993252 nChanged 805
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Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 133961 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4993448 nChanged 713
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Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 134674 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4993633 nChanged 633
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Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 135307 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4993778 nChanged 567
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Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 135874 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4993930 nChanged 512
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Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 136386 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4994038 nChanged 482
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Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 136868 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4994133 nChanged 481
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Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 137349 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4994205 nChanged 426
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Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 137775 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4994273 nChanged 407
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Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 138182 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4994342 nChanged 402
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Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 138584 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4994393 nChanged 359
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 138943 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4994430 nChanged 303
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Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 139246 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 139550 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4994520 nChanged 308
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 139858 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4994584 nChanged 325
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Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 140183 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4994634 nChanged 300
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 140483 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4994670 nChanged 296
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 140779 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4994686 nChanged 263
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 141042 members 
Entering Unmasked Estep 
Score: -4994717.000000 Penalty: 1084.918091
	Iteration 53Q: 3 clusters Score -4994717 nChanged 248
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Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 141290 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4994764 nChanged 221
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Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 141511 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4994798 nChanged 201
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Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 141712 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4994826 nChanged 189
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Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 141901 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4994857 nChanged 180
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 142081 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4994890 nChanged 184
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Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 142265 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4994948 nChanged 184
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 142449 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4994961 nChanged 188
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 142637 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4994992 nChanged 177
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Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 142814 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4995000 nChanged 157
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Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 142971 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4995036 nChanged 158
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Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 143129 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4995062 nChanged 169
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Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 143298 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4995075 nChanged 157
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Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 143455 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4995091 nChanged 147
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Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 143602 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4995108 nChanged 147
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Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 143749 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4995126 nChanged 127
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Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 143876 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4995140 nChanged 147
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Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 144023 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4995161 nChanged 149
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Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 144172 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4995174 nChanged 134
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Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 144306 members 
Entering Unmasked Estep 
Score: -4995188.000000 Penalty: 1084.918091
	Iteration 72Q: 3 clusters Score -4995188 nChanged 132
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Mstep: Class 1 contains 6131 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4995210 nChanged 121
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Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 144559 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4995226 nChanged 124
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Mstep: Class 1 contains 5886 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4995242 nChanged 137
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Mstep: Class 1 contains 5749 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4995261 nChanged 120
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Mstep: Class 1 contains 5629 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4995262 nChanged 124
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Mstep: Class 1 contains 5505 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4995284 nChanged 128
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Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 145192 members 
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	Iteration 79Q: 3 clusters Score -4995290 nChanged 107
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Mstep: Class 1 contains 5270 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4995296 nChanged 116
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Mstep: Class 1 contains 5156 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4995300 nChanged 118
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Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 145531 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4995315 nChanged 128
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Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 145657 members 
Entering Unmasked Estep 
Score: -4995333.500000 Penalty: 1084.918091
	Iteration 83Q: 3 clusters Score -4995334 nChanged 124
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Mstep: Class 1 contains 4790 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4995346 nChanged 89
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Mstep: Class 1 contains 4703 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4995362 nChanged 91
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Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 145957 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4995382 nChanged 88
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Mstep: Class 1 contains 4524 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4995398 nChanged 93
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Mstep: Class 1 contains 4433 members 
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	Iteration 88Q: 3 clusters Score -4995411 nChanged 103
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Mstep: Class 1 contains 4332 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4995431 nChanged 92
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Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 146327 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4995442 nChanged 94
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Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 146417 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4995464 nChanged 98
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Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 146515 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4995490 nChanged 102
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Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 146613 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4995506 nChanged 96
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Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 146709 members 
Entering Unmasked Estep 
Score: -4995497.500000 Penalty: 1084.918091
	Iteration 94Q: 3 clusters Score -4995498 nChanged 109
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Mstep: Class 1 contains 3751 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4995508 nChanged 103
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Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 146921 members 
Entering Unmasked Estep 
Score: -4995518.000000 Penalty: 1084.918091
	Iteration 96Q: 3 clusters Score -4995518 nChanged 86
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Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 147007 members 
Entering Unmasked Estep 
Score: -4995516.500000 Penalty: 1084.918091
	Iteration 97Q: 3 clusters Score -4995516 nChanged 87
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Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 147094 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4995531 nChanged 89
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Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 147183 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4995542 nChanged 90
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Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 147273 members 
Entering Unmasked Estep 
Score: -4995550.500000 Penalty: 1084.918091
	Iteration 100F: 3 clusters Score -4995550 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 147373 members 
Entering Unmasked Estep 
Score: -4995557.000000 Penalty: 1084.918091
	Iteration 101Q: 3 clusters Score -4995557 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 147494 members 
Entering Unmasked Estep 
Score: -4995589.000000 Penalty: 1084.918091
	Iteration 102Q: 3 clusters Score -4995589 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 147606 members 
Entering Unmasked Estep 
Score: -4995595.500000 Penalty: 1084.918091
	Iteration 103Q: 3 clusters Score -4995596 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 147714 members 
Entering Unmasked Estep 
Score: -4995612.000000 Penalty: 1084.918091
	Iteration 104Q: 3 clusters Score -4995612 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 147808 members 
Entering Unmasked Estep 
Score: -4995627.500000 Penalty: 1084.918091
	Iteration 105Q: 3 clusters Score -4995628 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 147894 members 
Entering Unmasked Estep 
Score: -4995640.500000 Penalty: 1084.918091
	Iteration 106Q: 3 clusters Score -4995640 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 147967 members 
Entering Unmasked Estep 
Score: -4995651.500000 Penalty: 1084.918091
	Iteration 107Q: 3 clusters Score -4995652 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 148043 members 
Entering Unmasked Estep 
Score: -4995661.000000 Penalty: 1084.918091
	Iteration 108Q: 3 clusters Score -4995661 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 148125 members 
Entering Unmasked Estep 
Score: -4995657.000000 Penalty: 1084.918091
	Iteration 109Q: 3 clusters Score -4995657 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 148209 members 
Entering Unmasked Estep 
Score: -4995672.000000 Penalty: 1084.918091
	Iteration 110Q: 3 clusters Score -4995672 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 148298 members 
Entering Unmasked Estep 
Score: -4995682.500000 Penalty: 1084.918091
	Iteration 111Q: 3 clusters Score -4995682 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 148385 members 
Entering Unmasked Estep 
Score: -4995707.500000 Penalty: 1084.918091
	Iteration 112Q: 3 clusters Score -4995708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 148467 members 
Entering Unmasked Estep 
Score: -4995726.500000 Penalty: 1084.918091
	Iteration 113Q: 3 clusters Score -4995726 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 148574 members 
Entering Unmasked Estep 
Score: -4995748.500000 Penalty: 1084.918091
	Iteration 114Q: 3 clusters Score -4995748 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 148659 members 
Entering Unmasked Estep 
Score: -4995758.000000 Penalty: 1084.918091
	Iteration 115Q: 3 clusters Score -4995758 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 148738 members 
Entering Unmasked Estep 
Score: -4995772.500000 Penalty: 1084.918091
	Iteration 116Q: 3 clusters Score -4995772 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 148819 members 
Entering Unmasked Estep 
Score: -4995774.000000 Penalty: 1084.918091
	Iteration 117Q: 3 clusters Score -4995774 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 148898 members 
Entering Unmasked Estep 
Score: -4995795.000000 Penalty: 1084.918091
	Iteration 118Q: 3 clusters Score -4995795 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 148978 members 
Entering Unmasked Estep 
Score: -4995813.500000 Penalty: 1084.918091
	Iteration 119Q: 3 clusters Score -4995814 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 149053 members 
Entering Unmasked Estep 
Score: -4995842.500000 Penalty: 1084.918091
	Iteration 120F: 3 clusters Score -4995842 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 149135 members 
Entering Unmasked Estep 
Score: -4995864.000000 Penalty: 1084.918091
	Iteration 121Q: 3 clusters Score -4995864 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 149196 members 
Entering Unmasked Estep 
Score: -4995863.500000 Penalty: 1084.918091
	Iteration 122Q: 3 clusters Score -4995864 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 149254 members 
Entering Unmasked Estep 
Score: -4995875.000000 Penalty: 1084.918091
	Iteration 123Q: 3 clusters Score -4995875 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 149309 members 
Entering Unmasked Estep 
Score: -4995892.000000 Penalty: 1084.918091
	Iteration 124Q: 3 clusters Score -4995892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 149356 members 
Entering Unmasked Estep 
Score: -4995901.000000 Penalty: 1084.918091
	Iteration 125Q: 3 clusters Score -4995901 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 149401 members 
Entering Unmasked Estep 
Score: -4995906.500000 Penalty: 1084.918091
	Iteration 126Q: 3 clusters Score -4995906 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 149451 members 
Entering Unmasked Estep 
Score: -4995921.000000 Penalty: 1084.918091
	Iteration 127Q: 3 clusters Score -4995921 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 149492 members 
Entering Unmasked Estep 
Score: -4995926.000000 Penalty: 1084.918091
	Iteration 128Q: 3 clusters Score -4995926 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 149527 members 
Entering Unmasked Estep 
Score: -4995934.000000 Penalty: 1084.918091
	Iteration 129Q: 3 clusters Score -4995934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 149567 members 
Entering Unmasked Estep 
Score: -4995949.500000 Penalty: 1084.918091
	Iteration 130Q: 3 clusters Score -4995950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 149600 members 
Entering Unmasked Estep 
Score: -4995971.000000 Penalty: 1084.918091
	Iteration 131Q: 3 clusters Score -4995971 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 149637 members 
Entering Unmasked Estep 
Score: -4995973.000000 Penalty: 1084.918091
	Iteration 132Q: 3 clusters Score -4995973 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 149664 members 
Entering Unmasked Estep 
Score: -4995989.000000 Penalty: 1084.918091
	Iteration 133Q: 3 clusters Score -4995989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 149699 members 
Entering Unmasked Estep 
Score: -4996000.000000 Penalty: 1084.918091
	Iteration 134Q: 3 clusters Score -4996000 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 149741 members 
Entering Unmasked Estep 
Score: -4996023.000000 Penalty: 1084.918091
	Iteration 135Q: 3 clusters Score -4996023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 149779 members 
Entering Unmasked Estep 
Score: -4996040.000000 Penalty: 1084.918091
	Iteration 136Q: 3 clusters Score -4996040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 149822 members 
Entering Unmasked Estep 
Score: -4996051.000000 Penalty: 1084.918091
	Iteration 137Q: 3 clusters Score -4996051 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 149868 members 
Entering Unmasked Estep 
Score: -4996060.500000 Penalty: 1084.918091
	Iteration 138Q: 3 clusters Score -4996060 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 149913 members 
Entering Unmasked Estep 
Score: -4996090.000000 Penalty: 1084.918091
	Iteration 139Q: 3 clusters Score -4996090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 149960 members 
Entering Unmasked Estep 
Score: -4996115.500000 Penalty: 1084.918091
	Iteration 140F: 3 clusters Score -4996116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 149998 members 
Entering Unmasked Estep 
Score: -4996131.500000 Penalty: 1084.918091
	Iteration 141Q: 3 clusters Score -4996132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 150024 members 
Entering Unmasked Estep 
Score: -4996140.500000 Penalty: 1084.918091
	Iteration 142Q: 3 clusters Score -4996140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 150047 members 
Entering Unmasked Estep 
Score: -4996153.000000 Penalty: 1084.918091
	Iteration 143Q: 3 clusters Score -4996153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 150064 members 
Entering Unmasked Estep 
Score: -4996161.000000 Penalty: 1084.918091
	Iteration 144Q: 3 clusters Score -4996161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 150084 members 
Entering Unmasked Estep 
Score: -4996176.000000 Penalty: 1084.918091
	Iteration 145Q: 3 clusters Score -4996176 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 150100 members 
Entering Unmasked Estep 
Score: -4996168.500000 Penalty: 1084.918091
	Iteration 146Q: 3 clusters Score -4996168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 150113 members 
Entering Unmasked Estep 
Score: -4996173.000000 Penalty: 1084.918091
	Iteration 147Q: 3 clusters Score -4996173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 150132 members 
Entering Unmasked Estep 
Score: -4996176.000000 Penalty: 1084.918091
	Iteration 148Q: 3 clusters Score -4996176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 150145 members 
Entering Unmasked Estep 
Score: -4996185.000000 Penalty: 1084.918091
	Iteration 149Q: 3 clusters Score -4996185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 150160 members 
Entering Unmasked Estep 
Score: -4996187.000000 Penalty: 1084.918091
	Iteration 150Q: 3 clusters Score -4996187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 150168 members 
Entering Unmasked Estep 
Score: -4996190.500000 Penalty: 1084.918091
	Iteration 151Q: 3 clusters Score -4996190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 150176 members 
Entering Unmasked Estep 
Score: -4996198.000000 Penalty: 1084.918091
	Iteration 152Q: 3 clusters Score -4996198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 150183 members 
Entering Unmasked Estep 
Score: -4996200.500000 Penalty: 1084.918091
	Iteration 153Q: 3 clusters Score -4996200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 150190 members 
Entering Unmasked Estep 
Score: -4996209.000000 Penalty: 1084.918091
	Iteration 154Q: 3 clusters Score -4996209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 150198 members 
Entering Unmasked Estep 
Score: -4996205.500000 Penalty: 1084.918091
	Iteration 155Q: 3 clusters Score -4996206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 150202 members 
Entering Unmasked Estep 
Score: -4996209.500000 Penalty: 1084.918091
	Iteration 156Q: 3 clusters Score -4996210 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 150210 members 
Entering Unmasked Estep 
Score: -4996212.000000 Penalty: 1084.918091
	Iteration 157Q: 3 clusters Score -4996212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 150214 members 
Entering Unmasked Estep 
Score: -4996208.500000 Penalty: 1084.918091
	Iteration 158Q: 3 clusters Score -4996208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 150216 members 
Entering Unmasked Estep 
Score: -4996209.000000 Penalty: 1084.918091
	Iteration 159Q: 3 clusters Score -4996209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 150219 members 
Entering Unmasked Estep 
Score: -4996208.500000 Penalty: 1084.918091
	Iteration 160F: 3 clusters Score -4996208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 150225 members 
Entering Unmasked Estep 
Score: -4996211.500000 Penalty: 1084.918091
	Iteration 161Q: 3 clusters Score -4996212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 150232 members 
Entering Unmasked Estep 
Score: -4996214.500000 Penalty: 1084.918091
	Iteration 162Q: 3 clusters Score -4996214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 150242 members 
Entering Unmasked Estep 
Score: -4996219.500000 Penalty: 1084.918091
	Iteration 163Q: 3 clusters Score -4996220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 150247 members 
Entering Unmasked Estep 
Score: -4996227.000000 Penalty: 1084.918091
	Iteration 164Q: 3 clusters Score -4996227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 150247 members 
Entering Unmasked Estep 
Score: -4996223.000000 Penalty: 1084.918091
	Iteration 165Q: 3 clusters Score -4996223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 150247 members 
Entering Unmasked Estep 
Score: -4996223.000000 Penalty: 1084.918091
	Iteration 166F: 3 clusters Score -4996223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58911 members 
Entering Unmasked Estep 
Score: -1827517.250000 Penalty: 499.762115
	Iteration 0F: 2 clusters Score -1827517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29329 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -1787717.500000 Penalty: 999.524231
	Iteration 0F: 3 clusters Score -1787718 nChanged 28651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 34439 members 
Entering Unmasked Estep 
Score: -1806572.625000 Penalty: 999.524231
	Iteration 1F: 3 clusters Score -1806573 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 36685 members 
Entering Unmasked Estep 
Score: -1808795.000000 Penalty: 999.524231
	Iteration 2F: 3 clusters Score -1808795 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 39389 members 
Entering Unmasked Estep 
Score: -1811963.000000 Penalty: 999.524231
	Iteration 3F: 3 clusters Score -1811963 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 42495 members 
Entering Unmasked Estep 
Score: -1815662.625000 Penalty: 999.524231
	Iteration 4F: 3 clusters Score -1815663 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13483 members 
Mstep: Class 2 contains 45428 members 
Entering Unmasked Estep 
Score: -1819380.500000 Penalty: 999.524231
	Iteration 5F: 3 clusters Score -1819380 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 47666 members 
Entering Unmasked Estep 
Score: -1822454.250000 Penalty: 999.524231
	Iteration 6F: 3 clusters Score -1822454 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 48996 members 
Entering Unmasked Estep 
Score: -1824169.000000 Penalty: 999.524231
	Iteration 7Q: 3 clusters Score -1824169 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 49925 members 
Entering Unmasked Estep 
Score: -1825063.250000 Penalty: 999.524231
	Iteration 8Q: 3 clusters Score -1825063 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -1825553.500000 Penalty: 999.524231
	Iteration 9Q: 3 clusters Score -1825554 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -1825891.375000 Penalty: 999.524231
	Iteration 10Q: 3 clusters Score -1825891 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 51834 members 
Entering Unmasked Estep 
Score: -1826177.875000 Penalty: 999.524231
	Iteration 11Q: 3 clusters Score -1826178 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 52306 members 
Entering Unmasked Estep 
Score: -1826372.250000 Penalty: 999.524231
	Iteration 12Q: 3 clusters Score -1826372 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 52747 members 
Entering Unmasked Estep 
Score: -1826547.500000 Penalty: 999.524231
	Iteration 13Q: 3 clusters Score -1826548 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 53176 members 
Entering Unmasked Estep 
Score: -1826696.625000 Penalty: 999.524231
	Iteration 14Q: 3 clusters Score -1826697 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 53556 members 
Entering Unmasked Estep 
Score: -1826820.375000 Penalty: 999.524231
	Iteration 15Q: 3 clusters Score -1826820 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -1826934.625000 Penalty: 999.524231
	Iteration 16Q: 3 clusters Score -1826935 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 54207 members 
Entering Unmasked Estep 
Score: -1827020.500000 Penalty: 999.524231
	Iteration 17Q: 3 clusters Score -1827020 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -1827085.750000 Penalty: 999.524231
	Iteration 18Q: 3 clusters Score -1827086 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -1827135.000000 Penalty: 999.524231
	Iteration 19Q: 3 clusters Score -1827135 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 54852 members 
Entering Unmasked Estep 
Score: -1827165.625000 Penalty: 999.524231
	Iteration 20F: 3 clusters Score -1827166 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -1827201.250000 Penalty: 999.524231
	Iteration 21Q: 3 clusters Score -1827201 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -1827228.125000 Penalty: 999.524231
	Iteration 22Q: 3 clusters Score -1827228 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 55267 members 
Entering Unmasked Estep 
Score: -1827238.125000 Penalty: 999.524231
	Iteration 23Q: 3 clusters Score -1827238 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 55386 members 
Entering Unmasked Estep 
Score: -1827259.250000 Penalty: 999.524231
	Iteration 24Q: 3 clusters Score -1827259 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 55497 members 
Entering Unmasked Estep 
Score: -1827263.875000 Penalty: 999.524231
	Iteration 25Q: 3 clusters Score -1827264 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -1827279.750000 Penalty: 999.524231
	Iteration 26Q: 3 clusters Score -1827280 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 55665 members 
Entering Unmasked Estep 
Score: -1827282.375000 Penalty: 999.524231
	Iteration 27Q: 3 clusters Score -1827282 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -1827305.125000 Penalty: 999.524231
	Iteration 28Q: 3 clusters Score -1827305 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 55855 members 
Entering Unmasked Estep 
Score: -1827311.875000 Penalty: 999.524231
	Iteration 29Q: 3 clusters Score -1827312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 55936 members 
Entering Unmasked Estep 
Score: -1827325.125000 Penalty: 999.524231
	Iteration 30Q: 3 clusters Score -1827325 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 56013 members 
Entering Unmasked Estep 
Score: -1827342.000000 Penalty: 999.524231
	Iteration 31Q: 3 clusters Score -1827342 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 56084 members 
Entering Unmasked Estep 
Score: -1827351.625000 Penalty: 999.524231
	Iteration 32Q: 3 clusters Score -1827352 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 56138 members 
Entering Unmasked Estep 
Score: -1827359.625000 Penalty: 999.524231
	Iteration 33Q: 3 clusters Score -1827360 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -1827365.875000 Penalty: 999.524231
	Iteration 34Q: 3 clusters Score -1827366 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 56210 members 
Entering Unmasked Estep 
Score: -1827364.375000 Penalty: 999.524231
	Iteration 35Q: 3 clusters Score -1827364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -1827366.000000 Penalty: 999.524231
	Iteration 36Q: 3 clusters Score -1827366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -1827363.000000 Penalty: 999.524231
	Iteration 37Q: 3 clusters Score -1827363 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 56272 members 
Entering Unmasked Estep 
Score: -1827361.500000 Penalty: 999.524231
	Iteration 38Q: 3 clusters Score -1827362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -1827363.250000 Penalty: 999.524231
	Iteration 39Q: 3 clusters Score -1827363 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 56303 members 
Entering Unmasked Estep 
Score: -1827370.875000 Penalty: 999.524231
	Iteration 40F: 3 clusters Score -1827371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 56314 members 
Entering Unmasked Estep 
Score: -1827370.375000 Penalty: 999.524231
	Iteration 41Q: 3 clusters Score -1827370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 56326 members 
Entering Unmasked Estep 
Score: -1827376.375000 Penalty: 999.524231
	Iteration 42Q: 3 clusters Score -1827376 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 56335 members 
Entering Unmasked Estep 
Score: -1827377.625000 Penalty: 999.524231
	Iteration 43Q: 3 clusters Score -1827378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 56343 members 
Entering Unmasked Estep 
Score: -1827380.500000 Penalty: 999.524231
	Iteration 44Q: 3 clusters Score -1827380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 56349 members 
Entering Unmasked Estep 
Score: -1827379.125000 Penalty: 999.524231
	Iteration 45Q: 3 clusters Score -1827379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -1827379.500000 Penalty: 999.524231
	Iteration 46Q: 3 clusters Score -1827380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 56359 members 
Entering Unmasked Estep 
Score: -1827378.750000 Penalty: 999.524231
	Iteration 47Q: 3 clusters Score -1827379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 56365 members 
Entering Unmasked Estep 
Score: -1827378.250000 Penalty: 999.524231
	Iteration 48Q: 3 clusters Score -1827378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 56372 members 
Entering Unmasked Estep 
Score: -1827381.375000 Penalty: 999.524231
	Iteration 49Q: 3 clusters Score -1827381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 56385 members 
Entering Unmasked Estep 
Score: -1827381.500000 Penalty: 999.524231
	Iteration 50Q: 3 clusters Score -1827382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 56396 members 
Entering Unmasked Estep 
Score: -1827382.875000 Penalty: 999.524231
	Iteration 51Q: 3 clusters Score -1827383 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 56401 members 
Entering Unmasked Estep 
Score: -1827380.625000 Penalty: 999.524231
	Iteration 52Q: 3 clusters Score -1827381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -1827380.375000 Penalty: 999.524231
	Iteration 53Q: 3 clusters Score -1827380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 56410 members 
Entering Unmasked Estep 
Score: -1827383.625000 Penalty: 999.524231
	Iteration 54Q: 3 clusters Score -1827384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -1827386.500000 Penalty: 999.524231
	Iteration 55Q: 3 clusters Score -1827386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 56419 members 
Entering Unmasked Estep 
Score: -1827385.750000 Penalty: 999.524231
	Iteration 56Q: 3 clusters Score -1827386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 56424 members 
Entering Unmasked Estep 
Score: -1827385.000000 Penalty: 999.524231
	Iteration 57Q: 3 clusters Score -1827385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 56427 members 
Entering Unmasked Estep 
Score: -1827385.625000 Penalty: 999.524231
	Iteration 58Q: 3 clusters Score -1827386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -1827386.750000 Penalty: 999.524231
	Iteration 59Q: 3 clusters Score -1827387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -1827386.750000 Penalty: 999.524231
	Iteration 60F: 3 clusters Score -1827387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Entering Unmasked Estep 
Score: -152868.453125 Penalty: 384.977600
	Iteration 0F: 2 clusters Score -152868.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -149637.625000 Penalty: 769.955200
	Iteration 0F: 3 clusters Score -149637.6 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -150868.578125 Penalty: 769.955200
	Iteration 1F: 3 clusters Score -150868.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -151012.046875 Penalty: 769.955200
	Iteration 2F: 3 clusters Score -151012 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -151179.828125 Penalty: 769.955200
	Iteration 3F: 3 clusters Score -151179.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -151346.390625 Penalty: 769.955200
	Iteration 4F: 3 clusters Score -151346.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -151521.125000 Penalty: 769.955200
	Iteration 5F: 3 clusters Score -151521.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -151734.515625 Penalty: 769.955200
	Iteration 6F: 3 clusters Score -151734.5 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -151911.812500 Penalty: 769.955200
	Iteration 7F: 3 clusters Score -151911.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -151986.000000 Penalty: 769.955200
	Iteration 8Q: 3 clusters Score -151986 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -152019.468750 Penalty: 769.955200
	Iteration 9Q: 3 clusters Score -152019.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -152034.734375 Penalty: 769.955200
	Iteration 10Q: 3 clusters Score -152034.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -152041.109375 Penalty: 769.955200
	Iteration 11Q: 3 clusters Score -152041.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -152047.890625 Penalty: 769.955200
	Iteration 12Q: 3 clusters Score -152047.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -152057.343750 Penalty: 769.955200
	Iteration 13Q: 3 clusters Score -152057.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -152068.140625 Penalty: 769.955200
	Iteration 14Q: 3 clusters Score -152068.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -152083.781250 Penalty: 769.955200
	Iteration 15Q: 3 clusters Score -152083.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -152099.921875 Penalty: 769.955200
	Iteration 16Q: 3 clusters Score -152099.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -152113.812500 Penalty: 769.955200
	Iteration 17Q: 3 clusters Score -152113.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -152122.203125 Penalty: 769.955200
	Iteration 18Q: 3 clusters Score -152122.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -152130.750000 Penalty: 769.955200
	Iteration 19Q: 3 clusters Score -152130.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -152138.375000 Penalty: 769.955200
	Iteration 20F: 3 clusters Score -152138.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -152144.156250 Penalty: 769.955200
	Iteration 21Q: 3 clusters Score -152144.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -152148.187500 Penalty: 769.955200
	Iteration 22Q: 3 clusters Score -152148.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -152152.578125 Penalty: 769.955200
	Iteration 23Q: 3 clusters Score -152152.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -152156.265625 Penalty: 769.955200
	Iteration 24Q: 3 clusters Score -152156.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -152159.015625 Penalty: 769.955200
	Iteration 25Q: 3 clusters Score -152159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -152163.031250 Penalty: 769.955200
	Iteration 26Q: 3 clusters Score -152163 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -152166.125000 Penalty: 769.955200
	Iteration 27Q: 3 clusters Score -152166.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -152170.984375 Penalty: 769.955200
	Iteration 28Q: 3 clusters Score -152171 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -152174.625000 Penalty: 769.955200
	Iteration 29Q: 3 clusters Score -152174.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -152178.375000 Penalty: 769.955200
	Iteration 30Q: 3 clusters Score -152178.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -152181.515625 Penalty: 769.955200
	Iteration 31Q: 3 clusters Score -152181.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -152187.015625 Penalty: 769.955200
	Iteration 32Q: 3 clusters Score -152187 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -152192.125000 Penalty: 769.955200
	Iteration 33Q: 3 clusters Score -152192.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -152196.906250 Penalty: 769.955200
	Iteration 34Q: 3 clusters Score -152196.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -152201.031250 Penalty: 769.955200
	Iteration 35Q: 3 clusters Score -152201 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -152205.359375 Penalty: 769.955200
	Iteration 36Q: 3 clusters Score -152205.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -152209.328125 Penalty: 769.955200
	Iteration 37Q: 3 clusters Score -152209.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -152212.703125 Penalty: 769.955200
	Iteration 38Q: 3 clusters Score -152212.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -152216.453125 Penalty: 769.955200
	Iteration 39Q: 3 clusters Score -152216.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -152219.500000 Penalty: 769.955200
	Iteration 40F: 3 clusters Score -152219.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -152221.218750 Penalty: 769.955200
	Iteration 41Q: 3 clusters Score -152221.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -152223.187500 Penalty: 769.955200
	Iteration 42Q: 3 clusters Score -152223.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -152226.093750 Penalty: 769.955200
	Iteration 43Q: 3 clusters Score -152226.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -152229.093750 Penalty: 769.955200
	Iteration 44Q: 3 clusters Score -152229.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -152231.390625 Penalty: 769.955200
	Iteration 45Q: 3 clusters Score -152231.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -152233.515625 Penalty: 769.955200
	Iteration 46Q: 3 clusters Score -152233.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -152235.640625 Penalty: 769.955200
	Iteration 47Q: 3 clusters Score -152235.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -152237.875000 Penalty: 769.955200
	Iteration 48Q: 3 clusters Score -152237.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -152239.953125 Penalty: 769.955200
	Iteration 49Q: 3 clusters Score -152240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -152244.734375 Penalty: 769.955200
	Iteration 50Q: 3 clusters Score -152244.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -152247.906250 Penalty: 769.955200
	Iteration 51Q: 3 clusters Score -152247.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -152251.375000 Penalty: 769.955200
	Iteration 52Q: 3 clusters Score -152251.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -152253.187500 Penalty: 769.955200
	Iteration 53Q: 3 clusters Score -152253.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -152255.093750 Penalty: 769.955200
	Iteration 54Q: 3 clusters Score -152255.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -152256.234375 Penalty: 769.955200
	Iteration 55Q: 3 clusters Score -152256.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -152256.968750 Penalty: 769.955200
	Iteration 56Q: 3 clusters Score -152257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -152258.031250 Penalty: 769.955200
	Iteration 57Q: 3 clusters Score -152258 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -152260.468750 Penalty: 769.955200
	Iteration 58Q: 3 clusters Score -152260.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -152263.859375 Penalty: 769.955200
	Iteration 59Q: 3 clusters Score -152263.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -152266.640625 Penalty: 769.955200
	Iteration 60F: 3 clusters Score -152266.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -152268.687500 Penalty: 769.955200
	Iteration 61Q: 3 clusters Score -152268.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -152270.218750 Penalty: 769.955200
	Iteration 62Q: 3 clusters Score -152270.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -152271.265625 Penalty: 769.955200
	Iteration 63Q: 3 clusters Score -152271.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -152272.437500 Penalty: 769.955200
	Iteration 64Q: 3 clusters Score -152272.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -152274.937500 Penalty: 769.955200
	Iteration 65Q: 3 clusters Score -152274.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -152276.093750 Penalty: 769.955200
	Iteration 66Q: 3 clusters Score -152276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -152276.671875 Penalty: 769.955200
	Iteration 67Q: 3 clusters Score -152276.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -152277.281250 Penalty: 769.955200
	Iteration 68Q: 3 clusters Score -152277.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -152277.640625 Penalty: 769.955200
	Iteration 69Q: 3 clusters Score -152277.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -152279.906250 Penalty: 769.955200
	Iteration 70Q: 3 clusters Score -152279.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -152282.687500 Penalty: 769.955200
	Iteration 71Q: 3 clusters Score -152282.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -152286.000000 Penalty: 769.955200
	Iteration 72Q: 3 clusters Score -152286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -152288.671875 Penalty: 769.955200
	Iteration 73Q: 3 clusters Score -152288.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -152292.671875 Penalty: 769.955200
	Iteration 74Q: 3 clusters Score -152292.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -152294.812500 Penalty: 769.955200
	Iteration 75Q: 3 clusters Score -152294.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -152297.593750 Penalty: 769.955200
	Iteration 76Q: 3 clusters Score -152297.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -152301.750000 Penalty: 769.955200
	Iteration 77Q: 3 clusters Score -152301.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -152308.484375 Penalty: 769.955200
	Iteration 78Q: 3 clusters Score -152308.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -152314.281250 Penalty: 769.955200
	Iteration 79Q: 3 clusters Score -152314.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -152320.750000 Penalty: 769.955200
	Iteration 80F: 3 clusters Score -152320.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -152326.421875 Penalty: 769.955200
	Iteration 81Q: 3 clusters Score -152326.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -152331.406250 Penalty: 769.955200
	Iteration 82Q: 3 clusters Score -152331.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -152334.421875 Penalty: 769.955200
	Iteration 83Q: 3 clusters Score -152334.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -152335.265625 Penalty: 769.955200
	Iteration 84Q: 3 clusters Score -152335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -152335.875000 Penalty: 769.955200
	Iteration 85Q: 3 clusters Score -152335.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -152338.578125 Penalty: 769.955200
	Iteration 86Q: 3 clusters Score -152338.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -152340.265625 Penalty: 769.955200
	Iteration 87Q: 3 clusters Score -152340.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -152342.531250 Penalty: 769.955200
	Iteration 88Q: 3 clusters Score -152342.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -152344.656250 Penalty: 769.955200
	Iteration 89Q: 3 clusters Score -152344.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -152346.125000 Penalty: 769.955200
	Iteration 90Q: 3 clusters Score -152346.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -152346.468750 Penalty: 769.955200
	Iteration 91Q: 3 clusters Score -152346.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -152346.906250 Penalty: 769.955200
	Iteration 92Q: 3 clusters Score -152346.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -152348.171875 Penalty: 769.955200
	Iteration 93Q: 3 clusters Score -152348.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -152349.375000 Penalty: 769.955200
	Iteration 94Q: 3 clusters Score -152349.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -152350.078125 Penalty: 769.955200
	Iteration 95Q: 3 clusters Score -152350.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -152351.125000 Penalty: 769.955200
	Iteration 96Q: 3 clusters Score -152351.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -152352.843750 Penalty: 769.955200
	Iteration 97Q: 3 clusters Score -152352.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -152355.968750 Penalty: 769.955200
	Iteration 98Q: 3 clusters Score -152356 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -152360.109375 Penalty: 769.955200
	Iteration 99Q: 3 clusters Score -152360.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -152362.218750 Penalty: 769.955200
	Iteration 100F: 3 clusters Score -152362.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -152365.531250 Penalty: 769.955200
	Iteration 101Q: 3 clusters Score -152365.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -152370.718750 Penalty: 769.955200
	Iteration 102Q: 3 clusters Score -152370.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -152381.359375 Penalty: 769.955200
	Iteration 103Q: 3 clusters Score -152381.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -152397.406250 Penalty: 769.955200
	Iteration 104Q: 3 clusters Score -152397.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -152412.078125 Penalty: 769.955200
	Iteration 105Q: 3 clusters Score -152412.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -152432.453125 Penalty: 769.955200
	Iteration 106Q: 3 clusters Score -152432.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -152451.484375 Penalty: 769.955200
	Iteration 107Q: 3 clusters Score -152451.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -152468.750000 Penalty: 769.955200
	Iteration 108Q: 3 clusters Score -152468.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -152480.625000 Penalty: 769.955200
	Iteration 109Q: 3 clusters Score -152480.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -152487.781250 Penalty: 769.955200
	Iteration 110Q: 3 clusters Score -152487.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -152494.109375 Penalty: 769.955200
	Iteration 111Q: 3 clusters Score -152494.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -152503.218750 Penalty: 769.955200
	Iteration 112Q: 3 clusters Score -152503.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -152512.296875 Penalty: 769.955200
	Iteration 113Q: 3 clusters Score -152512.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -152519.781250 Penalty: 769.955200
	Iteration 114Q: 3 clusters Score -152519.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -152523.406250 Penalty: 769.955200
	Iteration 115Q: 3 clusters Score -152523.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -152525.953125 Penalty: 769.955200
	Iteration 116Q: 3 clusters Score -152526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -152527.718750 Penalty: 769.955200
	Iteration 117Q: 3 clusters Score -152527.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -152535.500000 Penalty: 769.955200
	Iteration 118Q: 3 clusters Score -152535.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -152545.921875 Penalty: 769.955200
	Iteration 119Q: 3 clusters Score -152545.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -152550.843750 Penalty: 769.955200
	Iteration 120F: 3 clusters Score -152550.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -152553.250000 Penalty: 769.955200
	Iteration 121Q: 3 clusters Score -152553.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -152554.296875 Penalty: 769.955200
	Iteration 122Q: 3 clusters Score -152554.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -152555.937500 Penalty: 769.955200
	Iteration 123Q: 3 clusters Score -152555.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -152557.062500 Penalty: 769.955200
	Iteration 124Q: 3 clusters Score -152557.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -152558.015625 Penalty: 769.955200
	Iteration 125Q: 3 clusters Score -152558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -152559.281250 Penalty: 769.955200
	Iteration 126Q: 3 clusters Score -152559.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -152561.390625 Penalty: 769.955200
	Iteration 127Q: 3 clusters Score -152561.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -152562.078125 Penalty: 769.955200
	Iteration 128Q: 3 clusters Score -152562.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -152564.906250 Penalty: 769.955200
	Iteration 129Q: 3 clusters Score -152564.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -152565.468750 Penalty: 769.955200
	Iteration 130Q: 3 clusters Score -152565.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -152568.171875 Penalty: 769.955200
	Iteration 131Q: 3 clusters Score -152568.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -152569.812500 Penalty: 769.955200
	Iteration 132Q: 3 clusters Score -152569.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -152571.734375 Penalty: 769.955200
	Iteration 133Q: 3 clusters Score -152571.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -152571.843750 Penalty: 769.955200
	Iteration 134Q: 3 clusters Score -152571.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -152571.843750 Penalty: 769.955200
	Iteration 135F: 3 clusters Score -152571.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Entering Unmasked Estep 
Score: -801593.375000 Penalty: 461.232452
	Iteration 0F: 2 clusters Score -801593.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -784820.812500 Penalty: 922.464905
	Iteration 0F: 3 clusters Score -784820.8 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -791982.875000 Penalty: 922.464905
	Iteration 1F: 3 clusters Score -791982.9 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -792599.312500 Penalty: 922.464905
	Iteration 2F: 3 clusters Score -792599.3 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -793370.187500 Penalty: 922.464905
	Iteration 3F: 3 clusters Score -793370.2 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -794404.187500 Penalty: 922.464905
	Iteration 4F: 3 clusters Score -794404.2 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -795674.062500 Penalty: 922.464905
	Iteration 5F: 3 clusters Score -795674.1 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -797025.000000 Penalty: 922.464905
	Iteration 6F: 3 clusters Score -797025 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -798272.062500 Penalty: 922.464905
	Iteration 7F: 3 clusters Score -798272.1 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -799162.062500 Penalty: 922.464905
	Iteration 8Q: 3 clusters Score -799162.1 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -799670.375000 Penalty: 922.464905
	Iteration 9Q: 3 clusters Score -799670.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -799971.062500 Penalty: 922.464905
	Iteration 10Q: 3 clusters Score -799971.1 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -800196.625000 Penalty: 922.464905
	Iteration 11Q: 3 clusters Score -800196.6 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -800350.500000 Penalty: 922.464905
	Iteration 12Q: 3 clusters Score -800350.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -800472.187500 Penalty: 922.464905
	Iteration 13Q: 3 clusters Score -800472.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -800570.250000 Penalty: 922.464905
	Iteration 14Q: 3 clusters Score -800570.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -800648.250000 Penalty: 922.464905
	Iteration 15Q: 3 clusters Score -800648.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -800726.000000 Penalty: 922.464905
	Iteration 16Q: 3 clusters Score -800726 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -800800.750000 Penalty: 922.464905
	Iteration 17Q: 3 clusters Score -800800.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -800870.125000 Penalty: 922.464905
	Iteration 18Q: 3 clusters Score -800870.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -800924.125000 Penalty: 922.464905
	Iteration 19Q: 3 clusters Score -800924.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -800966.000000 Penalty: 922.464905
	Iteration 20F: 3 clusters Score -800966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -801004.187500 Penalty: 922.464905
	Iteration 21Q: 3 clusters Score -801004.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -801051.375000 Penalty: 922.464905
	Iteration 22Q: 3 clusters Score -801051.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -801087.437500 Penalty: 922.464905
	Iteration 23Q: 3 clusters Score -801087.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -801115.437500 Penalty: 922.464905
	Iteration 24Q: 3 clusters Score -801115.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -801141.437500 Penalty: 922.464905
	Iteration 25Q: 3 clusters Score -801141.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24470 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -801163.625000 Penalty: 922.464905
	Iteration 26Q: 3 clusters Score -801163.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -801183.250000 Penalty: 922.464905
	Iteration 27Q: 3 clusters Score -801183.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -801196.500000 Penalty: 922.464905
	Iteration 28Q: 3 clusters Score -801196.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -801200.875000 Penalty: 922.464905
	Iteration 29Q: 3 clusters Score -801200.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -801209.375000 Penalty: 922.464905
	Iteration 30Q: 3 clusters Score -801209.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -801225.187500 Penalty: 922.464905
	Iteration 31Q: 3 clusters Score -801225.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -801243.312500 Penalty: 922.464905
	Iteration 32Q: 3 clusters Score -801243.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -801251.687500 Penalty: 922.464905
	Iteration 33Q: 3 clusters Score -801251.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24758 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -801254.875000 Penalty: 922.464905
	Iteration 34Q: 3 clusters Score -801254.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -801258.687500 Penalty: 922.464905
	Iteration 35Q: 3 clusters Score -801258.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24781 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -801264.000000 Penalty: 922.464905
	Iteration 36Q: 3 clusters Score -801264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -801266.500000 Penalty: 922.464905
	Iteration 37Q: 3 clusters Score -801266.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -801266.875000 Penalty: 922.464905
	Iteration 38Q: 3 clusters Score -801266.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -801270.312500 Penalty: 922.464905
	Iteration 39Q: 3 clusters Score -801270.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24823 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -801272.250000 Penalty: 922.464905
	Iteration 40F: 3 clusters Score -801272.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -801272.375000 Penalty: 922.464905
	Iteration 41Q: 3 clusters Score -801272.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -801275.750000 Penalty: 922.464905
	Iteration 42Q: 3 clusters Score -801275.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -801279.250000 Penalty: 922.464905
	Iteration 43Q: 3 clusters Score -801279.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -801282.375000 Penalty: 922.464905
	Iteration 44Q: 3 clusters Score -801282.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -801282.750000 Penalty: 922.464905
	Iteration 45Q: 3 clusters Score -801282.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -801282.937500 Penalty: 922.464905
	Iteration 46Q: 3 clusters Score -801282.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -801283.562500 Penalty: 922.464905
	Iteration 47Q: 3 clusters Score -801283.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -801286.000000 Penalty: 922.464905
	Iteration 48Q: 3 clusters Score -801286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -801286.500000 Penalty: 922.464905
	Iteration 49Q: 3 clusters Score -801286.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24898 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -801288.000000 Penalty: 922.464905
	Iteration 50Q: 3 clusters Score -801288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -801290.312500 Penalty: 922.464905
	Iteration 51Q: 3 clusters Score -801290.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -801290.187500 Penalty: 922.464905
	Iteration 52Q: 3 clusters Score -801290.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -801291.062500 Penalty: 922.464905
	Iteration 53Q: 3 clusters Score -801291.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24911 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -801291.750000 Penalty: 922.464905
	Iteration 54Q: 3 clusters Score -801291.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -801293.187500 Penalty: 922.464905
	Iteration 55Q: 3 clusters Score -801293.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24912 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -801293.187500 Penalty: 922.464905
	Iteration 56F: 3 clusters Score -801293.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Entering Unmasked Estep 
Score: -58379.328125 Penalty: 343.769867
	Iteration 0F: 2 clusters Score -58379.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -57023.839844 Penalty: 687.539734
	Iteration 0F: 3 clusters Score -57023.84 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -57482.199219 Penalty: 687.539734
	Iteration 1F: 3 clusters Score -57482.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -57595.218750 Penalty: 687.539734
	Iteration 2F: 3 clusters Score -57595.22 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -57765.812500 Penalty: 687.539734
	Iteration 3F: 3 clusters Score -57765.81 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -57921.191406 Penalty: 687.539734
	Iteration 4F: 3 clusters Score -57921.19 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -58063.828125 Penalty: 687.539734
	Iteration 5F: 3 clusters Score -58063.83 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -58156.640625 Penalty: 687.539734
	Iteration 6F: 3 clusters Score -58156.64 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -58212.343750 Penalty: 687.539734
	Iteration 7Q: 3 clusters Score -58212.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -58247.531250 Penalty: 687.539734
	Iteration 8Q: 3 clusters Score -58247.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -58270.730469 Penalty: 687.539734
	Iteration 9Q: 3 clusters Score -58270.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -58276.675781 Penalty: 687.539734
	Iteration 10Q: 3 clusters Score -58276.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -58277.937500 Penalty: 687.539734
	Iteration 11Q: 3 clusters Score -58277.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -58278.503906 Penalty: 687.539734
	Iteration 12Q: 3 clusters Score -58278.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -58278.734375 Penalty: 687.539734
	Iteration 13Q: 3 clusters Score -58278.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -58279.210938 Penalty: 687.539734
	Iteration 14Q: 3 clusters Score -58279.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -58279.378906 Penalty: 687.539734
	Iteration 15Q: 3 clusters Score -58279.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -58279.378906 Penalty: 687.539734
	Iteration 16F: 3 clusters Score -58279.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Entering Unmasked Estep 
Score: -63245.113281 Penalty: 345.176483
	Iteration 0F: 2 clusters Score -63245.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -61811.699219 Penalty: 690.352966
	Iteration 0F: 3 clusters Score -61811.7 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -62296.855469 Penalty: 690.352966
	Iteration 1F: 3 clusters Score -62296.86 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -62399.777344 Penalty: 690.352966
	Iteration 2F: 3 clusters Score -62399.78 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -62491.031250 Penalty: 690.352966
	Iteration 3F: 3 clusters Score -62491.03 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -62565.578125 Penalty: 690.352966
	Iteration 4F: 3 clusters Score -62565.58 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -62624.437500 Penalty: 690.352966
	Iteration 5Q: 3 clusters Score -62624.44 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -62680.390625 Penalty: 690.352966
	Iteration 6Q: 3 clusters Score -62680.39 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -62727.000000 Penalty: 690.352966
	Iteration 7Q: 3 clusters Score -62727 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -62775.460938 Penalty: 690.352966
	Iteration 8Q: 3 clusters Score -62775.46 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -62822.113281 Penalty: 690.352966
	Iteration 9Q: 3 clusters Score -62822.11 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -62866.207031 Penalty: 690.352966
	Iteration 10Q: 3 clusters Score -62866.21 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62897.710938 Penalty: 690.352966
	Iteration 11Q: 3 clusters Score -62897.71 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -62911.906250 Penalty: 690.352966
	Iteration 12Q: 3 clusters Score -62911.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -62929.214844 Penalty: 690.352966
	Iteration 13Q: 3 clusters Score -62929.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -62937.660156 Penalty: 690.352966
	Iteration 14Q: 3 clusters Score -62937.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -62945.421875 Penalty: 690.352966
	Iteration 15Q: 3 clusters Score -62945.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -62955.085938 Penalty: 690.352966
	Iteration 16Q: 3 clusters Score -62955.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -62961.429688 Penalty: 690.352966
	Iteration 17Q: 3 clusters Score -62961.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -62970.972656 Penalty: 690.352966
	Iteration 18Q: 3 clusters Score -62970.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -62981.941406 Penalty: 690.352966
	Iteration 19Q: 3 clusters Score -62981.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -62989.316406 Penalty: 690.352966
	Iteration 20F: 3 clusters Score -62989.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -62995.101562 Penalty: 690.352966
	Iteration 21Q: 3 clusters Score -62995.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -62996.882812 Penalty: 690.352966
	Iteration 22Q: 3 clusters Score -62996.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -62997.804688 Penalty: 690.352966
	Iteration 23Q: 3 clusters Score -62997.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -62997.804688 Penalty: 690.352966
	Iteration 24F: 3 clusters Score -62997.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Entering Unmasked Estep 
Score: -266206.468750 Penalty: 414.276581
	Iteration 0F: 2 clusters Score -266206.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -260210.671875 Penalty: 828.553162
	Iteration 0F: 3 clusters Score -260210.7 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -262609.781250 Penalty: 828.553162
	Iteration 1F: 3 clusters Score -262609.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -262840.187500 Penalty: 828.553162
	Iteration 2F: 3 clusters Score -262840.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -263151.531250 Penalty: 828.553162
	Iteration 3F: 3 clusters Score -263151.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -263547.531250 Penalty: 828.553162
	Iteration 4F: 3 clusters Score -263547.5 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -264014.218750 Penalty: 828.553162
	Iteration 5F: 3 clusters Score -264014.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -264486.187500 Penalty: 828.553162
	Iteration 6F: 3 clusters Score -264486.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -264826.906250 Penalty: 828.553162
	Iteration 7Q: 3 clusters Score -264826.9 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -265045.125000 Penalty: 828.553162
	Iteration 8Q: 3 clusters Score -265045.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -265210.718750 Penalty: 828.553162
	Iteration 9Q: 3 clusters Score -265210.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -265347.281250 Penalty: 828.553162
	Iteration 10Q: 3 clusters Score -265347.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -265456.093750 Penalty: 828.553162
	Iteration 11Q: 3 clusters Score -265456.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -265525.593750 Penalty: 828.553162
	Iteration 12Q: 3 clusters Score -265525.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -265575.281250 Penalty: 828.553162
	Iteration 13Q: 3 clusters Score -265575.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -265615.687500 Penalty: 828.553162
	Iteration 14Q: 3 clusters Score -265615.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -265650.468750 Penalty: 828.553162
	Iteration 15Q: 3 clusters Score -265650.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -265685.281250 Penalty: 828.553162
	Iteration 16Q: 3 clusters Score -265685.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -265712.343750 Penalty: 828.553162
	Iteration 17Q: 3 clusters Score -265712.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -265735.468750 Penalty: 828.553162
	Iteration 18Q: 3 clusters Score -265735.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -265748.375000 Penalty: 828.553162
	Iteration 19Q: 3 clusters Score -265748.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -265761.687500 Penalty: 828.553162
	Iteration 20F: 3 clusters Score -265761.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -265773.625000 Penalty: 828.553162
	Iteration 21Q: 3 clusters Score -265773.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -265787.718750 Penalty: 828.553162
	Iteration 22Q: 3 clusters Score -265787.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -265798.406250 Penalty: 828.553162
	Iteration 23Q: 3 clusters Score -265798.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -265807.718750 Penalty: 828.553162
	Iteration 24Q: 3 clusters Score -265807.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -265817.906250 Penalty: 828.553162
	Iteration 25Q: 3 clusters Score -265817.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -265828.562500 Penalty: 828.553162
	Iteration 26Q: 3 clusters Score -265828.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -265833.906250 Penalty: 828.553162
	Iteration 27Q: 3 clusters Score -265833.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -265838.593750 Penalty: 828.553162
	Iteration 28Q: 3 clusters Score -265838.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -265843.031250 Penalty: 828.553162
	Iteration 29Q: 3 clusters Score -265843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -265849.625000 Penalty: 828.553162
	Iteration 30Q: 3 clusters Score -265849.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -265852.875000 Penalty: 828.553162
	Iteration 31Q: 3 clusters Score -265852.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -265858.875000 Penalty: 828.553162
	Iteration 32Q: 3 clusters Score -265858.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -265864.343750 Penalty: 828.553162
	Iteration 33Q: 3 clusters Score -265864.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -265871.218750 Penalty: 828.553162
	Iteration 34Q: 3 clusters Score -265871.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -265878.625000 Penalty: 828.553162
	Iteration 35Q: 3 clusters Score -265878.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -265884.500000 Penalty: 828.553162
	Iteration 36Q: 3 clusters Score -265884.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -265888.875000 Penalty: 828.553162
	Iteration 37Q: 3 clusters Score -265888.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -265893.000000 Penalty: 828.553162
	Iteration 38Q: 3 clusters Score -265893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -265899.593750 Penalty: 828.553162
	Iteration 39Q: 3 clusters Score -265899.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -265904.656250 Penalty: 828.553162
	Iteration 40F: 3 clusters Score -265904.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -265909.375000 Penalty: 828.553162
	Iteration 41Q: 3 clusters Score -265909.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -265912.968750 Penalty: 828.553162
	Iteration 42Q: 3 clusters Score -265913 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -265919.406250 Penalty: 828.553162
	Iteration 43Q: 3 clusters Score -265919.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -265924.968750 Penalty: 828.553162
	Iteration 44Q: 3 clusters Score -265925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -265927.593750 Penalty: 828.553162
	Iteration 45Q: 3 clusters Score -265927.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -265932.500000 Penalty: 828.553162
	Iteration 46Q: 3 clusters Score -265932.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -265940.343750 Penalty: 828.553162
	Iteration 47Q: 3 clusters Score -265940.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -265950.031250 Penalty: 828.553162
	Iteration 48Q: 3 clusters Score -265950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -265955.343750 Penalty: 828.553162
	Iteration 49Q: 3 clusters Score -265955.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -265959.281250 Penalty: 828.553162
	Iteration 50Q: 3 clusters Score -265959.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -265962.812500 Penalty: 828.553162
	Iteration 51Q: 3 clusters Score -265962.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -265964.062500 Penalty: 828.553162
	Iteration 52Q: 3 clusters Score -265964.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -265964.281250 Penalty: 828.553162
	Iteration 53Q: 3 clusters Score -265964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -265965.531250 Penalty: 828.553162
	Iteration 54Q: 3 clusters Score -265965.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -265965.375000 Penalty: 828.553162
	Iteration 55Q: 3 clusters Score -265965.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -265967.562500 Penalty: 828.553162
	Iteration 56Q: 3 clusters Score -265967.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -265969.062500 Penalty: 828.553162
	Iteration 57Q: 3 clusters Score -265969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -265968.968750 Penalty: 828.553162
	Iteration 58Q: 3 clusters Score -265969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -265969.093750 Penalty: 828.553162
	Iteration 59Q: 3 clusters Score -265969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -265969.718750 Penalty: 828.553162
	Iteration 60F: 3 clusters Score -265969.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -265970.375000 Penalty: 828.553162
	Iteration 61Q: 3 clusters Score -265970.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -265970.375000 Penalty: 828.553162
	Iteration 62F: 3 clusters Score -265970.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (21479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Entering Unmasked Estep 
Score: -677044.687500 Penalty: 453.854797
	Iteration 0F: 2 clusters Score -677044.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -662705.625000 Penalty: 907.709595
	Iteration 0F: 3 clusters Score -662705.6 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 13083 members 
Entering Unmasked Estep 
Score: -669285.562500 Penalty: 907.709595
	Iteration 1F: 3 clusters Score -669285.6 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -670395.562500 Penalty: 907.709595
	Iteration 2F: 3 clusters Score -670395.6 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -671865.812500 Penalty: 907.709595
	Iteration 3F: 3 clusters Score -671865.8 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -673431.000000 Penalty: 907.709595
	Iteration 4F: 3 clusters Score -673431 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -674776.875000 Penalty: 907.709595
	Iteration 5F: 3 clusters Score -674776.9 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -675634.625000 Penalty: 907.709595
	Iteration 6Q: 3 clusters Score -675634.6 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -676099.875000 Penalty: 907.709595
	Iteration 7Q: 3 clusters Score -676099.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -676335.062500 Penalty: 907.709595
	Iteration 8Q: 3 clusters Score -676335.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -676473.812500 Penalty: 907.709595
	Iteration 9Q: 3 clusters Score -676473.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -676553.375000 Penalty: 907.709595
	Iteration 10Q: 3 clusters Score -676553.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -676614.937500 Penalty: 907.709595
	Iteration 11Q: 3 clusters Score -676614.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -676664.812500 Penalty: 907.709595
	Iteration 12Q: 3 clusters Score -676664.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 21001 members 
Entering Unmasked Estep 
Score: -676692.062500 Penalty: 907.709595
	Iteration 13Q: 3 clusters Score -676692.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -676720.562500 Penalty: 907.709595
	Iteration 14Q: 3 clusters Score -676720.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -676751.687500 Penalty: 907.709595
	Iteration 15Q: 3 clusters Score -676751.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -676766.312500 Penalty: 907.709595
	Iteration 16Q: 3 clusters Score -676766.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -676773.875000 Penalty: 907.709595
	Iteration 17Q: 3 clusters Score -676773.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -676780.812500 Penalty: 907.709595
	Iteration 18Q: 3 clusters Score -676780.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
Score: -676788.562500 Penalty: 907.709595
	Iteration 19Q: 3 clusters Score -676788.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -676792.312500 Penalty: 907.709595
	Iteration 20F: 3 clusters Score -676792.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -676794.312500 Penalty: 907.709595
	Iteration 21Q: 3 clusters Score -676794.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -676795.687500 Penalty: 907.709595
	Iteration 22Q: 3 clusters Score -676795.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 21182 members 
Entering Unmasked Estep 
Score: -676798.312500 Penalty: 907.709595
	Iteration 23Q: 3 clusters Score -676798.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -676802.000000 Penalty: 907.709595
	Iteration 24Q: 3 clusters Score -676802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -676802.125000 Penalty: 907.709595
	Iteration 25Q: 3 clusters Score -676802.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -676806.500000 Penalty: 907.709595
	Iteration 26Q: 3 clusters Score -676806.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -676811.937500 Penalty: 907.709595
	Iteration 27Q: 3 clusters Score -676811.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -676813.250000 Penalty: 907.709595
	Iteration 28Q: 3 clusters Score -676813.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -676818.000000 Penalty: 907.709595
	Iteration 29Q: 3 clusters Score -676818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -676825.625000 Penalty: 907.709595
	Iteration 30Q: 3 clusters Score -676825.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -676835.437500 Penalty: 907.709595
	Iteration 31Q: 3 clusters Score -676835.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -676837.750000 Penalty: 907.709595
	Iteration 32Q: 3 clusters Score -676837.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -676839.062500 Penalty: 907.709595
	Iteration 33Q: 3 clusters Score -676839.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -676839.750000 Penalty: 907.709595
	Iteration 34Q: 3 clusters Score -676839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -676839.437500 Penalty: 907.709595
	Iteration 35Q: 3 clusters Score -676839.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -676840.125000 Penalty: 907.709595
	Iteration 36Q: 3 clusters Score -676840.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -676840.062500 Penalty: 907.709595
	Iteration 37Q: 3 clusters Score -676840.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -676840.062500 Penalty: 907.709595
	Iteration 38F: 3 clusters Score -676840.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Entering Unmasked Estep 
Score: -262595.250000 Penalty: 408.465912
	Iteration 0F: 2 clusters Score -262595.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -257337.125000 Penalty: 816.931824
	Iteration 0F: 3 clusters Score -257337.1 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -259417.578125 Penalty: 816.931824
	Iteration 1F: 3 clusters Score -259417.6 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -259574.984375 Penalty: 816.931824
	Iteration 2Q: 3 clusters Score -259575 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -259788.250000 Penalty: 816.931824
	Iteration 3F: 3 clusters Score -259788.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -260033.562500 Penalty: 816.931824
	Iteration 4F: 3 clusters Score -260033.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -260350.500000 Penalty: 816.931824
	Iteration 5F: 3 clusters Score -260350.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -260688.187500 Penalty: 816.931824
	Iteration 6F: 3 clusters Score -260688.2 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -261015.843750 Penalty: 816.931824
	Iteration 7F: 3 clusters Score -261015.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -261231.765625 Penalty: 816.931824
	Iteration 8Q: 3 clusters Score -261231.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -261365.343750 Penalty: 816.931824
	Iteration 9Q: 3 clusters Score -261365.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -261444.937500 Penalty: 816.931824
	Iteration 10Q: 3 clusters Score -261444.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -261501.468750 Penalty: 816.931824
	Iteration 11Q: 3 clusters Score -261501.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -261557.968750 Penalty: 816.931824
	Iteration 12Q: 3 clusters Score -261558 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -261609.406250 Penalty: 816.931824
	Iteration 13Q: 3 clusters Score -261609.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -261674.812500 Penalty: 816.931824
	Iteration 14Q: 3 clusters Score -261674.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -261740.875000 Penalty: 816.931824
	Iteration 15Q: 3 clusters Score -261740.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -261793.875000 Penalty: 816.931824
	Iteration 16Q: 3 clusters Score -261793.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -261843.515625 Penalty: 816.931824
	Iteration 17Q: 3 clusters Score -261843.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -261885.984375 Penalty: 816.931824
	Iteration 18Q: 3 clusters Score -261886 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -261936.656250 Penalty: 816.931824
	Iteration 19Q: 3 clusters Score -261936.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -261982.921875 Penalty: 816.931824
	Iteration 20F: 3 clusters Score -261982.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -262030.890625 Penalty: 816.931824
	Iteration 21Q: 3 clusters Score -262030.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -262067.093750 Penalty: 816.931824
	Iteration 22Q: 3 clusters Score -262067.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -262095.687500 Penalty: 816.931824
	Iteration 23Q: 3 clusters Score -262095.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -262130.921875 Penalty: 816.931824
	Iteration 24Q: 3 clusters Score -262130.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -262158.250000 Penalty: 816.931824
	Iteration 25Q: 3 clusters Score -262158.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -262175.750000 Penalty: 816.931824
	Iteration 26Q: 3 clusters Score -262175.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -262186.281250 Penalty: 816.931824
	Iteration 27Q: 3 clusters Score -262186.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -262194.093750 Penalty: 816.931824
	Iteration 28Q: 3 clusters Score -262194.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -262201.156250 Penalty: 816.931824
	Iteration 29Q: 3 clusters Score -262201.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -262205.812500 Penalty: 816.931824
	Iteration 30Q: 3 clusters Score -262205.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -262209.500000 Penalty: 816.931824
	Iteration 31Q: 3 clusters Score -262209.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -262212.062500 Penalty: 816.931824
	Iteration 32Q: 3 clusters Score -262212.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -262214.187500 Penalty: 816.931824
	Iteration 33Q: 3 clusters Score -262214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -262217.218750 Penalty: 816.931824
	Iteration 34Q: 3 clusters Score -262217.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -262221.687500 Penalty: 816.931824
	Iteration 35Q: 3 clusters Score -262221.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -262225.031250 Penalty: 816.931824
	Iteration 36Q: 3 clusters Score -262225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -262228.531250 Penalty: 816.931824
	Iteration 37Q: 3 clusters Score -262228.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -262230.062500 Penalty: 816.931824
	Iteration 38Q: 3 clusters Score -262230.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -262231.125000 Penalty: 816.931824
	Iteration 39Q: 3 clusters Score -262231.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -262232.218750 Penalty: 816.931824
	Iteration 40F: 3 clusters Score -262232.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -262232.406250 Penalty: 816.931824
	Iteration 41Q: 3 clusters Score -262232.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -262233.062500 Penalty: 816.931824
	Iteration 42Q: 3 clusters Score -262233.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 7742 members 
Entering Unmasked Estep 
Score: -262233.062500 Penalty: 816.931824
	Iteration 43F: 3 clusters Score -262233.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (20970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Entering Unmasked Estep 
Score: -697160.562500 Penalty: 452.763611
	Iteration 0F: 2 clusters Score -697160.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -683235.062500 Penalty: 905.527222
	Iteration 0F: 3 clusters Score -683235.1 nChanged 9876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -689179.687500 Penalty: 905.527222
	Iteration 1F: 3 clusters Score -689179.7 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -689928.250000 Penalty: 905.527222
	Iteration 2F: 3 clusters Score -689928.2 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -690978.375000 Penalty: 905.527222
	Iteration 3F: 3 clusters Score -690978.4 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 16115 members 
Entering Unmasked Estep 
Score: -692346.875000 Penalty: 905.527222
	Iteration 4F: 3 clusters Score -692346.9 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -693789.125000 Penalty: 905.527222
	Iteration 5F: 3 clusters Score -693789.1 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -695070.500000 Penalty: 905.527222
	Iteration 6F: 3 clusters Score -695070.5 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -695957.062500 Penalty: 905.527222
	Iteration 7Q: 3 clusters Score -695957.1 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -696412.125000 Penalty: 905.527222
	Iteration 8Q: 3 clusters Score -696412.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -696597.750000 Penalty: 905.527222
	Iteration 9Q: 3 clusters Score -696597.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -696683.750000 Penalty: 905.527222
	Iteration 10Q: 3 clusters Score -696683.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -696732.687500 Penalty: 905.527222
	Iteration 11Q: 3 clusters Score -696732.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -696750.375000 Penalty: 905.527222
	Iteration 12Q: 3 clusters Score -696750.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -696755.312500 Penalty: 905.527222
	Iteration 13Q: 3 clusters Score -696755.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -696763.625000 Penalty: 905.527222
	Iteration 14Q: 3 clusters Score -696763.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -696772.625000 Penalty: 905.527222
	Iteration 15Q: 3 clusters Score -696772.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -696777.312500 Penalty: 905.527222
	Iteration 16Q: 3 clusters Score -696777.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -696783.187500 Penalty: 905.527222
	Iteration 17Q: 3 clusters Score -696783.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -696787.562500 Penalty: 905.527222
	Iteration 18Q: 3 clusters Score -696787.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -696800.062500 Penalty: 905.527222
	Iteration 19Q: 3 clusters Score -696800.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -696805.625000 Penalty: 905.527222
	Iteration 20F: 3 clusters Score -696805.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -696811.437500 Penalty: 905.527222
	Iteration 21Q: 3 clusters Score -696811.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -696817.500000 Penalty: 905.527222
	Iteration 22Q: 3 clusters Score -696817.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -696823.625000 Penalty: 905.527222
	Iteration 23Q: 3 clusters Score -696823.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -696827.937500 Penalty: 905.527222
	Iteration 24Q: 3 clusters Score -696827.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -696828.500000 Penalty: 905.527222
	Iteration 25Q: 3 clusters Score -696828.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -696829.062500 Penalty: 905.527222
	Iteration 26Q: 3 clusters Score -696829.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -696830.250000 Penalty: 905.527222
	Iteration 27Q: 3 clusters Score -696830.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -696830.062500 Penalty: 905.527222
	Iteration 28Q: 3 clusters Score -696830.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 20853 members 
Entering Unmasked Estep 
Score: -696830.062500 Penalty: 905.527222
	Iteration 29F: 3 clusters Score -696830.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14692 members 
Entering Unmasked Estep 
Score: -485783.000000 Penalty: 436.575165
	Iteration 0F: 2 clusters Score -485783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -475972.468750 Penalty: 873.150330
	Iteration 0F: 3 clusters Score -475972.5 nChanged 6976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -480521.343750 Penalty: 873.150330
	Iteration 1F: 3 clusters Score -480521.3 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -481221.125000 Penalty: 873.150330
	Iteration 2F: 3 clusters Score -481221.1 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -482025.531250 Penalty: 873.150330
	Iteration 3F: 3 clusters Score -482025.5 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -482846.718750 Penalty: 873.150330
	Iteration 4F: 3 clusters Score -482846.7 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -483654.218750 Penalty: 873.150330
	Iteration 5F: 3 clusters Score -483654.2 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -484517.937500 Penalty: 873.150330
	Iteration 6Q: 3 clusters Score -484517.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -485206.937500 Penalty: 873.150330
	Iteration 7Q: 3 clusters Score -485206.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -485470.156250 Penalty: 873.150330
	Iteration 8Q: 3 clusters Score -485470.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -485572.093750 Penalty: 873.150330
	Iteration 9Q: 3 clusters Score -485572.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -485632.187500 Penalty: 873.150330
	Iteration 10Q: 3 clusters Score -485632.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -485660.531250 Penalty: 873.150330
	Iteration 11Q: 3 clusters Score -485660.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -485674.593750 Penalty: 873.150330
	Iteration 12Q: 3 clusters Score -485674.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -485682.312500 Penalty: 873.150330
	Iteration 13Q: 3 clusters Score -485682.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -485686.093750 Penalty: 873.150330
	Iteration 14Q: 3 clusters Score -485686.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -485690.875000 Penalty: 873.150330
	Iteration 15Q: 3 clusters Score -485690.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -485692.500000 Penalty: 873.150330
	Iteration 16Q: 3 clusters Score -485692.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -485695.500000 Penalty: 873.150330
	Iteration 17Q: 3 clusters Score -485695.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -485697.343750 Penalty: 873.150330
	Iteration 18Q: 3 clusters Score -485697.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -485699.375000 Penalty: 873.150330
	Iteration 19Q: 3 clusters Score -485699.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -485700.343750 Penalty: 873.150330
	Iteration 20F: 3 clusters Score -485700.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -485700.062500 Penalty: 873.150330
	Iteration 21Q: 3 clusters Score -485700.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -485699.406250 Penalty: 873.150330
	Iteration 22Q: 3 clusters Score -485699.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -485700.718750 Penalty: 873.150330
	Iteration 23Q: 3 clusters Score -485700.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -485700.593750 Penalty: 873.150330
	Iteration 24Q: 3 clusters Score -485700.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -485700.593750 Penalty: 873.150330
	Iteration 25F: 3 clusters Score -485700.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Entering Unmasked Estep 
Score: -6491.850098 Penalty: 261.306641
	Iteration 0F: 2 clusters Score -6491.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -6172.477539 Penalty: 522.613281
	Iteration 0F: 3 clusters Score -6172.478 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6344.993164 Penalty: 522.613281
	Iteration 1F: 3 clusters Score -6344.993 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -6411.392578 Penalty: 522.613281
	Iteration 2F: 3 clusters Score -6411.393 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -6418.953125 Penalty: 522.613281
	Iteration 3Q: 3 clusters Score -6418.953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -6423.257324 Penalty: 522.613281
	Iteration 4Q: 3 clusters Score -6423.257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6429.448730 Penalty: 522.613281
	Iteration 5Q: 3 clusters Score -6429.449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -6429.448730 Penalty: 522.613281
	Iteration 6F: 3 clusters Score -6429.449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Entering Unmasked Estep 
Score: -103607.679688 Penalty: 369.500305
	Iteration 0F: 2 clusters Score -103607.7 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 1689 members 
Entering Unmasked Estep 
Score: -101316.757812 Penalty: 739.000610
	Iteration 0F: 3 clusters Score -101316.8 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -102290.781250 Penalty: 739.000610
	Iteration 1F: 3 clusters Score -102290.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -102407.062500 Penalty: 739.000610
	Iteration 2F: 3 clusters Score -102407.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -102506.171875 Penalty: 739.000610
	Iteration 3F: 3 clusters Score -102506.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -102615.562500 Penalty: 739.000610
	Iteration 4Q: 3 clusters Score -102615.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -102713.726562 Penalty: 739.000610
	Iteration 5Q: 3 clusters Score -102713.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -102779.218750 Penalty: 739.000610
	Iteration 6Q: 3 clusters Score -102779.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -102826.406250 Penalty: 739.000610
	Iteration 7Q: 3 clusters Score -102826.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -102852.960938 Penalty: 739.000610
	Iteration 8Q: 3 clusters Score -102853 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -102866.664062 Penalty: 739.000610
	Iteration 9Q: 3 clusters Score -102866.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -102873.640625 Penalty: 739.000610
	Iteration 10Q: 3 clusters Score -102873.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -102880.671875 Penalty: 739.000610
	Iteration 11Q: 3 clusters Score -102880.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -102886.062500 Penalty: 739.000610
	Iteration 12Q: 3 clusters Score -102886.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -102892.515625 Penalty: 739.000610
	Iteration 13Q: 3 clusters Score -102892.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -102901.796875 Penalty: 739.000610
	Iteration 14Q: 3 clusters Score -102901.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -102914.750000 Penalty: 739.000610
	Iteration 15Q: 3 clusters Score -102914.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -102931.101562 Penalty: 739.000610
	Iteration 16Q: 3 clusters Score -102931.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -102949.304688 Penalty: 739.000610
	Iteration 17Q: 3 clusters Score -102949.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -102967.531250 Penalty: 739.000610
	Iteration 18Q: 3 clusters Score -102967.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -102995.843750 Penalty: 739.000610
	Iteration 19Q: 3 clusters Score -102995.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -103021.453125 Penalty: 739.000610
	Iteration 20F: 3 clusters Score -103021.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -103040.468750 Penalty: 739.000610
	Iteration 21Q: 3 clusters Score -103040.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -103057.625000 Penalty: 739.000610
	Iteration 22Q: 3 clusters Score -103057.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -103073.765625 Penalty: 739.000610
	Iteration 23Q: 3 clusters Score -103073.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -103083.671875 Penalty: 739.000610
	Iteration 24Q: 3 clusters Score -103083.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -103090.343750 Penalty: 739.000610
	Iteration 25Q: 3 clusters Score -103090.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -103095.851562 Penalty: 739.000610
	Iteration 26Q: 3 clusters Score -103095.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -103106.250000 Penalty: 739.000610
	Iteration 27Q: 3 clusters Score -103106.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -103115.210938 Penalty: 739.000610
	Iteration 28Q: 3 clusters Score -103115.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -103124.750000 Penalty: 739.000610
	Iteration 29Q: 3 clusters Score -103124.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -103136.671875 Penalty: 739.000610
	Iteration 30Q: 3 clusters Score -103136.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -103148.523438 Penalty: 739.000610
	Iteration 31Q: 3 clusters Score -103148.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -103166.250000 Penalty: 739.000610
	Iteration 32Q: 3 clusters Score -103166.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -103182.390625 Penalty: 739.000610
	Iteration 33Q: 3 clusters Score -103182.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -103200.554688 Penalty: 739.000610
	Iteration 34Q: 3 clusters Score -103200.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -103211.750000 Penalty: 739.000610
	Iteration 35Q: 3 clusters Score -103211.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -103219.437500 Penalty: 739.000610
	Iteration 36Q: 3 clusters Score -103219.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -103224.007812 Penalty: 739.000610
	Iteration 37Q: 3 clusters Score -103224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -103231.734375 Penalty: 739.000610
	Iteration 38Q: 3 clusters Score -103231.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -103239.203125 Penalty: 739.000610
	Iteration 39Q: 3 clusters Score -103239.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -103248.210938 Penalty: 739.000610
	Iteration 40F: 3 clusters Score -103248.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -103252.320312 Penalty: 739.000610
	Iteration 41Q: 3 clusters Score -103252.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -103254.492188 Penalty: 739.000610
	Iteration 42Q: 3 clusters Score -103254.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -103255.421875 Penalty: 739.000610
	Iteration 43Q: 3 clusters Score -103255.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -103257.023438 Penalty: 739.000610
	Iteration 44Q: 3 clusters Score -103257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -103257.640625 Penalty: 739.000610
	Iteration 45Q: 3 clusters Score -103257.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -103257.851562 Penalty: 739.000610
	Iteration 46Q: 3 clusters Score -103257.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -103258.312500 Penalty: 739.000610
	Iteration 47Q: 3 clusters Score -103258.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -103258.757812 Penalty: 739.000610
	Iteration 48Q: 3 clusters Score -103258.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -103258.898438 Penalty: 739.000610
	Iteration 49Q: 3 clusters Score -103258.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -103258.898438 Penalty: 739.000610
	Iteration 50F: 3 clusters Score -103258.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Entering Unmasked Estep 
Score: -134210.562500 Penalty: 383.400848
	Iteration 0F: 2 clusters Score -134210.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -131073.062500 Penalty: 766.801697
	Iteration 0F: 3 clusters Score -131073.1 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -132329.109375 Penalty: 766.801697
	Iteration 1F: 3 clusters Score -132329.1 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -132561.093750 Penalty: 766.801697
	Iteration 2F: 3 clusters Score -132561.1 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -132869.781250 Penalty: 766.801697
	Iteration 3F: 3 clusters Score -132869.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -133128.890625 Penalty: 766.801697
	Iteration 4F: 3 clusters Score -133128.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -133339.078125 Penalty: 766.801697
	Iteration 5F: 3 clusters Score -133339.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -133474.125000 Penalty: 766.801697
	Iteration 6F: 3 clusters Score -133474.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -133543.875000 Penalty: 766.801697
	Iteration 7Q: 3 clusters Score -133543.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -133593.515625 Penalty: 766.801697
	Iteration 8Q: 3 clusters Score -133593.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -133636.203125 Penalty: 766.801697
	Iteration 9Q: 3 clusters Score -133636.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -133686.828125 Penalty: 766.801697
	Iteration 10Q: 3 clusters Score -133686.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -133742.703125 Penalty: 766.801697
	Iteration 11Q: 3 clusters Score -133742.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -133794.125000 Penalty: 766.801697
	Iteration 12Q: 3 clusters Score -133794.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -133843.984375 Penalty: 766.801697
	Iteration 13Q: 3 clusters Score -133844 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -133894.687500 Penalty: 766.801697
	Iteration 14Q: 3 clusters Score -133894.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -133937.203125 Penalty: 766.801697
	Iteration 15Q: 3 clusters Score -133937.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -133969.453125 Penalty: 766.801697
	Iteration 16Q: 3 clusters Score -133969.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -133999.609375 Penalty: 766.801697
	Iteration 17Q: 3 clusters Score -133999.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -134024.109375 Penalty: 766.801697
	Iteration 18Q: 3 clusters Score -134024.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -134045.531250 Penalty: 766.801697
	Iteration 19Q: 3 clusters Score -134045.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -134071.015625 Penalty: 766.801697
	Iteration 20F: 3 clusters Score -134071 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -134100.218750 Penalty: 766.801697
	Iteration 21Q: 3 clusters Score -134100.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -134127.843750 Penalty: 766.801697
	Iteration 22Q: 3 clusters Score -134127.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -134148.015625 Penalty: 766.801697
	Iteration 23Q: 3 clusters Score -134148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -134162.140625 Penalty: 766.801697
	Iteration 24Q: 3 clusters Score -134162.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -134170.546875 Penalty: 766.801697
	Iteration 25Q: 3 clusters Score -134170.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -134176.515625 Penalty: 766.801697
	Iteration 26Q: 3 clusters Score -134176.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -134185.781250 Penalty: 766.801697
	Iteration 27Q: 3 clusters Score -134185.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -134193.343750 Penalty: 766.801697
	Iteration 28Q: 3 clusters Score -134193.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -134195.296875 Penalty: 766.801697
	Iteration 29Q: 3 clusters Score -134195.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -134198.281250 Penalty: 766.801697
	Iteration 30Q: 3 clusters Score -134198.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -134201.593750 Penalty: 766.801697
	Iteration 31Q: 3 clusters Score -134201.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -134203.750000 Penalty: 766.801697
	Iteration 32Q: 3 clusters Score -134203.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -134205.453125 Penalty: 766.801697
	Iteration 33Q: 3 clusters Score -134205.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -134206.390625 Penalty: 766.801697
	Iteration 34Q: 3 clusters Score -134206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -134206.921875 Penalty: 766.801697
	Iteration 35Q: 3 clusters Score -134206.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -134207.484375 Penalty: 766.801697
	Iteration 36Q: 3 clusters Score -134207.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -134208.781250 Penalty: 766.801697
	Iteration 37Q: 3 clusters Score -134208.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -134211.140625 Penalty: 766.801697
	Iteration 38Q: 3 clusters Score -134211.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -134213.187500 Penalty: 766.801697
	Iteration 39Q: 3 clusters Score -134213.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -134214.250000 Penalty: 766.801697
	Iteration 40F: 3 clusters Score -134214.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -134214.609375 Penalty: 766.801697
	Iteration 41Q: 3 clusters Score -134214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -134214.687500 Penalty: 766.801697
	Iteration 42Q: 3 clusters Score -134214.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -134215.937500 Penalty: 766.801697
	Iteration 43Q: 3 clusters Score -134215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -134216.062500 Penalty: 766.801697
	Iteration 44Q: 3 clusters Score -134216.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -134217.500000 Penalty: 766.801697
	Iteration 45Q: 3 clusters Score -134217.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -134220.078125 Penalty: 766.801697
	Iteration 46Q: 3 clusters Score -134220.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -134222.046875 Penalty: 766.801697
	Iteration 47Q: 3 clusters Score -134222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -134223.906250 Penalty: 766.801697
	Iteration 48Q: 3 clusters Score -134223.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -134225.218750 Penalty: 766.801697
	Iteration 49Q: 3 clusters Score -134225.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -134226.218750 Penalty: 766.801697
	Iteration 50Q: 3 clusters Score -134226.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -134226.359375 Penalty: 766.801697
	Iteration 51Q: 3 clusters Score -134226.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -134226.359375 Penalty: 766.801697
	Iteration 52F: 3 clusters Score -134226.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 23669 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119144 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 150569 members 
Mstep: Class 11 contains 58911 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 25260 members 
Mstep: Class 14 contains 1911 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 16 contains 9000 members 
Mstep: Class 17 contains 21479 members 
Mstep: Class 18 contains 7921 members 
Mstep: Class 19 contains 20970 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 3364 members 
Mstep: Class 23 contains 4260 members 
Mstep: Class 24 contains 306 members 
Entering Unmasked Estep 
Score: -15731395.000000 Penalty: 14378.957031
Splitting cluster 23 changes total score from -15731587.000000 to -15731395.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 23669 members 
Mstep: Class 4 contains 4821 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119144 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 150569 members 
Mstep: Class 11 contains 58911 members 
Mstep: Class 12 contains 4727 members 
Mstep: Class 13 contains 25260 members 
Mstep: Class 14 contains 1911 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 16 contains 9000 members 
Mstep: Class 17 contains 21479 members 
Mstep: Class 18 contains 7921 members 
Mstep: Class 19 contains 20970 members 
Mstep: Class 20 contains 14692 members 
Mstep: Class 21 contains 312 members 
Mstep: Class 22 contains 3364 members 
Mstep: Class 23 contains 4566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731593.000000 Penalty: 13779.833984
Iteration 199Q: 24 clusters Score -1.573159e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 23668 members 
Mstep: Class 4 contains 4802 members 
Mstep: Class 5 contains 1803 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119141 members 
Mstep: Class 8 contains 2521 members 
Mstep: Class 9 contains 6877 members 
Mstep: Class 10 contains 150574 members 
Mstep: Class 11 contains 58921 members 
Mstep: Class 12 contains 4709 members 
Mstep: Class 13 contains 25234 members 
Mstep: Class 14 contains 1910 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 16 contains 9014 members 
Mstep: Class 17 contains 21477 members 
Mstep: Class 18 contains 7926 members 
Mstep: Class 19 contains 20991 members 
Mstep: Class 20 contains 14690 members 
Mstep: Class 21 contains 313 members 
Mstep: Class 22 contains 3362 members 
Mstep: Class 23 contains 4569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731597.000000 Penalty: 13779.833984
Iteration 200F: 24 clusters Score -1.57316e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 23672 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 119136 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 6876 members 
Mstep: Class 10 contains 150575 members 
Mstep: Class 11 contains 58928 members 
Mstep: Class 12 contains 4684 members 
Mstep: Class 13 contains 25212 members 
Mstep: Class 14 contains 1910 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 16 contains 9030 members 
Mstep: Class 17 contains 21480 members 
Mstep: Class 18 contains 7932 members 
Mstep: Class 19 contains 21014 members 
Mstep: Class 20 contains 14694 members 
Mstep: Class 21 contains 313 members 
Mstep: Class 22 contains 3362 members 
Mstep: Class 23 contains 4573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731619.000000 Penalty: 13779.833984
Iteration 201Q: 24 clusters Score -1.573162e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30393 members 
Mstep: Class 2 contains 4973 members 
Mstep: Class 3 contains 23672 members 
Mstep: Class 4 contains 4768 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 119125 members 
Mstep: Class 8 contains 2527 members 
Mstep: Class 9 contains 6879 members 
Mstep: Class 10 contains 150578 members 
Mstep: Class 11 contains 58935 members 
Mstep: Class 12 contains 4672 members 
Mstep: Class 13 contains 25186 members 
Mstep: Class 14 contains 1910 members 
Mstep: Class 15 contains 1971 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 21493 members 
Mstep: Class 18 contains 7937 members 
Mstep: Class 19 contains 21034 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 21 contains 314 members 
Mstep: Class 22 contains 3360 members 
Mstep: Class 23 contains 4576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731622.000000 Penalty: 13779.833984
Iteration 202Q: 24 clusters Score -1.573162e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 23671 members 
Mstep: Class 4 contains 4750 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119120 members 
Mstep: Class 8 contains 2532 members 
Mstep: Class 9 contains 6889 members 
Mstep: Class 10 contains 150581 members 
Mstep: Class 11 contains 58934 members 
Mstep: Class 12 contains 4667 members 
Mstep: Class 13 contains 25161 members 
Mstep: Class 14 contains 1909 members 
Mstep: Class 15 contains 1970 members 
Mstep: Class 16 contains 9041 members 
Mstep: Class 17 contains 21510 members 
Mstep: Class 18 contains 7944 members 
Mstep: Class 19 contains 21057 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 21 contains 314 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 4577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731586.000000 Penalty: 13779.833984
Iteration 203Q: 24 clusters Score -1.573159e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 23668 members 
Mstep: Class 4 contains 4734 members 
Mstep: Class 5 contains 1802 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 119122 members 
Mstep: Class 8 contains 2535 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 150582 members 
Mstep: Class 11 contains 58936 members 
Mstep: Class 12 contains 4658 members 
Mstep: Class 13 contains 25136 members 
Mstep: Class 14 contains 1911 members 
Mstep: Class 15 contains 1969 members 
Mstep: Class 16 contains 9045 members 
Mstep: Class 17 contains 21518 members 
Mstep: Class 18 contains 7946 members 
Mstep: Class 19 contains 21081 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 21 contains 315 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731610.000000 Penalty: 13779.833984
Iteration 204Q: 24 clusters Score -1.573161e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 4967 members 
Mstep: Class 3 contains 23669 members 
Mstep: Class 4 contains 4713 members 
Mstep: Class 5 contains 1801 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 119120 members 
Mstep: Class 8 contains 2531 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 150589 members 
Mstep: Class 11 contains 58941 members 
Mstep: Class 12 contains 4657 members 
Mstep: Class 13 contains 25120 members 
Mstep: Class 14 contains 1913 members 
Mstep: Class 15 contains 1967 members 
Mstep: Class 16 contains 9046 members 
Mstep: Class 17 contains 21529 members 
Mstep: Class 18 contains 7945 members 
Mstep: Class 19 contains 21104 members 
Mstep: Class 20 contains 14688 members 
Mstep: Class 21 contains 317 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731664.000000 Penalty: 13779.833984
Iteration 205Q: 24 clusters Score -1.573166e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 4967 members 
Mstep: Class 3 contains 23659 members 
Mstep: Class 4 contains 4699 members 
Mstep: Class 5 contains 1800 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 119124 members 
Mstep: Class 8 contains 2531 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 150596 members 
Mstep: Class 11 contains 58947 members 
Mstep: Class 12 contains 4650 members 
Mstep: Class 13 contains 25102 members 
Mstep: Class 14 contains 1915 members 
Mstep: Class 15 contains 1965 members 
Mstep: Class 16 contains 9047 members 
Mstep: Class 17 contains 21532 members 
Mstep: Class 18 contains 7951 members 
Mstep: Class 19 contains 21126 members 
Mstep: Class 20 contains 14687 members 
Mstep: Class 21 contains 318 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731709.000000 Penalty: 13779.833984
Iteration 206Q: 24 clusters Score -1.573171e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 4972 members 
Mstep: Class 3 contains 23646 members 
Mstep: Class 4 contains 4695 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 119127 members 
Mstep: Class 8 contains 2528 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 150605 members 
Mstep: Class 11 contains 58949 members 
Mstep: Class 12 contains 4644 members 
Mstep: Class 13 contains 25072 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 1964 members 
Mstep: Class 16 contains 9047 members 
Mstep: Class 17 contains 21534 members 
Mstep: Class 18 contains 7961 members 
Mstep: Class 19 contains 21147 members 
Mstep: Class 20 contains 14684 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731720.000000 Penalty: 13779.833984
Iteration 207Q: 24 clusters Score -1.573172e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 23640 members 
Mstep: Class 4 contains 4696 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 119128 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 150607 members 
Mstep: Class 11 contains 58946 members 
Mstep: Class 12 contains 4641 members 
Mstep: Class 13 contains 25052 members 
Mstep: Class 14 contains 1924 members 
Mstep: Class 15 contains 1963 members 
Mstep: Class 16 contains 9046 members 
Mstep: Class 17 contains 21541 members 
Mstep: Class 18 contains 7967 members 
Mstep: Class 19 contains 21166 members 
Mstep: Class 20 contains 14681 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731700.000000 Penalty: 13779.833984
Iteration 208Q: 24 clusters Score -1.57317e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30398 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 23639 members 
Mstep: Class 4 contains 4687 members 
Mstep: Class 5 contains 1799 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 119131 members 
Mstep: Class 8 contains 2511 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 150615 members 
Mstep: Class 11 contains 58954 members 
Mstep: Class 12 contains 4626 members 
Mstep: Class 13 contains 25021 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9048 members 
Mstep: Class 17 contains 21556 members 
Mstep: Class 18 contains 7972 members 
Mstep: Class 19 contains 21189 members 
Mstep: Class 20 contains 14681 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731682.000000 Penalty: 13779.833984
Iteration 209Q: 24 clusters Score -1.573168e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 4976 members 
Mstep: Class 3 contains 23645 members 
Mstep: Class 4 contains 4678 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119125 members 
Mstep: Class 8 contains 2498 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 150630 members 
Mstep: Class 11 contains 58962 members 
Mstep: Class 12 contains 4601 members 
Mstep: Class 13 contains 24995 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 21558 members 
Mstep: Class 18 contains 7980 members 
Mstep: Class 19 contains 21222 members 
Mstep: Class 20 contains 14679 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731667.000000 Penalty: 13779.833984
Iteration 210Q: 24 clusters Score -1.573167e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 23650 members 
Mstep: Class 4 contains 4672 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 119124 members 
Mstep: Class 8 contains 2490 members 
Mstep: Class 9 contains 6880 members 
Mstep: Class 10 contains 150640 members 
Mstep: Class 11 contains 58967 members 
Mstep: Class 12 contains 4579 members 
Mstep: Class 13 contains 24966 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9060 members 
Mstep: Class 17 contains 21567 members 
Mstep: Class 18 contains 7985 members 
Mstep: Class 19 contains 21250 members 
Mstep: Class 20 contains 14676 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731703.000000 Penalty: 13779.833984
Iteration 211Q: 24 clusters Score -1.57317e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 23650 members 
Mstep: Class 4 contains 4664 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 119129 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 6875 members 
Mstep: Class 10 contains 150647 members 
Mstep: Class 11 contains 58971 members 
Mstep: Class 12 contains 4563 members 
Mstep: Class 13 contains 24933 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9061 members 
Mstep: Class 17 contains 21581 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 21270 members 
Mstep: Class 20 contains 14674 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4597 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731702.000000 Penalty: 13779.833984
Iteration 212Q: 24 clusters Score -1.57317e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 23650 members 
Mstep: Class 4 contains 4660 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3244 members 
Mstep: Class 7 contains 119125 members 
Mstep: Class 8 contains 2492 members 
Mstep: Class 9 contains 6873 members 
Mstep: Class 10 contains 150651 members 
Mstep: Class 11 contains 58972 members 
Mstep: Class 12 contains 4552 members 
Mstep: Class 13 contains 24908 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9059 members 
Mstep: Class 17 contains 21594 members 
Mstep: Class 18 contains 7995 members 
Mstep: Class 19 contains 21297 members 
Mstep: Class 20 contains 14673 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 4599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731759.000000 Penalty: 13779.833984
Iteration 213Q: 24 clusters Score -1.573176e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 23653 members 
Mstep: Class 4 contains 4656 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 119131 members 
Mstep: Class 8 contains 2498 members 
Mstep: Class 9 contains 6873 members 
Mstep: Class 10 contains 150651 members 
Mstep: Class 11 contains 58974 members 
Mstep: Class 12 contains 4537 members 
Mstep: Class 13 contains 24876 members 
Mstep: Class 14 contains 1922 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9062 members 
Mstep: Class 17 contains 21595 members 
Mstep: Class 18 contains 7993 members 
Mstep: Class 19 contains 21320 members 
Mstep: Class 20 contains 14676 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731777.000000 Penalty: 13779.833984
Iteration 214Q: 24 clusters Score -1.573178e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 23654 members 
Mstep: Class 4 contains 4655 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 119134 members 
Mstep: Class 8 contains 2503 members 
Mstep: Class 9 contains 6878 members 
Mstep: Class 10 contains 150660 members 
Mstep: Class 11 contains 58975 members 
Mstep: Class 12 contains 4525 members 
Mstep: Class 13 contains 24847 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9053 members 
Mstep: Class 17 contains 21585 members 
Mstep: Class 18 contains 7992 members 
Mstep: Class 19 contains 21347 members 
Mstep: Class 20 contains 14674 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 4606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731755.000000 Penalty: 13779.833984
Iteration 215Q: 24 clusters Score -1.573176e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 23651 members 
Mstep: Class 4 contains 4649 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 119138 members 
Mstep: Class 8 contains 2517 members 
Mstep: Class 9 contains 6878 members 
Mstep: Class 10 contains 150667 members 
Mstep: Class 11 contains 58980 members 
Mstep: Class 12 contains 4510 members 
Mstep: Class 13 contains 24818 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9053 members 
Mstep: Class 17 contains 21565 members 
Mstep: Class 18 contains 7993 members 
Mstep: Class 19 contains 21385 members 
Mstep: Class 20 contains 14675 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 4607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731704.000000 Penalty: 13779.833984
Iteration 216Q: 24 clusters Score -1.57317e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 4980 members 
Mstep: Class 3 contains 23649 members 
Mstep: Class 4 contains 4648 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 119143 members 
Mstep: Class 8 contains 2527 members 
Mstep: Class 9 contains 6877 members 
Mstep: Class 10 contains 150674 members 
Mstep: Class 11 contains 58980 members 
Mstep: Class 12 contains 4504 members 
Mstep: Class 13 contains 24793 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9045 members 
Mstep: Class 17 contains 21553 members 
Mstep: Class 18 contains 7990 members 
Mstep: Class 19 contains 21420 members 
Mstep: Class 20 contains 14676 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 4610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731700.000000 Penalty: 13779.833984
Iteration 217Q: 24 clusters Score -1.57317e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 23647 members 
Mstep: Class 4 contains 4638 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 119152 members 
Mstep: Class 8 contains 2538 members 
Mstep: Class 9 contains 6875 members 
Mstep: Class 10 contains 150675 members 
Mstep: Class 11 contains 58986 members 
Mstep: Class 12 contains 4496 members 
Mstep: Class 13 contains 24775 members 
Mstep: Class 14 contains 1920 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9039 members 
Mstep: Class 17 contains 21542 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 21445 members 
Mstep: Class 20 contains 14678 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731722.000000 Penalty: 13779.833984
Iteration 218Q: 24 clusters Score -1.573172e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 23645 members 
Mstep: Class 4 contains 4624 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 119155 members 
Mstep: Class 8 contains 2552 members 
Mstep: Class 9 contains 6872 members 
Mstep: Class 10 contains 150679 members 
Mstep: Class 11 contains 58995 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 13 contains 24751 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9051 members 
Mstep: Class 17 contains 21526 members 
Mstep: Class 18 contains 7987 members 
Mstep: Class 19 contains 21468 members 
Mstep: Class 20 contains 14676 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 4616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731743.000000 Penalty: 13779.833984
Iteration 219Q: 24 clusters Score -1.573174e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 3 contains 23642 members 
Mstep: Class 4 contains 4621 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 119151 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 6871 members 
Mstep: Class 10 contains 150681 members 
Mstep: Class 11 contains 59001 members 
Mstep: Class 12 contains 4466 members 
Mstep: Class 13 contains 24721 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9059 members 
Mstep: Class 17 contains 21518 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 21494 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4618 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731787.000000 Penalty: 13779.833984
Iteration 220F: 24 clusters Score -1.573179e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 23641 members 
Mstep: Class 4 contains 4620 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 119143 members 
Mstep: Class 8 contains 2567 members 
Mstep: Class 9 contains 6866 members 
Mstep: Class 10 contains 150695 members 
Mstep: Class 11 contains 59003 members 
Mstep: Class 12 contains 4444 members 
Mstep: Class 13 contains 24693 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9063 members 
Mstep: Class 17 contains 21483 members 
Mstep: Class 18 contains 7988 members 
Mstep: Class 19 contains 21543 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 4624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731791.000000 Penalty: 13779.833984
Iteration 221Q: 24 clusters Score -1.573179e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 4978 members 
Mstep: Class 3 contains 23632 members 
Mstep: Class 4 contains 4616 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 119141 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 6861 members 
Mstep: Class 10 contains 150705 members 
Mstep: Class 11 contains 59011 members 
Mstep: Class 12 contains 4430 members 
Mstep: Class 13 contains 24672 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9061 members 
Mstep: Class 17 contains 21454 members 
Mstep: Class 18 contains 7986 members 
Mstep: Class 19 contains 21593 members 
Mstep: Class 20 contains 14686 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 4630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731786.000000 Penalty: 13779.833984
Iteration 222Q: 24 clusters Score -1.573179e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 3 contains 23626 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 119145 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 6855 members 
Mstep: Class 10 contains 150716 members 
Mstep: Class 11 contains 59014 members 
Mstep: Class 12 contains 4413 members 
Mstep: Class 13 contains 24646 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 17 contains 21436 members 
Mstep: Class 18 contains 7988 members 
Mstep: Class 19 contains 21645 members 
Mstep: Class 20 contains 14685 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 4634 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731814.000000 Penalty: 13779.833984
Iteration 223Q: 24 clusters Score -1.573181e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30463 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 23621 members 
Mstep: Class 4 contains 4606 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119152 members 
Mstep: Class 8 contains 2570 members 
Mstep: Class 9 contains 6849 members 
Mstep: Class 10 contains 150726 members 
Mstep: Class 11 contains 59014 members 
Mstep: Class 12 contains 4405 members 
Mstep: Class 13 contains 24626 members 
Mstep: Class 14 contains 1917 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 17 contains 21411 members 
Mstep: Class 18 contains 7989 members 
Mstep: Class 19 contains 21684 members 
Mstep: Class 20 contains 14682 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3360 members 
Mstep: Class 23 contains 4638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731804.000000 Penalty: 13779.833984
Iteration 224Q: 24 clusters Score -1.57318e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30457 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 23616 members 
Mstep: Class 4 contains 4600 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 119156 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 6843 members 
Mstep: Class 10 contains 150729 members 
Mstep: Class 11 contains 59017 members 
Mstep: Class 12 contains 4404 members 
Mstep: Class 13 contains 24608 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 17 contains 21385 members 
Mstep: Class 18 contains 7994 members 
Mstep: Class 19 contains 21725 members 
Mstep: Class 20 contains 14683 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3361 members 
Mstep: Class 23 contains 4641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731824.000000 Penalty: 13779.833984
Iteration 225Q: 24 clusters Score -1.573182e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30461 members 
Mstep: Class 2 contains 4991 members 
Mstep: Class 3 contains 23618 members 
Mstep: Class 4 contains 4592 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 119160 members 
Mstep: Class 8 contains 2577 members 
Mstep: Class 9 contains 6842 members 
Mstep: Class 10 contains 150729 members 
Mstep: Class 11 contains 59017 members 
Mstep: Class 12 contains 4407 members 
Mstep: Class 13 contains 24590 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 17 contains 21347 members 
Mstep: Class 18 contains 7991 members 
Mstep: Class 19 contains 21774 members 
Mstep: Class 20 contains 14680 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3359 members 
Mstep: Class 23 contains 4647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731870.000000 Penalty: 13779.833984
Iteration 226Q: 24 clusters Score -1.573187e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 23617 members 
Mstep: Class 4 contains 4579 members 
Mstep: Class 5 contains 1795 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 119163 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 6842 members 
Mstep: Class 10 contains 150732 members 
Mstep: Class 11 contains 59015 members 
Mstep: Class 12 contains 4403 members 
Mstep: Class 13 contains 24568 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 16 contains 9055 members 
Mstep: Class 17 contains 21323 members 
Mstep: Class 18 contains 7995 members 
Mstep: Class 19 contains 21816 members 
Mstep: Class 20 contains 14677 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3358 members 
Mstep: Class 23 contains 4659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731901.000000 Penalty: 13779.833984
Iteration 227Q: 24 clusters Score -1.57319e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 23606 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119176 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 6838 members 
Mstep: Class 10 contains 150738 members 
Mstep: Class 11 contains 59009 members 
Mstep: Class 12 contains 4396 members 
Mstep: Class 13 contains 24559 members 
Mstep: Class 14 contains 1919 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 16 contains 9055 members 
Mstep: Class 17 contains 21301 members 
Mstep: Class 18 contains 7996 members 
Mstep: Class 19 contains 21856 members 
Mstep: Class 20 contains 14673 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3357 members 
Mstep: Class 23 contains 4670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731894.000000 Penalty: 13779.833984
Iteration 228Q: 24 clusters Score -1.573189e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 4994 members 
Mstep: Class 3 contains 23593 members 
Mstep: Class 4 contains 4563 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119182 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 6841 members 
Mstep: Class 10 contains 150744 members 
Mstep: Class 11 contains 59012 members 
Mstep: Class 12 contains 4378 members 
Mstep: Class 13 contains 24551 members 
Mstep: Class 14 contains 1918 members 
Mstep: Class 15 contains 1962 members 
Mstep: Class 16 contains 9052 members 
Mstep: Class 17 contains 21283 members 
Mstep: Class 18 contains 8000 members 
Mstep: Class 19 contains 21890 members 
Mstep: Class 20 contains 14675 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 4677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731913.000000 Penalty: 13779.833984
Iteration 229Q: 24 clusters Score -1.573191e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 23583 members 
Mstep: Class 4 contains 4555 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 3249 members 
Mstep: Class 7 contains 119190 members 
Mstep: Class 8 contains 2569 members 
Mstep: Class 9 contains 6841 members 
Mstep: Class 10 contains 150746 members 
Mstep: Class 11 contains 59004 members 
Mstep: Class 12 contains 4359 members 
Mstep: Class 13 contains 24541 members 
Mstep: Class 14 contains 1916 members 
Mstep: Class 15 contains 1961 members 
Mstep: Class 16 contains 9057 members 
Mstep: Class 17 contains 21284 members 
Mstep: Class 18 contains 8003 members 
Mstep: Class 19 contains 21916 members 
Mstep: Class 20 contains 14672 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3356 members 
Mstep: Class 23 contains 4688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731968.000000 Penalty: 13779.833984
Iteration 230Q: 24 clusters Score -1.573197e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 23584 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 119203 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 6842 members 
Mstep: Class 10 contains 150749 members 
Mstep: Class 11 contains 59003 members 
Mstep: Class 12 contains 4348 members 
Mstep: Class 13 contains 24525 members 
Mstep: Class 14 contains 1913 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 17 contains 21267 members 
Mstep: Class 18 contains 8001 members 
Mstep: Class 19 contains 21943 members 
Mstep: Class 20 contains 14666 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3355 members 
Mstep: Class 23 contains 4696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731932.000000 Penalty: 13779.833984
Iteration 231Q: 24 clusters Score -1.573193e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30483 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 23581 members 
Mstep: Class 4 contains 4546 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 119210 members 
Mstep: Class 8 contains 2581 members 
Mstep: Class 9 contains 6842 members 
Mstep: Class 10 contains 150753 members 
Mstep: Class 11 contains 58998 members 
Mstep: Class 12 contains 4341 members 
Mstep: Class 13 contains 24505 members 
Mstep: Class 14 contains 1913 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 17 contains 21248 members 
Mstep: Class 18 contains 8008 members 
Mstep: Class 19 contains 21971 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 4706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731933.000000 Penalty: 13779.833984
Iteration 232Q: 24 clusters Score -1.573193e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 23581 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 1795 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 119210 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 6839 members 
Mstep: Class 10 contains 150756 members 
Mstep: Class 11 contains 58994 members 
Mstep: Class 12 contains 4331 members 
Mstep: Class 13 contains 24488 members 
Mstep: Class 14 contains 1913 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9058 members 
Mstep: Class 17 contains 21238 members 
Mstep: Class 18 contains 8015 members 
Mstep: Class 19 contains 22000 members 
Mstep: Class 20 contains 14658 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3353 members 
Mstep: Class 23 contains 4713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731951.000000 Penalty: 13779.833984
Iteration 233Q: 24 clusters Score -1.573195e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 23583 members 
Mstep: Class 4 contains 4557 members 
Mstep: Class 5 contains 1795 members 
Mstep: Class 6 contains 3250 members 
Mstep: Class 7 contains 119219 members 
Mstep: Class 8 contains 2577 members 
Mstep: Class 9 contains 6839 members 
Mstep: Class 10 contains 150756 members 
Mstep: Class 11 contains 58991 members 
Mstep: Class 12 contains 4328 members 
Mstep: Class 13 contains 24463 members 
Mstep: Class 14 contains 1913 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9058 members 
Mstep: Class 17 contains 21207 members 
Mstep: Class 18 contains 8019 members 
Mstep: Class 19 contains 22040 members 
Mstep: Class 20 contains 14658 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3349 members 
Mstep: Class 23 contains 4717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731961.000000 Penalty: 13779.833984
Iteration 234Q: 24 clusters Score -1.573196e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 23584 members 
Mstep: Class 4 contains 4562 members 
Mstep: Class 5 contains 1795 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 119224 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 6839 members 
Mstep: Class 10 contains 150761 members 
Mstep: Class 11 contains 58992 members 
Mstep: Class 12 contains 4316 members 
Mstep: Class 13 contains 24448 members 
Mstep: Class 14 contains 1913 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9056 members 
Mstep: Class 17 contains 21186 members 
Mstep: Class 18 contains 8022 members 
Mstep: Class 19 contains 22081 members 
Mstep: Class 20 contains 14659 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 3346 members 
Mstep: Class 23 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731989.000000 Penalty: 13779.833984
Iteration 235Q: 24 clusters Score -1.573199e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30492 members 
Mstep: Class 2 contains 4997 members 
Mstep: Class 3 contains 23587 members 
Mstep: Class 4 contains 4570 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 119230 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 6834 members 
Mstep: Class 10 contains 150769 members 
Mstep: Class 11 contains 58991 members 
Mstep: Class 12 contains 4299 members 
Mstep: Class 13 contains 24437 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9051 members 
Mstep: Class 17 contains 21187 members 
Mstep: Class 18 contains 8018 members 
Mstep: Class 19 contains 22110 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 3342 members 
Mstep: Class 23 contains 4718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731998.000000 Penalty: 13779.833984
Iteration 236Q: 24 clusters Score -1.5732e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 23598 members 
Mstep: Class 4 contains 4568 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 119231 members 
Mstep: Class 8 contains 2550 members 
Mstep: Class 9 contains 6829 members 
Mstep: Class 10 contains 150774 members 
Mstep: Class 11 contains 58996 members 
Mstep: Class 12 contains 4283 members 
Mstep: Class 13 contains 24430 members 
Mstep: Class 14 contains 1914 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9049 members 
Mstep: Class 17 contains 21153 members 
Mstep: Class 18 contains 8015 members 
Mstep: Class 19 contains 22157 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 3339 members 
Mstep: Class 23 contains 4719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732001.000000 Penalty: 13779.833984
Iteration 237Q: 24 clusters Score -1.5732e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 23594 members 
Mstep: Class 4 contains 4571 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 119243 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 6825 members 
Mstep: Class 10 contains 150779 members 
Mstep: Class 11 contains 58996 members 
Mstep: Class 12 contains 4265 members 
Mstep: Class 13 contains 24421 members 
Mstep: Class 14 contains 1916 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9051 members 
Mstep: Class 17 contains 21107 members 
Mstep: Class 18 contains 8017 members 
Mstep: Class 19 contains 22206 members 
Mstep: Class 20 contains 14666 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 3336 members 
Mstep: Class 23 contains 4718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732015.000000 Penalty: 13779.833984
Iteration 238Q: 24 clusters Score -1.573202e+07 nChanged 239
Entering ConstructFrom: 
Score: -15732015.000000 Penalty: 13779.833984
Entering ConstructFrom: 
Trying to split cluster 1 (30502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30502 members 
Entering Unmasked Estep 
Score: -997141.312500 Penalty: 469.812408
	Iteration 0F: 2 clusters Score -997141.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -976768.875000 Penalty: 939.624817
	Iteration 0F: 3 clusters Score -976768.9 nChanged 14579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -986426.062500 Penalty: 939.624817
	Iteration 1F: 3 clusters Score -986426.1 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -988064.687500 Penalty: 939.624817
	Iteration 2F: 3 clusters Score -988064.7 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -990153.937500 Penalty: 939.624817
	Iteration 3F: 3 clusters Score -990153.9 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -991959.000000 Penalty: 939.624817
	Iteration 4F: 3 clusters Score -991959 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -993159.562500 Penalty: 939.624817
	Iteration 5F: 3 clusters Score -993159.6 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -993822.312500 Penalty: 939.624817
	Iteration 6Q: 3 clusters Score -993822.3 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -994181.812500 Penalty: 939.624817
	Iteration 7Q: 3 clusters Score -994181.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -994414.000000 Penalty: 939.624817
	Iteration 8Q: 3 clusters Score -994414 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -994600.062500 Penalty: 939.624817
	Iteration 9Q: 3 clusters Score -994600.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -994748.687500 Penalty: 939.624817
	Iteration 10Q: 3 clusters Score -994748.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -994893.812500 Penalty: 939.624817
	Iteration 11Q: 3 clusters Score -994893.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -995025.000000 Penalty: 939.624817
	Iteration 12Q: 3 clusters Score -995025 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -995150.937500 Penalty: 939.624817
	Iteration 13Q: 3 clusters Score -995150.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -995244.750000 Penalty: 939.624817
	Iteration 14Q: 3 clusters Score -995244.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -995339.625000 Penalty: 939.624817
	Iteration 15Q: 3 clusters Score -995339.6 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -995427.125000 Penalty: 939.624817
	Iteration 16Q: 3 clusters Score -995427.1 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -995515.500000 Penalty: 939.624817
	Iteration 17Q: 3 clusters Score -995515.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -995614.687500 Penalty: 939.624817
	Iteration 18Q: 3 clusters Score -995614.7 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -995695.812500 Penalty: 939.624817
	Iteration 19Q: 3 clusters Score -995695.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 24340 members 
Entering Unmasked Estep 
Score: -995768.937500 Penalty: 939.624817
	Iteration 20F: 3 clusters Score -995768.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -995842.562500 Penalty: 939.624817
	Iteration 21Q: 3 clusters Score -995842.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -995905.937500 Penalty: 939.624817
	Iteration 22Q: 3 clusters Score -995905.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -995975.250000 Penalty: 939.624817
	Iteration 23Q: 3 clusters Score -995975.2 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -996041.312500 Penalty: 939.624817
	Iteration 24Q: 3 clusters Score -996041.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -996099.000000 Penalty: 939.624817
	Iteration 25Q: 3 clusters Score -996099 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -996167.437500 Penalty: 939.624817
	Iteration 26Q: 3 clusters Score -996167.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -996217.375000 Penalty: 939.624817
	Iteration 27Q: 3 clusters Score -996217.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 26402 members 
Entering Unmasked Estep 
Score: -996271.062500 Penalty: 939.624817
	Iteration 28Q: 3 clusters Score -996271.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -996321.375000 Penalty: 939.624817
	Iteration 29Q: 3 clusters Score -996321.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -996376.312500 Penalty: 939.624817
	Iteration 30Q: 3 clusters Score -996376.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -996412.437500 Penalty: 939.624817
	Iteration 31Q: 3 clusters Score -996412.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -996436.187500 Penalty: 939.624817
	Iteration 32Q: 3 clusters Score -996436.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -996468.250000 Penalty: 939.624817
	Iteration 33Q: 3 clusters Score -996468.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -996495.375000 Penalty: 939.624817
	Iteration 34Q: 3 clusters Score -996495.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -996521.500000 Penalty: 939.624817
	Iteration 35Q: 3 clusters Score -996521.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -996547.750000 Penalty: 939.624817
	Iteration 36Q: 3 clusters Score -996547.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -996577.687500 Penalty: 939.624817
	Iteration 37Q: 3 clusters Score -996577.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -996602.125000 Penalty: 939.624817
	Iteration 38Q: 3 clusters Score -996602.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -996634.312500 Penalty: 939.624817
	Iteration 39Q: 3 clusters Score -996634.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -996674.500000 Penalty: 939.624817
	Iteration 40F: 3 clusters Score -996674.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -996712.125000 Penalty: 939.624817
	Iteration 41Q: 3 clusters Score -996712.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 28453 members 
Entering Unmasked Estep 
Score: -996744.312500 Penalty: 939.624817
	Iteration 42Q: 3 clusters Score -996744.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -996772.562500 Penalty: 939.624817
	Iteration 43Q: 3 clusters Score -996772.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -996798.375000 Penalty: 939.624817
	Iteration 44Q: 3 clusters Score -996798.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -996816.687500 Penalty: 939.624817
	Iteration 45Q: 3 clusters Score -996816.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -996832.875000 Penalty: 939.624817
	Iteration 46Q: 3 clusters Score -996832.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -996851.375000 Penalty: 939.624817
	Iteration 47Q: 3 clusters Score -996851.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -996867.375000 Penalty: 939.624817
	Iteration 48Q: 3 clusters Score -996867.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -996882.750000 Penalty: 939.624817
	Iteration 49Q: 3 clusters Score -996882.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -996893.312500 Penalty: 939.624817
	Iteration 50Q: 3 clusters Score -996893.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 29186 members 
Entering Unmasked Estep 
Score: -996901.187500 Penalty: 939.624817
	Iteration 51Q: 3 clusters Score -996901.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 29234 members 
Entering Unmasked Estep 
Score: -996913.000000 Penalty: 939.624817
	Iteration 52Q: 3 clusters Score -996913 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -996918.562500 Penalty: 939.624817
	Iteration 53Q: 3 clusters Score -996918.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -996926.312500 Penalty: 939.624817
	Iteration 54Q: 3 clusters Score -996926.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -996932.687500 Penalty: 939.624817
	Iteration 55Q: 3 clusters Score -996932.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 29365 members 
Entering Unmasked Estep 
Score: -996933.000000 Penalty: 939.624817
	Iteration 56Q: 3 clusters Score -996933 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -996931.312500 Penalty: 939.624817
	Iteration 57Q: 3 clusters Score -996931.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -996931.500000 Penalty: 939.624817
	Iteration 58Q: 3 clusters Score -996931.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -996934.312500 Penalty: 939.624817
	Iteration 59Q: 3 clusters Score -996934.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -996933.187500 Penalty: 939.624817
	Iteration 60F: 3 clusters Score -996933.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -996934.687500 Penalty: 939.624817
	Iteration 61Q: 3 clusters Score -996934.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -996938.312500 Penalty: 939.624817
	Iteration 62Q: 3 clusters Score -996938.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
Score: -996942.250000 Penalty: 939.624817
	Iteration 63Q: 3 clusters Score -996942.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -996943.562500 Penalty: 939.624817
	Iteration 64Q: 3 clusters Score -996943.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 29442 members 
Entering Unmasked Estep 
Score: -996943.187500 Penalty: 939.624817
	Iteration 65Q: 3 clusters Score -996943.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -996943.937500 Penalty: 939.624817
	Iteration 66Q: 3 clusters Score -996943.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -996945.750000 Penalty: 939.624817
	Iteration 67Q: 3 clusters Score -996945.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -996947.000000 Penalty: 939.624817
	Iteration 68Q: 3 clusters Score -996947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 29475 members 
Entering Unmasked Estep 
Score: -996946.562500 Penalty: 939.624817
	Iteration 69Q: 3 clusters Score -996946.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -996946.875000 Penalty: 939.624817
	Iteration 70Q: 3 clusters Score -996946.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -996949.437500 Penalty: 939.624817
	Iteration 71Q: 3 clusters Score -996949.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -996948.187500 Penalty: 939.624817
	Iteration 72Q: 3 clusters Score -996948.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 29501 members 
Entering Unmasked Estep 
Score: -996949.000000 Penalty: 939.624817
	Iteration 73Q: 3 clusters Score -996949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -996949.875000 Penalty: 939.624817
	Iteration 74Q: 3 clusters Score -996949.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 29508 members 
Entering Unmasked Estep 
Score: -996949.562500 Penalty: 939.624817
	Iteration 75Q: 3 clusters Score -996949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -996948.812500 Penalty: 939.624817
	Iteration 76Q: 3 clusters Score -996948.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -996949.250000 Penalty: 939.624817
	Iteration 77Q: 3 clusters Score -996949.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -996949.250000 Penalty: 939.624817
	Iteration 78F: 3 clusters Score -996949.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Entering Unmasked Estep 
Score: -146237.046875 Penalty: 387.432068
	Iteration 0F: 2 clusters Score -146237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -142849.484375 Penalty: 774.864136
	Iteration 0F: 3 clusters Score -142849.5 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -144198.796875 Penalty: 774.864136
	Iteration 1F: 3 clusters Score -144198.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -144467.343750 Penalty: 774.864136
	Iteration 2F: 3 clusters Score -144467.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -144667.609375 Penalty: 774.864136
	Iteration 3F: 3 clusters Score -144667.6 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -144834.515625 Penalty: 774.864136
	Iteration 4F: 3 clusters Score -144834.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -145005.437500 Penalty: 774.864136
	Iteration 5F: 3 clusters Score -145005.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -145165.359375 Penalty: 774.864136
	Iteration 6Q: 3 clusters Score -145165.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -145312.218750 Penalty: 774.864136
	Iteration 7Q: 3 clusters Score -145312.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -145444.250000 Penalty: 774.864136
	Iteration 8Q: 3 clusters Score -145444.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -145589.265625 Penalty: 774.864136
	Iteration 9Q: 3 clusters Score -145589.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -145705.000000 Penalty: 774.864136
	Iteration 10Q: 3 clusters Score -145705 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -145801.109375 Penalty: 774.864136
	Iteration 11Q: 3 clusters Score -145801.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -145886.843750 Penalty: 774.864136
	Iteration 12Q: 3 clusters Score -145886.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -145944.968750 Penalty: 774.864136
	Iteration 13Q: 3 clusters Score -145945 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -145981.062500 Penalty: 774.864136
	Iteration 14Q: 3 clusters Score -145981.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -146004.000000 Penalty: 774.864136
	Iteration 15Q: 3 clusters Score -146004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -146017.578125 Penalty: 774.864136
	Iteration 16Q: 3 clusters Score -146017.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -146024.406250 Penalty: 774.864136
	Iteration 17Q: 3 clusters Score -146024.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -146027.171875 Penalty: 774.864136
	Iteration 18Q: 3 clusters Score -146027.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -146029.453125 Penalty: 774.864136
	Iteration 19Q: 3 clusters Score -146029.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -146030.421875 Penalty: 774.864136
	Iteration 20F: 3 clusters Score -146030.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -146031.984375 Penalty: 774.864136
	Iteration 21Q: 3 clusters Score -146032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -146032.859375 Penalty: 774.864136
	Iteration 22Q: 3 clusters Score -146032.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -146033.125000 Penalty: 774.864136
	Iteration 23Q: 3 clusters Score -146033.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -146033.125000 Penalty: 774.864136
	Iteration 24F: 3 clusters Score -146033.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Entering Unmasked Estep 
Score: -730324.062500 Penalty: 458.106781
	Iteration 0F: 2 clusters Score -730324.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -714642.750000 Penalty: 916.213562
	Iteration 0F: 3 clusters Score -714642.8 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -721263.687500 Penalty: 916.213562
	Iteration 1F: 3 clusters Score -721263.7 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -721693.500000 Penalty: 916.213562
	Iteration 2Q: 3 clusters Score -721693.5 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -722258.500000 Penalty: 916.213562
	Iteration 3F: 3 clusters Score -722258.5 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -723021.562500 Penalty: 916.213562
	Iteration 4F: 3 clusters Score -723021.6 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -724083.000000 Penalty: 916.213562
	Iteration 5F: 3 clusters Score -724083 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -725300.375000 Penalty: 916.213562
	Iteration 6F: 3 clusters Score -725300.4 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -726497.875000 Penalty: 916.213562
	Iteration 7F: 3 clusters Score -726497.9 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -727445.687500 Penalty: 916.213562
	Iteration 8F: 3 clusters Score -727445.7 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -728072.562500 Penalty: 916.213562
	Iteration 9Q: 3 clusters Score -728072.6 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -728466.937500 Penalty: 916.213562
	Iteration 10Q: 3 clusters Score -728466.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -728748.750000 Penalty: 916.213562
	Iteration 11Q: 3 clusters Score -728748.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -728963.750000 Penalty: 916.213562
	Iteration 12Q: 3 clusters Score -728963.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -729139.187500 Penalty: 916.213562
	Iteration 13Q: 3 clusters Score -729139.2 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -729283.062500 Penalty: 916.213562
	Iteration 14Q: 3 clusters Score -729283.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -729392.750000 Penalty: 916.213562
	Iteration 15Q: 3 clusters Score -729392.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -729480.750000 Penalty: 916.213562
	Iteration 16Q: 3 clusters Score -729480.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -729562.250000 Penalty: 916.213562
	Iteration 17Q: 3 clusters Score -729562.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -729657.062500 Penalty: 916.213562
	Iteration 18Q: 3 clusters Score -729657.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -729743.187500 Penalty: 916.213562
	Iteration 19Q: 3 clusters Score -729743.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -729804.000000 Penalty: 916.213562
	Iteration 20F: 3 clusters Score -729804 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -729870.062500 Penalty: 916.213562
	Iteration 21Q: 3 clusters Score -729870.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22564 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -729936.187500 Penalty: 916.213562
	Iteration 22Q: 3 clusters Score -729936.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -729972.875000 Penalty: 916.213562
	Iteration 23Q: 3 clusters Score -729972.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -729995.937500 Penalty: 916.213562
	Iteration 24Q: 3 clusters Score -729995.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -730009.562500 Penalty: 916.213562
	Iteration 25Q: 3 clusters Score -730009.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -730014.375000 Penalty: 916.213562
	Iteration 26Q: 3 clusters Score -730014.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -730017.000000 Penalty: 916.213562
	Iteration 27Q: 3 clusters Score -730017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22728 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -730019.250000 Penalty: 916.213562
	Iteration 28Q: 3 clusters Score -730019.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22733 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -730020.312500 Penalty: 916.213562
	Iteration 29Q: 3 clusters Score -730020.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -730021.437500 Penalty: 916.213562
	Iteration 30Q: 3 clusters Score -730021.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -730021.312500 Penalty: 916.213562
	Iteration 31Q: 3 clusters Score -730021.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -730021.312500 Penalty: 916.213562
	Iteration 32F: 3 clusters Score -730021.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Entering Unmasked Estep 
Score: -134089.171875 Penalty: 383.500397
	Iteration 0F: 2 clusters Score -134089.2 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 2316 members 
Entering Unmasked Estep 
Score: -130982.031250 Penalty: 767.000793
	Iteration 0F: 3 clusters Score -130982 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -132429.765625 Penalty: 767.000793
	Iteration 1F: 3 clusters Score -132429.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -132644.671875 Penalty: 767.000793
	Iteration 2F: 3 clusters Score -132644.7 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -132879.718750 Penalty: 767.000793
	Iteration 3F: 3 clusters Score -132879.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -133054.437500 Penalty: 767.000793
	Iteration 4F: 3 clusters Score -133054.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -133214.218750 Penalty: 767.000793
	Iteration 5Q: 3 clusters Score -133214.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -133307.859375 Penalty: 767.000793
	Iteration 6Q: 3 clusters Score -133307.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -133367.609375 Penalty: 767.000793
	Iteration 7Q: 3 clusters Score -133367.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -133394.281250 Penalty: 767.000793
	Iteration 8Q: 3 clusters Score -133394.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -133410.500000 Penalty: 767.000793
	Iteration 9Q: 3 clusters Score -133410.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -133419.140625 Penalty: 767.000793
	Iteration 10Q: 3 clusters Score -133419.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -133424.406250 Penalty: 767.000793
	Iteration 11Q: 3 clusters Score -133424.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -133428.703125 Penalty: 767.000793
	Iteration 12Q: 3 clusters Score -133428.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -133435.031250 Penalty: 767.000793
	Iteration 13Q: 3 clusters Score -133435 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -133437.203125 Penalty: 767.000793
	Iteration 14Q: 3 clusters Score -133437.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -133438.468750 Penalty: 767.000793
	Iteration 15Q: 3 clusters Score -133438.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -133439.265625 Penalty: 767.000793
	Iteration 16Q: 3 clusters Score -133439.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -133440.453125 Penalty: 767.000793
	Iteration 17Q: 3 clusters Score -133440.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -133441.359375 Penalty: 767.000793
	Iteration 18Q: 3 clusters Score -133441.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -133441.781250 Penalty: 767.000793
	Iteration 19Q: 3 clusters Score -133441.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -133443.078125 Penalty: 767.000793
	Iteration 20F: 3 clusters Score -133443.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -133444.000000 Penalty: 767.000793
	Iteration 21Q: 3 clusters Score -133444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -133446.062500 Penalty: 767.000793
	Iteration 22Q: 3 clusters Score -133446.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -133447.656250 Penalty: 767.000793
	Iteration 23Q: 3 clusters Score -133447.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -133449.265625 Penalty: 767.000793
	Iteration 24Q: 3 clusters Score -133449.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -133450.671875 Penalty: 767.000793
	Iteration 25Q: 3 clusters Score -133450.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -133454.265625 Penalty: 767.000793
	Iteration 26Q: 3 clusters Score -133454.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -133457.343750 Penalty: 767.000793
	Iteration 27Q: 3 clusters Score -133457.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -133459.671875 Penalty: 767.000793
	Iteration 28Q: 3 clusters Score -133459.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -133461.828125 Penalty: 767.000793
	Iteration 29Q: 3 clusters Score -133461.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -133463.734375 Penalty: 767.000793
	Iteration 30Q: 3 clusters Score -133463.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -133465.109375 Penalty: 767.000793
	Iteration 31Q: 3 clusters Score -133465.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -133466.859375 Penalty: 767.000793
	Iteration 32Q: 3 clusters Score -133466.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -133467.546875 Penalty: 767.000793
	Iteration 33Q: 3 clusters Score -133467.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -133468.937500 Penalty: 767.000793
	Iteration 34Q: 3 clusters Score -133468.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -133471.890625 Penalty: 767.000793
	Iteration 35Q: 3 clusters Score -133471.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -133476.312500 Penalty: 767.000793
	Iteration 36Q: 3 clusters Score -133476.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -133481.140625 Penalty: 767.000793
	Iteration 37Q: 3 clusters Score -133481.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -133483.828125 Penalty: 767.000793
	Iteration 38Q: 3 clusters Score -133483.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -133486.328125 Penalty: 767.000793
	Iteration 39Q: 3 clusters Score -133486.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -133490.062500 Penalty: 767.000793
	Iteration 40F: 3 clusters Score -133490.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -133493.343750 Penalty: 767.000793
	Iteration 41Q: 3 clusters Score -133493.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -133496.687500 Penalty: 767.000793
	Iteration 42Q: 3 clusters Score -133496.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -133499.718750 Penalty: 767.000793
	Iteration 43Q: 3 clusters Score -133499.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -133503.171875 Penalty: 767.000793
	Iteration 44Q: 3 clusters Score -133503.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -133506.421875 Penalty: 767.000793
	Iteration 45Q: 3 clusters Score -133506.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -133511.859375 Penalty: 767.000793
	Iteration 46Q: 3 clusters Score -133511.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -133515.640625 Penalty: 767.000793
	Iteration 47Q: 3 clusters Score -133515.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -133522.562500 Penalty: 767.000793
	Iteration 48Q: 3 clusters Score -133522.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -133532.453125 Penalty: 767.000793
	Iteration 49Q: 3 clusters Score -133532.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -133545.718750 Penalty: 767.000793
	Iteration 50Q: 3 clusters Score -133545.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -133568.593750 Penalty: 767.000793
	Iteration 51Q: 3 clusters Score -133568.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -133592.593750 Penalty: 767.000793
	Iteration 52Q: 3 clusters Score -133592.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -133624.609375 Penalty: 767.000793
	Iteration 53Q: 3 clusters Score -133624.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -133654.781250 Penalty: 767.000793
	Iteration 54Q: 3 clusters Score -133654.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -133685.234375 Penalty: 767.000793
	Iteration 55Q: 3 clusters Score -133685.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -133717.484375 Penalty: 767.000793
	Iteration 56Q: 3 clusters Score -133717.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -133741.281250 Penalty: 767.000793
	Iteration 57Q: 3 clusters Score -133741.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -133751.843750 Penalty: 767.000793
	Iteration 58Q: 3 clusters Score -133751.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -133757.968750 Penalty: 767.000793
	Iteration 59Q: 3 clusters Score -133758 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -133764.593750 Penalty: 767.000793
	Iteration 60F: 3 clusters Score -133764.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -133768.109375 Penalty: 767.000793
	Iteration 61Q: 3 clusters Score -133768.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -133770.421875 Penalty: 767.000793
	Iteration 62Q: 3 clusters Score -133770.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -133775.421875 Penalty: 767.000793
	Iteration 63Q: 3 clusters Score -133775.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -133782.296875 Penalty: 767.000793
	Iteration 64Q: 3 clusters Score -133782.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -133786.843750 Penalty: 767.000793
	Iteration 65Q: 3 clusters Score -133786.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -133791.156250 Penalty: 767.000793
	Iteration 66Q: 3 clusters Score -133791.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -133795.265625 Penalty: 767.000793
	Iteration 67Q: 3 clusters Score -133795.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -133797.812500 Penalty: 767.000793
	Iteration 68Q: 3 clusters Score -133797.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -133801.593750 Penalty: 767.000793
	Iteration 69Q: 3 clusters Score -133801.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -133804.968750 Penalty: 767.000793
	Iteration 70Q: 3 clusters Score -133805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -133806.937500 Penalty: 767.000793
	Iteration 71Q: 3 clusters Score -133806.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -133808.406250 Penalty: 767.000793
	Iteration 72Q: 3 clusters Score -133808.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -133809.921875 Penalty: 767.000793
	Iteration 73Q: 3 clusters Score -133809.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -133810.359375 Penalty: 767.000793
	Iteration 74Q: 3 clusters Score -133810.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -133812.031250 Penalty: 767.000793
	Iteration 75Q: 3 clusters Score -133812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -133813.296875 Penalty: 767.000793
	Iteration 76Q: 3 clusters Score -133813.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -133814.906250 Penalty: 767.000793
	Iteration 77Q: 3 clusters Score -133814.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -133815.906250 Penalty: 767.000793
	Iteration 78Q: 3 clusters Score -133815.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -133816.437500 Penalty: 767.000793
	Iteration 79Q: 3 clusters Score -133816.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -133817.562500 Penalty: 767.000793
	Iteration 80F: 3 clusters Score -133817.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -133818.281250 Penalty: 767.000793
	Iteration 81Q: 3 clusters Score -133818.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -133818.296875 Penalty: 767.000793
	Iteration 82Q: 3 clusters Score -133818.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -133818.296875 Penalty: 767.000793
	Iteration 83F: 3 clusters Score -133818.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Entering Unmasked Estep 
Score: -59569.621094 Penalty: 340.945923
	Iteration 0F: 2 clusters Score -59569.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -58255.996094 Penalty: 681.891846
	Iteration 0F: 3 clusters Score -58256 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -58679.019531 Penalty: 681.891846
	Iteration 1F: 3 clusters Score -58679.02 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -58773.972656 Penalty: 681.891846
	Iteration 2F: 3 clusters Score -58773.97 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -58838.160156 Penalty: 681.891846
	Iteration 3F: 3 clusters Score -58838.16 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -58902.675781 Penalty: 681.891846
	Iteration 4F: 3 clusters Score -58902.68 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -58954.328125 Penalty: 681.891846
	Iteration 5F: 3 clusters Score -58954.33 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -58996.511719 Penalty: 681.891846
	Iteration 6Q: 3 clusters Score -58996.51 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -59037.441406 Penalty: 681.891846
	Iteration 7Q: 3 clusters Score -59037.44 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -59082.539062 Penalty: 681.891846
	Iteration 8Q: 3 clusters Score -59082.54 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -59123.988281 Penalty: 681.891846
	Iteration 9Q: 3 clusters Score -59123.99 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -59147.585938 Penalty: 681.891846
	Iteration 10Q: 3 clusters Score -59147.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -59166.957031 Penalty: 681.891846
	Iteration 11Q: 3 clusters Score -59166.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -59178.292969 Penalty: 681.891846
	Iteration 12Q: 3 clusters Score -59178.29 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -59186.867188 Penalty: 681.891846
	Iteration 13Q: 3 clusters Score -59186.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -59195.519531 Penalty: 681.891846
	Iteration 14Q: 3 clusters Score -59195.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -59201.414062 Penalty: 681.891846
	Iteration 15Q: 3 clusters Score -59201.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -59208.546875 Penalty: 681.891846
	Iteration 16Q: 3 clusters Score -59208.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -59212.707031 Penalty: 681.891846
	Iteration 17Q: 3 clusters Score -59212.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -59215.054688 Penalty: 681.891846
	Iteration 18Q: 3 clusters Score -59215.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -59218.375000 Penalty: 681.891846
	Iteration 19Q: 3 clusters Score -59218.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -59219.675781 Penalty: 681.891846
	Iteration 20F: 3 clusters Score -59219.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -59221.457031 Penalty: 681.891846
	Iteration 21Q: 3 clusters Score -59221.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -59223.355469 Penalty: 681.891846
	Iteration 22Q: 3 clusters Score -59223.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -59226.187500 Penalty: 681.891846
	Iteration 23Q: 3 clusters Score -59226.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -59229.218750 Penalty: 681.891846
	Iteration 24Q: 3 clusters Score -59229.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -59234.582031 Penalty: 681.891846
	Iteration 25Q: 3 clusters Score -59234.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -59241.296875 Penalty: 681.891846
	Iteration 26Q: 3 clusters Score -59241.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -59250.265625 Penalty: 681.891846
	Iteration 27Q: 3 clusters Score -59250.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -59255.015625 Penalty: 681.891846
	Iteration 28Q: 3 clusters Score -59255.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -59259.496094 Penalty: 681.891846
	Iteration 29Q: 3 clusters Score -59259.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -59263.144531 Penalty: 681.891846
	Iteration 30Q: 3 clusters Score -59263.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -59267.414062 Penalty: 681.891846
	Iteration 31Q: 3 clusters Score -59267.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -59270.167969 Penalty: 681.891846
	Iteration 32Q: 3 clusters Score -59270.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -59271.164062 Penalty: 681.891846
	Iteration 33Q: 3 clusters Score -59271.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -59273.265625 Penalty: 681.891846
	Iteration 34Q: 3 clusters Score -59273.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -59274.695312 Penalty: 681.891846
	Iteration 35Q: 3 clusters Score -59274.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -59275.511719 Penalty: 681.891846
	Iteration 36Q: 3 clusters Score -59275.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -59276.972656 Penalty: 681.891846
	Iteration 37Q: 3 clusters Score -59276.97 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -59277.933594 Penalty: 681.891846
	Iteration 38Q: 3 clusters Score -59277.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -59279.175781 Penalty: 681.891846
	Iteration 39Q: 3 clusters Score -59279.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -59279.175781 Penalty: 681.891846
	Iteration 40F: 3 clusters Score -59279.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Entering Unmasked Estep 
Score: -105483.718750 Penalty: 367.903656
	Iteration 0F: 2 clusters Score -105483.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -103236.765625 Penalty: 735.807312
	Iteration 0F: 3 clusters Score -103236.8 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -104109.835938 Penalty: 735.807312
	Iteration 1F: 3 clusters Score -104109.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -104251.750000 Penalty: 735.807312
	Iteration 2F: 3 clusters Score -104251.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -104390.585938 Penalty: 735.807312
	Iteration 3F: 3 clusters Score -104390.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -104508.796875 Penalty: 735.807312
	Iteration 4F: 3 clusters Score -104508.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -104612.109375 Penalty: 735.807312
	Iteration 5Q: 3 clusters Score -104612.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -104699.125000 Penalty: 735.807312
	Iteration 6Q: 3 clusters Score -104699.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -104781.226562 Penalty: 735.807312
	Iteration 7Q: 3 clusters Score -104781.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -104852.453125 Penalty: 735.807312
	Iteration 8Q: 3 clusters Score -104852.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -104903.476562 Penalty: 735.807312
	Iteration 9Q: 3 clusters Score -104903.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -104925.867188 Penalty: 735.807312
	Iteration 10Q: 3 clusters Score -104925.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -104936.523438 Penalty: 735.807312
	Iteration 11Q: 3 clusters Score -104936.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -104940.515625 Penalty: 735.807312
	Iteration 12Q: 3 clusters Score -104940.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -104942.531250 Penalty: 735.807312
	Iteration 13Q: 3 clusters Score -104942.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -104944.632812 Penalty: 735.807312
	Iteration 14Q: 3 clusters Score -104944.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -104948.687500 Penalty: 735.807312
	Iteration 15Q: 3 clusters Score -104948.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -104952.742188 Penalty: 735.807312
	Iteration 16Q: 3 clusters Score -104952.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -104954.960938 Penalty: 735.807312
	Iteration 17Q: 3 clusters Score -104955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -104956.328125 Penalty: 735.807312
	Iteration 18Q: 3 clusters Score -104956.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -104957.242188 Penalty: 735.807312
	Iteration 19Q: 3 clusters Score -104957.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -104957.640625 Penalty: 735.807312
	Iteration 20F: 3 clusters Score -104957.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -104958.500000 Penalty: 735.807312
	Iteration 21Q: 3 clusters Score -104958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -104958.906250 Penalty: 735.807312
	Iteration 22Q: 3 clusters Score -104958.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -104960.281250 Penalty: 735.807312
	Iteration 23Q: 3 clusters Score -104960.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -104961.367188 Penalty: 735.807312
	Iteration 24Q: 3 clusters Score -104961.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -104961.789062 Penalty: 735.807312
	Iteration 25Q: 3 clusters Score -104961.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -104961.976562 Penalty: 735.807312
	Iteration 26Q: 3 clusters Score -104962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -104962.109375 Penalty: 735.807312
	Iteration 27Q: 3 clusters Score -104962.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -104962.250000 Penalty: 735.807312
	Iteration 28Q: 3 clusters Score -104962.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -104962.421875 Penalty: 735.807312
	Iteration 29Q: 3 clusters Score -104962.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -104962.695312 Penalty: 735.807312
	Iteration 30Q: 3 clusters Score -104962.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -104962.656250 Penalty: 735.807312
	Iteration 31Q: 3 clusters Score -104962.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -104962.656250 Penalty: 735.807312
	Iteration 32F: 3 clusters Score -104962.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (119259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119259 members 
Entering Unmasked Estep 
Score: -3931616.250000 Penalty: 531.851868
	Iteration 0F: 2 clusters Score -3931616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59533 members 
Mstep: Class 2 contains 59726 members 
Entering Unmasked Estep 
Score: -3850852.750000 Penalty: 1063.703735
	Iteration 0F: 3 clusters Score -3850853 nChanged 58477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 65407 members 
Entering Unmasked Estep 
Score: -3886859.250000 Penalty: 1063.703735
	Iteration 1F: 3 clusters Score -3886859 nChanged 5627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 68898 members 
Entering Unmasked Estep 
Score: -3889027.000000 Penalty: 1063.703735
	Iteration 2Q: 3 clusters Score -3889027 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45475 members 
Mstep: Class 2 contains 73784 members 
Entering Unmasked Estep 
Score: -3892391.500000 Penalty: 1063.703735
	Iteration 3F: 3 clusters Score -3892392 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 79988 members 
Entering Unmasked Estep 
Score: -3897128.000000 Penalty: 1063.703735
	Iteration 4F: 3 clusters Score -3897128 nChanged 8267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 87169 members 
Entering Unmasked Estep 
Score: -3903208.250000 Penalty: 1063.703735
	Iteration 5F: 3 clusters Score -3903208 nChanged 7825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 94438 members 
Entering Unmasked Estep 
Score: -3909914.750000 Penalty: 1063.703735
	Iteration 6F: 3 clusters Score -3909915 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 100906 members 
Entering Unmasked Estep 
Score: -3916249.250000 Penalty: 1063.703735
	Iteration 7F: 3 clusters Score -3916249 nChanged 4985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 105749 members 
Entering Unmasked Estep 
Score: -3920979.750000 Penalty: 1063.703735
	Iteration 8Q: 3 clusters Score -3920980 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 109024 members 
Entering Unmasked Estep 
Score: -3924140.000000 Penalty: 1063.703735
	Iteration 9Q: 3 clusters Score -3924140 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 111277 members 
Entering Unmasked Estep 
Score: -3926107.500000 Penalty: 1063.703735
	Iteration 10Q: 3 clusters Score -3926108 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 113049 members 
Entering Unmasked Estep 
Score: -3927440.750000 Penalty: 1063.703735
	Iteration 11Q: 3 clusters Score -3927441 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 114435 members 
Entering Unmasked Estep 
Score: -3928354.000000 Penalty: 1063.703735
	Iteration 12Q: 3 clusters Score -3928354 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 115596 members 
Entering Unmasked Estep 
Score: -3929066.250000 Penalty: 1063.703735
	Iteration 13Q: 3 clusters Score -3929066 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 116558 members 
Entering Unmasked Estep 
Score: -3929681.250000 Penalty: 1063.703735
	Iteration 14Q: 3 clusters Score -3929681 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 117279 members 
Entering Unmasked Estep 
Score: -3930115.750000 Penalty: 1063.703735
	Iteration 15Q: 3 clusters Score -3930116 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 117805 members 
Entering Unmasked Estep 
Score: -3930403.750000 Penalty: 1063.703735
	Iteration 16Q: 3 clusters Score -3930404 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 118185 members 
Entering Unmasked Estep 
Score: -3930639.500000 Penalty: 1063.703735
	Iteration 17Q: 3 clusters Score -3930640 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 118472 members 
Entering Unmasked Estep 
Score: -3930788.250000 Penalty: 1063.703735
	Iteration 18Q: 3 clusters Score -3930788 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 118670 members 
Entering Unmasked Estep 
Score: -3930907.500000 Penalty: 1063.703735
	Iteration 19Q: 3 clusters Score -3930908 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 118814 members 
Entering Unmasked Estep 
Score: -3930981.750000 Penalty: 1063.703735
	Iteration 20F: 3 clusters Score -3930982 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 118902 members 
Entering Unmasked Estep 
Score: -3931040.250000 Penalty: 1063.703735
	Iteration 21Q: 3 clusters Score -3931040 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 118960 members 
Entering Unmasked Estep 
Score: -3931075.000000 Penalty: 1063.703735
	Iteration 22Q: 3 clusters Score -3931075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 118996 members 
Entering Unmasked Estep 
Score: -3931099.000000 Penalty: 1063.703735
	Iteration 23Q: 3 clusters Score -3931099 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 119023 members 
Entering Unmasked Estep 
Score: -3931104.000000 Penalty: 1063.703735
	Iteration 24Q: 3 clusters Score -3931104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 119039 members 
Entering Unmasked Estep 
Score: -3931114.500000 Penalty: 1063.703735
	Iteration 25Q: 3 clusters Score -3931114 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 119051 members 
Entering Unmasked Estep 
Score: -3931124.000000 Penalty: 1063.703735
	Iteration 26Q: 3 clusters Score -3931124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 119063 members 
Entering Unmasked Estep 
Score: -3931131.250000 Penalty: 1063.703735
	Iteration 27Q: 3 clusters Score -3931131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 119072 members 
Entering Unmasked Estep 
Score: -3931136.250000 Penalty: 1063.703735
	Iteration 28Q: 3 clusters Score -3931136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 119083 members 
Entering Unmasked Estep 
Score: -3931143.250000 Penalty: 1063.703735
	Iteration 29Q: 3 clusters Score -3931143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 119089 members 
Entering Unmasked Estep 
Score: -3931151.500000 Penalty: 1063.703735
	Iteration 30Q: 3 clusters Score -3931152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 119092 members 
Entering Unmasked Estep 
Score: -3931158.000000 Penalty: 1063.703735
	Iteration 31Q: 3 clusters Score -3931158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 119090 members 
Entering Unmasked Estep 
Score: -3931159.000000 Penalty: 1063.703735
	Iteration 32Q: 3 clusters Score -3931159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 119092 members 
Entering Unmasked Estep 
Score: -3931159.250000 Penalty: 1063.703735
	Iteration 33Q: 3 clusters Score -3931159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 119095 members 
Entering Unmasked Estep 
Score: -3931158.250000 Penalty: 1063.703735
	Iteration 34Q: 3 clusters Score -3931158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 119096 members 
Entering Unmasked Estep 
Score: -3931160.750000 Penalty: 1063.703735
	Iteration 35Q: 3 clusters Score -3931161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 119098 members 
Entering Unmasked Estep 
Score: -3931162.000000 Penalty: 1063.703735
	Iteration 36Q: 3 clusters Score -3931162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 119100 members 
Entering Unmasked Estep 
Score: -3931164.250000 Penalty: 1063.703735
	Iteration 37Q: 3 clusters Score -3931164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 119100 members 
Entering Unmasked Estep 
Score: -3931164.250000 Penalty: 1063.703735
	Iteration 38F: 3 clusters Score -3931164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Entering Unmasked Estep 
Score: -74643.000000 Penalty: 357.019836
	Iteration 0F: 2 clusters Score -74643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -72843.335938 Penalty: 714.039673
	Iteration 0F: 3 clusters Score -72843.34 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -73593.960938 Penalty: 714.039673
	Iteration 1F: 3 clusters Score -73593.96 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -73779.593750 Penalty: 714.039673
	Iteration 2F: 3 clusters Score -73779.59 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -73900.515625 Penalty: 714.039673
	Iteration 3F: 3 clusters Score -73900.52 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -73966.054688 Penalty: 714.039673
	Iteration 4F: 3 clusters Score -73966.05 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -74011.617188 Penalty: 714.039673
	Iteration 5Q: 3 clusters Score -74011.62 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -74047.140625 Penalty: 714.039673
	Iteration 6Q: 3 clusters Score -74047.14 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -74074.953125 Penalty: 714.039673
	Iteration 7Q: 3 clusters Score -74074.95 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -74098.929688 Penalty: 714.039673
	Iteration 8Q: 3 clusters Score -74098.93 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -74117.570312 Penalty: 714.039673
	Iteration 9Q: 3 clusters Score -74117.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -74130.593750 Penalty: 714.039673
	Iteration 10Q: 3 clusters Score -74130.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -74138.304688 Penalty: 714.039673
	Iteration 11Q: 3 clusters Score -74138.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -74150.101562 Penalty: 714.039673
	Iteration 12Q: 3 clusters Score -74150.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -74163.593750 Penalty: 714.039673
	Iteration 13Q: 3 clusters Score -74163.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -74175.601562 Penalty: 714.039673
	Iteration 14Q: 3 clusters Score -74175.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -74189.757812 Penalty: 714.039673
	Iteration 15Q: 3 clusters Score -74189.76 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -74206.429688 Penalty: 714.039673
	Iteration 16Q: 3 clusters Score -74206.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -74220.132812 Penalty: 714.039673
	Iteration 17Q: 3 clusters Score -74220.13 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -74229.796875 Penalty: 714.039673
	Iteration 18Q: 3 clusters Score -74229.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -74233.765625 Penalty: 714.039673
	Iteration 19Q: 3 clusters Score -74233.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -74238.203125 Penalty: 714.039673
	Iteration 20F: 3 clusters Score -74238.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -74244.296875 Penalty: 714.039673
	Iteration 21Q: 3 clusters Score -74244.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -74248.921875 Penalty: 714.039673
	Iteration 22Q: 3 clusters Score -74248.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -74256.703125 Penalty: 714.039673
	Iteration 23Q: 3 clusters Score -74256.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -74263.406250 Penalty: 714.039673
	Iteration 24Q: 3 clusters Score -74263.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -74270.289062 Penalty: 714.039673
	Iteration 25Q: 3 clusters Score -74270.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -74280.671875 Penalty: 714.039673
	Iteration 26Q: 3 clusters Score -74280.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -74287.109375 Penalty: 714.039673
	Iteration 27Q: 3 clusters Score -74287.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -74293.382812 Penalty: 714.039673
	Iteration 28Q: 3 clusters Score -74293.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -74300.250000 Penalty: 714.039673
	Iteration 29Q: 3 clusters Score -74300.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -74306.570312 Penalty: 714.039673
	Iteration 30Q: 3 clusters Score -74306.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -74310.406250 Penalty: 714.039673
	Iteration 31Q: 3 clusters Score -74310.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -74316.078125 Penalty: 714.039673
	Iteration 32Q: 3 clusters Score -74316.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -74319.421875 Penalty: 714.039673
	Iteration 33Q: 3 clusters Score -74319.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -74320.085938 Penalty: 714.039673
	Iteration 34Q: 3 clusters Score -74320.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74320.835938 Penalty: 714.039673
	Iteration 35Q: 3 clusters Score -74320.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -74320.835938 Penalty: 714.039673
	Iteration 36F: 3 clusters Score -74320.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Entering Unmasked Estep 
Score: -210570.375000 Penalty: 401.676483
	Iteration 0F: 2 clusters Score -210570.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -205989.671875 Penalty: 803.352966
	Iteration 0F: 3 clusters Score -205989.7 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -207945.812500 Penalty: 803.352966
	Iteration 1F: 3 clusters Score -207945.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -208177.890625 Penalty: 803.352966
	Iteration 2F: 3 clusters Score -208177.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -208381.765625 Penalty: 803.352966
	Iteration 3F: 3 clusters Score -208381.8 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -208572.546875 Penalty: 803.352966
	Iteration 4Q: 3 clusters Score -208572.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -208752.562500 Penalty: 803.352966
	Iteration 5Q: 3 clusters Score -208752.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -208944.062500 Penalty: 803.352966
	Iteration 6Q: 3 clusters Score -208944.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -209143.671875 Penalty: 803.352966
	Iteration 7Q: 3 clusters Score -209143.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -209279.046875 Penalty: 803.352966
	Iteration 8Q: 3 clusters Score -209279 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -209354.500000 Penalty: 803.352966
	Iteration 9Q: 3 clusters Score -209354.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -209398.062500 Penalty: 803.352966
	Iteration 10Q: 3 clusters Score -209398.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -209435.593750 Penalty: 803.352966
	Iteration 11Q: 3 clusters Score -209435.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -209466.046875 Penalty: 803.352966
	Iteration 12Q: 3 clusters Score -209466 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -209496.500000 Penalty: 803.352966
	Iteration 13Q: 3 clusters Score -209496.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -209532.671875 Penalty: 803.352966
	Iteration 14Q: 3 clusters Score -209532.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -209567.609375 Penalty: 803.352966
	Iteration 15Q: 3 clusters Score -209567.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -209595.015625 Penalty: 803.352966
	Iteration 16Q: 3 clusters Score -209595 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -209620.187500 Penalty: 803.352966
	Iteration 17Q: 3 clusters Score -209620.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -209644.500000 Penalty: 803.352966
	Iteration 18Q: 3 clusters Score -209644.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -209665.750000 Penalty: 803.352966
	Iteration 19Q: 3 clusters Score -209665.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -209686.062500 Penalty: 803.352966
	Iteration 20F: 3 clusters Score -209686.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -209709.093750 Penalty: 803.352966
	Iteration 21Q: 3 clusters Score -209709.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -209738.437500 Penalty: 803.352966
	Iteration 22Q: 3 clusters Score -209738.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -209768.078125 Penalty: 803.352966
	Iteration 23Q: 3 clusters Score -209768.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -209801.296875 Penalty: 803.352966
	Iteration 24Q: 3 clusters Score -209801.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -209835.671875 Penalty: 803.352966
	Iteration 25Q: 3 clusters Score -209835.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -209872.109375 Penalty: 803.352966
	Iteration 26Q: 3 clusters Score -209872.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -209903.953125 Penalty: 803.352966
	Iteration 27Q: 3 clusters Score -209904 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -209934.546875 Penalty: 803.352966
	Iteration 28Q: 3 clusters Score -209934.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -209973.718750 Penalty: 803.352966
	Iteration 29Q: 3 clusters Score -209973.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -210010.156250 Penalty: 803.352966
	Iteration 30Q: 3 clusters Score -210010.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -210044.671875 Penalty: 803.352966
	Iteration 31Q: 3 clusters Score -210044.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -210072.750000 Penalty: 803.352966
	Iteration 32Q: 3 clusters Score -210072.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -210096.218750 Penalty: 803.352966
	Iteration 33Q: 3 clusters Score -210096.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -210114.750000 Penalty: 803.352966
	Iteration 34Q: 3 clusters Score -210114.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -210136.734375 Penalty: 803.352966
	Iteration 35Q: 3 clusters Score -210136.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -210162.953125 Penalty: 803.352966
	Iteration 36Q: 3 clusters Score -210163 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -210183.421875 Penalty: 803.352966
	Iteration 37Q: 3 clusters Score -210183.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -210199.453125 Penalty: 803.352966
	Iteration 38Q: 3 clusters Score -210199.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -210209.046875 Penalty: 803.352966
	Iteration 39Q: 3 clusters Score -210209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -210219.062500 Penalty: 803.352966
	Iteration 40F: 3 clusters Score -210219.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -210230.515625 Penalty: 803.352966
	Iteration 41Q: 3 clusters Score -210230.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -210237.265625 Penalty: 803.352966
	Iteration 42Q: 3 clusters Score -210237.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -210243.437500 Penalty: 803.352966
	Iteration 43Q: 3 clusters Score -210243.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -210246.984375 Penalty: 803.352966
	Iteration 44Q: 3 clusters Score -210247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -210250.390625 Penalty: 803.352966
	Iteration 45Q: 3 clusters Score -210250.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -210253.453125 Penalty: 803.352966
	Iteration 46Q: 3 clusters Score -210253.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -210256.578125 Penalty: 803.352966
	Iteration 47Q: 3 clusters Score -210256.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -210258.687500 Penalty: 803.352966
	Iteration 48Q: 3 clusters Score -210258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -210259.890625 Penalty: 803.352966
	Iteration 49Q: 3 clusters Score -210259.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -210260.812500 Penalty: 803.352966
	Iteration 50Q: 3 clusters Score -210260.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -210260.812500 Penalty: 803.352966
	Iteration 51F: 3 clusters Score -210260.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (150779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150779 members 
Entering Unmasked Estep 
Score: -5002656.000000 Penalty: 542.522461
	Iteration 0F: 2 clusters Score -5002656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75056 members 
Mstep: Class 2 contains 75723 members 
Entering Unmasked Estep 
Score: -4900487.500000 Penalty: 1085.044922
	Iteration 0F: 3 clusters Score -4900488 nChanged 73852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63974 members 
Mstep: Class 2 contains 86805 members 
Entering Unmasked Estep 
Score: -4946113.500000 Penalty: 1085.044922
	Iteration 1F: 3 clusters Score -4946114 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 93945 members 
Entering Unmasked Estep 
Score: -4950099.500000 Penalty: 1085.044922
	Iteration 2F: 3 clusters Score -4950100 nChanged 10955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46121 members 
Mstep: Class 2 contains 104658 members 
Entering Unmasked Estep 
Score: -4957584.500000 Penalty: 1085.044922
	Iteration 3F: 3 clusters Score -4957584 nChanged 13921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 118529 members 
Entering Unmasked Estep 
Score: -4969671.000000 Penalty: 1085.044922
	Iteration 4F: 3 clusters Score -4969671 nChanged 14578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 133097 members 
Entering Unmasked Estep 
Score: -4984482.000000 Penalty: 1085.044922
	Iteration 5F: 3 clusters Score -4984482 nChanged 10489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 143584 members 
Entering Unmasked Estep 
Score: -4995521.500000 Penalty: 1085.044922
	Iteration 6F: 3 clusters Score -4995522 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 148299 members 
Entering Unmasked Estep 
Score: -5000198.000000 Penalty: 1085.044922
	Iteration 7Q: 3 clusters Score -5000198 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 149895 members 
Entering Unmasked Estep 
Score: -5001595.500000 Penalty: 1085.044922
	Iteration 8Q: 3 clusters Score -5001596 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 150402 members 
Entering Unmasked Estep 
Score: -5002006.500000 Penalty: 1085.044922
	Iteration 9Q: 3 clusters Score -5002006 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 150549 members 
Entering Unmasked Estep 
Score: -5002120.500000 Penalty: 1085.044922
	Iteration 10Q: 3 clusters Score -5002120 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 150612 members 
Entering Unmasked Estep 
Score: -5002162.000000 Penalty: 1085.044922
	Iteration 11Q: 3 clusters Score -5002162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 150637 members 
Entering Unmasked Estep 
Score: -5002186.000000 Penalty: 1085.044922
	Iteration 12Q: 3 clusters Score -5002186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 150652 members 
Entering Unmasked Estep 
Score: -5002212.500000 Penalty: 1085.044922
	Iteration 13Q: 3 clusters Score -5002212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 150654 members 
Entering Unmasked Estep 
Score: -5002230.500000 Penalty: 1085.044922
	Iteration 14Q: 3 clusters Score -5002230 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 150654 members 
Entering Unmasked Estep 
Score: -5002241.000000 Penalty: 1085.044922
	Iteration 15Q: 3 clusters Score -5002241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 150654 members 
Entering Unmasked Estep 
Score: -5002250.000000 Penalty: 1085.044922
	Iteration 16Q: 3 clusters Score -5002250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 150654 members 
Entering Unmasked Estep 
Score: -5002252.500000 Penalty: 1085.044922
	Iteration 17Q: 3 clusters Score -5002252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 150655 members 
Entering Unmasked Estep 
Score: -5002255.000000 Penalty: 1085.044922
	Iteration 18Q: 3 clusters Score -5002255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 150656 members 
Entering Unmasked Estep 
Score: -5002256.000000 Penalty: 1085.044922
	Iteration 19Q: 3 clusters Score -5002256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150657 members 
Entering Unmasked Estep 
Score: -5002255.000000 Penalty: 1085.044922
	Iteration 20F: 3 clusters Score -5002255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 150659 members 
Entering Unmasked Estep 
Score: -5002256.500000 Penalty: 1085.044922
	Iteration 21Q: 3 clusters Score -5002256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 150657 members 
Entering Unmasked Estep 
Score: -5002258.000000 Penalty: 1085.044922
	Iteration 22Q: 3 clusters Score -5002258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 150655 members 
Entering Unmasked Estep 
Score: -5002258.000000 Penalty: 1085.044922
	Iteration 23Q: 3 clusters Score -5002258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 150655 members 
Entering Unmasked Estep 
Score: -5002257.500000 Penalty: 1085.044922
	Iteration 24Q: 3 clusters Score -5002258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 150655 members 
Entering Unmasked Estep 
Score: -5002257.500000 Penalty: 1085.044922
	Iteration 25F: 3 clusters Score -5002258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Entering Unmasked Estep 
Score: -1830190.250000 Penalty: 499.823120
	Iteration 0F: 2 clusters Score -1830190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Mstep: Class 2 contains 29481 members 
Entering Unmasked Estep 
Score: -1790482.750000 Penalty: 999.646240
	Iteration 0F: 3 clusters Score -1790483 nChanged 28627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -1809002.250000 Penalty: 999.646240
	Iteration 1F: 3 clusters Score -1809002 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -1810930.750000 Penalty: 999.646240
	Iteration 2F: 3 clusters Score -1810931 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 27709 members 
Entering Unmasked Estep 
Score: -1813422.500000 Penalty: 999.646240
	Iteration 3F: 3 clusters Score -1813422 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -1816327.000000 Penalty: 999.646240
	Iteration 4F: 3 clusters Score -1816327 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -1819274.125000 Penalty: 999.646240
	Iteration 5F: 3 clusters Score -1819274 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -1821571.750000 Penalty: 999.646240
	Iteration 6F: 3 clusters Score -1821572 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34175 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -1822757.375000 Penalty: 999.646240
	Iteration 7Q: 3 clusters Score -1822757 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34563 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -1823279.750000 Penalty: 999.646240
	Iteration 8Q: 3 clusters Score -1823280 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34928 members 
Mstep: Class 2 contains 24062 members 
Entering Unmasked Estep 
Score: -1823532.625000 Penalty: 999.646240
	Iteration 9Q: 3 clusters Score -1823533 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35280 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -1823683.375000 Penalty: 999.646240
	Iteration 10Q: 3 clusters Score -1823683 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35620 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -1823796.750000 Penalty: 999.646240
	Iteration 11Q: 3 clusters Score -1823797 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -1823890.750000 Penalty: 999.646240
	Iteration 12Q: 3 clusters Score -1823891 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -1823978.500000 Penalty: 999.646240
	Iteration 13Q: 3 clusters Score -1823978 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -1824033.000000 Penalty: 999.646240
	Iteration 14Q: 3 clusters Score -1824033 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -1824079.250000 Penalty: 999.646240
	Iteration 15Q: 3 clusters Score -1824079 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37003 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -1824108.875000 Penalty: 999.646240
	Iteration 16Q: 3 clusters Score -1824109 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37272 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -1824143.125000 Penalty: 999.646240
	Iteration 17Q: 3 clusters Score -1824143 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37542 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -1824176.875000 Penalty: 999.646240
	Iteration 18Q: 3 clusters Score -1824177 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -1824226.000000 Penalty: 999.646240
	Iteration 19Q: 3 clusters Score -1824226 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -1824256.000000 Penalty: 999.646240
	Iteration 20F: 3 clusters Score -1824256 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -1824295.375000 Penalty: 999.646240
	Iteration 21Q: 3 clusters Score -1824295 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -1824317.250000 Penalty: 999.646240
	Iteration 22Q: 3 clusters Score -1824317 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38971 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -1824345.250000 Penalty: 999.646240
	Iteration 23Q: 3 clusters Score -1824345 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -1824391.750000 Penalty: 999.646240
	Iteration 24Q: 3 clusters Score -1824392 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -1824429.500000 Penalty: 999.646240
	Iteration 25Q: 3 clusters Score -1824430 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -1824464.625000 Penalty: 999.646240
	Iteration 26Q: 3 clusters Score -1824465 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -1824510.875000 Penalty: 999.646240
	Iteration 27Q: 3 clusters Score -1824511 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -1824564.500000 Penalty: 999.646240
	Iteration 28Q: 3 clusters Score -1824564 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41111 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -1824602.625000 Penalty: 999.646240
	Iteration 29Q: 3 clusters Score -1824603 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -1824662.500000 Penalty: 999.646240
	Iteration 30Q: 3 clusters Score -1824662 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41894 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -1824725.250000 Penalty: 999.646240
	Iteration 31Q: 3 clusters Score -1824725 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42317 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -1824783.875000 Penalty: 999.646240
	Iteration 32Q: 3 clusters Score -1824784 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42757 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1824850.500000 Penalty: 999.646240
	Iteration 33Q: 3 clusters Score -1824850 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -1824925.000000 Penalty: 999.646240
	Iteration 34Q: 3 clusters Score -1824925 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -1825000.000000 Penalty: 999.646240
	Iteration 35Q: 3 clusters Score -1825000 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44148 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1825074.125000 Penalty: 999.646240
	Iteration 36Q: 3 clusters Score -1825074 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44629 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1825155.625000 Penalty: 999.646240
	Iteration 37Q: 3 clusters Score -1825156 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1825246.250000 Penalty: 999.646240
	Iteration 38Q: 3 clusters Score -1825246 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45644 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1825335.875000 Penalty: 999.646240
	Iteration 39Q: 3 clusters Score -1825336 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46199 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1825458.625000 Penalty: 999.646240
	Iteration 40F: 3 clusters Score -1825459 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46805 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -1825620.375000 Penalty: 999.646240
	Iteration 41Q: 3 clusters Score -1825620 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47434 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -1825784.750000 Penalty: 999.646240
	Iteration 42Q: 3 clusters Score -1825785 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -1825994.125000 Penalty: 999.646240
	Iteration 43Q: 3 clusters Score -1825994 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1826229.250000 Penalty: 999.646240
	Iteration 44Q: 3 clusters Score -1826229 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1826498.250000 Penalty: 999.646240
	Iteration 45Q: 3 clusters Score -1826498 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50296 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1826739.750000 Penalty: 999.646240
	Iteration 46Q: 3 clusters Score -1826740 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50936 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1826979.750000 Penalty: 999.646240
	Iteration 47Q: 3 clusters Score -1826980 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1827229.250000 Penalty: 999.646240
	Iteration 48Q: 3 clusters Score -1827229 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52206 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -1827495.500000 Penalty: 999.646240
	Iteration 49Q: 3 clusters Score -1827496 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52788 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -1827698.375000 Penalty: 999.646240
	Iteration 50Q: 3 clusters Score -1827698 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53301 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1827874.250000 Penalty: 999.646240
	Iteration 51Q: 3 clusters Score -1827874 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1828039.875000 Penalty: 999.646240
	Iteration 52Q: 3 clusters Score -1828040 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -1828220.250000 Penalty: 999.646240
	Iteration 53Q: 3 clusters Score -1828220 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -1828406.000000 Penalty: 999.646240
	Iteration 54Q: 3 clusters Score -1828406 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55113 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -1828543.375000 Penalty: 999.646240
	Iteration 55Q: 3 clusters Score -1828543 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55468 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1828669.000000 Penalty: 999.646240
	Iteration 56Q: 3 clusters Score -1828669 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55810 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1828796.375000 Penalty: 999.646240
	Iteration 57Q: 3 clusters Score -1828796 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56102 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1828907.625000 Penalty: 999.646240
	Iteration 58Q: 3 clusters Score -1828908 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56358 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1828983.375000 Penalty: 999.646240
	Iteration 59Q: 3 clusters Score -1828983 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56607 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1829092.750000 Penalty: 999.646240
	Iteration 60F: 3 clusters Score -1829093 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56832 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1829183.125000 Penalty: 999.646240
	Iteration 61Q: 3 clusters Score -1829183 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57033 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1829270.625000 Penalty: 999.646240
	Iteration 62Q: 3 clusters Score -1829271 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57217 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1829352.500000 Penalty: 999.646240
	Iteration 63Q: 3 clusters Score -1829352 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57376 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1829418.750000 Penalty: 999.646240
	Iteration 64Q: 3 clusters Score -1829419 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1829463.000000 Penalty: 999.646240
	Iteration 65Q: 3 clusters Score -1829463 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57637 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1829502.000000 Penalty: 999.646240
	Iteration 66Q: 3 clusters Score -1829502 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57745 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1829538.000000 Penalty: 999.646240
	Iteration 67Q: 3 clusters Score -1829538 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1829584.625000 Penalty: 999.646240
	Iteration 68Q: 3 clusters Score -1829585 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57930 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1829619.625000 Penalty: 999.646240
	Iteration 69Q: 3 clusters Score -1829620 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58004 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1829632.000000 Penalty: 999.646240
	Iteration 70Q: 3 clusters Score -1829632 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58069 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1829659.375000 Penalty: 999.646240
	Iteration 71Q: 3 clusters Score -1829659 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58125 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1829672.125000 Penalty: 999.646240
	Iteration 72Q: 3 clusters Score -1829672 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58181 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1829700.375000 Penalty: 999.646240
	Iteration 73Q: 3 clusters Score -1829700 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58231 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1829715.875000 Penalty: 999.646240
	Iteration 74Q: 3 clusters Score -1829716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58271 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1829732.125000 Penalty: 999.646240
	Iteration 75Q: 3 clusters Score -1829732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58302 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1829743.625000 Penalty: 999.646240
	Iteration 76Q: 3 clusters Score -1829744 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58331 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1829750.250000 Penalty: 999.646240
	Iteration 77Q: 3 clusters Score -1829750 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -1829752.625000 Penalty: 999.646240
	Iteration 78Q: 3 clusters Score -1829753 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1829758.125000 Penalty: 999.646240
	Iteration 79Q: 3 clusters Score -1829758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58398 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1829763.875000 Penalty: 999.646240
	Iteration 80F: 3 clusters Score -1829764 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58421 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1829773.500000 Penalty: 999.646240
	Iteration 81Q: 3 clusters Score -1829774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58445 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1829779.875000 Penalty: 999.646240
	Iteration 82Q: 3 clusters Score -1829780 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58464 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1829784.625000 Penalty: 999.646240
	Iteration 83Q: 3 clusters Score -1829785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58483 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1829793.375000 Penalty: 999.646240
	Iteration 84Q: 3 clusters Score -1829793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58499 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1829797.875000 Penalty: 999.646240
	Iteration 85Q: 3 clusters Score -1829798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1829800.125000 Penalty: 999.646240
	Iteration 86Q: 3 clusters Score -1829800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58510 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1829801.500000 Penalty: 999.646240
	Iteration 87Q: 3 clusters Score -1829802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58513 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1829802.750000 Penalty: 999.646240
	Iteration 88Q: 3 clusters Score -1829803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58520 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1829804.000000 Penalty: 999.646240
	Iteration 89Q: 3 clusters Score -1829804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1829807.375000 Penalty: 999.646240
	Iteration 90Q: 3 clusters Score -1829807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1829806.500000 Penalty: 999.646240
	Iteration 91Q: 3 clusters Score -1829806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58526 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1829806.500000 Penalty: 999.646240
	Iteration 92F: 3 clusters Score -1829806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Entering Unmasked Estep 
Score: -138500.296875 Penalty: 380.062653
	Iteration 0F: 2 clusters Score -138500.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -135646.906250 Penalty: 760.125305
	Iteration 0F: 3 clusters Score -135646.9 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -136547.890625 Penalty: 760.125305
	Iteration 1F: 3 clusters Score -136547.9 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -136641.296875 Penalty: 760.125305
	Iteration 2F: 3 clusters Score -136641.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -136729.765625 Penalty: 760.125305
	Iteration 3Q: 3 clusters Score -136729.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -136831.234375 Penalty: 760.125305
	Iteration 4F: 3 clusters Score -136831.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -136962.187500 Penalty: 760.125305
	Iteration 5F: 3 clusters Score -136962.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -137148.062500 Penalty: 760.125305
	Iteration 6F: 3 clusters Score -137148.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -137394.343750 Penalty: 760.125305
	Iteration 7F: 3 clusters Score -137394.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -137637.609375 Penalty: 760.125305
	Iteration 8F: 3 clusters Score -137637.6 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -137843.312500 Penalty: 760.125305
	Iteration 9F: 3 clusters Score -137843.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -137998.500000 Penalty: 760.125305
	Iteration 10Q: 3 clusters Score -137998.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -138088.359375 Penalty: 760.125305
	Iteration 11Q: 3 clusters Score -138088.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -138129.718750 Penalty: 760.125305
	Iteration 12Q: 3 clusters Score -138129.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -138155.578125 Penalty: 760.125305
	Iteration 13Q: 3 clusters Score -138155.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -138174.171875 Penalty: 760.125305
	Iteration 14Q: 3 clusters Score -138174.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -138184.921875 Penalty: 760.125305
	Iteration 15Q: 3 clusters Score -138184.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -138186.250000 Penalty: 760.125305
	Iteration 16Q: 3 clusters Score -138186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -138187.656250 Penalty: 760.125305
	Iteration 17Q: 3 clusters Score -138187.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -138191.062500 Penalty: 760.125305
	Iteration 18Q: 3 clusters Score -138191.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -138191.484375 Penalty: 760.125305
	Iteration 19Q: 3 clusters Score -138191.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -138191.484375 Penalty: 760.125305
	Iteration 20F: 3 clusters Score -138191.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24417 members 
Entering Unmasked Estep 
Score: -776692.562500 Penalty: 459.688080
	Iteration 0F: 2 clusters Score -776692.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -760506.250000 Penalty: 919.376160
	Iteration 0F: 3 clusters Score -760506.2 nChanged 11644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12922 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -767516.750000 Penalty: 919.376160
	Iteration 1F: 3 clusters Score -767516.8 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -767958.625000 Penalty: 919.376160
	Iteration 2F: 3 clusters Score -767958.6 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -768459.937500 Penalty: 919.376160
	Iteration 3F: 3 clusters Score -768459.9 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -769076.000000 Penalty: 919.376160
	Iteration 4F: 3 clusters Score -769076 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -769910.000000 Penalty: 919.376160
	Iteration 5F: 3 clusters Score -769910 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -771014.812500 Penalty: 919.376160
	Iteration 6F: 3 clusters Score -771014.8 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -772149.812500 Penalty: 919.376160
	Iteration 7F: 3 clusters Score -772149.8 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -772985.687500 Penalty: 919.376160
	Iteration 8F: 3 clusters Score -772985.7 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -773470.812500 Penalty: 919.376160
	Iteration 9Q: 3 clusters Score -773470.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -773726.687500 Penalty: 919.376160
	Iteration 10Q: 3 clusters Score -773726.7 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -773904.062500 Penalty: 919.376160
	Iteration 11Q: 3 clusters Score -773904.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -774044.875000 Penalty: 919.376160
	Iteration 12Q: 3 clusters Score -774044.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -774170.562500 Penalty: 919.376160
	Iteration 13Q: 3 clusters Score -774170.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -774296.562500 Penalty: 919.376160
	Iteration 14Q: 3 clusters Score -774296.6 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -774411.062500 Penalty: 919.376160
	Iteration 15Q: 3 clusters Score -774411.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -774511.687500 Penalty: 919.376160
	Iteration 16Q: 3 clusters Score -774511.7 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -774608.000000 Penalty: 919.376160
	Iteration 17Q: 3 clusters Score -774608 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -774703.437500 Penalty: 919.376160
	Iteration 18Q: 3 clusters Score -774703.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19398 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -774799.000000 Penalty: 919.376160
	Iteration 19Q: 3 clusters Score -774799 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -774894.562500 Penalty: 919.376160
	Iteration 20F: 3 clusters Score -774894.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -775002.250000 Penalty: 919.376160
	Iteration 21Q: 3 clusters Score -775002.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -775112.687500 Penalty: 919.376160
	Iteration 22Q: 3 clusters Score -775112.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -775205.312500 Penalty: 919.376160
	Iteration 23Q: 3 clusters Score -775205.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -775288.625000 Penalty: 919.376160
	Iteration 24Q: 3 clusters Score -775288.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -775355.562500 Penalty: 919.376160
	Iteration 25Q: 3 clusters Score -775355.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -775413.750000 Penalty: 919.376160
	Iteration 26Q: 3 clusters Score -775413.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -775473.625000 Penalty: 919.376160
	Iteration 27Q: 3 clusters Score -775473.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -775544.500000 Penalty: 919.376160
	Iteration 28Q: 3 clusters Score -775544.5 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -775618.687500 Penalty: 919.376160
	Iteration 29Q: 3 clusters Score -775618.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -775681.812500 Penalty: 919.376160
	Iteration 30Q: 3 clusters Score -775681.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -775745.687500 Penalty: 919.376160
	Iteration 31Q: 3 clusters Score -775745.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -775807.437500 Penalty: 919.376160
	Iteration 32Q: 3 clusters Score -775807.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -775878.437500 Penalty: 919.376160
	Iteration 33Q: 3 clusters Score -775878.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -775939.937500 Penalty: 919.376160
	Iteration 34Q: 3 clusters Score -775939.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -776006.062500 Penalty: 919.376160
	Iteration 35Q: 3 clusters Score -776006.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23167 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -776060.750000 Penalty: 919.376160
	Iteration 36Q: 3 clusters Score -776060.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -776114.187500 Penalty: 919.376160
	Iteration 37Q: 3 clusters Score -776114.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23412 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -776154.625000 Penalty: 919.376160
	Iteration 38Q: 3 clusters Score -776154.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -776185.625000 Penalty: 919.376160
	Iteration 39Q: 3 clusters Score -776185.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -776213.937500 Penalty: 919.376160
	Iteration 40F: 3 clusters Score -776213.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -776243.187500 Penalty: 919.376160
	Iteration 41Q: 3 clusters Score -776243.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23747 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -776274.687500 Penalty: 919.376160
	Iteration 42Q: 3 clusters Score -776274.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -776301.687500 Penalty: 919.376160
	Iteration 43Q: 3 clusters Score -776301.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -776318.125000 Penalty: 919.376160
	Iteration 44Q: 3 clusters Score -776318.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -776331.562500 Penalty: 919.376160
	Iteration 45Q: 3 clusters Score -776331.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -776343.625000 Penalty: 919.376160
	Iteration 46Q: 3 clusters Score -776343.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -776348.562500 Penalty: 919.376160
	Iteration 47Q: 3 clusters Score -776348.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -776353.187500 Penalty: 919.376160
	Iteration 48Q: 3 clusters Score -776353.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23971 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -776357.875000 Penalty: 919.376160
	Iteration 49Q: 3 clusters Score -776357.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -776360.500000 Penalty: 919.376160
	Iteration 50Q: 3 clusters Score -776360.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23996 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -776364.000000 Penalty: 919.376160
	Iteration 51Q: 3 clusters Score -776364 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -776366.625000 Penalty: 919.376160
	Iteration 52Q: 3 clusters Score -776366.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -776367.375000 Penalty: 919.376160
	Iteration 53Q: 3 clusters Score -776367.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -776368.062500 Penalty: 919.376160
	Iteration 54Q: 3 clusters Score -776368.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -776367.937500 Penalty: 919.376160
	Iteration 55Q: 3 clusters Score -776367.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -776368.312500 Penalty: 919.376160
	Iteration 56Q: 3 clusters Score -776368.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -776368.750000 Penalty: 919.376160
	Iteration 57Q: 3 clusters Score -776368.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -776367.687500 Penalty: 919.376160
	Iteration 58Q: 3 clusters Score -776367.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24008 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -776367.687500 Penalty: 919.376160
	Iteration 59F: 3 clusters Score -776367.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (1921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Entering Unmasked Estep 
Score: -58702.171875 Penalty: 344.007355
	Iteration 0F: 2 clusters Score -58702.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -57315.667969 Penalty: 688.014709
	Iteration 0F: 3 clusters Score -57315.67 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -57877.640625 Penalty: 688.014709
	Iteration 1F: 3 clusters Score -57877.64 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -58116.390625 Penalty: 688.014709
	Iteration 2F: 3 clusters Score -58116.39 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -58305.027344 Penalty: 688.014709
	Iteration 3F: 3 clusters Score -58305.03 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -58421.085938 Penalty: 688.014709
	Iteration 4F: 3 clusters Score -58421.09 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -58481.019531 Penalty: 688.014709
	Iteration 5Q: 3 clusters Score -58481.02 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -58510.464844 Penalty: 688.014709
	Iteration 6Q: 3 clusters Score -58510.46 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -58529.054688 Penalty: 688.014709
	Iteration 7Q: 3 clusters Score -58529.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -58544.402344 Penalty: 688.014709
	Iteration 8Q: 3 clusters Score -58544.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -58563.710938 Penalty: 688.014709
	Iteration 9Q: 3 clusters Score -58563.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -58582.839844 Penalty: 688.014709
	Iteration 10Q: 3 clusters Score -58582.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -58594.828125 Penalty: 688.014709
	Iteration 11Q: 3 clusters Score -58594.83 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -58599.859375 Penalty: 688.014709
	Iteration 12Q: 3 clusters Score -58599.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -58601.117188 Penalty: 688.014709
	Iteration 13Q: 3 clusters Score -58601.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -58603.800781 Penalty: 688.014709
	Iteration 14Q: 3 clusters Score -58603.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -58604.207031 Penalty: 688.014709
	Iteration 15Q: 3 clusters Score -58604.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -58604.316406 Penalty: 688.014709
	Iteration 16Q: 3 clusters Score -58604.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -58604.316406 Penalty: 688.014709
	Iteration 17F: 3 clusters Score -58604.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Entering Unmasked Estep 
Score: -62896.339844 Penalty: 344.921844
	Iteration 0F: 2 clusters Score -62896.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -61438.855469 Penalty: 689.843689
	Iteration 0F: 3 clusters Score -61438.86 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -61938.570312 Penalty: 689.843689
	Iteration 1F: 3 clusters Score -61938.57 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -62024.246094 Penalty: 689.843689
	Iteration 2F: 3 clusters Score -62024.25 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -62096.824219 Penalty: 689.843689
	Iteration 3F: 3 clusters Score -62096.82 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -62142.250000 Penalty: 689.843689
	Iteration 4Q: 3 clusters Score -62142.25 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -62187.011719 Penalty: 689.843689
	Iteration 5Q: 3 clusters Score -62187.01 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -62232.140625 Penalty: 689.843689
	Iteration 6Q: 3 clusters Score -62232.14 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -62268.648438 Penalty: 689.843689
	Iteration 7Q: 3 clusters Score -62268.65 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -62302.351562 Penalty: 689.843689
	Iteration 8Q: 3 clusters Score -62302.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -62330.023438 Penalty: 689.843689
	Iteration 9Q: 3 clusters Score -62330.02 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -62372.945312 Penalty: 689.843689
	Iteration 10Q: 3 clusters Score -62372.95 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -62423.699219 Penalty: 689.843689
	Iteration 11Q: 3 clusters Score -62423.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62462.500000 Penalty: 689.843689
	Iteration 12Q: 3 clusters Score -62462.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -62489.652344 Penalty: 689.843689
	Iteration 13Q: 3 clusters Score -62489.65 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -62525.187500 Penalty: 689.843689
	Iteration 14Q: 3 clusters Score -62525.19 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -62556.910156 Penalty: 689.843689
	Iteration 15Q: 3 clusters Score -62556.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -62578.691406 Penalty: 689.843689
	Iteration 16Q: 3 clusters Score -62578.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -62596.359375 Penalty: 689.843689
	Iteration 17Q: 3 clusters Score -62596.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -62612.164062 Penalty: 689.843689
	Iteration 18Q: 3 clusters Score -62612.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -62620.921875 Penalty: 689.843689
	Iteration 19Q: 3 clusters Score -62620.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -62625.136719 Penalty: 689.843689
	Iteration 20F: 3 clusters Score -62625.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -62627.980469 Penalty: 689.843689
	Iteration 21Q: 3 clusters Score -62627.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -62632.941406 Penalty: 689.843689
	Iteration 22Q: 3 clusters Score -62632.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -62636.683594 Penalty: 689.843689
	Iteration 23Q: 3 clusters Score -62636.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -62638.691406 Penalty: 689.843689
	Iteration 24Q: 3 clusters Score -62638.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -62641.218750 Penalty: 689.843689
	Iteration 25Q: 3 clusters Score -62641.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -62641.789062 Penalty: 689.843689
	Iteration 26Q: 3 clusters Score -62641.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -62641.789062 Penalty: 689.843689
	Iteration 27F: 3 clusters Score -62641.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (9054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Entering Unmasked Estep 
Score: -267942.750000 Penalty: 414.548767
	Iteration 0F: 2 clusters Score -267942.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -261891.562500 Penalty: 829.097534
	Iteration 0F: 3 clusters Score -261891.6 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -264487.343750 Penalty: 829.097534
	Iteration 1F: 3 clusters Score -264487.3 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -264925.843750 Penalty: 829.097534
	Iteration 2F: 3 clusters Score -264925.8 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -265431.687500 Penalty: 829.097534
	Iteration 3F: 3 clusters Score -265431.7 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -265987.000000 Penalty: 829.097534
	Iteration 4F: 3 clusters Score -265987 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -266400.500000 Penalty: 829.097534
	Iteration 5F: 3 clusters Score -266400.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -266680.187500 Penalty: 829.097534
	Iteration 6F: 3 clusters Score -266680.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -266866.531250 Penalty: 829.097534
	Iteration 7Q: 3 clusters Score -266866.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -266970.843750 Penalty: 829.097534
	Iteration 8Q: 3 clusters Score -266970.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -267043.968750 Penalty: 829.097534
	Iteration 9Q: 3 clusters Score -267044 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -267098.750000 Penalty: 829.097534
	Iteration 10Q: 3 clusters Score -267098.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -267152.968750 Penalty: 829.097534
	Iteration 11Q: 3 clusters Score -267153 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -267207.656250 Penalty: 829.097534
	Iteration 12Q: 3 clusters Score -267207.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -267255.250000 Penalty: 829.097534
	Iteration 13Q: 3 clusters Score -267255.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -267299.781250 Penalty: 829.097534
	Iteration 14Q: 3 clusters Score -267299.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -267347.625000 Penalty: 829.097534
	Iteration 15Q: 3 clusters Score -267347.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -267381.937500 Penalty: 829.097534
	Iteration 16Q: 3 clusters Score -267381.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -267401.718750 Penalty: 829.097534
	Iteration 17Q: 3 clusters Score -267401.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -267422.468750 Penalty: 829.097534
	Iteration 18Q: 3 clusters Score -267422.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -267447.281250 Penalty: 829.097534
	Iteration 19Q: 3 clusters Score -267447.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -267463.031250 Penalty: 829.097534
	Iteration 20F: 3 clusters Score -267463 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -267475.437500 Penalty: 829.097534
	Iteration 21Q: 3 clusters Score -267475.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -267485.937500 Penalty: 829.097534
	Iteration 22Q: 3 clusters Score -267485.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -267496.562500 Penalty: 829.097534
	Iteration 23Q: 3 clusters Score -267496.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -267506.375000 Penalty: 829.097534
	Iteration 24Q: 3 clusters Score -267506.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -267516.406250 Penalty: 829.097534
	Iteration 25Q: 3 clusters Score -267516.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -267524.406250 Penalty: 829.097534
	Iteration 26Q: 3 clusters Score -267524.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -267529.125000 Penalty: 829.097534
	Iteration 27Q: 3 clusters Score -267529.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -267533.593750 Penalty: 829.097534
	Iteration 28Q: 3 clusters Score -267533.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -267541.000000 Penalty: 829.097534
	Iteration 29Q: 3 clusters Score -267541 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -267553.593750 Penalty: 829.097534
	Iteration 30Q: 3 clusters Score -267553.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -267561.875000 Penalty: 829.097534
	Iteration 31Q: 3 clusters Score -267561.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -267573.062500 Penalty: 829.097534
	Iteration 32Q: 3 clusters Score -267573.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -267585.312500 Penalty: 829.097534
	Iteration 33Q: 3 clusters Score -267585.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -267598.375000 Penalty: 829.097534
	Iteration 34Q: 3 clusters Score -267598.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -267608.968750 Penalty: 829.097534
	Iteration 35Q: 3 clusters Score -267609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -267617.468750 Penalty: 829.097534
	Iteration 36Q: 3 clusters Score -267617.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -267627.906250 Penalty: 829.097534
	Iteration 37Q: 3 clusters Score -267627.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -267644.250000 Penalty: 829.097534
	Iteration 38Q: 3 clusters Score -267644.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -267656.781250 Penalty: 829.097534
	Iteration 39Q: 3 clusters Score -267656.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -267667.093750 Penalty: 829.097534
	Iteration 40F: 3 clusters Score -267667.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -267678.812500 Penalty: 829.097534
	Iteration 41Q: 3 clusters Score -267678.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -267693.781250 Penalty: 829.097534
	Iteration 42Q: 3 clusters Score -267693.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -267715.718750 Penalty: 829.097534
	Iteration 43Q: 3 clusters Score -267715.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -267743.781250 Penalty: 829.097534
	Iteration 44Q: 3 clusters Score -267743.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -267766.875000 Penalty: 829.097534
	Iteration 45Q: 3 clusters Score -267766.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -267785.375000 Penalty: 829.097534
	Iteration 46Q: 3 clusters Score -267785.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -267798.968750 Penalty: 829.097534
	Iteration 47Q: 3 clusters Score -267799 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -267811.031250 Penalty: 829.097534
	Iteration 48Q: 3 clusters Score -267811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -267819.468750 Penalty: 829.097534
	Iteration 49Q: 3 clusters Score -267819.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -267827.875000 Penalty: 829.097534
	Iteration 50Q: 3 clusters Score -267827.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -267831.875000 Penalty: 829.097534
	Iteration 51Q: 3 clusters Score -267831.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -267833.906250 Penalty: 829.097534
	Iteration 52Q: 3 clusters Score -267833.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -267835.562500 Penalty: 829.097534
	Iteration 53Q: 3 clusters Score -267835.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -267836.343750 Penalty: 829.097534
	Iteration 54Q: 3 clusters Score -267836.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -267836.750000 Penalty: 829.097534
	Iteration 55Q: 3 clusters Score -267836.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -267838.937500 Penalty: 829.097534
	Iteration 56Q: 3 clusters Score -267838.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -267839.437500 Penalty: 829.097534
	Iteration 57Q: 3 clusters Score -267839.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -267839.750000 Penalty: 829.097534
	Iteration 58Q: 3 clusters Score -267839.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -267840.281250 Penalty: 829.097534
	Iteration 59Q: 3 clusters Score -267840.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8306 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -267840.375000 Penalty: 829.097534
	Iteration 60F: 3 clusters Score -267840.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -657114.875000 Penalty: 452.971405
	Iteration 0F: 2 clusters Score -657114.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -643048.125000 Penalty: 905.942810
	Iteration 0F: 3 clusters Score -643048.1 nChanged 10010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -648695.312500 Penalty: 905.942810
	Iteration 1F: 3 clusters Score -648695.3 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -649128.375000 Penalty: 905.942810
	Iteration 2F: 3 clusters Score -649128.4 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -649575.750000 Penalty: 905.942810
	Iteration 3F: 3 clusters Score -649575.8 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -650089.812500 Penalty: 905.942810
	Iteration 4F: 3 clusters Score -650089.8 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -650629.875000 Penalty: 905.942810
	Iteration 5F: 3 clusters Score -650629.9 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -651234.125000 Penalty: 905.942810
	Iteration 6F: 3 clusters Score -651234.1 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -651891.312500 Penalty: 905.942810
	Iteration 7F: 3 clusters Score -651891.3 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -652421.937500 Penalty: 905.942810
	Iteration 8F: 3 clusters Score -652421.9 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -652797.812500 Penalty: 905.942810
	Iteration 9Q: 3 clusters Score -652797.8 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -653105.312500 Penalty: 905.942810
	Iteration 10Q: 3 clusters Score -653105.3 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -653349.062500 Penalty: 905.942810
	Iteration 11Q: 3 clusters Score -653349.1 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -653529.750000 Penalty: 905.942810
	Iteration 12Q: 3 clusters Score -653529.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -653679.375000 Penalty: 905.942810
	Iteration 13Q: 3 clusters Score -653679.4 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -653803.625000 Penalty: 905.942810
	Iteration 14Q: 3 clusters Score -653803.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -653913.562500 Penalty: 905.942810
	Iteration 15Q: 3 clusters Score -653913.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -654021.812500 Penalty: 905.942810
	Iteration 16Q: 3 clusters Score -654021.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -654137.375000 Penalty: 905.942810
	Iteration 17Q: 3 clusters Score -654137.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -654271.375000 Penalty: 905.942810
	Iteration 18Q: 3 clusters Score -654271.4 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15307 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -654429.125000 Penalty: 905.942810
	Iteration 19Q: 3 clusters Score -654429.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -654607.250000 Penalty: 905.942810
	Iteration 20F: 3 clusters Score -654607.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -654809.812500 Penalty: 905.942810
	Iteration 21Q: 3 clusters Score -654809.8 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -655040.250000 Penalty: 905.942810
	Iteration 22Q: 3 clusters Score -655040.2 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -655290.812500 Penalty: 905.942810
	Iteration 23Q: 3 clusters Score -655290.8 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -655534.562500 Penalty: 905.942810
	Iteration 24Q: 3 clusters Score -655534.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -655743.375000 Penalty: 905.942810
	Iteration 25Q: 3 clusters Score -655743.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -655905.000000 Penalty: 905.942810
	Iteration 26Q: 3 clusters Score -655905 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -656029.375000 Penalty: 905.942810
	Iteration 27Q: 3 clusters Score -656029.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -656159.625000 Penalty: 905.942810
	Iteration 28Q: 3 clusters Score -656159.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -656278.812500 Penalty: 905.942810
	Iteration 29Q: 3 clusters Score -656278.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -656398.875000 Penalty: 905.942810
	Iteration 30Q: 3 clusters Score -656398.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -656495.250000 Penalty: 905.942810
	Iteration 31Q: 3 clusters Score -656495.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -656563.125000 Penalty: 905.942810
	Iteration 32Q: 3 clusters Score -656563.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -656623.000000 Penalty: 905.942810
	Iteration 33Q: 3 clusters Score -656623 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -656679.312500 Penalty: 905.942810
	Iteration 34Q: 3 clusters Score -656679.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -656733.375000 Penalty: 905.942810
	Iteration 35Q: 3 clusters Score -656733.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -656772.500000 Penalty: 905.942810
	Iteration 36Q: 3 clusters Score -656772.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -656813.500000 Penalty: 905.942810
	Iteration 37Q: 3 clusters Score -656813.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -656842.187500 Penalty: 905.942810
	Iteration 38Q: 3 clusters Score -656842.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -656870.750000 Penalty: 905.942810
	Iteration 39Q: 3 clusters Score -656870.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -656899.625000 Penalty: 905.942810
	Iteration 40F: 3 clusters Score -656899.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -656924.812500 Penalty: 905.942810
	Iteration 41Q: 3 clusters Score -656924.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -656938.562500 Penalty: 905.942810
	Iteration 42Q: 3 clusters Score -656938.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -656946.937500 Penalty: 905.942810
	Iteration 43Q: 3 clusters Score -656946.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -656948.312500 Penalty: 905.942810
	Iteration 44Q: 3 clusters Score -656948.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -656952.937500 Penalty: 905.942810
	Iteration 45Q: 3 clusters Score -656952.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -656958.437500 Penalty: 905.942810
	Iteration 46Q: 3 clusters Score -656958.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -656960.125000 Penalty: 905.942810
	Iteration 47Q: 3 clusters Score -656960.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -656961.625000 Penalty: 905.942810
	Iteration 48Q: 3 clusters Score -656961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -656962.750000 Penalty: 905.942810
	Iteration 49Q: 3 clusters Score -656962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -656963.125000 Penalty: 905.942810
	Iteration 50Q: 3 clusters Score -656963.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -656963.125000 Penalty: 905.942810
	Iteration 51F: 3 clusters Score -656963.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Entering Unmasked Estep 
Score: -265604.875000 Penalty: 409.025391
	Iteration 0F: 2 clusters Score -265604.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -260200.203125 Penalty: 818.050781
	Iteration 0F: 3 clusters Score -260200.2 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -262341.000000 Penalty: 818.050781
	Iteration 1F: 3 clusters Score -262341 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -262681.718750 Penalty: 818.050781
	Iteration 2F: 3 clusters Score -262681.7 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -263116.062500 Penalty: 818.050781
	Iteration 3F: 3 clusters Score -263116.1 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -263668.937500 Penalty: 818.050781
	Iteration 4F: 3 clusters Score -263668.9 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -264231.968750 Penalty: 818.050781
	Iteration 5F: 3 clusters Score -264232 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -264608.750000 Penalty: 818.050781
	Iteration 6F: 3 clusters Score -264608.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -264800.906250 Penalty: 818.050781
	Iteration 7Q: 3 clusters Score -264800.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -264894.968750 Penalty: 818.050781
	Iteration 8Q: 3 clusters Score -264895 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -264946.875000 Penalty: 818.050781
	Iteration 9Q: 3 clusters Score -264946.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -264982.250000 Penalty: 818.050781
	Iteration 10Q: 3 clusters Score -264982.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -265010.937500 Penalty: 818.050781
	Iteration 11Q: 3 clusters Score -265010.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -265035.343750 Penalty: 818.050781
	Iteration 12Q: 3 clusters Score -265035.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -265047.937500 Penalty: 818.050781
	Iteration 13Q: 3 clusters Score -265047.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -265056.437500 Penalty: 818.050781
	Iteration 14Q: 3 clusters Score -265056.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -265065.843750 Penalty: 818.050781
	Iteration 15Q: 3 clusters Score -265065.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -265072.468750 Penalty: 818.050781
	Iteration 16Q: 3 clusters Score -265072.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -265076.031250 Penalty: 818.050781
	Iteration 17Q: 3 clusters Score -265076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -265079.843750 Penalty: 818.050781
	Iteration 18Q: 3 clusters Score -265079.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -265083.468750 Penalty: 818.050781
	Iteration 19Q: 3 clusters Score -265083.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -265087.125000 Penalty: 818.050781
	Iteration 20F: 3 clusters Score -265087.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -265089.781250 Penalty: 818.050781
	Iteration 21Q: 3 clusters Score -265089.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -265091.531250 Penalty: 818.050781
	Iteration 22Q: 3 clusters Score -265091.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -265092.187500 Penalty: 818.050781
	Iteration 23Q: 3 clusters Score -265092.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -265092.343750 Penalty: 818.050781
	Iteration 24Q: 3 clusters Score -265092.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -265092.906250 Penalty: 818.050781
	Iteration 25Q: 3 clusters Score -265092.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -265093.156250 Penalty: 818.050781
	Iteration 26Q: 3 clusters Score -265093.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -265094.125000 Penalty: 818.050781
	Iteration 27Q: 3 clusters Score -265094.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -265094.687500 Penalty: 818.050781
	Iteration 28Q: 3 clusters Score -265094.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -265095.000000 Penalty: 818.050781
	Iteration 29Q: 3 clusters Score -265095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -265095.250000 Penalty: 818.050781
	Iteration 30Q: 3 clusters Score -265095.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -265095.218750 Penalty: 818.050781
	Iteration 31Q: 3 clusters Score -265095.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -265096.156250 Penalty: 818.050781
	Iteration 32Q: 3 clusters Score -265096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -265095.937500 Penalty: 818.050781
	Iteration 33Q: 3 clusters Score -265095.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -265097.031250 Penalty: 818.050781
	Iteration 34Q: 3 clusters Score -265097 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -265097.312500 Penalty: 818.050781
	Iteration 35Q: 3 clusters Score -265097.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -265098.218750 Penalty: 818.050781
	Iteration 36Q: 3 clusters Score -265098.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -265098.250000 Penalty: 818.050781
	Iteration 37Q: 3 clusters Score -265098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -265098.875000 Penalty: 818.050781
	Iteration 38Q: 3 clusters Score -265098.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -265098.875000 Penalty: 818.050781
	Iteration 39Q: 3 clusters Score -265098.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -265099.062500 Penalty: 818.050781
	Iteration 40F: 3 clusters Score -265099.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -265099.218750 Penalty: 818.050781
	Iteration 41Q: 3 clusters Score -265099.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -265099.500000 Penalty: 818.050781
	Iteration 42Q: 3 clusters Score -265099.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -265099.250000 Penalty: 818.050781
	Iteration 43Q: 3 clusters Score -265099.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -265099.250000 Penalty: 818.050781
	Iteration 44F: 3 clusters Score -265099.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (22261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Entering Unmasked Estep 
Score: -739389.062500 Penalty: 455.481903
	Iteration 0F: 2 clusters Score -739389.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -724495.500000 Penalty: 910.963806
	Iteration 0F: 3 clusters Score -724495.5 nChanged 10649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -730889.187500 Penalty: 910.963806
	Iteration 1F: 3 clusters Score -730889.2 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -731603.625000 Penalty: 910.963806
	Iteration 2F: 3 clusters Score -731603.6 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -732430.000000 Penalty: 910.963806
	Iteration 3F: 3 clusters Score -732430 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -733288.875000 Penalty: 910.963806
	Iteration 4F: 3 clusters Score -733288.9 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -734081.000000 Penalty: 910.963806
	Iteration 5F: 3 clusters Score -734081 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -734782.312500 Penalty: 910.963806
	Iteration 6F: 3 clusters Score -734782.3 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -735316.375000 Penalty: 910.963806
	Iteration 7Q: 3 clusters Score -735316.4 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -735759.125000 Penalty: 910.963806
	Iteration 8Q: 3 clusters Score -735759.1 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -736069.000000 Penalty: 910.963806
	Iteration 9Q: 3 clusters Score -736069 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -736293.687500 Penalty: 910.963806
	Iteration 10Q: 3 clusters Score -736293.7 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -736489.062500 Penalty: 910.963806
	Iteration 11Q: 3 clusters Score -736489.1 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -736683.875000 Penalty: 910.963806
	Iteration 12Q: 3 clusters Score -736683.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -736880.437500 Penalty: 910.963806
	Iteration 13Q: 3 clusters Score -736880.4 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -737048.000000 Penalty: 910.963806
	Iteration 14Q: 3 clusters Score -737048 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -737195.812500 Penalty: 910.963806
	Iteration 15Q: 3 clusters Score -737195.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -737340.062500 Penalty: 910.963806
	Iteration 16Q: 3 clusters Score -737340.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -737475.250000 Penalty: 910.963806
	Iteration 17Q: 3 clusters Score -737475.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -737605.500000 Penalty: 910.963806
	Iteration 18Q: 3 clusters Score -737605.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -737724.250000 Penalty: 910.963806
	Iteration 19Q: 3 clusters Score -737724.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -737843.750000 Penalty: 910.963806
	Iteration 20F: 3 clusters Score -737843.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -737944.062500 Penalty: 910.963806
	Iteration 21Q: 3 clusters Score -737944.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -738035.687500 Penalty: 910.963806
	Iteration 22Q: 3 clusters Score -738035.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -738132.500000 Penalty: 910.963806
	Iteration 23Q: 3 clusters Score -738132.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -738237.062500 Penalty: 910.963806
	Iteration 24Q: 3 clusters Score -738237.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -738359.750000 Penalty: 910.963806
	Iteration 25Q: 3 clusters Score -738359.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -738466.687500 Penalty: 910.963806
	Iteration 26Q: 3 clusters Score -738466.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -738566.250000 Penalty: 910.963806
	Iteration 27Q: 3 clusters Score -738566.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -738653.875000 Penalty: 910.963806
	Iteration 28Q: 3 clusters Score -738653.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -738728.687500 Penalty: 910.963806
	Iteration 29Q: 3 clusters Score -738728.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -738799.250000 Penalty: 910.963806
	Iteration 30Q: 3 clusters Score -738799.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -738851.937500 Penalty: 910.963806
	Iteration 31Q: 3 clusters Score -738851.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -738899.500000 Penalty: 910.963806
	Iteration 32Q: 3 clusters Score -738899.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -738933.312500 Penalty: 910.963806
	Iteration 33Q: 3 clusters Score -738933.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -738965.062500 Penalty: 910.963806
	Iteration 34Q: 3 clusters Score -738965.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -738993.437500 Penalty: 910.963806
	Iteration 35Q: 3 clusters Score -738993.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -739017.625000 Penalty: 910.963806
	Iteration 36Q: 3 clusters Score -739017.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -739042.750000 Penalty: 910.963806
	Iteration 37Q: 3 clusters Score -739042.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -739077.250000 Penalty: 910.963806
	Iteration 38Q: 3 clusters Score -739077.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -739093.687500 Penalty: 910.963806
	Iteration 39Q: 3 clusters Score -739093.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -739107.625000 Penalty: 910.963806
	Iteration 40F: 3 clusters Score -739107.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -739117.250000 Penalty: 910.963806
	Iteration 41Q: 3 clusters Score -739117.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -739122.562500 Penalty: 910.963806
	Iteration 42Q: 3 clusters Score -739122.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -739126.812500 Penalty: 910.963806
	Iteration 43Q: 3 clusters Score -739126.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -739128.687500 Penalty: 910.963806
	Iteration 44Q: 3 clusters Score -739128.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -739132.500000 Penalty: 910.963806
	Iteration 45Q: 3 clusters Score -739132.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -739132.812500 Penalty: 910.963806
	Iteration 46Q: 3 clusters Score -739132.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -739134.312500 Penalty: 910.963806
	Iteration 47Q: 3 clusters Score -739134.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -739140.125000 Penalty: 910.963806
	Iteration 48Q: 3 clusters Score -739140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -739141.250000 Penalty: 910.963806
	Iteration 49Q: 3 clusters Score -739141.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -739140.937500 Penalty: 910.963806
	Iteration 50Q: 3 clusters Score -739140.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -739140.937500 Penalty: 910.963806
	Iteration 51F: 3 clusters Score -739140.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Entering Unmasked Estep 
Score: -485184.781250 Penalty: 436.500793
	Iteration 0F: 2 clusters Score -485184.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -475409.000000 Penalty: 873.001587
	Iteration 0F: 3 clusters Score -475409 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -479436.156250 Penalty: 873.001587
	Iteration 1F: 3 clusters Score -479436.2 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -479852.125000 Penalty: 873.001587
	Iteration 2F: 3 clusters Score -479852.1 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -480490.656250 Penalty: 873.001587
	Iteration 3F: 3 clusters Score -480490.7 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -481319.812500 Penalty: 873.001587
	Iteration 4F: 3 clusters Score -481319.8 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -482201.093750 Penalty: 873.001587
	Iteration 5F: 3 clusters Score -482201.1 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -483039.843750 Penalty: 873.001587
	Iteration 6F: 3 clusters Score -483039.8 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -483698.125000 Penalty: 873.001587
	Iteration 7Q: 3 clusters Score -483698.1 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -484179.093750 Penalty: 873.001587
	Iteration 8Q: 3 clusters Score -484179.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -484547.468750 Penalty: 873.001587
	Iteration 9Q: 3 clusters Score -484547.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -484782.062500 Penalty: 873.001587
	Iteration 10Q: 3 clusters Score -484782.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -484882.625000 Penalty: 873.001587
	Iteration 11Q: 3 clusters Score -484882.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -484929.500000 Penalty: 873.001587
	Iteration 12Q: 3 clusters Score -484929.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -484956.437500 Penalty: 873.001587
	Iteration 13Q: 3 clusters Score -484956.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -484972.531250 Penalty: 873.001587
	Iteration 14Q: 3 clusters Score -484972.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -484981.593750 Penalty: 873.001587
	Iteration 15Q: 3 clusters Score -484981.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -484990.750000 Penalty: 873.001587
	Iteration 16Q: 3 clusters Score -484990.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -484997.250000 Penalty: 873.001587
	Iteration 17Q: 3 clusters Score -484997.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -485002.000000 Penalty: 873.001587
	Iteration 18Q: 3 clusters Score -485002 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -485006.281250 Penalty: 873.001587
	Iteration 19Q: 3 clusters Score -485006.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -485015.437500 Penalty: 873.001587
	Iteration 20F: 3 clusters Score -485015.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -485019.375000 Penalty: 873.001587
	Iteration 21Q: 3 clusters Score -485019.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -485024.093750 Penalty: 873.001587
	Iteration 22Q: 3 clusters Score -485024.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -485026.718750 Penalty: 873.001587
	Iteration 23Q: 3 clusters Score -485026.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -485027.968750 Penalty: 873.001587
	Iteration 24Q: 3 clusters Score -485028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -485031.000000 Penalty: 873.001587
	Iteration 25Q: 3 clusters Score -485031 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -485032.125000 Penalty: 873.001587
	Iteration 26Q: 3 clusters Score -485032.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -485033.375000 Penalty: 873.001587
	Iteration 27Q: 3 clusters Score -485033.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -485034.562500 Penalty: 873.001587
	Iteration 28Q: 3 clusters Score -485034.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -485035.093750 Penalty: 873.001587
	Iteration 29Q: 3 clusters Score -485035.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -485035.843750 Penalty: 873.001587
	Iteration 30Q: 3 clusters Score -485035.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -485037.187500 Penalty: 873.001587
	Iteration 31Q: 3 clusters Score -485037.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -485038.062500 Penalty: 873.001587
	Iteration 32Q: 3 clusters Score -485038.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -485038.281250 Penalty: 873.001587
	Iteration 33Q: 3 clusters Score -485038.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -485040.750000 Penalty: 873.001587
	Iteration 34Q: 3 clusters Score -485040.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -485042.843750 Penalty: 873.001587
	Iteration 35Q: 3 clusters Score -485042.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13013 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -485041.656250 Penalty: 873.001587
	Iteration 36Q: 3 clusters Score -485041.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -485043.156250 Penalty: 873.001587
	Iteration 37Q: 3 clusters Score -485043.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -485042.750000 Penalty: 873.001587
	Iteration 38Q: 3 clusters Score -485042.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -485042.906250 Penalty: 873.001587
	Iteration 39Q: 3 clusters Score -485042.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -485043.656250 Penalty: 873.001587
	Iteration 40F: 3 clusters Score -485043.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -485044.593750 Penalty: 873.001587
	Iteration 41Q: 3 clusters Score -485044.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -485046.125000 Penalty: 873.001587
	Iteration 42Q: 3 clusters Score -485046.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -485048.062500 Penalty: 873.001587
	Iteration 43Q: 3 clusters Score -485048.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -485049.906250 Penalty: 873.001587
	Iteration 44Q: 3 clusters Score -485049.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -485049.156250 Penalty: 873.001587
	Iteration 45Q: 3 clusters Score -485049.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -485050.312500 Penalty: 873.001587
	Iteration 46Q: 3 clusters Score -485050.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -485054.500000 Penalty: 873.001587
	Iteration 47Q: 3 clusters Score -485054.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -485056.562500 Penalty: 873.001587
	Iteration 48Q: 3 clusters Score -485056.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -485058.031250 Penalty: 873.001587
	Iteration 49Q: 3 clusters Score -485058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -485060.187500 Penalty: 873.001587
	Iteration 50Q: 3 clusters Score -485060.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -485060.593750 Penalty: 873.001587
	Iteration 51Q: 3 clusters Score -485060.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -485061.593750 Penalty: 873.001587
	Iteration 52Q: 3 clusters Score -485061.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -485062.468750 Penalty: 873.001587
	Iteration 53Q: 3 clusters Score -485062.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -485064.406250 Penalty: 873.001587
	Iteration 54Q: 3 clusters Score -485064.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -485065.781250 Penalty: 873.001587
	Iteration 55Q: 3 clusters Score -485065.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -485065.812500 Penalty: 873.001587
	Iteration 56Q: 3 clusters Score -485065.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -485066.281250 Penalty: 873.001587
	Iteration 57Q: 3 clusters Score -485066.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -485066.250000 Penalty: 873.001587
	Iteration 58Q: 3 clusters Score -485066.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -485066.750000 Penalty: 873.001587
	Iteration 59Q: 3 clusters Score -485066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -485067.593750 Penalty: 873.001587
	Iteration 60F: 3 clusters Score -485067.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -485067.062500 Penalty: 873.001587
	Iteration 61Q: 3 clusters Score -485067.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -485066.968750 Penalty: 873.001587
	Iteration 62Q: 3 clusters Score -485067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -485066.562500 Penalty: 873.001587
	Iteration 63Q: 3 clusters Score -485066.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -485067.531250 Penalty: 873.001587
	Iteration 64Q: 3 clusters Score -485067.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -485067.281250 Penalty: 873.001587
	Iteration 65Q: 3 clusters Score -485067.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -485069.000000 Penalty: 873.001587
	Iteration 66Q: 3 clusters Score -485069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -485069.281250 Penalty: 873.001587
	Iteration 67Q: 3 clusters Score -485069.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -485072.218750 Penalty: 873.001587
	Iteration 68Q: 3 clusters Score -485072.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -485075.031250 Penalty: 873.001587
	Iteration 69Q: 3 clusters Score -485075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -485074.968750 Penalty: 873.001587
	Iteration 70Q: 3 clusters Score -485075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -485074.812500 Penalty: 873.001587
	Iteration 71Q: 3 clusters Score -485074.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -485074.656250 Penalty: 873.001587
	Iteration 72Q: 3 clusters Score -485074.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -485074.281250 Penalty: 873.001587
	Iteration 73Q: 3 clusters Score -485074.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -485074.937500 Penalty: 873.001587
	Iteration 74Q: 3 clusters Score -485074.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -485074.906250 Penalty: 873.001587
	Iteration 75Q: 3 clusters Score -485074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -485074.000000 Penalty: 873.001587
	Iteration 76Q: 3 clusters Score -485074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -485074.000000 Penalty: 873.001587
	Iteration 77F: 3 clusters Score -485074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Entering Unmasked Estep 
Score: -6631.800293 Penalty: 262.600555
	Iteration 0F: 2 clusters Score -6631.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6284.984863 Penalty: 525.201111
	Iteration 0F: 3 clusters Score -6284.985 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6467.785645 Penalty: 525.201111
	Iteration 1F: 3 clusters Score -6467.786 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6512.414062 Penalty: 525.201111
	Iteration 2F: 3 clusters Score -6512.414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6537.409668 Penalty: 525.201111
	Iteration 3F: 3 clusters Score -6537.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6551.275879 Penalty: 525.201111
	Iteration 4Q: 3 clusters Score -6551.276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6557.769043 Penalty: 525.201111
	Iteration 5Q: 3 clusters Score -6557.769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6565.769531 Penalty: 525.201111
	Iteration 6Q: 3 clusters Score -6565.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6575.024414 Penalty: 525.201111
	Iteration 7Q: 3 clusters Score -6575.024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -6589.323730 Penalty: 525.201111
	Iteration 8Q: 3 clusters Score -6589.324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6608.888672 Penalty: 525.201111
	Iteration 9Q: 3 clusters Score -6608.889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -6619.634277 Penalty: 525.201111
	Iteration 10Q: 3 clusters Score -6619.634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -6628.097656 Penalty: 525.201111
	Iteration 11Q: 3 clusters Score -6628.098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6632.843262 Penalty: 525.201111
	Iteration 12Q: 3 clusters Score -6632.843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6634.640137 Penalty: 525.201111
	Iteration 13Q: 3 clusters Score -6634.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6634.938477 Penalty: 525.201111
	Iteration 14Q: 3 clusters Score -6634.938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -6634.938477 Penalty: 525.201111
	Iteration 15F: 3 clusters Score -6634.938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 23583 members 
Mstep: Class 4 contains 4576 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 119259 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 6823 members 
Mstep: Class 10 contains 150779 members 
Mstep: Class 11 contains 58990 members 
Mstep: Class 12 contains 4243 members 
Mstep: Class 13 contains 24417 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 21066 members 
Mstep: Class 18 contains 8019 members 
Mstep: Class 19 contains 22261 members 
Mstep: Class 20 contains 14668 members 
Mstep: Class 21 contains 140 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 4721 members 
Mstep: Class 24 contains 181 members 
Entering Unmasked Estep 
Score: -15731695.000000 Penalty: 14378.957031
Splitting cluster 21 changes total score from -15732015.000000 to -15731695.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Entering Unmasked Estep 
Score: -102742.882812 Penalty: 369.092712
	Iteration 0F: 2 clusters Score -102742.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -100455.859375 Penalty: 738.185425
	Iteration 0F: 3 clusters Score -100455.9 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -101214.429688 Penalty: 738.185425
	Iteration 1F: 3 clusters Score -101214.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -101320.515625 Penalty: 738.185425
	Iteration 2F: 3 clusters Score -101320.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -101423.398438 Penalty: 738.185425
	Iteration 3F: 3 clusters Score -101423.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -101517.890625 Penalty: 738.185425
	Iteration 4F: 3 clusters Score -101517.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -101590.687500 Penalty: 738.185425
	Iteration 5Q: 3 clusters Score -101590.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -101646.265625 Penalty: 738.185425
	Iteration 6Q: 3 clusters Score -101646.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -101708.304688 Penalty: 738.185425
	Iteration 7Q: 3 clusters Score -101708.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -101779.289062 Penalty: 738.185425
	Iteration 8Q: 3 clusters Score -101779.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -101843.406250 Penalty: 738.185425
	Iteration 9Q: 3 clusters Score -101843.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -101901.812500 Penalty: 738.185425
	Iteration 10Q: 3 clusters Score -101901.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -101936.617188 Penalty: 738.185425
	Iteration 11Q: 3 clusters Score -101936.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -101961.156250 Penalty: 738.185425
	Iteration 12Q: 3 clusters Score -101961.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -101982.765625 Penalty: 738.185425
	Iteration 13Q: 3 clusters Score -101982.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -101997.000000 Penalty: 738.185425
	Iteration 14Q: 3 clusters Score -101997 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -102003.296875 Penalty: 738.185425
	Iteration 15Q: 3 clusters Score -102003.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -102008.406250 Penalty: 738.185425
	Iteration 16Q: 3 clusters Score -102008.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -102013.148438 Penalty: 738.185425
	Iteration 17Q: 3 clusters Score -102013.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -102019.671875 Penalty: 738.185425
	Iteration 18Q: 3 clusters Score -102019.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -102027.640625 Penalty: 738.185425
	Iteration 19Q: 3 clusters Score -102027.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -102037.812500 Penalty: 738.185425
	Iteration 20F: 3 clusters Score -102037.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -102052.093750 Penalty: 738.185425
	Iteration 21Q: 3 clusters Score -102052.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -102061.546875 Penalty: 738.185425
	Iteration 22Q: 3 clusters Score -102061.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -102072.179688 Penalty: 738.185425
	Iteration 23Q: 3 clusters Score -102072.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -102080.078125 Penalty: 738.185425
	Iteration 24Q: 3 clusters Score -102080.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -102087.140625 Penalty: 738.185425
	Iteration 25Q: 3 clusters Score -102087.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -102096.148438 Penalty: 738.185425
	Iteration 26Q: 3 clusters Score -102096.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -102106.015625 Penalty: 738.185425
	Iteration 27Q: 3 clusters Score -102106 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -102116.296875 Penalty: 738.185425
	Iteration 28Q: 3 clusters Score -102116.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -102126.421875 Penalty: 738.185425
	Iteration 29Q: 3 clusters Score -102126.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -102139.132812 Penalty: 738.185425
	Iteration 30Q: 3 clusters Score -102139.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -102148.664062 Penalty: 738.185425
	Iteration 31Q: 3 clusters Score -102148.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -102156.039062 Penalty: 738.185425
	Iteration 32Q: 3 clusters Score -102156 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -102162.921875 Penalty: 738.185425
	Iteration 33Q: 3 clusters Score -102162.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -102169.453125 Penalty: 738.185425
	Iteration 34Q: 3 clusters Score -102169.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -102176.757812 Penalty: 738.185425
	Iteration 35Q: 3 clusters Score -102176.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -102183.906250 Penalty: 738.185425
	Iteration 36Q: 3 clusters Score -102183.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -102190.398438 Penalty: 738.185425
	Iteration 37Q: 3 clusters Score -102190.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -102198.757812 Penalty: 738.185425
	Iteration 38Q: 3 clusters Score -102198.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -102205.460938 Penalty: 738.185425
	Iteration 39Q: 3 clusters Score -102205.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -102211.335938 Penalty: 738.185425
	Iteration 40F: 3 clusters Score -102211.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -102219.179688 Penalty: 738.185425
	Iteration 41Q: 3 clusters Score -102219.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -102230.210938 Penalty: 738.185425
	Iteration 42Q: 3 clusters Score -102230.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -102244.429688 Penalty: 738.185425
	Iteration 43Q: 3 clusters Score -102244.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -102252.382812 Penalty: 738.185425
	Iteration 44Q: 3 clusters Score -102252.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -102260.710938 Penalty: 738.185425
	Iteration 45Q: 3 clusters Score -102260.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -102271.867188 Penalty: 738.185425
	Iteration 46Q: 3 clusters Score -102271.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -102282.226562 Penalty: 738.185425
	Iteration 47Q: 3 clusters Score -102282.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -102294.289062 Penalty: 738.185425
	Iteration 48Q: 3 clusters Score -102294.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -102304.773438 Penalty: 738.185425
	Iteration 49Q: 3 clusters Score -102304.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -102312.781250 Penalty: 738.185425
	Iteration 50Q: 3 clusters Score -102312.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -102321.867188 Penalty: 738.185425
	Iteration 51Q: 3 clusters Score -102321.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -102328.171875 Penalty: 738.185425
	Iteration 52Q: 3 clusters Score -102328.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -102333.234375 Penalty: 738.185425
	Iteration 53Q: 3 clusters Score -102333.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -102338.625000 Penalty: 738.185425
	Iteration 54Q: 3 clusters Score -102338.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -102343.117188 Penalty: 738.185425
	Iteration 55Q: 3 clusters Score -102343.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -102348.828125 Penalty: 738.185425
	Iteration 56Q: 3 clusters Score -102348.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -102353.437500 Penalty: 738.185425
	Iteration 57Q: 3 clusters Score -102353.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -102356.101562 Penalty: 738.185425
	Iteration 58Q: 3 clusters Score -102356.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -102358.726562 Penalty: 738.185425
	Iteration 59Q: 3 clusters Score -102358.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -102363.343750 Penalty: 738.185425
	Iteration 60F: 3 clusters Score -102363.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -102368.062500 Penalty: 738.185425
	Iteration 61Q: 3 clusters Score -102368.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -102371.023438 Penalty: 738.185425
	Iteration 62Q: 3 clusters Score -102371 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -102372.140625 Penalty: 738.185425
	Iteration 63Q: 3 clusters Score -102372.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -102375.945312 Penalty: 738.185425
	Iteration 64Q: 3 clusters Score -102375.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -102378.085938 Penalty: 738.185425
	Iteration 65Q: 3 clusters Score -102378.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -102379.570312 Penalty: 738.185425
	Iteration 66Q: 3 clusters Score -102379.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -102383.804688 Penalty: 738.185425
	Iteration 67Q: 3 clusters Score -102383.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -102385.273438 Penalty: 738.185425
	Iteration 68Q: 3 clusters Score -102385.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -102387.234375 Penalty: 738.185425
	Iteration 69Q: 3 clusters Score -102387.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -102387.937500 Penalty: 738.185425
	Iteration 70Q: 3 clusters Score -102387.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -102388.953125 Penalty: 738.185425
	Iteration 71Q: 3 clusters Score -102389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -102391.062500 Penalty: 738.185425
	Iteration 72Q: 3 clusters Score -102391.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -102392.039062 Penalty: 738.185425
	Iteration 73Q: 3 clusters Score -102392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -102393.632812 Penalty: 738.185425
	Iteration 74Q: 3 clusters Score -102393.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -102394.125000 Penalty: 738.185425
	Iteration 75Q: 3 clusters Score -102394.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -102396.062500 Penalty: 738.185425
	Iteration 76Q: 3 clusters Score -102396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -102398.156250 Penalty: 738.185425
	Iteration 77Q: 3 clusters Score -102398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -102398.820312 Penalty: 738.185425
	Iteration 78Q: 3 clusters Score -102398.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -102398.898438 Penalty: 738.185425
	Iteration 79Q: 3 clusters Score -102398.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -102398.898438 Penalty: 738.185425
	Iteration 80F: 3 clusters Score -102398.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Entering Unmasked Estep 
Score: -138711.921875 Penalty: 384.919800
	Iteration 0F: 2 clusters Score -138711.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -135517.921875 Penalty: 769.839600
	Iteration 0F: 3 clusters Score -135517.9 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -136930.265625 Penalty: 769.839600
	Iteration 1F: 3 clusters Score -136930.3 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -137348.531250 Penalty: 769.839600
	Iteration 2F: 3 clusters Score -137348.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -137794.734375 Penalty: 769.839600
	Iteration 3F: 3 clusters Score -137794.7 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -138113.781250 Penalty: 769.839600
	Iteration 4F: 3 clusters Score -138113.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -138321.453125 Penalty: 769.839600
	Iteration 5F: 3 clusters Score -138321.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -138434.828125 Penalty: 769.839600
	Iteration 6Q: 3 clusters Score -138434.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -138504.718750 Penalty: 769.839600
	Iteration 7Q: 3 clusters Score -138504.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -138563.546875 Penalty: 769.839600
	Iteration 8Q: 3 clusters Score -138563.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -138600.250000 Penalty: 769.839600
	Iteration 9Q: 3 clusters Score -138600.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -138634.046875 Penalty: 769.839600
	Iteration 10Q: 3 clusters Score -138634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -138649.140625 Penalty: 769.839600
	Iteration 11Q: 3 clusters Score -138649.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -138660.750000 Penalty: 769.839600
	Iteration 12Q: 3 clusters Score -138660.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -138673.765625 Penalty: 769.839600
	Iteration 13Q: 3 clusters Score -138673.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -138686.437500 Penalty: 769.839600
	Iteration 14Q: 3 clusters Score -138686.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -138696.562500 Penalty: 769.839600
	Iteration 15Q: 3 clusters Score -138696.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -138707.890625 Penalty: 769.839600
	Iteration 16Q: 3 clusters Score -138707.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -138712.546875 Penalty: 769.839600
	Iteration 17Q: 3 clusters Score -138712.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -138715.203125 Penalty: 769.839600
	Iteration 18Q: 3 clusters Score -138715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -138718.375000 Penalty: 769.839600
	Iteration 19Q: 3 clusters Score -138718.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -138719.937500 Penalty: 769.839600
	Iteration 20F: 3 clusters Score -138719.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -138720.406250 Penalty: 769.839600
	Iteration 21Q: 3 clusters Score -138720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -138720.656250 Penalty: 769.839600
	Iteration 22Q: 3 clusters Score -138720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -138720.671875 Penalty: 769.839600
	Iteration 23Q: 3 clusters Score -138720.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -138721.140625 Penalty: 769.839600
	Iteration 24Q: 3 clusters Score -138721.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -138721.140625 Penalty: 769.839600
	Iteration 25Q: 3 clusters Score -138721.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -138721.453125 Penalty: 769.839600
	Iteration 26Q: 3 clusters Score -138721.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -138722.015625 Penalty: 769.839600
	Iteration 27Q: 3 clusters Score -138722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -138722.125000 Penalty: 769.839600
	Iteration 28Q: 3 clusters Score -138722.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -138722.812500 Penalty: 769.839600
	Iteration 29Q: 3 clusters Score -138722.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -138723.234375 Penalty: 769.839600
	Iteration 30Q: 3 clusters Score -138723.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -138723.812500 Penalty: 769.839600
	Iteration 31Q: 3 clusters Score -138723.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -138724.171875 Penalty: 769.839600
	Iteration 32Q: 3 clusters Score -138724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -138724.171875 Penalty: 769.839600
	Iteration 33F: 3 clusters Score -138724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 23583 members 
Mstep: Class 4 contains 4576 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 119259 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 6823 members 
Mstep: Class 10 contains 150779 members 
Mstep: Class 11 contains 58990 members 
Mstep: Class 12 contains 4243 members 
Mstep: Class 13 contains 24417 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 21066 members 
Mstep: Class 18 contains 8019 members 
Mstep: Class 19 contains 22261 members 
Mstep: Class 20 contains 14668 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 282 members 
Mstep: Class 24 contains 4439 members 
Entering Unmasked Estep 
Score: -15731831.000000 Penalty: 14378.957031
Splitting cluster 23 changes total score from -15732015.000000 to -15731831.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 23583 members 
Mstep: Class 4 contains 4576 members 
Mstep: Class 5 contains 1796 members 
Mstep: Class 6 contains 3248 members 
Mstep: Class 7 contains 119259 members 
Mstep: Class 8 contains 2557 members 
Mstep: Class 9 contains 6823 members 
Mstep: Class 10 contains 150779 members 
Mstep: Class 11 contains 58990 members 
Mstep: Class 12 contains 4243 members 
Mstep: Class 13 contains 24417 members 
Mstep: Class 14 contains 1921 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 21066 members 
Mstep: Class 18 contains 8019 members 
Mstep: Class 19 contains 22261 members 
Mstep: Class 20 contains 14668 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 3334 members 
Mstep: Class 23 contains 4721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732041.000000 Penalty: 13779.833984
Iteration 239Q: 24 clusters Score -1.573204e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30504 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 23576 members 
Mstep: Class 4 contains 4574 members 
Mstep: Class 5 contains 1797 members 
Mstep: Class 6 contains 3247 members 
Mstep: Class 7 contains 119265 members 
Mstep: Class 8 contains 2556 members 
Mstep: Class 9 contains 6822 members 
Mstep: Class 10 contains 150786 members 
Mstep: Class 11 contains 58989 members 
Mstep: Class 12 contains 4225 members 
Mstep: Class 13 contains 24419 members 
Mstep: Class 14 contains 1923 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9057 members 
Mstep: Class 17 contains 21011 members 
Mstep: Class 18 contains 8023 members 
Mstep: Class 19 contains 22325 members 
Mstep: Class 20 contains 14668 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 3330 members 
Mstep: Class 23 contains 4725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732025.000000 Penalty: 13779.833984
Iteration 240F: 24 clusters Score -1.573202e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 30509 members 
Mstep: Class 2 contains 4984 members 
Mstep: Class 3 contains 23578 members 
Mstep: Class 4 contains 4574 members 
Mstep: Class 5 contains 1798 members 
Mstep: Class 6 contains 3246 members 
Mstep: Class 7 contains 119268 members 
Mstep: Class 8 contains 2552 members 
Mstep: Class 9 contains 6822 members 
Mstep: Class 10 contains 150784 members 
Mstep: Class 11 contains 58991 members 
Mstep: Class 12 contains 4208 members 
Mstep: Class 13 contains 24417 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9057 members 
Mstep: Class 17 contains 20962 members 
Mstep: Class 18 contains 8026 members 
Mstep: Class 19 contains 22384 members 
Mstep: Class 20 contains 14670 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3324 members 
Mstep: Class 23 contains 4726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732043.000000 Penalty: 13779.833984
Iteration 241Q: 24 clusters Score -1.573204e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 23576 members 
Mstep: Class 4 contains 4564 members 
Mstep: Class 5 contains 1804 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 7 contains 119273 members 
Mstep: Class 8 contains 2559 members 
Mstep: Class 9 contains 6823 members 
Mstep: Class 10 contains 150780 members 
Mstep: Class 11 contains 58990 members 
Mstep: Class 12 contains 4196 members 
Mstep: Class 13 contains 24413 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 1960 members 
Mstep: Class 16 contains 9058 members 
Mstep: Class 17 contains 20906 members 
Mstep: Class 18 contains 8026 members 
Mstep: Class 19 contains 22449 members 
Mstep: Class 20 contains 14670 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 3325 members 
Mstep: Class 23 contains 4727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732050.000000 Penalty: 13779.833984
Iteration 242Q: 24 clusters Score -1.573205e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 23573 members 
Mstep: Class 4 contains 4550 members 
Mstep: Class 5 contains 1812 members 
Mstep: Class 6 contains 3239 members 
Mstep: Class 7 contains 119279 members 
Mstep: Class 8 contains 2564 members 
Mstep: Class 9 contains 6826 members 
Mstep: Class 10 contains 150783 members 
Mstep: Class 11 contains 58997 members 
Mstep: Class 12 contains 4188 members 
Mstep: Class 13 contains 24410 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 1959 members 
Mstep: Class 16 contains 9054 members 
Mstep: Class 17 contains 20839 members 
Mstep: Class 18 contains 8029 members 
Mstep: Class 19 contains 22512 members 
Mstep: Class 20 contains 14670 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 4728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732015.000000 Penalty: 13779.833984
Iteration 243Q: 24 clusters Score -1.573202e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 3 contains 23567 members 
Mstep: Class 4 contains 4539 members 
Mstep: Class 5 contains 1817 members 
Mstep: Class 6 contains 3230 members 
Mstep: Class 7 contains 119283 members 
Mstep: Class 8 contains 2562 members 
Mstep: Class 9 contains 6830 members 
Mstep: Class 10 contains 150787 members 
Mstep: Class 11 contains 59004 members 
Mstep: Class 12 contains 4173 members 
Mstep: Class 13 contains 24417 members 
Mstep: Class 14 contains 1927 members 
Mstep: Class 15 contains 1959 members 
Mstep: Class 16 contains 9055 members 
Mstep: Class 17 contains 20770 members 
Mstep: Class 18 contains 8032 members 
Mstep: Class 19 contains 22579 members 
Mstep: Class 20 contains 14670 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 4730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731973.000000 Penalty: 13779.833984
Iteration 244Q: 24 clusters Score -1.573197e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 3 contains 23567 members 
Mstep: Class 4 contains 4525 members 
Mstep: Class 5 contains 1819 members 
Mstep: Class 6 contains 3223 members 
Mstep: Class 7 contains 119281 members 
Mstep: Class 8 contains 2566 members 
Mstep: Class 9 contains 6838 members 
Mstep: Class 10 contains 150788 members 
Mstep: Class 11 contains 59006 members 
Mstep: Class 12 contains 4162 members 
Mstep: Class 13 contains 24415 members 
Mstep: Class 14 contains 1927 members 
Mstep: Class 15 contains 1959 members 
Mstep: Class 16 contains 9053 members 
Mstep: Class 17 contains 20708 members 
Mstep: Class 18 contains 8037 members 
Mstep: Class 19 contains 22659 members 
Mstep: Class 20 contains 14667 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3322 members 
Mstep: Class 23 contains 4733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732023.000000 Penalty: 13779.833984
Iteration 245Q: 24 clusters Score -1.573202e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 4981 members 
Mstep: Class 3 contains 23563 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 1823 members 
Mstep: Class 6 contains 3217 members 
Mstep: Class 7 contains 119285 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 6845 members 
Mstep: Class 10 contains 150791 members 
Mstep: Class 11 contains 59006 members 
Mstep: Class 12 contains 4150 members 
Mstep: Class 13 contains 24417 members 
Mstep: Class 14 contains 1927 members 
Mstep: Class 15 contains 1958 members 
Mstep: Class 16 contains 9049 members 
Mstep: Class 17 contains 20641 members 
Mstep: Class 18 contains 8047 members 
Mstep: Class 19 contains 22750 members 
Mstep: Class 20 contains 14666 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3321 members 
Mstep: Class 23 contains 4731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732048.000000 Penalty: 13779.833984
Iteration 246Q: 24 clusters Score -1.573205e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30502 members 
Mstep: Class 2 contains 4978 members 
Mstep: Class 3 contains 23561 members 
Mstep: Class 4 contains 4515 members 
Mstep: Class 5 contains 1832 members 
Mstep: Class 6 contains 3209 members 
Mstep: Class 7 contains 119292 members 
Mstep: Class 8 contains 2570 members 
Mstep: Class 9 contains 6848 members 
Mstep: Class 10 contains 150802 members 
Mstep: Class 11 contains 59004 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 24422 members 
Mstep: Class 14 contains 1927 members 
Mstep: Class 15 contains 1956 members 
Mstep: Class 16 contains 9043 members 
Mstep: Class 17 contains 20556 members 
Mstep: Class 18 contains 8054 members 
Mstep: Class 19 contains 22827 members 
Mstep: Class 20 contains 14669 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 4734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732048.000000 Penalty: 13779.833984
Iteration 247Q: 24 clusters Score -1.573205e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 4970 members 
Mstep: Class 3 contains 23554 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 1838 members 
Mstep: Class 6 contains 3208 members 
Mstep: Class 7 contains 119315 members 
Mstep: Class 8 contains 2584 members 
Mstep: Class 9 contains 6846 members 
Mstep: Class 10 contains 150808 members 
Mstep: Class 11 contains 58998 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 24424 members 
Mstep: Class 14 contains 1927 members 
Mstep: Class 15 contains 1956 members 
Mstep: Class 16 contains 9037 members 
Mstep: Class 17 contains 20464 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 22916 members 
Mstep: Class 20 contains 14668 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732116.000000 Penalty: 13779.833984
Iteration 248Q: 24 clusters Score -1.573212e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30487 members 
Mstep: Class 2 contains 4967 members 
Mstep: Class 3 contains 23554 members 
Mstep: Class 4 contains 4505 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 3201 members 
Mstep: Class 7 contains 119343 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 9 contains 6841 members 
Mstep: Class 10 contains 150807 members 
Mstep: Class 11 contains 58996 members 
Mstep: Class 12 contains 4135 members 
Mstep: Class 13 contains 24433 members 
Mstep: Class 14 contains 1927 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 9028 members 
Mstep: Class 17 contains 20346 members 
Mstep: Class 18 contains 8061 members 
Mstep: Class 19 contains 23017 members 
Mstep: Class 20 contains 14665 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732106.000000 Penalty: 13779.833984
Iteration 249Q: 24 clusters Score -1.573211e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 23553 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 1844 members 
Mstep: Class 6 contains 3199 members 
Mstep: Class 7 contains 119376 members 
Mstep: Class 8 contains 2603 members 
Mstep: Class 9 contains 6835 members 
Mstep: Class 10 contains 150801 members 
Mstep: Class 11 contains 58985 members 
Mstep: Class 12 contains 4136 members 
Mstep: Class 13 contains 24428 members 
Mstep: Class 14 contains 1926 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 9016 members 
Mstep: Class 17 contains 20223 members 
Mstep: Class 18 contains 8073 members 
Mstep: Class 19 contains 23121 members 
Mstep: Class 20 contains 14666 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3314 members 
Mstep: Class 23 contains 4750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732130.000000 Penalty: 13779.833984
Iteration 250Q: 24 clusters Score -1.573213e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 4964 members 
Mstep: Class 3 contains 23554 members 
Mstep: Class 4 contains 4503 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 3194 members 
Mstep: Class 7 contains 119396 members 
Mstep: Class 8 contains 2605 members 
Mstep: Class 9 contains 6831 members 
Mstep: Class 10 contains 150797 members 
Mstep: Class 11 contains 58978 members 
Mstep: Class 12 contains 4138 members 
Mstep: Class 13 contains 24426 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 9012 members 
Mstep: Class 17 contains 20096 members 
Mstep: Class 18 contains 8076 members 
Mstep: Class 19 contains 23229 members 
Mstep: Class 20 contains 14665 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732099.000000 Penalty: 13779.833984
Iteration 251Q: 24 clusters Score -1.57321e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 4965 members 
Mstep: Class 3 contains 23554 members 
Mstep: Class 4 contains 4504 members 
Mstep: Class 5 contains 1844 members 
Mstep: Class 6 contains 3192 members 
Mstep: Class 7 contains 119422 members 
Mstep: Class 8 contains 2610 members 
Mstep: Class 9 contains 6830 members 
Mstep: Class 10 contains 150793 members 
Mstep: Class 11 contains 58975 members 
Mstep: Class 12 contains 4140 members 
Mstep: Class 13 contains 24423 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 9000 members 
Mstep: Class 17 contains 19935 members 
Mstep: Class 18 contains 8081 members 
Mstep: Class 19 contains 23351 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 4759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732098.000000 Penalty: 13779.833984
Iteration 252Q: 24 clusters Score -1.57321e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30552 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 23555 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 119447 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 6822 members 
Mstep: Class 10 contains 150790 members 
Mstep: Class 11 contains 58962 members 
Mstep: Class 12 contains 4132 members 
Mstep: Class 13 contains 24423 members 
Mstep: Class 14 contains 1924 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 8995 members 
Mstep: Class 17 contains 19764 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 23484 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3312 members 
Mstep: Class 23 contains 4765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732085.000000 Penalty: 13779.833984
Iteration 253Q: 24 clusters Score -1.573208e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30574 members 
Mstep: Class 2 contains 4978 members 
Mstep: Class 3 contains 23548 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 119466 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 6817 members 
Mstep: Class 10 contains 150789 members 
Mstep: Class 11 contains 58949 members 
Mstep: Class 12 contains 4121 members 
Mstep: Class 13 contains 24427 members 
Mstep: Class 14 contains 1924 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 8994 members 
Mstep: Class 17 contains 19594 members 
Mstep: Class 18 contains 8091 members 
Mstep: Class 19 contains 23622 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732090.000000 Penalty: 13779.833984
Iteration 254Q: 24 clusters Score -1.573209e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30606 members 
Mstep: Class 2 contains 4983 members 
Mstep: Class 3 contains 23536 members 
Mstep: Class 4 contains 4507 members 
Mstep: Class 5 contains 1846 members 
Mstep: Class 6 contains 3187 members 
Mstep: Class 7 contains 119488 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 6811 members 
Mstep: Class 10 contains 150784 members 
Mstep: Class 11 contains 58933 members 
Mstep: Class 12 contains 4114 members 
Mstep: Class 13 contains 24425 members 
Mstep: Class 14 contains 1927 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 8992 members 
Mstep: Class 17 contains 19418 members 
Mstep: Class 18 contains 8100 members 
Mstep: Class 19 contains 23756 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732136.000000 Penalty: 13779.833984
Iteration 255Q: 24 clusters Score -1.573214e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30639 members 
Mstep: Class 2 contains 4988 members 
Mstep: Class 3 contains 23526 members 
Mstep: Class 4 contains 4510 members 
Mstep: Class 5 contains 1846 members 
Mstep: Class 6 contains 3189 members 
Mstep: Class 7 contains 119493 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 6805 members 
Mstep: Class 10 contains 150785 members 
Mstep: Class 11 contains 58919 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 24428 members 
Mstep: Class 14 contains 1929 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 8987 members 
Mstep: Class 17 contains 19232 members 
Mstep: Class 18 contains 8112 members 
Mstep: Class 19 contains 23902 members 
Mstep: Class 20 contains 14664 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3311 members 
Mstep: Class 23 contains 4784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732186.000000 Penalty: 13779.833984
Iteration 256Q: 24 clusters Score -1.573219e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30675 members 
Mstep: Class 2 contains 4995 members 
Mstep: Class 3 contains 23521 members 
Mstep: Class 4 contains 4511 members 
Mstep: Class 5 contains 1846 members 
Mstep: Class 6 contains 3183 members 
Mstep: Class 7 contains 119499 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 6797 members 
Mstep: Class 10 contains 150777 members 
Mstep: Class 11 contains 58911 members 
Mstep: Class 12 contains 4096 members 
Mstep: Class 13 contains 24425 members 
Mstep: Class 14 contains 1930 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 8981 members 
Mstep: Class 17 contains 19045 members 
Mstep: Class 18 contains 8128 members 
Mstep: Class 19 contains 24058 members 
Mstep: Class 20 contains 14666 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3311 members 
Mstep: Class 23 contains 4787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732212.000000 Penalty: 13779.833984
Iteration 257Q: 24 clusters Score -1.573221e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 23511 members 
Mstep: Class 4 contains 4519 members 
Mstep: Class 5 contains 1846 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 119513 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 6790 members 
Mstep: Class 10 contains 150773 members 
Mstep: Class 11 contains 58911 members 
Mstep: Class 12 contains 4101 members 
Mstep: Class 13 contains 24424 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 8968 members 
Mstep: Class 17 contains 18849 members 
Mstep: Class 18 contains 8141 members 
Mstep: Class 19 contains 24230 members 
Mstep: Class 20 contains 14667 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3311 members 
Mstep: Class 23 contains 4789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732274.000000 Penalty: 13779.833984
Iteration 258Q: 24 clusters Score -1.573227e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 5005 members 
Mstep: Class 3 contains 23505 members 
Mstep: Class 4 contains 4518 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 119527 members 
Mstep: Class 8 contains 2694 members 
Mstep: Class 9 contains 6787 members 
Mstep: Class 10 contains 150772 members 
Mstep: Class 11 contains 58909 members 
Mstep: Class 12 contains 4095 members 
Mstep: Class 13 contains 24422 members 
Mstep: Class 14 contains 1930 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 8960 members 
Mstep: Class 17 contains 18634 members 
Mstep: Class 18 contains 8150 members 
Mstep: Class 19 contains 24406 members 
Mstep: Class 20 contains 14666 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3310 members 
Mstep: Class 23 contains 4789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732258.000000 Penalty: 13779.833984
Iteration 259Q: 24 clusters Score -1.573226e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 5014 members 
Mstep: Class 3 contains 23501 members 
Mstep: Class 4 contains 4520 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 119533 members 
Mstep: Class 8 contains 2719 members 
Mstep: Class 9 contains 6784 members 
Mstep: Class 10 contains 150771 members 
Mstep: Class 11 contains 58914 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 24420 members 
Mstep: Class 14 contains 1931 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 8950 members 
Mstep: Class 17 contains 18390 members 
Mstep: Class 18 contains 8156 members 
Mstep: Class 19 contains 24607 members 
Mstep: Class 20 contains 14665 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3310 members 
Mstep: Class 23 contains 4789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732335.000000 Penalty: 13779.833984
Iteration 260F: 24 clusters Score -1.573234e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 5020 members 
Mstep: Class 3 contains 23494 members 
Mstep: Class 4 contains 4536 members 
Mstep: Class 5 contains 1845 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 119550 members 
Mstep: Class 8 contains 2740 members 
Mstep: Class 9 contains 6782 members 
Mstep: Class 10 contains 150768 members 
Mstep: Class 11 contains 58899 members 
Mstep: Class 12 contains 4065 members 
Mstep: Class 13 contains 24414 members 
Mstep: Class 14 contains 1934 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 8946 members 
Mstep: Class 17 contains 18129 members 
Mstep: Class 18 contains 8159 members 
Mstep: Class 19 contains 24829 members 
Mstep: Class 20 contains 14665 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3310 members 
Mstep: Class 23 contains 4791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732413.000000 Penalty: 13779.833984
Iteration 261Q: 24 clusters Score -1.573241e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 5026 members 
Mstep: Class 3 contains 23479 members 
Mstep: Class 4 contains 4544 members 
Mstep: Class 5 contains 1844 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 119565 members 
Mstep: Class 8 contains 2761 members 
Mstep: Class 9 contains 6778 members 
Mstep: Class 10 contains 150763 members 
Mstep: Class 11 contains 58897 members 
Mstep: Class 12 contains 4048 members 
Mstep: Class 13 contains 24419 members 
Mstep: Class 14 contains 1942 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 8941 members 
Mstep: Class 17 contains 17882 members 
Mstep: Class 18 contains 8167 members 
Mstep: Class 19 contains 25025 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3309 members 
Mstep: Class 23 contains 4794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732435.000000 Penalty: 13779.833984
Iteration 262Q: 24 clusters Score -1.573244e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30805 members 
Mstep: Class 2 contains 5029 members 
Mstep: Class 3 contains 23464 members 
Mstep: Class 4 contains 4549 members 
Mstep: Class 5 contains 1844 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 119583 members 
Mstep: Class 8 contains 2781 members 
Mstep: Class 9 contains 6769 members 
Mstep: Class 10 contains 150764 members 
Mstep: Class 11 contains 58887 members 
Mstep: Class 12 contains 4034 members 
Mstep: Class 13 contains 24433 members 
Mstep: Class 14 contains 1953 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 8938 members 
Mstep: Class 17 contains 17634 members 
Mstep: Class 18 contains 8169 members 
Mstep: Class 19 contains 25226 members 
Mstep: Class 20 contains 14659 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3309 members 
Mstep: Class 23 contains 4803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732442.000000 Penalty: 13779.833984
Iteration 263Q: 24 clusters Score -1.573244e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 5028 members 
Mstep: Class 3 contains 23452 members 
Mstep: Class 4 contains 4548 members 
Mstep: Class 5 contains 1844 members 
Mstep: Class 6 contains 3174 members 
Mstep: Class 7 contains 119599 members 
Mstep: Class 8 contains 2803 members 
Mstep: Class 9 contains 6763 members 
Mstep: Class 10 contains 150763 members 
Mstep: Class 11 contains 58882 members 
Mstep: Class 12 contains 4018 members 
Mstep: Class 13 contains 24452 members 
Mstep: Class 14 contains 1958 members 
Mstep: Class 15 contains 1951 members 
Mstep: Class 16 contains 8934 members 
Mstep: Class 17 contains 17384 members 
Mstep: Class 18 contains 8173 members 
Mstep: Class 19 contains 25430 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3311 members 
Mstep: Class 23 contains 4809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732458.000000 Penalty: 13779.833984
Iteration 264Q: 24 clusters Score -1.573246e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 5027 members 
Mstep: Class 3 contains 23441 members 
Mstep: Class 4 contains 4558 members 
Mstep: Class 5 contains 1844 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 119606 members 
Mstep: Class 8 contains 2821 members 
Mstep: Class 9 contains 6762 members 
Mstep: Class 10 contains 150757 members 
Mstep: Class 11 contains 58868 members 
Mstep: Class 12 contains 4001 members 
Mstep: Class 13 contains 24473 members 
Mstep: Class 14 contains 1965 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 8928 members 
Mstep: Class 17 contains 17129 members 
Mstep: Class 18 contains 8178 members 
Mstep: Class 19 contains 25645 members 
Mstep: Class 20 contains 14659 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732492.000000 Penalty: 13779.833984
Iteration 265Q: 24 clusters Score -1.573249e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 5030 members 
Mstep: Class 3 contains 23437 members 
Mstep: Class 4 contains 4565 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 3169 members 
Mstep: Class 7 contains 119609 members 
Mstep: Class 8 contains 2835 members 
Mstep: Class 9 contains 6761 members 
Mstep: Class 10 contains 150751 members 
Mstep: Class 11 contains 58855 members 
Mstep: Class 12 contains 3985 members 
Mstep: Class 13 contains 24487 members 
Mstep: Class 14 contains 1970 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 8925 members 
Mstep: Class 17 contains 16897 members 
Mstep: Class 18 contains 8180 members 
Mstep: Class 19 contains 25848 members 
Mstep: Class 20 contains 14658 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732498.000000 Penalty: 13779.833984
Iteration 266Q: 24 clusters Score -1.57325e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 5034 members 
Mstep: Class 3 contains 23425 members 
Mstep: Class 4 contains 4575 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 3163 members 
Mstep: Class 7 contains 119613 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 6759 members 
Mstep: Class 10 contains 150751 members 
Mstep: Class 11 contains 58840 members 
Mstep: Class 12 contains 3972 members 
Mstep: Class 13 contains 24500 members 
Mstep: Class 14 contains 1981 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 16651 members 
Mstep: Class 18 contains 8182 members 
Mstep: Class 19 contains 26063 members 
Mstep: Class 20 contains 14656 members 
Mstep: Class 21 contains 329 members 
Mstep: Class 22 contains 3316 members 
Mstep: Class 23 contains 4825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732544.000000 Penalty: 13779.833984
Iteration 267Q: 24 clusters Score -1.573254e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 23412 members 
Mstep: Class 4 contains 4588 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 3157 members 
Mstep: Class 7 contains 119626 members 
Mstep: Class 8 contains 2858 members 
Mstep: Class 9 contains 6757 members 
Mstep: Class 10 contains 150750 members 
Mstep: Class 11 contains 58820 members 
Mstep: Class 12 contains 3962 members 
Mstep: Class 13 contains 24507 members 
Mstep: Class 14 contains 1988 members 
Mstep: Class 15 contains 1953 members 
Mstep: Class 16 contains 8918 members 
Mstep: Class 17 contains 16419 members 
Mstep: Class 18 contains 8189 members 
Mstep: Class 19 contains 26258 members 
Mstep: Class 20 contains 14652 members 
Mstep: Class 21 contains 330 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 4829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732578.000000 Penalty: 13779.833984
Iteration 268Q: 24 clusters Score -1.573258e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30930 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 3 contains 23411 members 
Mstep: Class 4 contains 4593 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 3152 members 
Mstep: Class 7 contains 119630 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 9 contains 6755 members 
Mstep: Class 10 contains 150742 members 
Mstep: Class 11 contains 58807 members 
Mstep: Class 12 contains 3953 members 
Mstep: Class 13 contains 24522 members 
Mstep: Class 14 contains 1993 members 
Mstep: Class 15 contains 1952 members 
Mstep: Class 16 contains 8908 members 
Mstep: Class 17 contains 16208 members 
Mstep: Class 18 contains 8194 members 
Mstep: Class 19 contains 26448 members 
Mstep: Class 20 contains 14646 members 
Mstep: Class 21 contains 330 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 4828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732638.000000 Penalty: 13779.833984
Iteration 269Q: 24 clusters Score -1.573264e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 23399 members 
Mstep: Class 4 contains 4597 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 3148 members 
Mstep: Class 7 contains 119639 members 
Mstep: Class 8 contains 2889 members 
Mstep: Class 9 contains 6756 members 
Mstep: Class 10 contains 150745 members 
Mstep: Class 11 contains 58800 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 24532 members 
Mstep: Class 14 contains 2002 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8893 members 
Mstep: Class 17 contains 16000 members 
Mstep: Class 18 contains 8200 members 
Mstep: Class 19 contains 26649 members 
Mstep: Class 20 contains 14640 members 
Mstep: Class 21 contains 330 members 
Mstep: Class 22 contains 3321 members 
Mstep: Class 23 contains 4830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732679.000000 Penalty: 13779.833984
Iteration 270Q: 24 clusters Score -1.573268e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 5058 members 
Mstep: Class 3 contains 23389 members 
Mstep: Class 4 contains 4601 members 
Mstep: Class 5 contains 1841 members 
Mstep: Class 6 contains 3141 members 
Mstep: Class 7 contains 119656 members 
Mstep: Class 8 contains 2909 members 
Mstep: Class 9 contains 6756 members 
Mstep: Class 10 contains 150749 members 
Mstep: Class 11 contains 58794 members 
Mstep: Class 12 contains 3918 members 
Mstep: Class 13 contains 24547 members 
Mstep: Class 14 contains 2007 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 8880 members 
Mstep: Class 17 contains 15782 members 
Mstep: Class 18 contains 8211 members 
Mstep: Class 19 contains 26844 members 
Mstep: Class 20 contains 14634 members 
Mstep: Class 21 contains 329 members 
Mstep: Class 22 contains 3323 members 
Mstep: Class 23 contains 4831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732713.000000 Penalty: 13779.833984
Iteration 271Q: 24 clusters Score -1.573271e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 5065 members 
Mstep: Class 3 contains 23375 members 
Mstep: Class 4 contains 4612 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 119662 members 
Mstep: Class 8 contains 2928 members 
Mstep: Class 9 contains 6757 members 
Mstep: Class 10 contains 150742 members 
Mstep: Class 11 contains 58780 members 
Mstep: Class 12 contains 3906 members 
Mstep: Class 13 contains 24566 members 
Mstep: Class 14 contains 2015 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 8869 members 
Mstep: Class 17 contains 15546 members 
Mstep: Class 18 contains 8224 members 
Mstep: Class 19 contains 27043 members 
Mstep: Class 20 contains 14627 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3324 members 
Mstep: Class 23 contains 4831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732746.000000 Penalty: 13779.833984
Iteration 272Q: 24 clusters Score -1.573275e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 5069 members 
Mstep: Class 3 contains 23372 members 
Mstep: Class 4 contains 4619 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 3138 members 
Mstep: Class 7 contains 119664 members 
Mstep: Class 8 contains 2950 members 
Mstep: Class 9 contains 6751 members 
Mstep: Class 10 contains 150734 members 
Mstep: Class 11 contains 58775 members 
Mstep: Class 12 contains 3903 members 
Mstep: Class 13 contains 24569 members 
Mstep: Class 14 contains 2022 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 8855 members 
Mstep: Class 17 contains 15330 members 
Mstep: Class 18 contains 8234 members 
Mstep: Class 19 contains 27219 members 
Mstep: Class 20 contains 14619 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3323 members 
Mstep: Class 23 contains 4833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732753.000000 Penalty: 13779.833984
Iteration 273Q: 24 clusters Score -1.573275e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 5073 members 
Mstep: Class 3 contains 23359 members 
Mstep: Class 4 contains 4627 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 3139 members 
Mstep: Class 7 contains 119666 members 
Mstep: Class 8 contains 2965 members 
Mstep: Class 9 contains 6750 members 
Mstep: Class 10 contains 150731 members 
Mstep: Class 11 contains 58770 members 
Mstep: Class 12 contains 3901 members 
Mstep: Class 13 contains 24581 members 
Mstep: Class 14 contains 2029 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 15134 members 
Mstep: Class 18 contains 8243 members 
Mstep: Class 19 contains 27368 members 
Mstep: Class 20 contains 14614 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 4835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732840.000000 Penalty: 13779.833984
Iteration 274Q: 24 clusters Score -1.573284e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 5077 members 
Mstep: Class 3 contains 23352 members 
Mstep: Class 4 contains 4640 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 3137 members 
Mstep: Class 7 contains 119659 members 
Mstep: Class 8 contains 2971 members 
Mstep: Class 9 contains 6748 members 
Mstep: Class 10 contains 150732 members 
Mstep: Class 11 contains 58776 members 
Mstep: Class 12 contains 3908 members 
Mstep: Class 13 contains 24585 members 
Mstep: Class 14 contains 2036 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 8827 members 
Mstep: Class 17 contains 14934 members 
Mstep: Class 18 contains 8250 members 
Mstep: Class 19 contains 27524 members 
Mstep: Class 20 contains 14611 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 4837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732931.000000 Penalty: 13779.833984
Iteration 275Q: 24 clusters Score -1.573293e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 5079 members 
Mstep: Class 3 contains 23343 members 
Mstep: Class 4 contains 4656 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 3132 members 
Mstep: Class 7 contains 119662 members 
Mstep: Class 8 contains 2978 members 
Mstep: Class 9 contains 6746 members 
Mstep: Class 10 contains 150735 members 
Mstep: Class 11 contains 58775 members 
Mstep: Class 12 contains 3916 members 
Mstep: Class 13 contains 24588 members 
Mstep: Class 14 contains 2037 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 8819 members 
Mstep: Class 17 contains 14750 members 
Mstep: Class 18 contains 8253 members 
Mstep: Class 19 contains 27671 members 
Mstep: Class 20 contains 14609 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3321 members 
Mstep: Class 23 contains 4838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732927.000000 Penalty: 13779.833984
Iteration 276Q: 24 clusters Score -1.573293e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 5085 members 
Mstep: Class 3 contains 23335 members 
Mstep: Class 4 contains 4673 members 
Mstep: Class 5 contains 1842 members 
Mstep: Class 6 contains 3124 members 
Mstep: Class 7 contains 119668 members 
Mstep: Class 8 contains 2985 members 
Mstep: Class 9 contains 6747 members 
Mstep: Class 10 contains 150727 members 
Mstep: Class 11 contains 58768 members 
Mstep: Class 12 contains 3924 members 
Mstep: Class 13 contains 24590 members 
Mstep: Class 14 contains 2042 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 8815 members 
Mstep: Class 17 contains 14571 members 
Mstep: Class 18 contains 8259 members 
Mstep: Class 19 contains 27819 members 
Mstep: Class 20 contains 14610 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3324 members 
Mstep: Class 23 contains 4839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732932.000000 Penalty: 13779.833984
Iteration 277Q: 24 clusters Score -1.573293e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 5087 members 
Mstep: Class 3 contains 23339 members 
Mstep: Class 4 contains 4681 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 3117 members 
Mstep: Class 7 contains 119668 members 
Mstep: Class 8 contains 2989 members 
Mstep: Class 9 contains 6751 members 
Mstep: Class 10 contains 150715 members 
Mstep: Class 11 contains 58769 members 
Mstep: Class 12 contains 3940 members 
Mstep: Class 13 contains 24594 members 
Mstep: Class 14 contains 2048 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 8814 members 
Mstep: Class 17 contains 14378 members 
Mstep: Class 18 contains 8264 members 
Mstep: Class 19 contains 27977 members 
Mstep: Class 20 contains 14604 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3323 members 
Mstep: Class 23 contains 4840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732945.000000 Penalty: 13779.833984
Iteration 278Q: 24 clusters Score -1.573294e+07 nChanged 342
Entering ConstructFrom: 
Score: -15732945.000000 Penalty: 13779.833984
Entering ConstructFrom: 
Trying to split cluster 1 (31090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Entering Unmasked Estep 
Score: -1015338.750000 Penalty: 470.681183
	Iteration 0F: 2 clusters Score -1015339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -994650.125000 Penalty: 941.362366
	Iteration 0F: 3 clusters Score -994650.1 nChanged 14843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15802 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1003338.437500 Penalty: 941.362366
	Iteration 1F: 3 clusters Score -1003338 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -1003752.125000 Penalty: 941.362366
	Iteration 2Q: 3 clusters Score -1003752 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1004209.437500 Penalty: 941.362366
	Iteration 3Q: 3 clusters Score -1004209 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 15006 members 
Entering Unmasked Estep 
Score: -1004736.687500 Penalty: 941.362366
	Iteration 4Q: 3 clusters Score -1004737 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -1005347.500000 Penalty: 941.362366
	Iteration 5Q: 3 clusters Score -1005348 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -1006165.750000 Penalty: 941.362366
	Iteration 6Q: 3 clusters Score -1006166 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -1007326.500000 Penalty: 941.362366
	Iteration 7F: 3 clusters Score -1007326 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -1008664.250000 Penalty: 941.362366
	Iteration 8F: 3 clusters Score -1008664 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -1009914.625000 Penalty: 941.362366
	Iteration 9F: 3 clusters Score -1009915 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -1010681.062500 Penalty: 941.362366
	Iteration 10F: 3 clusters Score -1010681 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -1011050.687500 Penalty: 941.362366
	Iteration 11Q: 3 clusters Score -1011051 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -1011283.375000 Penalty: 941.362366
	Iteration 12Q: 3 clusters Score -1011283 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -1011465.750000 Penalty: 941.362366
	Iteration 13Q: 3 clusters Score -1011466 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 19312 members 
Entering Unmasked Estep 
Score: -1011645.062500 Penalty: 941.362366
	Iteration 14Q: 3 clusters Score -1011645 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -1011823.187500 Penalty: 941.362366
	Iteration 15Q: 3 clusters Score -1011823 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -1012027.375000 Penalty: 941.362366
	Iteration 16Q: 3 clusters Score -1012027 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -1012229.187500 Penalty: 941.362366
	Iteration 17Q: 3 clusters Score -1012229 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -1012439.000000 Penalty: 941.362366
	Iteration 18Q: 3 clusters Score -1012439 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -1012653.937500 Penalty: 941.362366
	Iteration 19Q: 3 clusters Score -1012654 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -1012852.937500 Penalty: 941.362366
	Iteration 20F: 3 clusters Score -1012853 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -1013036.187500 Penalty: 941.362366
	Iteration 21Q: 3 clusters Score -1013036 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -1013215.375000 Penalty: 941.362366
	Iteration 22Q: 3 clusters Score -1013215 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -1013358.375000 Penalty: 941.362366
	Iteration 23Q: 3 clusters Score -1013358 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -1013468.812500 Penalty: 941.362366
	Iteration 24Q: 3 clusters Score -1013469 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -1013580.687500 Penalty: 941.362366
	Iteration 25Q: 3 clusters Score -1013581 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -1013680.625000 Penalty: 941.362366
	Iteration 26Q: 3 clusters Score -1013681 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 24607 members 
Entering Unmasked Estep 
Score: -1013765.937500 Penalty: 941.362366
	Iteration 27Q: 3 clusters Score -1013766 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -1013847.312500 Penalty: 941.362366
	Iteration 28Q: 3 clusters Score -1013847 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -1013920.062500 Penalty: 941.362366
	Iteration 29Q: 3 clusters Score -1013920 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -1013985.750000 Penalty: 941.362366
	Iteration 30Q: 3 clusters Score -1013986 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 25705 members 
Entering Unmasked Estep 
Score: -1014047.687500 Penalty: 941.362366
	Iteration 31Q: 3 clusters Score -1014048 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -1014108.000000 Penalty: 941.362366
	Iteration 32Q: 3 clusters Score -1014108 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -1014182.937500 Penalty: 941.362366
	Iteration 33Q: 3 clusters Score -1014183 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -1014263.375000 Penalty: 941.362366
	Iteration 34Q: 3 clusters Score -1014263 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -1014350.687500 Penalty: 941.362366
	Iteration 35Q: 3 clusters Score -1014351 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -1014432.437500 Penalty: 941.362366
	Iteration 36Q: 3 clusters Score -1014432 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 27339 members 
Entering Unmasked Estep 
Score: -1014507.937500 Penalty: 941.362366
	Iteration 37Q: 3 clusters Score -1014508 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 27554 members 
Entering Unmasked Estep 
Score: -1014560.125000 Penalty: 941.362366
	Iteration 38Q: 3 clusters Score -1014560 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -1014608.062500 Penalty: 941.362366
	Iteration 39Q: 3 clusters Score -1014608 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -1014644.375000 Penalty: 941.362366
	Iteration 40F: 3 clusters Score -1014644 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -1014679.562500 Penalty: 941.362366
	Iteration 41Q: 3 clusters Score -1014680 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -1014723.250000 Penalty: 941.362366
	Iteration 42Q: 3 clusters Score -1014723 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 28390 members 
Entering Unmasked Estep 
Score: -1014754.750000 Penalty: 941.362366
	Iteration 43Q: 3 clusters Score -1014755 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -1014788.812500 Penalty: 941.362366
	Iteration 44Q: 3 clusters Score -1014789 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -1014837.500000 Penalty: 941.362366
	Iteration 45Q: 3 clusters Score -1014838 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 28847 members 
Entering Unmasked Estep 
Score: -1014874.625000 Penalty: 941.362366
	Iteration 46Q: 3 clusters Score -1014875 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -1014906.812500 Penalty: 941.362366
	Iteration 47Q: 3 clusters Score -1014907 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -1014934.000000 Penalty: 941.362366
	Iteration 48Q: 3 clusters Score -1014934 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -1014962.250000 Penalty: 941.362366
	Iteration 49Q: 3 clusters Score -1014962 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 29311 members 
Entering Unmasked Estep 
Score: -1014984.500000 Penalty: 941.362366
	Iteration 50Q: 3 clusters Score -1014984 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -1015009.062500 Penalty: 941.362366
	Iteration 51Q: 3 clusters Score -1015009 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 29480 members 
Entering Unmasked Estep 
Score: -1015021.875000 Penalty: 941.362366
	Iteration 52Q: 3 clusters Score -1015022 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -1015044.312500 Penalty: 941.362366
	Iteration 53Q: 3 clusters Score -1015044 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 29632 members 
Entering Unmasked Estep 
Score: -1015061.312500 Penalty: 941.362366
	Iteration 54Q: 3 clusters Score -1015061 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 29693 members 
Entering Unmasked Estep 
Score: -1015066.000000 Penalty: 941.362366
	Iteration 55Q: 3 clusters Score -1015066 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -1015076.812500 Penalty: 941.362366
	Iteration 56Q: 3 clusters Score -1015077 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -1015084.687500 Penalty: 941.362366
	Iteration 57Q: 3 clusters Score -1015085 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 29857 members 
Entering Unmasked Estep 
Score: -1015096.250000 Penalty: 941.362366
	Iteration 58Q: 3 clusters Score -1015096 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -1015109.125000 Penalty: 941.362366
	Iteration 59Q: 3 clusters Score -1015109 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -1015112.937500 Penalty: 941.362366
	Iteration 60F: 3 clusters Score -1015113 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -1015119.187500 Penalty: 941.362366
	Iteration 61Q: 3 clusters Score -1015119 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 29993 members 
Entering Unmasked Estep 
Score: -1015126.812500 Penalty: 941.362366
	Iteration 62Q: 3 clusters Score -1015127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -1015128.875000 Penalty: 941.362366
	Iteration 63Q: 3 clusters Score -1015129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -1015128.625000 Penalty: 941.362366
	Iteration 64Q: 3 clusters Score -1015129 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -1015132.875000 Penalty: 941.362366
	Iteration 65Q: 3 clusters Score -1015133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 30055 members 
Entering Unmasked Estep 
Score: -1015132.062500 Penalty: 941.362366
	Iteration 66Q: 3 clusters Score -1015132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -1015136.125000 Penalty: 941.362366
	Iteration 67Q: 3 clusters Score -1015136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -1015141.687500 Penalty: 941.362366
	Iteration 68Q: 3 clusters Score -1015142 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -1015143.687500 Penalty: 941.362366
	Iteration 69Q: 3 clusters Score -1015144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 30117 members 
Entering Unmasked Estep 
Score: -1015143.750000 Penalty: 941.362366
	Iteration 70Q: 3 clusters Score -1015144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -1015144.062500 Penalty: 941.362366
	Iteration 71Q: 3 clusters Score -1015144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 30125 members 
Entering Unmasked Estep 
Score: -1015144.062500 Penalty: 941.362366
	Iteration 72Q: 3 clusters Score -1015144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 30129 members 
Entering Unmasked Estep 
Score: -1015144.312500 Penalty: 941.362366
	Iteration 73Q: 3 clusters Score -1015144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -1015145.812500 Penalty: 941.362366
	Iteration 74Q: 3 clusters Score -1015146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 30138 members 
Entering Unmasked Estep 
Score: -1015146.812500 Penalty: 941.362366
	Iteration 75Q: 3 clusters Score -1015147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 30139 members 
Entering Unmasked Estep 
Score: -1015146.125000 Penalty: 941.362366
	Iteration 76Q: 3 clusters Score -1015146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -1015145.625000 Penalty: 941.362366
	Iteration 77Q: 3 clusters Score -1015146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 30144 members 
Entering Unmasked Estep 
Score: -1015143.937500 Penalty: 941.362366
	Iteration 78Q: 3 clusters Score -1015144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 30145 members 
Entering Unmasked Estep 
Score: -1015144.125000 Penalty: 941.362366
	Iteration 79Q: 3 clusters Score -1015144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 30146 members 
Entering Unmasked Estep 
Score: -1015144.812500 Penalty: 941.362366
	Iteration 80F: 3 clusters Score -1015145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 30147 members 
Entering Unmasked Estep 
Score: -1015145.437500 Penalty: 941.362366
	Iteration 81Q: 3 clusters Score -1015145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -1015144.875000 Penalty: 941.362366
	Iteration 82Q: 3 clusters Score -1015145 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
Score: -1015144.875000 Penalty: 941.362366
	Iteration 83F: 3 clusters Score -1015145 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -149517.812500 Penalty: 388.352936
	Iteration 0F: 2 clusters Score -149517.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -145991.890625 Penalty: 776.705872
	Iteration 0F: 3 clusters Score -145991.9 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -147443.234375 Penalty: 776.705872
	Iteration 1F: 3 clusters Score -147443.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -147698.406250 Penalty: 776.705872
	Iteration 2F: 3 clusters Score -147698.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -147972.281250 Penalty: 776.705872
	Iteration 3F: 3 clusters Score -147972.3 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -148274.640625 Penalty: 776.705872
	Iteration 4F: 3 clusters Score -148274.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -148540.718750 Penalty: 776.705872
	Iteration 5F: 3 clusters Score -148540.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -148748.375000 Penalty: 776.705872
	Iteration 6F: 3 clusters Score -148748.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -148889.640625 Penalty: 776.705872
	Iteration 7Q: 3 clusters Score -148889.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -148980.015625 Penalty: 776.705872
	Iteration 8Q: 3 clusters Score -148980 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -149050.250000 Penalty: 776.705872
	Iteration 9Q: 3 clusters Score -149050.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -149096.531250 Penalty: 776.705872
	Iteration 10Q: 3 clusters Score -149096.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -149131.031250 Penalty: 776.705872
	Iteration 11Q: 3 clusters Score -149131 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -149150.593750 Penalty: 776.705872
	Iteration 12Q: 3 clusters Score -149150.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -149163.203125 Penalty: 776.705872
	Iteration 13Q: 3 clusters Score -149163.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -149176.656250 Penalty: 776.705872
	Iteration 14Q: 3 clusters Score -149176.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -149187.187500 Penalty: 776.705872
	Iteration 15Q: 3 clusters Score -149187.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -149194.843750 Penalty: 776.705872
	Iteration 16Q: 3 clusters Score -149194.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -149199.609375 Penalty: 776.705872
	Iteration 17Q: 3 clusters Score -149199.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -149202.890625 Penalty: 776.705872
	Iteration 18Q: 3 clusters Score -149202.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -149212.109375 Penalty: 776.705872
	Iteration 19Q: 3 clusters Score -149212.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -149215.796875 Penalty: 776.705872
	Iteration 20F: 3 clusters Score -149215.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -149216.734375 Penalty: 776.705872
	Iteration 21Q: 3 clusters Score -149216.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -149217.156250 Penalty: 776.705872
	Iteration 22Q: 3 clusters Score -149217.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -149217.156250 Penalty: 776.705872
	Iteration 23F: 3 clusters Score -149217.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Entering Unmasked Estep 
Score: -723606.625000 Penalty: 457.641357
	Iteration 0F: 2 clusters Score -723606.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -708118.625000 Penalty: 915.282715
	Iteration 0F: 3 clusters Score -708118.6 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -715276.250000 Penalty: 915.282715
	Iteration 1F: 3 clusters Score -715276.2 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -716406.687500 Penalty: 915.282715
	Iteration 2F: 3 clusters Score -716406.7 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -717585.562500 Penalty: 915.282715
	Iteration 3F: 3 clusters Score -717585.6 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -718770.937500 Penalty: 915.282715
	Iteration 4F: 3 clusters Score -718770.9 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -719945.250000 Penalty: 915.282715
	Iteration 5F: 3 clusters Score -719945.2 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -720960.375000 Penalty: 915.282715
	Iteration 6Q: 3 clusters Score -720960.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21039 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -721698.437500 Penalty: 915.282715
	Iteration 7Q: 3 clusters Score -721698.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -722226.562500 Penalty: 915.282715
	Iteration 8Q: 3 clusters Score -722226.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -722543.875000 Penalty: 915.282715
	Iteration 9Q: 3 clusters Score -722543.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -722737.750000 Penalty: 915.282715
	Iteration 10Q: 3 clusters Score -722737.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21965 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -722845.375000 Penalty: 915.282715
	Iteration 11Q: 3 clusters Score -722845.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -722935.312500 Penalty: 915.282715
	Iteration 12Q: 3 clusters Score -722935.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -722999.562500 Penalty: 915.282715
	Iteration 13Q: 3 clusters Score -722999.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -723049.250000 Penalty: 915.282715
	Iteration 14Q: 3 clusters Score -723049.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -723090.062500 Penalty: 915.282715
	Iteration 15Q: 3 clusters Score -723090.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -723126.875000 Penalty: 915.282715
	Iteration 16Q: 3 clusters Score -723126.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -723148.312500 Penalty: 915.282715
	Iteration 17Q: 3 clusters Score -723148.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -723159.937500 Penalty: 915.282715
	Iteration 18Q: 3 clusters Score -723159.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -723172.375000 Penalty: 915.282715
	Iteration 19Q: 3 clusters Score -723172.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -723180.500000 Penalty: 915.282715
	Iteration 20F: 3 clusters Score -723180.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -723187.375000 Penalty: 915.282715
	Iteration 21Q: 3 clusters Score -723187.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -723190.562500 Penalty: 915.282715
	Iteration 22Q: 3 clusters Score -723190.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22086 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -723199.125000 Penalty: 915.282715
	Iteration 23Q: 3 clusters Score -723199.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -723201.812500 Penalty: 915.282715
	Iteration 24Q: 3 clusters Score -723201.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -723204.750000 Penalty: 915.282715
	Iteration 25Q: 3 clusters Score -723204.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22070 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -723204.875000 Penalty: 915.282715
	Iteration 26Q: 3 clusters Score -723204.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -723206.125000 Penalty: 915.282715
	Iteration 27Q: 3 clusters Score -723206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -723207.437500 Penalty: 915.282715
	Iteration 28Q: 3 clusters Score -723207.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -723208.000000 Penalty: 915.282715
	Iteration 29Q: 3 clusters Score -723208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -723209.562500 Penalty: 915.282715
	Iteration 30Q: 3 clusters Score -723209.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -723208.875000 Penalty: 915.282715
	Iteration 31Q: 3 clusters Score -723208.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -723208.875000 Penalty: 915.282715
	Iteration 32Q: 3 clusters Score -723208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -723210.812500 Penalty: 915.282715
	Iteration 33Q: 3 clusters Score -723210.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -723211.062500 Penalty: 915.282715
	Iteration 34Q: 3 clusters Score -723211.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22043 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -723213.187500 Penalty: 915.282715
	Iteration 35Q: 3 clusters Score -723213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -723213.437500 Penalty: 915.282715
	Iteration 36Q: 3 clusters Score -723213.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -723212.687500 Penalty: 915.282715
	Iteration 37Q: 3 clusters Score -723212.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22032 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -723212.937500 Penalty: 915.282715
	Iteration 38Q: 3 clusters Score -723212.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -723213.375000 Penalty: 915.282715
	Iteration 39Q: 3 clusters Score -723213.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -723214.000000 Penalty: 915.282715
	Iteration 40F: 3 clusters Score -723214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -723214.000000 Penalty: 915.282715
	Iteration 41Q: 3 clusters Score -723214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -723213.125000 Penalty: 915.282715
	Iteration 42Q: 3 clusters Score -723213.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -723212.875000 Penalty: 915.282715
	Iteration 43Q: 3 clusters Score -723212.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -723212.812500 Penalty: 915.282715
	Iteration 44Q: 3 clusters Score -723212.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -723213.625000 Penalty: 915.282715
	Iteration 45Q: 3 clusters Score -723213.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -723215.500000 Penalty: 915.282715
	Iteration 46Q: 3 clusters Score -723215.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -723216.187500 Penalty: 915.282715
	Iteration 47Q: 3 clusters Score -723216.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -723217.187500 Penalty: 915.282715
	Iteration 48Q: 3 clusters Score -723217.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -723217.187500 Penalty: 915.282715
	Iteration 49F: 3 clusters Score -723217.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Entering Unmasked Estep 
Score: -137922.000000 Penalty: 384.620056
	Iteration 0F: 2 clusters Score -137922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -134708.796875 Penalty: 769.240112
	Iteration 0F: 3 clusters Score -134708.8 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -135930.625000 Penalty: 769.240112
	Iteration 1F: 3 clusters Score -135930.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -136046.968750 Penalty: 769.240112
	Iteration 2F: 3 clusters Score -136047 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -136171.343750 Penalty: 769.240112
	Iteration 3Q: 3 clusters Score -136171.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -136315.968750 Penalty: 769.240112
	Iteration 4F: 3 clusters Score -136316 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -136487.109375 Penalty: 769.240112
	Iteration 5F: 3 clusters Score -136487.1 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -136686.015625 Penalty: 769.240112
	Iteration 6F: 3 clusters Score -136686 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -136873.953125 Penalty: 769.240112
	Iteration 7F: 3 clusters Score -136874 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -137027.500000 Penalty: 769.240112
	Iteration 8Q: 3 clusters Score -137027.5 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -137156.312500 Penalty: 769.240112
	Iteration 9Q: 3 clusters Score -137156.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -137231.140625 Penalty: 769.240112
	Iteration 10Q: 3 clusters Score -137231.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -137274.093750 Penalty: 769.240112
	Iteration 11Q: 3 clusters Score -137274.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -137321.546875 Penalty: 769.240112
	Iteration 12Q: 3 clusters Score -137321.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -137359.671875 Penalty: 769.240112
	Iteration 13Q: 3 clusters Score -137359.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -137385.781250 Penalty: 769.240112
	Iteration 14Q: 3 clusters Score -137385.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -137403.296875 Penalty: 769.240112
	Iteration 15Q: 3 clusters Score -137403.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -137419.218750 Penalty: 769.240112
	Iteration 16Q: 3 clusters Score -137419.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -137430.828125 Penalty: 769.240112
	Iteration 17Q: 3 clusters Score -137430.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -137442.031250 Penalty: 769.240112
	Iteration 18Q: 3 clusters Score -137442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -137456.921875 Penalty: 769.240112
	Iteration 19Q: 3 clusters Score -137456.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -137466.937500 Penalty: 769.240112
	Iteration 20F: 3 clusters Score -137466.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -137473.281250 Penalty: 769.240112
	Iteration 21Q: 3 clusters Score -137473.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -137482.984375 Penalty: 769.240112
	Iteration 22Q: 3 clusters Score -137483 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -137492.312500 Penalty: 769.240112
	Iteration 23Q: 3 clusters Score -137492.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -137500.890625 Penalty: 769.240112
	Iteration 24Q: 3 clusters Score -137500.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -137507.750000 Penalty: 769.240112
	Iteration 25Q: 3 clusters Score -137507.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -137518.078125 Penalty: 769.240112
	Iteration 26Q: 3 clusters Score -137518.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -137529.250000 Penalty: 769.240112
	Iteration 27Q: 3 clusters Score -137529.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -137534.640625 Penalty: 769.240112
	Iteration 28Q: 3 clusters Score -137534.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -137538.078125 Penalty: 769.240112
	Iteration 29Q: 3 clusters Score -137538.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -137542.640625 Penalty: 769.240112
	Iteration 30Q: 3 clusters Score -137542.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -137547.734375 Penalty: 769.240112
	Iteration 31Q: 3 clusters Score -137547.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -137553.640625 Penalty: 769.240112
	Iteration 32Q: 3 clusters Score -137553.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -137558.125000 Penalty: 769.240112
	Iteration 33Q: 3 clusters Score -137558.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -137560.656250 Penalty: 769.240112
	Iteration 34Q: 3 clusters Score -137560.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -137562.562500 Penalty: 769.240112
	Iteration 35Q: 3 clusters Score -137562.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -137565.093750 Penalty: 769.240112
	Iteration 36Q: 3 clusters Score -137565.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -137567.234375 Penalty: 769.240112
	Iteration 37Q: 3 clusters Score -137567.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -137569.453125 Penalty: 769.240112
	Iteration 38Q: 3 clusters Score -137569.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -137571.515625 Penalty: 769.240112
	Iteration 39Q: 3 clusters Score -137571.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -137572.687500 Penalty: 769.240112
	Iteration 40F: 3 clusters Score -137572.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -137574.390625 Penalty: 769.240112
	Iteration 41Q: 3 clusters Score -137574.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -137575.468750 Penalty: 769.240112
	Iteration 42Q: 3 clusters Score -137575.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -137576.140625 Penalty: 769.240112
	Iteration 43Q: 3 clusters Score -137576.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -137576.375000 Penalty: 769.240112
	Iteration 44Q: 3 clusters Score -137576.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -137576.250000 Penalty: 769.240112
	Iteration 45Q: 3 clusters Score -137576.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -137576.375000 Penalty: 769.240112
	Iteration 46Q: 3 clusters Score -137576.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -137577.125000 Penalty: 769.240112
	Iteration 47Q: 3 clusters Score -137577.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -137577.234375 Penalty: 769.240112
	Iteration 48Q: 3 clusters Score -137577.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -137577.906250 Penalty: 769.240112
	Iteration 49Q: 3 clusters Score -137577.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -137578.406250 Penalty: 769.240112
	Iteration 50Q: 3 clusters Score -137578.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -137578.875000 Penalty: 769.240112
	Iteration 51Q: 3 clusters Score -137578.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -137579.484375 Penalty: 769.240112
	Iteration 52Q: 3 clusters Score -137579.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -137580.296875 Penalty: 769.240112
	Iteration 53Q: 3 clusters Score -137580.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -137581.343750 Penalty: 769.240112
	Iteration 54Q: 3 clusters Score -137581.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -137582.187500 Penalty: 769.240112
	Iteration 55Q: 3 clusters Score -137582.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -137584.281250 Penalty: 769.240112
	Iteration 56Q: 3 clusters Score -137584.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -137586.593750 Penalty: 769.240112
	Iteration 57Q: 3 clusters Score -137586.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -137588.328125 Penalty: 769.240112
	Iteration 58Q: 3 clusters Score -137588.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -137589.828125 Penalty: 769.240112
	Iteration 59Q: 3 clusters Score -137589.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -137590.968750 Penalty: 769.240112
	Iteration 60F: 3 clusters Score -137591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -137592.031250 Penalty: 769.240112
	Iteration 61Q: 3 clusters Score -137592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -137592.546875 Penalty: 769.240112
	Iteration 62Q: 3 clusters Score -137592.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -137592.656250 Penalty: 769.240112
	Iteration 63Q: 3 clusters Score -137592.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -137592.656250 Penalty: 769.240112
	Iteration 64F: 3 clusters Score -137592.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Entering Unmasked Estep 
Score: -61103.503906 Penalty: 342.121307
	Iteration 0F: 2 clusters Score -61103.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -59754.339844 Penalty: 684.242615
	Iteration 0F: 3 clusters Score -59754.34 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -60184.648438 Penalty: 684.242615
	Iteration 1F: 3 clusters Score -60184.65 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -60269.843750 Penalty: 684.242615
	Iteration 2F: 3 clusters Score -60269.84 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -60349.722656 Penalty: 684.242615
	Iteration 3F: 3 clusters Score -60349.72 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -60424.332031 Penalty: 684.242615
	Iteration 4F: 3 clusters Score -60424.33 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -60491.625000 Penalty: 684.242615
	Iteration 5F: 3 clusters Score -60491.62 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -60554.738281 Penalty: 684.242615
	Iteration 6Q: 3 clusters Score -60554.74 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -60614.734375 Penalty: 684.242615
	Iteration 7Q: 3 clusters Score -60614.73 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -60660.671875 Penalty: 684.242615
	Iteration 8Q: 3 clusters Score -60660.67 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -60688.855469 Penalty: 684.242615
	Iteration 9Q: 3 clusters Score -60688.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -60703.625000 Penalty: 684.242615
	Iteration 10Q: 3 clusters Score -60703.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -60713.382812 Penalty: 684.242615
	Iteration 11Q: 3 clusters Score -60713.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -60723.929688 Penalty: 684.242615
	Iteration 12Q: 3 clusters Score -60723.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -60734.113281 Penalty: 684.242615
	Iteration 13Q: 3 clusters Score -60734.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -60742.949219 Penalty: 684.242615
	Iteration 14Q: 3 clusters Score -60742.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -60750.246094 Penalty: 684.242615
	Iteration 15Q: 3 clusters Score -60750.25 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -60763.359375 Penalty: 684.242615
	Iteration 16Q: 3 clusters Score -60763.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -60775.363281 Penalty: 684.242615
	Iteration 17Q: 3 clusters Score -60775.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -60782.949219 Penalty: 684.242615
	Iteration 18Q: 3 clusters Score -60782.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -60787.980469 Penalty: 684.242615
	Iteration 19Q: 3 clusters Score -60787.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -60794.730469 Penalty: 684.242615
	Iteration 20F: 3 clusters Score -60794.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -60800.199219 Penalty: 684.242615
	Iteration 21Q: 3 clusters Score -60800.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -60803.070312 Penalty: 684.242615
	Iteration 22Q: 3 clusters Score -60803.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -60804.070312 Penalty: 684.242615
	Iteration 23Q: 3 clusters Score -60804.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -60804.070312 Penalty: 684.242615
	Iteration 24F: 3 clusters Score -60804.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Entering Unmasked Estep 
Score: -101504.929688 Penalty: 365.928223
	Iteration 0F: 2 clusters Score -101504.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -99327.937500 Penalty: 731.856445
	Iteration 0F: 3 clusters Score -99327.94 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -100067.867188 Penalty: 731.856445
	Iteration 1F: 3 clusters Score -100067.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -100131.718750 Penalty: 731.856445
	Iteration 2F: 3 clusters Score -100131.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -100168.789062 Penalty: 731.856445
	Iteration 3Q: 3 clusters Score -100168.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -100204.000000 Penalty: 731.856445
	Iteration 4Q: 3 clusters Score -100204 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -100238.703125 Penalty: 731.856445
	Iteration 5Q: 3 clusters Score -100238.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -100273.992188 Penalty: 731.856445
	Iteration 6Q: 3 clusters Score -100274 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -100315.265625 Penalty: 731.856445
	Iteration 7Q: 3 clusters Score -100315.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -100364.382812 Penalty: 731.856445
	Iteration 8Q: 3 clusters Score -100364.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -100422.156250 Penalty: 731.856445
	Iteration 9Q: 3 clusters Score -100422.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -100464.281250 Penalty: 731.856445
	Iteration 10Q: 3 clusters Score -100464.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -100522.375000 Penalty: 731.856445
	Iteration 11Q: 3 clusters Score -100522.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -100575.984375 Penalty: 731.856445
	Iteration 12Q: 3 clusters Score -100576 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -100626.921875 Penalty: 731.856445
	Iteration 13Q: 3 clusters Score -100626.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -100683.929688 Penalty: 731.856445
	Iteration 14Q: 3 clusters Score -100683.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -100748.195312 Penalty: 731.856445
	Iteration 15Q: 3 clusters Score -100748.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -100800.781250 Penalty: 731.856445
	Iteration 16Q: 3 clusters Score -100800.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -100845.593750 Penalty: 731.856445
	Iteration 17Q: 3 clusters Score -100845.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -100875.289062 Penalty: 731.856445
	Iteration 18Q: 3 clusters Score -100875.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -100892.164062 Penalty: 731.856445
	Iteration 19Q: 3 clusters Score -100892.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -100905.710938 Penalty: 731.856445
	Iteration 20F: 3 clusters Score -100905.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -100920.992188 Penalty: 731.856445
	Iteration 21Q: 3 clusters Score -100921 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -100938.867188 Penalty: 731.856445
	Iteration 22Q: 3 clusters Score -100938.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -100953.265625 Penalty: 731.856445
	Iteration 23Q: 3 clusters Score -100953.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -100964.937500 Penalty: 731.856445
	Iteration 24Q: 3 clusters Score -100964.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -100975.273438 Penalty: 731.856445
	Iteration 25Q: 3 clusters Score -100975.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -100984.328125 Penalty: 731.856445
	Iteration 26Q: 3 clusters Score -100984.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -100994.046875 Penalty: 731.856445
	Iteration 27Q: 3 clusters Score -100994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -101003.984375 Penalty: 731.856445
	Iteration 28Q: 3 clusters Score -101004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -101009.476562 Penalty: 731.856445
	Iteration 29Q: 3 clusters Score -101009.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -101014.968750 Penalty: 731.856445
	Iteration 30Q: 3 clusters Score -101015 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -101021.046875 Penalty: 731.856445
	Iteration 31Q: 3 clusters Score -101021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -101027.179688 Penalty: 731.856445
	Iteration 32Q: 3 clusters Score -101027.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -101033.406250 Penalty: 731.856445
	Iteration 33Q: 3 clusters Score -101033.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -101037.984375 Penalty: 731.856445
	Iteration 34Q: 3 clusters Score -101038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -101041.234375 Penalty: 731.856445
	Iteration 35Q: 3 clusters Score -101041.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -101043.226562 Penalty: 731.856445
	Iteration 36Q: 3 clusters Score -101043.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -101048.078125 Penalty: 731.856445
	Iteration 37Q: 3 clusters Score -101048.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -101056.570312 Penalty: 731.856445
	Iteration 38Q: 3 clusters Score -101056.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -101064.312500 Penalty: 731.856445
	Iteration 39Q: 3 clusters Score -101064.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -101075.656250 Penalty: 731.856445
	Iteration 40F: 3 clusters Score -101075.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -101085.710938 Penalty: 731.856445
	Iteration 41Q: 3 clusters Score -101085.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -101096.296875 Penalty: 731.856445
	Iteration 42Q: 3 clusters Score -101096.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -101106.273438 Penalty: 731.856445
	Iteration 43Q: 3 clusters Score -101106.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -101115.648438 Penalty: 731.856445
	Iteration 44Q: 3 clusters Score -101115.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -101124.914062 Penalty: 731.856445
	Iteration 45Q: 3 clusters Score -101124.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -101134.718750 Penalty: 731.856445
	Iteration 46Q: 3 clusters Score -101134.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -101148.632812 Penalty: 731.856445
	Iteration 47Q: 3 clusters Score -101148.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -101160.546875 Penalty: 731.856445
	Iteration 48Q: 3 clusters Score -101160.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -101168.390625 Penalty: 731.856445
	Iteration 49Q: 3 clusters Score -101168.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -101170.695312 Penalty: 731.856445
	Iteration 50Q: 3 clusters Score -101170.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -101174.125000 Penalty: 731.856445
	Iteration 51Q: 3 clusters Score -101174.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -101177.101562 Penalty: 731.856445
	Iteration 52Q: 3 clusters Score -101177.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -101179.210938 Penalty: 731.856445
	Iteration 53Q: 3 clusters Score -101179.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -101179.210938 Penalty: 731.856445
	Iteration 54F: 3 clusters Score -101179.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (119660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119660 members 
Entering Unmasked Estep 
Score: -3943126.500000 Penalty: 532.004639
	Iteration 0F: 2 clusters Score -3943126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59826 members 
Mstep: Class 2 contains 59834 members 
Entering Unmasked Estep 
Score: -3862328.750000 Penalty: 1064.009277
	Iteration 0F: 3 clusters Score -3862329 nChanged 58600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -3896976.750000 Penalty: 1064.009277
	Iteration 1F: 3 clusters Score -3896977 nChanged 4806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 66182 members 
Entering Unmasked Estep 
Score: -3898402.750000 Penalty: 1064.009277
	Iteration 2Q: 3 clusters Score -3898403 nChanged 5793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 70295 members 
Entering Unmasked Estep 
Score: -3900549.750000 Penalty: 1064.009277
	Iteration 3Q: 3 clusters Score -3900550 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43662 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -3903889.750000 Penalty: 1064.009277
	Iteration 4F: 3 clusters Score -3903890 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 83302 members 
Entering Unmasked Estep 
Score: -3908906.500000 Penalty: 1064.009277
	Iteration 5F: 3 clusters Score -3908906 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27715 members 
Mstep: Class 2 contains 91945 members 
Entering Unmasked Estep 
Score: -3915905.750000 Penalty: 1064.009277
	Iteration 6F: 3 clusters Score -3915906 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 101059 members 
Entering Unmasked Estep 
Score: -3924474.000000 Penalty: 1064.009277
	Iteration 7F: 3 clusters Score -3924474 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 109119 members 
Entering Unmasked Estep 
Score: -3932688.500000 Penalty: 1064.009277
	Iteration 8F: 3 clusters Score -3932688 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 114557 members 
Entering Unmasked Estep 
Score: -3938128.500000 Penalty: 1064.009277
	Iteration 9Q: 3 clusters Score -3938128 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 117339 members 
Entering Unmasked Estep 
Score: -3940782.000000 Penalty: 1064.009277
	Iteration 10Q: 3 clusters Score -3940782 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 118633 members 
Entering Unmasked Estep 
Score: -3941921.000000 Penalty: 1064.009277
	Iteration 11Q: 3 clusters Score -3941921 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 119182 members 
Entering Unmasked Estep 
Score: -3942353.500000 Penalty: 1064.009277
	Iteration 12Q: 3 clusters Score -3942354 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 119390 members 
Entering Unmasked Estep 
Score: -3942522.000000 Penalty: 1064.009277
	Iteration 13Q: 3 clusters Score -3942522 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 119469 members 
Entering Unmasked Estep 
Score: -3942604.750000 Penalty: 1064.009277
	Iteration 14Q: 3 clusters Score -3942605 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 119509 members 
Entering Unmasked Estep 
Score: -3942652.500000 Penalty: 1064.009277
	Iteration 15Q: 3 clusters Score -3942652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 119523 members 
Entering Unmasked Estep 
Score: -3942691.750000 Penalty: 1064.009277
	Iteration 16Q: 3 clusters Score -3942692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 119521 members 
Entering Unmasked Estep 
Score: -3942702.750000 Penalty: 1064.009277
	Iteration 17Q: 3 clusters Score -3942703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 119520 members 
Entering Unmasked Estep 
Score: -3942710.250000 Penalty: 1064.009277
	Iteration 18Q: 3 clusters Score -3942710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 119523 members 
Entering Unmasked Estep 
Score: -3942713.500000 Penalty: 1064.009277
	Iteration 19Q: 3 clusters Score -3942714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 119525 members 
Entering Unmasked Estep 
Score: -3942723.250000 Penalty: 1064.009277
	Iteration 20F: 3 clusters Score -3942723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 119525 members 
Entering Unmasked Estep 
Score: -3942722.500000 Penalty: 1064.009277
	Iteration 21Q: 3 clusters Score -3942722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119527 members 
Entering Unmasked Estep 
Score: -3942724.500000 Penalty: 1064.009277
	Iteration 22Q: 3 clusters Score -3942724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 119527 members 
Entering Unmasked Estep 
Score: -3942724.500000 Penalty: 1064.009277
	Iteration 23F: 3 clusters Score -3942724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Entering Unmasked Estep 
Score: -87896.421875 Penalty: 364.304871
	Iteration 0F: 2 clusters Score -87896.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -85806.875000 Penalty: 728.609741
	Iteration 0F: 3 clusters Score -85806.88 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -86741.195312 Penalty: 728.609741
	Iteration 1F: 3 clusters Score -86741.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -86934.757812 Penalty: 728.609741
	Iteration 2F: 3 clusters Score -86934.76 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -87068.359375 Penalty: 728.609741
	Iteration 3F: 3 clusters Score -87068.36 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -87156.273438 Penalty: 728.609741
	Iteration 4F: 3 clusters Score -87156.27 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -87224.328125 Penalty: 728.609741
	Iteration 5Q: 3 clusters Score -87224.33 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -87271.054688 Penalty: 728.609741
	Iteration 6Q: 3 clusters Score -87271.05 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -87311.453125 Penalty: 728.609741
	Iteration 7Q: 3 clusters Score -87311.45 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -87352.937500 Penalty: 728.609741
	Iteration 8Q: 3 clusters Score -87352.94 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -87400.453125 Penalty: 728.609741
	Iteration 9Q: 3 clusters Score -87400.45 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -87451.351562 Penalty: 728.609741
	Iteration 10Q: 3 clusters Score -87451.35 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -87512.500000 Penalty: 728.609741
	Iteration 11Q: 3 clusters Score -87512.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -87546.921875 Penalty: 728.609741
	Iteration 12Q: 3 clusters Score -87546.92 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -87577.328125 Penalty: 728.609741
	Iteration 13Q: 3 clusters Score -87577.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -87595.500000 Penalty: 728.609741
	Iteration 14Q: 3 clusters Score -87595.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -87605.203125 Penalty: 728.609741
	Iteration 15Q: 3 clusters Score -87605.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -87611.031250 Penalty: 728.609741
	Iteration 16Q: 3 clusters Score -87611.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -87614.507812 Penalty: 728.609741
	Iteration 17Q: 3 clusters Score -87614.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -87616.445312 Penalty: 728.609741
	Iteration 18Q: 3 clusters Score -87616.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -87618.078125 Penalty: 728.609741
	Iteration 19Q: 3 clusters Score -87618.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -87619.007812 Penalty: 728.609741
	Iteration 20F: 3 clusters Score -87619.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -87621.945312 Penalty: 728.609741
	Iteration 21Q: 3 clusters Score -87621.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -87624.304688 Penalty: 728.609741
	Iteration 22Q: 3 clusters Score -87624.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -87625.312500 Penalty: 728.609741
	Iteration 23Q: 3 clusters Score -87625.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -87625.625000 Penalty: 728.609741
	Iteration 24Q: 3 clusters Score -87625.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -87625.625000 Penalty: 728.609741
	Iteration 25F: 3 clusters Score -87625.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Entering Unmasked Estep 
Score: -208601.843750 Penalty: 401.207275
	Iteration 0F: 2 clusters Score -208601.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -204098.671875 Penalty: 802.414551
	Iteration 0F: 3 clusters Score -204098.7 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -206230.718750 Penalty: 802.414551
	Iteration 1F: 3 clusters Score -206230.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -206747.296875 Penalty: 802.414551
	Iteration 2F: 3 clusters Score -206747.3 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -207126.234375 Penalty: 802.414551
	Iteration 3F: 3 clusters Score -207126.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -207416.718750 Penalty: 802.414551
	Iteration 4F: 3 clusters Score -207416.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -207677.750000 Penalty: 802.414551
	Iteration 5F: 3 clusters Score -207677.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -207856.281250 Penalty: 802.414551
	Iteration 6Q: 3 clusters Score -207856.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -207983.218750 Penalty: 802.414551
	Iteration 7Q: 3 clusters Score -207983.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -208090.046875 Penalty: 802.414551
	Iteration 8Q: 3 clusters Score -208090 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -208170.515625 Penalty: 802.414551
	Iteration 9Q: 3 clusters Score -208170.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -208237.640625 Penalty: 802.414551
	Iteration 10Q: 3 clusters Score -208237.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -208264.921875 Penalty: 802.414551
	Iteration 11Q: 3 clusters Score -208264.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -208280.218750 Penalty: 802.414551
	Iteration 12Q: 3 clusters Score -208280.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -208294.359375 Penalty: 802.414551
	Iteration 13Q: 3 clusters Score -208294.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -208311.453125 Penalty: 802.414551
	Iteration 14Q: 3 clusters Score -208311.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -208329.890625 Penalty: 802.414551
	Iteration 15Q: 3 clusters Score -208329.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -208340.593750 Penalty: 802.414551
	Iteration 16Q: 3 clusters Score -208340.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -208350.031250 Penalty: 802.414551
	Iteration 17Q: 3 clusters Score -208350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -208355.906250 Penalty: 802.414551
	Iteration 18Q: 3 clusters Score -208355.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -208360.609375 Penalty: 802.414551
	Iteration 19Q: 3 clusters Score -208360.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -208363.031250 Penalty: 802.414551
	Iteration 20F: 3 clusters Score -208363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -208363.937500 Penalty: 802.414551
	Iteration 21Q: 3 clusters Score -208363.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -208364.796875 Penalty: 802.414551
	Iteration 22Q: 3 clusters Score -208364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -208365.421875 Penalty: 802.414551
	Iteration 23Q: 3 clusters Score -208365.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -208366.656250 Penalty: 802.414551
	Iteration 24Q: 3 clusters Score -208366.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -208366.828125 Penalty: 802.414551
	Iteration 25Q: 3 clusters Score -208366.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -208369.328125 Penalty: 802.414551
	Iteration 26Q: 3 clusters Score -208369.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -208370.375000 Penalty: 802.414551
	Iteration 27Q: 3 clusters Score -208370.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -208372.250000 Penalty: 802.414551
	Iteration 28Q: 3 clusters Score -208372.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -208373.953125 Penalty: 802.414551
	Iteration 29Q: 3 clusters Score -208374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -208374.203125 Penalty: 802.414551
	Iteration 30Q: 3 clusters Score -208374.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -208374.203125 Penalty: 802.414551
	Iteration 31F: 3 clusters Score -208374.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (150706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150706 members 
Entering Unmasked Estep 
Score: -5000189.500000 Penalty: 542.500427
	Iteration 0F: 2 clusters Score -5000190 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75218 members 
Mstep: Class 2 contains 75488 members 
Entering Unmasked Estep 
Score: -4898311.500000 Penalty: 1085.000854
	Iteration 0F: 3 clusters Score -4898312 nChanged 73886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76854 members 
Mstep: Class 2 contains 73852 members 
Entering Unmasked Estep 
Score: -4947451.000000 Penalty: 1085.000854
	Iteration 1F: 3 clusters Score -4947451 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78429 members 
Mstep: Class 2 contains 72277 members 
Entering Unmasked Estep 
Score: -4950892.500000 Penalty: 1085.000854
	Iteration 2F: 3 clusters Score -4950892 nChanged 8627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79944 members 
Mstep: Class 2 contains 70762 members 
Entering Unmasked Estep 
Score: -4954951.500000 Penalty: 1085.000854
	Iteration 3F: 3 clusters Score -4954952 nChanged 8295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80847 members 
Mstep: Class 2 contains 69859 members 
Entering Unmasked Estep 
Score: -4958779.500000 Penalty: 1085.000854
	Iteration 4F: 3 clusters Score -4958780 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80938 members 
Mstep: Class 2 contains 69768 members 
Entering Unmasked Estep 
Score: -4962146.500000 Penalty: 1085.000854
	Iteration 5Q: 3 clusters Score -4962146 nChanged 6633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80313 members 
Mstep: Class 2 contains 70393 members 
Entering Unmasked Estep 
Score: -4964957.000000 Penalty: 1085.000854
	Iteration 6Q: 3 clusters Score -4964957 nChanged 5849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 71442 members 
Entering Unmasked Estep 
Score: -4967373.500000 Penalty: 1085.000854
	Iteration 7Q: 3 clusters Score -4967374 nChanged 5253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78087 members 
Mstep: Class 2 contains 72619 members 
Entering Unmasked Estep 
Score: -4969451.000000 Penalty: 1085.000854
	Iteration 8Q: 3 clusters Score -4969451 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76739 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -4971419.000000 Penalty: 1085.000854
	Iteration 9Q: 3 clusters Score -4971419 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 75251 members 
Entering Unmasked Estep 
Score: -4973091.500000 Penalty: 1085.000854
	Iteration 10Q: 3 clusters Score -4973092 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74353 members 
Mstep: Class 2 contains 76353 members 
Entering Unmasked Estep 
Score: -4974512.000000 Penalty: 1085.000854
	Iteration 11Q: 3 clusters Score -4974512 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 77286 members 
Entering Unmasked Estep 
Score: -4975676.000000 Penalty: 1085.000854
	Iteration 12Q: 3 clusters Score -4975676 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72685 members 
Mstep: Class 2 contains 78021 members 
Entering Unmasked Estep 
Score: -4976522.500000 Penalty: 1085.000854
	Iteration 13Q: 3 clusters Score -4976522 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72147 members 
Mstep: Class 2 contains 78559 members 
Entering Unmasked Estep 
Score: -4977018.500000 Penalty: 1085.000854
	Iteration 14Q: 3 clusters Score -4977018 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71852 members 
Mstep: Class 2 contains 78854 members 
Entering Unmasked Estep 
Score: -4977337.500000 Penalty: 1085.000854
	Iteration 15Q: 3 clusters Score -4977338 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71760 members 
Mstep: Class 2 contains 78946 members 
Entering Unmasked Estep 
Score: -4977583.000000 Penalty: 1085.000854
	Iteration 16Q: 3 clusters Score -4977583 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71740 members 
Mstep: Class 2 contains 78966 members 
Entering Unmasked Estep 
Score: -4977738.500000 Penalty: 1085.000854
	Iteration 17Q: 3 clusters Score -4977738 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71848 members 
Mstep: Class 2 contains 78858 members 
Entering Unmasked Estep 
Score: -4977876.000000 Penalty: 1085.000854
	Iteration 18Q: 3 clusters Score -4977876 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72012 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -4977995.000000 Penalty: 1085.000854
	Iteration 19Q: 3 clusters Score -4977995 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72194 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -4978115.500000 Penalty: 1085.000854
	Iteration 20F: 3 clusters Score -4978116 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72437 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -4978231.000000 Penalty: 1085.000854
	Iteration 21Q: 3 clusters Score -4978231 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72755 members 
Mstep: Class 2 contains 77951 members 
Entering Unmasked Estep 
Score: -4978313.000000 Penalty: 1085.000854
	Iteration 22Q: 3 clusters Score -4978313 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73137 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
Score: -4978402.000000 Penalty: 1085.000854
	Iteration 23Q: 3 clusters Score -4978402 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73515 members 
Mstep: Class 2 contains 77191 members 
Entering Unmasked Estep 
Score: -4978463.000000 Penalty: 1085.000854
	Iteration 24Q: 3 clusters Score -4978463 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73942 members 
Mstep: Class 2 contains 76764 members 
Entering Unmasked Estep 
Score: -4978490.500000 Penalty: 1085.000854
	Iteration 25Q: 3 clusters Score -4978490 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74444 members 
Mstep: Class 2 contains 76262 members 
Entering Unmasked Estep 
Score: -4978574.500000 Penalty: 1085.000854
	Iteration 26Q: 3 clusters Score -4978574 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75010 members 
Mstep: Class 2 contains 75696 members 
Entering Unmasked Estep 
Score: -4978685.000000 Penalty: 1085.000854
	Iteration 27Q: 3 clusters Score -4978685 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75670 members 
Mstep: Class 2 contains 75036 members 
Entering Unmasked Estep 
Score: -4978772.500000 Penalty: 1085.000854
	Iteration 28Q: 3 clusters Score -4978772 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 74271 members 
Entering Unmasked Estep 
Score: -4978862.500000 Penalty: 1085.000854
	Iteration 29Q: 3 clusters Score -4978862 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77284 members 
Mstep: Class 2 contains 73422 members 
Entering Unmasked Estep 
Score: -4979014.500000 Penalty: 1085.000854
	Iteration 30Q: 3 clusters Score -4979014 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78254 members 
Mstep: Class 2 contains 72452 members 
Entering Unmasked Estep 
Score: -4979180.500000 Penalty: 1085.000854
	Iteration 31Q: 3 clusters Score -4979180 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79280 members 
Mstep: Class 2 contains 71426 members 
Entering Unmasked Estep 
Score: -4979297.500000 Penalty: 1085.000854
	Iteration 32Q: 3 clusters Score -4979298 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80351 members 
Mstep: Class 2 contains 70355 members 
Entering Unmasked Estep 
Score: -4979511.000000 Penalty: 1085.000854
	Iteration 33Q: 3 clusters Score -4979511 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81553 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -4979676.500000 Penalty: 1085.000854
	Iteration 34Q: 3 clusters Score -4979676 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82829 members 
Mstep: Class 2 contains 67877 members 
Entering Unmasked Estep 
Score: -4979857.500000 Penalty: 1085.000854
	Iteration 35Q: 3 clusters Score -4979858 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84238 members 
Mstep: Class 2 contains 66468 members 
Entering Unmasked Estep 
Score: -4980155.500000 Penalty: 1085.000854
	Iteration 36Q: 3 clusters Score -4980156 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85760 members 
Mstep: Class 2 contains 64946 members 
Entering Unmasked Estep 
Score: -4980445.500000 Penalty: 1085.000854
	Iteration 37Q: 3 clusters Score -4980446 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87432 members 
Mstep: Class 2 contains 63274 members 
Entering Unmasked Estep 
Score: -4980766.000000 Penalty: 1085.000854
	Iteration 38Q: 3 clusters Score -4980766 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89237 members 
Mstep: Class 2 contains 61469 members 
Entering Unmasked Estep 
Score: -4981176.000000 Penalty: 1085.000854
	Iteration 39Q: 3 clusters Score -4981176 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91217 members 
Mstep: Class 2 contains 59489 members 
Entering Unmasked Estep 
Score: -4981763.000000 Penalty: 1085.000854
	Iteration 40F: 3 clusters Score -4981763 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93344 members 
Mstep: Class 2 contains 57362 members 
Entering Unmasked Estep 
Score: -4982382.500000 Penalty: 1085.000854
	Iteration 41Q: 3 clusters Score -4982382 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95501 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -4983037.500000 Penalty: 1085.000854
	Iteration 42Q: 3 clusters Score -4983038 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97705 members 
Mstep: Class 2 contains 53001 members 
Entering Unmasked Estep 
Score: -4983701.000000 Penalty: 1085.000854
	Iteration 43Q: 3 clusters Score -4983701 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99916 members 
Mstep: Class 2 contains 50790 members 
Entering Unmasked Estep 
Score: -4984499.500000 Penalty: 1085.000854
	Iteration 44Q: 3 clusters Score -4984500 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102171 members 
Mstep: Class 2 contains 48535 members 
Entering Unmasked Estep 
Score: -4985299.500000 Penalty: 1085.000854
	Iteration 45Q: 3 clusters Score -4985300 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104489 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -4986193.000000 Penalty: 1085.000854
	Iteration 46Q: 3 clusters Score -4986193 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106782 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -4987137.500000 Penalty: 1085.000854
	Iteration 47Q: 3 clusters Score -4987138 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108999 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -4988038.500000 Penalty: 1085.000854
	Iteration 48Q: 3 clusters Score -4988038 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111115 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -4988880.500000 Penalty: 1085.000854
	Iteration 49Q: 3 clusters Score -4988880 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113194 members 
Mstep: Class 2 contains 37512 members 
Entering Unmasked Estep 
Score: -4989738.000000 Penalty: 1085.000854
	Iteration 50Q: 3 clusters Score -4989738 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115187 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -4990521.000000 Penalty: 1085.000854
	Iteration 51Q: 3 clusters Score -4990521 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117114 members 
Mstep: Class 2 contains 33592 members 
Entering Unmasked Estep 
Score: -4991320.000000 Penalty: 1085.000854
	Iteration 52Q: 3 clusters Score -4991320 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118876 members 
Mstep: Class 2 contains 31830 members 
Entering Unmasked Estep 
Score: -4992041.000000 Penalty: 1085.000854
	Iteration 53Q: 3 clusters Score -4992041 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120538 members 
Mstep: Class 2 contains 30168 members 
Entering Unmasked Estep 
Score: -4992644.000000 Penalty: 1085.000854
	Iteration 54Q: 3 clusters Score -4992644 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122122 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -4993285.500000 Penalty: 1085.000854
	Iteration 55Q: 3 clusters Score -4993286 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123567 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -4993804.000000 Penalty: 1085.000854
	Iteration 56Q: 3 clusters Score -4993804 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124902 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -4994246.000000 Penalty: 1085.000854
	Iteration 57Q: 3 clusters Score -4994246 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126155 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -4994644.000000 Penalty: 1085.000854
	Iteration 58Q: 3 clusters Score -4994644 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127334 members 
Mstep: Class 2 contains 23372 members 
Entering Unmasked Estep 
Score: -4994978.000000 Penalty: 1085.000854
	Iteration 59Q: 3 clusters Score -4994978 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128415 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -4995414.500000 Penalty: 1085.000854
	Iteration 60F: 3 clusters Score -4995414 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129460 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4995746.500000 Penalty: 1085.000854
	Iteration 61Q: 3 clusters Score -4995746 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130453 members 
Mstep: Class 2 contains 20253 members 
Entering Unmasked Estep 
Score: -4996042.000000 Penalty: 1085.000854
	Iteration 62Q: 3 clusters Score -4996042 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131434 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -4996349.500000 Penalty: 1085.000854
	Iteration 63Q: 3 clusters Score -4996350 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132346 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -4996611.500000 Penalty: 1085.000854
	Iteration 64Q: 3 clusters Score -4996612 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133222 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -4996814.500000 Penalty: 1085.000854
	Iteration 65Q: 3 clusters Score -4996814 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133990 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -4997004.500000 Penalty: 1085.000854
	Iteration 66Q: 3 clusters Score -4997004 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134693 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -4997175.500000 Penalty: 1085.000854
	Iteration 67Q: 3 clusters Score -4997176 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135316 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -4997323.000000 Penalty: 1085.000854
	Iteration 68Q: 3 clusters Score -4997323 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135889 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -4997465.000000 Penalty: 1085.000854
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Mstep: Class 1 contains 136416 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 136904 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 137370 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 137793 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 138213 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 138607 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 138977 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 10501 members 
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Mstep: Class 2 contains 9900 members 
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Mstep: Class 2 contains 9638 members 
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Mstep: Class 1 contains 141321 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 141770 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 141975 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 8349 members 
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Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 142747 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 7611 members 
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Mstep: Class 2 contains 7463 members 
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Mstep: Class 2 contains 7321 members 
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Mstep: Class 2 contains 7157 members 
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Mstep: Class 2 contains 7009 members 
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Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6737 members 
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Mstep: Class 2 contains 6610 members 
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Mstep: Class 2 contains 6484 members 
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Mstep: Class 2 contains 6337 members 
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Mstep: Class 2 contains 6194 members 
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Mstep: Class 1 contains 144647 members 
Mstep: Class 2 contains 6059 members 
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Mstep: Class 2 contains 5931 members 
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Mstep: Class 2 contains 5169 members 
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Mstep: Class 2 contains 5073 members 
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Mstep: Class 2 contains 4972 members 
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	Iteration 113Q: 3 clusters Score -4998912 nChanged 97
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Mstep: Class 2 contains 4778 members 
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	Iteration 115Q: 3 clusters Score -4998931 nChanged 95
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	Iteration 116Q: 3 clusters Score -4998936 nChanged 96
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	Iteration 117Q: 3 clusters Score -4998947 nChanged 94
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	Iteration 119Q: 3 clusters Score -4998970 nChanged 99
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	Iteration 120F: 3 clusters Score -4998984 nChanged 96
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	Iteration 122Q: 3 clusters Score -4999008 nChanged 98
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Mstep: Class 2 contains 3920 members 
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	Iteration 124Q: 3 clusters Score -4999043 nChanged 89
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	Iteration 125Q: 3 clusters Score -4999050 nChanged 98
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Mstep: Class 2 contains 3735 members 
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	Iteration 126Q: 3 clusters Score -4999062 nChanged 94
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	Iteration 131Q: 3 clusters Score -4999098 nChanged 90
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	Iteration 132Q: 3 clusters Score -4999124 nChanged 93
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	Iteration 133Q: 3 clusters Score -4999132 nChanged 107
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	Iteration 134Q: 3 clusters Score -4999144 nChanged 97
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	Iteration 135Q: 3 clusters Score -4999170 nChanged 111
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	Iteration 136Q: 3 clusters Score -4999190 nChanged 104
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	Iteration 137Q: 3 clusters Score -4999206 nChanged 105
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	Iteration 140F: 3 clusters Score -4999268 nChanged 90
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	Iteration 143Q: 3 clusters Score -4999329 nChanged 77
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	Iteration 155Q: 3 clusters Score -4999478 nChanged 57
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	Iteration 157Q: 3 clusters Score -4999494 nChanged 45
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	Iteration 158Q: 3 clusters Score -4999514 nChanged 51
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	Iteration 159Q: 3 clusters Score -4999527 nChanged 45
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	Iteration 160F: 3 clusters Score -4999533 nChanged 47
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	Iteration 161Q: 3 clusters Score -4999541 nChanged 61
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	Iteration 162Q: 3 clusters Score -4999556 nChanged 54
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149780 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -4999581.500000 Penalty: 1085.000854
	Iteration 163Q: 3 clusters Score -4999582 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149838 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4999589.000000 Penalty: 1085.000854
	Iteration 164Q: 3 clusters Score -4999589 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149883 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4999605.000000 Penalty: 1085.000854
	Iteration 165Q: 3 clusters Score -4999605 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149916 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -4999618.000000 Penalty: 1085.000854
	Iteration 166Q: 3 clusters Score -4999618 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149948 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -4999619.000000 Penalty: 1085.000854
	Iteration 167Q: 3 clusters Score -4999619 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149976 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4999623.500000 Penalty: 1085.000854
	Iteration 168Q: 3 clusters Score -4999624 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150000 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -4999625.500000 Penalty: 1085.000854
	Iteration 169Q: 3 clusters Score -4999626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150022 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4999629.500000 Penalty: 1085.000854
	Iteration 170Q: 3 clusters Score -4999630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150038 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4999631.500000 Penalty: 1085.000854
	Iteration 171Q: 3 clusters Score -4999632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150059 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4999639.000000 Penalty: 1085.000854
	Iteration 172Q: 3 clusters Score -4999639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150073 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -4999648.500000 Penalty: 1085.000854
	Iteration 173Q: 3 clusters Score -4999648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150088 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4999657.500000 Penalty: 1085.000854
	Iteration 174Q: 3 clusters Score -4999658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150104 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -4999658.500000 Penalty: 1085.000854
	Iteration 175Q: 3 clusters Score -4999658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150120 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -4999668.000000 Penalty: 1085.000854
	Iteration 176Q: 3 clusters Score -4999668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150134 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4999672.000000 Penalty: 1085.000854
	Iteration 177Q: 3 clusters Score -4999672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150151 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -4999673.500000 Penalty: 1085.000854
	Iteration 178Q: 3 clusters Score -4999674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150162 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -4999680.500000 Penalty: 1085.000854
	Iteration 179Q: 3 clusters Score -4999680 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150179 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -4999687.000000 Penalty: 1085.000854
	Iteration 180F: 3 clusters Score -4999687 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150191 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -4999694.000000 Penalty: 1085.000854
	Iteration 181Q: 3 clusters Score -4999694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150200 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4999704.000000 Penalty: 1085.000854
	Iteration 182Q: 3 clusters Score -4999704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150207 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4999701.500000 Penalty: 1085.000854
	Iteration 183Q: 3 clusters Score -4999702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150211 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -4999702.000000 Penalty: 1085.000854
	Iteration 184Q: 3 clusters Score -4999702 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150215 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -4999701.500000 Penalty: 1085.000854
	Iteration 185Q: 3 clusters Score -4999702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150220 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4999706.000000 Penalty: 1085.000854
	Iteration 186Q: 3 clusters Score -4999706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150225 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -4999707.000000 Penalty: 1085.000854
	Iteration 187Q: 3 clusters Score -4999707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150228 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4999707.000000 Penalty: 1085.000854
	Iteration 188Q: 3 clusters Score -4999707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150229 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4999704.500000 Penalty: 1085.000854
	Iteration 189Q: 3 clusters Score -4999704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150229 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4999704.500000 Penalty: 1085.000854
	Iteration 190F: 3 clusters Score -4999704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58769 members 
Entering Unmasked Estep 
Score: -1824059.750000 Penalty: 499.652344
	Iteration 0F: 2 clusters Score -1824060 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -1784611.625000 Penalty: 999.304688
	Iteration 0F: 3 clusters Score -1784612 nChanged 28495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -1801849.750000 Penalty: 999.304688
	Iteration 1F: 3 clusters Score -1801850 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -1803203.000000 Penalty: 999.304688
	Iteration 2F: 3 clusters Score -1803203 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 23053 members 
Entering Unmasked Estep 
Score: -1805021.875000 Penalty: 999.304688
	Iteration 3F: 3 clusters Score -1805022 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -1807383.250000 Penalty: 999.304688
	Iteration 4F: 3 clusters Score -1807383 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -1810099.375000 Penalty: 999.304688
	Iteration 5F: 3 clusters Score -1810099 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44042 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -1812961.625000 Penalty: 999.304688
	Iteration 6F: 3 clusters Score -1812962 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46318 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -1815718.750000 Penalty: 999.304688
	Iteration 7F: 3 clusters Score -1815719 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1817776.750000 Penalty: 999.304688
	Iteration 8Q: 3 clusters Score -1817777 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1818997.875000 Penalty: 999.304688
	Iteration 9Q: 3 clusters Score -1818998 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1819625.500000 Penalty: 999.304688
	Iteration 10Q: 3 clusters Score -1819626 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1820080.125000 Penalty: 999.304688
	Iteration 11Q: 3 clusters Score -1820080 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1820435.375000 Penalty: 999.304688
	Iteration 12Q: 3 clusters Score -1820435 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51297 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1820708.625000 Penalty: 999.304688
	Iteration 13Q: 3 clusters Score -1820709 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1820935.625000 Penalty: 999.304688
	Iteration 14Q: 3 clusters Score -1820936 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52391 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1821203.625000 Penalty: 999.304688
	Iteration 15Q: 3 clusters Score -1821204 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1821442.125000 Penalty: 999.304688
	Iteration 16Q: 3 clusters Score -1821442 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53400 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1821668.750000 Penalty: 999.304688
	Iteration 17Q: 3 clusters Score -1821669 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -1821899.250000 Penalty: 999.304688
	Iteration 18Q: 3 clusters Score -1821899 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54312 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1822116.750000 Penalty: 999.304688
	Iteration 19Q: 3 clusters Score -1822117 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1822316.375000 Penalty: 999.304688
	Iteration 20F: 3 clusters Score -1822316 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55094 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1822511.125000 Penalty: 999.304688
	Iteration 21Q: 3 clusters Score -1822511 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55444 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1822671.750000 Penalty: 999.304688
	Iteration 22Q: 3 clusters Score -1822672 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55770 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -1822822.875000 Penalty: 999.304688
	Iteration 23Q: 3 clusters Score -1822823 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56050 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1822938.375000 Penalty: 999.304688
	Iteration 24Q: 3 clusters Score -1822938 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56301 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -1823052.000000 Penalty: 999.304688
	Iteration 25Q: 3 clusters Score -1823052 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56526 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1823143.250000 Penalty: 999.304688
	Iteration 26Q: 3 clusters Score -1823143 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56722 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1823221.500000 Penalty: 999.304688
	Iteration 27Q: 3 clusters Score -1823222 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56899 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1823283.375000 Penalty: 999.304688
	Iteration 28Q: 3 clusters Score -1823283 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1823332.000000 Penalty: 999.304688
	Iteration 29Q: 3 clusters Score -1823332 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1823372.500000 Penalty: 999.304688
	Iteration 30Q: 3 clusters Score -1823372 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57293 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1823404.125000 Penalty: 999.304688
	Iteration 31Q: 3 clusters Score -1823404 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57398 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1823444.125000 Penalty: 999.304688
	Iteration 32Q: 3 clusters Score -1823444 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57504 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1823477.500000 Penalty: 999.304688
	Iteration 33Q: 3 clusters Score -1823478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57594 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1823487.500000 Penalty: 999.304688
	Iteration 34Q: 3 clusters Score -1823488 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57661 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1823502.000000 Penalty: 999.304688
	Iteration 35Q: 3 clusters Score -1823502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1823515.125000 Penalty: 999.304688
	Iteration 36Q: 3 clusters Score -1823515 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57768 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1823531.500000 Penalty: 999.304688
	Iteration 37Q: 3 clusters Score -1823532 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57818 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1823536.125000 Penalty: 999.304688
	Iteration 38Q: 3 clusters Score -1823536 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57873 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1823552.250000 Penalty: 999.304688
	Iteration 39Q: 3 clusters Score -1823552 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1823559.625000 Penalty: 999.304688
	Iteration 40F: 3 clusters Score -1823560 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57954 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1823568.250000 Penalty: 999.304688
	Iteration 41Q: 3 clusters Score -1823568 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1823574.625000 Penalty: 999.304688
	Iteration 42Q: 3 clusters Score -1823575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58000 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1823580.250000 Penalty: 999.304688
	Iteration 43Q: 3 clusters Score -1823580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58023 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1823582.625000 Penalty: 999.304688
	Iteration 44Q: 3 clusters Score -1823583 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1823590.250000 Penalty: 999.304688
	Iteration 45Q: 3 clusters Score -1823590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58061 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1823600.750000 Penalty: 999.304688
	Iteration 46Q: 3 clusters Score -1823601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58079 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1823603.750000 Penalty: 999.304688
	Iteration 47Q: 3 clusters Score -1823604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58098 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1823612.375000 Penalty: 999.304688
	Iteration 48Q: 3 clusters Score -1823612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58123 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1823620.875000 Penalty: 999.304688
	Iteration 49Q: 3 clusters Score -1823621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1823626.250000 Penalty: 999.304688
	Iteration 50Q: 3 clusters Score -1823626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58161 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1823626.250000 Penalty: 999.304688
	Iteration 51Q: 3 clusters Score -1823626 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58175 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1823637.250000 Penalty: 999.304688
	Iteration 52Q: 3 clusters Score -1823637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1823640.875000 Penalty: 999.304688
	Iteration 53Q: 3 clusters Score -1823641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58199 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1823644.125000 Penalty: 999.304688
	Iteration 54Q: 3 clusters Score -1823644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58212 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1823648.375000 Penalty: 999.304688
	Iteration 55Q: 3 clusters Score -1823648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58223 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1823646.750000 Penalty: 999.304688
	Iteration 56Q: 3 clusters Score -1823647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1823652.875000 Penalty: 999.304688
	Iteration 57Q: 3 clusters Score -1823653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1823664.000000 Penalty: 999.304688
	Iteration 58Q: 3 clusters Score -1823664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58268 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1823672.625000 Penalty: 999.304688
	Iteration 59Q: 3 clusters Score -1823673 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58285 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1823681.625000 Penalty: 999.304688
	Iteration 60F: 3 clusters Score -1823682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58295 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1823683.125000 Penalty: 999.304688
	Iteration 61Q: 3 clusters Score -1823683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58300 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1823684.125000 Penalty: 999.304688
	Iteration 62Q: 3 clusters Score -1823684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58306 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1823684.375000 Penalty: 999.304688
	Iteration 63Q: 3 clusters Score -1823684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58310 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1823684.750000 Penalty: 999.304688
	Iteration 64Q: 3 clusters Score -1823685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1823690.000000 Penalty: 999.304688
	Iteration 65Q: 3 clusters Score -1823690 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58326 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1823690.250000 Penalty: 999.304688
	Iteration 66Q: 3 clusters Score -1823690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58332 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1823692.750000 Penalty: 999.304688
	Iteration 67Q: 3 clusters Score -1823693 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58337 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1823692.000000 Penalty: 999.304688
	Iteration 68Q: 3 clusters Score -1823692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58343 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1823696.375000 Penalty: 999.304688
	Iteration 69Q: 3 clusters Score -1823696 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58350 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1823697.750000 Penalty: 999.304688
	Iteration 70Q: 3 clusters Score -1823698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58354 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1823696.250000 Penalty: 999.304688
	Iteration 71Q: 3 clusters Score -1823696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1823696.875000 Penalty: 999.304688
	Iteration 72Q: 3 clusters Score -1823697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58356 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1823696.875000 Penalty: 999.304688
	Iteration 73F: 3 clusters Score -1823697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (3946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Entering Unmasked Estep 
Score: -130699.226562 Penalty: 376.760803
	Iteration 0F: 2 clusters Score -130699.2 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 1939 members 
Entering Unmasked Estep 
Score: -127964.421875 Penalty: 753.521606
	Iteration 0F: 3 clusters Score -127964.4 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -129092.632812 Penalty: 753.521606
	Iteration 1F: 3 clusters Score -129092.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -129254.820312 Penalty: 753.521606
	Iteration 2F: 3 clusters Score -129254.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -129421.164062 Penalty: 753.521606
	Iteration 3F: 3 clusters Score -129421.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -129575.320312 Penalty: 753.521606
	Iteration 4F: 3 clusters Score -129575.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -129702.125000 Penalty: 753.521606
	Iteration 5Q: 3 clusters Score -129702.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -129797.531250 Penalty: 753.521606
	Iteration 6Q: 3 clusters Score -129797.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -129868.062500 Penalty: 753.521606
	Iteration 7Q: 3 clusters Score -129868.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -129927.695312 Penalty: 753.521606
	Iteration 8Q: 3 clusters Score -129927.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -129972.992188 Penalty: 753.521606
	Iteration 9Q: 3 clusters Score -129973 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -130006.140625 Penalty: 753.521606
	Iteration 10Q: 3 clusters Score -130006.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -130040.171875 Penalty: 753.521606
	Iteration 11Q: 3 clusters Score -130040.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -130085.140625 Penalty: 753.521606
	Iteration 12Q: 3 clusters Score -130085.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -130129.804688 Penalty: 753.521606
	Iteration 13Q: 3 clusters Score -130129.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -130156.289062 Penalty: 753.521606
	Iteration 14Q: 3 clusters Score -130156.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -130177.351562 Penalty: 753.521606
	Iteration 15Q: 3 clusters Score -130177.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -130195.015625 Penalty: 753.521606
	Iteration 16Q: 3 clusters Score -130195 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -130207.992188 Penalty: 753.521606
	Iteration 17Q: 3 clusters Score -130208 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -130223.375000 Penalty: 753.521606
	Iteration 18Q: 3 clusters Score -130223.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -130243.375000 Penalty: 753.521606
	Iteration 19Q: 3 clusters Score -130243.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -130261.992188 Penalty: 753.521606
	Iteration 20F: 3 clusters Score -130262 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -130273.796875 Penalty: 753.521606
	Iteration 21Q: 3 clusters Score -130273.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -130281.632812 Penalty: 753.521606
	Iteration 22Q: 3 clusters Score -130281.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -130294.132812 Penalty: 753.521606
	Iteration 23Q: 3 clusters Score -130294.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -130305.914062 Penalty: 753.521606
	Iteration 24Q: 3 clusters Score -130305.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -130319.515625 Penalty: 753.521606
	Iteration 25Q: 3 clusters Score -130319.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -130328.164062 Penalty: 753.521606
	Iteration 26Q: 3 clusters Score -130328.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -130333.976562 Penalty: 753.521606
	Iteration 27Q: 3 clusters Score -130334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -130339.578125 Penalty: 753.521606
	Iteration 28Q: 3 clusters Score -130339.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -130348.507812 Penalty: 753.521606
	Iteration 29Q: 3 clusters Score -130348.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -130355.328125 Penalty: 753.521606
	Iteration 30Q: 3 clusters Score -130355.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -130362.718750 Penalty: 753.521606
	Iteration 31Q: 3 clusters Score -130362.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -130372.265625 Penalty: 753.521606
	Iteration 32Q: 3 clusters Score -130372.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -130374.531250 Penalty: 753.521606
	Iteration 33Q: 3 clusters Score -130374.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -130376.281250 Penalty: 753.521606
	Iteration 34Q: 3 clusters Score -130376.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -130378.476562 Penalty: 753.521606
	Iteration 35Q: 3 clusters Score -130378.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -130380.273438 Penalty: 753.521606
	Iteration 36Q: 3 clusters Score -130380.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -130381.250000 Penalty: 753.521606
	Iteration 37Q: 3 clusters Score -130381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -130382.609375 Penalty: 753.521606
	Iteration 38Q: 3 clusters Score -130382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -130384.648438 Penalty: 753.521606
	Iteration 39Q: 3 clusters Score -130384.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -130388.492188 Penalty: 753.521606
	Iteration 40F: 3 clusters Score -130388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -130391.773438 Penalty: 753.521606
	Iteration 41Q: 3 clusters Score -130391.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -130393.210938 Penalty: 753.521606
	Iteration 42Q: 3 clusters Score -130393.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -130395.304688 Penalty: 753.521606
	Iteration 43Q: 3 clusters Score -130395.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -130395.304688 Penalty: 753.521606
	Iteration 44F: 3 clusters Score -130395.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24595 members 
Entering Unmasked Estep 
Score: -781885.625000 Penalty: 460.018555
	Iteration 0F: 2 clusters Score -781885.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -765312.125000 Penalty: 920.037109
	Iteration 0F: 3 clusters Score -765312.1 nChanged 11930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -772211.375000 Penalty: 920.037109
	Iteration 1F: 3 clusters Score -772211.4 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -772690.125000 Penalty: 920.037109
	Iteration 2Q: 3 clusters Score -772690.1 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -773362.000000 Penalty: 920.037109
	Iteration 3Q: 3 clusters Score -773362 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -774261.312500 Penalty: 920.037109
	Iteration 4F: 3 clusters Score -774261.3 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -775407.062500 Penalty: 920.037109
	Iteration 5F: 3 clusters Score -775407.1 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -776615.562500 Penalty: 920.037109
	Iteration 6F: 3 clusters Score -776615.6 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -777641.250000 Penalty: 920.037109
	Iteration 7F: 3 clusters Score -777641.2 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -778406.500000 Penalty: 920.037109
	Iteration 8Q: 3 clusters Score -778406.5 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -778985.500000 Penalty: 920.037109
	Iteration 9Q: 3 clusters Score -778985.5 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -779465.687500 Penalty: 920.037109
	Iteration 10Q: 3 clusters Score -779465.7 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -779890.187500 Penalty: 920.037109
	Iteration 11Q: 3 clusters Score -779890.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -780259.437500 Penalty: 920.037109
	Iteration 12Q: 3 clusters Score -780259.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -780570.750000 Penalty: 920.037109
	Iteration 13Q: 3 clusters Score -780570.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23461 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -780861.000000 Penalty: 920.037109
	Iteration 14Q: 3 clusters Score -780861 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -781083.125000 Penalty: 920.037109
	Iteration 15Q: 3 clusters Score -781083.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -781217.750000 Penalty: 920.037109
	Iteration 16Q: 3 clusters Score -781217.8 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24135 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -781297.250000 Penalty: 920.037109
	Iteration 17Q: 3 clusters Score -781297.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -781350.812500 Penalty: 920.037109
	Iteration 18Q: 3 clusters Score -781350.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -781375.937500 Penalty: 920.037109
	Iteration 19Q: 3 clusters Score -781375.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -781399.437500 Penalty: 920.037109
	Iteration 20F: 3 clusters Score -781399.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -781418.125000 Penalty: 920.037109
	Iteration 21Q: 3 clusters Score -781418.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -781436.937500 Penalty: 920.037109
	Iteration 22Q: 3 clusters Score -781436.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -781453.625000 Penalty: 920.037109
	Iteration 23Q: 3 clusters Score -781453.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -781464.562500 Penalty: 920.037109
	Iteration 24Q: 3 clusters Score -781464.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -781468.375000 Penalty: 920.037109
	Iteration 25Q: 3 clusters Score -781468.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -781472.375000 Penalty: 920.037109
	Iteration 26Q: 3 clusters Score -781472.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -781475.625000 Penalty: 920.037109
	Iteration 27Q: 3 clusters Score -781475.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -781479.500000 Penalty: 920.037109
	Iteration 28Q: 3 clusters Score -781479.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -781483.187500 Penalty: 920.037109
	Iteration 29Q: 3 clusters Score -781483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24444 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -781483.875000 Penalty: 920.037109
	Iteration 30Q: 3 clusters Score -781483.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -781484.062500 Penalty: 920.037109
	Iteration 31Q: 3 clusters Score -781484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -781485.125000 Penalty: 920.037109
	Iteration 32Q: 3 clusters Score -781485.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -781485.125000 Penalty: 920.037109
	Iteration 33F: 3 clusters Score -781485.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Entering Unmasked Estep 
Score: -62754.386719 Penalty: 346.986786
	Iteration 0F: 2 clusters Score -62754.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -61309.945312 Penalty: 693.973572
	Iteration 0F: 3 clusters Score -61309.95 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -61861.558594 Penalty: 693.973572
	Iteration 1F: 3 clusters Score -61861.56 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -62020.781250 Penalty: 693.973572
	Iteration 2F: 3 clusters Score -62020.78 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -62174.191406 Penalty: 693.973572
	Iteration 3F: 3 clusters Score -62174.19 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -62295.117188 Penalty: 693.973572
	Iteration 4F: 3 clusters Score -62295.12 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -62414.722656 Penalty: 693.973572
	Iteration 5F: 3 clusters Score -62414.72 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -62509.003906 Penalty: 693.973572
	Iteration 6Q: 3 clusters Score -62509 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -62567.519531 Penalty: 693.973572
	Iteration 7Q: 3 clusters Score -62567.52 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -62595.421875 Penalty: 693.973572
	Iteration 8Q: 3 clusters Score -62595.42 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -62612.703125 Penalty: 693.973572
	Iteration 9Q: 3 clusters Score -62612.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -62628.761719 Penalty: 693.973572
	Iteration 10Q: 3 clusters Score -62628.76 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -62646.835938 Penalty: 693.973572
	Iteration 11Q: 3 clusters Score -62646.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -62655.851562 Penalty: 693.973572
	Iteration 12Q: 3 clusters Score -62655.85 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -62661.554688 Penalty: 693.973572
	Iteration 13Q: 3 clusters Score -62661.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -62668.554688 Penalty: 693.973572
	Iteration 14Q: 3 clusters Score -62668.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -62675.445312 Penalty: 693.973572
	Iteration 15Q: 3 clusters Score -62675.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -62679.566406 Penalty: 693.973572
	Iteration 16Q: 3 clusters Score -62679.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -62681.832031 Penalty: 693.973572
	Iteration 17Q: 3 clusters Score -62681.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -62682.523438 Penalty: 693.973572
	Iteration 18Q: 3 clusters Score -62682.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -62682.933594 Penalty: 693.973572
	Iteration 19Q: 3 clusters Score -62682.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -62683.863281 Penalty: 693.973572
	Iteration 20F: 3 clusters Score -62683.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Entering Unmasked Estep 
Score: -62448.371094 Penalty: 344.595673
	Iteration 0F: 2 clusters Score -62448.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -61062.066406 Penalty: 689.191345
	Iteration 0F: 3 clusters Score -61062.07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -61511.042969 Penalty: 689.191345
	Iteration 1F: 3 clusters Score -61511.04 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -61584.664062 Penalty: 689.191345
	Iteration 2F: 3 clusters Score -61584.66 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -61661.828125 Penalty: 689.191345
	Iteration 3F: 3 clusters Score -61661.83 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -61726.875000 Penalty: 689.191345
	Iteration 4F: 3 clusters Score -61726.88 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -61814.628906 Penalty: 689.191345
	Iteration 5F: 3 clusters Score -61814.63 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -61911.207031 Penalty: 689.191345
	Iteration 6F: 3 clusters Score -61911.21 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -61991.882812 Penalty: 689.191345
	Iteration 7Q: 3 clusters Score -61991.88 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -62052.394531 Penalty: 689.191345
	Iteration 8Q: 3 clusters Score -62052.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -62085.839844 Penalty: 689.191345
	Iteration 9Q: 3 clusters Score -62085.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -62109.367188 Penalty: 689.191345
	Iteration 10Q: 3 clusters Score -62109.37 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -62125.757812 Penalty: 689.191345
	Iteration 11Q: 3 clusters Score -62125.76 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -62145.804688 Penalty: 689.191345
	Iteration 12Q: 3 clusters Score -62145.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -62152.992188 Penalty: 689.191345
	Iteration 13Q: 3 clusters Score -62152.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -62154.937500 Penalty: 689.191345
	Iteration 14Q: 3 clusters Score -62154.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -62156.687500 Penalty: 689.191345
	Iteration 15Q: 3 clusters Score -62156.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -62158.210938 Penalty: 689.191345
	Iteration 16Q: 3 clusters Score -62158.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -62158.210938 Penalty: 689.191345
	Iteration 17F: 3 clusters Score -62158.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Entering Unmasked Estep 
Score: -261100.609375 Penalty: 413.305756
	Iteration 0F: 2 clusters Score -261100.6 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 4425 members 
Entering Unmasked Estep 
Score: -255202.984375 Penalty: 826.611511
	Iteration 0F: 3 clusters Score -255203 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -257595.578125 Penalty: 826.611511
	Iteration 1F: 3 clusters Score -257595.6 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -257915.281250 Penalty: 826.611511
	Iteration 2F: 3 clusters Score -257915.3 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -258302.468750 Penalty: 826.611511
	Iteration 3F: 3 clusters Score -258302.5 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -258733.921875 Penalty: 826.611511
	Iteration 4F: 3 clusters Score -258733.9 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -259120.000000 Penalty: 826.611511
	Iteration 5F: 3 clusters Score -259120 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -259439.031250 Penalty: 826.611511
	Iteration 6F: 3 clusters Score -259439 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -259696.500000 Penalty: 826.611511
	Iteration 7Q: 3 clusters Score -259696.5 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -259841.984375 Penalty: 826.611511
	Iteration 8Q: 3 clusters Score -259842 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -259937.890625 Penalty: 826.611511
	Iteration 9Q: 3 clusters Score -259937.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -260016.265625 Penalty: 826.611511
	Iteration 10Q: 3 clusters Score -260016.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -260079.281250 Penalty: 826.611511
	Iteration 11Q: 3 clusters Score -260079.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -260142.281250 Penalty: 826.611511
	Iteration 12Q: 3 clusters Score -260142.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -260209.312500 Penalty: 826.611511
	Iteration 13Q: 3 clusters Score -260209.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -260262.015625 Penalty: 826.611511
	Iteration 14Q: 3 clusters Score -260262 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -260311.843750 Penalty: 826.611511
	Iteration 15Q: 3 clusters Score -260311.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -260368.718750 Penalty: 826.611511
	Iteration 16Q: 3 clusters Score -260368.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -260426.468750 Penalty: 826.611511
	Iteration 17Q: 3 clusters Score -260426.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -260482.718750 Penalty: 826.611511
	Iteration 18Q: 3 clusters Score -260482.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -260528.703125 Penalty: 826.611511
	Iteration 19Q: 3 clusters Score -260528.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -260575.125000 Penalty: 826.611511
	Iteration 20F: 3 clusters Score -260575.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -260604.593750 Penalty: 826.611511
	Iteration 21Q: 3 clusters Score -260604.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -260624.750000 Penalty: 826.611511
	Iteration 22Q: 3 clusters Score -260624.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -260643.484375 Penalty: 826.611511
	Iteration 23Q: 3 clusters Score -260643.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -260659.406250 Penalty: 826.611511
	Iteration 24Q: 3 clusters Score -260659.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -260678.296875 Penalty: 826.611511
	Iteration 25Q: 3 clusters Score -260678.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -260706.953125 Penalty: 826.611511
	Iteration 26Q: 3 clusters Score -260707 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -260739.968750 Penalty: 826.611511
	Iteration 27Q: 3 clusters Score -260740 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -260768.250000 Penalty: 826.611511
	Iteration 28Q: 3 clusters Score -260768.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -260789.546875 Penalty: 826.611511
	Iteration 29Q: 3 clusters Score -260789.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -260813.171875 Penalty: 826.611511
	Iteration 30Q: 3 clusters Score -260813.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -260833.343750 Penalty: 826.611511
	Iteration 31Q: 3 clusters Score -260833.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -260854.171875 Penalty: 826.611511
	Iteration 32Q: 3 clusters Score -260854.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -260875.203125 Penalty: 826.611511
	Iteration 33Q: 3 clusters Score -260875.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -260900.515625 Penalty: 826.611511
	Iteration 34Q: 3 clusters Score -260900.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -260932.468750 Penalty: 826.611511
	Iteration 35Q: 3 clusters Score -260932.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -260963.109375 Penalty: 826.611511
	Iteration 36Q: 3 clusters Score -260963.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -260978.734375 Penalty: 826.611511
	Iteration 37Q: 3 clusters Score -260978.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -260989.093750 Penalty: 826.611511
	Iteration 38Q: 3 clusters Score -260989.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -260995.953125 Penalty: 826.611511
	Iteration 39Q: 3 clusters Score -260996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -261001.093750 Penalty: 826.611511
	Iteration 40F: 3 clusters Score -261001.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -261005.109375 Penalty: 826.611511
	Iteration 41Q: 3 clusters Score -261005.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -261009.375000 Penalty: 826.611511
	Iteration 42Q: 3 clusters Score -261009.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -261011.437500 Penalty: 826.611511
	Iteration 43Q: 3 clusters Score -261011.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -261013.265625 Penalty: 826.611511
	Iteration 44Q: 3 clusters Score -261013.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -261014.078125 Penalty: 826.611511
	Iteration 45Q: 3 clusters Score -261014.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -261015.015625 Penalty: 826.611511
	Iteration 46Q: 3 clusters Score -261015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -261015.453125 Penalty: 826.611511
	Iteration 47Q: 3 clusters Score -261015.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -261015.828125 Penalty: 826.611511
	Iteration 48Q: 3 clusters Score -261015.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -261015.828125 Penalty: 826.611511
	Iteration 49F: 3 clusters Score -261015.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (14216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Entering Unmasked Estep 
Score: -437566.906250 Penalty: 435.076599
	Iteration 0F: 2 clusters Score -437566.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -427951.625000 Penalty: 870.153198
	Iteration 0F: 3 clusters Score -427951.6 nChanged 6680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -432385.468750 Penalty: 870.153198
	Iteration 1F: 3 clusters Score -432385.5 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -433193.187500 Penalty: 870.153198
	Iteration 2F: 3 clusters Score -433193.2 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -434110.656250 Penalty: 870.153198
	Iteration 3F: 3 clusters Score -434110.7 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -434962.062500 Penalty: 870.153198
	Iteration 4F: 3 clusters Score -434962.1 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -435633.656250 Penalty: 870.153198
	Iteration 5F: 3 clusters Score -435633.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -436027.281250 Penalty: 870.153198
	Iteration 6Q: 3 clusters Score -436027.3 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -436258.375000 Penalty: 870.153198
	Iteration 7Q: 3 clusters Score -436258.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -436404.062500 Penalty: 870.153198
	Iteration 8Q: 3 clusters Score -436404.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 12710 members 
Entering Unmasked Estep 
Score: -436555.687500 Penalty: 870.153198
	Iteration 9Q: 3 clusters Score -436555.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -436675.375000 Penalty: 870.153198
	Iteration 10Q: 3 clusters Score -436675.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -436782.062500 Penalty: 870.153198
	Iteration 11Q: 3 clusters Score -436782.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -436883.406250 Penalty: 870.153198
	Iteration 12Q: 3 clusters Score -436883.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -436952.562500 Penalty: 870.153198
	Iteration 13Q: 3 clusters Score -436952.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -437000.187500 Penalty: 870.153198
	Iteration 14Q: 3 clusters Score -437000.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -437043.625000 Penalty: 870.153198
	Iteration 15Q: 3 clusters Score -437043.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -437085.937500 Penalty: 870.153198
	Iteration 16Q: 3 clusters Score -437085.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -437133.343750 Penalty: 870.153198
	Iteration 17Q: 3 clusters Score -437133.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -437176.250000 Penalty: 870.153198
	Iteration 18Q: 3 clusters Score -437176.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -437211.250000 Penalty: 870.153198
	Iteration 19Q: 3 clusters Score -437211.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -437232.312500 Penalty: 870.153198
	Iteration 20F: 3 clusters Score -437232.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -437244.500000 Penalty: 870.153198
	Iteration 21Q: 3 clusters Score -437244.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -437253.843750 Penalty: 870.153198
	Iteration 22Q: 3 clusters Score -437253.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 13935 members 
Entering Unmasked Estep 
Score: -437258.312500 Penalty: 870.153198
	Iteration 23Q: 3 clusters Score -437258.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -437262.625000 Penalty: 870.153198
	Iteration 24Q: 3 clusters Score -437262.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -437266.937500 Penalty: 870.153198
	Iteration 25Q: 3 clusters Score -437266.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -437270.343750 Penalty: 870.153198
	Iteration 26Q: 3 clusters Score -437270.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -437272.875000 Penalty: 870.153198
	Iteration 27Q: 3 clusters Score -437272.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -437273.218750 Penalty: 870.153198
	Iteration 28Q: 3 clusters Score -437273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -437274.718750 Penalty: 870.153198
	Iteration 29Q: 3 clusters Score -437274.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -437277.937500 Penalty: 870.153198
	Iteration 30Q: 3 clusters Score -437277.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -437277.312500 Penalty: 870.153198
	Iteration 31Q: 3 clusters Score -437277.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -437277.656250 Penalty: 870.153198
	Iteration 32Q: 3 clusters Score -437277.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -437278.812500 Penalty: 870.153198
	Iteration 33Q: 3 clusters Score -437278.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -437282.125000 Penalty: 870.153198
	Iteration 34Q: 3 clusters Score -437282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -437283.937500 Penalty: 870.153198
	Iteration 35Q: 3 clusters Score -437283.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -437288.468750 Penalty: 870.153198
	Iteration 36Q: 3 clusters Score -437288.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -437289.625000 Penalty: 870.153198
	Iteration 37Q: 3 clusters Score -437289.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -437290.000000 Penalty: 870.153198
	Iteration 38Q: 3 clusters Score -437290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -437289.968750 Penalty: 870.153198
	Iteration 39Q: 3 clusters Score -437290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -437289.968750 Penalty: 870.153198
	Iteration 40F: 3 clusters Score -437290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Entering Unmasked Estep 
Score: -273173.593750 Penalty: 410.411224
	Iteration 0F: 2 clusters Score -273173.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -267666.593750 Penalty: 820.822449
	Iteration 0F: 3 clusters Score -267666.6 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -269838.156250 Penalty: 820.822449
	Iteration 1F: 3 clusters Score -269838.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -270042.500000 Penalty: 820.822449
	Iteration 2F: 3 clusters Score -270042.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -270306.718750 Penalty: 820.822449
	Iteration 3F: 3 clusters Score -270306.7 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -270663.500000 Penalty: 820.822449
	Iteration 4F: 3 clusters Score -270663.5 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -271094.125000 Penalty: 820.822449
	Iteration 5F: 3 clusters Score -271094.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -271476.343750 Penalty: 820.822449
	Iteration 6F: 3 clusters Score -271476.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -271815.875000 Penalty: 820.822449
	Iteration 7Q: 3 clusters Score -271815.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -272031.875000 Penalty: 820.822449
	Iteration 8Q: 3 clusters Score -272031.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -272180.781250 Penalty: 820.822449
	Iteration 9Q: 3 clusters Score -272180.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -272305.875000 Penalty: 820.822449
	Iteration 10Q: 3 clusters Score -272305.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -272423.062500 Penalty: 820.822449
	Iteration 11Q: 3 clusters Score -272423.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -272517.906250 Penalty: 820.822449
	Iteration 12Q: 3 clusters Score -272517.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -272580.093750 Penalty: 820.822449
	Iteration 13Q: 3 clusters Score -272580.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -272611.968750 Penalty: 820.822449
	Iteration 14Q: 3 clusters Score -272612 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -272644.375000 Penalty: 820.822449
	Iteration 15Q: 3 clusters Score -272644.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -272666.812500 Penalty: 820.822449
	Iteration 16Q: 3 clusters Score -272666.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -272685.062500 Penalty: 820.822449
	Iteration 17Q: 3 clusters Score -272685.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -272701.968750 Penalty: 820.822449
	Iteration 18Q: 3 clusters Score -272702 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -272722.843750 Penalty: 820.822449
	Iteration 19Q: 3 clusters Score -272722.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -272739.218750 Penalty: 820.822449
	Iteration 20F: 3 clusters Score -272739.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -272751.937500 Penalty: 820.822449
	Iteration 21Q: 3 clusters Score -272751.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -272765.937500 Penalty: 820.822449
	Iteration 22Q: 3 clusters Score -272765.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -272774.031250 Penalty: 820.822449
	Iteration 23Q: 3 clusters Score -272774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -272780.750000 Penalty: 820.822449
	Iteration 24Q: 3 clusters Score -272780.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -272788.562500 Penalty: 820.822449
	Iteration 25Q: 3 clusters Score -272788.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -272792.812500 Penalty: 820.822449
	Iteration 26Q: 3 clusters Score -272792.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -272797.125000 Penalty: 820.822449
	Iteration 27Q: 3 clusters Score -272797.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -272801.500000 Penalty: 820.822449
	Iteration 28Q: 3 clusters Score -272801.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -272808.093750 Penalty: 820.822449
	Iteration 29Q: 3 clusters Score -272808.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -272813.343750 Penalty: 820.822449
	Iteration 30Q: 3 clusters Score -272813.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -272817.687500 Penalty: 820.822449
	Iteration 31Q: 3 clusters Score -272817.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -272822.375000 Penalty: 820.822449
	Iteration 32Q: 3 clusters Score -272822.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -272827.656250 Penalty: 820.822449
	Iteration 33Q: 3 clusters Score -272827.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -272831.093750 Penalty: 820.822449
	Iteration 34Q: 3 clusters Score -272831.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -272833.218750 Penalty: 820.822449
	Iteration 35Q: 3 clusters Score -272833.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -272835.125000 Penalty: 820.822449
	Iteration 36Q: 3 clusters Score -272835.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -272835.125000 Penalty: 820.822449
	Iteration 37Q: 3 clusters Score -272835.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -272835.125000 Penalty: 820.822449
	Iteration 38F: 3 clusters Score -272835.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (28114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Entering Unmasked Estep 
Score: -924818.437500 Penalty: 466.103058
	Iteration 0F: 2 clusters Score -924818.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -906076.875000 Penalty: 932.206116
	Iteration 0F: 3 clusters Score -906076.9 nChanged 13446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Mstep: Class 2 contains 13115 members 
Entering Unmasked Estep 
Score: -914065.750000 Penalty: 932.206116
	Iteration 1F: 3 clusters Score -914065.8 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -914624.437500 Penalty: 932.206116
	Iteration 2Q: 3 clusters Score -914624.4 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -915359.625000 Penalty: 932.206116
	Iteration 3F: 3 clusters Score -915359.6 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -916220.500000 Penalty: 932.206116
	Iteration 4F: 3 clusters Score -916220.5 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -917300.625000 Penalty: 932.206116
	Iteration 5F: 3 clusters Score -917300.6 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -918542.500000 Penalty: 932.206116
	Iteration 6F: 3 clusters Score -918542.5 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -919703.437500 Penalty: 932.206116
	Iteration 7F: 3 clusters Score -919703.4 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -920448.687500 Penalty: 932.206116
	Iteration 8Q: 3 clusters Score -920448.7 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -920866.500000 Penalty: 932.206116
	Iteration 9Q: 3 clusters Score -920866.5 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -921150.687500 Penalty: 932.206116
	Iteration 10Q: 3 clusters Score -921150.7 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -921421.437500 Penalty: 932.206116
	Iteration 11Q: 3 clusters Score -921421.4 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23665 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -921704.000000 Penalty: 932.206116
	Iteration 12Q: 3 clusters Score -921704 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -922009.687500 Penalty: 932.206116
	Iteration 13Q: 3 clusters Score -922009.7 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -922351.687500 Penalty: 932.206116
	Iteration 14Q: 3 clusters Score -922351.7 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -922693.562500 Penalty: 932.206116
	Iteration 15Q: 3 clusters Score -922693.6 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -923056.500000 Penalty: 932.206116
	Iteration 16Q: 3 clusters Score -923056.5 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26533 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -923417.500000 Penalty: 932.206116
	Iteration 17Q: 3 clusters Score -923417.5 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -923731.437500 Penalty: 932.206116
	Iteration 18Q: 3 clusters Score -923731.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -923952.000000 Penalty: 932.206116
	Iteration 19Q: 3 clusters Score -923952 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27507 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -924113.187500 Penalty: 932.206116
	Iteration 20F: 3 clusters Score -924113.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -924218.500000 Penalty: 932.206116
	Iteration 21Q: 3 clusters Score -924218.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -924282.437500 Penalty: 932.206116
	Iteration 22Q: 3 clusters Score -924282.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -924334.125000 Penalty: 932.206116
	Iteration 23Q: 3 clusters Score -924334.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -924371.187500 Penalty: 932.206116
	Iteration 24Q: 3 clusters Score -924371.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -924400.000000 Penalty: 932.206116
	Iteration 25Q: 3 clusters Score -924400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27974 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -924414.812500 Penalty: 932.206116
	Iteration 26Q: 3 clusters Score -924414.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -924424.437500 Penalty: 932.206116
	Iteration 27Q: 3 clusters Score -924424.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -924424.375000 Penalty: 932.206116
	Iteration 28Q: 3 clusters Score -924424.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -924426.875000 Penalty: 932.206116
	Iteration 29Q: 3 clusters Score -924426.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -924429.125000 Penalty: 932.206116
	Iteration 30Q: 3 clusters Score -924429.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -924430.437500 Penalty: 932.206116
	Iteration 31Q: 3 clusters Score -924430.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -924433.000000 Penalty: 932.206116
	Iteration 32Q: 3 clusters Score -924433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -924434.375000 Penalty: 932.206116
	Iteration 33Q: 3 clusters Score -924434.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -924435.437500 Penalty: 932.206116
	Iteration 34Q: 3 clusters Score -924435.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -924437.437500 Penalty: 932.206116
	Iteration 35Q: 3 clusters Score -924437.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -924438.687500 Penalty: 932.206116
	Iteration 36Q: 3 clusters Score -924438.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -924439.750000 Penalty: 932.206116
	Iteration 37Q: 3 clusters Score -924439.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -924439.750000 Penalty: 932.206116
	Iteration 38F: 3 clusters Score -924439.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Entering Unmasked Estep 
Score: -483124.218750 Penalty: 436.292450
	Iteration 0F: 2 clusters Score -483124.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -473440.937500 Penalty: 872.584900
	Iteration 0F: 3 clusters Score -473440.9 nChanged 6866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -477371.218750 Penalty: 872.584900
	Iteration 1F: 3 clusters Score -477371.2 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -477658.250000 Penalty: 872.584900
	Iteration 2Q: 3 clusters Score -477658.2 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -478060.218750 Penalty: 872.584900
	Iteration 3F: 3 clusters Score -478060.2 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -478632.625000 Penalty: 872.584900
	Iteration 4F: 3 clusters Score -478632.6 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -479429.093750 Penalty: 872.584900
	Iteration 5F: 3 clusters Score -479429.1 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -480284.812500 Penalty: 872.584900
	Iteration 6F: 3 clusters Score -480284.8 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -481015.906250 Penalty: 872.584900
	Iteration 7F: 3 clusters Score -481015.9 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -481455.437500 Penalty: 872.584900
	Iteration 8Q: 3 clusters Score -481455.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -481722.750000 Penalty: 872.584900
	Iteration 9Q: 3 clusters Score -481722.8 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -481955.750000 Penalty: 872.584900
	Iteration 10Q: 3 clusters Score -481955.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -482202.812500 Penalty: 872.584900
	Iteration 11Q: 3 clusters Score -482202.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -482448.375000 Penalty: 872.584900
	Iteration 12Q: 3 clusters Score -482448.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -482658.343750 Penalty: 872.584900
	Iteration 13Q: 3 clusters Score -482658.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -482796.093750 Penalty: 872.584900
	Iteration 14Q: 3 clusters Score -482796.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -482887.281250 Penalty: 872.584900
	Iteration 15Q: 3 clusters Score -482887.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -482938.062500 Penalty: 872.584900
	Iteration 16Q: 3 clusters Score -482938.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -482978.125000 Penalty: 872.584900
	Iteration 17Q: 3 clusters Score -482978.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -483000.437500 Penalty: 872.584900
	Iteration 18Q: 3 clusters Score -483000.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -483016.312500 Penalty: 872.584900
	Iteration 19Q: 3 clusters Score -483016.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -483027.812500 Penalty: 872.584900
	Iteration 20F: 3 clusters Score -483027.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -483031.906250 Penalty: 872.584900
	Iteration 21Q: 3 clusters Score -483031.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -483034.906250 Penalty: 872.584900
	Iteration 22Q: 3 clusters Score -483034.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -483037.781250 Penalty: 872.584900
	Iteration 23Q: 3 clusters Score -483037.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -483039.593750 Penalty: 872.584900
	Iteration 24Q: 3 clusters Score -483039.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -483041.187500 Penalty: 872.584900
	Iteration 25Q: 3 clusters Score -483041.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -483042.062500 Penalty: 872.584900
	Iteration 26Q: 3 clusters Score -483042.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -483041.875000 Penalty: 872.584900
	Iteration 27Q: 3 clusters Score -483041.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -483042.125000 Penalty: 872.584900
	Iteration 28Q: 3 clusters Score -483042.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -483041.968750 Penalty: 872.584900
	Iteration 29Q: 3 clusters Score -483042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 11041 members 
Entering Unmasked Estep 
Score: -483042.000000 Penalty: 872.584900
	Iteration 30Q: 3 clusters Score -483042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -483041.812500 Penalty: 872.584900
	Iteration 31Q: 3 clusters Score -483041.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -483041.812500 Penalty: 872.584900
	Iteration 32F: 3 clusters Score -483041.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -6735.243164 Penalty: 263.023834
	Iteration 0F: 2 clusters Score -6735.243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -6391.152344 Penalty: 526.047668
	Iteration 0F: 3 clusters Score -6391.152 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6553.441406 Penalty: 526.047668
	Iteration 1F: 3 clusters Score -6553.441 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -6594.715820 Penalty: 526.047668
	Iteration 2F: 3 clusters Score -6594.716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6618.533203 Penalty: 526.047668
	Iteration 3Q: 3 clusters Score -6618.533 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -6637.145996 Penalty: 526.047668
	Iteration 4Q: 3 clusters Score -6637.146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6643.506348 Penalty: 526.047668
	Iteration 5Q: 3 clusters Score -6643.506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6657.312988 Penalty: 526.047668
	Iteration 6Q: 3 clusters Score -6657.313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6659.897949 Penalty: 526.047668
	Iteration 7Q: 3 clusters Score -6659.898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6661.411621 Penalty: 526.047668
	Iteration 8Q: 3 clusters Score -6661.412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6661.711426 Penalty: 526.047668
	Iteration 9Q: 3 clusters Score -6661.711 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6661.711426 Penalty: 526.047668
	Iteration 10F: 3 clusters Score -6661.711 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -102420.617188 Penalty: 368.901276
	Iteration 0F: 2 clusters Score -102420.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -100128.148438 Penalty: 737.802551
	Iteration 0F: 3 clusters Score -100128.1 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -101020.078125 Penalty: 737.802551
	Iteration 1F: 3 clusters Score -101020.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -101185.726562 Penalty: 737.802551
	Iteration 2F: 3 clusters Score -101185.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -101376.890625 Penalty: 737.802551
	Iteration 3F: 3 clusters Score -101376.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -101530.976562 Penalty: 737.802551
	Iteration 4F: 3 clusters Score -101531 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -101648.070312 Penalty: 737.802551
	Iteration 5F: 3 clusters Score -101648.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -101721.000000 Penalty: 737.802551
	Iteration 6Q: 3 clusters Score -101721 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -101753.757812 Penalty: 737.802551
	Iteration 7Q: 3 clusters Score -101753.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -101768.304688 Penalty: 737.802551
	Iteration 8Q: 3 clusters Score -101768.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -101775.937500 Penalty: 737.802551
	Iteration 9Q: 3 clusters Score -101775.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -101781.257812 Penalty: 737.802551
	Iteration 10Q: 3 clusters Score -101781.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -101783.296875 Penalty: 737.802551
	Iteration 11Q: 3 clusters Score -101783.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -101784.109375 Penalty: 737.802551
	Iteration 12Q: 3 clusters Score -101784.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -101785.414062 Penalty: 737.802551
	Iteration 13Q: 3 clusters Score -101785.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -101785.664062 Penalty: 737.802551
	Iteration 14Q: 3 clusters Score -101785.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -101786.109375 Penalty: 737.802551
	Iteration 15Q: 3 clusters Score -101786.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -101787.070312 Penalty: 737.802551
	Iteration 16Q: 3 clusters Score -101787.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -101788.359375 Penalty: 737.802551
	Iteration 17Q: 3 clusters Score -101788.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -101789.210938 Penalty: 737.802551
	Iteration 18Q: 3 clusters Score -101789.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -101789.617188 Penalty: 737.802551
	Iteration 19Q: 3 clusters Score -101789.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -101789.710938 Penalty: 737.802551
	Iteration 20F: 3 clusters Score -101789.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -101789.843750 Penalty: 737.802551
	Iteration 21Q: 3 clusters Score -101789.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -101789.945312 Penalty: 737.802551
	Iteration 22Q: 3 clusters Score -101789.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -101790.312500 Penalty: 737.802551
	Iteration 23Q: 3 clusters Score -101790.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -101790.335938 Penalty: 737.802551
	Iteration 24Q: 3 clusters Score -101790.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -101790.335938 Penalty: 737.802551
	Iteration 25F: 3 clusters Score -101790.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Entering Unmasked Estep 
Score: -142158.187500 Penalty: 386.052460
	Iteration 0F: 2 clusters Score -142158.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -138908.703125 Penalty: 772.104919
	Iteration 0F: 3 clusters Score -138908.7 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -140353.421875 Penalty: 772.104919
	Iteration 1F: 3 clusters Score -140353.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -140809.703125 Penalty: 772.104919
	Iteration 2F: 3 clusters Score -140809.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -141221.890625 Penalty: 772.104919
	Iteration 3F: 3 clusters Score -141221.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -141532.312500 Penalty: 772.104919
	Iteration 4F: 3 clusters Score -141532.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -141707.140625 Penalty: 772.104919
	Iteration 5F: 3 clusters Score -141707.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -141816.718750 Penalty: 772.104919
	Iteration 6Q: 3 clusters Score -141816.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -141881.406250 Penalty: 772.104919
	Iteration 7Q: 3 clusters Score -141881.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -141935.750000 Penalty: 772.104919
	Iteration 8Q: 3 clusters Score -141935.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -141973.906250 Penalty: 772.104919
	Iteration 9Q: 3 clusters Score -141973.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -142006.734375 Penalty: 772.104919
	Iteration 10Q: 3 clusters Score -142006.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -142043.109375 Penalty: 772.104919
	Iteration 11Q: 3 clusters Score -142043.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -142068.921875 Penalty: 772.104919
	Iteration 12Q: 3 clusters Score -142068.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -142078.515625 Penalty: 772.104919
	Iteration 13Q: 3 clusters Score -142078.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -142084.187500 Penalty: 772.104919
	Iteration 14Q: 3 clusters Score -142084.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -142087.265625 Penalty: 772.104919
	Iteration 15Q: 3 clusters Score -142087.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -142089.640625 Penalty: 772.104919
	Iteration 16Q: 3 clusters Score -142089.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -142092.015625 Penalty: 772.104919
	Iteration 17Q: 3 clusters Score -142092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -142095.140625 Penalty: 772.104919
	Iteration 18Q: 3 clusters Score -142095.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -142098.250000 Penalty: 772.104919
	Iteration 19Q: 3 clusters Score -142098.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -142099.671875 Penalty: 772.104919
	Iteration 20F: 3 clusters Score -142099.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -142100.906250 Penalty: 772.104919
	Iteration 21Q: 3 clusters Score -142100.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -142102.296875 Penalty: 772.104919
	Iteration 22Q: 3 clusters Score -142102.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -142103.640625 Penalty: 772.104919
	Iteration 23Q: 3 clusters Score -142103.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -142105.093750 Penalty: 772.104919
	Iteration 24Q: 3 clusters Score -142105.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -142105.328125 Penalty: 772.104919
	Iteration 25Q: 3 clusters Score -142105.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -142105.609375 Penalty: 772.104919
	Iteration 26Q: 3 clusters Score -142105.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -142106.671875 Penalty: 772.104919
	Iteration 27Q: 3 clusters Score -142106.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -142107.671875 Penalty: 772.104919
	Iteration 28Q: 3 clusters Score -142107.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -142109.671875 Penalty: 772.104919
	Iteration 29Q: 3 clusters Score -142109.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -142112.125000 Penalty: 772.104919
	Iteration 30Q: 3 clusters Score -142112.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -142115.406250 Penalty: 772.104919
	Iteration 31Q: 3 clusters Score -142115.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -142118.781250 Penalty: 772.104919
	Iteration 32Q: 3 clusters Score -142118.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -142123.015625 Penalty: 772.104919
	Iteration 33Q: 3 clusters Score -142123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -142125.984375 Penalty: 772.104919
	Iteration 34Q: 3 clusters Score -142126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -142127.546875 Penalty: 772.104919
	Iteration 35Q: 3 clusters Score -142127.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -142127.750000 Penalty: 772.104919
	Iteration 36Q: 3 clusters Score -142127.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -142128.187500 Penalty: 772.104919
	Iteration 37Q: 3 clusters Score -142128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -142128.281250 Penalty: 772.104919
	Iteration 38Q: 3 clusters Score -142128.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -142128.281250 Penalty: 772.104919
	Iteration 39F: 3 clusters Score -142128.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 5091 members 
Mstep: Class 3 contains 23343 members 
Mstep: Class 4 contains 4690 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 3110 members 
Mstep: Class 7 contains 119660 members 
Mstep: Class 8 contains 3001 members 
Mstep: Class 9 contains 6753 members 
Mstep: Class 10 contains 150706 members 
Mstep: Class 11 contains 58769 members 
Mstep: Class 12 contains 3946 members 
Mstep: Class 13 contains 24595 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 8810 members 
Mstep: Class 17 contains 14216 members 
Mstep: Class 18 contains 8267 members 
Mstep: Class 19 contains 28114 members 
Mstep: Class 20 contains 14601 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3320 members 
Mstep: Class 23 contains 4840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732976.000000 Penalty: 13779.833984
Iteration 279Q: 24 clusters Score -1.573298e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 5098 members 
Mstep: Class 3 contains 23340 members 
Mstep: Class 4 contains 4701 members 
Mstep: Class 5 contains 1843 members 
Mstep: Class 6 contains 3106 members 
Mstep: Class 7 contains 119645 members 
Mstep: Class 8 contains 3013 members 
Mstep: Class 9 contains 6753 members 
Mstep: Class 10 contains 150701 members 
Mstep: Class 11 contains 58763 members 
Mstep: Class 12 contains 3951 members 
Mstep: Class 13 contains 24591 members 
Mstep: Class 14 contains 2052 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 8802 members 
Mstep: Class 17 contains 14055 members 
Mstep: Class 18 contains 8272 members 
Mstep: Class 19 contains 28256 members 
Mstep: Class 20 contains 14599 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3318 members 
Mstep: Class 23 contains 4841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732949.000000 Penalty: 13779.833984
Iteration 280F: 24 clusters Score -1.573295e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 5100 members 
Mstep: Class 3 contains 23339 members 
Mstep: Class 4 contains 4713 members 
Mstep: Class 5 contains 1847 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 119624 members 
Mstep: Class 8 contains 3026 members 
Mstep: Class 9 contains 6756 members 
Mstep: Class 10 contains 150699 members 
Mstep: Class 11 contains 58766 members 
Mstep: Class 12 contains 3957 members 
Mstep: Class 13 contains 24588 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 8797 members 
Mstep: Class 17 contains 13886 members 
Mstep: Class 18 contains 8272 members 
Mstep: Class 19 contains 28397 members 
Mstep: Class 20 contains 14598 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3317 members 
Mstep: Class 23 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732929.000000 Penalty: 13779.833984
Iteration 281Q: 24 clusters Score -1.573293e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31160 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 23336 members 
Mstep: Class 4 contains 4720 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 119608 members 
Mstep: Class 8 contains 3030 members 
Mstep: Class 9 contains 6752 members 
Mstep: Class 10 contains 150698 members 
Mstep: Class 11 contains 58771 members 
Mstep: Class 12 contains 3958 members 
Mstep: Class 13 contains 24587 members 
Mstep: Class 14 contains 2056 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 8793 members 
Mstep: Class 17 contains 13742 members 
Mstep: Class 18 contains 8277 members 
Mstep: Class 19 contains 28522 members 
Mstep: Class 20 contains 14596 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3315 members 
Mstep: Class 23 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732936.000000 Penalty: 13779.833984
Iteration 282Q: 24 clusters Score -1.573294e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 5113 members 
Mstep: Class 3 contains 23330 members 
Mstep: Class 4 contains 4730 members 
Mstep: Class 5 contains 1853 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 7 contains 119597 members 
Mstep: Class 8 contains 3033 members 
Mstep: Class 9 contains 6747 members 
Mstep: Class 10 contains 150696 members 
Mstep: Class 11 contains 58772 members 
Mstep: Class 12 contains 3956 members 
Mstep: Class 13 contains 24591 members 
Mstep: Class 14 contains 2056 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 13587 members 
Mstep: Class 18 contains 8278 members 
Mstep: Class 19 contains 28656 members 
Mstep: Class 20 contains 14597 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3313 members 
Mstep: Class 23 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732902.000000 Penalty: 13779.833984
Iteration 283Q: 24 clusters Score -1.57329e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 5115 members 
Mstep: Class 3 contains 23325 members 
Mstep: Class 4 contains 4730 members 
Mstep: Class 5 contains 1853 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 119591 members 
Mstep: Class 8 contains 3039 members 
Mstep: Class 9 contains 6740 members 
Mstep: Class 10 contains 150698 members 
Mstep: Class 11 contains 58773 members 
Mstep: Class 12 contains 3967 members 
Mstep: Class 13 contains 24599 members 
Mstep: Class 14 contains 2058 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 8783 members 
Mstep: Class 17 contains 13435 members 
Mstep: Class 18 contains 8279 members 
Mstep: Class 19 contains 28782 members 
Mstep: Class 20 contains 14598 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3311 members 
Mstep: Class 23 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732927.000000 Penalty: 13779.833984
Iteration 284Q: 24 clusters Score -1.573293e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 5115 members 
Mstep: Class 3 contains 23322 members 
Mstep: Class 4 contains 4735 members 
Mstep: Class 5 contains 1853 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 7 contains 119585 members 
Mstep: Class 8 contains 3045 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 150702 members 
Mstep: Class 11 contains 58776 members 
Mstep: Class 12 contains 3980 members 
Mstep: Class 13 contains 24598 members 
Mstep: Class 14 contains 2059 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 8780 members 
Mstep: Class 17 contains 13303 members 
Mstep: Class 18 contains 8281 members 
Mstep: Class 19 contains 28896 members 
Mstep: Class 20 contains 14599 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3309 members 
Mstep: Class 23 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732913.000000 Penalty: 13779.833984
Iteration 285Q: 24 clusters Score -1.573291e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 5113 members 
Mstep: Class 3 contains 23319 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 1854 members 
Mstep: Class 6 contains 3084 members 
Mstep: Class 7 contains 119578 members 
Mstep: Class 8 contains 3052 members 
Mstep: Class 9 contains 6734 members 
Mstep: Class 10 contains 150704 members 
Mstep: Class 11 contains 58769 members 
Mstep: Class 12 contains 3995 members 
Mstep: Class 13 contains 24603 members 
Mstep: Class 14 contains 2059 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 8773 members 
Mstep: Class 17 contains 13182 members 
Mstep: Class 18 contains 8285 members 
Mstep: Class 19 contains 28996 members 
Mstep: Class 20 contains 14599 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 4841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732963.000000 Penalty: 13779.833984
Iteration 286Q: 24 clusters Score -1.573296e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31230 members 
Mstep: Class 2 contains 5119 members 
Mstep: Class 3 contains 23315 members 
Mstep: Class 4 contains 4750 members 
Mstep: Class 5 contains 1856 members 
Mstep: Class 6 contains 3081 members 
Mstep: Class 7 contains 119569 members 
Mstep: Class 8 contains 3059 members 
Mstep: Class 9 contains 6729 members 
Mstep: Class 10 contains 150705 members 
Mstep: Class 11 contains 58770 members 
Mstep: Class 12 contains 4007 members 
Mstep: Class 13 contains 24601 members 
Mstep: Class 14 contains 2059 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 8765 members 
Mstep: Class 17 contains 13082 members 
Mstep: Class 18 contains 8286 members 
Mstep: Class 19 contains 29083 members 
Mstep: Class 20 contains 14599 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3307 members 
Mstep: Class 23 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732975.000000 Penalty: 13779.833984
Iteration 287Q: 24 clusters Score -1.573298e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 5117 members 
Mstep: Class 3 contains 23312 members 
Mstep: Class 4 contains 4755 members 
Mstep: Class 5 contains 1856 members 
Mstep: Class 6 contains 3079 members 
Mstep: Class 7 contains 119558 members 
Mstep: Class 8 contains 3062 members 
Mstep: Class 9 contains 6723 members 
Mstep: Class 10 contains 150710 members 
Mstep: Class 11 contains 58771 members 
Mstep: Class 12 contains 4023 members 
Mstep: Class 13 contains 24595 members 
Mstep: Class 14 contains 2059 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 8760 members 
Mstep: Class 17 contains 12982 members 
Mstep: Class 18 contains 8291 members 
Mstep: Class 19 contains 29175 members 
Mstep: Class 20 contains 14599 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3307 members 
Mstep: Class 23 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732985.000000 Penalty: 13779.833984
Iteration 288Q: 24 clusters Score -1.573298e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 5120 members 
Mstep: Class 3 contains 23311 members 
Mstep: Class 4 contains 4758 members 
Mstep: Class 5 contains 1856 members 
Mstep: Class 6 contains 3082 members 
Mstep: Class 7 contains 119543 members 
Mstep: Class 8 contains 3065 members 
Mstep: Class 9 contains 6714 members 
Mstep: Class 10 contains 150707 members 
Mstep: Class 11 contains 58771 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 24587 members 
Mstep: Class 14 contains 2058 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 8760 members 
Mstep: Class 17 contains 12877 members 
Mstep: Class 18 contains 8297 members 
Mstep: Class 19 contains 29269 members 
Mstep: Class 20 contains 14602 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733011.000000 Penalty: 13779.833984
Iteration 289Q: 24 clusters Score -1.573301e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 5122 members 
Mstep: Class 3 contains 23310 members 
Mstep: Class 4 contains 4763 members 
Mstep: Class 5 contains 1856 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 7 contains 119533 members 
Mstep: Class 8 contains 3071 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 150703 members 
Mstep: Class 11 contains 58771 members 
Mstep: Class 12 contains 4047 members 
Mstep: Class 13 contains 24587 members 
Mstep: Class 14 contains 2056 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 8762 members 
Mstep: Class 17 contains 12782 members 
Mstep: Class 18 contains 8300 members 
Mstep: Class 19 contains 29354 members 
Mstep: Class 20 contains 14603 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3305 members 
Mstep: Class 23 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733010.000000 Penalty: 13779.833984
Iteration 290Q: 24 clusters Score -1.573301e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 5123 members 
Mstep: Class 3 contains 23309 members 
Mstep: Class 4 contains 4762 members 
Mstep: Class 5 contains 1856 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 7 contains 119532 members 
Mstep: Class 8 contains 3077 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 150703 members 
Mstep: Class 11 contains 58772 members 
Mstep: Class 12 contains 4065 members 
Mstep: Class 13 contains 24580 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 8757 members 
Mstep: Class 17 contains 12673 members 
Mstep: Class 18 contains 8301 members 
Mstep: Class 19 contains 29444 members 
Mstep: Class 20 contains 14604 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 4845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732999.000000 Penalty: 13779.833984
Iteration 291Q: 24 clusters Score -1.5733e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31254 members 
Mstep: Class 2 contains 5123 members 
Mstep: Class 3 contains 23309 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 1855 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 7 contains 119520 members 
Mstep: Class 8 contains 3080 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 10 contains 150706 members 
Mstep: Class 11 contains 58774 members 
Mstep: Class 12 contains 4076 members 
Mstep: Class 13 contains 24580 members 
Mstep: Class 14 contains 2053 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 8753 members 
Mstep: Class 17 contains 12563 members 
Mstep: Class 18 contains 8306 members 
Mstep: Class 19 contains 29546 members 
Mstep: Class 20 contains 14603 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733005.000000 Penalty: 13779.833984
Iteration 292Q: 24 clusters Score -1.5733e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31258 members 
Mstep: Class 2 contains 5121 members 
Mstep: Class 3 contains 23309 members 
Mstep: Class 4 contains 4765 members 
Mstep: Class 5 contains 1857 members 
Mstep: Class 6 contains 3087 members 
Mstep: Class 7 contains 119502 members 
Mstep: Class 8 contains 3081 members 
Mstep: Class 9 contains 6717 members 
Mstep: Class 10 contains 150709 members 
Mstep: Class 11 contains 58779 members 
Mstep: Class 12 contains 4093 members 
Mstep: Class 13 contains 24578 members 
Mstep: Class 14 contains 2054 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 8748 members 
Mstep: Class 17 contains 12457 members 
Mstep: Class 18 contains 8307 members 
Mstep: Class 19 contains 29639 members 
Mstep: Class 20 contains 14603 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733029.000000 Penalty: 13779.833984
Iteration 293Q: 24 clusters Score -1.573303e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31266 members 
Mstep: Class 2 contains 5118 members 
Mstep: Class 3 contains 23307 members 
Mstep: Class 4 contains 4769 members 
Mstep: Class 5 contains 1858 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 7 contains 119481 members 
Mstep: Class 8 contains 3084 members 
Mstep: Class 9 contains 6722 members 
Mstep: Class 10 contains 150712 members 
Mstep: Class 11 contains 58781 members 
Mstep: Class 12 contains 4119 members 
Mstep: Class 13 contains 24579 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 8743 members 
Mstep: Class 17 contains 12350 members 
Mstep: Class 18 contains 8310 members 
Mstep: Class 19 contains 29723 members 
Mstep: Class 20 contains 14602 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3308 members 
Mstep: Class 23 contains 4841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733028.000000 Penalty: 13779.833984
Iteration 294Q: 24 clusters Score -1.573303e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 5114 members 
Mstep: Class 3 contains 23307 members 
Mstep: Class 4 contains 4773 members 
Mstep: Class 5 contains 1857 members 
Mstep: Class 6 contains 3085 members 
Mstep: Class 7 contains 119470 members 
Mstep: Class 8 contains 3087 members 
Mstep: Class 9 contains 6724 members 
Mstep: Class 10 contains 150716 members 
Mstep: Class 11 contains 58784 members 
Mstep: Class 12 contains 4144 members 
Mstep: Class 13 contains 24579 members 
Mstep: Class 14 contains 2056 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 12258 members 
Mstep: Class 18 contains 8309 members 
Mstep: Class 19 contains 29804 members 
Mstep: Class 20 contains 14601 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3306 members 
Mstep: Class 23 contains 4841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733043.000000 Penalty: 13779.833984
Iteration 295Q: 24 clusters Score -1.573304e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 5113 members 
Mstep: Class 3 contains 23309 members 
Mstep: Class 4 contains 4782 members 
Mstep: Class 5 contains 1855 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 7 contains 119462 members 
Mstep: Class 8 contains 3086 members 
Mstep: Class 9 contains 6721 members 
Mstep: Class 10 contains 150719 members 
Mstep: Class 11 contains 58790 members 
Mstep: Class 12 contains 4170 members 
Mstep: Class 13 contains 24578 members 
Mstep: Class 14 contains 2056 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 8732 members 
Mstep: Class 17 contains 12158 members 
Mstep: Class 18 contains 8311 members 
Mstep: Class 19 contains 29887 members 
Mstep: Class 20 contains 14601 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3302 members 
Mstep: Class 23 contains 4841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733066.000000 Penalty: 13779.833984
Iteration 296Q: 24 clusters Score -1.573307e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 5111 members 
Mstep: Class 3 contains 23302 members 
Mstep: Class 4 contains 4784 members 
Mstep: Class 5 contains 1854 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 7 contains 119464 members 
Mstep: Class 8 contains 3090 members 
Mstep: Class 9 contains 6716 members 
Mstep: Class 10 contains 150720 members 
Mstep: Class 11 contains 58797 members 
Mstep: Class 12 contains 4198 members 
Mstep: Class 13 contains 24573 members 
Mstep: Class 14 contains 2056 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 8725 members 
Mstep: Class 17 contains 12059 members 
Mstep: Class 18 contains 8312 members 
Mstep: Class 19 contains 29970 members 
Mstep: Class 20 contains 14601 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 4841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733074.000000 Penalty: 13779.833984
Iteration 297Q: 24 clusters Score -1.573307e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 5107 members 
Mstep: Class 3 contains 23299 members 
Mstep: Class 4 contains 4789 members 
Mstep: Class 5 contains 1853 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 7 contains 119463 members 
Mstep: Class 8 contains 3098 members 
Mstep: Class 9 contains 6710 members 
Mstep: Class 10 contains 150722 members 
Mstep: Class 11 contains 58801 members 
Mstep: Class 12 contains 4230 members 
Mstep: Class 13 contains 24560 members 
Mstep: Class 14 contains 2056 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 8722 members 
Mstep: Class 17 contains 11957 members 
Mstep: Class 18 contains 8314 members 
Mstep: Class 19 contains 30050 members 
Mstep: Class 20 contains 14599 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3298 members 
Mstep: Class 23 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733099.000000 Penalty: 13779.833984
Iteration 298Q: 24 clusters Score -1.57331e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31261 members 
Mstep: Class 2 contains 5108 members 
Mstep: Class 3 contains 23296 members 
Mstep: Class 4 contains 4792 members 
Mstep: Class 5 contains 1854 members 
Mstep: Class 6 contains 3087 members 
Mstep: Class 7 contains 119465 members 
Mstep: Class 8 contains 3102 members 
Mstep: Class 9 contains 6704 members 
Mstep: Class 10 contains 150723 members 
Mstep: Class 11 contains 58800 members 
Mstep: Class 12 contains 4259 members 
Mstep: Class 13 contains 24551 members 
Mstep: Class 14 contains 2057 members 
Mstep: Class 15 contains 1947 members 
Mstep: Class 16 contains 8719 members 
Mstep: Class 17 contains 11861 members 
Mstep: Class 18 contains 8316 members 
Mstep: Class 19 contains 30122 members 
Mstep: Class 20 contains 14599 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3297 members 
Mstep: Class 23 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733107.000000 Penalty: 13779.833984
Iteration 299Q: 24 clusters Score -1.573311e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31259 members 
Mstep: Class 2 contains 5108 members 
Mstep: Class 3 contains 23294 members 
Mstep: Class 4 contains 4801 members 
Mstep: Class 5 contains 1855 members 
Mstep: Class 6 contains 3087 members 
Mstep: Class 7 contains 119464 members 
Mstep: Class 8 contains 3104 members 
Mstep: Class 9 contains 6701 members 
Mstep: Class 10 contains 150729 members 
Mstep: Class 11 contains 58799 members 
Mstep: Class 12 contains 4300 members 
Mstep: Class 13 contains 24539 members 
Mstep: Class 14 contains 2057 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 8721 members 
Mstep: Class 17 contains 11748 members 
Mstep: Class 18 contains 8315 members 
Mstep: Class 19 contains 30200 members 
Mstep: Class 20 contains 14599 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3292 members 
Mstep: Class 23 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733096.000000 Penalty: 13779.833984
Iteration 300F: 24 clusters Score -1.57331e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31257 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 23289 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 1855 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 7 contains 119465 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 6692 members 
Mstep: Class 10 contains 150727 members 
Mstep: Class 11 contains 58794 members 
Mstep: Class 12 contains 4337 members 
Mstep: Class 13 contains 24530 members 
Mstep: Class 14 contains 2061 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8725 members 
Mstep: Class 17 contains 11648 members 
Mstep: Class 18 contains 8316 members 
Mstep: Class 19 contains 30284 members 
Mstep: Class 20 contains 14599 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3289 members 
Mstep: Class 23 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733126.000000 Penalty: 13779.833984
Iteration 301Q: 24 clusters Score -1.573313e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31252 members 
Mstep: Class 2 contains 5106 members 
Mstep: Class 3 contains 23285 members 
Mstep: Class 4 contains 4805 members 
Mstep: Class 5 contains 1854 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 119460 members 
Mstep: Class 8 contains 3110 members 
Mstep: Class 9 contains 6686 members 
Mstep: Class 10 contains 150729 members 
Mstep: Class 11 contains 58789 members 
Mstep: Class 12 contains 4372 members 
Mstep: Class 13 contains 24532 members 
Mstep: Class 14 contains 2061 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8725 members 
Mstep: Class 17 contains 11552 members 
Mstep: Class 18 contains 8318 members 
Mstep: Class 19 contains 30360 members 
Mstep: Class 20 contains 14599 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3288 members 
Mstep: Class 23 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733144.000000 Penalty: 13779.833984
Iteration 302Q: 24 clusters Score -1.573314e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 5103 members 
Mstep: Class 3 contains 23286 members 
Mstep: Class 4 contains 4803 members 
Mstep: Class 5 contains 1853 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 7 contains 119460 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 6681 members 
Mstep: Class 10 contains 150733 members 
Mstep: Class 11 contains 58785 members 
Mstep: Class 12 contains 4407 members 
Mstep: Class 13 contains 24530 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8726 members 
Mstep: Class 17 contains 11450 members 
Mstep: Class 18 contains 8321 members 
Mstep: Class 19 contains 30436 members 
Mstep: Class 20 contains 14600 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3289 members 
Mstep: Class 23 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733182.000000 Penalty: 13779.833984
Iteration 303Q: 24 clusters Score -1.573318e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 5097 members 
Mstep: Class 3 contains 23286 members 
Mstep: Class 4 contains 4800 members 
Mstep: Class 5 contains 1853 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 7 contains 119461 members 
Mstep: Class 8 contains 3110 members 
Mstep: Class 9 contains 6677 members 
Mstep: Class 10 contains 150732 members 
Mstep: Class 11 contains 58788 members 
Mstep: Class 12 contains 4440 members 
Mstep: Class 13 contains 24528 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8721 members 
Mstep: Class 17 contains 11362 members 
Mstep: Class 18 contains 8322 members 
Mstep: Class 19 contains 30516 members 
Mstep: Class 20 contains 14600 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3286 members 
Mstep: Class 23 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733203.000000 Penalty: 13779.833984
Iteration 304Q: 24 clusters Score -1.57332e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 5094 members 
Mstep: Class 3 contains 23285 members 
Mstep: Class 4 contains 4800 members 
Mstep: Class 5 contains 1853 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 119454 members 
Mstep: Class 8 contains 3110 members 
Mstep: Class 9 contains 6670 members 
Mstep: Class 10 contains 150729 members 
Mstep: Class 11 contains 58794 members 
Mstep: Class 12 contains 4476 members 
Mstep: Class 13 contains 24525 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 11288 members 
Mstep: Class 18 contains 8323 members 
Mstep: Class 19 contains 30591 members 
Mstep: Class 20 contains 14599 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3286 members 
Mstep: Class 23 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733234.000000 Penalty: 13779.833984
Iteration 305Q: 24 clusters Score -1.573323e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31217 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 23283 members 
Mstep: Class 4 contains 4804 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 119450 members 
Mstep: Class 8 contains 3109 members 
Mstep: Class 9 contains 6662 members 
Mstep: Class 10 contains 150729 members 
Mstep: Class 11 contains 58798 members 
Mstep: Class 12 contains 4502 members 
Mstep: Class 13 contains 24525 members 
Mstep: Class 14 contains 2061 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 17 contains 11212 members 
Mstep: Class 18 contains 8325 members 
Mstep: Class 19 contains 30669 members 
Mstep: Class 20 contains 14599 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3284 members 
Mstep: Class 23 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733246.000000 Penalty: 13779.833984
Iteration 306Q: 24 clusters Score -1.573325e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 23279 members 
Mstep: Class 4 contains 4809 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 7 contains 119444 members 
Mstep: Class 8 contains 3109 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 150726 members 
Mstep: Class 11 contains 58800 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 13 contains 24519 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8700 members 
Mstep: Class 17 contains 11129 members 
Mstep: Class 18 contains 8328 members 
Mstep: Class 19 contains 30748 members 
Mstep: Class 20 contains 14600 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3283 members 
Mstep: Class 23 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733220.000000 Penalty: 13779.833984
Iteration 307Q: 24 clusters Score -1.573322e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 5092 members 
Mstep: Class 3 contains 23278 members 
Mstep: Class 4 contains 4813 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 7 contains 119440 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 150721 members 
Mstep: Class 11 contains 58803 members 
Mstep: Class 12 contains 4562 members 
Mstep: Class 13 contains 24520 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 11028 members 
Mstep: Class 18 contains 8334 members 
Mstep: Class 19 contains 30829 members 
Mstep: Class 20 contains 14602 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3281 members 
Mstep: Class 23 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733212.000000 Penalty: 13779.833984
Iteration 308Q: 24 clusters Score -1.573321e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31193 members 
Mstep: Class 2 contains 5088 members 
Mstep: Class 3 contains 23276 members 
Mstep: Class 4 contains 4822 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 7 contains 119428 members 
Mstep: Class 8 contains 3105 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 150717 members 
Mstep: Class 11 contains 58809 members 
Mstep: Class 12 contains 4592 members 
Mstep: Class 13 contains 24522 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 10920 members 
Mstep: Class 18 contains 8336 members 
Mstep: Class 19 contains 30923 members 
Mstep: Class 20 contains 14604 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3280 members 
Mstep: Class 23 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733212.000000 Penalty: 13779.833984
Iteration 309Q: 24 clusters Score -1.573321e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 5083 members 
Mstep: Class 3 contains 23276 members 
Mstep: Class 4 contains 4828 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 7 contains 119418 members 
Mstep: Class 8 contains 3104 members 
Mstep: Class 9 contains 6652 members 
Mstep: Class 10 contains 150715 members 
Mstep: Class 11 contains 58817 members 
Mstep: Class 12 contains 4621 members 
Mstep: Class 13 contains 24521 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 8690 members 
Mstep: Class 17 contains 10818 members 
Mstep: Class 18 contains 8338 members 
Mstep: Class 19 contains 31016 members 
Mstep: Class 20 contains 14604 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3279 members 
Mstep: Class 23 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733218.000000 Penalty: 13779.833984
Iteration 310Q: 24 clusters Score -1.573322e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 5079 members 
Mstep: Class 3 contains 23277 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 119400 members 
Mstep: Class 8 contains 3108 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 150713 members 
Mstep: Class 11 contains 58822 members 
Mstep: Class 12 contains 4654 members 
Mstep: Class 13 contains 24527 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 8685 members 
Mstep: Class 17 contains 10719 members 
Mstep: Class 18 contains 8339 members 
Mstep: Class 19 contains 31104 members 
Mstep: Class 20 contains 14606 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3276 members 
Mstep: Class 23 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733160.000000 Penalty: 13779.833984
Iteration 311Q: 24 clusters Score -1.573316e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 5075 members 
Mstep: Class 3 contains 23278 members 
Mstep: Class 4 contains 4841 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 119393 members 
Mstep: Class 8 contains 3109 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 150712 members 
Mstep: Class 11 contains 58820 members 
Mstep: Class 12 contains 4687 members 
Mstep: Class 13 contains 24527 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 10610 members 
Mstep: Class 18 contains 8341 members 
Mstep: Class 19 contains 31198 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3272 members 
Mstep: Class 23 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733181.000000 Penalty: 13779.833984
Iteration 312Q: 24 clusters Score -1.573318e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31136 members 
Mstep: Class 2 contains 5071 members 
Mstep: Class 3 contains 23277 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 1850 members 
Mstep: Class 6 contains 3091 members 
Mstep: Class 7 contains 119383 members 
Mstep: Class 8 contains 3110 members 
Mstep: Class 9 contains 6661 members 
Mstep: Class 10 contains 150718 members 
Mstep: Class 11 contains 58822 members 
Mstep: Class 12 contains 4720 members 
Mstep: Class 13 contains 24523 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 10502 members 
Mstep: Class 18 contains 8345 members 
Mstep: Class 19 contains 31294 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 4842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733199.000000 Penalty: 13779.833984
Iteration 313Q: 24 clusters Score -1.57332e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31111 members 
Mstep: Class 2 contains 5068 members 
Mstep: Class 3 contains 23273 members 
Mstep: Class 4 contains 4860 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 3090 members 
Mstep: Class 7 contains 119379 members 
Mstep: Class 8 contains 3110 members 
Mstep: Class 9 contains 6671 members 
Mstep: Class 10 contains 150720 members 
Mstep: Class 11 contains 58818 members 
Mstep: Class 12 contains 4768 members 
Mstep: Class 13 contains 24511 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 17 contains 10383 members 
Mstep: Class 18 contains 8351 members 
Mstep: Class 19 contains 31389 members 
Mstep: Class 20 contains 14609 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3269 members 
Mstep: Class 23 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733220.000000 Penalty: 13779.833984
Iteration 314Q: 24 clusters Score -1.573322e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 23269 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 119380 members 
Mstep: Class 8 contains 3114 members 
Mstep: Class 9 contains 6678 members 
Mstep: Class 10 contains 150722 members 
Mstep: Class 11 contains 58818 members 
Mstep: Class 12 contains 4811 members 
Mstep: Class 13 contains 24504 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 8670 members 
Mstep: Class 17 contains 10273 members 
Mstep: Class 18 contains 8356 members 
Mstep: Class 19 contains 31479 members 
Mstep: Class 20 contains 14610 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3267 members 
Mstep: Class 23 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733204.000000 Penalty: 13779.833984
Iteration 315Q: 24 clusters Score -1.57332e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 5057 members 
Mstep: Class 3 contains 23268 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 119368 members 
Mstep: Class 8 contains 3114 members 
Mstep: Class 9 contains 6684 members 
Mstep: Class 10 contains 150730 members 
Mstep: Class 11 contains 58814 members 
Mstep: Class 12 contains 4848 members 
Mstep: Class 13 contains 24499 members 
Mstep: Class 14 contains 2061 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 10179 members 
Mstep: Class 18 contains 8358 members 
Mstep: Class 19 contains 31569 members 
Mstep: Class 20 contains 14610 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3265 members 
Mstep: Class 23 contains 4843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733182.000000 Penalty: 13779.833984
Iteration 316Q: 24 clusters Score -1.573318e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 5058 members 
Mstep: Class 3 contains 23263 members 
Mstep: Class 4 contains 4871 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 3089 members 
Mstep: Class 7 contains 119358 members 
Mstep: Class 8 contains 3118 members 
Mstep: Class 9 contains 6683 members 
Mstep: Class 10 contains 150726 members 
Mstep: Class 11 contains 58811 members 
Mstep: Class 12 contains 4889 members 
Mstep: Class 13 contains 24489 members 
Mstep: Class 14 contains 2060 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 8667 members 
Mstep: Class 17 contains 10087 members 
Mstep: Class 18 contains 8360 members 
Mstep: Class 19 contains 31657 members 
Mstep: Class 20 contains 14609 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 3264 members 
Mstep: Class 23 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733209.000000 Penalty: 13779.833984
Iteration 317Q: 24 clusters Score -1.573321e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 5055 members 
Mstep: Class 3 contains 23262 members 
Mstep: Class 4 contains 4876 members 
Mstep: Class 5 contains 1852 members 
Mstep: Class 6 contains 3088 members 
Mstep: Class 7 contains 119343 members 
Mstep: Class 8 contains 3119 members 
Mstep: Class 9 contains 6684 members 
Mstep: Class 10 contains 150726 members 
Mstep: Class 11 contains 58805 members 
Mstep: Class 12 contains 4927 members 
Mstep: Class 13 contains 24477 members 
Mstep: Class 14 contains 2060 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 8666 members 
Mstep: Class 17 contains 9990 members 
Mstep: Class 18 contains 8366 members 
Mstep: Class 19 contains 31752 members 
Mstep: Class 20 contains 14609 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 3263 members 
Mstep: Class 23 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733219.000000 Penalty: 13779.833984
Iteration 318Q: 24 clusters Score -1.573322e+07 nChanged 259
Entering ConstructFrom: 
Score: -15733219.000000 Penalty: 13779.833984
Entering ConstructFrom: 
Trying to split cluster 1 (31030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Entering Unmasked Estep 
Score: -1013590.312500 Penalty: 470.593292
	Iteration 0F: 2 clusters Score -1013590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -992798.937500 Penalty: 941.186584
	Iteration 0F: 3 clusters Score -992798.9 nChanged 14923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15622 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -1001601.000000 Penalty: 941.186584
	Iteration 1F: 3 clusters Score -1001601 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1002215.437500 Penalty: 941.186584
	Iteration 2Q: 3 clusters Score -1002215 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -1003031.250000 Penalty: 941.186584
	Iteration 3F: 3 clusters Score -1003031 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 14928 members 
Entering Unmasked Estep 
Score: -1004164.250000 Penalty: 941.186584
	Iteration 4F: 3 clusters Score -1004164 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16323 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -1005657.187500 Penalty: 941.186584
	Iteration 5F: 3 clusters Score -1005657 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1007003.562500 Penalty: 941.186584
	Iteration 6F: 3 clusters Score -1007004 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -1007695.937500 Penalty: 941.186584
	Iteration 7F: 3 clusters Score -1007696 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -1007941.750000 Penalty: 941.186584
	Iteration 8Q: 3 clusters Score -1007942 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1008037.000000 Penalty: 941.186584
	Iteration 9Q: 3 clusters Score -1008037 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17182 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1008105.625000 Penalty: 941.186584
	Iteration 10Q: 3 clusters Score -1008106 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -1008192.562500 Penalty: 941.186584
	Iteration 11Q: 3 clusters Score -1008193 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1008305.875000 Penalty: 941.186584
	Iteration 12Q: 3 clusters Score -1008306 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 13183 members 
Entering Unmasked Estep 
Score: -1008430.687500 Penalty: 941.186584
	Iteration 13Q: 3 clusters Score -1008431 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1008571.250000 Penalty: 941.186584
	Iteration 14Q: 3 clusters Score -1008571 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1008748.125000 Penalty: 941.186584
	Iteration 15Q: 3 clusters Score -1008748 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -1008974.812500 Penalty: 941.186584
	Iteration 16Q: 3 clusters Score -1008975 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 11763 members 
Entering Unmasked Estep 
Score: -1009223.812500 Penalty: 941.186584
	Iteration 17Q: 3 clusters Score -1009224 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -1009498.000000 Penalty: 941.186584
	Iteration 18Q: 3 clusters Score -1009498 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 10837 members 
Entering Unmasked Estep 
Score: -1009760.187500 Penalty: 941.186584
	Iteration 19Q: 3 clusters Score -1009760 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1010023.687500 Penalty: 941.186584
	Iteration 20F: 3 clusters Score -1010024 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1010305.062500 Penalty: 941.186584
	Iteration 21Q: 3 clusters Score -1010305 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -1010589.500000 Penalty: 941.186584
	Iteration 22Q: 3 clusters Score -1010590 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1010817.937500 Penalty: 941.186584
	Iteration 23Q: 3 clusters Score -1010818 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1011030.062500 Penalty: 941.186584
	Iteration 24Q: 3 clusters Score -1011030 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -1011217.625000 Penalty: 941.186584
	Iteration 25Q: 3 clusters Score -1011218 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1011362.250000 Penalty: 941.186584
	Iteration 26Q: 3 clusters Score -1011362 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1011515.500000 Penalty: 941.186584
	Iteration 27Q: 3 clusters Score -1011516 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1011662.875000 Penalty: 941.186584
	Iteration 28Q: 3 clusters Score -1011663 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1011800.625000 Penalty: 941.186584
	Iteration 29Q: 3 clusters Score -1011801 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1011932.812500 Penalty: 941.186584
	Iteration 30Q: 3 clusters Score -1011933 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24983 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1012051.812500 Penalty: 941.186584
	Iteration 31Q: 3 clusters Score -1012052 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25297 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1012148.125000 Penalty: 941.186584
	Iteration 32Q: 3 clusters Score -1012148 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1012224.125000 Penalty: 941.186584
	Iteration 33Q: 3 clusters Score -1012224 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25866 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1012301.375000 Penalty: 941.186584
	Iteration 34Q: 3 clusters Score -1012301 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1012371.562500 Penalty: 941.186584
	Iteration 35Q: 3 clusters Score -1012372 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26395 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1012446.250000 Penalty: 941.186584
	Iteration 36Q: 3 clusters Score -1012446 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26649 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1012510.500000 Penalty: 941.186584
	Iteration 37Q: 3 clusters Score -1012510 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1012575.000000 Penalty: 941.186584
	Iteration 38Q: 3 clusters Score -1012575 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1012637.812500 Penalty: 941.186584
	Iteration 39Q: 3 clusters Score -1012638 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27324 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1012698.687500 Penalty: 941.186584
	Iteration 40F: 3 clusters Score -1012699 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27543 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1012763.062500 Penalty: 941.186584
	Iteration 41Q: 3 clusters Score -1012763 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1012824.562500 Penalty: 941.186584
	Iteration 42Q: 3 clusters Score -1012825 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1012875.437500 Penalty: 941.186584
	Iteration 43Q: 3 clusters Score -1012875 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28108 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1012914.937500 Penalty: 941.186584
	Iteration 44Q: 3 clusters Score -1012915 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28262 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1012947.812500 Penalty: 941.186584
	Iteration 45Q: 3 clusters Score -1012948 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1012985.437500 Penalty: 941.186584
	Iteration 46Q: 3 clusters Score -1012985 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1013026.937500 Penalty: 941.186584
	Iteration 47Q: 3 clusters Score -1013027 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1013066.750000 Penalty: 941.186584
	Iteration 48Q: 3 clusters Score -1013067 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1013106.812500 Penalty: 941.186584
	Iteration 49Q: 3 clusters Score -1013107 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -1013143.250000 Penalty: 941.186584
	Iteration 50Q: 3 clusters Score -1013143 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29131 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1013166.750000 Penalty: 941.186584
	Iteration 51Q: 3 clusters Score -1013167 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1013183.812500 Penalty: 941.186584
	Iteration 52Q: 3 clusters Score -1013184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1013199.625000 Penalty: 941.186584
	Iteration 53Q: 3 clusters Score -1013200 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29378 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1013214.500000 Penalty: 941.186584
	Iteration 54Q: 3 clusters Score -1013214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1013231.812500 Penalty: 941.186584
	Iteration 55Q: 3 clusters Score -1013232 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1013250.000000 Penalty: 941.186584
	Iteration 56Q: 3 clusters Score -1013250 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29598 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1013264.562500 Penalty: 941.186584
	Iteration 57Q: 3 clusters Score -1013265 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29659 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1013273.062500 Penalty: 941.186584
	Iteration 58Q: 3 clusters Score -1013273 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1013293.625000 Penalty: 941.186584
	Iteration 59Q: 3 clusters Score -1013294 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1013307.812500 Penalty: 941.186584
	Iteration 60F: 3 clusters Score -1013308 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29863 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1013322.375000 Penalty: 941.186584
	Iteration 61Q: 3 clusters Score -1013322 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29915 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1013332.312500 Penalty: 941.186584
	Iteration 62Q: 3 clusters Score -1013332 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1013340.062500 Penalty: 941.186584
	Iteration 63Q: 3 clusters Score -1013340 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1013347.375000 Penalty: 941.186584
	Iteration 64Q: 3 clusters Score -1013347 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1013353.250000 Penalty: 941.186584
	Iteration 65Q: 3 clusters Score -1013353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1013353.750000 Penalty: 941.186584
	Iteration 66Q: 3 clusters Score -1013354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1013358.187500 Penalty: 941.186584
	Iteration 67Q: 3 clusters Score -1013358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1013361.187500 Penalty: 941.186584
	Iteration 68Q: 3 clusters Score -1013361 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1013365.875000 Penalty: 941.186584
	Iteration 69Q: 3 clusters Score -1013366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1013368.625000 Penalty: 941.186584
	Iteration 70Q: 3 clusters Score -1013369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1013368.625000 Penalty: 941.186584
	Iteration 71Q: 3 clusters Score -1013369 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1013367.062500 Penalty: 941.186584
	Iteration 72Q: 3 clusters Score -1013367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30107 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1013367.062500 Penalty: 941.186584
	Iteration 73F: 3 clusters Score -1013367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Entering Unmasked Estep 
Score: -148635.687500 Penalty: 387.994049
	Iteration 0F: 2 clusters Score -148635.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -145189.625000 Penalty: 775.988098
	Iteration 0F: 3 clusters Score -145189.6 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -146787.296875 Penalty: 775.988098
	Iteration 1F: 3 clusters Score -146787.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -147097.734375 Penalty: 775.988098
	Iteration 2F: 3 clusters Score -147097.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -147332.250000 Penalty: 775.988098
	Iteration 3F: 3 clusters Score -147332.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -147541.390625 Penalty: 775.988098
	Iteration 4F: 3 clusters Score -147541.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -147719.484375 Penalty: 775.988098
	Iteration 5Q: 3 clusters Score -147719.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -147862.484375 Penalty: 775.988098
	Iteration 6Q: 3 clusters Score -147862.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -147947.812500 Penalty: 775.988098
	Iteration 7Q: 3 clusters Score -147947.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -148036.796875 Penalty: 775.988098
	Iteration 8Q: 3 clusters Score -148036.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -148122.578125 Penalty: 775.988098
	Iteration 9Q: 3 clusters Score -148122.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -148204.109375 Penalty: 775.988098
	Iteration 10Q: 3 clusters Score -148204.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -148266.921875 Penalty: 775.988098
	Iteration 11Q: 3 clusters Score -148266.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -148307.078125 Penalty: 775.988098
	Iteration 12Q: 3 clusters Score -148307.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -148329.234375 Penalty: 775.988098
	Iteration 13Q: 3 clusters Score -148329.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -148343.531250 Penalty: 775.988098
	Iteration 14Q: 3 clusters Score -148343.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -148350.921875 Penalty: 775.988098
	Iteration 15Q: 3 clusters Score -148350.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -148354.281250 Penalty: 775.988098
	Iteration 16Q: 3 clusters Score -148354.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -148358.718750 Penalty: 775.988098
	Iteration 17Q: 3 clusters Score -148358.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -148362.187500 Penalty: 775.988098
	Iteration 18Q: 3 clusters Score -148362.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -148363.750000 Penalty: 775.988098
	Iteration 19Q: 3 clusters Score -148363.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -148365.968750 Penalty: 775.988098
	Iteration 20F: 3 clusters Score -148366 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -148368.078125 Penalty: 775.988098
	Iteration 21Q: 3 clusters Score -148368.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -148369.156250 Penalty: 775.988098
	Iteration 22Q: 3 clusters Score -148369.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -148370.421875 Penalty: 775.988098
	Iteration 23Q: 3 clusters Score -148370.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -148371.828125 Penalty: 775.988098
	Iteration 24Q: 3 clusters Score -148371.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -148372.968750 Penalty: 775.988098
	Iteration 25Q: 3 clusters Score -148373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -148374.812500 Penalty: 775.988098
	Iteration 26Q: 3 clusters Score -148374.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -148376.375000 Penalty: 775.988098
	Iteration 27Q: 3 clusters Score -148376.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -148377.500000 Penalty: 775.988098
	Iteration 28Q: 3 clusters Score -148377.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -148378.062500 Penalty: 775.988098
	Iteration 29Q: 3 clusters Score -148378.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -148378.687500 Penalty: 775.988098
	Iteration 30Q: 3 clusters Score -148378.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -148379.281250 Penalty: 775.988098
	Iteration 31Q: 3 clusters Score -148379.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -148379.281250 Penalty: 775.988098
	Iteration 32Q: 3 clusters Score -148379.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -148379.421875 Penalty: 775.988098
	Iteration 33Q: 3 clusters Score -148379.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -148379.421875 Penalty: 775.988098
	Iteration 34F: 3 clusters Score -148379.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Entering Unmasked Estep 
Score: -721522.062500 Penalty: 457.479309
	Iteration 0F: 2 clusters Score -721522.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -706076.125000 Penalty: 914.958618
	Iteration 0F: 3 clusters Score -706076.1 nChanged 11064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -712579.375000 Penalty: 914.958618
	Iteration 1F: 3 clusters Score -712579.4 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -713153.437500 Penalty: 914.958618
	Iteration 2F: 3 clusters Score -713153.4 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -713971.437500 Penalty: 914.958618
	Iteration 3F: 3 clusters Score -713971.4 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -715090.937500 Penalty: 914.958618
	Iteration 4F: 3 clusters Score -715090.9 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -716420.875000 Penalty: 914.958618
	Iteration 5F: 3 clusters Score -716420.9 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -717565.375000 Penalty: 914.958618
	Iteration 6F: 3 clusters Score -717565.4 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -718175.812500 Penalty: 914.958618
	Iteration 7Q: 3 clusters Score -718175.8 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -718499.750000 Penalty: 914.958618
	Iteration 8Q: 3 clusters Score -718499.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -718726.875000 Penalty: 914.958618
	Iteration 9Q: 3 clusters Score -718726.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -718959.875000 Penalty: 914.958618
	Iteration 10Q: 3 clusters Score -718959.9 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -719178.937500 Penalty: 914.958618
	Iteration 11Q: 3 clusters Score -719178.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -719408.250000 Penalty: 914.958618
	Iteration 12Q: 3 clusters Score -719408.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -719653.687500 Penalty: 914.958618
	Iteration 13Q: 3 clusters Score -719653.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -719864.812500 Penalty: 914.958618
	Iteration 14Q: 3 clusters Score -719864.8 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -720021.625000 Penalty: 914.958618
	Iteration 15Q: 3 clusters Score -720021.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -720141.625000 Penalty: 914.958618
	Iteration 16Q: 3 clusters Score -720141.6 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -720249.375000 Penalty: 914.958618
	Iteration 17Q: 3 clusters Score -720249.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -720336.687500 Penalty: 914.958618
	Iteration 18Q: 3 clusters Score -720336.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -720401.062500 Penalty: 914.958618
	Iteration 19Q: 3 clusters Score -720401.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -720462.562500 Penalty: 914.958618
	Iteration 20F: 3 clusters Score -720462.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -720526.312500 Penalty: 914.958618
	Iteration 21Q: 3 clusters Score -720526.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16804 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -720578.125000 Penalty: 914.958618
	Iteration 22Q: 3 clusters Score -720578.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -720622.500000 Penalty: 914.958618
	Iteration 23Q: 3 clusters Score -720622.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -720665.250000 Penalty: 914.958618
	Iteration 24Q: 3 clusters Score -720665.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -720710.687500 Penalty: 914.958618
	Iteration 25Q: 3 clusters Score -720710.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -720754.187500 Penalty: 914.958618
	Iteration 26Q: 3 clusters Score -720754.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -720792.812500 Penalty: 914.958618
	Iteration 27Q: 3 clusters Score -720792.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -720822.500000 Penalty: 914.958618
	Iteration 28Q: 3 clusters Score -720822.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -720841.125000 Penalty: 914.958618
	Iteration 29Q: 3 clusters Score -720841.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -720861.187500 Penalty: 914.958618
	Iteration 30Q: 3 clusters Score -720861.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -720880.250000 Penalty: 914.958618
	Iteration 31Q: 3 clusters Score -720880.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -720894.187500 Penalty: 914.958618
	Iteration 32Q: 3 clusters Score -720894.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -720905.437500 Penalty: 914.958618
	Iteration 33Q: 3 clusters Score -720905.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -720917.250000 Penalty: 914.958618
	Iteration 34Q: 3 clusters Score -720917.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -720929.000000 Penalty: 914.958618
	Iteration 35Q: 3 clusters Score -720929 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -720938.937500 Penalty: 914.958618
	Iteration 36Q: 3 clusters Score -720938.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -720946.750000 Penalty: 914.958618
	Iteration 37Q: 3 clusters Score -720946.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -720955.062500 Penalty: 914.958618
	Iteration 38Q: 3 clusters Score -720955.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -720959.937500 Penalty: 914.958618
	Iteration 39Q: 3 clusters Score -720959.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -720966.937500 Penalty: 914.958618
	Iteration 40F: 3 clusters Score -720966.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -720974.687500 Penalty: 914.958618
	Iteration 41Q: 3 clusters Score -720974.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -720982.687500 Penalty: 914.958618
	Iteration 42Q: 3 clusters Score -720982.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -720990.937500 Penalty: 914.958618
	Iteration 43Q: 3 clusters Score -720990.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -720999.312500 Penalty: 914.958618
	Iteration 44Q: 3 clusters Score -720999.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -721008.812500 Penalty: 914.958618
	Iteration 45Q: 3 clusters Score -721008.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -721011.125000 Penalty: 914.958618
	Iteration 46Q: 3 clusters Score -721011.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -721021.000000 Penalty: 914.958618
	Iteration 47Q: 3 clusters Score -721021 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19478 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -721030.750000 Penalty: 914.958618
	Iteration 48Q: 3 clusters Score -721030.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -721040.625000 Penalty: 914.958618
	Iteration 49Q: 3 clusters Score -721040.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -721049.937500 Penalty: 914.958618
	Iteration 50Q: 3 clusters Score -721049.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -721060.250000 Penalty: 914.958618
	Iteration 51Q: 3 clusters Score -721060.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -721066.000000 Penalty: 914.958618
	Iteration 52Q: 3 clusters Score -721066 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -721072.312500 Penalty: 914.958618
	Iteration 53Q: 3 clusters Score -721072.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -721084.750000 Penalty: 914.958618
	Iteration 54Q: 3 clusters Score -721084.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -721090.187500 Penalty: 914.958618
	Iteration 55Q: 3 clusters Score -721090.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -721098.562500 Penalty: 914.958618
	Iteration 56Q: 3 clusters Score -721098.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -721108.375000 Penalty: 914.958618
	Iteration 57Q: 3 clusters Score -721108.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -721118.125000 Penalty: 914.958618
	Iteration 58Q: 3 clusters Score -721118.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -721125.750000 Penalty: 914.958618
	Iteration 59Q: 3 clusters Score -721125.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -721133.187500 Penalty: 914.958618
	Iteration 60F: 3 clusters Score -721133.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -721134.250000 Penalty: 914.958618
	Iteration 61Q: 3 clusters Score -721134.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20281 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -721138.250000 Penalty: 914.958618
	Iteration 62Q: 3 clusters Score -721138.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -721142.562500 Penalty: 914.958618
	Iteration 63Q: 3 clusters Score -721142.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -721143.812500 Penalty: 914.958618
	Iteration 64Q: 3 clusters Score -721143.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -721145.687500 Penalty: 914.958618
	Iteration 65Q: 3 clusters Score -721145.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -721146.562500 Penalty: 914.958618
	Iteration 66Q: 3 clusters Score -721146.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -721148.062500 Penalty: 914.958618
	Iteration 67Q: 3 clusters Score -721148.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -721147.937500 Penalty: 914.958618
	Iteration 68Q: 3 clusters Score -721147.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -721148.750000 Penalty: 914.958618
	Iteration 69Q: 3 clusters Score -721148.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -721151.125000 Penalty: 914.958618
	Iteration 70Q: 3 clusters Score -721151.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -721152.937500 Penalty: 914.958618
	Iteration 71Q: 3 clusters Score -721152.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20465 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -721150.687500 Penalty: 914.958618
	Iteration 72Q: 3 clusters Score -721150.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20478 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -721151.562500 Penalty: 914.958618
	Iteration 73Q: 3 clusters Score -721151.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -721154.687500 Penalty: 914.958618
	Iteration 74Q: 3 clusters Score -721154.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -721153.937500 Penalty: 914.958618
	Iteration 75Q: 3 clusters Score -721153.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -721153.937500 Penalty: 914.958618
	Iteration 76Q: 3 clusters Score -721153.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -721154.250000 Penalty: 914.958618
	Iteration 77Q: 3 clusters Score -721154.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -721153.687500 Penalty: 914.958618
	Iteration 78Q: 3 clusters Score -721153.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -721153.937500 Penalty: 914.958618
	Iteration 79Q: 3 clusters Score -721153.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -721157.062500 Penalty: 914.958618
	Iteration 80F: 3 clusters Score -721157.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -721156.062500 Penalty: 914.958618
	Iteration 81Q: 3 clusters Score -721156.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -721159.250000 Penalty: 914.958618
	Iteration 82Q: 3 clusters Score -721159.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -721158.375000 Penalty: 914.958618
	Iteration 83Q: 3 clusters Score -721158.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -721159.937500 Penalty: 914.958618
	Iteration 84Q: 3 clusters Score -721159.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -721158.812500 Penalty: 914.958618
	Iteration 85Q: 3 clusters Score -721158.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20590 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -721161.687500 Penalty: 914.958618
	Iteration 86Q: 3 clusters Score -721161.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -721160.375000 Penalty: 914.958618
	Iteration 87Q: 3 clusters Score -721160.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -721162.937500 Penalty: 914.958618
	Iteration 88Q: 3 clusters Score -721162.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -721162.875000 Penalty: 914.958618
	Iteration 89Q: 3 clusters Score -721162.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -721162.937500 Penalty: 914.958618
	Iteration 90Q: 3 clusters Score -721162.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -721162.062500 Penalty: 914.958618
	Iteration 91Q: 3 clusters Score -721162.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -721161.812500 Penalty: 914.958618
	Iteration 92Q: 3 clusters Score -721161.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -721164.750000 Penalty: 914.958618
	Iteration 93Q: 3 clusters Score -721164.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -721163.562500 Penalty: 914.958618
	Iteration 94Q: 3 clusters Score -721163.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -721165.750000 Penalty: 914.958618
	Iteration 95Q: 3 clusters Score -721165.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -721163.687500 Penalty: 914.958618
	Iteration 96Q: 3 clusters Score -721163.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -721165.125000 Penalty: 914.958618
	Iteration 97Q: 3 clusters Score -721165.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -721167.000000 Penalty: 914.958618
	Iteration 98Q: 3 clusters Score -721167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -721168.187500 Penalty: 914.958618
	Iteration 99Q: 3 clusters Score -721168.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -721169.687500 Penalty: 914.958618
	Iteration 100F: 3 clusters Score -721169.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -721169.625000 Penalty: 914.958618
	Iteration 101Q: 3 clusters Score -721169.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -721168.937500 Penalty: 914.958618
	Iteration 102Q: 3 clusters Score -721168.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -721171.000000 Penalty: 914.958618
	Iteration 103Q: 3 clusters Score -721171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -721171.937500 Penalty: 914.958618
	Iteration 104Q: 3 clusters Score -721171.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -721170.562500 Penalty: 914.958618
	Iteration 105Q: 3 clusters Score -721170.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -721173.000000 Penalty: 914.958618
	Iteration 106Q: 3 clusters Score -721173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -721174.562500 Penalty: 914.958618
	Iteration 107Q: 3 clusters Score -721174.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -721175.437500 Penalty: 914.958618
	Iteration 108Q: 3 clusters Score -721175.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -721173.375000 Penalty: 914.958618
	Iteration 109Q: 3 clusters Score -721173.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -721175.375000 Penalty: 914.958618
	Iteration 110Q: 3 clusters Score -721175.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -721176.687500 Penalty: 914.958618
	Iteration 111Q: 3 clusters Score -721176.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -721174.875000 Penalty: 914.958618
	Iteration 112Q: 3 clusters Score -721174.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -721175.562500 Penalty: 914.958618
	Iteration 113Q: 3 clusters Score -721175.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -721177.375000 Penalty: 914.958618
	Iteration 114Q: 3 clusters Score -721177.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -721178.500000 Penalty: 914.958618
	Iteration 115Q: 3 clusters Score -721178.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20853 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -721177.062500 Penalty: 914.958618
	Iteration 116Q: 3 clusters Score -721177.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20860 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -721177.750000 Penalty: 914.958618
	Iteration 117Q: 3 clusters Score -721177.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -721176.625000 Penalty: 914.958618
	Iteration 118Q: 3 clusters Score -721176.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -721176.437500 Penalty: 914.958618
	Iteration 119Q: 3 clusters Score -721176.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -721177.562500 Penalty: 914.958618
	Iteration 120F: 3 clusters Score -721177.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -721178.312500 Penalty: 914.958618
	Iteration 121Q: 3 clusters Score -721178.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -721178.750000 Penalty: 914.958618
	Iteration 122Q: 3 clusters Score -721178.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -721179.062500 Penalty: 914.958618
	Iteration 123Q: 3 clusters Score -721179.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -721178.625000 Penalty: 914.958618
	Iteration 124Q: 3 clusters Score -721178.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -721179.062500 Penalty: 914.958618
	Iteration 125Q: 3 clusters Score -721179.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -721179.812500 Penalty: 914.958618
	Iteration 126Q: 3 clusters Score -721179.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -721179.250000 Penalty: 914.958618
	Iteration 127Q: 3 clusters Score -721179.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -721180.312500 Penalty: 914.958618
	Iteration 128Q: 3 clusters Score -721180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -721180.312500 Penalty: 914.958618
	Iteration 129Q: 3 clusters Score -721180.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20915 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -721180.437500 Penalty: 914.958618
	Iteration 130Q: 3 clusters Score -721180.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -721180.937500 Penalty: 914.958618
	Iteration 131Q: 3 clusters Score -721180.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -721181.562500 Penalty: 914.958618
	Iteration 132Q: 3 clusters Score -721181.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -721181.562500 Penalty: 914.958618
	Iteration 133F: 3 clusters Score -721181.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -143394.375000 Penalty: 386.436279
	Iteration 0F: 2 clusters Score -143394.4 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 2442 members 
Entering Unmasked Estep 
Score: -140157.140625 Penalty: 772.872559
	Iteration 0F: 3 clusters Score -140157.1 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -141613.781250 Penalty: 772.872559
	Iteration 1F: 3 clusters Score -141613.8 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -141813.218750 Penalty: 772.872559
	Iteration 2F: 3 clusters Score -141813.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -141976.203125 Penalty: 772.872559
	Iteration 3F: 3 clusters Score -141976.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -142094.468750 Penalty: 772.872559
	Iteration 4Q: 3 clusters Score -142094.5 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -142200.343750 Penalty: 772.872559
	Iteration 5Q: 3 clusters Score -142200.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -142305.562500 Penalty: 772.872559
	Iteration 6Q: 3 clusters Score -142305.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -142414.937500 Penalty: 772.872559
	Iteration 7Q: 3 clusters Score -142414.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -142549.437500 Penalty: 772.872559
	Iteration 8Q: 3 clusters Score -142549.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -142671.531250 Penalty: 772.872559
	Iteration 9Q: 3 clusters Score -142671.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -142789.796875 Penalty: 772.872559
	Iteration 10Q: 3 clusters Score -142789.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -142889.390625 Penalty: 772.872559
	Iteration 11Q: 3 clusters Score -142889.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -142950.703125 Penalty: 772.872559
	Iteration 12Q: 3 clusters Score -142950.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -142987.437500 Penalty: 772.872559
	Iteration 13Q: 3 clusters Score -142987.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -143020.062500 Penalty: 772.872559
	Iteration 14Q: 3 clusters Score -143020.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -143040.578125 Penalty: 772.872559
	Iteration 15Q: 3 clusters Score -143040.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -143055.312500 Penalty: 772.872559
	Iteration 16Q: 3 clusters Score -143055.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -143080.000000 Penalty: 772.872559
	Iteration 17Q: 3 clusters Score -143080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -143111.656250 Penalty: 772.872559
	Iteration 18Q: 3 clusters Score -143111.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -143143.656250 Penalty: 772.872559
	Iteration 19Q: 3 clusters Score -143143.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -143158.765625 Penalty: 772.872559
	Iteration 20F: 3 clusters Score -143158.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -143167.187500 Penalty: 772.872559
	Iteration 21Q: 3 clusters Score -143167.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -143176.421875 Penalty: 772.872559
	Iteration 22Q: 3 clusters Score -143176.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -143182.984375 Penalty: 772.872559
	Iteration 23Q: 3 clusters Score -143183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -143185.796875 Penalty: 772.872559
	Iteration 24Q: 3 clusters Score -143185.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -143187.640625 Penalty: 772.872559
	Iteration 25Q: 3 clusters Score -143187.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -143188.093750 Penalty: 772.872559
	Iteration 26Q: 3 clusters Score -143188.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -143189.015625 Penalty: 772.872559
	Iteration 27Q: 3 clusters Score -143189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -143189.250000 Penalty: 772.872559
	Iteration 28Q: 3 clusters Score -143189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -143189.593750 Penalty: 772.872559
	Iteration 29Q: 3 clusters Score -143189.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -143190.093750 Penalty: 772.872559
	Iteration 30Q: 3 clusters Score -143190.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -143190.125000 Penalty: 772.872559
	Iteration 31Q: 3 clusters Score -143190.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -143190.390625 Penalty: 772.872559
	Iteration 32Q: 3 clusters Score -143190.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -143190.390625 Penalty: 772.872559
	Iteration 33F: 3 clusters Score -143190.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (1851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Entering Unmasked Estep 
Score: -61422.621094 Penalty: 342.318390
	Iteration 0F: 2 clusters Score -61422.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -60031.906250 Penalty: 684.636780
	Iteration 0F: 3 clusters Score -60031.91 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -60536.394531 Penalty: 684.636780
	Iteration 1F: 3 clusters Score -60536.39 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -60651.925781 Penalty: 684.636780
	Iteration 2F: 3 clusters Score -60651.93 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -60733.101562 Penalty: 684.636780
	Iteration 3F: 3 clusters Score -60733.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -60827.640625 Penalty: 684.636780
	Iteration 4F: 3 clusters Score -60827.64 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -60910.085938 Penalty: 684.636780
	Iteration 5F: 3 clusters Score -60910.09 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -60962.171875 Penalty: 684.636780
	Iteration 6Q: 3 clusters Score -60962.17 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -60992.273438 Penalty: 684.636780
	Iteration 7Q: 3 clusters Score -60992.27 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -61012.625000 Penalty: 684.636780
	Iteration 8Q: 3 clusters Score -61012.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -61028.632812 Penalty: 684.636780
	Iteration 9Q: 3 clusters Score -61028.63 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -61044.945312 Penalty: 684.636780
	Iteration 10Q: 3 clusters Score -61044.95 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -61058.644531 Penalty: 684.636780
	Iteration 11Q: 3 clusters Score -61058.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61076.015625 Penalty: 684.636780
	Iteration 12Q: 3 clusters Score -61076.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -61087.480469 Penalty: 684.636780
	Iteration 13Q: 3 clusters Score -61087.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -61095.808594 Penalty: 684.636780
	Iteration 14Q: 3 clusters Score -61095.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -61106.496094 Penalty: 684.636780
	Iteration 15Q: 3 clusters Score -61106.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -61113.671875 Penalty: 684.636780
	Iteration 16Q: 3 clusters Score -61113.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -61119.402344 Penalty: 684.636780
	Iteration 17Q: 3 clusters Score -61119.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -61122.121094 Penalty: 684.636780
	Iteration 18Q: 3 clusters Score -61122.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -61123.441406 Penalty: 684.636780
	Iteration 19Q: 3 clusters Score -61123.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -61123.734375 Penalty: 684.636780
	Iteration 20F: 3 clusters Score -61123.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Entering Unmasked Estep 
Score: -100822.414062 Penalty: 365.575714
	Iteration 0F: 2 clusters Score -100822.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -98717.125000 Penalty: 731.151428
	Iteration 0F: 3 clusters Score -98717.12 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -99434.296875 Penalty: 731.151428
	Iteration 1F: 3 clusters Score -99434.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -99534.453125 Penalty: 731.151428
	Iteration 2F: 3 clusters Score -99534.45 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -99637.765625 Penalty: 731.151428
	Iteration 3F: 3 clusters Score -99637.77 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -99730.656250 Penalty: 731.151428
	Iteration 4F: 3 clusters Score -99730.66 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -99846.953125 Penalty: 731.151428
	Iteration 5F: 3 clusters Score -99846.95 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -99978.539062 Penalty: 731.151428
	Iteration 6F: 3 clusters Score -99978.54 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -100097.578125 Penalty: 731.151428
	Iteration 7Q: 3 clusters Score -100097.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -100176.726562 Penalty: 731.151428
	Iteration 8Q: 3 clusters Score -100176.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -100220.687500 Penalty: 731.151428
	Iteration 9Q: 3 clusters Score -100220.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -100251.226562 Penalty: 731.151428
	Iteration 10Q: 3 clusters Score -100251.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -100270.468750 Penalty: 731.151428
	Iteration 11Q: 3 clusters Score -100270.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -100279.242188 Penalty: 731.151428
	Iteration 12Q: 3 clusters Score -100279.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -100286.492188 Penalty: 731.151428
	Iteration 13Q: 3 clusters Score -100286.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -100295.375000 Penalty: 731.151428
	Iteration 14Q: 3 clusters Score -100295.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -100302.789062 Penalty: 731.151428
	Iteration 15Q: 3 clusters Score -100302.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -100309.437500 Penalty: 731.151428
	Iteration 16Q: 3 clusters Score -100309.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -100315.437500 Penalty: 731.151428
	Iteration 17Q: 3 clusters Score -100315.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -100319.914062 Penalty: 731.151428
	Iteration 18Q: 3 clusters Score -100319.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -100325.750000 Penalty: 731.151428
	Iteration 19Q: 3 clusters Score -100325.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -100333.046875 Penalty: 731.151428
	Iteration 20F: 3 clusters Score -100333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -100339.281250 Penalty: 731.151428
	Iteration 21Q: 3 clusters Score -100339.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -100350.359375 Penalty: 731.151428
	Iteration 22Q: 3 clusters Score -100350.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -100359.343750 Penalty: 731.151428
	Iteration 23Q: 3 clusters Score -100359.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -100367.640625 Penalty: 731.151428
	Iteration 24Q: 3 clusters Score -100367.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -100375.257812 Penalty: 731.151428
	Iteration 25Q: 3 clusters Score -100375.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -100382.554688 Penalty: 731.151428
	Iteration 26Q: 3 clusters Score -100382.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -100387.328125 Penalty: 731.151428
	Iteration 27Q: 3 clusters Score -100387.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -100390.453125 Penalty: 731.151428
	Iteration 28Q: 3 clusters Score -100390.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -100392.531250 Penalty: 731.151428
	Iteration 29Q: 3 clusters Score -100392.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -100395.664062 Penalty: 731.151428
	Iteration 30Q: 3 clusters Score -100395.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -100400.070312 Penalty: 731.151428
	Iteration 31Q: 3 clusters Score -100400.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -100406.851562 Penalty: 731.151428
	Iteration 32Q: 3 clusters Score -100406.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -100412.773438 Penalty: 731.151428
	Iteration 33Q: 3 clusters Score -100412.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -100419.078125 Penalty: 731.151428
	Iteration 34Q: 3 clusters Score -100419.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -100425.695312 Penalty: 731.151428
	Iteration 35Q: 3 clusters Score -100425.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -100430.468750 Penalty: 731.151428
	Iteration 36Q: 3 clusters Score -100430.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -100432.992188 Penalty: 731.151428
	Iteration 37Q: 3 clusters Score -100433 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -100437.593750 Penalty: 731.151428
	Iteration 38Q: 3 clusters Score -100437.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -100443.843750 Penalty: 731.151428
	Iteration 39Q: 3 clusters Score -100443.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -100447.578125 Penalty: 731.151428
	Iteration 40F: 3 clusters Score -100447.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -100450.570312 Penalty: 731.151428
	Iteration 41Q: 3 clusters Score -100450.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -100451.820312 Penalty: 731.151428
	Iteration 42Q: 3 clusters Score -100451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -100452.781250 Penalty: 731.151428
	Iteration 43Q: 3 clusters Score -100452.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100453.617188 Penalty: 731.151428
	Iteration 44Q: 3 clusters Score -100453.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -100454.070312 Penalty: 731.151428
	Iteration 45Q: 3 clusters Score -100454.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100454.343750 Penalty: 731.151428
	Iteration 46Q: 3 clusters Score -100454.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100454.343750 Penalty: 731.151428
	Iteration 47F: 3 clusters Score -100454.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (119344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Entering Unmasked Estep 
Score: -3933552.250000 Penalty: 531.884277
	Iteration 0F: 2 clusters Score -3933552 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59935 members 
Mstep: Class 2 contains 59409 members 
Entering Unmasked Estep 
Score: -3852825.000000 Penalty: 1063.768555
	Iteration 0F: 3 clusters Score -3852825 nChanged 58370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67657 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -3889894.000000 Penalty: 1063.768555
	Iteration 1F: 3 clusters Score -3889894 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72220 members 
Mstep: Class 2 contains 47124 members 
Entering Unmasked Estep 
Score: -3893949.250000 Penalty: 1063.768555
	Iteration 2F: 3 clusters Score -3893949 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 41051 members 
Entering Unmasked Estep 
Score: -3900128.500000 Penalty: 1063.768555
	Iteration 3F: 3 clusters Score -3900128 nChanged 8987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84840 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -3907697.500000 Penalty: 1063.768555
	Iteration 4F: 3 clusters Score -3907698 nChanged 7780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90216 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -3914111.500000 Penalty: 1063.768555
	Iteration 5F: 3 clusters Score -3914112 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93819 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -3918035.000000 Penalty: 1063.768555
	Iteration 6Q: 3 clusters Score -3918035 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96598 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -3920277.500000 Penalty: 1063.768555
	Iteration 7Q: 3 clusters Score -3920278 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99197 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -3922153.500000 Penalty: 1063.768555
	Iteration 8Q: 3 clusters Score -3922154 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101587 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -3923868.250000 Penalty: 1063.768555
	Iteration 9Q: 3 clusters Score -3923868 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103595 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -3925413.250000 Penalty: 1063.768555
	Iteration 10Q: 3 clusters Score -3925413 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105269 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -3926819.500000 Penalty: 1063.768555
	Iteration 11Q: 3 clusters Score -3926820 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106584 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -3927992.000000 Penalty: 1063.768555
	Iteration 12Q: 3 clusters Score -3927992 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107657 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -3928978.500000 Penalty: 1063.768555
	Iteration 13Q: 3 clusters Score -3928978 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108444 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -3929730.750000 Penalty: 1063.768555
	Iteration 14Q: 3 clusters Score -3929731 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109142 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -3930319.750000 Penalty: 1063.768555
	Iteration 15Q: 3 clusters Score -3930320 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109725 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -3930797.250000 Penalty: 1063.768555
	Iteration 16Q: 3 clusters Score -3930797 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110198 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -3931120.500000 Penalty: 1063.768555
	Iteration 17Q: 3 clusters Score -3931120 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110641 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -3931409.500000 Penalty: 1063.768555
	Iteration 18Q: 3 clusters Score -3931410 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111047 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -3931609.500000 Penalty: 1063.768555
	Iteration 19Q: 3 clusters Score -3931610 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111419 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3931788.750000 Penalty: 1063.768555
	Iteration 20F: 3 clusters Score -3931789 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111745 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -3931907.250000 Penalty: 1063.768555
	Iteration 21Q: 3 clusters Score -3931907 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112060 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -3931990.000000 Penalty: 1063.768555
	Iteration 22Q: 3 clusters Score -3931990 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112340 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -3932047.750000 Penalty: 1063.768555
	Iteration 23Q: 3 clusters Score -3932048 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112593 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -3932101.250000 Penalty: 1063.768555
	Iteration 24Q: 3 clusters Score -3932101 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112812 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -3932149.250000 Penalty: 1063.768555
	Iteration 25Q: 3 clusters Score -3932149 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113044 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3932194.500000 Penalty: 1063.768555
	Iteration 26Q: 3 clusters Score -3932194 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113236 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -3932224.000000 Penalty: 1063.768555
	Iteration 27Q: 3 clusters Score -3932224 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113423 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -3932243.000000 Penalty: 1063.768555
	Iteration 28Q: 3 clusters Score -3932243 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113595 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -3932268.750000 Penalty: 1063.768555
	Iteration 29Q: 3 clusters Score -3932269 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113765 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -3932304.250000 Penalty: 1063.768555
	Iteration 30Q: 3 clusters Score -3932304 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113921 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -3932342.000000 Penalty: 1063.768555
	Iteration 31Q: 3 clusters Score -3932342 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114062 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -3932373.500000 Penalty: 1063.768555
	Iteration 32Q: 3 clusters Score -3932374 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114201 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -3932401.000000 Penalty: 1063.768555
	Iteration 33Q: 3 clusters Score -3932401 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114324 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -3932433.750000 Penalty: 1063.768555
	Iteration 34Q: 3 clusters Score -3932434 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114447 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -3932449.000000 Penalty: 1063.768555
	Iteration 35Q: 3 clusters Score -3932449 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114573 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -3932467.250000 Penalty: 1063.768555
	Iteration 36Q: 3 clusters Score -3932467 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114710 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -3932495.750000 Penalty: 1063.768555
	Iteration 37Q: 3 clusters Score -3932496 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114831 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -3932526.750000 Penalty: 1063.768555
	Iteration 38Q: 3 clusters Score -3932527 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114966 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -3932540.000000 Penalty: 1063.768555
	Iteration 39Q: 3 clusters Score -3932540 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115082 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -3932551.500000 Penalty: 1063.768555
	Iteration 40F: 3 clusters Score -3932552 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115198 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3932577.000000 Penalty: 1063.768555
	Iteration 41Q: 3 clusters Score -3932577 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115324 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -3932607.750000 Penalty: 1063.768555
	Iteration 42Q: 3 clusters Score -3932608 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115423 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -3932637.750000 Penalty: 1063.768555
	Iteration 43Q: 3 clusters Score -3932638 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115515 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -3932663.750000 Penalty: 1063.768555
	Iteration 44Q: 3 clusters Score -3932664 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115597 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -3932670.250000 Penalty: 1063.768555
	Iteration 45Q: 3 clusters Score -3932670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115671 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -3932679.000000 Penalty: 1063.768555
	Iteration 46Q: 3 clusters Score -3932679 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115732 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -3932686.750000 Penalty: 1063.768555
	Iteration 47Q: 3 clusters Score -3932687 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115802 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3932693.500000 Penalty: 1063.768555
	Iteration 48Q: 3 clusters Score -3932694 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115865 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -3932700.500000 Penalty: 1063.768555
	Iteration 49Q: 3 clusters Score -3932700 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115934 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3932707.500000 Penalty: 1063.768555
	Iteration 50Q: 3 clusters Score -3932708 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116004 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3932715.000000 Penalty: 1063.768555
	Iteration 51Q: 3 clusters Score -3932715 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116079 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -3932721.000000 Penalty: 1063.768555
	Iteration 52Q: 3 clusters Score -3932721 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116163 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -3932725.500000 Penalty: 1063.768555
	Iteration 53Q: 3 clusters Score -3932726 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116231 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -3932734.000000 Penalty: 1063.768555
	Iteration 54Q: 3 clusters Score -3932734 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116289 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -3932738.500000 Penalty: 1063.768555
	Iteration 55Q: 3 clusters Score -3932738 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116345 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3932748.500000 Penalty: 1063.768555
	Iteration 56Q: 3 clusters Score -3932748 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116404 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -3932762.000000 Penalty: 1063.768555
	Iteration 57Q: 3 clusters Score -3932762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116459 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3932769.000000 Penalty: 1063.768555
	Iteration 58Q: 3 clusters Score -3932769 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116509 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -3932772.000000 Penalty: 1063.768555
	Iteration 59Q: 3 clusters Score -3932772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116563 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -3932776.000000 Penalty: 1063.768555
	Iteration 60F: 3 clusters Score -3932776 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116610 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -3932781.000000 Penalty: 1063.768555
	Iteration 61Q: 3 clusters Score -3932781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116647 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3932774.750000 Penalty: 1063.768555
	Iteration 62Q: 3 clusters Score -3932775 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116690 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3932794.500000 Penalty: 1063.768555
	Iteration 63Q: 3 clusters Score -3932794 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116738 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3932793.750000 Penalty: 1063.768555
	Iteration 64Q: 3 clusters Score -3932794 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116778 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -3932795.750000 Penalty: 1063.768555
	Iteration 65Q: 3 clusters Score -3932796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116812 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3932801.750000 Penalty: 1063.768555
	Iteration 66Q: 3 clusters Score -3932802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116844 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3932808.750000 Penalty: 1063.768555
	Iteration 67Q: 3 clusters Score -3932809 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116874 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -3932805.750000 Penalty: 1063.768555
	Iteration 68Q: 3 clusters Score -3932806 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116909 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -3932797.000000 Penalty: 1063.768555
	Iteration 69Q: 3 clusters Score -3932797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116944 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3932798.250000 Penalty: 1063.768555
	Iteration 70Q: 3 clusters Score -3932798 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116981 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3932806.250000 Penalty: 1063.768555
	Iteration 71Q: 3 clusters Score -3932806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117021 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3932810.250000 Penalty: 1063.768555
	Iteration 72Q: 3 clusters Score -3932810 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117053 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -3932823.000000 Penalty: 1063.768555
	Iteration 73Q: 3 clusters Score -3932823 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117089 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -3932820.000000 Penalty: 1063.768555
	Iteration 74Q: 3 clusters Score -3932820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117136 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3932825.500000 Penalty: 1063.768555
	Iteration 75Q: 3 clusters Score -3932826 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117178 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3932835.500000 Penalty: 1063.768555
	Iteration 76Q: 3 clusters Score -3932836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117233 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3932840.500000 Penalty: 1063.768555
	Iteration 77Q: 3 clusters Score -3932840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117282 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -3932845.000000 Penalty: 1063.768555
	Iteration 78Q: 3 clusters Score -3932845 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117333 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3932850.250000 Penalty: 1063.768555
	Iteration 79Q: 3 clusters Score -3932850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117389 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -3932861.750000 Penalty: 1063.768555
	Iteration 80F: 3 clusters Score -3932862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117439 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -3932861.500000 Penalty: 1063.768555
	Iteration 81Q: 3 clusters Score -3932862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117482 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3932865.000000 Penalty: 1063.768555
	Iteration 82Q: 3 clusters Score -3932865 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117512 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3932871.000000 Penalty: 1063.768555
	Iteration 83Q: 3 clusters Score -3932871 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117542 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -3932878.000000 Penalty: 1063.768555
	Iteration 84Q: 3 clusters Score -3932878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117576 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -3932887.500000 Penalty: 1063.768555
	Iteration 85Q: 3 clusters Score -3932888 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117613 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -3932903.500000 Penalty: 1063.768555
	Iteration 86Q: 3 clusters Score -3932904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117652 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -3932915.750000 Penalty: 1063.768555
	Iteration 87Q: 3 clusters Score -3932916 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117697 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3932923.750000 Penalty: 1063.768555
	Iteration 88Q: 3 clusters Score -3932924 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117738 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -3932930.500000 Penalty: 1063.768555
	Iteration 89Q: 3 clusters Score -3932930 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117778 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3932932.000000 Penalty: 1063.768555
	Iteration 90Q: 3 clusters Score -3932932 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117812 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3932936.000000 Penalty: 1063.768555
	Iteration 91Q: 3 clusters Score -3932936 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117849 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3932936.500000 Penalty: 1063.768555
	Iteration 92Q: 3 clusters Score -3932936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117874 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -3932947.000000 Penalty: 1063.768555
	Iteration 93Q: 3 clusters Score -3932947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117906 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3932956.500000 Penalty: 1063.768555
	Iteration 94Q: 3 clusters Score -3932956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117932 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -3932953.750000 Penalty: 1063.768555
	Iteration 95Q: 3 clusters Score -3932954 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117965 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -3932965.750000 Penalty: 1063.768555
	Iteration 96Q: 3 clusters Score -3932966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117997 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3932969.250000 Penalty: 1063.768555
	Iteration 97Q: 3 clusters Score -3932969 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118025 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -3932973.500000 Penalty: 1063.768555
	Iteration 98Q: 3 clusters Score -3932974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118057 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -3932979.500000 Penalty: 1063.768555
	Iteration 99Q: 3 clusters Score -3932980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118082 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -3932979.500000 Penalty: 1063.768555
	Iteration 100F: 3 clusters Score -3932980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118105 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3932978.250000 Penalty: 1063.768555
	Iteration 101Q: 3 clusters Score -3932978 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118133 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -3932983.250000 Penalty: 1063.768555
	Iteration 102Q: 3 clusters Score -3932983 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118165 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -3932986.500000 Penalty: 1063.768555
	Iteration 103Q: 3 clusters Score -3932986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118192 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -3932994.500000 Penalty: 1063.768555
	Iteration 104Q: 3 clusters Score -3932994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118217 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3933004.000000 Penalty: 1063.768555
	Iteration 105Q: 3 clusters Score -3933004 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118240 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3932996.750000 Penalty: 1063.768555
	Iteration 106Q: 3 clusters Score -3932997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118263 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -3933000.500000 Penalty: 1063.768555
	Iteration 107Q: 3 clusters Score -3933000 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118279 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -3932997.000000 Penalty: 1063.768555
	Iteration 108Q: 3 clusters Score -3932997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118296 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3933000.750000 Penalty: 1063.768555
	Iteration 109Q: 3 clusters Score -3933001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118312 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -3933008.250000 Penalty: 1063.768555
	Iteration 110Q: 3 clusters Score -3933008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118332 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3933016.750000 Penalty: 1063.768555
	Iteration 111Q: 3 clusters Score -3933017 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118352 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3933017.750000 Penalty: 1063.768555
	Iteration 112Q: 3 clusters Score -3933018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118364 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3933013.000000 Penalty: 1063.768555
	Iteration 113Q: 3 clusters Score -3933013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118378 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -3933013.250000 Penalty: 1063.768555
	Iteration 114Q: 3 clusters Score -3933013 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118393 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3933015.750000 Penalty: 1063.768555
	Iteration 115Q: 3 clusters Score -3933016 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118414 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -3933023.500000 Penalty: 1063.768555
	Iteration 116Q: 3 clusters Score -3933024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118428 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3933026.000000 Penalty: 1063.768555
	Iteration 117Q: 3 clusters Score -3933026 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118440 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3933026.250000 Penalty: 1063.768555
	Iteration 118Q: 3 clusters Score -3933026 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118453 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3933027.000000 Penalty: 1063.768555
	Iteration 119Q: 3 clusters Score -3933027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118465 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3933029.750000 Penalty: 1063.768555
	Iteration 120F: 3 clusters Score -3933030 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118481 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3933030.750000 Penalty: 1063.768555
	Iteration 121Q: 3 clusters Score -3933031 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118505 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3933038.250000 Penalty: 1063.768555
	Iteration 122Q: 3 clusters Score -3933038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118515 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -3933042.250000 Penalty: 1063.768555
	Iteration 123Q: 3 clusters Score -3933042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118527 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3933046.500000 Penalty: 1063.768555
	Iteration 124Q: 3 clusters Score -3933046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118543 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3933041.250000 Penalty: 1063.768555
	Iteration 125Q: 3 clusters Score -3933041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118564 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3933045.500000 Penalty: 1063.768555
	Iteration 126Q: 3 clusters Score -3933046 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118580 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3933045.500000 Penalty: 1063.768555
	Iteration 127Q: 3 clusters Score -3933046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118593 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3933047.250000 Penalty: 1063.768555
	Iteration 128Q: 3 clusters Score -3933047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118601 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3933048.750000 Penalty: 1063.768555
	Iteration 129Q: 3 clusters Score -3933049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118615 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3933054.000000 Penalty: 1063.768555
	Iteration 130Q: 3 clusters Score -3933054 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118632 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -3933056.750000 Penalty: 1063.768555
	Iteration 131Q: 3 clusters Score -3933057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118646 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -3933066.250000 Penalty: 1063.768555
	Iteration 132Q: 3 clusters Score -3933066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118653 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3933066.250000 Penalty: 1063.768555
	Iteration 133Q: 3 clusters Score -3933066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118662 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3933070.250000 Penalty: 1063.768555
	Iteration 134Q: 3 clusters Score -3933070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118667 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3933070.250000 Penalty: 1063.768555
	Iteration 135Q: 3 clusters Score -3933070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118673 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3933070.000000 Penalty: 1063.768555
	Iteration 136Q: 3 clusters Score -3933070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118678 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -3933071.750000 Penalty: 1063.768555
	Iteration 137Q: 3 clusters Score -3933072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118680 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3933070.250000 Penalty: 1063.768555
	Iteration 138Q: 3 clusters Score -3933070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118680 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3933074.750000 Penalty: 1063.768555
	Iteration 139Q: 3 clusters Score -3933075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118680 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3933074.750000 Penalty: 1063.768555
	Iteration 140F: 3 clusters Score -3933075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (3117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Entering Unmasked Estep 
Score: -91274.828125 Penalty: 366.030487
	Iteration 0F: 2 clusters Score -91274.83 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 1526 members 
Entering Unmasked Estep 
Score: -89136.351562 Penalty: 732.060974
	Iteration 0F: 3 clusters Score -89136.35 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -89944.109375 Penalty: 732.060974
	Iteration 1F: 3 clusters Score -89944.11 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -90088.093750 Penalty: 732.060974
	Iteration 2F: 3 clusters Score -90088.09 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -90240.101562 Penalty: 732.060974
	Iteration 3F: 3 clusters Score -90240.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -90361.570312 Penalty: 732.060974
	Iteration 4F: 3 clusters Score -90361.57 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -90459.015625 Penalty: 732.060974
	Iteration 5Q: 3 clusters Score -90459.02 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -90553.554688 Penalty: 732.060974
	Iteration 6Q: 3 clusters Score -90553.55 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -90626.796875 Penalty: 732.060974
	Iteration 7Q: 3 clusters Score -90626.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -90678.281250 Penalty: 732.060974
	Iteration 8Q: 3 clusters Score -90678.28 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -90711.968750 Penalty: 732.060974
	Iteration 9Q: 3 clusters Score -90711.97 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -90737.421875 Penalty: 732.060974
	Iteration 10Q: 3 clusters Score -90737.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -90755.156250 Penalty: 732.060974
	Iteration 11Q: 3 clusters Score -90755.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -90774.929688 Penalty: 732.060974
	Iteration 12Q: 3 clusters Score -90774.93 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -90806.085938 Penalty: 732.060974
	Iteration 13Q: 3 clusters Score -90806.09 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -90838.476562 Penalty: 732.060974
	Iteration 14Q: 3 clusters Score -90838.48 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -90868.054688 Penalty: 732.060974
	Iteration 15Q: 3 clusters Score -90868.05 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -90894.195312 Penalty: 732.060974
	Iteration 16Q: 3 clusters Score -90894.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -90914.421875 Penalty: 732.060974
	Iteration 17Q: 3 clusters Score -90914.42 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -90934.148438 Penalty: 732.060974
	Iteration 18Q: 3 clusters Score -90934.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -90952.812500 Penalty: 732.060974
	Iteration 19Q: 3 clusters Score -90952.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -90965.335938 Penalty: 732.060974
	Iteration 20F: 3 clusters Score -90965.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -90971.968750 Penalty: 732.060974
	Iteration 21Q: 3 clusters Score -90971.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -90975.687500 Penalty: 732.060974
	Iteration 22Q: 3 clusters Score -90975.69 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -90979.140625 Penalty: 732.060974
	Iteration 23Q: 3 clusters Score -90979.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -90981.929688 Penalty: 732.060974
	Iteration 24Q: 3 clusters Score -90981.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -90984.382812 Penalty: 732.060974
	Iteration 25Q: 3 clusters Score -90984.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -90985.257812 Penalty: 732.060974
	Iteration 26Q: 3 clusters Score -90985.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -90986.023438 Penalty: 732.060974
	Iteration 27Q: 3 clusters Score -90986.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -90987.882812 Penalty: 732.060974
	Iteration 28Q: 3 clusters Score -90987.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -90988.953125 Penalty: 732.060974
	Iteration 29Q: 3 clusters Score -90988.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -90989.328125 Penalty: 732.060974
	Iteration 30Q: 3 clusters Score -90989.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -90990.945312 Penalty: 732.060974
	Iteration 31Q: 3 clusters Score -90990.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -90993.585938 Penalty: 732.060974
	Iteration 32Q: 3 clusters Score -90993.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90995.960938 Penalty: 732.060974
	Iteration 33Q: 3 clusters Score -90995.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -90999.125000 Penalty: 732.060974
	Iteration 34Q: 3 clusters Score -90999.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91002.546875 Penalty: 732.060974
	Iteration 35Q: 3 clusters Score -91002.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91003.656250 Penalty: 732.060974
	Iteration 36Q: 3 clusters Score -91003.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91003.796875 Penalty: 732.060974
	Iteration 37Q: 3 clusters Score -91003.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91004.031250 Penalty: 732.060974
	Iteration 38Q: 3 clusters Score -91004.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91004.031250 Penalty: 732.060974
	Iteration 39F: 3 clusters Score -91004.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6688 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Entering Unmasked Estep 
Score: -206989.984375 Penalty: 400.767181
	Iteration 0F: 2 clusters Score -206990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -202495.218750 Penalty: 801.534363
	Iteration 0F: 3 clusters Score -202495.2 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -204239.718750 Penalty: 801.534363
	Iteration 1F: 3 clusters Score -204239.7 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -204394.265625 Penalty: 801.534363
	Iteration 2F: 3 clusters Score -204394.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -204565.750000 Penalty: 801.534363
	Iteration 3F: 3 clusters Score -204565.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -204790.640625 Penalty: 801.534363
	Iteration 4F: 3 clusters Score -204790.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -205068.890625 Penalty: 801.534363
	Iteration 5F: 3 clusters Score -205068.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -205330.546875 Penalty: 801.534363
	Iteration 6F: 3 clusters Score -205330.5 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -205552.906250 Penalty: 801.534363
	Iteration 7F: 3 clusters Score -205552.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -205725.265625 Penalty: 801.534363
	Iteration 8Q: 3 clusters Score -205725.3 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -205838.093750 Penalty: 801.534363
	Iteration 9Q: 3 clusters Score -205838.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -205909.687500 Penalty: 801.534363
	Iteration 10Q: 3 clusters Score -205909.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -205977.734375 Penalty: 801.534363
	Iteration 11Q: 3 clusters Score -205977.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -206039.218750 Penalty: 801.534363
	Iteration 12Q: 3 clusters Score -206039.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -206094.062500 Penalty: 801.534363
	Iteration 13Q: 3 clusters Score -206094.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -206150.593750 Penalty: 801.534363
	Iteration 14Q: 3 clusters Score -206150.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -206207.359375 Penalty: 801.534363
	Iteration 15Q: 3 clusters Score -206207.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -206256.531250 Penalty: 801.534363
	Iteration 16Q: 3 clusters Score -206256.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -206303.578125 Penalty: 801.534363
	Iteration 17Q: 3 clusters Score -206303.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -206346.359375 Penalty: 801.534363
	Iteration 18Q: 3 clusters Score -206346.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -206380.359375 Penalty: 801.534363
	Iteration 19Q: 3 clusters Score -206380.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -206409.484375 Penalty: 801.534363
	Iteration 20F: 3 clusters Score -206409.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -206438.046875 Penalty: 801.534363
	Iteration 21Q: 3 clusters Score -206438 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -206469.203125 Penalty: 801.534363
	Iteration 22Q: 3 clusters Score -206469.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -206510.687500 Penalty: 801.534363
	Iteration 23Q: 3 clusters Score -206510.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -206544.093750 Penalty: 801.534363
	Iteration 24Q: 3 clusters Score -206544.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -206572.234375 Penalty: 801.534363
	Iteration 25Q: 3 clusters Score -206572.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -206596.546875 Penalty: 801.534363
	Iteration 26Q: 3 clusters Score -206596.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -206620.015625 Penalty: 801.534363
	Iteration 27Q: 3 clusters Score -206620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -206643.046875 Penalty: 801.534363
	Iteration 28Q: 3 clusters Score -206643 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -206657.062500 Penalty: 801.534363
	Iteration 29Q: 3 clusters Score -206657.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -206666.531250 Penalty: 801.534363
	Iteration 30Q: 3 clusters Score -206666.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -206673.015625 Penalty: 801.534363
	Iteration 31Q: 3 clusters Score -206673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -206678.609375 Penalty: 801.534363
	Iteration 32Q: 3 clusters Score -206678.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -206680.828125 Penalty: 801.534363
	Iteration 33Q: 3 clusters Score -206680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -206682.656250 Penalty: 801.534363
	Iteration 34Q: 3 clusters Score -206682.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -206684.328125 Penalty: 801.534363
	Iteration 35Q: 3 clusters Score -206684.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -206685.656250 Penalty: 801.534363
	Iteration 36Q: 3 clusters Score -206685.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -206687.343750 Penalty: 801.534363
	Iteration 37Q: 3 clusters Score -206687.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -206689.343750 Penalty: 801.534363
	Iteration 38Q: 3 clusters Score -206689.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -206690.312500 Penalty: 801.534363
	Iteration 39Q: 3 clusters Score -206690.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -206692.375000 Penalty: 801.534363
	Iteration 40F: 3 clusters Score -206692.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -206693.609375 Penalty: 801.534363
	Iteration 41Q: 3 clusters Score -206693.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -206697.218750 Penalty: 801.534363
	Iteration 42Q: 3 clusters Score -206697.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -206699.906250 Penalty: 801.534363
	Iteration 43Q: 3 clusters Score -206699.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -206701.125000 Penalty: 801.534363
	Iteration 44Q: 3 clusters Score -206701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -206701.875000 Penalty: 801.534363
	Iteration 45Q: 3 clusters Score -206701.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -206702.562500 Penalty: 801.534363
	Iteration 46Q: 3 clusters Score -206702.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -206703.125000 Penalty: 801.534363
	Iteration 47Q: 3 clusters Score -206703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -206703.796875 Penalty: 801.534363
	Iteration 48Q: 3 clusters Score -206703.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -206705.156250 Penalty: 801.534363
	Iteration 49Q: 3 clusters Score -206705.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -206707.640625 Penalty: 801.534363
	Iteration 50Q: 3 clusters Score -206707.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -206708.062500 Penalty: 801.534363
	Iteration 51Q: 3 clusters Score -206708.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -206708.312500 Penalty: 801.534363
	Iteration 52Q: 3 clusters Score -206708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -206709.453125 Penalty: 801.534363
	Iteration 53Q: 3 clusters Score -206709.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -206711.187500 Penalty: 801.534363
	Iteration 54Q: 3 clusters Score -206711.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -206713.656250 Penalty: 801.534363
	Iteration 55Q: 3 clusters Score -206713.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -206716.703125 Penalty: 801.534363
	Iteration 56Q: 3 clusters Score -206716.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -206721.343750 Penalty: 801.534363
	Iteration 57Q: 3 clusters Score -206721.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -206724.921875 Penalty: 801.534363
	Iteration 58Q: 3 clusters Score -206724.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -206727.609375 Penalty: 801.534363
	Iteration 59Q: 3 clusters Score -206727.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -206730.343750 Penalty: 801.534363
	Iteration 60F: 3 clusters Score -206730.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -206732.421875 Penalty: 801.534363
	Iteration 61Q: 3 clusters Score -206732.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -206733.140625 Penalty: 801.534363
	Iteration 62Q: 3 clusters Score -206733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -206734.578125 Penalty: 801.534363
	Iteration 63Q: 3 clusters Score -206734.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -206735.750000 Penalty: 801.534363
	Iteration 64Q: 3 clusters Score -206735.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -206735.750000 Penalty: 801.534363
	Iteration 65F: 3 clusters Score -206735.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (150726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150726 members 
Entering Unmasked Estep 
Score: -5000736.500000 Penalty: 542.506470
	Iteration 0F: 2 clusters Score -5000736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75566 members 
Mstep: Class 2 contains 75160 members 
Entering Unmasked Estep 
Score: -4898577.000000 Penalty: 1085.012939
	Iteration 0F: 3 clusters Score -4898577 nChanged 74071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79895 members 
Mstep: Class 2 contains 70831 members 
Entering Unmasked Estep 
Score: -4943577.500000 Penalty: 1085.012939
	Iteration 1F: 3 clusters Score -4943578 nChanged 5471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81282 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -4945720.000000 Penalty: 1085.012939
	Iteration 2Q: 3 clusters Score -4945720 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83105 members 
Mstep: Class 2 contains 67621 members 
Entering Unmasked Estep 
Score: -4949130.000000 Penalty: 1085.012939
	Iteration 3Q: 3 clusters Score -4949130 nChanged 8190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85679 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -4954157.000000 Penalty: 1085.012939
	Iteration 4F: 3 clusters Score -4954157 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89518 members 
Mstep: Class 2 contains 61208 members 
Entering Unmasked Estep 
Score: -4960108.000000 Penalty: 1085.012939
	Iteration 5F: 3 clusters Score -4960108 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94863 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -4965850.000000 Penalty: 1085.012939
	Iteration 6F: 3 clusters Score -4965850 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101517 members 
Mstep: Class 2 contains 49209 members 
Entering Unmasked Estep 
Score: -4971348.500000 Penalty: 1085.012939
	Iteration 7F: 3 clusters Score -4971348 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108879 members 
Mstep: Class 2 contains 41847 members 
Entering Unmasked Estep 
Score: -4976622.000000 Penalty: 1085.012939
	Iteration 8F: 3 clusters Score -4976622 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116603 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -4981897.000000 Penalty: 1085.012939
	Iteration 9F: 3 clusters Score -4981897 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124029 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -4986929.500000 Penalty: 1085.012939
	Iteration 10Q: 3 clusters Score -4986930 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130464 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -4991070.000000 Penalty: 1085.012939
	Iteration 11Q: 3 clusters Score -4991070 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135589 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -4994085.000000 Penalty: 1085.012939
	Iteration 12Q: 3 clusters Score -4994085 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139514 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -4996165.000000 Penalty: 1085.012939
	Iteration 13Q: 3 clusters Score -4996165 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142357 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -4997522.000000 Penalty: 1085.012939
	Iteration 14Q: 3 clusters Score -4997522 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144423 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -4998410.500000 Penalty: 1085.012939
	Iteration 15Q: 3 clusters Score -4998410 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145872 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -4999009.000000 Penalty: 1085.012939
	Iteration 16Q: 3 clusters Score -4999009 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146939 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -4999440.500000 Penalty: 1085.012939
	Iteration 17Q: 3 clusters Score -4999440 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147703 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -4999675.500000 Penalty: 1085.012939
	Iteration 18Q: 3 clusters Score -4999676 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148219 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -4999840.000000 Penalty: 1085.012939
	Iteration 19Q: 3 clusters Score -4999840 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148620 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4999961.500000 Penalty: 1085.012939
	Iteration 20F: 3 clusters Score -4999962 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148887 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -5000031.000000 Penalty: 1085.012939
	Iteration 21Q: 3 clusters Score -5000031 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149078 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5000072.500000 Penalty: 1085.012939
	Iteration 22Q: 3 clusters Score -5000072 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149241 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -5000126.000000 Penalty: 1085.012939
	Iteration 23Q: 3 clusters Score -5000126 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149389 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -5000167.500000 Penalty: 1085.012939
	Iteration 24Q: 3 clusters Score -5000168 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149502 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5000203.500000 Penalty: 1085.012939
	Iteration 25Q: 3 clusters Score -5000204 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149577 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -5000226.000000 Penalty: 1085.012939
	Iteration 26Q: 3 clusters Score -5000226 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149629 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -5000242.000000 Penalty: 1085.012939
	Iteration 27Q: 3 clusters Score -5000242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149676 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5000260.000000 Penalty: 1085.012939
	Iteration 28Q: 3 clusters Score -5000260 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149727 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -5000266.500000 Penalty: 1085.012939
	Iteration 29Q: 3 clusters Score -5000266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149770 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5000280.500000 Penalty: 1085.012939
	Iteration 30Q: 3 clusters Score -5000280 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149804 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5000282.000000 Penalty: 1085.012939
	Iteration 31Q: 3 clusters Score -5000282 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149835 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5000300.000000 Penalty: 1085.012939
	Iteration 32Q: 3 clusters Score -5000300 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149860 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -5000308.000000 Penalty: 1085.012939
	Iteration 33Q: 3 clusters Score -5000308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149888 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -5000317.500000 Penalty: 1085.012939
	Iteration 34Q: 3 clusters Score -5000318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149902 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -5000324.500000 Penalty: 1085.012939
	Iteration 35Q: 3 clusters Score -5000324 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149912 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5000332.000000 Penalty: 1085.012939
	Iteration 36Q: 3 clusters Score -5000332 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149923 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -5000335.500000 Penalty: 1085.012939
	Iteration 37Q: 3 clusters Score -5000336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149935 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -5000337.000000 Penalty: 1085.012939
	Iteration 38Q: 3 clusters Score -5000337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149943 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5000338.500000 Penalty: 1085.012939
	Iteration 39Q: 3 clusters Score -5000338 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149951 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5000337.000000 Penalty: 1085.012939
	Iteration 40F: 3 clusters Score -5000337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149958 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5000343.500000 Penalty: 1085.012939
	Iteration 41Q: 3 clusters Score -5000344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149961 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -5000349.500000 Penalty: 1085.012939
	Iteration 42Q: 3 clusters Score -5000350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149963 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5000350.500000 Penalty: 1085.012939
	Iteration 43Q: 3 clusters Score -5000350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149965 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -5000346.500000 Penalty: 1085.012939
	Iteration 44Q: 3 clusters Score -5000346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149973 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5000352.000000 Penalty: 1085.012939
	Iteration 45Q: 3 clusters Score -5000352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149979 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -5000354.500000 Penalty: 1085.012939
	Iteration 46Q: 3 clusters Score -5000354 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149988 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -5000360.000000 Penalty: 1085.012939
	Iteration 47Q: 3 clusters Score -5000360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149999 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5000359.500000 Penalty: 1085.012939
	Iteration 48Q: 3 clusters Score -5000360 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150010 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5000362.500000 Penalty: 1085.012939
	Iteration 49Q: 3 clusters Score -5000362 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150017 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5000366.500000 Penalty: 1085.012939
	Iteration 50Q: 3 clusters Score -5000366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150025 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5000364.500000 Penalty: 1085.012939
	Iteration 51Q: 3 clusters Score -5000364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150032 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -5000366.500000 Penalty: 1085.012939
	Iteration 52Q: 3 clusters Score -5000366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150039 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5000366.500000 Penalty: 1085.012939
	Iteration 53Q: 3 clusters Score -5000366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150047 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5000367.500000 Penalty: 1085.012939
	Iteration 54Q: 3 clusters Score -5000368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150052 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -5000371.000000 Penalty: 1085.012939
	Iteration 55Q: 3 clusters Score -5000371 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150058 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5000371.500000 Penalty: 1085.012939
	Iteration 56Q: 3 clusters Score -5000372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150062 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5000372.500000 Penalty: 1085.012939
	Iteration 57Q: 3 clusters Score -5000372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150066 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -5000372.000000 Penalty: 1085.012939
	Iteration 58Q: 3 clusters Score -5000372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150063 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -5000377.000000 Penalty: 1085.012939
	Iteration 59Q: 3 clusters Score -5000377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150060 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5000378.500000 Penalty: 1085.012939
	Iteration 60F: 3 clusters Score -5000378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150058 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -5000382.500000 Penalty: 1085.012939
	Iteration 61Q: 3 clusters Score -5000382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150059 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -5000382.500000 Penalty: 1085.012939
	Iteration 62Q: 3 clusters Score -5000382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150060 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5000382.000000 Penalty: 1085.012939
	Iteration 63Q: 3 clusters Score -5000382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150060 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5000382.000000 Penalty: 1085.012939
	Iteration 64F: 3 clusters Score -5000382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (58803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58803 members 
Entering Unmasked Estep 
Score: -1824957.875000 Penalty: 499.678619
	Iteration 0F: 2 clusters Score -1824958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29478 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -1785193.125000 Penalty: 999.357239
	Iteration 0F: 3 clusters Score -1785193 nChanged 28806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -1804346.750000 Penalty: 999.357239
	Iteration 1F: 3 clusters Score -1804347 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 26236 members 
Entering Unmasked Estep 
Score: -1806249.250000 Penalty: 999.357239
	Iteration 2F: 3 clusters Score -1806249 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -1808514.875000 Penalty: 999.357239
	Iteration 3F: 3 clusters Score -1808515 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -1810971.125000 Penalty: 999.357239
	Iteration 4F: 3 clusters Score -1810971 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -1813352.625000 Penalty: 999.357239
	Iteration 5F: 3 clusters Score -1813353 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -1815155.125000 Penalty: 999.357239
	Iteration 6F: 3 clusters Score -1815155 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33408 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -1816066.875000 Penalty: 999.357239
	Iteration 7Q: 3 clusters Score -1816067 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -1816412.750000 Penalty: 999.357239
	Iteration 8Q: 3 clusters Score -1816413 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -1816590.000000 Penalty: 999.357239
	Iteration 9Q: 3 clusters Score -1816590 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 25712 members 
Entering Unmasked Estep 
Score: -1816734.250000 Penalty: 999.357239
	Iteration 10Q: 3 clusters Score -1816734 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33024 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -1816884.125000 Penalty: 999.357239
	Iteration 11Q: 3 clusters Score -1816884 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32997 members 
Mstep: Class 2 contains 25806 members 
Entering Unmasked Estep 
Score: -1817051.250000 Penalty: 999.357239
	Iteration 12Q: 3 clusters Score -1817051 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32967 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -1817221.250000 Penalty: 999.357239
	Iteration 13Q: 3 clusters Score -1817221 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 25857 members 
Entering Unmasked Estep 
Score: -1817409.500000 Penalty: 999.357239
	Iteration 14Q: 3 clusters Score -1817410 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -1817625.875000 Penalty: 999.357239
	Iteration 15Q: 3 clusters Score -1817626 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -1817844.750000 Penalty: 999.357239
	Iteration 16Q: 3 clusters Score -1817845 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33028 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -1818092.000000 Penalty: 999.357239
	Iteration 17Q: 3 clusters Score -1818092 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -1818348.000000 Penalty: 999.357239
	Iteration 18Q: 3 clusters Score -1818348 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33365 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -1818606.625000 Penalty: 999.357239
	Iteration 19Q: 3 clusters Score -1818607 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33587 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -1818843.500000 Penalty: 999.357239
	Iteration 20F: 3 clusters Score -1818844 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -1819084.000000 Penalty: 999.357239
	Iteration 21Q: 3 clusters Score -1819084 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -1819317.500000 Penalty: 999.357239
	Iteration 22Q: 3 clusters Score -1819318 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34496 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -1819555.500000 Penalty: 999.357239
	Iteration 23Q: 3 clusters Score -1819556 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -1819791.375000 Penalty: 999.357239
	Iteration 24Q: 3 clusters Score -1819791 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35368 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -1820039.500000 Penalty: 999.357239
	Iteration 25Q: 3 clusters Score -1820040 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35878 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -1820259.375000 Penalty: 999.357239
	Iteration 26Q: 3 clusters Score -1820259 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36417 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -1820491.750000 Penalty: 999.357239
	Iteration 27Q: 3 clusters Score -1820492 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -1820745.125000 Penalty: 999.357239
	Iteration 28Q: 3 clusters Score -1820745 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -1821002.875000 Penalty: 999.357239
	Iteration 29Q: 3 clusters Score -1821003 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -1821281.125000 Penalty: 999.357239
	Iteration 30Q: 3 clusters Score -1821281 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -1821520.750000 Penalty: 999.357239
	Iteration 31Q: 3 clusters Score -1821521 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -1821726.125000 Penalty: 999.357239
	Iteration 32Q: 3 clusters Score -1821726 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40194 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -1821958.750000 Penalty: 999.357239
	Iteration 33Q: 3 clusters Score -1821959 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40812 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -1822169.250000 Penalty: 999.357239
	Iteration 34Q: 3 clusters Score -1822169 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -1822354.750000 Penalty: 999.357239
	Iteration 35Q: 3 clusters Score -1822355 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1822505.000000 Penalty: 999.357239
	Iteration 36Q: 3 clusters Score -1822505 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -1822648.250000 Penalty: 999.357239
	Iteration 37Q: 3 clusters Score -1822648 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -1822785.625000 Penalty: 999.357239
	Iteration 38Q: 3 clusters Score -1822786 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1822899.125000 Penalty: 999.357239
	Iteration 39Q: 3 clusters Score -1822899 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1823040.250000 Penalty: 999.357239
	Iteration 40F: 3 clusters Score -1823040 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1823152.125000 Penalty: 999.357239
	Iteration 41Q: 3 clusters Score -1823152 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -1823243.250000 Penalty: 999.357239
	Iteration 42Q: 3 clusters Score -1823243 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1823345.625000 Penalty: 999.357239
	Iteration 43Q: 3 clusters Score -1823346 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45598 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -1823431.000000 Penalty: 999.357239
	Iteration 44Q: 3 clusters Score -1823431 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45987 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1823534.625000 Penalty: 999.357239
	Iteration 45Q: 3 clusters Score -1823535 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -1823638.125000 Penalty: 999.357239
	Iteration 46Q: 3 clusters Score -1823638 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46768 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1823747.625000 Penalty: 999.357239
	Iteration 47Q: 3 clusters Score -1823748 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47171 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -1823844.000000 Penalty: 999.357239
	Iteration 48Q: 3 clusters Score -1823844 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47546 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -1823923.875000 Penalty: 999.357239
	Iteration 49Q: 3 clusters Score -1823924 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47893 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1823980.125000 Penalty: 999.357239
	Iteration 50Q: 3 clusters Score -1823980 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48209 members 
Mstep: Class 2 contains 10594 members 
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Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 49034 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1824188 nChanged 241
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Mstep: Class 1 contains 49273 members 
Mstep: Class 2 contains 9530 members 
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	Iteration 55Q: 3 clusters Score -1824210 nChanged 255
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Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 9275 members 
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	Iteration 56Q: 3 clusters Score -1824257 nChanged 265
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Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 50049 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1824352 nChanged 252
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Mstep: Class 1 contains 50301 members 
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	Iteration 59Q: 3 clusters Score -1824382 nChanged 257
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Mstep: Class 1 contains 50558 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1824438 nChanged 273
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Mstep: Class 1 contains 50831 members 
Mstep: Class 2 contains 7972 members 
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	Iteration 61Q: 3 clusters Score -1824492 nChanged 262
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Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 7710 members 
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	Iteration 62Q: 3 clusters Score -1824546 nChanged 260
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Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1824601 nChanged 259
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Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1824646 nChanged 242
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Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 6949 members 
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	Iteration 65Q: 3 clusters Score -1824696 nChanged 226
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Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1824743 nChanged 209
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Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1824782 nChanged 193
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Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1824811 nChanged 180
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Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 6143 members 
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	Iteration 69Q: 3 clusters Score -1824832 nChanged 171
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Mstep: Class 1 contains 52831 members 
Mstep: Class 2 contains 5972 members 
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	Iteration 70Q: 3 clusters Score -1824853 nChanged 155
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Mstep: Class 1 contains 52986 members 
Mstep: Class 2 contains 5817 members 
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	Iteration 71Q: 3 clusters Score -1824877 nChanged 153
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Mstep: Class 1 contains 53139 members 
Mstep: Class 2 contains 5664 members 
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	Iteration 72Q: 3 clusters Score -1824901 nChanged 146
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Mstep: Class 1 contains 53285 members 
Mstep: Class 2 contains 5518 members 
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	Iteration 73Q: 3 clusters Score -1824916 nChanged 128
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Mstep: Class 2 contains 5392 members 
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	Iteration 74Q: 3 clusters Score -1824930 nChanged 117
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Mstep: Class 1 contains 53526 members 
Mstep: Class 2 contains 5277 members 
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	Iteration 75Q: 3 clusters Score -1824937 nChanged 98
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Mstep: Class 1 contains 53622 members 
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	Iteration 76Q: 3 clusters Score -1824951 nChanged 81
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	Iteration 78Q: 3 clusters Score -1824962 nChanged 77
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	Iteration 79Q: 3 clusters Score -1824972 nChanged 67
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Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1824978 nChanged 74
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Mstep: Class 1 contains 54001 members 
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	Iteration 81Q: 3 clusters Score -1824988 nChanged 73
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Mstep: Class 1 contains 54068 members 
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	Iteration 82Q: 3 clusters Score -1824991 nChanged 70
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	Iteration 83Q: 3 clusters Score -1824999 nChanged 70
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1825009 nChanged 77
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	Iteration 85Q: 3 clusters Score -1825011 nChanged 54
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	Iteration 86Q: 3 clusters Score -1825014 nChanged 62
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Mstep: Class 2 contains 4420 members 
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	Iteration 87Q: 3 clusters Score -1825020 nChanged 54
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	Iteration 88Q: 3 clusters Score -1825026 nChanged 63
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	Iteration 89Q: 3 clusters Score -1825035 nChanged 66
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	Iteration 90Q: 3 clusters Score -1825037 nChanged 56
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Mstep: Class 1 contains 54614 members 
Mstep: Class 2 contains 4189 members 
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	Iteration 91Q: 3 clusters Score -1825047 nChanged 58
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Mstep: Class 1 contains 54668 members 
Mstep: Class 2 contains 4135 members 
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	Iteration 92Q: 3 clusters Score -1825055 nChanged 61
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Mstep: Class 1 contains 54729 members 
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	Iteration 93Q: 3 clusters Score -1825064 nChanged 56
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	Iteration 94Q: 3 clusters Score -1825070 nChanged 54
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Mstep: Class 1 contains 54831 members 
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	Iteration 95Q: 3 clusters Score -1825080 nChanged 55
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Mstep: Class 1 contains 54882 members 
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	Iteration 96Q: 3 clusters Score -1825081 nChanged 48
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Mstep: Class 1 contains 54928 members 
Mstep: Class 2 contains 3875 members 
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	Iteration 97Q: 3 clusters Score -1825083 nChanged 45
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Mstep: Class 1 contains 54969 members 
Mstep: Class 2 contains 3834 members 
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	Iteration 98Q: 3 clusters Score -1825087 nChanged 54
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Mstep: Class 1 contains 55019 members 
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	Iteration 99Q: 3 clusters Score -1825089 nChanged 61
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Mstep: Class 1 contains 55078 members 
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	Iteration 100F: 3 clusters Score -1825094 nChanged 57
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Mstep: Class 1 contains 55133 members 
Mstep: Class 2 contains 3670 members 
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	Iteration 101Q: 3 clusters Score -1825102 nChanged 49
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	Iteration 102Q: 3 clusters Score -1825104 nChanged 48
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	Iteration 103Q: 3 clusters Score -1825107 nChanged 44
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	Iteration 104Q: 3 clusters Score -1825114 nChanged 42
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	Iteration 105Q: 3 clusters Score -1825111 nChanged 36
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	Iteration 106Q: 3 clusters Score -1825115 nChanged 31
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	Iteration 107Q: 3 clusters Score -1825120 nChanged 29
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	Iteration 108Q: 3 clusters Score -1825120 nChanged 20
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	Iteration 109Q: 3 clusters Score -1825121 nChanged 18
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	Iteration 110Q: 3 clusters Score -1825124 nChanged 18
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	Iteration 111Q: 3 clusters Score -1825121 nChanged 19
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	Iteration 112Q: 3 clusters Score -1825124 nChanged 15
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	Iteration 113Q: 3 clusters Score -1825124 nChanged 23
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	Iteration 114Q: 3 clusters Score -1825125 nChanged 20
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	Iteration 115Q: 3 clusters Score -1825122 nChanged 18
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	Iteration 116Q: 3 clusters Score -1825127 nChanged 14
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	Iteration 117Q: 3 clusters Score -1825128 nChanged 12
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	Iteration 118Q: 3 clusters Score -1825130 nChanged 12
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	Iteration 119Q: 3 clusters Score -1825132 nChanged 15
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	Iteration 120F: 3 clusters Score -1825130 nChanged 9
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	Iteration 121Q: 3 clusters Score -1825128 nChanged 12
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	Iteration 122Q: 3 clusters Score -1825128 nChanged 12
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	Iteration 123Q: 3 clusters Score -1825128 nChanged 13
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	Iteration 124Q: 3 clusters Score -1825129 nChanged 14
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	Iteration 125Q: 3 clusters Score -1825128 nChanged 13
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	Iteration 126Q: 3 clusters Score -1825130 nChanged 12
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	Iteration 127Q: 3 clusters Score -1825134 nChanged 8
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	Iteration 128Q: 3 clusters Score -1825133 nChanged 11
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	Iteration 129Q: 3 clusters Score -1825134 nChanged 11
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	Iteration 130Q: 3 clusters Score -1825133 nChanged 5
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	Iteration 131Q: 3 clusters Score -1825135 nChanged 8
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	Iteration 132Q: 3 clusters Score -1825136 nChanged 7
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	Iteration 133Q: 3 clusters Score -1825136 nChanged 5
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	Iteration 134Q: 3 clusters Score -1825139 nChanged 4
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	Iteration 135Q: 3 clusters Score -1825138 nChanged 7
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	Iteration 136Q: 3 clusters Score -1825136 nChanged 9
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	Iteration 137Q: 3 clusters Score -1825140 nChanged 6
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	Iteration 138Q: 3 clusters Score -1825140 nChanged 5
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	Iteration 139Q: 3 clusters Score -1825141 nChanged 5
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	Iteration 140F: 3 clusters Score -1825143 nChanged 1
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	Iteration 141Q: 3 clusters Score -1825142 nChanged 1
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	Iteration 142Q: 3 clusters Score -1825143 nChanged 1
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	Iteration 143Q: 3 clusters Score -1825143 nChanged 0
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	Iteration 144F: 3 clusters Score -1825143 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31030 members 
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Mstep: Class 9 contains 6688 members 
Mstep: Class 10 contains 150726 members 
Mstep: Class 11 contains 55719 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 13 contains 24477 members 
Mstep: Class 14 contains 2060 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 8373 members 
Mstep: Class 19 contains 31869 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 3084 members 
Entering Unmasked Estep 
Score: -15733299.000000 Penalty: 14378.957031
Splitting cluster 11 changes total score from -15733219.000000 to -15733299.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (4964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Entering Unmasked Estep 
Score: -163174.656250 Penalty: 387.203491
	Iteration 0F: 2 clusters Score -163174.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -159856.765625 Penalty: 774.406982
	Iteration 0F: 3 clusters Score -159856.8 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -161259.718750 Penalty: 774.406982
	Iteration 1F: 3 clusters Score -161259.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -161504.671875 Penalty: 774.406982
	Iteration 2F: 3 clusters Score -161504.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -161733.765625 Penalty: 774.406982
	Iteration 3F: 3 clusters Score -161733.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -161932.281250 Penalty: 774.406982
	Iteration 4F: 3 clusters Score -161932.3 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -162063.343750 Penalty: 774.406982
	Iteration 5Q: 3 clusters Score -162063.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -162143.562500 Penalty: 774.406982
	Iteration 6Q: 3 clusters Score -162143.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -162200.984375 Penalty: 774.406982
	Iteration 7Q: 3 clusters Score -162201 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -162237.078125 Penalty: 774.406982
	Iteration 8Q: 3 clusters Score -162237.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -162270.921875 Penalty: 774.406982
	Iteration 9Q: 3 clusters Score -162270.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -162300.187500 Penalty: 774.406982
	Iteration 10Q: 3 clusters Score -162300.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -162328.890625 Penalty: 774.406982
	Iteration 11Q: 3 clusters Score -162328.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -162359.062500 Penalty: 774.406982
	Iteration 12Q: 3 clusters Score -162359.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -162385.828125 Penalty: 774.406982
	Iteration 13Q: 3 clusters Score -162385.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -162403.250000 Penalty: 774.406982
	Iteration 14Q: 3 clusters Score -162403.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -162418.312500 Penalty: 774.406982
	Iteration 15Q: 3 clusters Score -162418.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -162445.484375 Penalty: 774.406982
	Iteration 16Q: 3 clusters Score -162445.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -162470.937500 Penalty: 774.406982
	Iteration 17Q: 3 clusters Score -162470.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -162494.328125 Penalty: 774.406982
	Iteration 18Q: 3 clusters Score -162494.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -162517.687500 Penalty: 774.406982
	Iteration 19Q: 3 clusters Score -162517.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -162540.718750 Penalty: 774.406982
	Iteration 20F: 3 clusters Score -162540.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -162562.843750 Penalty: 774.406982
	Iteration 21Q: 3 clusters Score -162562.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -162584.875000 Penalty: 774.406982
	Iteration 22Q: 3 clusters Score -162584.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -162600.671875 Penalty: 774.406982
	Iteration 23Q: 3 clusters Score -162600.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -162620.546875 Penalty: 774.406982
	Iteration 24Q: 3 clusters Score -162620.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -162636.031250 Penalty: 774.406982
	Iteration 25Q: 3 clusters Score -162636 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -162647.296875 Penalty: 774.406982
	Iteration 26Q: 3 clusters Score -162647.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -162654.578125 Penalty: 774.406982
	Iteration 27Q: 3 clusters Score -162654.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -162663.562500 Penalty: 774.406982
	Iteration 28Q: 3 clusters Score -162663.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -162671.296875 Penalty: 774.406982
	Iteration 29Q: 3 clusters Score -162671.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -162681.187500 Penalty: 774.406982
	Iteration 30Q: 3 clusters Score -162681.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -162688.593750 Penalty: 774.406982
	Iteration 31Q: 3 clusters Score -162688.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -162698.406250 Penalty: 774.406982
	Iteration 32Q: 3 clusters Score -162698.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -162707.546875 Penalty: 774.406982
	Iteration 33Q: 3 clusters Score -162707.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -162716.515625 Penalty: 774.406982
	Iteration 34Q: 3 clusters Score -162716.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -162722.531250 Penalty: 774.406982
	Iteration 35Q: 3 clusters Score -162722.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -162727.765625 Penalty: 774.406982
	Iteration 36Q: 3 clusters Score -162727.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -162731.343750 Penalty: 774.406982
	Iteration 37Q: 3 clusters Score -162731.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -162737.593750 Penalty: 774.406982
	Iteration 38Q: 3 clusters Score -162737.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -162743.312500 Penalty: 774.406982
	Iteration 39Q: 3 clusters Score -162743.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -162750.015625 Penalty: 774.406982
	Iteration 40F: 3 clusters Score -162750 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -162760.625000 Penalty: 774.406982
	Iteration 41Q: 3 clusters Score -162760.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -162771.328125 Penalty: 774.406982
	Iteration 42Q: 3 clusters Score -162771.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -162778.406250 Penalty: 774.406982
	Iteration 43Q: 3 clusters Score -162778.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -162784.046875 Penalty: 774.406982
	Iteration 44Q: 3 clusters Score -162784 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -162791.296875 Penalty: 774.406982
	Iteration 45Q: 3 clusters Score -162791.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -162797.218750 Penalty: 774.406982
	Iteration 46Q: 3 clusters Score -162797.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -162801.515625 Penalty: 774.406982
	Iteration 47Q: 3 clusters Score -162801.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -162803.750000 Penalty: 774.406982
	Iteration 48Q: 3 clusters Score -162803.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -162805.656250 Penalty: 774.406982
	Iteration 49Q: 3 clusters Score -162805.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -162808.765625 Penalty: 774.406982
	Iteration 50Q: 3 clusters Score -162808.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -162811.406250 Penalty: 774.406982
	Iteration 51Q: 3 clusters Score -162811.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -162812.203125 Penalty: 774.406982
	Iteration 52Q: 3 clusters Score -162812.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -162813.250000 Penalty: 774.406982
	Iteration 53Q: 3 clusters Score -162813.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -162814.343750 Penalty: 774.406982
	Iteration 54Q: 3 clusters Score -162814.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -162816.843750 Penalty: 774.406982
	Iteration 55Q: 3 clusters Score -162816.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -162816.843750 Penalty: 774.406982
	Iteration 56F: 3 clusters Score -162816.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Entering Unmasked Estep 
Score: -778043.812500 Penalty: 459.799744
	Iteration 0F: 2 clusters Score -778043.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12313 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -761574.125000 Penalty: 919.599487
	Iteration 0F: 3 clusters Score -761574.1 nChanged 11679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -768945.312500 Penalty: 919.599487
	Iteration 1F: 3 clusters Score -768945.3 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -769779.125000 Penalty: 919.599487
	Iteration 2F: 3 clusters Score -769779.1 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -770990.375000 Penalty: 919.599487
	Iteration 3F: 3 clusters Score -770990.4 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -772582.250000 Penalty: 919.599487
	Iteration 4F: 3 clusters Score -772582.2 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -774316.937500 Penalty: 919.599487
	Iteration 5F: 3 clusters Score -774316.9 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -775741.812500 Penalty: 919.599487
	Iteration 6F: 3 clusters Score -775741.8 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -776643.312500 Penalty: 919.599487
	Iteration 7Q: 3 clusters Score -776643.3 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -777083.937500 Penalty: 919.599487
	Iteration 8Q: 3 clusters Score -777083.9 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -777308.687500 Penalty: 919.599487
	Iteration 9Q: 3 clusters Score -777308.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23822 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -777476.000000 Penalty: 919.599487
	Iteration 10Q: 3 clusters Score -777476 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -777560.312500 Penalty: 919.599487
	Iteration 11Q: 3 clusters Score -777560.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -777609.750000 Penalty: 919.599487
	Iteration 12Q: 3 clusters Score -777609.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -777652.312500 Penalty: 919.599487
	Iteration 13Q: 3 clusters Score -777652.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -777672.187500 Penalty: 919.599487
	Iteration 14Q: 3 clusters Score -777672.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -777686.562500 Penalty: 919.599487
	Iteration 15Q: 3 clusters Score -777686.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -777694.437500 Penalty: 919.599487
	Iteration 16Q: 3 clusters Score -777694.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -777704.125000 Penalty: 919.599487
	Iteration 17Q: 3 clusters Score -777704.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24194 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -777712.625000 Penalty: 919.599487
	Iteration 18Q: 3 clusters Score -777712.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24201 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -777717.125000 Penalty: 919.599487
	Iteration 19Q: 3 clusters Score -777717.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -777727.875000 Penalty: 919.599487
	Iteration 20F: 3 clusters Score -777727.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -777732.187500 Penalty: 919.599487
	Iteration 21Q: 3 clusters Score -777732.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -777733.500000 Penalty: 919.599487
	Iteration 22Q: 3 clusters Score -777733.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24223 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -777734.125000 Penalty: 919.599487
	Iteration 23Q: 3 clusters Score -777734.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -777734.875000 Penalty: 919.599487
	Iteration 24Q: 3 clusters Score -777734.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -777734.875000 Penalty: 919.599487
	Iteration 25F: 3 clusters Score -777734.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Entering Unmasked Estep 
Score: -63024.312500 Penalty: 347.185974
	Iteration 0F: 2 clusters Score -63024.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -61538.902344 Penalty: 694.371948
	Iteration 0F: 3 clusters Score -61538.9 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -61996.207031 Penalty: 694.371948
	Iteration 1F: 3 clusters Score -61996.21 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -62113.312500 Penalty: 694.371948
	Iteration 2F: 3 clusters Score -62113.31 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -62249.304688 Penalty: 694.371948
	Iteration 3F: 3 clusters Score -62249.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -62385.175781 Penalty: 694.371948
	Iteration 4F: 3 clusters Score -62385.18 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -62530.484375 Penalty: 694.371948
	Iteration 5F: 3 clusters Score -62530.48 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -62701.824219 Penalty: 694.371948
	Iteration 6F: 3 clusters Score -62701.82 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -62835.156250 Penalty: 694.371948
	Iteration 7F: 3 clusters Score -62835.16 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -62895.746094 Penalty: 694.371948
	Iteration 8Q: 3 clusters Score -62895.75 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -62916.875000 Penalty: 694.371948
	Iteration 9Q: 3 clusters Score -62916.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -62926.941406 Penalty: 694.371948
	Iteration 10Q: 3 clusters Score -62926.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -62934.652344 Penalty: 694.371948
	Iteration 11Q: 3 clusters Score -62934.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -62939.300781 Penalty: 694.371948
	Iteration 12Q: 3 clusters Score -62939.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -62942.265625 Penalty: 694.371948
	Iteration 13Q: 3 clusters Score -62942.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -62943.187500 Penalty: 694.371948
	Iteration 14Q: 3 clusters Score -62943.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -62943.398438 Penalty: 694.371948
	Iteration 15Q: 3 clusters Score -62943.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -62943.718750 Penalty: 694.371948
	Iteration 16Q: 3 clusters Score -62943.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -62943.718750 Penalty: 694.371948
	Iteration 17F: 3 clusters Score -62943.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -62580.628906 Penalty: 344.689087
	Iteration 0F: 2 clusters Score -62580.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -61176.964844 Penalty: 689.378174
	Iteration 0F: 3 clusters Score -61176.96 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -61711.445312 Penalty: 689.378174
	Iteration 1F: 3 clusters Score -61711.45 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -61802.601562 Penalty: 689.378174
	Iteration 2F: 3 clusters Score -61802.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -61868.753906 Penalty: 689.378174
	Iteration 3F: 3 clusters Score -61868.75 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -61922.511719 Penalty: 689.378174
	Iteration 4F: 3 clusters Score -61922.51 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -61960.261719 Penalty: 689.378174
	Iteration 5Q: 3 clusters Score -61960.26 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -61988.894531 Penalty: 689.378174
	Iteration 6Q: 3 clusters Score -61988.89 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -62016.664062 Penalty: 689.378174
	Iteration 7Q: 3 clusters Score -62016.66 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -62039.140625 Penalty: 689.378174
	Iteration 8Q: 3 clusters Score -62039.14 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -62054.941406 Penalty: 689.378174
	Iteration 9Q: 3 clusters Score -62054.94 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -62074.777344 Penalty: 689.378174
	Iteration 10Q: 3 clusters Score -62074.78 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -62093.332031 Penalty: 689.378174
	Iteration 11Q: 3 clusters Score -62093.33 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -62109.265625 Penalty: 689.378174
	Iteration 12Q: 3 clusters Score -62109.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -62127.316406 Penalty: 689.378174
	Iteration 13Q: 3 clusters Score -62127.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -62137.187500 Penalty: 689.378174
	Iteration 14Q: 3 clusters Score -62137.19 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -62154.156250 Penalty: 689.378174
	Iteration 15Q: 3 clusters Score -62154.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -62172.558594 Penalty: 689.378174
	Iteration 16Q: 3 clusters Score -62172.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -62193.636719 Penalty: 689.378174
	Iteration 17Q: 3 clusters Score -62193.64 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -62222.671875 Penalty: 689.378174
	Iteration 18Q: 3 clusters Score -62222.67 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -62238.093750 Penalty: 689.378174
	Iteration 19Q: 3 clusters Score -62238.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -62246.000000 Penalty: 689.378174
	Iteration 20F: 3 clusters Score -62246 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -62260.230469 Penalty: 689.378174
	Iteration 21Q: 3 clusters Score -62260.23 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -62286.433594 Penalty: 689.378174
	Iteration 22Q: 3 clusters Score -62286.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -62299.351562 Penalty: 689.378174
	Iteration 23Q: 3 clusters Score -62299.35 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -62311.023438 Penalty: 689.378174
	Iteration 24Q: 3 clusters Score -62311.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -62314.710938 Penalty: 689.378174
	Iteration 25Q: 3 clusters Score -62314.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -62317.675781 Penalty: 689.378174
	Iteration 26Q: 3 clusters Score -62317.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -62319.972656 Penalty: 689.378174
	Iteration 27Q: 3 clusters Score -62319.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -62322.148438 Penalty: 689.378174
	Iteration 28Q: 3 clusters Score -62322.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -62323.031250 Penalty: 689.378174
	Iteration 29Q: 3 clusters Score -62323.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -62323.031250 Penalty: 689.378174
	Iteration 30F: 3 clusters Score -62323.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8661 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Entering Unmasked Estep 
Score: -257154.390625 Penalty: 412.529633
	Iteration 0F: 2 clusters Score -257154.4 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 4276 members 
Entering Unmasked Estep 
Score: -251317.968750 Penalty: 825.059265
	Iteration 0F: 3 clusters Score -251318 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -253564.390625 Penalty: 825.059265
	Iteration 1F: 3 clusters Score -253564.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -253761.031250 Penalty: 825.059265
	Iteration 2F: 3 clusters Score -253761 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -253967.828125 Penalty: 825.059265
	Iteration 3F: 3 clusters Score -253967.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -254217.953125 Penalty: 825.059265
	Iteration 4F: 3 clusters Score -254218 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -254489.906250 Penalty: 825.059265
	Iteration 5F: 3 clusters Score -254489.9 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -254830.984375 Penalty: 825.059265
	Iteration 6F: 3 clusters Score -254831 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -255283.125000 Penalty: 825.059265
	Iteration 7F: 3 clusters Score -255283.1 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -255796.171875 Penalty: 825.059265
	Iteration 8F: 3 clusters Score -255796.2 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -256216.921875 Penalty: 825.059265
	Iteration 9F: 3 clusters Score -256216.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -256501.671875 Penalty: 825.059265
	Iteration 10Q: 3 clusters Score -256501.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -256695.265625 Penalty: 825.059265
	Iteration 11Q: 3 clusters Score -256695.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -256825.109375 Penalty: 825.059265
	Iteration 12Q: 3 clusters Score -256825.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -256946.046875 Penalty: 825.059265
	Iteration 13Q: 3 clusters Score -256946 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -257003.828125 Penalty: 825.059265
	Iteration 14Q: 3 clusters Score -257003.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -257030.406250 Penalty: 825.059265
	Iteration 15Q: 3 clusters Score -257030.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -257041.359375 Penalty: 825.059265
	Iteration 16Q: 3 clusters Score -257041.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -257046.968750 Penalty: 825.059265
	Iteration 17Q: 3 clusters Score -257047 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -257049.171875 Penalty: 825.059265
	Iteration 18Q: 3 clusters Score -257049.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -257051.125000 Penalty: 825.059265
	Iteration 19Q: 3 clusters Score -257051.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -257052.828125 Penalty: 825.059265
	Iteration 20F: 3 clusters Score -257052.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -257054.687500 Penalty: 825.059265
	Iteration 21Q: 3 clusters Score -257054.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -257055.390625 Penalty: 825.059265
	Iteration 22Q: 3 clusters Score -257055.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -257055.421875 Penalty: 825.059265
	Iteration 23Q: 3 clusters Score -257055.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -257055.328125 Penalty: 825.059265
	Iteration 24Q: 3 clusters Score -257055.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -257055.953125 Penalty: 825.059265
	Iteration 25Q: 3 clusters Score -257056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -257058.062500 Penalty: 825.059265
	Iteration 26Q: 3 clusters Score -257058.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -257058.484375 Penalty: 825.059265
	Iteration 27Q: 3 clusters Score -257058.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -257058.578125 Penalty: 825.059265
	Iteration 28Q: 3 clusters Score -257058.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -257058.578125 Penalty: 825.059265
	Iteration 29Q: 3 clusters Score -257058.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -257058.578125 Penalty: 825.059265
	Iteration 30F: 3 clusters Score -257058.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (9861 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Entering Unmasked Estep 
Score: -299875.937500 Penalty: 418.433594
	Iteration 0F: 2 clusters Score -299875.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -293341.468750 Penalty: 836.867188
	Iteration 0F: 3 clusters Score -293341.5 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -296026.593750 Penalty: 836.867188
	Iteration 1F: 3 clusters Score -296026.6 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -296389.562500 Penalty: 836.867188
	Iteration 2F: 3 clusters Score -296389.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -296847.312500 Penalty: 836.867188
	Iteration 3F: 3 clusters Score -296847.3 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -297406.156250 Penalty: 836.867188
	Iteration 4F: 3 clusters Score -297406.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -297943.218750 Penalty: 836.867188
	Iteration 5F: 3 clusters Score -297943.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -298449.843750 Penalty: 836.867188
	Iteration 6F: 3 clusters Score -298449.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -298771.000000 Penalty: 836.867188
	Iteration 7Q: 3 clusters Score -298771 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -298999.250000 Penalty: 836.867188
	Iteration 8Q: 3 clusters Score -298999.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9137 members 
Entering Unmasked Estep 
Score: -299156.968750 Penalty: 836.867188
	Iteration 9Q: 3 clusters Score -299157 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -299301.500000 Penalty: 836.867188
	Iteration 10Q: 3 clusters Score -299301.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -299401.125000 Penalty: 836.867188
	Iteration 11Q: 3 clusters Score -299401.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -299455.312500 Penalty: 836.867188
	Iteration 12Q: 3 clusters Score -299455.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -299485.156250 Penalty: 836.867188
	Iteration 13Q: 3 clusters Score -299485.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -299518.000000 Penalty: 836.867188
	Iteration 14Q: 3 clusters Score -299518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -299539.687500 Penalty: 836.867188
	Iteration 15Q: 3 clusters Score -299539.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -299553.656250 Penalty: 836.867188
	Iteration 16Q: 3 clusters Score -299553.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -299562.000000 Penalty: 836.867188
	Iteration 17Q: 3 clusters Score -299562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -299566.156250 Penalty: 836.867188
	Iteration 18Q: 3 clusters Score -299566.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -299573.687500 Penalty: 836.867188
	Iteration 19Q: 3 clusters Score -299573.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -299580.937500 Penalty: 836.867188
	Iteration 20F: 3 clusters Score -299580.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -299589.187500 Penalty: 836.867188
	Iteration 21Q: 3 clusters Score -299589.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -299591.000000 Penalty: 836.867188
	Iteration 22Q: 3 clusters Score -299591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -299594.062500 Penalty: 836.867188
	Iteration 23Q: 3 clusters Score -299594.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -299599.968750 Penalty: 836.867188
	Iteration 24Q: 3 clusters Score -299600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -299601.812500 Penalty: 836.867188
	Iteration 25Q: 3 clusters Score -299601.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -299601.812500 Penalty: 836.867188
	Iteration 26F: 3 clusters Score -299601.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Entering Unmasked Estep 
Score: -276503.500000 Penalty: 410.990906
	Iteration 0F: 2 clusters Score -276503.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -270915.156250 Penalty: 821.981812
	Iteration 0F: 3 clusters Score -270915.2 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -273017.468750 Penalty: 821.981812
	Iteration 1F: 3 clusters Score -273017.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -273203.531250 Penalty: 821.981812
	Iteration 2F: 3 clusters Score -273203.5 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -273423.437500 Penalty: 821.981812
	Iteration 3F: 3 clusters Score -273423.4 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -273649.843750 Penalty: 821.981812
	Iteration 4F: 3 clusters Score -273649.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -273855.156250 Penalty: 821.981812
	Iteration 5F: 3 clusters Score -273855.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -274053.218750 Penalty: 821.981812
	Iteration 6Q: 3 clusters Score -274053.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -274262.875000 Penalty: 821.981812
	Iteration 7Q: 3 clusters Score -274262.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -274472.687500 Penalty: 821.981812
	Iteration 8Q: 3 clusters Score -274472.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -274677.031250 Penalty: 821.981812
	Iteration 9Q: 3 clusters Score -274677 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -274859.500000 Penalty: 821.981812
	Iteration 10Q: 3 clusters Score -274859.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -275025.437500 Penalty: 821.981812
	Iteration 11Q: 3 clusters Score -275025.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -275140.750000 Penalty: 821.981812
	Iteration 12Q: 3 clusters Score -275140.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -275251.250000 Penalty: 821.981812
	Iteration 13Q: 3 clusters Score -275251.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -275362.718750 Penalty: 821.981812
	Iteration 14Q: 3 clusters Score -275362.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -275463.406250 Penalty: 821.981812
	Iteration 15Q: 3 clusters Score -275463.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -275531.031250 Penalty: 821.981812
	Iteration 16Q: 3 clusters Score -275531 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -275596.812500 Penalty: 821.981812
	Iteration 17Q: 3 clusters Score -275596.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -275655.750000 Penalty: 821.981812
	Iteration 18Q: 3 clusters Score -275655.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -275705.906250 Penalty: 821.981812
	Iteration 19Q: 3 clusters Score -275705.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -275749.156250 Penalty: 821.981812
	Iteration 20F: 3 clusters Score -275749.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -275785.968750 Penalty: 821.981812
	Iteration 21Q: 3 clusters Score -275786 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -275818.406250 Penalty: 821.981812
	Iteration 22Q: 3 clusters Score -275818.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -275846.125000 Penalty: 821.981812
	Iteration 23Q: 3 clusters Score -275846.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -275883.687500 Penalty: 821.981812
	Iteration 24Q: 3 clusters Score -275883.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -275928.812500 Penalty: 821.981812
	Iteration 25Q: 3 clusters Score -275928.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -275962.062500 Penalty: 821.981812
	Iteration 26Q: 3 clusters Score -275962.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -275992.656250 Penalty: 821.981812
	Iteration 27Q: 3 clusters Score -275992.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -276015.062500 Penalty: 821.981812
	Iteration 28Q: 3 clusters Score -276015.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
Score: -276031.062500 Penalty: 821.981812
	Iteration 29Q: 3 clusters Score -276031.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -276050.156250 Penalty: 821.981812
	Iteration 30Q: 3 clusters Score -276050.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -276067.531250 Penalty: 821.981812
	Iteration 31Q: 3 clusters Score -276067.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -276080.750000 Penalty: 821.981812
	Iteration 32Q: 3 clusters Score -276080.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -276090.156250 Penalty: 821.981812
	Iteration 33Q: 3 clusters Score -276090.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -276096.125000 Penalty: 821.981812
	Iteration 34Q: 3 clusters Score -276096.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -276106.187500 Penalty: 821.981812
	Iteration 35Q: 3 clusters Score -276106.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -276119.593750 Penalty: 821.981812
	Iteration 36Q: 3 clusters Score -276119.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -276125.406250 Penalty: 821.981812
	Iteration 37Q: 3 clusters Score -276125.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -276133.937500 Penalty: 821.981812
	Iteration 38Q: 3 clusters Score -276133.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -276143.250000 Penalty: 821.981812
	Iteration 39Q: 3 clusters Score -276143.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -276148.218750 Penalty: 821.981812
	Iteration 40F: 3 clusters Score -276148.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -276150.406250 Penalty: 821.981812
	Iteration 41Q: 3 clusters Score -276150.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -276153.250000 Penalty: 821.981812
	Iteration 42Q: 3 clusters Score -276153.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -276153.562500 Penalty: 821.981812
	Iteration 43Q: 3 clusters Score -276153.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -276154.062500 Penalty: 821.981812
	Iteration 44Q: 3 clusters Score -276154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -276154.062500 Penalty: 821.981812
	Iteration 45F: 3 clusters Score -276154.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (31869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Entering Unmasked Estep 
Score: -1040616.250000 Penalty: 471.807190
	Iteration 0F: 2 clusters Score -1040616 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -1019458.312500 Penalty: 943.614380
	Iteration 0F: 3 clusters Score -1019458 nChanged 15251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -1028434.375000 Penalty: 943.614380
	Iteration 1F: 3 clusters Score -1028434 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -1028944.875000 Penalty: 943.614380
	Iteration 2Q: 3 clusters Score -1028945 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -1029660.062500 Penalty: 943.614380
	Iteration 3Q: 3 clusters Score -1029660 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -1030621.875000 Penalty: 943.614380
	Iteration 4F: 3 clusters Score -1030622 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -1031964.125000 Penalty: 943.614380
	Iteration 5F: 3 clusters Score -1031964 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -1033713.437500 Penalty: 943.614380
	Iteration 6F: 3 clusters Score -1033713 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 19602 members 
Entering Unmasked Estep 
Score: -1035572.625000 Penalty: 943.614380
	Iteration 7F: 3 clusters Score -1035573 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -1036658.312500 Penalty: 943.614380
	Iteration 8F: 3 clusters Score -1036658 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -1037090.625000 Penalty: 943.614380
	Iteration 9Q: 3 clusters Score -1037091 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -1037290.750000 Penalty: 943.614380
	Iteration 10Q: 3 clusters Score -1037291 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -1037398.625000 Penalty: 943.614380
	Iteration 11Q: 3 clusters Score -1037399 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -1037462.437500 Penalty: 943.614380
	Iteration 12Q: 3 clusters Score -1037462 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -1037520.250000 Penalty: 943.614380
	Iteration 13Q: 3 clusters Score -1037520 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -1037568.187500 Penalty: 943.614380
	Iteration 14Q: 3 clusters Score -1037568 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -1037610.375000 Penalty: 943.614380
	Iteration 15Q: 3 clusters Score -1037610 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 21816 members 
Entering Unmasked Estep 
Score: -1037648.062500 Penalty: 943.614380
	Iteration 16Q: 3 clusters Score -1037648 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -1037677.500000 Penalty: 943.614380
	Iteration 17Q: 3 clusters Score -1037678 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -1037702.187500 Penalty: 943.614380
	Iteration 18Q: 3 clusters Score -1037702 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -1037729.625000 Penalty: 943.614380
	Iteration 19Q: 3 clusters Score -1037730 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 22478 members 
Entering Unmasked Estep 
Score: -1037751.625000 Penalty: 943.614380
	Iteration 20F: 3 clusters Score -1037752 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -1037765.187500 Penalty: 943.614380
	Iteration 21Q: 3 clusters Score -1037765 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -1037779.875000 Penalty: 943.614380
	Iteration 22Q: 3 clusters Score -1037780 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -1037795.562500 Penalty: 943.614380
	Iteration 23Q: 3 clusters Score -1037796 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -1037812.000000 Penalty: 943.614380
	Iteration 24Q: 3 clusters Score -1037812 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -1037830.687500 Penalty: 943.614380
	Iteration 25Q: 3 clusters Score -1037831 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -1037843.500000 Penalty: 943.614380
	Iteration 26Q: 3 clusters Score -1037844 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 23494 members 
Entering Unmasked Estep 
Score: -1037858.125000 Penalty: 943.614380
	Iteration 27Q: 3 clusters Score -1037858 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -1037877.312500 Penalty: 943.614380
	Iteration 28Q: 3 clusters Score -1037877 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -1037894.562500 Penalty: 943.614380
	Iteration 29Q: 3 clusters Score -1037895 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -1037911.250000 Penalty: 943.614380
	Iteration 30Q: 3 clusters Score -1037911 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -1037939.500000 Penalty: 943.614380
	Iteration 31Q: 3 clusters Score -1037940 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -1037965.875000 Penalty: 943.614380
	Iteration 32Q: 3 clusters Score -1037966 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -1037987.625000 Penalty: 943.614380
	Iteration 33Q: 3 clusters Score -1037988 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 24745 members 
Entering Unmasked Estep 
Score: -1038024.625000 Penalty: 943.614380
	Iteration 34Q: 3 clusters Score -1038025 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -1038055.812500 Penalty: 943.614380
	Iteration 35Q: 3 clusters Score -1038056 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 25180 members 
Entering Unmasked Estep 
Score: -1038097.312500 Penalty: 943.614380
	Iteration 36Q: 3 clusters Score -1038097 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -1038137.437500 Penalty: 943.614380
	Iteration 37Q: 3 clusters Score -1038137 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -1038175.437500 Penalty: 943.614380
	Iteration 38Q: 3 clusters Score -1038175 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -1038227.250000 Penalty: 943.614380
	Iteration 39Q: 3 clusters Score -1038227 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -1038281.625000 Penalty: 943.614380
	Iteration 40F: 3 clusters Score -1038282 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 26453 members 
Entering Unmasked Estep 
Score: -1038345.250000 Penalty: 943.614380
	Iteration 41Q: 3 clusters Score -1038345 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -1038411.312500 Penalty: 943.614380
	Iteration 42Q: 3 clusters Score -1038411 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 27030 members 
Entering Unmasked Estep 
Score: -1038488.812500 Penalty: 943.614380
	Iteration 43Q: 3 clusters Score -1038489 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -1038590.125000 Penalty: 943.614380
	Iteration 44Q: 3 clusters Score -1038590 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 27732 members 
Entering Unmasked Estep 
Score: -1038702.187500 Penalty: 943.614380
	Iteration 45Q: 3 clusters Score -1038702 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -1038824.437500 Penalty: 943.614380
	Iteration 46Q: 3 clusters Score -1038824 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -1038949.625000 Penalty: 943.614380
	Iteration 47Q: 3 clusters Score -1038950 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -1039079.187500 Penalty: 943.614380
	Iteration 48Q: 3 clusters Score -1039079 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 29155 members 
Entering Unmasked Estep 
Score: -1039216.562500 Penalty: 943.614380
	Iteration 49Q: 3 clusters Score -1039217 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -1039340.312500 Penalty: 943.614380
	Iteration 50Q: 3 clusters Score -1039340 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -1039489.500000 Penalty: 943.614380
	Iteration 51Q: 3 clusters Score -1039490 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -1039623.562500 Penalty: 943.614380
	Iteration 52Q: 3 clusters Score -1039624 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -1039758.500000 Penalty: 943.614380
	Iteration 53Q: 3 clusters Score -1039758 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -1039859.625000 Penalty: 943.614380
	Iteration 54Q: 3 clusters Score -1039860 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 30785 members 
Entering Unmasked Estep 
Score: -1039938.562500 Penalty: 943.614380
	Iteration 55Q: 3 clusters Score -1039939 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 30937 members 
Entering Unmasked Estep 
Score: -1039992.250000 Penalty: 943.614380
	Iteration 56Q: 3 clusters Score -1039992 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 31052 members 
Entering Unmasked Estep 
Score: -1040040.062500 Penalty: 943.614380
	Iteration 57Q: 3 clusters Score -1040040 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 31149 members 
Entering Unmasked Estep 
Score: -1040084.062500 Penalty: 943.614380
	Iteration 58Q: 3 clusters Score -1040084 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -1040122.187500 Penalty: 943.614380
	Iteration 59Q: 3 clusters Score -1040122 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -1040155.687500 Penalty: 943.614380
	Iteration 60F: 3 clusters Score -1040156 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 31339 members 
Entering Unmasked Estep 
Score: -1040191.062500 Penalty: 943.614380
	Iteration 61Q: 3 clusters Score -1040191 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -1040221.812500 Penalty: 943.614380
	Iteration 62Q: 3 clusters Score -1040222 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 31423 members 
Entering Unmasked Estep 
Score: -1040254.062500 Penalty: 943.614380
	Iteration 63Q: 3 clusters Score -1040254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -1040265.562500 Penalty: 943.614380
	Iteration 64Q: 3 clusters Score -1040266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 31456 members 
Entering Unmasked Estep 
Score: -1040280.437500 Penalty: 943.614380
	Iteration 65Q: 3 clusters Score -1040280 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -1040292.312500 Penalty: 943.614380
	Iteration 66Q: 3 clusters Score -1040292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 31488 members 
Entering Unmasked Estep 
Score: -1040304.062500 Penalty: 943.614380
	Iteration 67Q: 3 clusters Score -1040304 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -1040315.687500 Penalty: 943.614380
	Iteration 68Q: 3 clusters Score -1040316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -1040323.812500 Penalty: 943.614380
	Iteration 69Q: 3 clusters Score -1040324 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 31518 members 
Entering Unmasked Estep 
Score: -1040331.250000 Penalty: 943.614380
	Iteration 70Q: 3 clusters Score -1040331 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -1040337.625000 Penalty: 943.614380
	Iteration 71Q: 3 clusters Score -1040338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -1040344.312500 Penalty: 943.614380
	Iteration 72Q: 3 clusters Score -1040344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -1040348.812500 Penalty: 943.614380
	Iteration 73Q: 3 clusters Score -1040349 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -1040351.375000 Penalty: 943.614380
	Iteration 74Q: 3 clusters Score -1040351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 31523 members 
Entering Unmasked Estep 
Score: -1040351.500000 Penalty: 943.614380
	Iteration 75Q: 3 clusters Score -1040352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 31521 members 
Entering Unmasked Estep 
Score: -1040352.625000 Penalty: 943.614380
	Iteration 76Q: 3 clusters Score -1040353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -1040353.187500 Penalty: 943.614380
	Iteration 77Q: 3 clusters Score -1040353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -1040352.687500 Penalty: 943.614380
	Iteration 78Q: 3 clusters Score -1040353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -1040352.687500 Penalty: 943.614380
	Iteration 79F: 3 clusters Score -1040353 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14608 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Entering Unmasked Estep 
Score: -483311.312500 Penalty: 436.314270
	Iteration 0F: 2 clusters Score -483311.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -473523.000000 Penalty: 872.628540
	Iteration 0F: 3 clusters Score -473523 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -477627.437500 Penalty: 872.628540
	Iteration 1F: 3 clusters Score -477627.4 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -478228.718750 Penalty: 872.628540
	Iteration 2F: 3 clusters Score -478228.7 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -479069.000000 Penalty: 872.628540
	Iteration 3F: 3 clusters Score -479069 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -480106.187500 Penalty: 872.628540
	Iteration 4F: 3 clusters Score -480106.2 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -481155.218750 Penalty: 872.628540
	Iteration 5F: 3 clusters Score -481155.2 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13490 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -481983.937500 Penalty: 872.628540
	Iteration 6F: 3 clusters Score -481983.9 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -482463.468750 Penalty: 872.628540
	Iteration 7Q: 3 clusters Score -482463.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -482714.406250 Penalty: 872.628540
	Iteration 8Q: 3 clusters Score -482714.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -482835.843750 Penalty: 872.628540
	Iteration 9Q: 3 clusters Score -482835.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -482881.281250 Penalty: 872.628540
	Iteration 10Q: 3 clusters Score -482881.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -482908.812500 Penalty: 872.628540
	Iteration 11Q: 3 clusters Score -482908.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -482916.593750 Penalty: 872.628540
	Iteration 12Q: 3 clusters Score -482916.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -482924.687500 Penalty: 872.628540
	Iteration 13Q: 3 clusters Score -482924.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -482927.781250 Penalty: 872.628540
	Iteration 14Q: 3 clusters Score -482927.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -482927.781250 Penalty: 872.628540
	Iteration 15F: 3 clusters Score -482927.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Entering Unmasked Estep 
Score: -6647.290527 Penalty: 262.458618
	Iteration 0F: 2 clusters Score -6647.291 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6308.469727 Penalty: 524.917236
	Iteration 0F: 3 clusters Score -6308.47 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6405.157227 Penalty: 524.917236
	Iteration 1F: 3 clusters Score -6405.157 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6470.253418 Penalty: 524.917236
	Iteration 2F: 3 clusters Score -6470.253 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6517.901367 Penalty: 524.917236
	Iteration 3F: 3 clusters Score -6517.901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6536.922363 Penalty: 524.917236
	Iteration 4Q: 3 clusters Score -6536.922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -6556.436523 Penalty: 524.917236
	Iteration 5Q: 3 clusters Score -6556.437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -6566.408691 Penalty: 524.917236
	Iteration 6Q: 3 clusters Score -6566.409 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6584.183105 Penalty: 524.917236
	Iteration 7Q: 3 clusters Score -6584.183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6595.785156 Penalty: 524.917236
	Iteration 8Q: 3 clusters Score -6595.785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6605.789062 Penalty: 524.917236
	Iteration 9Q: 3 clusters Score -6605.789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6614.932617 Penalty: 524.917236
	Iteration 10Q: 3 clusters Score -6614.933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6627.965332 Penalty: 524.917236
	Iteration 11Q: 3 clusters Score -6627.965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6630.389648 Penalty: 524.917236
	Iteration 12Q: 3 clusters Score -6630.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6631.675781 Penalty: 524.917236
	Iteration 13Q: 3 clusters Score -6631.676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6633.046387 Penalty: 524.917236
	Iteration 14Q: 3 clusters Score -6633.046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6634.011230 Penalty: 524.917236
	Iteration 15F: 3 clusters Score -6634.011 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6644.749023 Penalty: 524.917236
	Iteration 16Q: 3 clusters Score -6644.749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6648.583984 Penalty: 524.917236
	Iteration 17Q: 3 clusters Score -6648.584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6649.428711 Penalty: 524.917236
	Iteration 18Q: 3 clusters Score -6649.429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6649.428711 Penalty: 524.917236
	Iteration 19F: 3 clusters Score -6649.429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 23260 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 7 contains 119344 members 
Mstep: Class 8 contains 3117 members 
Mstep: Class 9 contains 6688 members 
Mstep: Class 10 contains 150726 members 
Mstep: Class 11 contains 55719 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 13 contains 24477 members 
Mstep: Class 14 contains 2060 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 8373 members 
Mstep: Class 19 contains 31869 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 177 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 4844 members 
Mstep: Class 24 contains 3084 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
Score: -15732968.000000 Penalty: 14978.081055
Splitting cluster 21 changes total score from -15733219.000000 to -15732968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Entering Unmasked Estep 
Score: -100674.820312 Penalty: 368.099335
	Iteration 0F: 2 clusters Score -100674.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -98412.515625 Penalty: 736.198669
	Iteration 0F: 3 clusters Score -98412.52 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -99220.710938 Penalty: 736.198669
	Iteration 1F: 3 clusters Score -99220.71 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -99312.015625 Penalty: 736.198669
	Iteration 2F: 3 clusters Score -99312.02 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -99389.929688 Penalty: 736.198669
	Iteration 3F: 3 clusters Score -99389.93 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -99447.210938 Penalty: 736.198669
	Iteration 4Q: 3 clusters Score -99447.21 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -99503.976562 Penalty: 736.198669
	Iteration 5Q: 3 clusters Score -99503.98 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -99567.437500 Penalty: 736.198669
	Iteration 6Q: 3 clusters Score -99567.44 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -99631.156250 Penalty: 736.198669
	Iteration 7Q: 3 clusters Score -99631.16 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -99707.929688 Penalty: 736.198669
	Iteration 8Q: 3 clusters Score -99707.93 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -99796.539062 Penalty: 736.198669
	Iteration 9Q: 3 clusters Score -99796.54 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -99871.148438 Penalty: 736.198669
	Iteration 10Q: 3 clusters Score -99871.15 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -99911.843750 Penalty: 736.198669
	Iteration 11Q: 3 clusters Score -99911.84 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -99942.484375 Penalty: 736.198669
	Iteration 12Q: 3 clusters Score -99942.48 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -99968.539062 Penalty: 736.198669
	Iteration 13Q: 3 clusters Score -99968.54 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -99980.773438 Penalty: 736.198669
	Iteration 14Q: 3 clusters Score -99980.77 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -99989.609375 Penalty: 736.198669
	Iteration 15Q: 3 clusters Score -99989.61 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -99995.265625 Penalty: 736.198669
	Iteration 16Q: 3 clusters Score -99995.27 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -100003.406250 Penalty: 736.198669
	Iteration 17Q: 3 clusters Score -100003.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -100010.101562 Penalty: 736.198669
	Iteration 18Q: 3 clusters Score -100010.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -100017.687500 Penalty: 736.198669
	Iteration 19Q: 3 clusters Score -100017.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -100023.250000 Penalty: 736.198669
	Iteration 20F: 3 clusters Score -100023.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -100027.226562 Penalty: 736.198669
	Iteration 21Q: 3 clusters Score -100027.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -100030.773438 Penalty: 736.198669
	Iteration 22Q: 3 clusters Score -100030.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -100034.929688 Penalty: 736.198669
	Iteration 23Q: 3 clusters Score -100034.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -100041.007812 Penalty: 736.198669
	Iteration 24Q: 3 clusters Score -100041 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -100048.429688 Penalty: 736.198669
	Iteration 25Q: 3 clusters Score -100048.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -100057.546875 Penalty: 736.198669
	Iteration 26Q: 3 clusters Score -100057.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -100066.632812 Penalty: 736.198669
	Iteration 27Q: 3 clusters Score -100066.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -100074.781250 Penalty: 736.198669
	Iteration 28Q: 3 clusters Score -100074.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -100082.656250 Penalty: 736.198669
	Iteration 29Q: 3 clusters Score -100082.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -100090.687500 Penalty: 736.198669
	Iteration 30Q: 3 clusters Score -100090.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -100100.539062 Penalty: 736.198669
	Iteration 31Q: 3 clusters Score -100100.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -100108.648438 Penalty: 736.198669
	Iteration 32Q: 3 clusters Score -100108.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -100113.484375 Penalty: 736.198669
	Iteration 33Q: 3 clusters Score -100113.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -100122.312500 Penalty: 736.198669
	Iteration 34Q: 3 clusters Score -100122.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -100131.101562 Penalty: 736.198669
	Iteration 35Q: 3 clusters Score -100131.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -100140.320312 Penalty: 736.198669
	Iteration 36Q: 3 clusters Score -100140.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -100147.804688 Penalty: 736.198669
	Iteration 37Q: 3 clusters Score -100147.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -100154.164062 Penalty: 736.198669
	Iteration 38Q: 3 clusters Score -100154.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -100158.031250 Penalty: 736.198669
	Iteration 39Q: 3 clusters Score -100158 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -100164.007812 Penalty: 736.198669
	Iteration 40F: 3 clusters Score -100164 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -100172.460938 Penalty: 736.198669
	Iteration 41Q: 3 clusters Score -100172.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -100180.351562 Penalty: 736.198669
	Iteration 42Q: 3 clusters Score -100180.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -100191.250000 Penalty: 736.198669
	Iteration 43Q: 3 clusters Score -100191.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -100204.023438 Penalty: 736.198669
	Iteration 44Q: 3 clusters Score -100204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -100210.742188 Penalty: 736.198669
	Iteration 45Q: 3 clusters Score -100210.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -100218.367188 Penalty: 736.198669
	Iteration 46Q: 3 clusters Score -100218.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -100225.343750 Penalty: 736.198669
	Iteration 47Q: 3 clusters Score -100225.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -100230.539062 Penalty: 736.198669
	Iteration 48Q: 3 clusters Score -100230.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -100237.343750 Penalty: 736.198669
	Iteration 49Q: 3 clusters Score -100237.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -100243.539062 Penalty: 736.198669
	Iteration 50Q: 3 clusters Score -100243.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -100254.312500 Penalty: 736.198669
	Iteration 51Q: 3 clusters Score -100254.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -100262.710938 Penalty: 736.198669
	Iteration 52Q: 3 clusters Score -100262.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -100271.320312 Penalty: 736.198669
	Iteration 53Q: 3 clusters Score -100271.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -100291.531250 Penalty: 736.198669
	Iteration 54Q: 3 clusters Score -100291.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -100317.757812 Penalty: 736.198669
	Iteration 55Q: 3 clusters Score -100317.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -100332.179688 Penalty: 736.198669
	Iteration 56Q: 3 clusters Score -100332.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -100340.242188 Penalty: 736.198669
	Iteration 57Q: 3 clusters Score -100340.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -100343.515625 Penalty: 736.198669
	Iteration 58Q: 3 clusters Score -100343.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -100345.984375 Penalty: 736.198669
	Iteration 59Q: 3 clusters Score -100346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -100347.859375 Penalty: 736.198669
	Iteration 60F: 3 clusters Score -100347.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -100349.796875 Penalty: 736.198669
	Iteration 61Q: 3 clusters Score -100349.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -100352.093750 Penalty: 736.198669
	Iteration 62Q: 3 clusters Score -100352.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -100354.179688 Penalty: 736.198669
	Iteration 63Q: 3 clusters Score -100354.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -100354.625000 Penalty: 736.198669
	Iteration 64Q: 3 clusters Score -100354.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -100354.812500 Penalty: 736.198669
	Iteration 65Q: 3 clusters Score -100354.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -100355.210938 Penalty: 736.198669
	Iteration 66Q: 3 clusters Score -100355.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -100355.632812 Penalty: 736.198669
	Iteration 67Q: 3 clusters Score -100355.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -100356.203125 Penalty: 736.198669
	Iteration 68Q: 3 clusters Score -100356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -100356.429688 Penalty: 736.198669
	Iteration 69Q: 3 clusters Score -100356.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -100356.757812 Penalty: 736.198669
	Iteration 70Q: 3 clusters Score -100356.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -100356.757812 Penalty: 736.198669
	Iteration 71F: 3 clusters Score -100356.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Entering Unmasked Estep 
Score: -142291.359375 Penalty: 386.090088
	Iteration 0F: 2 clusters Score -142291.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -139052.421875 Penalty: 772.180176
	Iteration 0F: 3 clusters Score -139052.4 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -140379.593750 Penalty: 772.180176
	Iteration 1F: 3 clusters Score -140379.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -140809.390625 Penalty: 772.180176
	Iteration 2F: 3 clusters Score -140809.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -141198.203125 Penalty: 772.180176
	Iteration 3F: 3 clusters Score -141198.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -141452.109375 Penalty: 772.180176
	Iteration 4F: 3 clusters Score -141452.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -141652.859375 Penalty: 772.180176
	Iteration 5F: 3 clusters Score -141652.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -141811.765625 Penalty: 772.180176
	Iteration 6Q: 3 clusters Score -141811.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -141932.171875 Penalty: 772.180176
	Iteration 7Q: 3 clusters Score -141932.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -142051.234375 Penalty: 772.180176
	Iteration 8Q: 3 clusters Score -142051.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -142129.421875 Penalty: 772.180176
	Iteration 9Q: 3 clusters Score -142129.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -142166.062500 Penalty: 772.180176
	Iteration 10Q: 3 clusters Score -142166.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -142181.781250 Penalty: 772.180176
	Iteration 11Q: 3 clusters Score -142181.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -142191.906250 Penalty: 772.180176
	Iteration 12Q: 3 clusters Score -142191.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -142197.468750 Penalty: 772.180176
	Iteration 13Q: 3 clusters Score -142197.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -142200.390625 Penalty: 772.180176
	Iteration 14Q: 3 clusters Score -142200.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -142203.437500 Penalty: 772.180176
	Iteration 15Q: 3 clusters Score -142203.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -142207.953125 Penalty: 772.180176
	Iteration 16Q: 3 clusters Score -142208 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -142213.031250 Penalty: 772.180176
	Iteration 17Q: 3 clusters Score -142213 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -142217.140625 Penalty: 772.180176
	Iteration 18Q: 3 clusters Score -142217.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -142218.875000 Penalty: 772.180176
	Iteration 19Q: 3 clusters Score -142218.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -142221.593750 Penalty: 772.180176
	Iteration 20F: 3 clusters Score -142221.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -142224.140625 Penalty: 772.180176
	Iteration 21Q: 3 clusters Score -142224.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -142227.500000 Penalty: 772.180176
	Iteration 22Q: 3 clusters Score -142227.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -142230.187500 Penalty: 772.180176
	Iteration 23Q: 3 clusters Score -142230.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -142232.046875 Penalty: 772.180176
	Iteration 24Q: 3 clusters Score -142232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -142234.812500 Penalty: 772.180176
	Iteration 25Q: 3 clusters Score -142234.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -142236.937500 Penalty: 772.180176
	Iteration 26Q: 3 clusters Score -142236.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -142237.593750 Penalty: 772.180176
	Iteration 27Q: 3 clusters Score -142237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -142237.828125 Penalty: 772.180176
	Iteration 28Q: 3 clusters Score -142237.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -142238.187500 Penalty: 772.180176
	Iteration 29Q: 3 clusters Score -142238.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -142240.625000 Penalty: 772.180176
	Iteration 30Q: 3 clusters Score -142240.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -142241.531250 Penalty: 772.180176
	Iteration 31Q: 3 clusters Score -142241.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -142241.750000 Penalty: 772.180176
	Iteration 32Q: 3 clusters Score -142241.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -142242.187500 Penalty: 772.180176
	Iteration 33Q: 3 clusters Score -142242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -142242.750000 Penalty: 772.180176
	Iteration 34Q: 3 clusters Score -142242.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -142244.359375 Penalty: 772.180176
	Iteration 35Q: 3 clusters Score -142244.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -142245.875000 Penalty: 772.180176
	Iteration 36Q: 3 clusters Score -142245.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -142247.921875 Penalty: 772.180176
	Iteration 37Q: 3 clusters Score -142247.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -142251.015625 Penalty: 772.180176
	Iteration 38Q: 3 clusters Score -142251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -142253.703125 Penalty: 772.180176
	Iteration 39Q: 3 clusters Score -142253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -142254.984375 Penalty: 772.180176
	Iteration 40F: 3 clusters Score -142255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -142255.500000 Penalty: 772.180176
	Iteration 41Q: 3 clusters Score -142255.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -142255.328125 Penalty: 772.180176
	Iteration 42Q: 3 clusters Score -142255.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -142256.171875 Penalty: 772.180176
	Iteration 43Q: 3 clusters Score -142256.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -142255.984375 Penalty: 772.180176
	Iteration 44Q: 3 clusters Score -142256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -142256.031250 Penalty: 772.180176
	Iteration 45Q: 3 clusters Score -142256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -142256.031250 Penalty: 772.180176
	Iteration 46F: 3 clusters Score -142256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 5051 members 
Mstep: Class 3 contains 23260 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 1851 members 
Mstep: Class 6 contains 3086 members 
Mstep: Class 7 contains 119344 members 
Mstep: Class 8 contains 3117 members 
Mstep: Class 9 contains 6688 members 
Mstep: Class 10 contains 150726 members 
Mstep: Class 11 contains 55719 members 
Mstep: Class 12 contains 4964 members 
Mstep: Class 13 contains 24477 members 
Mstep: Class 14 contains 2060 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 9861 members 
Mstep: Class 18 contains 8373 members 
Mstep: Class 19 contains 31869 members 
Mstep: Class 20 contains 14608 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 3262 members 
Mstep: Class 23 contains 4844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733446.000000 Penalty: 14378.957031
Iteration 319Q: 25 clusters Score -1.573345e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 23202 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 1866 members 
Mstep: Class 6 contains 3077 members 
Mstep: Class 7 contains 119757 members 
Mstep: Class 8 contains 3117 members 
Mstep: Class 9 contains 6698 members 
Mstep: Class 10 contains 150692 members 
Mstep: Class 11 contains 55550 members 
Mstep: Class 12 contains 4981 members 
Mstep: Class 13 contains 24479 members 
Mstep: Class 14 contains 2060 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 9703 members 
Mstep: Class 18 contains 8353 members 
Mstep: Class 19 contains 31975 members 
Mstep: Class 20 contains 14609 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 3074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733799.000000 Penalty: 14378.957031
Iteration 320F: 25 clusters Score -1.57338e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 3 contains 23154 members 
Mstep: Class 4 contains 4888 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 3060 members 
Mstep: Class 7 contains 119885 members 
Mstep: Class 8 contains 3114 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 150682 members 
Mstep: Class 11 contains 55426 members 
Mstep: Class 12 contains 5011 members 
Mstep: Class 13 contains 24474 members 
Mstep: Class 14 contains 2060 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 8627 members 
Mstep: Class 17 contains 9538 members 
Mstep: Class 18 contains 8331 members 
Mstep: Class 19 contains 32091 members 
Mstep: Class 20 contains 14609 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3253 members 
Mstep: Class 23 contains 4744 members 
Mstep: Class 24 contains 3244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733862.000000 Penalty: 14378.957031
Iteration 321Q: 25 clusters Score -1.573386e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 23100 members 
Mstep: Class 4 contains 4883 members 
Mstep: Class 5 contains 1882 members 
Mstep: Class 6 contains 3049 members 
Mstep: Class 7 contains 119997 members 
Mstep: Class 8 contains 3114 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 150677 members 
Mstep: Class 11 contains 55352 members 
Mstep: Class 12 contains 5027 members 
Mstep: Class 13 contains 24469 members 
Mstep: Class 14 contains 2062 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 9355 members 
Mstep: Class 18 contains 8317 members 
Mstep: Class 19 contains 32218 members 
Mstep: Class 20 contains 14611 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 4702 members 
Mstep: Class 24 contains 3388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733940.000000 Penalty: 14378.957031
Iteration 322Q: 25 clusters Score -1.573394e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30966 members 
Mstep: Class 2 contains 5046 members 
Mstep: Class 3 contains 23039 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 3035 members 
Mstep: Class 7 contains 120117 members 
Mstep: Class 8 contains 3107 members 
Mstep: Class 9 contains 6709 members 
Mstep: Class 10 contains 150672 members 
Mstep: Class 11 contains 55289 members 
Mstep: Class 12 contains 5060 members 
Mstep: Class 13 contains 24457 members 
Mstep: Class 14 contains 2064 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 8635 members 
Mstep: Class 17 contains 9180 members 
Mstep: Class 18 contains 8295 members 
Mstep: Class 19 contains 32348 members 
Mstep: Class 20 contains 14609 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 4669 members 
Mstep: Class 24 contains 3508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733969.000000 Penalty: 14378.957031
Iteration 323Q: 25 clusters Score -1.573397e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 5041 members 
Mstep: Class 3 contains 22990 members 
Mstep: Class 4 contains 4879 members 
Mstep: Class 5 contains 1896 members 
Mstep: Class 6 contains 3019 members 
Mstep: Class 7 contains 120213 members 
Mstep: Class 8 contains 3102 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 10 contains 150671 members 
Mstep: Class 11 contains 55225 members 
Mstep: Class 12 contains 5090 members 
Mstep: Class 13 contains 24433 members 
Mstep: Class 14 contains 2068 members 
Mstep: Class 15 contains 1944 members 
Mstep: Class 16 contains 8619 members 
Mstep: Class 17 contains 9015 members 
Mstep: Class 18 contains 8280 members 
Mstep: Class 19 contains 32484 members 
Mstep: Class 20 contains 14617 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 4635 members 
Mstep: Class 24 contains 3626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734061.000000 Penalty: 14378.957031
Iteration 324Q: 25 clusters Score -1.573406e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 5042 members 
Mstep: Class 3 contains 22946 members 
Mstep: Class 4 contains 4881 members 
Mstep: Class 5 contains 1904 members 
Mstep: Class 6 contains 3002 members 
Mstep: Class 7 contains 120296 members 
Mstep: Class 8 contains 3099 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 150669 members 
Mstep: Class 11 contains 55131 members 
Mstep: Class 12 contains 5124 members 
Mstep: Class 13 contains 24419 members 
Mstep: Class 14 contains 2070 members 
Mstep: Class 15 contains 1942 members 
Mstep: Class 16 contains 8604 members 
Mstep: Class 17 contains 8888 members 
Mstep: Class 18 contains 8260 members 
Mstep: Class 19 contains 32613 members 
Mstep: Class 20 contains 14623 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 4605 members 
Mstep: Class 24 contains 3752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734198.000000 Penalty: 14378.957031
Iteration 325Q: 25 clusters Score -1.57342e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 5038 members 
Mstep: Class 3 contains 22908 members 
Mstep: Class 4 contains 4878 members 
Mstep: Class 5 contains 1915 members 
Mstep: Class 6 contains 2992 members 
Mstep: Class 7 contains 120364 members 
Mstep: Class 8 contains 3092 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 10 contains 150669 members 
Mstep: Class 11 contains 55048 members 
Mstep: Class 12 contains 5158 members 
Mstep: Class 13 contains 24403 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 8594 members 
Mstep: Class 17 contains 8750 members 
Mstep: Class 18 contains 8245 members 
Mstep: Class 19 contains 32742 members 
Mstep: Class 20 contains 14626 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 4578 members 
Mstep: Class 24 contains 3871 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734235.000000 Penalty: 14378.957031
Iteration 326Q: 25 clusters Score -1.573424e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 5043 members 
Mstep: Class 3 contains 22854 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 1920 members 
Mstep: Class 6 contains 2976 members 
Mstep: Class 7 contains 120430 members 
Mstep: Class 8 contains 3096 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 150661 members 
Mstep: Class 11 contains 54972 members 
Mstep: Class 12 contains 5203 members 
Mstep: Class 13 contains 24394 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 8591 members 
Mstep: Class 17 contains 8607 members 
Mstep: Class 18 contains 8228 members 
Mstep: Class 19 contains 32874 members 
Mstep: Class 20 contains 14633 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 4554 members 
Mstep: Class 24 contains 3988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734287.000000 Penalty: 14378.957031
Iteration 327Q: 25 clusters Score -1.573429e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 5048 members 
Mstep: Class 3 contains 22813 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 1924 members 
Mstep: Class 6 contains 2967 members 
Mstep: Class 7 contains 120506 members 
Mstep: Class 8 contains 3094 members 
Mstep: Class 9 contains 6704 members 
Mstep: Class 10 contains 150639 members 
Mstep: Class 11 contains 54876 members 
Mstep: Class 12 contains 5254 members 
Mstep: Class 13 contains 24387 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 8591 members 
Mstep: Class 17 contains 8476 members 
Mstep: Class 18 contains 8221 members 
Mstep: Class 19 contains 33000 members 
Mstep: Class 20 contains 14642 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 4527 members 
Mstep: Class 24 contains 4097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734347.000000 Penalty: 14378.957031
Iteration 328Q: 25 clusters Score -1.573435e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30843 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 22780 members 
Mstep: Class 4 contains 4845 members 
Mstep: Class 5 contains 1926 members 
Mstep: Class 6 contains 2962 members 
Mstep: Class 7 contains 120575 members 
Mstep: Class 8 contains 3088 members 
Mstep: Class 9 contains 6703 members 
Mstep: Class 10 contains 150624 members 
Mstep: Class 11 contains 54766 members 
Mstep: Class 12 contains 5304 members 
Mstep: Class 13 contains 24389 members 
Mstep: Class 14 contains 2074 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 8581 members 
Mstep: Class 17 contains 8348 members 
Mstep: Class 18 contains 8202 members 
Mstep: Class 19 contains 33132 members 
Mstep: Class 20 contains 14646 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3243 members 
Mstep: Class 23 contains 4515 members 
Mstep: Class 24 contains 4212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734449.000000 Penalty: 14378.957031
Iteration 329Q: 25 clusters Score -1.573445e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 5049 members 
Mstep: Class 3 contains 22745 members 
Mstep: Class 4 contains 4838 members 
Mstep: Class 5 contains 1931 members 
Mstep: Class 6 contains 2953 members 
Mstep: Class 7 contains 120630 members 
Mstep: Class 8 contains 3075 members 
Mstep: Class 9 contains 6705 members 
Mstep: Class 10 contains 150618 members 
Mstep: Class 11 contains 54676 members 
Mstep: Class 12 contains 5353 members 
Mstep: Class 13 contains 24372 members 
Mstep: Class 14 contains 2078 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 8224 members 
Mstep: Class 18 contains 8188 members 
Mstep: Class 19 contains 33271 members 
Mstep: Class 20 contains 14654 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 4498 members 
Mstep: Class 24 contains 4319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734472.000000 Penalty: 14378.957031
Iteration 330Q: 25 clusters Score -1.573447e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 5054 members 
Mstep: Class 3 contains 22719 members 
Mstep: Class 4 contains 4840 members 
Mstep: Class 5 contains 1933 members 
Mstep: Class 6 contains 2941 members 
Mstep: Class 7 contains 120660 members 
Mstep: Class 8 contains 3061 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 10 contains 150615 members 
Mstep: Class 11 contains 54582 members 
Mstep: Class 12 contains 5402 members 
Mstep: Class 13 contains 24359 members 
Mstep: Class 14 contains 2080 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8553 members 
Mstep: Class 17 contains 8094 members 
Mstep: Class 18 contains 8177 members 
Mstep: Class 19 contains 33418 members 
Mstep: Class 20 contains 14659 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3239 members 
Mstep: Class 23 contains 4476 members 
Mstep: Class 24 contains 4443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734490.000000 Penalty: 14378.957031
Iteration 331Q: 25 clusters Score -1.573449e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30780 members 
Mstep: Class 2 contains 5058 members 
Mstep: Class 3 contains 22679 members 
Mstep: Class 4 contains 4852 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 2932 members 
Mstep: Class 7 contains 120703 members 
Mstep: Class 8 contains 3047 members 
Mstep: Class 9 contains 6712 members 
Mstep: Class 10 contains 150615 members 
Mstep: Class 11 contains 54496 members 
Mstep: Class 12 contains 5450 members 
Mstep: Class 13 contains 24353 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8544 members 
Mstep: Class 17 contains 7946 members 
Mstep: Class 18 contains 8166 members 
Mstep: Class 19 contains 33548 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3235 members 
Mstep: Class 23 contains 4459 members 
Mstep: Class 24 contains 4559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734500.000000 Penalty: 14378.957031
Iteration 332Q: 25 clusters Score -1.57345e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 22640 members 
Mstep: Class 4 contains 4856 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 2918 members 
Mstep: Class 7 contains 120746 members 
Mstep: Class 8 contains 3041 members 
Mstep: Class 9 contains 6706 members 
Mstep: Class 10 contains 150617 members 
Mstep: Class 11 contains 54420 members 
Mstep: Class 12 contains 5502 members 
Mstep: Class 13 contains 24342 members 
Mstep: Class 14 contains 2086 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8546 members 
Mstep: Class 17 contains 7795 members 
Mstep: Class 18 contains 8152 members 
Mstep: Class 19 contains 33683 members 
Mstep: Class 20 contains 14668 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3232 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 4675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734545.000000 Penalty: 14378.957031
Iteration 333Q: 25 clusters Score -1.573454e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 5064 members 
Mstep: Class 3 contains 22591 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 1935 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 120776 members 
Mstep: Class 8 contains 3036 members 
Mstep: Class 9 contains 6703 members 
Mstep: Class 10 contains 150625 members 
Mstep: Class 11 contains 54382 members 
Mstep: Class 12 contains 5557 members 
Mstep: Class 13 contains 24333 members 
Mstep: Class 14 contains 2088 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 7649 members 
Mstep: Class 18 contains 8147 members 
Mstep: Class 19 contains 33815 members 
Mstep: Class 20 contains 14677 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3230 members 
Mstep: Class 23 contains 4416 members 
Mstep: Class 24 contains 4771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734550.000000 Penalty: 14378.957031
Iteration 334Q: 25 clusters Score -1.573455e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 5062 members 
Mstep: Class 3 contains 22543 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 1934 members 
Mstep: Class 6 contains 2896 members 
Mstep: Class 7 contains 120789 members 
Mstep: Class 8 contains 3032 members 
Mstep: Class 9 contains 6708 members 
Mstep: Class 10 contains 150616 members 
Mstep: Class 11 contains 54337 members 
Mstep: Class 12 contains 5624 members 
Mstep: Class 13 contains 24324 members 
Mstep: Class 14 contains 2091 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8533 members 
Mstep: Class 17 contains 7488 members 
Mstep: Class 18 contains 8141 members 
Mstep: Class 19 contains 33954 members 
Mstep: Class 20 contains 14693 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3229 members 
Mstep: Class 23 contains 4396 members 
Mstep: Class 24 contains 4879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734614.000000 Penalty: 14378.957031
Iteration 335Q: 25 clusters Score -1.573461e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 5061 members 
Mstep: Class 3 contains 22504 members 
Mstep: Class 4 contains 4843 members 
Mstep: Class 5 contains 1936 members 
Mstep: Class 6 contains 2887 members 
Mstep: Class 7 contains 120812 members 
Mstep: Class 8 contains 3026 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 10 contains 150604 members 
Mstep: Class 11 contains 54271 members 
Mstep: Class 12 contains 5676 members 
Mstep: Class 13 contains 24311 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 1949 members 
Mstep: Class 16 contains 8524 members 
Mstep: Class 17 contains 7345 members 
Mstep: Class 18 contains 8134 members 
Mstep: Class 19 contains 34086 members 
Mstep: Class 20 contains 14708 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3231 members 
Mstep: Class 23 contains 4384 members 
Mstep: Class 24 contains 4994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734735.000000 Penalty: 14378.957031
Iteration 336Q: 25 clusters Score -1.573474e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 5050 members 
Mstep: Class 3 contains 22450 members 
Mstep: Class 4 contains 4842 members 
Mstep: Class 5 contains 1938 members 
Mstep: Class 6 contains 2874 members 
Mstep: Class 7 contains 120821 members 
Mstep: Class 8 contains 3020 members 
Mstep: Class 9 contains 6720 members 
Mstep: Class 10 contains 150594 members 
Mstep: Class 11 contains 54248 members 
Mstep: Class 12 contains 5754 members 
Mstep: Class 13 contains 24314 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 8503 members 
Mstep: Class 17 contains 7172 members 
Mstep: Class 18 contains 8132 members 
Mstep: Class 19 contains 34235 members 
Mstep: Class 20 contains 14718 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3229 members 
Mstep: Class 23 contains 4367 members 
Mstep: Class 24 contains 5104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734785.000000 Penalty: 14378.957031
Iteration 337Q: 25 clusters Score -1.573478e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 5040 members 
Mstep: Class 3 contains 22399 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 1941 members 
Mstep: Class 6 contains 2871 members 
Mstep: Class 7 contains 120828 members 
Mstep: Class 8 contains 3005 members 
Mstep: Class 9 contains 6725 members 
Mstep: Class 10 contains 150581 members 
Mstep: Class 11 contains 54238 members 
Mstep: Class 12 contains 5840 members 
Mstep: Class 13 contains 24321 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 8477 members 
Mstep: Class 17 contains 7013 members 
Mstep: Class 18 contains 8131 members 
Mstep: Class 19 contains 34372 members 
Mstep: Class 20 contains 14728 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3230 members 
Mstep: Class 23 contains 4347 members 
Mstep: Class 24 contains 5198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734910.000000 Penalty: 14378.957031
Iteration 338Q: 25 clusters Score -1.573491e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 22365 members 
Mstep: Class 4 contains 4831 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 2863 members 
Mstep: Class 7 contains 120836 members 
Mstep: Class 8 contains 2991 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 150571 members 
Mstep: Class 11 contains 54206 members 
Mstep: Class 12 contains 5928 members 
Mstep: Class 13 contains 24330 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 1948 members 
Mstep: Class 16 contains 8458 members 
Mstep: Class 17 contains 6834 members 
Mstep: Class 18 contains 8130 members 
Mstep: Class 19 contains 34512 members 
Mstep: Class 20 contains 14737 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3226 members 
Mstep: Class 23 contains 4331 members 
Mstep: Class 24 contains 5293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734948.000000 Penalty: 14378.957031
Iteration 339Q: 25 clusters Score -1.573495e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 5033 members 
Mstep: Class 3 contains 22336 members 
Mstep: Class 4 contains 4835 members 
Mstep: Class 5 contains 1947 members 
Mstep: Class 6 contains 2857 members 
Mstep: Class 7 contains 120861 members 
Mstep: Class 8 contains 2980 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 10 contains 150562 members 
Mstep: Class 11 contains 54170 members 
Mstep: Class 12 contains 5992 members 
Mstep: Class 13 contains 24340 members 
Mstep: Class 14 contains 2096 members 
Mstep: Class 15 contains 1945 members 
Mstep: Class 16 contains 8448 members 
Mstep: Class 17 contains 6682 members 
Mstep: Class 18 contains 8125 members 
Mstep: Class 19 contains 34634 members 
Mstep: Class 20 contains 14749 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3223 members 
Mstep: Class 23 contains 4313 members 
Mstep: Class 24 contains 5389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735056.000000 Penalty: 14378.957031
Iteration 340F: 25 clusters Score -1.573506e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 5025 members 
Mstep: Class 3 contains 22300 members 
Mstep: Class 4 contains 4833 members 
Mstep: Class 5 contains 1957 members 
Mstep: Class 6 contains 2852 members 
Mstep: Class 7 contains 120890 members 
Mstep: Class 8 contains 2966 members 
Mstep: Class 9 contains 6727 members 
Mstep: Class 10 contains 150566 members 
Mstep: Class 11 contains 54119 members 
Mstep: Class 12 contains 6081 members 
Mstep: Class 13 contains 24339 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 1936 members 
Mstep: Class 16 contains 8427 members 
Mstep: Class 17 contains 6512 members 
Mstep: Class 18 contains 8118 members 
Mstep: Class 19 contains 34757 members 
Mstep: Class 20 contains 14764 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3224 members 
Mstep: Class 23 contains 4297 members 
Mstep: Class 24 contains 5498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735147.000000 Penalty: 14378.957031
Iteration 341Q: 25 clusters Score -1.573515e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30450 members 
Mstep: Class 2 contains 5019 members 
Mstep: Class 3 contains 22265 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 1964 members 
Mstep: Class 6 contains 2850 members 
Mstep: Class 7 contains 120912 members 
Mstep: Class 8 contains 2954 members 
Mstep: Class 9 contains 6726 members 
Mstep: Class 10 contains 150569 members 
Mstep: Class 11 contains 54094 members 
Mstep: Class 12 contains 6170 members 
Mstep: Class 13 contains 24335 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 1924 members 
Mstep: Class 16 contains 8398 members 
Mstep: Class 17 contains 6338 members 
Mstep: Class 18 contains 8105 members 
Mstep: Class 19 contains 34887 members 
Mstep: Class 20 contains 14772 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3224 members 
Mstep: Class 23 contains 4284 members 
Mstep: Class 24 contains 5594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735233.000000 Penalty: 14378.957031
Iteration 342Q: 25 clusters Score -1.573523e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 5020 members 
Mstep: Class 3 contains 22231 members 
Mstep: Class 4 contains 4834 members 
Mstep: Class 5 contains 1971 members 
Mstep: Class 6 contains 2845 members 
Mstep: Class 7 contains 120920 members 
Mstep: Class 8 contains 2936 members 
Mstep: Class 9 contains 6728 members 
Mstep: Class 10 contains 150558 members 
Mstep: Class 11 contains 54067 members 
Mstep: Class 12 contains 6252 members 
Mstep: Class 13 contains 24334 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 8392 members 
Mstep: Class 17 contains 6175 members 
Mstep: Class 18 contains 8092 members 
Mstep: Class 19 contains 35003 members 
Mstep: Class 20 contains 14777 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3224 members 
Mstep: Class 23 contains 4274 members 
Mstep: Class 24 contains 5686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735305.000000 Penalty: 14378.957031
Iteration 343Q: 25 clusters Score -1.57353e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 22200 members 
Mstep: Class 4 contains 4831 members 
Mstep: Class 5 contains 1975 members 
Mstep: Class 6 contains 2838 members 
Mstep: Class 7 contains 120930 members 
Mstep: Class 8 contains 2925 members 
Mstep: Class 9 contains 6732 members 
Mstep: Class 10 contains 150549 members 
Mstep: Class 11 contains 54012 members 
Mstep: Class 12 contains 6316 members 
Mstep: Class 13 contains 24326 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 1920 members 
Mstep: Class 16 contains 8384 members 
Mstep: Class 17 contains 6039 members 
Mstep: Class 18 contains 8083 members 
Mstep: Class 19 contains 35119 members 
Mstep: Class 20 contains 14786 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 3223 members 
Mstep: Class 23 contains 4267 members 
Mstep: Class 24 contains 5795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735423.000000 Penalty: 14378.957031
Iteration 344Q: 25 clusters Score -1.573542e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 22172 members 
Mstep: Class 4 contains 4837 members 
Mstep: Class 5 contains 1979 members 
Mstep: Class 6 contains 2823 members 
Mstep: Class 7 contains 120933 members 
Mstep: Class 8 contains 2920 members 
Mstep: Class 9 contains 6738 members 
Mstep: Class 10 contains 150548 members 
Mstep: Class 11 contains 53949 members 
Mstep: Class 12 contains 6373 members 
Mstep: Class 13 contains 24312 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 1919 members 
Mstep: Class 16 contains 8378 members 
Mstep: Class 17 contains 5915 members 
Mstep: Class 18 contains 8078 members 
Mstep: Class 19 contains 35215 members 
Mstep: Class 20 contains 14798 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 3222 members 
Mstep: Class 23 contains 4259 members 
Mstep: Class 24 contains 5911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735498.000000 Penalty: 14378.957031
Iteration 345Q: 25 clusters Score -1.57355e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 5008 members 
Mstep: Class 3 contains 22143 members 
Mstep: Class 4 contains 4842 members 
Mstep: Class 5 contains 1983 members 
Mstep: Class 6 contains 2811 members 
Mstep: Class 7 contains 120928 members 
Mstep: Class 8 contains 2908 members 
Mstep: Class 9 contains 6745 members 
Mstep: Class 10 contains 150548 members 
Mstep: Class 11 contains 53883 members 
Mstep: Class 12 contains 6434 members 
Mstep: Class 13 contains 24302 members 
Mstep: Class 14 contains 2085 members 
Mstep: Class 15 contains 1918 members 
Mstep: Class 16 contains 8374 members 
Mstep: Class 17 contains 5807 members 
Mstep: Class 18 contains 8072 members 
Mstep: Class 19 contains 35327 members 
Mstep: Class 20 contains 14808 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 3221 members 
Mstep: Class 23 contains 4250 members 
Mstep: Class 24 contains 6025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735568.000000 Penalty: 14378.957031
Iteration 346Q: 25 clusters Score -1.573557e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 5005 members 
Mstep: Class 3 contains 22107 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 1991 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 120924 members 
Mstep: Class 8 contains 2889 members 
Mstep: Class 9 contains 6751 members 
Mstep: Class 10 contains 150549 members 
Mstep: Class 11 contains 53828 members 
Mstep: Class 12 contains 6485 members 
Mstep: Class 13 contains 24289 members 
Mstep: Class 14 contains 2080 members 
Mstep: Class 15 contains 1916 members 
Mstep: Class 16 contains 8372 members 
Mstep: Class 17 contains 5688 members 
Mstep: Class 18 contains 8068 members 
Mstep: Class 19 contains 35448 members 
Mstep: Class 20 contains 14813 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 3221 members 
Mstep: Class 23 contains 4252 members 
Mstep: Class 24 contains 6133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735676.000000 Penalty: 14378.957031
Iteration 347Q: 25 clusters Score -1.573568e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 22080 members 
Mstep: Class 4 contains 4844 members 
Mstep: Class 5 contains 1998 members 
Mstep: Class 6 contains 2788 members 
Mstep: Class 7 contains 120925 members 
Mstep: Class 8 contains 2874 members 
Mstep: Class 9 contains 6759 members 
Mstep: Class 10 contains 150553 members 
Mstep: Class 11 contains 53764 members 
Mstep: Class 12 contains 6528 members 
Mstep: Class 13 contains 24283 members 
Mstep: Class 14 contains 2075 members 
Mstep: Class 15 contains 1913 members 
Mstep: Class 16 contains 8367 members 
Mstep: Class 17 contains 5589 members 
Mstep: Class 18 contains 8060 members 
Mstep: Class 19 contains 35558 members 
Mstep: Class 20 contains 14817 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 3221 members 
Mstep: Class 23 contains 4248 members 
Mstep: Class 24 contains 6242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735753.000000 Penalty: 14378.957031
Iteration 348Q: 25 clusters Score -1.573575e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 22064 members 
Mstep: Class 4 contains 4841 members 
Mstep: Class 5 contains 2003 members 
Mstep: Class 6 contains 2782 members 
Mstep: Class 7 contains 120928 members 
Mstep: Class 8 contains 2868 members 
Mstep: Class 9 contains 6766 members 
Mstep: Class 10 contains 150563 members 
Mstep: Class 11 contains 53700 members 
Mstep: Class 12 contains 6558 members 
Mstep: Class 13 contains 24268 members 
Mstep: Class 14 contains 2073 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 8356 members 
Mstep: Class 17 contains 5518 members 
Mstep: Class 18 contains 8055 members 
Mstep: Class 19 contains 35636 members 
Mstep: Class 20 contains 14816 members 
Mstep: Class 21 contains 319 members 
Mstep: Class 22 contains 3219 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 6351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735756.000000 Penalty: 14378.957031
Iteration 349Q: 25 clusters Score -1.573576e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 22044 members 
Mstep: Class 4 contains 4847 members 
Mstep: Class 5 contains 2013 members 
Mstep: Class 6 contains 2777 members 
Mstep: Class 7 contains 120935 members 
Mstep: Class 8 contains 2861 members 
Mstep: Class 9 contains 6765 members 
Mstep: Class 10 contains 150575 members 
Mstep: Class 11 contains 53619 members 
Mstep: Class 12 contains 6594 members 
Mstep: Class 13 contains 24252 members 
Mstep: Class 14 contains 2070 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 8354 members 
Mstep: Class 17 contains 5435 members 
Mstep: Class 18 contains 8052 members 
Mstep: Class 19 contains 35719 members 
Mstep: Class 20 contains 14817 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 3218 members 
Mstep: Class 23 contains 4245 members 
Mstep: Class 24 contains 6448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735760.000000 Penalty: 14378.957031
Iteration 350Q: 25 clusters Score -1.573576e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 4986 members 
Mstep: Class 3 contains 22021 members 
Mstep: Class 4 contains 4858 members 
Mstep: Class 5 contains 2017 members 
Mstep: Class 6 contains 2767 members 
Mstep: Class 7 contains 120938 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 6769 members 
Mstep: Class 10 contains 150578 members 
Mstep: Class 11 contains 53524 members 
Mstep: Class 12 contains 6625 members 
Mstep: Class 13 contains 24236 members 
Mstep: Class 14 contains 2067 members 
Mstep: Class 15 contains 1911 members 
Mstep: Class 16 contains 8351 members 
Mstep: Class 17 contains 5368 members 
Mstep: Class 18 contains 8054 members 
Mstep: Class 19 contains 35812 members 
Mstep: Class 20 contains 14819 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 3217 members 
Mstep: Class 23 contains 4250 members 
Mstep: Class 24 contains 6555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735814.000000 Penalty: 14378.957031
Iteration 351Q: 25 clusters Score -1.573581e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 4979 members 
Mstep: Class 3 contains 21995 members 
Mstep: Class 4 contains 4862 members 
Mstep: Class 5 contains 2019 members 
Mstep: Class 6 contains 2756 members 
Mstep: Class 7 contains 120950 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 6779 members 
Mstep: Class 10 contains 150572 members 
Mstep: Class 11 contains 53444 members 
Mstep: Class 12 contains 6650 members 
Mstep: Class 13 contains 24219 members 
Mstep: Class 14 contains 2067 members 
Mstep: Class 15 contains 1910 members 
Mstep: Class 16 contains 8346 members 
Mstep: Class 17 contains 5315 members 
Mstep: Class 18 contains 8057 members 
Mstep: Class 19 contains 35892 members 
Mstep: Class 20 contains 14823 members 
Mstep: Class 21 contains 321 members 
Mstep: Class 22 contains 3217 members 
Mstep: Class 23 contains 4249 members 
Mstep: Class 24 contains 6655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735812.000000 Penalty: 14378.957031
Iteration 352Q: 25 clusters Score -1.573581e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 4973 members 
Mstep: Class 3 contains 21965 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 2021 members 
Mstep: Class 6 contains 2745 members 
Mstep: Class 7 contains 120961 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 6785 members 
Mstep: Class 10 contains 150567 members 
Mstep: Class 11 contains 53361 members 
Mstep: Class 12 contains 6682 members 
Mstep: Class 13 contains 24206 members 
Mstep: Class 14 contains 2064 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 8334 members 
Mstep: Class 17 contains 5266 members 
Mstep: Class 18 contains 8063 members 
Mstep: Class 19 contains 35968 members 
Mstep: Class 20 contains 14825 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 3218 members 
Mstep: Class 23 contains 4253 members 
Mstep: Class 24 contains 6757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735879.000000 Penalty: 14378.957031
Iteration 353Q: 25 clusters Score -1.573588e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 4969 members 
Mstep: Class 3 contains 21926 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 2023 members 
Mstep: Class 6 contains 2737 members 
Mstep: Class 7 contains 120984 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 6796 members 
Mstep: Class 10 contains 150571 members 
Mstep: Class 11 contains 53271 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 24189 members 
Mstep: Class 14 contains 2063 members 
Mstep: Class 15 contains 1906 members 
Mstep: Class 16 contains 8324 members 
Mstep: Class 17 contains 5232 members 
Mstep: Class 18 contains 8067 members 
Mstep: Class 19 contains 36022 members 
Mstep: Class 20 contains 14833 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 3218 members 
Mstep: Class 23 contains 4259 members 
Mstep: Class 24 contains 6860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735931.000000 Penalty: 14378.957031
Iteration 354Q: 25 clusters Score -1.573593e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 21882 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 2025 members 
Mstep: Class 6 contains 2727 members 
Mstep: Class 7 contains 121013 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 6802 members 
Mstep: Class 10 contains 150564 members 
Mstep: Class 11 contains 53183 members 
Mstep: Class 12 contains 6705 members 
Mstep: Class 13 contains 24179 members 
Mstep: Class 14 contains 2064 members 
Mstep: Class 15 contains 1901 members 
Mstep: Class 16 contains 8319 members 
Mstep: Class 17 contains 5204 members 
Mstep: Class 18 contains 8072 members 
Mstep: Class 19 contains 36065 members 
Mstep: Class 20 contains 14845 members 
Mstep: Class 21 contains 320 members 
Mstep: Class 22 contains 3219 members 
Mstep: Class 23 contains 4259 members 
Mstep: Class 24 contains 6963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735967.000000 Penalty: 14378.957031
Iteration 355Q: 25 clusters Score -1.573597e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 4952 members 
Mstep: Class 3 contains 21828 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 2026 members 
Mstep: Class 6 contains 2717 members 
Mstep: Class 7 contains 121030 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 6813 members 
Mstep: Class 10 contains 150561 members 
Mstep: Class 11 contains 53101 members 
Mstep: Class 12 contains 6714 members 
Mstep: Class 13 contains 24180 members 
Mstep: Class 14 contains 2070 members 
Mstep: Class 15 contains 1897 members 
Mstep: Class 16 contains 8310 members 
Mstep: Class 17 contains 5183 members 
Mstep: Class 18 contains 8088 members 
Mstep: Class 19 contains 36100 members 
Mstep: Class 20 contains 14851 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3220 members 
Mstep: Class 23 contains 4266 members 
Mstep: Class 24 contains 7067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736019.000000 Penalty: 14378.957031
Iteration 356Q: 25 clusters Score -1.573602e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 4945 members 
Mstep: Class 3 contains 21771 members 
Mstep: Class 4 contains 4875 members 
Mstep: Class 5 contains 2025 members 
Mstep: Class 6 contains 2705 members 
Mstep: Class 7 contains 121036 members 
Mstep: Class 8 contains 2813 members 
Mstep: Class 9 contains 6823 members 
Mstep: Class 10 contains 150559 members 
Mstep: Class 11 contains 53040 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 24175 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 8296 members 
Mstep: Class 17 contains 5155 members 
Mstep: Class 18 contains 8103 members 
Mstep: Class 19 contains 36133 members 
Mstep: Class 20 contains 14855 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3221 members 
Mstep: Class 23 contains 4270 members 
Mstep: Class 24 contains 7177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736038.000000 Penalty: 14378.957031
Iteration 357Q: 25 clusters Score -1.573604e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 4940 members 
Mstep: Class 3 contains 21720 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 2026 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 121054 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 6834 members 
Mstep: Class 10 contains 150553 members 
Mstep: Class 11 contains 52966 members 
Mstep: Class 12 contains 6728 members 
Mstep: Class 13 contains 24171 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 8279 members 
Mstep: Class 17 contains 5139 members 
Mstep: Class 18 contains 8107 members 
Mstep: Class 19 contains 36157 members 
Mstep: Class 20 contains 14859 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3220 members 
Mstep: Class 23 contains 4279 members 
Mstep: Class 24 contains 7292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736104.000000 Penalty: 14378.957031
Iteration 358Q: 25 clusters Score -1.57361e+07 nChanged 482
Entering ConstructFrom: 
Score: -15736104.000000 Penalty: 14378.957031
Entering ConstructFrom: 
Trying to split cluster 1 (30092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Entering Unmasked Estep 
Score: -985396.125000 Penalty: 469.196655
	Iteration 0F: 2 clusters Score -985396.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -965131.500000 Penalty: 938.393311
	Iteration 0F: 3 clusters Score -965131.5 nChanged 14539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -974363.625000 Penalty: 938.393311
	Iteration 1F: 3 clusters Score -974363.6 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -975126.812500 Penalty: 938.393311
	Iteration 2F: 3 clusters Score -975126.8 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -976070.125000 Penalty: 938.393311
	Iteration 3F: 3 clusters Score -976070.1 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13026 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -977210.625000 Penalty: 938.393311
	Iteration 4F: 3 clusters Score -977210.6 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -978240.437500 Penalty: 938.393311
	Iteration 5F: 3 clusters Score -978240.4 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -979031.812500 Penalty: 938.393311
	Iteration 6F: 3 clusters Score -979031.8 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -979609.875000 Penalty: 938.393311
	Iteration 7Q: 3 clusters Score -979609.9 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -980014.062500 Penalty: 938.393311
	Iteration 8Q: 3 clusters Score -980014.1 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -980274.062500 Penalty: 938.393311
	Iteration 9Q: 3 clusters Score -980274.1 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -980499.875000 Penalty: 938.393311
	Iteration 10Q: 3 clusters Score -980499.9 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -980715.375000 Penalty: 938.393311
	Iteration 11Q: 3 clusters Score -980715.4 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -980972.312500 Penalty: 938.393311
	Iteration 12Q: 3 clusters Score -980972.3 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -981268.000000 Penalty: 938.393311
	Iteration 13Q: 3 clusters Score -981268 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -981577.500000 Penalty: 938.393311
	Iteration 14Q: 3 clusters Score -981577.5 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -981921.937500 Penalty: 938.393311
	Iteration 15Q: 3 clusters Score -981921.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -982266.062500 Penalty: 938.393311
	Iteration 16Q: 3 clusters Score -982266.1 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 25416 members 
Entering Unmasked Estep 
Score: -982612.187500 Penalty: 938.393311
	Iteration 17Q: 3 clusters Score -982612.2 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 26025 members 
Entering Unmasked Estep 
Score: -982933.187500 Penalty: 938.393311
	Iteration 18Q: 3 clusters Score -982933.2 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 26595 members 
Entering Unmasked Estep 
Score: -983243.562500 Penalty: 938.393311
	Iteration 19Q: 3 clusters Score -983243.6 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 27104 members 
Entering Unmasked Estep 
Score: -983524.812500 Penalty: 938.393311
	Iteration 20F: 3 clusters Score -983524.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -983773.625000 Penalty: 938.393311
	Iteration 21Q: 3 clusters Score -983773.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -983978.937500 Penalty: 938.393311
	Iteration 22Q: 3 clusters Score -983978.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -984160.687500 Penalty: 938.393311
	Iteration 23Q: 3 clusters Score -984160.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -984312.687500 Penalty: 938.393311
	Iteration 24Q: 3 clusters Score -984312.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -984444.375000 Penalty: 938.393311
	Iteration 25Q: 3 clusters Score -984444.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -984565.250000 Penalty: 938.393311
	Iteration 26Q: 3 clusters Score -984565.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 29214 members 
Entering Unmasked Estep 
Score: -984641.375000 Penalty: 938.393311
	Iteration 27Q: 3 clusters Score -984641.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -984722.625000 Penalty: 938.393311
	Iteration 28Q: 3 clusters Score -984722.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 29491 members 
Entering Unmasked Estep 
Score: -984789.062500 Penalty: 938.393311
	Iteration 29Q: 3 clusters Score -984789.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 29597 members 
Entering Unmasked Estep 
Score: -984858.562500 Penalty: 938.393311
	Iteration 30Q: 3 clusters Score -984858.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -984906.500000 Penalty: 938.393311
	Iteration 31Q: 3 clusters Score -984906.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 29730 members 
Entering Unmasked Estep 
Score: -984929.562500 Penalty: 938.393311
	Iteration 32Q: 3 clusters Score -984929.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -984955.062500 Penalty: 938.393311
	Iteration 33Q: 3 clusters Score -984955.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 29807 members 
Entering Unmasked Estep 
Score: -984971.125000 Penalty: 938.393311
	Iteration 34Q: 3 clusters Score -984971.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -984977.187500 Penalty: 938.393311
	Iteration 35Q: 3 clusters Score -984977.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 29845 members 
Entering Unmasked Estep 
Score: -984985.875000 Penalty: 938.393311
	Iteration 36Q: 3 clusters Score -984985.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -984996.562500 Penalty: 938.393311
	Iteration 37Q: 3 clusters Score -984996.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -984999.562500 Penalty: 938.393311
	Iteration 38Q: 3 clusters Score -984999.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -985002.062500 Penalty: 938.393311
	Iteration 39Q: 3 clusters Score -985002.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 29880 members 
Entering Unmasked Estep 
Score: -985008.937500 Penalty: 938.393311
	Iteration 40F: 3 clusters Score -985008.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -985013.562500 Penalty: 938.393311
	Iteration 41Q: 3 clusters Score -985013.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -985018.562500 Penalty: 938.393311
	Iteration 42Q: 3 clusters Score -985018.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 29900 members 
Entering Unmasked Estep 
Score: -985019.687500 Penalty: 938.393311
	Iteration 43Q: 3 clusters Score -985019.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -985024.750000 Penalty: 938.393311
	Iteration 44Q: 3 clusters Score -985024.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -985027.875000 Penalty: 938.393311
	Iteration 45Q: 3 clusters Score -985027.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -985028.625000 Penalty: 938.393311
	Iteration 46Q: 3 clusters Score -985028.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -985030.562500 Penalty: 938.393311
	Iteration 47Q: 3 clusters Score -985030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -985031.000000 Penalty: 938.393311
	Iteration 48Q: 3 clusters Score -985031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 29916 members 
Entering Unmasked Estep 
Score: -985031.250000 Penalty: 938.393311
	Iteration 49Q: 3 clusters Score -985031.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -985033.187500 Penalty: 938.393311
	Iteration 50Q: 3 clusters Score -985033.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -985033.375000 Penalty: 938.393311
	Iteration 51Q: 3 clusters Score -985033.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -985034.312500 Penalty: 938.393311
	Iteration 52Q: 3 clusters Score -985034.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 29923 members 
Entering Unmasked Estep 
Score: -985034.312500 Penalty: 938.393311
	Iteration 53F: 3 clusters Score -985034.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Entering Unmasked Estep 
Score: -145924.187500 Penalty: 386.955322
	Iteration 0F: 2 clusters Score -145924.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -142566.437500 Penalty: 773.910645
	Iteration 0F: 3 clusters Score -142566.4 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -143937.656250 Penalty: 773.910645
	Iteration 1F: 3 clusters Score -143937.7 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -144157.437500 Penalty: 773.910645
	Iteration 2F: 3 clusters Score -144157.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -144370.140625 Penalty: 773.910645
	Iteration 3F: 3 clusters Score -144370.1 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -144554.718750 Penalty: 773.910645
	Iteration 4F: 3 clusters Score -144554.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -144677.218750 Penalty: 773.910645
	Iteration 5Q: 3 clusters Score -144677.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -144827.078125 Penalty: 773.910645
	Iteration 6Q: 3 clusters Score -144827.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -144974.265625 Penalty: 773.910645
	Iteration 7Q: 3 clusters Score -144974.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -145112.468750 Penalty: 773.910645
	Iteration 8Q: 3 clusters Score -145112.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -145220.359375 Penalty: 773.910645
	Iteration 9Q: 3 clusters Score -145220.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -145307.640625 Penalty: 773.910645
	Iteration 10Q: 3 clusters Score -145307.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -145357.875000 Penalty: 773.910645
	Iteration 11Q: 3 clusters Score -145357.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -145382.375000 Penalty: 773.910645
	Iteration 12Q: 3 clusters Score -145382.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -145402.593750 Penalty: 773.910645
	Iteration 13Q: 3 clusters Score -145402.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -145418.062500 Penalty: 773.910645
	Iteration 14Q: 3 clusters Score -145418.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -145434.406250 Penalty: 773.910645
	Iteration 15Q: 3 clusters Score -145434.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -145450.406250 Penalty: 773.910645
	Iteration 16Q: 3 clusters Score -145450.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -145461.843750 Penalty: 773.910645
	Iteration 17Q: 3 clusters Score -145461.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -145472.359375 Penalty: 773.910645
	Iteration 18Q: 3 clusters Score -145472.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -145479.718750 Penalty: 773.910645
	Iteration 19Q: 3 clusters Score -145479.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -145485.687500 Penalty: 773.910645
	Iteration 20F: 3 clusters Score -145485.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -145491.562500 Penalty: 773.910645
	Iteration 21Q: 3 clusters Score -145491.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -145499.078125 Penalty: 773.910645
	Iteration 22Q: 3 clusters Score -145499.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -145506.328125 Penalty: 773.910645
	Iteration 23Q: 3 clusters Score -145506.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -145510.687500 Penalty: 773.910645
	Iteration 24Q: 3 clusters Score -145510.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -145515.390625 Penalty: 773.910645
	Iteration 25Q: 3 clusters Score -145515.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -145519.187500 Penalty: 773.910645
	Iteration 26Q: 3 clusters Score -145519.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -145522.921875 Penalty: 773.910645
	Iteration 27Q: 3 clusters Score -145522.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -145526.578125 Penalty: 773.910645
	Iteration 28Q: 3 clusters Score -145526.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -145532.093750 Penalty: 773.910645
	Iteration 29Q: 3 clusters Score -145532.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -145539.437500 Penalty: 773.910645
	Iteration 30Q: 3 clusters Score -145539.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -145548.125000 Penalty: 773.910645
	Iteration 31Q: 3 clusters Score -145548.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -145556.828125 Penalty: 773.910645
	Iteration 32Q: 3 clusters Score -145556.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -145565.453125 Penalty: 773.910645
	Iteration 33Q: 3 clusters Score -145565.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -145572.375000 Penalty: 773.910645
	Iteration 34Q: 3 clusters Score -145572.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -145576.453125 Penalty: 773.910645
	Iteration 35Q: 3 clusters Score -145576.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -145580.593750 Penalty: 773.910645
	Iteration 36Q: 3 clusters Score -145580.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -145590.750000 Penalty: 773.910645
	Iteration 37Q: 3 clusters Score -145590.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -145605.609375 Penalty: 773.910645
	Iteration 38Q: 3 clusters Score -145605.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -145624.781250 Penalty: 773.910645
	Iteration 39Q: 3 clusters Score -145624.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -145645.234375 Penalty: 773.910645
	Iteration 40F: 3 clusters Score -145645.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -145661.031250 Penalty: 773.910645
	Iteration 41Q: 3 clusters Score -145661 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -145666.468750 Penalty: 773.910645
	Iteration 42Q: 3 clusters Score -145666.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -145672.921875 Penalty: 773.910645
	Iteration 43Q: 3 clusters Score -145672.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -145675.093750 Penalty: 773.910645
	Iteration 44Q: 3 clusters Score -145675.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -145675.859375 Penalty: 773.910645
	Iteration 45Q: 3 clusters Score -145675.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -145678.218750 Penalty: 773.910645
	Iteration 46Q: 3 clusters Score -145678.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -145680.593750 Penalty: 773.910645
	Iteration 47Q: 3 clusters Score -145680.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -145681.812500 Penalty: 773.910645
	Iteration 48Q: 3 clusters Score -145681.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -145682.890625 Penalty: 773.910645
	Iteration 49Q: 3 clusters Score -145682.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -145683.468750 Penalty: 773.910645
	Iteration 50Q: 3 clusters Score -145683.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -145683.515625 Penalty: 773.910645
	Iteration 51Q: 3 clusters Score -145683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -145683.515625 Penalty: 773.910645
	Iteration 52F: 3 clusters Score -145683.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Entering Unmasked Estep 
Score: -674842.312500 Penalty: 454.280731
	Iteration 0F: 2 clusters Score -674842.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -660210.000000 Penalty: 908.561462
	Iteration 0F: 3 clusters Score -660210 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -666197.625000 Penalty: 908.561462
	Iteration 1F: 3 clusters Score -666197.6 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -666521.625000 Penalty: 908.561462
	Iteration 2Q: 3 clusters Score -666521.6 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -666893.750000 Penalty: 908.561462
	Iteration 3Q: 3 clusters Score -666893.8 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -667319.312500 Penalty: 908.561462
	Iteration 4Q: 3 clusters Score -667319.3 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -667859.687500 Penalty: 908.561462
	Iteration 5F: 3 clusters Score -667859.7 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11495 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -668503.375000 Penalty: 908.561462
	Iteration 6F: 3 clusters Score -668503.4 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -669294.500000 Penalty: 908.561462
	Iteration 7F: 3 clusters Score -669294.5 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -670021.687500 Penalty: 908.561462
	Iteration 8F: 3 clusters Score -670021.7 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -670460.062500 Penalty: 908.561462
	Iteration 9Q: 3 clusters Score -670460.1 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -670628.125000 Penalty: 908.561462
	Iteration 10Q: 3 clusters Score -670628.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -670690.437500 Penalty: 908.561462
	Iteration 11Q: 3 clusters Score -670690.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -670727.000000 Penalty: 908.561462
	Iteration 12Q: 3 clusters Score -670727 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -670763.500000 Penalty: 908.561462
	Iteration 13Q: 3 clusters Score -670763.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -670809.687500 Penalty: 908.561462
	Iteration 14Q: 3 clusters Score -670809.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -670866.500000 Penalty: 908.561462
	Iteration 15Q: 3 clusters Score -670866.5 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -670920.875000 Penalty: 908.561462
	Iteration 16Q: 3 clusters Score -670920.9 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -670975.812500 Penalty: 908.561462
	Iteration 17Q: 3 clusters Score -670975.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -671040.375000 Penalty: 908.561462
	Iteration 18Q: 3 clusters Score -671040.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -671121.125000 Penalty: 908.561462
	Iteration 19Q: 3 clusters Score -671121.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -671193.437500 Penalty: 908.561462
	Iteration 20F: 3 clusters Score -671193.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -671264.750000 Penalty: 908.561462
	Iteration 21Q: 3 clusters Score -671264.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -671338.375000 Penalty: 908.561462
	Iteration 22Q: 3 clusters Score -671338.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -671426.437500 Penalty: 908.561462
	Iteration 23Q: 3 clusters Score -671426.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -671531.312500 Penalty: 908.561462
	Iteration 24Q: 3 clusters Score -671531.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -671641.437500 Penalty: 908.561462
	Iteration 25Q: 3 clusters Score -671641.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -671769.562500 Penalty: 908.561462
	Iteration 26Q: 3 clusters Score -671769.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -671898.750000 Penalty: 908.561462
	Iteration 27Q: 3 clusters Score -671898.8 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -672045.125000 Penalty: 908.561462
	Iteration 28Q: 3 clusters Score -672045.1 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -672201.937500 Penalty: 908.561462
	Iteration 29Q: 3 clusters Score -672201.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -672380.437500 Penalty: 908.561462
	Iteration 30Q: 3 clusters Score -672380.4 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -672580.937500 Penalty: 908.561462
	Iteration 31Q: 3 clusters Score -672580.9 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -672757.937500 Penalty: 908.561462
	Iteration 32Q: 3 clusters Score -672757.9 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -672931.875000 Penalty: 908.561462
	Iteration 33Q: 3 clusters Score -672931.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -673095.062500 Penalty: 908.561462
	Iteration 34Q: 3 clusters Score -673095.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -673241.437500 Penalty: 908.561462
	Iteration 35Q: 3 clusters Score -673241.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -673371.375000 Penalty: 908.561462
	Iteration 36Q: 3 clusters Score -673371.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -673471.312500 Penalty: 908.561462
	Iteration 37Q: 3 clusters Score -673471.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -673558.375000 Penalty: 908.561462
	Iteration 38Q: 3 clusters Score -673558.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -673628.812500 Penalty: 908.561462
	Iteration 39Q: 3 clusters Score -673628.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -673699.125000 Penalty: 908.561462
	Iteration 40F: 3 clusters Score -673699.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -673755.125000 Penalty: 908.561462
	Iteration 41Q: 3 clusters Score -673755.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -673822.000000 Penalty: 908.561462
	Iteration 42Q: 3 clusters Score -673822 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -673883.375000 Penalty: 908.561462
	Iteration 43Q: 3 clusters Score -673883.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18939 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -673950.437500 Penalty: 908.561462
	Iteration 44Q: 3 clusters Score -673950.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -674019.375000 Penalty: 908.561462
	Iteration 45Q: 3 clusters Score -674019.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -674082.437500 Penalty: 908.561462
	Iteration 46Q: 3 clusters Score -674082.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -674149.687500 Penalty: 908.561462
	Iteration 47Q: 3 clusters Score -674149.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -674199.375000 Penalty: 908.561462
	Iteration 48Q: 3 clusters Score -674199.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -674230.437500 Penalty: 908.561462
	Iteration 49Q: 3 clusters Score -674230.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -674254.125000 Penalty: 908.561462
	Iteration 50Q: 3 clusters Score -674254.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -674273.250000 Penalty: 908.561462
	Iteration 51Q: 3 clusters Score -674273.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -674294.437500 Penalty: 908.561462
	Iteration 52Q: 3 clusters Score -674294.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -674317.187500 Penalty: 908.561462
	Iteration 53Q: 3 clusters Score -674317.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -674341.500000 Penalty: 908.561462
	Iteration 54Q: 3 clusters Score -674341.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -674358.875000 Penalty: 908.561462
	Iteration 55Q: 3 clusters Score -674358.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -674379.250000 Penalty: 908.561462
	Iteration 56Q: 3 clusters Score -674379.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -674400.312500 Penalty: 908.561462
	Iteration 57Q: 3 clusters Score -674400.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -674414.062500 Penalty: 908.561462
	Iteration 58Q: 3 clusters Score -674414.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -674431.250000 Penalty: 908.561462
	Iteration 59Q: 3 clusters Score -674431.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -674444.375000 Penalty: 908.561462
	Iteration 60F: 3 clusters Score -674444.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -674453.312500 Penalty: 908.561462
	Iteration 61Q: 3 clusters Score -674453.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -674462.500000 Penalty: 908.561462
	Iteration 62Q: 3 clusters Score -674462.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -674475.625000 Penalty: 908.561462
	Iteration 63Q: 3 clusters Score -674475.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -674480.937500 Penalty: 908.561462
	Iteration 64Q: 3 clusters Score -674480.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -674486.125000 Penalty: 908.561462
	Iteration 65Q: 3 clusters Score -674486.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -674493.687500 Penalty: 908.561462
	Iteration 66Q: 3 clusters Score -674493.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -674500.875000 Penalty: 908.561462
	Iteration 67Q: 3 clusters Score -674500.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -674512.187500 Penalty: 908.561462
	Iteration 68Q: 3 clusters Score -674512.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -674519.187500 Penalty: 908.561462
	Iteration 69Q: 3 clusters Score -674519.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -674523.687500 Penalty: 908.561462
	Iteration 70Q: 3 clusters Score -674523.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -674527.187500 Penalty: 908.561462
	Iteration 71Q: 3 clusters Score -674527.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -674528.812500 Penalty: 908.561462
	Iteration 72Q: 3 clusters Score -674528.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -674530.937500 Penalty: 908.561462
	Iteration 73Q: 3 clusters Score -674530.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -674531.500000 Penalty: 908.561462
	Iteration 74Q: 3 clusters Score -674531.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -674531.625000 Penalty: 908.561462
	Iteration 75Q: 3 clusters Score -674531.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -674532.750000 Penalty: 908.561462
	Iteration 76Q: 3 clusters Score -674532.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20538 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -674533.187500 Penalty: 908.561462
	Iteration 77Q: 3 clusters Score -674533.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -674535.000000 Penalty: 908.561462
	Iteration 78Q: 3 clusters Score -674535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -674537.125000 Penalty: 908.561462
	Iteration 79Q: 3 clusters Score -674537.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -674539.187500 Penalty: 908.561462
	Iteration 80F: 3 clusters Score -674539.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -674540.312500 Penalty: 908.561462
	Iteration 81Q: 3 clusters Score -674540.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -674541.500000 Penalty: 908.561462
	Iteration 82Q: 3 clusters Score -674541.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -674542.187500 Penalty: 908.561462
	Iteration 83Q: 3 clusters Score -674542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -674542.000000 Penalty: 908.561462
	Iteration 84Q: 3 clusters Score -674542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -674542.375000 Penalty: 908.561462
	Iteration 85Q: 3 clusters Score -674542.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -674542.125000 Penalty: 908.561462
	Iteration 86Q: 3 clusters Score -674542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -674542.437500 Penalty: 908.561462
	Iteration 87Q: 3 clusters Score -674542.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -674543.000000 Penalty: 908.561462
	Iteration 88Q: 3 clusters Score -674543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -674543.125000 Penalty: 908.561462
	Iteration 89Q: 3 clusters Score -674543.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -674542.562500 Penalty: 908.561462
	Iteration 90Q: 3 clusters Score -674542.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -674542.625000 Penalty: 908.561462
	Iteration 91Q: 3 clusters Score -674542.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -674542.187500 Penalty: 908.561462
	Iteration 92Q: 3 clusters Score -674542.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -674543.437500 Penalty: 908.561462
	Iteration 93Q: 3 clusters Score -674543.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -674544.312500 Penalty: 908.561462
	Iteration 94Q: 3 clusters Score -674544.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -674545.125000 Penalty: 908.561462
	Iteration 95Q: 3 clusters Score -674545.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -674545.875000 Penalty: 908.561462
	Iteration 96Q: 3 clusters Score -674545.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -674547.250000 Penalty: 908.561462
	Iteration 97Q: 3 clusters Score -674547.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -674546.812500 Penalty: 908.561462
	Iteration 98Q: 3 clusters Score -674546.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -674546.812500 Penalty: 908.561462
	Iteration 99F: 3 clusters Score -674546.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Entering Unmasked Estep 
Score: -142989.750000 Penalty: 386.398987
	Iteration 0F: 2 clusters Score -142989.8 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 2434 members 
Entering Unmasked Estep 
Score: -139696.421875 Penalty: 772.797974
	Iteration 0F: 3 clusters Score -139696.4 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -140994.328125 Penalty: 772.797974
	Iteration 1F: 3 clusters Score -140994.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -141154.546875 Penalty: 772.797974
	Iteration 2F: 3 clusters Score -141154.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -141296.968750 Penalty: 772.797974
	Iteration 3F: 3 clusters Score -141297 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -141451.484375 Penalty: 772.797974
	Iteration 4F: 3 clusters Score -141451.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -141643.218750 Penalty: 772.797974
	Iteration 5F: 3 clusters Score -141643.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -141819.750000 Penalty: 772.797974
	Iteration 6F: 3 clusters Score -141819.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -141967.812500 Penalty: 772.797974
	Iteration 7F: 3 clusters Score -141967.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -142075.000000 Penalty: 772.797974
	Iteration 8Q: 3 clusters Score -142075 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -142142.796875 Penalty: 772.797974
	Iteration 9Q: 3 clusters Score -142142.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -142188.718750 Penalty: 772.797974
	Iteration 10Q: 3 clusters Score -142188.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -142232.750000 Penalty: 772.797974
	Iteration 11Q: 3 clusters Score -142232.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -142273.531250 Penalty: 772.797974
	Iteration 12Q: 3 clusters Score -142273.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -142310.406250 Penalty: 772.797974
	Iteration 13Q: 3 clusters Score -142310.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -142369.765625 Penalty: 772.797974
	Iteration 14Q: 3 clusters Score -142369.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -142423.265625 Penalty: 772.797974
	Iteration 15Q: 3 clusters Score -142423.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -142459.765625 Penalty: 772.797974
	Iteration 16Q: 3 clusters Score -142459.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -142490.515625 Penalty: 772.797974
	Iteration 17Q: 3 clusters Score -142490.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -142523.359375 Penalty: 772.797974
	Iteration 18Q: 3 clusters Score -142523.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -142557.453125 Penalty: 772.797974
	Iteration 19Q: 3 clusters Score -142557.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -142593.078125 Penalty: 772.797974
	Iteration 20F: 3 clusters Score -142593.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -142626.890625 Penalty: 772.797974
	Iteration 21Q: 3 clusters Score -142626.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -142652.921875 Penalty: 772.797974
	Iteration 22Q: 3 clusters Score -142652.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -142673.500000 Penalty: 772.797974
	Iteration 23Q: 3 clusters Score -142673.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -142691.015625 Penalty: 772.797974
	Iteration 24Q: 3 clusters Score -142691 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -142708.906250 Penalty: 772.797974
	Iteration 25Q: 3 clusters Score -142708.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -142724.250000 Penalty: 772.797974
	Iteration 26Q: 3 clusters Score -142724.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -142740.312500 Penalty: 772.797974
	Iteration 27Q: 3 clusters Score -142740.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -142757.593750 Penalty: 772.797974
	Iteration 28Q: 3 clusters Score -142757.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -142772.812500 Penalty: 772.797974
	Iteration 29Q: 3 clusters Score -142772.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -142794.406250 Penalty: 772.797974
	Iteration 30Q: 3 clusters Score -142794.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -142814.343750 Penalty: 772.797974
	Iteration 31Q: 3 clusters Score -142814.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -142821.875000 Penalty: 772.797974
	Iteration 32Q: 3 clusters Score -142821.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -142824.500000 Penalty: 772.797974
	Iteration 33Q: 3 clusters Score -142824.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -142826.109375 Penalty: 772.797974
	Iteration 34Q: 3 clusters Score -142826.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -142827.890625 Penalty: 772.797974
	Iteration 35Q: 3 clusters Score -142827.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -142828.359375 Penalty: 772.797974
	Iteration 36Q: 3 clusters Score -142828.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -142828.843750 Penalty: 772.797974
	Iteration 37Q: 3 clusters Score -142828.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -142828.953125 Penalty: 772.797974
	Iteration 38Q: 3 clusters Score -142829 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -142828.953125 Penalty: 772.797974
	Iteration 39F: 3 clusters Score -142829 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Entering Unmasked Estep 
Score: -67076.859375 Penalty: 346.540894
	Iteration 0F: 2 clusters Score -67076.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -65613.562500 Penalty: 693.081787
	Iteration 0F: 3 clusters Score -65613.56 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -66055.171875 Penalty: 693.081787
	Iteration 1F: 3 clusters Score -66055.17 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -66131.468750 Penalty: 693.081787
	Iteration 2F: 3 clusters Score -66131.47 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -66193.679688 Penalty: 693.081787
	Iteration 3F: 3 clusters Score -66193.68 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -66261.500000 Penalty: 693.081787
	Iteration 4F: 3 clusters Score -66261.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -66327.226562 Penalty: 693.081787
	Iteration 5Q: 3 clusters Score -66327.23 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -66388.234375 Penalty: 693.081787
	Iteration 6Q: 3 clusters Score -66388.23 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -66460.000000 Penalty: 693.081787
	Iteration 7Q: 3 clusters Score -66460 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -66538.671875 Penalty: 693.081787
	Iteration 8Q: 3 clusters Score -66538.67 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -66598.664062 Penalty: 693.081787
	Iteration 9Q: 3 clusters Score -66598.66 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -66641.335938 Penalty: 693.081787
	Iteration 10Q: 3 clusters Score -66641.34 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -66681.609375 Penalty: 693.081787
	Iteration 11Q: 3 clusters Score -66681.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -66709.179688 Penalty: 693.081787
	Iteration 12Q: 3 clusters Score -66709.18 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -66721.093750 Penalty: 693.081787
	Iteration 13Q: 3 clusters Score -66721.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -66728.664062 Penalty: 693.081787
	Iteration 14Q: 3 clusters Score -66728.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -66734.601562 Penalty: 693.081787
	Iteration 15Q: 3 clusters Score -66734.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -66739.992188 Penalty: 693.081787
	Iteration 16Q: 3 clusters Score -66739.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -66744.796875 Penalty: 693.081787
	Iteration 17Q: 3 clusters Score -66744.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -66747.789062 Penalty: 693.081787
	Iteration 18Q: 3 clusters Score -66747.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -66749.406250 Penalty: 693.081787
	Iteration 19Q: 3 clusters Score -66749.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -66750.367188 Penalty: 693.081787
	Iteration 20F: 3 clusters Score -66750.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -66750.554688 Penalty: 693.081787
	Iteration 21Q: 3 clusters Score -66750.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -66751.406250 Penalty: 693.081787
	Iteration 22Q: 3 clusters Score -66751.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -66752.335938 Penalty: 693.081787
	Iteration 23Q: 3 clusters Score -66752.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -66753.757812 Penalty: 693.081787
	Iteration 24Q: 3 clusters Score -66753.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -66754.570312 Penalty: 693.081787
	Iteration 25Q: 3 clusters Score -66754.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -66754.968750 Penalty: 693.081787
	Iteration 26Q: 3 clusters Score -66754.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -66754.968750 Penalty: 693.081787
	Iteration 27F: 3 clusters Score -66754.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Entering Unmasked Estep 
Score: -88141.085938 Penalty: 359.310059
	Iteration 0F: 2 clusters Score -88141.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -86272.851562 Penalty: 718.620117
	Iteration 0F: 3 clusters Score -86272.85 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -86918.328125 Penalty: 718.620117
	Iteration 1F: 3 clusters Score -86918.33 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -87020.492188 Penalty: 718.620117
	Iteration 2F: 3 clusters Score -87020.49 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -87112.835938 Penalty: 718.620117
	Iteration 3F: 3 clusters Score -87112.84 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -87196.757812 Penalty: 718.620117
	Iteration 4F: 3 clusters Score -87196.76 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -87269.460938 Penalty: 718.620117
	Iteration 5Q: 3 clusters Score -87269.46 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -87340.101562 Penalty: 718.620117
	Iteration 6Q: 3 clusters Score -87340.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -87396.960938 Penalty: 718.620117
	Iteration 7Q: 3 clusters Score -87396.96 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -87453.218750 Penalty: 718.620117
	Iteration 8Q: 3 clusters Score -87453.22 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -87507.953125 Penalty: 718.620117
	Iteration 9Q: 3 clusters Score -87507.95 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -87542.781250 Penalty: 718.620117
	Iteration 10Q: 3 clusters Score -87542.78 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -87578.085938 Penalty: 718.620117
	Iteration 11Q: 3 clusters Score -87578.09 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -87606.937500 Penalty: 718.620117
	Iteration 12Q: 3 clusters Score -87606.94 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -87621.492188 Penalty: 718.620117
	Iteration 13Q: 3 clusters Score -87621.49 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -87635.750000 Penalty: 718.620117
	Iteration 14Q: 3 clusters Score -87635.75 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -87650.109375 Penalty: 718.620117
	Iteration 15Q: 3 clusters Score -87650.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -87668.789062 Penalty: 718.620117
	Iteration 16Q: 3 clusters Score -87668.79 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -87686.664062 Penalty: 718.620117
	Iteration 17Q: 3 clusters Score -87686.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -87697.398438 Penalty: 718.620117
	Iteration 18Q: 3 clusters Score -87697.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -87707.468750 Penalty: 718.620117
	Iteration 19Q: 3 clusters Score -87707.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -87716.804688 Penalty: 718.620117
	Iteration 20F: 3 clusters Score -87716.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -87724.453125 Penalty: 718.620117
	Iteration 21Q: 3 clusters Score -87724.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -87728.375000 Penalty: 718.620117
	Iteration 22Q: 3 clusters Score -87728.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -87733.578125 Penalty: 718.620117
	Iteration 23Q: 3 clusters Score -87733.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -87739.796875 Penalty: 718.620117
	Iteration 24Q: 3 clusters Score -87739.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -87744.343750 Penalty: 718.620117
	Iteration 25Q: 3 clusters Score -87744.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -87748.789062 Penalty: 718.620117
	Iteration 26Q: 3 clusters Score -87748.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -87751.742188 Penalty: 718.620117
	Iteration 27Q: 3 clusters Score -87751.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -87753.765625 Penalty: 718.620117
	Iteration 28Q: 3 clusters Score -87753.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -87758.304688 Penalty: 718.620117
	Iteration 29Q: 3 clusters Score -87758.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -87762.265625 Penalty: 718.620117
	Iteration 30Q: 3 clusters Score -87762.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -87766.453125 Penalty: 718.620117
	Iteration 31Q: 3 clusters Score -87766.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -87769.382812 Penalty: 718.620117
	Iteration 32Q: 3 clusters Score -87769.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -87770.203125 Penalty: 718.620117
	Iteration 33Q: 3 clusters Score -87770.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -87772.085938 Penalty: 718.620117
	Iteration 34Q: 3 clusters Score -87772.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -87773.085938 Penalty: 718.620117
	Iteration 35Q: 3 clusters Score -87773.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -87776.898438 Penalty: 718.620117
	Iteration 36Q: 3 clusters Score -87776.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -87779.898438 Penalty: 718.620117
	Iteration 37Q: 3 clusters Score -87779.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -87783.492188 Penalty: 718.620117
	Iteration 38Q: 3 clusters Score -87783.49 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -87788.000000 Penalty: 718.620117
	Iteration 39Q: 3 clusters Score -87788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -87792.929688 Penalty: 718.620117
	Iteration 40F: 3 clusters Score -87792.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -87798.164062 Penalty: 718.620117
	Iteration 41Q: 3 clusters Score -87798.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -87799.640625 Penalty: 718.620117
	Iteration 42Q: 3 clusters Score -87799.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -87800.820312 Penalty: 718.620117
	Iteration 43Q: 3 clusters Score -87800.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -87801.820312 Penalty: 718.620117
	Iteration 44Q: 3 clusters Score -87801.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -87801.820312 Penalty: 718.620117
	Iteration 45F: 3 clusters Score -87801.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121058 members 
Entering Unmasked Estep 
Score: -3985457.750000 Penalty: 532.533142
	Iteration 0F: 2 clusters Score -3985458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60517 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -3903268.250000 Penalty: 1065.066284
	Iteration 0F: 3 clusters Score -3903268 nChanged 59632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57461 members 
Mstep: Class 2 contains 63597 members 
Entering Unmasked Estep 
Score: -3941785.500000 Penalty: 1065.066284
	Iteration 1F: 3 clusters Score -3941786 nChanged 6239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55324 members 
Mstep: Class 2 contains 65734 members 
Entering Unmasked Estep 
Score: -3944266.750000 Penalty: 1065.066284
	Iteration 2F: 3 clusters Score -3944267 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 68194 members 
Entering Unmasked Estep 
Score: -3947143.750000 Penalty: 1065.066284
	Iteration 3F: 3 clusters Score -3947144 nChanged 6525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50289 members 
Mstep: Class 2 contains 70769 members 
Entering Unmasked Estep 
Score: -3950244.500000 Penalty: 1065.066284
	Iteration 4F: 3 clusters Score -3950244 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48004 members 
Mstep: Class 2 contains 73054 members 
Entering Unmasked Estep 
Score: -3953611.500000 Penalty: 1065.066284
	Iteration 5F: 3 clusters Score -3953612 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46011 members 
Mstep: Class 2 contains 75047 members 
Entering Unmasked Estep 
Score: -3957362.500000 Penalty: 1065.066284
	Iteration 6F: 3 clusters Score -3957362 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44278 members 
Mstep: Class 2 contains 76780 members 
Entering Unmasked Estep 
Score: -3961047.250000 Penalty: 1065.066284
	Iteration 7Q: 3 clusters Score -3961047 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 78295 members 
Entering Unmasked Estep 
Score: -3963673.500000 Penalty: 1065.066284
	Iteration 8Q: 3 clusters Score -3963674 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41152 members 
Mstep: Class 2 contains 79906 members 
Entering Unmasked Estep 
Score: -3964946.000000 Penalty: 1065.066284
	Iteration 9Q: 3 clusters Score -3964946 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39294 members 
Mstep: Class 2 contains 81764 members 
Entering Unmasked Estep 
Score: -3965679.250000 Penalty: 1065.066284
	Iteration 10Q: 3 clusters Score -3965679 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 83839 members 
Entering Unmasked Estep 
Score: -3966274.250000 Penalty: 1065.066284
	Iteration 11Q: 3 clusters Score -3966274 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 86077 members 
Entering Unmasked Estep 
Score: -3966941.750000 Penalty: 1065.066284
	Iteration 12Q: 3 clusters Score -3966942 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 88503 members 
Entering Unmasked Estep 
Score: -3967701.750000 Penalty: 1065.066284
	Iteration 13Q: 3 clusters Score -3967702 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 91023 members 
Entering Unmasked Estep 
Score: -3968544.000000 Penalty: 1065.066284
	Iteration 14Q: 3 clusters Score -3968544 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 93607 members 
Entering Unmasked Estep 
Score: -3969464.250000 Penalty: 1065.066284
	Iteration 15Q: 3 clusters Score -3969464 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 96313 members 
Entering Unmasked Estep 
Score: -3970584.750000 Penalty: 1065.066284
	Iteration 16Q: 3 clusters Score -3970585 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 99029 members 
Entering Unmasked Estep 
Score: -3971719.000000 Penalty: 1065.066284
	Iteration 17Q: 3 clusters Score -3971719 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 101795 members 
Entering Unmasked Estep 
Score: -3973055.500000 Penalty: 1065.066284
	Iteration 18Q: 3 clusters Score -3973056 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 104525 members 
Entering Unmasked Estep 
Score: -3974529.500000 Penalty: 1065.066284
	Iteration 19Q: 3 clusters Score -3974530 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 107192 members 
Entering Unmasked Estep 
Score: -3976061.000000 Penalty: 1065.066284
	Iteration 20F: 3 clusters Score -3976061 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11414 members 
Mstep: Class 2 contains 109644 members 
Entering Unmasked Estep 
Score: -3977528.000000 Penalty: 1065.066284
	Iteration 21Q: 3 clusters Score -3977528 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 111838 members 
Entering Unmasked Estep 
Score: -3978988.750000 Penalty: 1065.066284
	Iteration 22Q: 3 clusters Score -3978989 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 113741 members 
Entering Unmasked Estep 
Score: -3980310.250000 Penalty: 1065.066284
	Iteration 23Q: 3 clusters Score -3980310 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 115320 members 
Entering Unmasked Estep 
Score: -3981440.500000 Penalty: 1065.066284
	Iteration 24Q: 3 clusters Score -3981440 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 116563 members 
Entering Unmasked Estep 
Score: -3982360.000000 Penalty: 1065.066284
	Iteration 25Q: 3 clusters Score -3982360 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 117520 members 
Entering Unmasked Estep 
Score: -3983070.000000 Penalty: 1065.066284
	Iteration 26Q: 3 clusters Score -3983070 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 118223 members 
Entering Unmasked Estep 
Score: -3983511.500000 Penalty: 1065.066284
	Iteration 27Q: 3 clusters Score -3983512 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 118752 members 
Entering Unmasked Estep 
Score: -3983824.500000 Penalty: 1065.066284
	Iteration 28Q: 3 clusters Score -3983824 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 119158 members 
Entering Unmasked Estep 
Score: -3984101.750000 Penalty: 1065.066284
	Iteration 29Q: 3 clusters Score -3984102 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 119514 members 
Entering Unmasked Estep 
Score: -3984313.750000 Penalty: 1065.066284
	Iteration 30Q: 3 clusters Score -3984314 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 119782 members 
Entering Unmasked Estep 
Score: -3984462.500000 Penalty: 1065.066284
	Iteration 31Q: 3 clusters Score -3984462 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 119995 members 
Entering Unmasked Estep 
Score: -3984567.250000 Penalty: 1065.066284
	Iteration 32Q: 3 clusters Score -3984567 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 120168 members 
Entering Unmasked Estep 
Score: -3984659.750000 Penalty: 1065.066284
	Iteration 33Q: 3 clusters Score -3984660 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 120298 members 
Entering Unmasked Estep 
Score: -3984733.000000 Penalty: 1065.066284
	Iteration 34Q: 3 clusters Score -3984733 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 120422 members 
Entering Unmasked Estep 
Score: -3984798.000000 Penalty: 1065.066284
	Iteration 35Q: 3 clusters Score -3984798 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 120514 members 
Entering Unmasked Estep 
Score: -3984831.750000 Penalty: 1065.066284
	Iteration 36Q: 3 clusters Score -3984832 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 120579 members 
Entering Unmasked Estep 
Score: -3984855.750000 Penalty: 1065.066284
	Iteration 37Q: 3 clusters Score -3984856 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 120628 members 
Entering Unmasked Estep 
Score: -3984883.250000 Penalty: 1065.066284
	Iteration 38Q: 3 clusters Score -3984883 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 120679 members 
Entering Unmasked Estep 
Score: -3984908.250000 Penalty: 1065.066284
	Iteration 39Q: 3 clusters Score -3984908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 120728 members 
Entering Unmasked Estep 
Score: -3984929.750000 Penalty: 1065.066284
	Iteration 40F: 3 clusters Score -3984930 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 120768 members 
Entering Unmasked Estep 
Score: -3984947.750000 Penalty: 1065.066284
	Iteration 41Q: 3 clusters Score -3984948 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 120796 members 
Entering Unmasked Estep 
Score: -3984965.750000 Penalty: 1065.066284
	Iteration 42Q: 3 clusters Score -3984966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 120812 members 
Entering Unmasked Estep 
Score: -3984975.750000 Penalty: 1065.066284
	Iteration 43Q: 3 clusters Score -3984976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 120830 members 
Entering Unmasked Estep 
Score: -3984984.750000 Penalty: 1065.066284
	Iteration 44Q: 3 clusters Score -3984985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 120844 members 
Entering Unmasked Estep 
Score: -3984995.500000 Penalty: 1065.066284
	Iteration 45Q: 3 clusters Score -3984996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 120852 members 
Entering Unmasked Estep 
Score: -3984997.750000 Penalty: 1065.066284
	Iteration 46Q: 3 clusters Score -3984998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 120854 members 
Entering Unmasked Estep 
Score: -3985002.500000 Penalty: 1065.066284
	Iteration 47Q: 3 clusters Score -3985002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 120856 members 
Entering Unmasked Estep 
Score: -3985005.000000 Penalty: 1065.066284
	Iteration 48Q: 3 clusters Score -3985005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 120859 members 
Entering Unmasked Estep 
Score: -3985012.000000 Penalty: 1065.066284
	Iteration 49Q: 3 clusters Score -3985012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 120864 members 
Entering Unmasked Estep 
Score: -3985010.000000 Penalty: 1065.066284
	Iteration 50Q: 3 clusters Score -3985010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 120864 members 
Entering Unmasked Estep 
Score: -3985011.250000 Penalty: 1065.066284
	Iteration 51Q: 3 clusters Score -3985011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 120864 members 
Entering Unmasked Estep 
Score: -3985011.250000 Penalty: 1065.066284
	Iteration 52F: 3 clusters Score -3985011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Entering Unmasked Estep 
Score: -82100.679688 Penalty: 361.231720
	Iteration 0F: 2 clusters Score -82100.68 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 1395 members 
Entering Unmasked Estep 
Score: -80129.554688 Penalty: 722.463440
	Iteration 0F: 3 clusters Score -80129.55 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -80874.304688 Penalty: 722.463440
	Iteration 1F: 3 clusters Score -80874.3 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -81023.703125 Penalty: 722.463440
	Iteration 2F: 3 clusters Score -81023.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -81178.976562 Penalty: 722.463440
	Iteration 3F: 3 clusters Score -81178.98 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -81297.656250 Penalty: 722.463440
	Iteration 4F: 3 clusters Score -81297.66 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -81381.781250 Penalty: 722.463440
	Iteration 5F: 3 clusters Score -81381.78 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -81478.148438 Penalty: 722.463440
	Iteration 6Q: 3 clusters Score -81478.15 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -81565.390625 Penalty: 722.463440
	Iteration 7Q: 3 clusters Score -81565.39 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -81629.226562 Penalty: 722.463440
	Iteration 8Q: 3 clusters Score -81629.23 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -81671.132812 Penalty: 722.463440
	Iteration 9Q: 3 clusters Score -81671.13 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -81708.437500 Penalty: 722.463440
	Iteration 10Q: 3 clusters Score -81708.44 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -81731.210938 Penalty: 722.463440
	Iteration 11Q: 3 clusters Score -81731.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -81746.656250 Penalty: 722.463440
	Iteration 12Q: 3 clusters Score -81746.66 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -81763.828125 Penalty: 722.463440
	Iteration 13Q: 3 clusters Score -81763.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -81780.851562 Penalty: 722.463440
	Iteration 14Q: 3 clusters Score -81780.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -81798.804688 Penalty: 722.463440
	Iteration 15Q: 3 clusters Score -81798.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -81806.992188 Penalty: 722.463440
	Iteration 16Q: 3 clusters Score -81806.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -81814.546875 Penalty: 722.463440
	Iteration 17Q: 3 clusters Score -81814.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -81822.226562 Penalty: 722.463440
	Iteration 18Q: 3 clusters Score -81822.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -81832.898438 Penalty: 722.463440
	Iteration 19Q: 3 clusters Score -81832.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -81838.648438 Penalty: 722.463440
	Iteration 20F: 3 clusters Score -81838.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -81844.679688 Penalty: 722.463440
	Iteration 21Q: 3 clusters Score -81844.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -81846.804688 Penalty: 722.463440
	Iteration 22Q: 3 clusters Score -81846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -81851.406250 Penalty: 722.463440
	Iteration 23Q: 3 clusters Score -81851.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -81854.906250 Penalty: 722.463440
	Iteration 24Q: 3 clusters Score -81854.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -81856.132812 Penalty: 722.463440
	Iteration 25Q: 3 clusters Score -81856.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -81857.468750 Penalty: 722.463440
	Iteration 26Q: 3 clusters Score -81857.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -81858.046875 Penalty: 722.463440
	Iteration 27Q: 3 clusters Score -81858.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -81858.507812 Penalty: 722.463440
	Iteration 28Q: 3 clusters Score -81858.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -81858.906250 Penalty: 722.463440
	Iteration 29Q: 3 clusters Score -81858.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -81859.320312 Penalty: 722.463440
	Iteration 30Q: 3 clusters Score -81859.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -81860.289062 Penalty: 722.463440
	Iteration 31Q: 3 clusters Score -81860.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -81860.289062 Penalty: 722.463440
	Iteration 32F: 3 clusters Score -81860.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Entering Unmasked Estep 
Score: -212146.500000 Penalty: 401.822968
	Iteration 0F: 2 clusters Score -212146.5 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 3341 members 
Entering Unmasked Estep 
Score: -207554.312500 Penalty: 803.645935
	Iteration 0F: 3 clusters Score -207554.3 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -209537.500000 Penalty: 803.645935
	Iteration 1F: 3 clusters Score -209537.5 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -209821.828125 Penalty: 803.645935
	Iteration 2F: 3 clusters Score -209821.8 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -210201.562500 Penalty: 803.645935
	Iteration 3F: 3 clusters Score -210201.6 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -210615.484375 Penalty: 803.645935
	Iteration 4F: 3 clusters Score -210615.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -210962.046875 Penalty: 803.645935
	Iteration 5F: 3 clusters Score -210962 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -211199.453125 Penalty: 803.645935
	Iteration 6Q: 3 clusters Score -211199.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -211379.062500 Penalty: 803.645935
	Iteration 7Q: 3 clusters Score -211379.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -211511.140625 Penalty: 803.645935
	Iteration 8Q: 3 clusters Score -211511.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -211604.859375 Penalty: 803.645935
	Iteration 9Q: 3 clusters Score -211604.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -211664.609375 Penalty: 803.645935
	Iteration 10Q: 3 clusters Score -211664.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -211692.828125 Penalty: 803.645935
	Iteration 11Q: 3 clusters Score -211692.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -211730.171875 Penalty: 803.645935
	Iteration 12Q: 3 clusters Score -211730.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -211758.015625 Penalty: 803.645935
	Iteration 13Q: 3 clusters Score -211758 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -211775.562500 Penalty: 803.645935
	Iteration 14Q: 3 clusters Score -211775.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -211791.718750 Penalty: 803.645935
	Iteration 15Q: 3 clusters Score -211791.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -211801.078125 Penalty: 803.645935
	Iteration 16Q: 3 clusters Score -211801.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -211803.796875 Penalty: 803.645935
	Iteration 17Q: 3 clusters Score -211803.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -211804.515625 Penalty: 803.645935
	Iteration 18Q: 3 clusters Score -211804.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -211804.515625 Penalty: 803.645935
	Iteration 19F: 3 clusters Score -211804.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (150549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150549 members 
Entering Unmasked Estep 
Score: -4995998.500000 Penalty: 542.453003
	Iteration 0F: 2 clusters Score -4995998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75213 members 
Mstep: Class 2 contains 75336 members 
Entering Unmasked Estep 
Score: -4893800.500000 Penalty: 1084.906006
	Iteration 0F: 3 clusters Score -4893800 nChanged 74025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70624 members 
Mstep: Class 2 contains 79925 members 
Entering Unmasked Estep 
Score: -4942191.500000 Penalty: 1084.906006
	Iteration 1F: 3 clusters Score -4942192 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67651 members 
Mstep: Class 2 contains 82898 members 
Entering Unmasked Estep 
Score: -4946764.500000 Penalty: 1084.906006
	Iteration 2F: 3 clusters Score -4946764 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64210 members 
Mstep: Class 2 contains 86339 members 
Entering Unmasked Estep 
Score: -4953200.500000 Penalty: 1084.906006
	Iteration 3F: 3 clusters Score -4953200 nChanged 9998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61114 members 
Mstep: Class 2 contains 89435 members 
Entering Unmasked Estep 
Score: -4960830.500000 Penalty: 1084.906006
	Iteration 4F: 3 clusters Score -4960830 nChanged 9213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58767 members 
Mstep: Class 2 contains 91782 members 
Entering Unmasked Estep 
Score: -4967876.000000 Penalty: 1084.906006
	Iteration 5F: 3 clusters Score -4967876 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56868 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -4971609.000000 Penalty: 1084.906006
	Iteration 6Q: 3 clusters Score -4971609 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 95573 members 
Entering Unmasked Estep 
Score: -4973151.500000 Penalty: 1084.906006
	Iteration 7Q: 3 clusters Score -4973152 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52839 members 
Mstep: Class 2 contains 97710 members 
Entering Unmasked Estep 
Score: -4974008.500000 Penalty: 1084.906006
	Iteration 8Q: 3 clusters Score -4974008 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 99937 members 
Entering Unmasked Estep 
Score: -4974841.500000 Penalty: 1084.906006
	Iteration 9Q: 3 clusters Score -4974842 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48275 members 
Mstep: Class 2 contains 102274 members 
Entering Unmasked Estep 
Score: -4975636.500000 Penalty: 1084.906006
	Iteration 10Q: 3 clusters Score -4975636 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45898 members 
Mstep: Class 2 contains 104651 members 
Entering Unmasked Estep 
Score: -4976538.000000 Penalty: 1084.906006
	Iteration 11Q: 3 clusters Score -4976538 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 107124 members 
Entering Unmasked Estep 
Score: -4977447.500000 Penalty: 1084.906006
	Iteration 12Q: 3 clusters Score -4977448 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 109620 members 
Entering Unmasked Estep 
Score: -4978353.000000 Penalty: 1084.906006
	Iteration 13Q: 3 clusters Score -4978353 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 112174 members 
Entering Unmasked Estep 
Score: -4979355.000000 Penalty: 1084.906006
	Iteration 14Q: 3 clusters Score -4979355 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 114686 members 
Entering Unmasked Estep 
Score: -4980272.500000 Penalty: 1084.906006
	Iteration 15Q: 3 clusters Score -4980272 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33296 members 
Mstep: Class 2 contains 117253 members 
Entering Unmasked Estep 
Score: -4981302.500000 Penalty: 1084.906006
	Iteration 16Q: 3 clusters Score -4981302 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 119800 members 
Entering Unmasked Estep 
Score: -4982255.500000 Penalty: 1084.906006
	Iteration 17Q: 3 clusters Score -4982256 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 122244 members 
Entering Unmasked Estep 
Score: -4983263.500000 Penalty: 1084.906006
	Iteration 18Q: 3 clusters Score -4983264 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 124717 members 
Entering Unmasked Estep 
Score: -4984329.000000 Penalty: 1084.906006
	Iteration 19Q: 3 clusters Score -4984329 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 127077 members 
Entering Unmasked Estep 
Score: -4985352.500000 Penalty: 1084.906006
	Iteration 20F: 3 clusters Score -4985352 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 129292 members 
Entering Unmasked Estep 
Score: -4986355.500000 Penalty: 1084.906006
	Iteration 21Q: 3 clusters Score -4986356 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 131425 members 
Entering Unmasked Estep 
Score: -4987353.000000 Penalty: 1084.906006
	Iteration 22Q: 3 clusters Score -4987353 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 133402 members 
Entering Unmasked Estep 
Score: -4988268.500000 Penalty: 1084.906006
	Iteration 23Q: 3 clusters Score -4988268 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 135147 members 
Entering Unmasked Estep 
Score: -4989031.000000 Penalty: 1084.906006
	Iteration 24Q: 3 clusters Score -4989031 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 136801 members 
Entering Unmasked Estep 
Score: -4989791.000000 Penalty: 1084.906006
	Iteration 25Q: 3 clusters Score -4989791 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 138291 members 
Entering Unmasked Estep 
Score: -4990478.500000 Penalty: 1084.906006
	Iteration 26Q: 3 clusters Score -4990478 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 139677 members 
Entering Unmasked Estep 
Score: -4991143.000000 Penalty: 1084.906006
	Iteration 27Q: 3 clusters Score -4991143 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 140875 members 
Entering Unmasked Estep 
Score: -4991692.500000 Penalty: 1084.906006
	Iteration 28Q: 3 clusters Score -4991692 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 141935 members 
Entering Unmasked Estep 
Score: -4992161.000000 Penalty: 1084.906006
	Iteration 29Q: 3 clusters Score -4992161 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 142840 members 
Entering Unmasked Estep 
Score: -4992542.000000 Penalty: 1084.906006
	Iteration 30Q: 3 clusters Score -4992542 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 143641 members 
Entering Unmasked Estep 
Score: -4992884.500000 Penalty: 1084.906006
	Iteration 31Q: 3 clusters Score -4992884 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 144373 members 
Entering Unmasked Estep 
Score: -4993208.500000 Penalty: 1084.906006
	Iteration 32Q: 3 clusters Score -4993208 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 145048 members 
Entering Unmasked Estep 
Score: -4993480.000000 Penalty: 1084.906006
	Iteration 33Q: 3 clusters Score -4993480 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 145678 members 
Entering Unmasked Estep 
Score: -4993744.000000 Penalty: 1084.906006
	Iteration 34Q: 3 clusters Score -4993744 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 146170 members 
Entering Unmasked Estep 
Score: -4993963.000000 Penalty: 1084.906006
	Iteration 35Q: 3 clusters Score -4993963 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 146616 members 
Entering Unmasked Estep 
Score: -4994128.000000 Penalty: 1084.906006
	Iteration 36Q: 3 clusters Score -4994128 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 147008 members 
Entering Unmasked Estep 
Score: -4994266.500000 Penalty: 1084.906006
	Iteration 37Q: 3 clusters Score -4994266 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 147373 members 
Entering Unmasked Estep 
Score: -4994409.000000 Penalty: 1084.906006
	Iteration 38Q: 3 clusters Score -4994409 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 147684 members 
Entering Unmasked Estep 
Score: -4994531.500000 Penalty: 1084.906006
	Iteration 39Q: 3 clusters Score -4994532 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 147974 members 
Entering Unmasked Estep 
Score: -4994662.000000 Penalty: 1084.906006
	Iteration 40F: 3 clusters Score -4994662 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 148230 members 
Entering Unmasked Estep 
Score: -4994760.000000 Penalty: 1084.906006
	Iteration 41Q: 3 clusters Score -4994760 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 148464 members 
Entering Unmasked Estep 
Score: -4994850.500000 Penalty: 1084.906006
	Iteration 42Q: 3 clusters Score -4994850 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 148672 members 
Entering Unmasked Estep 
Score: -4994920.000000 Penalty: 1084.906006
	Iteration 43Q: 3 clusters Score -4994920 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 148859 members 
Entering Unmasked Estep 
Score: -4994993.000000 Penalty: 1084.906006
	Iteration 44Q: 3 clusters Score -4994993 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 149029 members 
Entering Unmasked Estep 
Score: -4995051.500000 Penalty: 1084.906006
	Iteration 45Q: 3 clusters Score -4995052 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 149193 members 
Entering Unmasked Estep 
Score: -4995117.000000 Penalty: 1084.906006
	Iteration 46Q: 3 clusters Score -4995117 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 149348 members 
Entering Unmasked Estep 
Score: -4995179.000000 Penalty: 1084.906006
	Iteration 47Q: 3 clusters Score -4995179 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 149497 members 
Entering Unmasked Estep 
Score: -4995218.000000 Penalty: 1084.906006
	Iteration 48Q: 3 clusters Score -4995218 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 149622 members 
Entering Unmasked Estep 
Score: -4995254.000000 Penalty: 1084.906006
	Iteration 49Q: 3 clusters Score -4995254 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 149728 members 
Entering Unmasked Estep 
Score: -4995275.500000 Penalty: 1084.906006
	Iteration 50Q: 3 clusters Score -4995276 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 149821 members 
Entering Unmasked Estep 
Score: -4995320.500000 Penalty: 1084.906006
	Iteration 51Q: 3 clusters Score -4995320 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 149915 members 
Entering Unmasked Estep 
Score: -4995349.000000 Penalty: 1084.906006
	Iteration 52Q: 3 clusters Score -4995349 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 149992 members 
Entering Unmasked Estep 
Score: -4995379.500000 Penalty: 1084.906006
	Iteration 53Q: 3 clusters Score -4995380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 150063 members 
Entering Unmasked Estep 
Score: -4995416.500000 Penalty: 1084.906006
	Iteration 54Q: 3 clusters Score -4995416 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 150131 members 
Entering Unmasked Estep 
Score: -4995427.000000 Penalty: 1084.906006
	Iteration 55Q: 3 clusters Score -4995427 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 150183 members 
Entering Unmasked Estep 
Score: -4995452.500000 Penalty: 1084.906006
	Iteration 56Q: 3 clusters Score -4995452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 150220 members 
Entering Unmasked Estep 
Score: -4995473.000000 Penalty: 1084.906006
	Iteration 57Q: 3 clusters Score -4995473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 150248 members 
Entering Unmasked Estep 
Score: -4995488.000000 Penalty: 1084.906006
	Iteration 58Q: 3 clusters Score -4995488 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 150272 members 
Entering Unmasked Estep 
Score: -4995497.000000 Penalty: 1084.906006
	Iteration 59Q: 3 clusters Score -4995497 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 150288 members 
Entering Unmasked Estep 
Score: -4995506.000000 Penalty: 1084.906006
	Iteration 60F: 3 clusters Score -4995506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 150298 members 
Entering Unmasked Estep 
Score: -4995519.000000 Penalty: 1084.906006
	Iteration 61Q: 3 clusters Score -4995519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 150304 members 
Entering Unmasked Estep 
Score: -4995522.500000 Penalty: 1084.906006
	Iteration 62Q: 3 clusters Score -4995522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 150316 members 
Entering Unmasked Estep 
Score: -4995525.500000 Penalty: 1084.906006
	Iteration 63Q: 3 clusters Score -4995526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 150322 members 
Entering Unmasked Estep 
Score: -4995532.500000 Penalty: 1084.906006
	Iteration 64Q: 3 clusters Score -4995532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 150327 members 
Entering Unmasked Estep 
Score: -4995534.500000 Penalty: 1084.906006
	Iteration 65Q: 3 clusters Score -4995534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 150328 members 
Entering Unmasked Estep 
Score: -4995533.000000 Penalty: 1084.906006
	Iteration 66Q: 3 clusters Score -4995533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 150328 members 
Entering Unmasked Estep 
Score: -4995533.000000 Penalty: 1084.906006
	Iteration 67Q: 3 clusters Score -4995533 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 150328 members 
Entering Unmasked Estep 
Score: -4995531.000000 Penalty: 1084.906006
	Iteration 68Q: 3 clusters Score -4995531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 150332 members 
Entering Unmasked Estep 
Score: -4995536.500000 Penalty: 1084.906006
	Iteration 69Q: 3 clusters Score -4995536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 150335 members 
Entering Unmasked Estep 
Score: -4995540.500000 Penalty: 1084.906006
	Iteration 70Q: 3 clusters Score -4995540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 150335 members 
Entering Unmasked Estep 
Score: -4995540.500000 Penalty: 1084.906006
	Iteration 71F: 3 clusters Score -4995540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Entering Unmasked Estep 
Score: -1631246.750000 Penalty: 494.872955
	Iteration 0F: 2 clusters Score -1631247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -1595673.750000 Penalty: 989.745911
	Iteration 0F: 3 clusters Score -1595674 nChanged 25482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29175 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -1611670.625000 Penalty: 989.745911
	Iteration 1F: 3 clusters Score -1611671 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -1612822.125000 Penalty: 989.745911
	Iteration 2Q: 3 clusters Score -1612822 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 20420 members 
Entering Unmasked Estep 
Score: -1614577.625000 Penalty: 989.745911
	Iteration 3F: 3 clusters Score -1614578 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -1617156.000000 Penalty: 989.745911
	Iteration 4F: 3 clusters Score -1617156 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36734 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -1620210.375000 Penalty: 989.745911
	Iteration 5F: 3 clusters Score -1620210 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1622440.750000 Penalty: 989.745911
	Iteration 6F: 3 clusters Score -1622441 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39292 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -1623589.625000 Penalty: 989.745911
	Iteration 7Q: 3 clusters Score -1623590 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1624195.375000 Penalty: 989.745911
	Iteration 8Q: 3 clusters Score -1624195 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -1624656.000000 Penalty: 989.745911
	Iteration 9Q: 3 clusters Score -1624656 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42092 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1625141.250000 Penalty: 989.745911
	Iteration 10Q: 3 clusters Score -1625141 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -1625646.500000 Penalty: 989.745911
	Iteration 11Q: 3 clusters Score -1625646 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43875 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1626194.125000 Penalty: 989.745911
	Iteration 12Q: 3 clusters Score -1626194 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1626690.500000 Penalty: 989.745911
	Iteration 13Q: 3 clusters Score -1626690 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1627118.625000 Penalty: 989.745911
	Iteration 14Q: 3 clusters Score -1627119 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46014 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1627548.625000 Penalty: 989.745911
	Iteration 15Q: 3 clusters Score -1627549 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46591 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1627929.750000 Penalty: 989.745911
	Iteration 16Q: 3 clusters Score -1627930 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47125 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1628257.750000 Penalty: 989.745911
	Iteration 17Q: 3 clusters Score -1628258 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47609 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1628529.000000 Penalty: 989.745911
	Iteration 18Q: 3 clusters Score -1628529 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1628786.500000 Penalty: 989.745911
	Iteration 19Q: 3 clusters Score -1628786 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48497 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1629006.250000 Penalty: 989.745911
	Iteration 20F: 3 clusters Score -1629006 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1629216.500000 Penalty: 989.745911
	Iteration 21Q: 3 clusters Score -1629216 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49322 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -1629435.000000 Penalty: 989.745911
	Iteration 22Q: 3 clusters Score -1629435 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49694 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1629608.125000 Penalty: 989.745911
	Iteration 23Q: 3 clusters Score -1629608 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1629763.000000 Penalty: 989.745911
	Iteration 24Q: 3 clusters Score -1629763 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50390 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1629918.875000 Penalty: 989.745911
	Iteration 25Q: 3 clusters Score -1629919 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1630074.250000 Penalty: 989.745911
	Iteration 26Q: 3 clusters Score -1630074 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1630192.125000 Penalty: 989.745911
	Iteration 27Q: 3 clusters Score -1630192 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51235 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1630322.375000 Penalty: 989.745911
	Iteration 28Q: 3 clusters Score -1630322 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51450 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -1630420.875000 Penalty: 989.745911
	Iteration 29Q: 3 clusters Score -1630421 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51649 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1630517.125000 Penalty: 989.745911
	Iteration 30Q: 3 clusters Score -1630517 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51816 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1630585.375000 Penalty: 989.745911
	Iteration 31Q: 3 clusters Score -1630585 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1630625.625000 Penalty: 989.745911
	Iteration 32Q: 3 clusters Score -1630626 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1630665.000000 Penalty: 989.745911
	Iteration 33Q: 3 clusters Score -1630665 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52117 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -1630710.000000 Penalty: 989.745911
	Iteration 34Q: 3 clusters Score -1630710 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1630745.250000 Penalty: 989.745911
	Iteration 35Q: 3 clusters Score -1630745 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1630769.000000 Penalty: 989.745911
	Iteration 36Q: 3 clusters Score -1630769 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1630791.625000 Penalty: 989.745911
	Iteration 37Q: 3 clusters Score -1630792 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -1630807.250000 Penalty: 989.745911
	Iteration 38Q: 3 clusters Score -1630807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -1630827.375000 Penalty: 989.745911
	Iteration 39Q: 3 clusters Score -1630827 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52400 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1630842.625000 Penalty: 989.745911
	Iteration 40F: 3 clusters Score -1630843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52423 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1630851.250000 Penalty: 989.745911
	Iteration 41Q: 3 clusters Score -1630851 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52433 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1630854.125000 Penalty: 989.745911
	Iteration 42Q: 3 clusters Score -1630854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52445 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -1630858.250000 Penalty: 989.745911
	Iteration 43Q: 3 clusters Score -1630858 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1630862.000000 Penalty: 989.745911
	Iteration 44Q: 3 clusters Score -1630862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1630863.875000 Penalty: 989.745911
	Iteration 45Q: 3 clusters Score -1630864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52462 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1630863.625000 Penalty: 989.745911
	Iteration 46Q: 3 clusters Score -1630864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1630866.875000 Penalty: 989.745911
	Iteration 47Q: 3 clusters Score -1630867 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1630868.875000 Penalty: 989.745911
	Iteration 48Q: 3 clusters Score -1630869 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1630869.500000 Penalty: 989.745911
	Iteration 49Q: 3 clusters Score -1630870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52474 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1630869.375000 Penalty: 989.745911
	Iteration 50Q: 3 clusters Score -1630869 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1630872.000000 Penalty: 989.745911
	Iteration 51Q: 3 clusters Score -1630872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52483 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1630873.375000 Penalty: 989.745911
	Iteration 52Q: 3 clusters Score -1630873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1630875.500000 Penalty: 989.745911
	Iteration 53Q: 3 clusters Score -1630876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52493 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1630873.750000 Penalty: 989.745911
	Iteration 54Q: 3 clusters Score -1630874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1630875.125000 Penalty: 989.745911
	Iteration 55Q: 3 clusters Score -1630875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52497 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1630873.250000 Penalty: 989.745911
	Iteration 56Q: 3 clusters Score -1630873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1630873.250000 Penalty: 989.745911
	Iteration 57Q: 3 clusters Score -1630873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1630873.250000 Penalty: 989.745911
	Iteration 58F: 3 clusters Score -1630873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Entering Unmasked Estep 
Score: -216369.093750 Penalty: 401.038513
	Iteration 0F: 2 clusters Score -216369.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -211893.046875 Penalty: 802.077026
	Iteration 0F: 3 clusters Score -211893 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -213562.437500 Penalty: 802.077026
	Iteration 1F: 3 clusters Score -213562.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -213710.421875 Penalty: 802.077026
	Iteration 2F: 3 clusters Score -213710.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -213873.812500 Penalty: 802.077026
	Iteration 3F: 3 clusters Score -213873.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -214072.125000 Penalty: 802.077026
	Iteration 4F: 3 clusters Score -214072.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -214306.265625 Penalty: 802.077026
	Iteration 5F: 3 clusters Score -214306.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -214583.296875 Penalty: 802.077026
	Iteration 6F: 3 clusters Score -214583.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -214858.062500 Penalty: 802.077026
	Iteration 7F: 3 clusters Score -214858.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -215055.453125 Penalty: 802.077026
	Iteration 8Q: 3 clusters Score -215055.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -215165.203125 Penalty: 802.077026
	Iteration 9Q: 3 clusters Score -215165.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -215258.921875 Penalty: 802.077026
	Iteration 10Q: 3 clusters Score -215258.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -215345.437500 Penalty: 802.077026
	Iteration 11Q: 3 clusters Score -215345.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -215415.765625 Penalty: 802.077026
	Iteration 12Q: 3 clusters Score -215415.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -215466.750000 Penalty: 802.077026
	Iteration 13Q: 3 clusters Score -215466.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -215512.593750 Penalty: 802.077026
	Iteration 14Q: 3 clusters Score -215512.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -215572.703125 Penalty: 802.077026
	Iteration 15Q: 3 clusters Score -215572.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -215635.875000 Penalty: 802.077026
	Iteration 16Q: 3 clusters Score -215635.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -215700.234375 Penalty: 802.077026
	Iteration 17Q: 3 clusters Score -215700.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -215747.640625 Penalty: 802.077026
	Iteration 18Q: 3 clusters Score -215747.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -215794.812500 Penalty: 802.077026
	Iteration 19Q: 3 clusters Score -215794.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -215825.781250 Penalty: 802.077026
	Iteration 20F: 3 clusters Score -215825.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -215856.515625 Penalty: 802.077026
	Iteration 21Q: 3 clusters Score -215856.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -215873.937500 Penalty: 802.077026
	Iteration 22Q: 3 clusters Score -215873.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -215883.843750 Penalty: 802.077026
	Iteration 23Q: 3 clusters Score -215883.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -215895.390625 Penalty: 802.077026
	Iteration 24Q: 3 clusters Score -215895.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -215901.109375 Penalty: 802.077026
	Iteration 25Q: 3 clusters Score -215901.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -215912.296875 Penalty: 802.077026
	Iteration 26Q: 3 clusters Score -215912.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -215922.218750 Penalty: 802.077026
	Iteration 27Q: 3 clusters Score -215922.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -215928.781250 Penalty: 802.077026
	Iteration 28Q: 3 clusters Score -215928.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -215933.437500 Penalty: 802.077026
	Iteration 29Q: 3 clusters Score -215933.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -215939.046875 Penalty: 802.077026
	Iteration 30Q: 3 clusters Score -215939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -215946.000000 Penalty: 802.077026
	Iteration 31Q: 3 clusters Score -215946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -215949.109375 Penalty: 802.077026
	Iteration 32Q: 3 clusters Score -215949.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -215952.187500 Penalty: 802.077026
	Iteration 33Q: 3 clusters Score -215952.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -215955.609375 Penalty: 802.077026
	Iteration 34Q: 3 clusters Score -215955.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -215958.359375 Penalty: 802.077026
	Iteration 35Q: 3 clusters Score -215958.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -215959.843750 Penalty: 802.077026
	Iteration 36Q: 3 clusters Score -215959.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -215960.359375 Penalty: 802.077026
	Iteration 37Q: 3 clusters Score -215960.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -215960.125000 Penalty: 802.077026
	Iteration 38Q: 3 clusters Score -215960.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -215961.125000 Penalty: 802.077026
	Iteration 39Q: 3 clusters Score -215961.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -215961.187500 Penalty: 802.077026
	Iteration 40F: 3 clusters Score -215961.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -215961.812500 Penalty: 802.077026
	Iteration 41Q: 3 clusters Score -215961.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -215962.109375 Penalty: 802.077026
	Iteration 42Q: 3 clusters Score -215962.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -215962.656250 Penalty: 802.077026
	Iteration 43Q: 3 clusters Score -215962.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -215962.500000 Penalty: 802.077026
	Iteration 44Q: 3 clusters Score -215962.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -215963.109375 Penalty: 802.077026
	Iteration 45Q: 3 clusters Score -215963.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -215963.718750 Penalty: 802.077026
	Iteration 46Q: 3 clusters Score -215963.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -215963.984375 Penalty: 802.077026
	Iteration 47Q: 3 clusters Score -215964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -215965.421875 Penalty: 802.077026
	Iteration 48Q: 3 clusters Score -215965.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -215965.828125 Penalty: 802.077026
	Iteration 49Q: 3 clusters Score -215965.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -215966.703125 Penalty: 802.077026
	Iteration 50Q: 3 clusters Score -215966.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -215967.296875 Penalty: 802.077026
	Iteration 51Q: 3 clusters Score -215967.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -215968.531250 Penalty: 802.077026
	Iteration 52Q: 3 clusters Score -215968.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -215968.562500 Penalty: 802.077026
	Iteration 53Q: 3 clusters Score -215968.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -215968.562500 Penalty: 802.077026
	Iteration 54F: 3 clusters Score -215968.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24180 members 
Entering Unmasked Estep 
Score: -768300.812500 Penalty: 459.244263
	Iteration 0F: 2 clusters Score -768300.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -752256.562500 Penalty: 918.488525
	Iteration 0F: 3 clusters Score -752256.6 nChanged 11497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -759257.875000 Penalty: 918.488525
	Iteration 1F: 3 clusters Score -759257.9 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -760225.437500 Penalty: 918.488525
	Iteration 2F: 3 clusters Score -760225.4 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -761587.187500 Penalty: 918.488525
	Iteration 3F: 3 clusters Score -761587.2 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -763158.875000 Penalty: 918.488525
	Iteration 4F: 3 clusters Score -763158.9 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -764698.000000 Penalty: 918.488525
	Iteration 5F: 3 clusters Score -764698 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -765914.062500 Penalty: 918.488525
	Iteration 6F: 3 clusters Score -765914.1 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -766730.125000 Penalty: 918.488525
	Iteration 7Q: 3 clusters Score -766730.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -767071.187500 Penalty: 918.488525
	Iteration 8Q: 3 clusters Score -767071.2 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -767234.937500 Penalty: 918.488525
	Iteration 9Q: 3 clusters Score -767234.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -767357.562500 Penalty: 918.488525
	Iteration 10Q: 3 clusters Score -767357.6 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -767450.500000 Penalty: 918.488525
	Iteration 11Q: 3 clusters Score -767450.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -767532.437500 Penalty: 918.488525
	Iteration 12Q: 3 clusters Score -767532.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -767596.500000 Penalty: 918.488525
	Iteration 13Q: 3 clusters Score -767596.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -767659.812500 Penalty: 918.488525
	Iteration 14Q: 3 clusters Score -767659.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -767706.562500 Penalty: 918.488525
	Iteration 15Q: 3 clusters Score -767706.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -767750.312500 Penalty: 918.488525
	Iteration 16Q: 3 clusters Score -767750.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -767785.062500 Penalty: 918.488525
	Iteration 17Q: 3 clusters Score -767785.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 23239 members 
Entering Unmasked Estep 
Score: -767810.187500 Penalty: 918.488525
	Iteration 18Q: 3 clusters Score -767810.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -767831.562500 Penalty: 918.488525
	Iteration 19Q: 3 clusters Score -767831.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -767848.125000 Penalty: 918.488525
	Iteration 20F: 3 clusters Score -767848.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -767870.187500 Penalty: 918.488525
	Iteration 21Q: 3 clusters Score -767870.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -767902.125000 Penalty: 918.488525
	Iteration 22Q: 3 clusters Score -767902.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -767920.500000 Penalty: 918.488525
	Iteration 23Q: 3 clusters Score -767920.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -767935.937500 Penalty: 918.488525
	Iteration 24Q: 3 clusters Score -767935.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -767949.187500 Penalty: 918.488525
	Iteration 25Q: 3 clusters Score -767949.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -767962.500000 Penalty: 918.488525
	Iteration 26Q: 3 clusters Score -767962.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -767977.250000 Penalty: 918.488525
	Iteration 27Q: 3 clusters Score -767977.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -767992.125000 Penalty: 918.488525
	Iteration 28Q: 3 clusters Score -767992.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -767996.500000 Penalty: 918.488525
	Iteration 29Q: 3 clusters Score -767996.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -768004.687500 Penalty: 918.488525
	Iteration 30Q: 3 clusters Score -768004.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -768010.562500 Penalty: 918.488525
	Iteration 31Q: 3 clusters Score -768010.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -768017.875000 Penalty: 918.488525
	Iteration 32Q: 3 clusters Score -768017.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -768027.875000 Penalty: 918.488525
	Iteration 33Q: 3 clusters Score -768027.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -768029.562500 Penalty: 918.488525
	Iteration 34Q: 3 clusters Score -768029.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -768034.812500 Penalty: 918.488525
	Iteration 35Q: 3 clusters Score -768034.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -768035.812500 Penalty: 918.488525
	Iteration 36Q: 3 clusters Score -768035.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -768038.562500 Penalty: 918.488525
	Iteration 37Q: 3 clusters Score -768038.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23765 members 
Entering Unmasked Estep 
Score: -768043.375000 Penalty: 918.488525
	Iteration 38Q: 3 clusters Score -768043.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -768046.687500 Penalty: 918.488525
	Iteration 39Q: 3 clusters Score -768046.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 23782 members 
Entering Unmasked Estep 
Score: -768049.250000 Penalty: 918.488525
	Iteration 40F: 3 clusters Score -768049.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -768051.437500 Penalty: 918.488525
	Iteration 41Q: 3 clusters Score -768051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -768053.437500 Penalty: 918.488525
	Iteration 42Q: 3 clusters Score -768053.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -768053.812500 Penalty: 918.488525
	Iteration 43Q: 3 clusters Score -768053.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -768055.625000 Penalty: 918.488525
	Iteration 44Q: 3 clusters Score -768055.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -768057.687500 Penalty: 918.488525
	Iteration 45Q: 3 clusters Score -768057.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -768059.562500 Penalty: 918.488525
	Iteration 46Q: 3 clusters Score -768059.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 23799 members 
Entering Unmasked Estep 
Score: -768061.062500 Penalty: 918.488525
	Iteration 47Q: 3 clusters Score -768061.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -768064.250000 Penalty: 918.488525
	Iteration 48Q: 3 clusters Score -768064.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23802 members 
Entering Unmasked Estep 
Score: -768066.687500 Penalty: 918.488525
	Iteration 49Q: 3 clusters Score -768066.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -768066.250000 Penalty: 918.488525
	Iteration 50Q: 3 clusters Score -768066.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 23803 members 
Entering Unmasked Estep 
Score: -768066.687500 Penalty: 918.488525
	Iteration 51Q: 3 clusters Score -768066.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -768067.312500 Penalty: 918.488525
	Iteration 52Q: 3 clusters Score -768067.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -768068.000000 Penalty: 918.488525
	Iteration 53Q: 3 clusters Score -768068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -768068.375000 Penalty: 918.488525
	Iteration 54Q: 3 clusters Score -768068.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -768068.937500 Penalty: 918.488525
	Iteration 55Q: 3 clusters Score -768068.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -768068.937500 Penalty: 918.488525
	Iteration 56F: 3 clusters Score -768068.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Entering Unmasked Estep 
Score: -63590.882812 Penalty: 347.428314
	Iteration 0F: 2 clusters Score -63590.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -62102.851562 Penalty: 694.856628
	Iteration 0F: 3 clusters Score -62102.85 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -62622.367188 Penalty: 694.856628
	Iteration 1F: 3 clusters Score -62622.37 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -62769.746094 Penalty: 694.856628
	Iteration 2F: 3 clusters Score -62769.75 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -62926.988281 Penalty: 694.856628
	Iteration 3F: 3 clusters Score -62926.99 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -63075.988281 Penalty: 694.856628
	Iteration 4F: 3 clusters Score -63075.99 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -63217.421875 Penalty: 694.856628
	Iteration 5F: 3 clusters Score -63217.42 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -63304.003906 Penalty: 694.856628
	Iteration 6F: 3 clusters Score -63304 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -63365.910156 Penalty: 694.856628
	Iteration 7Q: 3 clusters Score -63365.91 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -63403.636719 Penalty: 694.856628
	Iteration 8Q: 3 clusters Score -63403.64 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -63429.128906 Penalty: 694.856628
	Iteration 9Q: 3 clusters Score -63429.13 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -63458.359375 Penalty: 694.856628
	Iteration 10Q: 3 clusters Score -63458.36 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -63482.367188 Penalty: 694.856628
	Iteration 11Q: 3 clusters Score -63482.37 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -63491.699219 Penalty: 694.856628
	Iteration 12Q: 3 clusters Score -63491.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -63496.023438 Penalty: 694.856628
	Iteration 13Q: 3 clusters Score -63496.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -63497.714844 Penalty: 694.856628
	Iteration 14Q: 3 clusters Score -63497.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -63500.921875 Penalty: 694.856628
	Iteration 15Q: 3 clusters Score -63500.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -63504.003906 Penalty: 694.856628
	Iteration 16Q: 3 clusters Score -63504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -63507.332031 Penalty: 694.856628
	Iteration 17Q: 3 clusters Score -63507.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -63511.628906 Penalty: 694.856628
	Iteration 18Q: 3 clusters Score -63511.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -63513.457031 Penalty: 694.856628
	Iteration 19Q: 3 clusters Score -63513.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -63514.531250 Penalty: 694.856628
	Iteration 20F: 3 clusters Score -63514.53 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -63515.296875 Penalty: 694.856628
	Iteration 21Q: 3 clusters Score -63515.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -63515.847656 Penalty: 694.856628
	Iteration 22Q: 3 clusters Score -63515.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -63515.847656 Penalty: 694.856628
	Iteration 23F: 3 clusters Score -63515.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -60775.015625 Penalty: 343.363312
	Iteration 0F: 2 clusters Score -60775.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -59406.953125 Penalty: 686.726624
	Iteration 0F: 3 clusters Score -59406.95 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -59870.132812 Penalty: 686.726624
	Iteration 1F: 3 clusters Score -59870.13 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -59953.988281 Penalty: 686.726624
	Iteration 2F: 3 clusters Score -59953.99 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -60020.800781 Penalty: 686.726624
	Iteration 3F: 3 clusters Score -60020.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -60079.750000 Penalty: 686.726624
	Iteration 4F: 3 clusters Score -60079.75 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -60131.722656 Penalty: 686.726624
	Iteration 5Q: 3 clusters Score -60131.72 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -60176.726562 Penalty: 686.726624
	Iteration 6Q: 3 clusters Score -60176.73 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -60206.707031 Penalty: 686.726624
	Iteration 7Q: 3 clusters Score -60206.71 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -60238.816406 Penalty: 686.726624
	Iteration 8Q: 3 clusters Score -60238.82 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -60266.289062 Penalty: 686.726624
	Iteration 9Q: 3 clusters Score -60266.29 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -60291.859375 Penalty: 686.726624
	Iteration 10Q: 3 clusters Score -60291.86 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -60313.183594 Penalty: 686.726624
	Iteration 11Q: 3 clusters Score -60313.18 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -60323.957031 Penalty: 686.726624
	Iteration 12Q: 3 clusters Score -60323.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -60327.539062 Penalty: 686.726624
	Iteration 13Q: 3 clusters Score -60327.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -60333.437500 Penalty: 686.726624
	Iteration 14Q: 3 clusters Score -60333.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -60339.851562 Penalty: 686.726624
	Iteration 15Q: 3 clusters Score -60339.85 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -60343.457031 Penalty: 686.726624
	Iteration 16Q: 3 clusters Score -60343.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -60344.988281 Penalty: 686.726624
	Iteration 17Q: 3 clusters Score -60344.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -60347.785156 Penalty: 686.726624
	Iteration 18Q: 3 clusters Score -60347.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -60349.851562 Penalty: 686.726624
	Iteration 19Q: 3 clusters Score -60349.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -60351.511719 Penalty: 686.726624
	Iteration 20F: 3 clusters Score -60351.51 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -60354.566406 Penalty: 686.726624
	Iteration 21Q: 3 clusters Score -60354.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -60356.894531 Penalty: 686.726624
	Iteration 22Q: 3 clusters Score -60356.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -60358.785156 Penalty: 686.726624
	Iteration 23Q: 3 clusters Score -60358.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -60360.437500 Penalty: 686.726624
	Iteration 24Q: 3 clusters Score -60360.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -60361.136719 Penalty: 686.726624
	Iteration 25Q: 3 clusters Score -60361.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -60361.179688 Penalty: 686.726624
	Iteration 26Q: 3 clusters Score -60361.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -60361.410156 Penalty: 686.726624
	Iteration 27Q: 3 clusters Score -60361.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -60361.410156 Penalty: 686.726624
	Iteration 28F: 3 clusters Score -60361.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -245433.343750 Penalty: 410.334137
	Iteration 0F: 2 clusters Score -245433.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -239930.250000 Penalty: 820.668274
	Iteration 0F: 3 clusters Score -239930.2 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -242286.593750 Penalty: 820.668274
	Iteration 1F: 3 clusters Score -242286.6 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -242732.531250 Penalty: 820.668274
	Iteration 2F: 3 clusters Score -242732.5 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -243217.687500 Penalty: 820.668274
	Iteration 3F: 3 clusters Score -243217.7 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -243682.437500 Penalty: 820.668274
	Iteration 4F: 3 clusters Score -243682.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -244012.671875 Penalty: 820.668274
	Iteration 5F: 3 clusters Score -244012.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -244216.359375 Penalty: 820.668274
	Iteration 6Q: 3 clusters Score -244216.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -244323.046875 Penalty: 820.668274
	Iteration 7Q: 3 clusters Score -244323 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -244378.062500 Penalty: 820.668274
	Iteration 8Q: 3 clusters Score -244378.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -244429.515625 Penalty: 820.668274
	Iteration 9Q: 3 clusters Score -244429.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -244487.031250 Penalty: 820.668274
	Iteration 10Q: 3 clusters Score -244487 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -244542.250000 Penalty: 820.668274
	Iteration 11Q: 3 clusters Score -244542.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -244596.750000 Penalty: 820.668274
	Iteration 12Q: 3 clusters Score -244596.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -244649.593750 Penalty: 820.668274
	Iteration 13Q: 3 clusters Score -244649.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -244698.968750 Penalty: 820.668274
	Iteration 14Q: 3 clusters Score -244699 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -244746.671875 Penalty: 820.668274
	Iteration 15Q: 3 clusters Score -244746.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -244792.359375 Penalty: 820.668274
	Iteration 16Q: 3 clusters Score -244792.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -244836.468750 Penalty: 820.668274
	Iteration 17Q: 3 clusters Score -244836.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -244883.000000 Penalty: 820.668274
	Iteration 18Q: 3 clusters Score -244883 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -244926.109375 Penalty: 820.668274
	Iteration 19Q: 3 clusters Score -244926.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -244966.343750 Penalty: 820.668274
	Iteration 20F: 3 clusters Score -244966.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -245013.984375 Penalty: 820.668274
	Iteration 21Q: 3 clusters Score -245014 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -245077.375000 Penalty: 820.668274
	Iteration 22Q: 3 clusters Score -245077.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -245129.828125 Penalty: 820.668274
	Iteration 23Q: 3 clusters Score -245129.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -245184.609375 Penalty: 820.668274
	Iteration 24Q: 3 clusters Score -245184.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -245230.046875 Penalty: 820.668274
	Iteration 25Q: 3 clusters Score -245230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -245269.828125 Penalty: 820.668274
	Iteration 26Q: 3 clusters Score -245269.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -245294.390625 Penalty: 820.668274
	Iteration 27Q: 3 clusters Score -245294.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -245310.703125 Penalty: 820.668274
	Iteration 28Q: 3 clusters Score -245310.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -245319.937500 Penalty: 820.668274
	Iteration 29Q: 3 clusters Score -245319.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -245329.062500 Penalty: 820.668274
	Iteration 30Q: 3 clusters Score -245329.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -245334.468750 Penalty: 820.668274
	Iteration 31Q: 3 clusters Score -245334.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -245341.656250 Penalty: 820.668274
	Iteration 32Q: 3 clusters Score -245341.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -245345.234375 Penalty: 820.668274
	Iteration 33Q: 3 clusters Score -245345.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -245347.796875 Penalty: 820.668274
	Iteration 34Q: 3 clusters Score -245347.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -245349.187500 Penalty: 820.668274
	Iteration 35Q: 3 clusters Score -245349.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -245349.453125 Penalty: 820.668274
	Iteration 36Q: 3 clusters Score -245349.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -245349.578125 Penalty: 820.668274
	Iteration 37Q: 3 clusters Score -245349.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -245349.750000 Penalty: 820.668274
	Iteration 38Q: 3 clusters Score -245349.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -245349.750000 Penalty: 820.668274
	Iteration 39F: 3 clusters Score -245349.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Entering Unmasked Estep 
Score: -153266.562500 Penalty: 388.593597
	Iteration 0F: 2 clusters Score -153266.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -149795.234375 Penalty: 777.187195
	Iteration 0F: 3 clusters Score -149795.2 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -151215.390625 Penalty: 777.187195
	Iteration 1F: 3 clusters Score -151215.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -151424.218750 Penalty: 777.187195
	Iteration 2F: 3 clusters Score -151424.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -151681.203125 Penalty: 777.187195
	Iteration 3F: 3 clusters Score -151681.2 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -151946.171875 Penalty: 777.187195
	Iteration 4F: 3 clusters Score -151946.2 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -152188.234375 Penalty: 777.187195
	Iteration 5F: 3 clusters Score -152188.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -152328.109375 Penalty: 777.187195
	Iteration 6Q: 3 clusters Score -152328.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -152411.781250 Penalty: 777.187195
	Iteration 7Q: 3 clusters Score -152411.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -152449.593750 Penalty: 777.187195
	Iteration 8Q: 3 clusters Score -152449.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -152472.984375 Penalty: 777.187195
	Iteration 9Q: 3 clusters Score -152473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -152490.140625 Penalty: 777.187195
	Iteration 10Q: 3 clusters Score -152490.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -152502.734375 Penalty: 777.187195
	Iteration 11Q: 3 clusters Score -152502.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -152512.734375 Penalty: 777.187195
	Iteration 12Q: 3 clusters Score -152512.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -152520.515625 Penalty: 777.187195
	Iteration 13Q: 3 clusters Score -152520.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -152526.562500 Penalty: 777.187195
	Iteration 14Q: 3 clusters Score -152526.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -152531.125000 Penalty: 777.187195
	Iteration 15Q: 3 clusters Score -152531.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -152535.640625 Penalty: 777.187195
	Iteration 16Q: 3 clusters Score -152535.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -152539.859375 Penalty: 777.187195
	Iteration 17Q: 3 clusters Score -152539.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -152543.984375 Penalty: 777.187195
	Iteration 18Q: 3 clusters Score -152544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -152546.937500 Penalty: 777.187195
	Iteration 19Q: 3 clusters Score -152546.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -152550.265625 Penalty: 777.187195
	Iteration 20F: 3 clusters Score -152550.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -152552.109375 Penalty: 777.187195
	Iteration 21Q: 3 clusters Score -152552.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -152553.234375 Penalty: 777.187195
	Iteration 22Q: 3 clusters Score -152553.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -152553.890625 Penalty: 777.187195
	Iteration 23Q: 3 clusters Score -152553.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -152554.640625 Penalty: 777.187195
	Iteration 24Q: 3 clusters Score -152554.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -152555.953125 Penalty: 777.187195
	Iteration 25Q: 3 clusters Score -152556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -152557.078125 Penalty: 777.187195
	Iteration 26Q: 3 clusters Score -152557.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -152558.250000 Penalty: 777.187195
	Iteration 27Q: 3 clusters Score -152558.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -152559.140625 Penalty: 777.187195
	Iteration 28Q: 3 clusters Score -152559.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -152559.765625 Penalty: 777.187195
	Iteration 29Q: 3 clusters Score -152559.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -152561.015625 Penalty: 777.187195
	Iteration 30Q: 3 clusters Score -152561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -152561.109375 Penalty: 777.187195
	Iteration 31Q: 3 clusters Score -152561.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -152561.968750 Penalty: 777.187195
	Iteration 32Q: 3 clusters Score -152562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -152563.328125 Penalty: 777.187195
	Iteration 33Q: 3 clusters Score -152563.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -152563.625000 Penalty: 777.187195
	Iteration 34Q: 3 clusters Score -152563.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -152564.437500 Penalty: 777.187195
	Iteration 35Q: 3 clusters Score -152564.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -152565.000000 Penalty: 777.187195
	Iteration 36Q: 3 clusters Score -152565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -152565.312500 Penalty: 777.187195
	Iteration 37Q: 3 clusters Score -152565.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -152566.312500 Penalty: 777.187195
	Iteration 38Q: 3 clusters Score -152566.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -152566.781250 Penalty: 777.187195
	Iteration 39Q: 3 clusters Score -152566.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -152567.671875 Penalty: 777.187195
	Iteration 40F: 3 clusters Score -152567.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -152568.578125 Penalty: 777.187195
	Iteration 41Q: 3 clusters Score -152568.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -152568.156250 Penalty: 777.187195
	Iteration 42Q: 3 clusters Score -152568.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -152568.156250 Penalty: 777.187195
	Iteration 43F: 3 clusters Score -152568.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Entering Unmasked Estep 
Score: -267857.562500 Penalty: 409.488281
	Iteration 0F: 2 clusters Score -267857.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -262445.437500 Penalty: 818.976562
	Iteration 0F: 3 clusters Score -262445.4 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -264421.250000 Penalty: 818.976562
	Iteration 1F: 3 clusters Score -264421.2 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -264556.593750 Penalty: 818.976562
	Iteration 2Q: 3 clusters Score -264556.6 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -264697.156250 Penalty: 818.976562
	Iteration 3Q: 3 clusters Score -264697.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -264857.968750 Penalty: 818.976562
	Iteration 4Q: 3 clusters Score -264858 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -265013.687500 Penalty: 818.976562
	Iteration 5Q: 3 clusters Score -265013.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -265184.437500 Penalty: 818.976562
	Iteration 6Q: 3 clusters Score -265184.4 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -265397.281250 Penalty: 818.976562
	Iteration 7F: 3 clusters Score -265397.3 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -265654.343750 Penalty: 818.976562
	Iteration 8F: 3 clusters Score -265654.3 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -265931.218750 Penalty: 818.976562
	Iteration 9F: 3 clusters Score -265931.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -266196.468750 Penalty: 818.976562
	Iteration 10Q: 3 clusters Score -266196.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -266411.875000 Penalty: 818.976562
	Iteration 11Q: 3 clusters Score -266411.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -266529.937500 Penalty: 818.976562
	Iteration 12Q: 3 clusters Score -266529.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -266590.656250 Penalty: 818.976562
	Iteration 13Q: 3 clusters Score -266590.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -266646.750000 Penalty: 818.976562
	Iteration 14Q: 3 clusters Score -266646.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -266695.531250 Penalty: 818.976562
	Iteration 15Q: 3 clusters Score -266695.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -266751.687500 Penalty: 818.976562
	Iteration 16Q: 3 clusters Score -266751.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -266795.125000 Penalty: 818.976562
	Iteration 17Q: 3 clusters Score -266795.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -266836.062500 Penalty: 818.976562
	Iteration 18Q: 3 clusters Score -266836.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -266881.625000 Penalty: 818.976562
	Iteration 19Q: 3 clusters Score -266881.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -266933.343750 Penalty: 818.976562
	Iteration 20F: 3 clusters Score -266933.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -266987.343750 Penalty: 818.976562
	Iteration 21Q: 3 clusters Score -266987.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -267038.343750 Penalty: 818.976562
	Iteration 22Q: 3 clusters Score -267038.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -267078.750000 Penalty: 818.976562
	Iteration 23Q: 3 clusters Score -267078.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -267116.593750 Penalty: 818.976562
	Iteration 24Q: 3 clusters Score -267116.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -267149.375000 Penalty: 818.976562
	Iteration 25Q: 3 clusters Score -267149.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -267184.812500 Penalty: 818.976562
	Iteration 26Q: 3 clusters Score -267184.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -267214.781250 Penalty: 818.976562
	Iteration 27Q: 3 clusters Score -267214.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -267239.781250 Penalty: 818.976562
	Iteration 28Q: 3 clusters Score -267239.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -267265.781250 Penalty: 818.976562
	Iteration 29Q: 3 clusters Score -267265.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -267301.750000 Penalty: 818.976562
	Iteration 30Q: 3 clusters Score -267301.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -267331.531250 Penalty: 818.976562
	Iteration 31Q: 3 clusters Score -267331.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -267346.031250 Penalty: 818.976562
	Iteration 32Q: 3 clusters Score -267346 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -267359.593750 Penalty: 818.976562
	Iteration 33Q: 3 clusters Score -267359.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -267379.750000 Penalty: 818.976562
	Iteration 34Q: 3 clusters Score -267379.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -267402.343750 Penalty: 818.976562
	Iteration 35Q: 3 clusters Score -267402.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -267428.656250 Penalty: 818.976562
	Iteration 36Q: 3 clusters Score -267428.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -267444.250000 Penalty: 818.976562
	Iteration 37Q: 3 clusters Score -267444.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -267462.281250 Penalty: 818.976562
	Iteration 38Q: 3 clusters Score -267462.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -267475.593750 Penalty: 818.976562
	Iteration 39Q: 3 clusters Score -267475.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -267485.000000 Penalty: 818.976562
	Iteration 40F: 3 clusters Score -267485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -267489.468750 Penalty: 818.976562
	Iteration 41Q: 3 clusters Score -267489.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -267492.718750 Penalty: 818.976562
	Iteration 42Q: 3 clusters Score -267492.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -267495.156250 Penalty: 818.976562
	Iteration 43Q: 3 clusters Score -267495.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -267497.375000 Penalty: 818.976562
	Iteration 44Q: 3 clusters Score -267497.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -267498.375000 Penalty: 818.976562
	Iteration 45Q: 3 clusters Score -267498.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -267498.531250 Penalty: 818.976562
	Iteration 46Q: 3 clusters Score -267498.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -267499.312500 Penalty: 818.976562
	Iteration 47Q: 3 clusters Score -267499.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -267500.687500 Penalty: 818.976562
	Iteration 48Q: 3 clusters Score -267500.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -267501.218750 Penalty: 818.976562
	Iteration 49Q: 3 clusters Score -267501.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -267501.218750 Penalty: 818.976562
	Iteration 50F: 3 clusters Score -267501.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Entering Unmasked Estep 
Score: -1169242.500000 Penalty: 477.578644
	Iteration 0F: 2 clusters Score -1169242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -1144935.625000 Penalty: 955.157288
	Iteration 0F: 3 clusters Score -1144936 nChanged 17474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -1155973.500000 Penalty: 955.157288
	Iteration 1F: 3 clusters Score -1155974 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -1157057.125000 Penalty: 955.157288
	Iteration 2F: 3 clusters Score -1157057 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -1158664.750000 Penalty: 955.157288
	Iteration 3F: 3 clusters Score -1158665 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -1160680.750000 Penalty: 955.157288
	Iteration 4F: 3 clusters Score -1160681 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -1162628.375000 Penalty: 955.157288
	Iteration 5F: 3 clusters Score -1162628 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -1163720.500000 Penalty: 955.157288
	Iteration 6F: 3 clusters Score -1163720 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -1164160.375000 Penalty: 955.157288
	Iteration 7Q: 3 clusters Score -1164160 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -1164382.125000 Penalty: 955.157288
	Iteration 8Q: 3 clusters Score -1164382 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -1164576.125000 Penalty: 955.157288
	Iteration 9Q: 3 clusters Score -1164576 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -1164736.125000 Penalty: 955.157288
	Iteration 10Q: 3 clusters Score -1164736 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -1164894.750000 Penalty: 955.157288
	Iteration 11Q: 3 clusters Score -1164895 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -1165067.125000 Penalty: 955.157288
	Iteration 12Q: 3 clusters Score -1165067 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -1165208.250000 Penalty: 955.157288
	Iteration 13Q: 3 clusters Score -1165208 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -1165338.000000 Penalty: 955.157288
	Iteration 14Q: 3 clusters Score -1165338 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -1165461.375000 Penalty: 955.157288
	Iteration 15Q: 3 clusters Score -1165461 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -1165567.125000 Penalty: 955.157288
	Iteration 16Q: 3 clusters Score -1165567 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -1165671.500000 Penalty: 955.157288
	Iteration 17Q: 3 clusters Score -1165672 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -1165734.875000 Penalty: 955.157288
	Iteration 18Q: 3 clusters Score -1165735 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -1165783.000000 Penalty: 955.157288
	Iteration 19Q: 3 clusters Score -1165783 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -1165826.750000 Penalty: 955.157288
	Iteration 20F: 3 clusters Score -1165827 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -1165867.875000 Penalty: 955.157288
	Iteration 21Q: 3 clusters Score -1165868 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 20537 members 
Entering Unmasked Estep 
Score: -1165911.875000 Penalty: 955.157288
	Iteration 22Q: 3 clusters Score -1165912 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -1165960.250000 Penalty: 955.157288
	Iteration 23Q: 3 clusters Score -1165960 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -1165993.875000 Penalty: 955.157288
	Iteration 24Q: 3 clusters Score -1165994 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15000 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -1166017.625000 Penalty: 955.157288
	Iteration 25Q: 3 clusters Score -1166018 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -1166056.125000 Penalty: 955.157288
	Iteration 26Q: 3 clusters Score -1166056 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -1166089.500000 Penalty: 955.157288
	Iteration 27Q: 3 clusters Score -1166090 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -1166120.375000 Penalty: 955.157288
	Iteration 28Q: 3 clusters Score -1166120 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -1166155.625000 Penalty: 955.157288
	Iteration 29Q: 3 clusters Score -1166156 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -1166175.375000 Penalty: 955.157288
	Iteration 30Q: 3 clusters Score -1166175 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -1166195.625000 Penalty: 955.157288
	Iteration 31Q: 3 clusters Score -1166196 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -1166215.125000 Penalty: 955.157288
	Iteration 32Q: 3 clusters Score -1166215 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -1166241.125000 Penalty: 955.157288
	Iteration 33Q: 3 clusters Score -1166241 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -1166266.125000 Penalty: 955.157288
	Iteration 34Q: 3 clusters Score -1166266 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -1166286.750000 Penalty: 955.157288
	Iteration 35Q: 3 clusters Score -1166287 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -1166315.625000 Penalty: 955.157288
	Iteration 36Q: 3 clusters Score -1166316 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -1166341.000000 Penalty: 955.157288
	Iteration 37Q: 3 clusters Score -1166341 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -1166368.875000 Penalty: 955.157288
	Iteration 38Q: 3 clusters Score -1166369 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -1166406.625000 Penalty: 955.157288
	Iteration 39Q: 3 clusters Score -1166407 nChanged 236
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 24242 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1166443 nChanged 226
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1166475 nChanged 230
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Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1166515 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1166550 nChanged 240
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Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1166587 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 25409 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1166620 nChanged 238
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Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1166658 nChanged 253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 25900 members 
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	Iteration 47Q: 3 clusters Score -1166702 nChanged 255
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Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1166749 nChanged 231
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1166798 nChanged 235
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Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1166838 nChanged 254
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Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1166886 nChanged 228
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Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 27103 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1166927 nChanged 227
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Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1166967 nChanged 233
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Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1167017 nChanged 238
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Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1167068 nChanged 233
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Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1167122 nChanged 232
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Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1167172 nChanged 238
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Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1167226 nChanged 256
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Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 28746 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1167293 nChanged 257
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Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 29001 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -1167360 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1167446 nChanged 270
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Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1167523 nChanged 248
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Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 29788 members 
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	Iteration 63Q: 3 clusters Score -1167587 nChanged 261
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Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 30045 members 
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	Iteration 64Q: 3 clusters Score -1167655 nChanged 264
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Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1167727 nChanged 245
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Mstep: Class 1 contains 5629 members 
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	Iteration 66Q: 3 clusters Score -1167792 nChanged 248
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Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 30798 members 
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	Iteration 67Q: 3 clusters Score -1167868 nChanged 228
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Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 31026 members 
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	Iteration 68Q: 3 clusters Score -1167929 nChanged 222
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Mstep: Class 1 contains 4933 members 
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	Iteration 69Q: 3 clusters Score -1167992 nChanged 206
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Mstep: Class 1 contains 4729 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1168046 nChanged 196
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Mstep: Class 1 contains 4535 members 
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	Iteration 71Q: 3 clusters Score -1168102 nChanged 190
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Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 31834 members 
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	Iteration 72Q: 3 clusters Score -1168149 nChanged 170
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Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1168202 nChanged 159
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Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 32157 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1168231 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1168264 nChanged 140
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Mstep: Class 1 contains 3746 members 
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	Iteration 76Q: 3 clusters Score -1168297 nChanged 133
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Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 32566 members 
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	Iteration 77Q: 3 clusters Score -1168324 nChanged 125
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Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 32691 members 
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	Iteration 78Q: 3 clusters Score -1168349 nChanged 113
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Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 32804 members 
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	Iteration 79Q: 3 clusters Score -1168368 nChanged 115
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Mstep: Class 1 contains 3260 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1168394 nChanged 107
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Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1168416 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 33121 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1168436 nChanged 80
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Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1168451 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1168470 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2808 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1168485 nChanged 82
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Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1168501 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2653 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1168512 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2577 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1168525 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1168542 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1168558 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1168579 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1168597 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1168612 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 34030 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1168629 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 34100 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1168643 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 34157 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1168654 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 34209 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1168662 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 34248 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1168663 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1168673 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1168678 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1168686 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1168692 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 34425 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1168697 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1168702 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 34481 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1168708 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1168708 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1168714 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 34583 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1168722 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1168726 nChanged 38
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Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 34648 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1168732 nChanged 26
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Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 34674 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1168733 nChanged 28
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Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1168738 nChanged 27
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Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1168740 nChanged 17
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Mstep: Class 1 contains 1435 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1168746 nChanged 20
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Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1168746 nChanged 29
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Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1168754 nChanged 29
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Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 34816 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1168758 nChanged 17
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Mstep: Class 1 contains 1346 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1168761 nChanged 17
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Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 34850 members 
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	Iteration 119Q: 3 clusters Score -1168766 nChanged 26
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Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1168768 nChanged 27
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Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 34903 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1168772 nChanged 27
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Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1168774 nChanged 31
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Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1168781 nChanged 30
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Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 34989 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1168785 nChanged 26
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Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1168787 nChanged 32
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Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 35043 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1168801 nChanged 29
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Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1168810 nChanged 30
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Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -1168814 nChanged 29
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Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1168820 nChanged 24
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Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 35137 members 
Entering Unmasked Estep 
Score: -1168823.500000 Penalty: 955.157288
	Iteration 130Q: 3 clusters Score -1168824 nChanged 18
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Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -1168826.875000 Penalty: 955.157288
	Iteration 131Q: 3 clusters Score -1168827 nChanged 22
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Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1168827 nChanged 18
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Mstep: Class 1 contains 990 members 
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Entering Unmasked Estep 
Score: -1168828.875000 Penalty: 955.157288
	Iteration 133Q: 3 clusters Score -1168829 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -1168827.625000 Penalty: 955.157288
	Iteration 134Q: 3 clusters Score -1168828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 35210 members 
Entering Unmasked Estep 
Score: -1168832.375000 Penalty: 955.157288
	Iteration 135Q: 3 clusters Score -1168832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -1168837.125000 Penalty: 955.157288
	Iteration 136Q: 3 clusters Score -1168837 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 35233 members 
Entering Unmasked Estep 
Score: -1168839.000000 Penalty: 955.157288
	Iteration 137Q: 3 clusters Score -1168839 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 35247 members 
Entering Unmasked Estep 
Score: -1168841.250000 Penalty: 955.157288
	Iteration 138Q: 3 clusters Score -1168841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 35254 members 
Entering Unmasked Estep 
Score: -1168843.000000 Penalty: 955.157288
	Iteration 139Q: 3 clusters Score -1168843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -1168846.750000 Penalty: 955.157288
	Iteration 140F: 3 clusters Score -1168847 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -1168848.125000 Penalty: 955.157288
	Iteration 141Q: 3 clusters Score -1168848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -1168848.375000 Penalty: 955.157288
	Iteration 142Q: 3 clusters Score -1168848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -1168849.375000 Penalty: 955.157288
	Iteration 143Q: 3 clusters Score -1168849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -1168849.375000 Penalty: 955.157288
	Iteration 144Q: 3 clusters Score -1168849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -1168849.375000 Penalty: 955.157288
	Iteration 145Q: 3 clusters Score -1168849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -1168851.000000 Penalty: 955.157288
	Iteration 146Q: 3 clusters Score -1168851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -1168851.375000 Penalty: 955.157288
	Iteration 147Q: 3 clusters Score -1168851 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 35316 members 
Entering Unmasked Estep 
Score: -1168854.875000 Penalty: 955.157288
	Iteration 148Q: 3 clusters Score -1168855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -1168858.375000 Penalty: 955.157288
	Iteration 149Q: 3 clusters Score -1168858 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -1168860.000000 Penalty: 955.157288
	Iteration 150Q: 3 clusters Score -1168860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -1168861.875000 Penalty: 955.157288
	Iteration 151Q: 3 clusters Score -1168862 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -1168865.625000 Penalty: 955.157288
	Iteration 152Q: 3 clusters Score -1168866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -1168872.000000 Penalty: 955.157288
	Iteration 153Q: 3 clusters Score -1168872 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -1168874.375000 Penalty: 955.157288
	Iteration 154Q: 3 clusters Score -1168874 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 35411 members 
Entering Unmasked Estep 
Score: -1168875.625000 Penalty: 955.157288
	Iteration 155Q: 3 clusters Score -1168876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -1168876.750000 Penalty: 955.157288
	Iteration 156Q: 3 clusters Score -1168877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -1168877.875000 Penalty: 955.157288
	Iteration 157Q: 3 clusters Score -1168878 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -1168878.000000 Penalty: 955.157288
	Iteration 158Q: 3 clusters Score -1168878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 35438 members 
Entering Unmasked Estep 
Score: -1168881.625000 Penalty: 955.157288
	Iteration 159Q: 3 clusters Score -1168882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -1168883.250000 Penalty: 955.157288
	Iteration 160F: 3 clusters Score -1168883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 35446 members 
Entering Unmasked Estep 
Score: -1168882.250000 Penalty: 955.157288
	Iteration 161Q: 3 clusters Score -1168882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -1168881.750000 Penalty: 955.157288
	Iteration 162Q: 3 clusters Score -1168882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -1168881.500000 Penalty: 955.157288
	Iteration 163Q: 3 clusters Score -1168882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -1168881.250000 Penalty: 955.157288
	Iteration 164Q: 3 clusters Score -1168881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -1168882.375000 Penalty: 955.157288
	Iteration 165Q: 3 clusters Score -1168882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -1168883.000000 Penalty: 955.157288
	Iteration 166Q: 3 clusters Score -1168883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -1168882.250000 Penalty: 955.157288
	Iteration 167Q: 3 clusters Score -1168882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -1168882.625000 Penalty: 955.157288
	Iteration 168Q: 3 clusters Score -1168883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35456 members 
Entering Unmasked Estep 
Score: -1168883.125000 Penalty: 955.157288
	Iteration 169Q: 3 clusters Score -1168883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -1168884.375000 Penalty: 955.157288
	Iteration 170Q: 3 clusters Score -1168884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 35455 members 
Entering Unmasked Estep 
Score: -1168884.375000 Penalty: 955.157288
	Iteration 171F: 3 clusters Score -1168884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Entering Unmasked Estep 
Score: -490910.656250 Penalty: 437.071045
	Iteration 0F: 2 clusters Score -490910.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -481057.875000 Penalty: 874.142090
	Iteration 0F: 3 clusters Score -481057.9 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -485652.812500 Penalty: 874.142090
	Iteration 1F: 3 clusters Score -485652.8 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -486340.875000 Penalty: 874.142090
	Iteration 2F: 3 clusters Score -486340.9 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -487211.968750 Penalty: 874.142090
	Iteration 3F: 3 clusters Score -487212 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -488189.843750 Penalty: 874.142090
	Iteration 4F: 3 clusters Score -488189.8 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -489059.218750 Penalty: 874.142090
	Iteration 5F: 3 clusters Score -489059.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -489635.750000 Penalty: 874.142090
	Iteration 6Q: 3 clusters Score -489635.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -490034.531250 Penalty: 874.142090
	Iteration 7Q: 3 clusters Score -490034.5 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -490264.906250 Penalty: 874.142090
	Iteration 8Q: 3 clusters Score -490264.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -490367.343750 Penalty: 874.142090
	Iteration 9Q: 3 clusters Score -490367.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -490422.312500 Penalty: 874.142090
	Iteration 10Q: 3 clusters Score -490422.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -490460.406250 Penalty: 874.142090
	Iteration 11Q: 3 clusters Score -490460.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -490491.812500 Penalty: 874.142090
	Iteration 12Q: 3 clusters Score -490491.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -490507.218750 Penalty: 874.142090
	Iteration 13Q: 3 clusters Score -490507.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -490520.156250 Penalty: 874.142090
	Iteration 14Q: 3 clusters Score -490520.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -490531.406250 Penalty: 874.142090
	Iteration 15Q: 3 clusters Score -490531.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -490538.906250 Penalty: 874.142090
	Iteration 16Q: 3 clusters Score -490538.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -490547.343750 Penalty: 874.142090
	Iteration 17Q: 3 clusters Score -490547.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -490548.406250 Penalty: 874.142090
	Iteration 18Q: 3 clusters Score -490548.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -490548.375000 Penalty: 874.142090
	Iteration 19Q: 3 clusters Score -490548.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -490548.500000 Penalty: 874.142090
	Iteration 20F: 3 clusters Score -490548.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Entering Unmasked Estep 
Score: -6675.233887 Penalty: 262.742096
	Iteration 0F: 2 clusters Score -6675.234 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6331.776367 Penalty: 525.484192
	Iteration 0F: 3 clusters Score -6331.776 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6484.226074 Penalty: 525.484192
	Iteration 1F: 3 clusters Score -6484.226 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6526.588867 Penalty: 525.484192
	Iteration 2F: 3 clusters Score -6526.589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6556.385254 Penalty: 525.484192
	Iteration 3F: 3 clusters Score -6556.385 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6563.621582 Penalty: 525.484192
	Iteration 4Q: 3 clusters Score -6563.622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6568.348145 Penalty: 525.484192
	Iteration 5Q: 3 clusters Score -6568.348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6569.613770 Penalty: 525.484192
	Iteration 6Q: 3 clusters Score -6569.614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6571.398926 Penalty: 525.484192
	Iteration 7Q: 3 clusters Score -6571.399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6572.529785 Penalty: 525.484192
	Iteration 8Q: 3 clusters Score -6572.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6572.529785 Penalty: 525.484192
	Iteration 9F: 3 clusters Score -6572.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Entering Unmasked Estep 
Score: -99547.632812 Penalty: 367.509735
	Iteration 0F: 2 clusters Score -99547.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -97381.148438 Penalty: 735.019470
	Iteration 0F: 3 clusters Score -97381.15 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -98177.671875 Penalty: 735.019470
	Iteration 1F: 3 clusters Score -98177.67 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -98276.125000 Penalty: 735.019470
	Iteration 2F: 3 clusters Score -98276.12 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -98344.390625 Penalty: 735.019470
	Iteration 3F: 3 clusters Score -98344.39 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -98392.031250 Penalty: 735.019470
	Iteration 4Q: 3 clusters Score -98392.03 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -98422.187500 Penalty: 735.019470
	Iteration 5Q: 3 clusters Score -98422.19 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -98436.453125 Penalty: 735.019470
	Iteration 6Q: 3 clusters Score -98436.45 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -98448.882812 Penalty: 735.019470
	Iteration 7Q: 3 clusters Score -98448.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -98462.796875 Penalty: 735.019470
	Iteration 8Q: 3 clusters Score -98462.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -98477.132812 Penalty: 735.019470
	Iteration 9Q: 3 clusters Score -98477.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -98489.335938 Penalty: 735.019470
	Iteration 10Q: 3 clusters Score -98489.34 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -98501.187500 Penalty: 735.019470
	Iteration 11Q: 3 clusters Score -98501.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -98515.734375 Penalty: 735.019470
	Iteration 12Q: 3 clusters Score -98515.73 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -98526.445312 Penalty: 735.019470
	Iteration 13Q: 3 clusters Score -98526.45 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -98536.851562 Penalty: 735.019470
	Iteration 14Q: 3 clusters Score -98536.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -98550.898438 Penalty: 735.019470
	Iteration 15Q: 3 clusters Score -98550.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -98564.187500 Penalty: 735.019470
	Iteration 16Q: 3 clusters Score -98564.19 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -98574.546875 Penalty: 735.019470
	Iteration 17Q: 3 clusters Score -98574.55 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -98582.195312 Penalty: 735.019470
	Iteration 18Q: 3 clusters Score -98582.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -98589.234375 Penalty: 735.019470
	Iteration 19Q: 3 clusters Score -98589.23 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -98595.328125 Penalty: 735.019470
	Iteration 20F: 3 clusters Score -98595.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -98602.156250 Penalty: 735.019470
	Iteration 21Q: 3 clusters Score -98602.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -98611.054688 Penalty: 735.019470
	Iteration 22Q: 3 clusters Score -98611.05 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -98621.093750 Penalty: 735.019470
	Iteration 23Q: 3 clusters Score -98621.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -98643.507812 Penalty: 735.019470
	Iteration 24Q: 3 clusters Score -98643.51 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -98676.078125 Penalty: 735.019470
	Iteration 25Q: 3 clusters Score -98676.08 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -98720.851562 Penalty: 735.019470
	Iteration 26Q: 3 clusters Score -98720.85 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -98756.445312 Penalty: 735.019470
	Iteration 27Q: 3 clusters Score -98756.45 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -98795.695312 Penalty: 735.019470
	Iteration 28Q: 3 clusters Score -98795.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -98839.171875 Penalty: 735.019470
	Iteration 29Q: 3 clusters Score -98839.17 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -98886.570312 Penalty: 735.019470
	Iteration 30Q: 3 clusters Score -98886.57 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -98926.250000 Penalty: 735.019470
	Iteration 31Q: 3 clusters Score -98926.25 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -98953.140625 Penalty: 735.019470
	Iteration 32Q: 3 clusters Score -98953.14 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -98970.500000 Penalty: 735.019470
	Iteration 33Q: 3 clusters Score -98970.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -98981.320312 Penalty: 735.019470
	Iteration 34Q: 3 clusters Score -98981.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -98990.273438 Penalty: 735.019470
	Iteration 35Q: 3 clusters Score -98990.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -99001.820312 Penalty: 735.019470
	Iteration 36Q: 3 clusters Score -99001.82 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -99012.140625 Penalty: 735.019470
	Iteration 37Q: 3 clusters Score -99012.14 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -99021.382812 Penalty: 735.019470
	Iteration 38Q: 3 clusters Score -99021.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -99028.648438 Penalty: 735.019470
	Iteration 39Q: 3 clusters Score -99028.65 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -99035.421875 Penalty: 735.019470
	Iteration 40F: 3 clusters Score -99035.42 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -99042.851562 Penalty: 735.019470
	Iteration 41Q: 3 clusters Score -99042.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -99044.921875 Penalty: 735.019470
	Iteration 42Q: 3 clusters Score -99044.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -99048.445312 Penalty: 735.019470
	Iteration 43Q: 3 clusters Score -99048.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -99050.695312 Penalty: 735.019470
	Iteration 44Q: 3 clusters Score -99050.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -99054.257812 Penalty: 735.019470
	Iteration 45Q: 3 clusters Score -99054.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -99056.117188 Penalty: 735.019470
	Iteration 46Q: 3 clusters Score -99056.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -99056.796875 Penalty: 735.019470
	Iteration 47Q: 3 clusters Score -99056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -99057.398438 Penalty: 735.019470
	Iteration 48Q: 3 clusters Score -99057.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -99057.890625 Penalty: 735.019470
	Iteration 49Q: 3 clusters Score -99057.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -99058.554688 Penalty: 735.019470
	Iteration 50Q: 3 clusters Score -99058.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -99059.375000 Penalty: 735.019470
	Iteration 51Q: 3 clusters Score -99059.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -99059.398438 Penalty: 735.019470
	Iteration 52Q: 3 clusters Score -99059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -99059.585938 Penalty: 735.019470
	Iteration 53Q: 3 clusters Score -99059.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -99059.734375 Penalty: 735.019470
	Iteration 54Q: 3 clusters Score -99059.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -99059.734375 Penalty: 735.019470
	Iteration 55F: 3 clusters Score -99059.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Entering Unmasked Estep 
Score: -125902.000000 Penalty: 380.563934
	Iteration 0F: 2 clusters Score -125902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -122990.039062 Penalty: 761.127869
	Iteration 0F: 3 clusters Score -122990 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -124104.328125 Penalty: 761.127869
	Iteration 1F: 3 clusters Score -124104.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -124288.437500 Penalty: 761.127869
	Iteration 2F: 3 clusters Score -124288.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -124472.062500 Penalty: 761.127869
	Iteration 3F: 3 clusters Score -124472.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -124654.726562 Penalty: 761.127869
	Iteration 4F: 3 clusters Score -124654.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -124793.640625 Penalty: 761.127869
	Iteration 5F: 3 clusters Score -124793.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -124917.968750 Penalty: 761.127869
	Iteration 6F: 3 clusters Score -124918 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -125051.671875 Penalty: 761.127869
	Iteration 7Q: 3 clusters Score -125051.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -125172.687500 Penalty: 761.127869
	Iteration 8Q: 3 clusters Score -125172.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -125243.804688 Penalty: 761.127869
	Iteration 9Q: 3 clusters Score -125243.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -125286.367188 Penalty: 761.127869
	Iteration 10Q: 3 clusters Score -125286.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -125322.367188 Penalty: 761.127869
	Iteration 11Q: 3 clusters Score -125322.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -125356.656250 Penalty: 761.127869
	Iteration 12Q: 3 clusters Score -125356.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -125402.273438 Penalty: 761.127869
	Iteration 13Q: 3 clusters Score -125402.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -125440.507812 Penalty: 761.127869
	Iteration 14Q: 3 clusters Score -125440.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -125464.304688 Penalty: 761.127869
	Iteration 15Q: 3 clusters Score -125464.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -125484.578125 Penalty: 761.127869
	Iteration 16Q: 3 clusters Score -125484.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -125498.929688 Penalty: 761.127869
	Iteration 17Q: 3 clusters Score -125498.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -125508.062500 Penalty: 761.127869
	Iteration 18Q: 3 clusters Score -125508.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -125515.734375 Penalty: 761.127869
	Iteration 19Q: 3 clusters Score -125515.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -125523.375000 Penalty: 761.127869
	Iteration 20F: 3 clusters Score -125523.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -125530.015625 Penalty: 761.127869
	Iteration 21Q: 3 clusters Score -125530 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -125539.000000 Penalty: 761.127869
	Iteration 22Q: 3 clusters Score -125539 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -125549.750000 Penalty: 761.127869
	Iteration 23Q: 3 clusters Score -125549.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -125555.851562 Penalty: 761.127869
	Iteration 24Q: 3 clusters Score -125555.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -125559.179688 Penalty: 761.127869
	Iteration 25Q: 3 clusters Score -125559.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -125562.046875 Penalty: 761.127869
	Iteration 26Q: 3 clusters Score -125562 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -125565.226562 Penalty: 761.127869
	Iteration 27Q: 3 clusters Score -125565.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -125566.929688 Penalty: 761.127869
	Iteration 28Q: 3 clusters Score -125566.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -125569.117188 Penalty: 761.127869
	Iteration 29Q: 3 clusters Score -125569.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -125571.242188 Penalty: 761.127869
	Iteration 30Q: 3 clusters Score -125571.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -125573.742188 Penalty: 761.127869
	Iteration 31Q: 3 clusters Score -125573.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -125574.875000 Penalty: 761.127869
	Iteration 32Q: 3 clusters Score -125574.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -125576.367188 Penalty: 761.127869
	Iteration 33Q: 3 clusters Score -125576.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -125578.789062 Penalty: 761.127869
	Iteration 34Q: 3 clusters Score -125578.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -125581.765625 Penalty: 761.127869
	Iteration 35Q: 3 clusters Score -125581.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -125584.398438 Penalty: 761.127869
	Iteration 36Q: 3 clusters Score -125584.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -125587.085938 Penalty: 761.127869
	Iteration 37Q: 3 clusters Score -125587.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -125590.914062 Penalty: 761.127869
	Iteration 38Q: 3 clusters Score -125590.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -125593.875000 Penalty: 761.127869
	Iteration 39Q: 3 clusters Score -125593.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -125594.656250 Penalty: 761.127869
	Iteration 40F: 3 clusters Score -125594.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -125595.218750 Penalty: 761.127869
	Iteration 41Q: 3 clusters Score -125595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -125595.406250 Penalty: 761.127869
	Iteration 42Q: 3 clusters Score -125595.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -125596.039062 Penalty: 761.127869
	Iteration 43Q: 3 clusters Score -125596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -125596.945312 Penalty: 761.127869
	Iteration 44Q: 3 clusters Score -125596.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -125597.195312 Penalty: 761.127869
	Iteration 45Q: 3 clusters Score -125597.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -125597.125000 Penalty: 761.127869
	Iteration 46Q: 3 clusters Score -125597.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -125597.406250 Penalty: 761.127869
	Iteration 47Q: 3 clusters Score -125597.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -125597.453125 Penalty: 761.127869
	Iteration 48Q: 3 clusters Score -125597.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -125598.171875 Penalty: 761.127869
	Iteration 49Q: 3 clusters Score -125598.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -125598.718750 Penalty: 761.127869
	Iteration 50Q: 3 clusters Score -125598.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -125599.343750 Penalty: 761.127869
	Iteration 51Q: 3 clusters Score -125599.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -125600.023438 Penalty: 761.127869
	Iteration 52Q: 3 clusters Score -125600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -125601.031250 Penalty: 761.127869
	Iteration 53Q: 3 clusters Score -125601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -125601.312500 Penalty: 761.127869
	Iteration 54Q: 3 clusters Score -125601.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -125601.312500 Penalty: 761.127869
	Iteration 55F: 3 clusters Score -125601.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Entering Unmasked Estep 
Score: -255778.828125 Penalty: 405.394806
	Iteration 0F: 2 clusters Score -255778.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -250821.546875 Penalty: 810.789612
	Iteration 0F: 3 clusters Score -250821.5 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -252641.562500 Penalty: 810.789612
	Iteration 1F: 3 clusters Score -252641.6 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -252779.125000 Penalty: 810.789612
	Iteration 2Q: 3 clusters Score -252779.1 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -252941.421875 Penalty: 810.789612
	Iteration 3F: 3 clusters Score -252941.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -253112.953125 Penalty: 810.789612
	Iteration 4F: 3 clusters Score -253113 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -253329.437500 Penalty: 810.789612
	Iteration 5F: 3 clusters Score -253329.4 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -253615.562500 Penalty: 810.789612
	Iteration 6F: 3 clusters Score -253615.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -253912.156250 Penalty: 810.789612
	Iteration 7F: 3 clusters Score -253912.2 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -254254.406250 Penalty: 810.789612
	Iteration 8F: 3 clusters Score -254254.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -254522.000000 Penalty: 810.789612
	Iteration 9Q: 3 clusters Score -254522 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -254640.859375 Penalty: 810.789612
	Iteration 10Q: 3 clusters Score -254640.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -254734.296875 Penalty: 810.789612
	Iteration 11Q: 3 clusters Score -254734.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -254803.171875 Penalty: 810.789612
	Iteration 12Q: 3 clusters Score -254803.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -254862.656250 Penalty: 810.789612
	Iteration 13Q: 3 clusters Score -254862.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -254924.593750 Penalty: 810.789612
	Iteration 14Q: 3 clusters Score -254924.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -254980.578125 Penalty: 810.789612
	Iteration 15Q: 3 clusters Score -254980.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -255032.875000 Penalty: 810.789612
	Iteration 16Q: 3 clusters Score -255032.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -255081.015625 Penalty: 810.789612
	Iteration 17Q: 3 clusters Score -255081 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -255146.453125 Penalty: 810.789612
	Iteration 18Q: 3 clusters Score -255146.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -255205.609375 Penalty: 810.789612
	Iteration 19Q: 3 clusters Score -255205.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -255255.671875 Penalty: 810.789612
	Iteration 20F: 3 clusters Score -255255.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -255300.578125 Penalty: 810.789612
	Iteration 21Q: 3 clusters Score -255300.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -255331.203125 Penalty: 810.789612
	Iteration 22Q: 3 clusters Score -255331.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -255352.343750 Penalty: 810.789612
	Iteration 23Q: 3 clusters Score -255352.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -255367.937500 Penalty: 810.789612
	Iteration 24Q: 3 clusters Score -255367.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -255380.203125 Penalty: 810.789612
	Iteration 25Q: 3 clusters Score -255380.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -255391.437500 Penalty: 810.789612
	Iteration 26Q: 3 clusters Score -255391.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -255398.218750 Penalty: 810.789612
	Iteration 27Q: 3 clusters Score -255398.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -255401.609375 Penalty: 810.789612
	Iteration 28Q: 3 clusters Score -255401.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -255402.859375 Penalty: 810.789612
	Iteration 29Q: 3 clusters Score -255402.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -255404.359375 Penalty: 810.789612
	Iteration 30Q: 3 clusters Score -255404.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -255406.562500 Penalty: 810.789612
	Iteration 31Q: 3 clusters Score -255406.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -255408.281250 Penalty: 810.789612
	Iteration 32Q: 3 clusters Score -255408.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -255409.031250 Penalty: 810.789612
	Iteration 33Q: 3 clusters Score -255409 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -255410.593750 Penalty: 810.789612
	Iteration 34Q: 3 clusters Score -255410.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -255411.937500 Penalty: 810.789612
	Iteration 35Q: 3 clusters Score -255411.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -255413.093750 Penalty: 810.789612
	Iteration 36Q: 3 clusters Score -255413.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -255413.734375 Penalty: 810.789612
	Iteration 37Q: 3 clusters Score -255413.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -255414.953125 Penalty: 810.789612
	Iteration 38Q: 3 clusters Score -255415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -255416.718750 Penalty: 810.789612
	Iteration 39Q: 3 clusters Score -255416.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -255417.125000 Penalty: 810.789612
	Iteration 40F: 3 clusters Score -255417.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -255418.046875 Penalty: 810.789612
	Iteration 41Q: 3 clusters Score -255418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -255419.187500 Penalty: 810.789612
	Iteration 42Q: 3 clusters Score -255419.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -255419.546875 Penalty: 810.789612
	Iteration 43Q: 3 clusters Score -255419.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -255420.437500 Penalty: 810.789612
	Iteration 44Q: 3 clusters Score -255420.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -255421.093750 Penalty: 810.789612
	Iteration 45Q: 3 clusters Score -255421.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -255421.484375 Penalty: 810.789612
	Iteration 46Q: 3 clusters Score -255421.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -255422.515625 Penalty: 810.789612
	Iteration 47Q: 3 clusters Score -255422.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -255422.687500 Penalty: 810.789612
	Iteration 48Q: 3 clusters Score -255422.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -255423.546875 Penalty: 810.789612
	Iteration 49Q: 3 clusters Score -255423.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -255423.296875 Penalty: 810.789612
	Iteration 50Q: 3 clusters Score -255423.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -255422.921875 Penalty: 810.789612
	Iteration 51Q: 3 clusters Score -255422.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -255422.968750 Penalty: 810.789612
	Iteration 52Q: 3 clusters Score -255423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -255423.046875 Penalty: 810.789612
	Iteration 53Q: 3 clusters Score -255423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -255423.390625 Penalty: 810.789612
	Iteration 54Q: 3 clusters Score -255423.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -255424.015625 Penalty: 810.789612
	Iteration 55Q: 3 clusters Score -255424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -255424.187500 Penalty: 810.789612
	Iteration 56Q: 3 clusters Score -255424.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -255425.609375 Penalty: 810.789612
	Iteration 57Q: 3 clusters Score -255425.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -255428.250000 Penalty: 810.789612
	Iteration 58Q: 3 clusters Score -255428.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -255428.359375 Penalty: 810.789612
	Iteration 59Q: 3 clusters Score -255428.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -255429.140625 Penalty: 810.789612
	Iteration 60F: 3 clusters Score -255429.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -255429.296875 Penalty: 810.789612
	Iteration 61Q: 3 clusters Score -255429.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -255429.937500 Penalty: 810.789612
	Iteration 62Q: 3 clusters Score -255429.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -255430.437500 Penalty: 810.789612
	Iteration 63Q: 3 clusters Score -255430.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -255431.593750 Penalty: 810.789612
	Iteration 64Q: 3 clusters Score -255431.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -255431.843750 Penalty: 810.789612
	Iteration 65Q: 3 clusters Score -255431.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -255433.140625 Penalty: 810.789612
	Iteration 66Q: 3 clusters Score -255433.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -255433.718750 Penalty: 810.789612
	Iteration 67Q: 3 clusters Score -255433.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -255434.187500 Penalty: 810.789612
	Iteration 68Q: 3 clusters Score -255434.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -255434.234375 Penalty: 810.789612
	Iteration 69Q: 3 clusters Score -255434.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -255435.000000 Penalty: 810.789612
	Iteration 70Q: 3 clusters Score -255435 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -255435.546875 Penalty: 810.789612
	Iteration 71Q: 3 clusters Score -255435.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -255435.546875 Penalty: 810.789612
	Iteration 72F: 3 clusters Score -255435.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 4937 members 
Mstep: Class 3 contains 21681 members 
Mstep: Class 4 contains 4877 members 
Mstep: Class 5 contains 2031 members 
Mstep: Class 6 contains 2689 members 
Mstep: Class 7 contains 121058 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 6845 members 
Mstep: Class 10 contains 150549 members 
Mstep: Class 11 contains 52909 members 
Mstep: Class 12 contains 6728 members 
Mstep: Class 13 contains 24180 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8253 members 
Mstep: Class 17 contains 5118 members 
Mstep: Class 18 contains 8101 members 
Mstep: Class 19 contains 36179 members 
Mstep: Class 20 contains 14853 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3220 members 
Mstep: Class 23 contains 4290 members 
Mstep: Class 24 contains 7404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736127.000000 Penalty: 14378.957031
Iteration 359Q: 25 clusters Score -1.573613e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 4939 members 
Mstep: Class 3 contains 21635 members 
Mstep: Class 4 contains 4888 members 
Mstep: Class 5 contains 2035 members 
Mstep: Class 6 contains 2678 members 
Mstep: Class 7 contains 121064 members 
Mstep: Class 8 contains 2805 members 
Mstep: Class 9 contains 6858 members 
Mstep: Class 10 contains 150545 members 
Mstep: Class 11 contains 52856 members 
Mstep: Class 12 contains 6722 members 
Mstep: Class 13 contains 24188 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8221 members 
Mstep: Class 17 contains 5096 members 
Mstep: Class 18 contains 8095 members 
Mstep: Class 19 contains 36206 members 
Mstep: Class 20 contains 14855 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3222 members 
Mstep: Class 23 contains 4302 members 
Mstep: Class 24 contains 7498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736157.000000 Penalty: 14378.957031
Iteration 360F: 25 clusters Score -1.573616e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30085 members 
Mstep: Class 2 contains 4941 members 
Mstep: Class 3 contains 21601 members 
Mstep: Class 4 contains 4901 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 2671 members 
Mstep: Class 7 contains 121058 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 6860 members 
Mstep: Class 10 contains 150533 members 
Mstep: Class 11 contains 52782 members 
Mstep: Class 12 contains 6721 members 
Mstep: Class 13 contains 24196 members 
Mstep: Class 14 contains 2075 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8205 members 
Mstep: Class 17 contains 5079 members 
Mstep: Class 18 contains 8088 members 
Mstep: Class 19 contains 36236 members 
Mstep: Class 20 contains 14857 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3226 members 
Mstep: Class 23 contains 4312 members 
Mstep: Class 24 contains 7600 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736161.000000 Penalty: 14378.957031
Iteration 361Q: 25 clusters Score -1.573616e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 4944 members 
Mstep: Class 3 contains 21573 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 2042 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 121060 members 
Mstep: Class 8 contains 2801 members 
Mstep: Class 9 contains 6864 members 
Mstep: Class 10 contains 150522 members 
Mstep: Class 11 contains 52710 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 24211 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8192 members 
Mstep: Class 17 contains 5055 members 
Mstep: Class 18 contains 8081 members 
Mstep: Class 19 contains 36275 members 
Mstep: Class 20 contains 14863 members 
Mstep: Class 21 contains 322 members 
Mstep: Class 22 contains 3228 members 
Mstep: Class 23 contains 4315 members 
Mstep: Class 24 contains 7704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736218.000000 Penalty: 14378.957031
Iteration 362Q: 25 clusters Score -1.573622e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 4948 members 
Mstep: Class 3 contains 21541 members 
Mstep: Class 4 contains 4917 members 
Mstep: Class 5 contains 2041 members 
Mstep: Class 6 contains 2664 members 
Mstep: Class 7 contains 121077 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 150515 members 
Mstep: Class 11 contains 52630 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 24225 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8181 members 
Mstep: Class 17 contains 5029 members 
Mstep: Class 18 contains 8073 members 
Mstep: Class 19 contains 36311 members 
Mstep: Class 20 contains 14867 members 
Mstep: Class 21 contains 323 members 
Mstep: Class 22 contains 3229 members 
Mstep: Class 23 contains 4316 members 
Mstep: Class 24 contains 7804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736271.000000 Penalty: 14378.957031
Iteration 363Q: 25 clusters Score -1.573627e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30042 members 
Mstep: Class 2 contains 4950 members 
Mstep: Class 3 contains 21527 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 2041 members 
Mstep: Class 6 contains 2659 members 
Mstep: Class 7 contains 121110 members 
Mstep: Class 8 contains 2791 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 150510 members 
Mstep: Class 11 contains 52543 members 
Mstep: Class 12 contains 6726 members 
Mstep: Class 13 contains 24225 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8172 members 
Mstep: Class 17 contains 4990 members 
Mstep: Class 18 contains 8064 members 
Mstep: Class 19 contains 36340 members 
Mstep: Class 20 contains 14868 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3232 members 
Mstep: Class 23 contains 4318 members 
Mstep: Class 24 contains 7897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736242.000000 Penalty: 14378.957031
Iteration 364Q: 25 clusters Score -1.573624e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30028 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 21509 members 
Mstep: Class 4 contains 4931 members 
Mstep: Class 5 contains 2042 members 
Mstep: Class 6 contains 2654 members 
Mstep: Class 7 contains 121134 members 
Mstep: Class 8 contains 2795 members 
Mstep: Class 9 contains 6869 members 
Mstep: Class 10 contains 150504 members 
Mstep: Class 11 contains 52481 members 
Mstep: Class 12 contains 6732 members 
Mstep: Class 13 contains 24221 members 
Mstep: Class 14 contains 2070 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 16 contains 8165 members 
Mstep: Class 17 contains 4952 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 36376 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3231 members 
Mstep: Class 23 contains 4319 members 
Mstep: Class 24 contains 7972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736292.000000 Penalty: 14378.957031
Iteration 365Q: 25 clusters Score -1.573629e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 4951 members 
Mstep: Class 3 contains 21474 members 
Mstep: Class 4 contains 4936 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2653 members 
Mstep: Class 7 contains 121137 members 
Mstep: Class 8 contains 2799 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 150500 members 
Mstep: Class 11 contains 52444 members 
Mstep: Class 12 contains 6737 members 
Mstep: Class 13 contains 24217 members 
Mstep: Class 14 contains 2070 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 16 contains 8166 members 
Mstep: Class 17 contains 4911 members 
Mstep: Class 18 contains 8058 members 
Mstep: Class 19 contains 36419 members 
Mstep: Class 20 contains 14877 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3231 members 
Mstep: Class 23 contains 4321 members 
Mstep: Class 24 contains 8042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736255.000000 Penalty: 14378.957031
Iteration 366Q: 25 clusters Score -1.573626e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 4951 members 
Mstep: Class 3 contains 21442 members 
Mstep: Class 4 contains 4946 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 2651 members 
Mstep: Class 7 contains 121140 members 
Mstep: Class 8 contains 2797 members 
Mstep: Class 9 contains 6869 members 
Mstep: Class 10 contains 150504 members 
Mstep: Class 11 contains 52382 members 
Mstep: Class 12 contains 6735 members 
Mstep: Class 13 contains 24219 members 
Mstep: Class 14 contains 2069 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 16 contains 8162 members 
Mstep: Class 17 contains 4876 members 
Mstep: Class 18 contains 8061 members 
Mstep: Class 19 contains 36453 members 
Mstep: Class 20 contains 14879 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3231 members 
Mstep: Class 23 contains 4325 members 
Mstep: Class 24 contains 8115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736268.000000 Penalty: 14378.957031
Iteration 367Q: 25 clusters Score -1.573627e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 4951 members 
Mstep: Class 3 contains 21413 members 
Mstep: Class 4 contains 4956 members 
Mstep: Class 5 contains 2048 members 
Mstep: Class 6 contains 2651 members 
Mstep: Class 7 contains 121143 members 
Mstep: Class 8 contains 2797 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 10 contains 150505 members 
Mstep: Class 11 contains 52300 members 
Mstep: Class 12 contains 6733 members 
Mstep: Class 13 contains 24216 members 
Mstep: Class 14 contains 2068 members 
Mstep: Class 15 contains 1892 members 
Mstep: Class 16 contains 8164 members 
Mstep: Class 17 contains 4846 members 
Mstep: Class 18 contains 8061 members 
Mstep: Class 19 contains 36477 members 
Mstep: Class 20 contains 14880 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3234 members 
Mstep: Class 23 contains 4333 members 
Mstep: Class 24 contains 8206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736232.000000 Penalty: 14378.957031
Iteration 368Q: 25 clusters Score -1.573623e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 4949 members 
Mstep: Class 3 contains 21382 members 
Mstep: Class 4 contains 4970 members 
Mstep: Class 5 contains 2048 members 
Mstep: Class 6 contains 2649 members 
Mstep: Class 7 contains 121151 members 
Mstep: Class 8 contains 2798 members 
Mstep: Class 9 contains 6868 members 
Mstep: Class 10 contains 150507 members 
Mstep: Class 11 contains 52231 members 
Mstep: Class 12 contains 6731 members 
Mstep: Class 13 contains 24211 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 8170 members 
Mstep: Class 17 contains 4823 members 
Mstep: Class 18 contains 8069 members 
Mstep: Class 19 contains 36489 members 
Mstep: Class 20 contains 14878 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3235 members 
Mstep: Class 23 contains 4339 members 
Mstep: Class 24 contains 8280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736261.000000 Penalty: 14378.957031
Iteration 369Q: 25 clusters Score -1.573626e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 4950 members 
Mstep: Class 3 contains 21363 members 
Mstep: Class 4 contains 4974 members 
Mstep: Class 5 contains 2051 members 
Mstep: Class 6 contains 2644 members 
Mstep: Class 7 contains 121153 members 
Mstep: Class 8 contains 2804 members 
Mstep: Class 9 contains 6870 members 
Mstep: Class 10 contains 150510 members 
Mstep: Class 11 contains 52178 members 
Mstep: Class 12 contains 6731 members 
Mstep: Class 13 contains 24202 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 8168 members 
Mstep: Class 17 contains 4807 members 
Mstep: Class 18 contains 8073 members 
Mstep: Class 19 contains 36498 members 
Mstep: Class 20 contains 14875 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3237 members 
Mstep: Class 23 contains 4336 members 
Mstep: Class 24 contains 8357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736265.000000 Penalty: 14378.957031
Iteration 370Q: 25 clusters Score -1.573626e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 4954 members 
Mstep: Class 3 contains 21344 members 
Mstep: Class 4 contains 4987 members 
Mstep: Class 5 contains 2054 members 
Mstep: Class 6 contains 2638 members 
Mstep: Class 7 contains 121150 members 
Mstep: Class 8 contains 2809 members 
Mstep: Class 9 contains 6874 members 
Mstep: Class 10 contains 150505 members 
Mstep: Class 11 contains 52125 members 
Mstep: Class 12 contains 6731 members 
Mstep: Class 13 contains 24197 members 
Mstep: Class 14 contains 2073 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 8162 members 
Mstep: Class 17 contains 4785 members 
Mstep: Class 18 contains 8078 members 
Mstep: Class 19 contains 36511 members 
Mstep: Class 20 contains 14877 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3240 members 
Mstep: Class 23 contains 4335 members 
Mstep: Class 24 contains 8430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736269.000000 Penalty: 14378.957031
Iteration 371Q: 25 clusters Score -1.573627e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 21311 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 2055 members 
Mstep: Class 6 contains 2635 members 
Mstep: Class 7 contains 121148 members 
Mstep: Class 8 contains 2816 members 
Mstep: Class 9 contains 6878 members 
Mstep: Class 10 contains 150502 members 
Mstep: Class 11 contains 52074 members 
Mstep: Class 12 contains 6731 members 
Mstep: Class 13 contains 24186 members 
Mstep: Class 14 contains 2075 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 8163 members 
Mstep: Class 17 contains 4764 members 
Mstep: Class 18 contains 8092 members 
Mstep: Class 19 contains 36520 members 
Mstep: Class 20 contains 14874 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 4333 members 
Mstep: Class 24 contains 8498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736295.000000 Penalty: 14378.957031
Iteration 372Q: 25 clusters Score -1.57363e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 21279 members 
Mstep: Class 4 contains 5005 members 
Mstep: Class 5 contains 2054 members 
Mstep: Class 6 contains 2634 members 
Mstep: Class 7 contains 121147 members 
Mstep: Class 8 contains 2822 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 150501 members 
Mstep: Class 11 contains 52045 members 
Mstep: Class 12 contains 6732 members 
Mstep: Class 13 contains 24181 members 
Mstep: Class 14 contains 2072 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 8160 members 
Mstep: Class 17 contains 4737 members 
Mstep: Class 18 contains 8102 members 
Mstep: Class 19 contains 36533 members 
Mstep: Class 20 contains 14876 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 4333 members 
Mstep: Class 24 contains 8562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736296.000000 Penalty: 14378.957031
Iteration 373Q: 25 clusters Score -1.57363e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 4960 members 
Mstep: Class 3 contains 21229 members 
Mstep: Class 4 contains 5007 members 
Mstep: Class 5 contains 2050 members 
Mstep: Class 6 contains 2631 members 
Mstep: Class 7 contains 121142 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 150499 members 
Mstep: Class 11 contains 52014 members 
Mstep: Class 12 contains 6736 members 
Mstep: Class 13 contains 24176 members 
Mstep: Class 14 contains 2069 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 8160 members 
Mstep: Class 17 contains 4719 members 
Mstep: Class 18 contains 8123 members 
Mstep: Class 19 contains 36544 members 
Mstep: Class 20 contains 14880 members 
Mstep: Class 21 contains 325 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 4340 members 
Mstep: Class 24 contains 8628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736322.000000 Penalty: 14378.957031
Iteration 374Q: 25 clusters Score -1.573632e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 4958 members 
Mstep: Class 3 contains 21175 members 
Mstep: Class 4 contains 5010 members 
Mstep: Class 5 contains 2052 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 121141 members 
Mstep: Class 8 contains 2832 members 
Mstep: Class 9 contains 6882 members 
Mstep: Class 10 contains 150487 members 
Mstep: Class 11 contains 51994 members 
Mstep: Class 12 contains 6736 members 
Mstep: Class 13 contains 24173 members 
Mstep: Class 14 contains 2069 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 8168 members 
Mstep: Class 17 contains 4702 members 
Mstep: Class 18 contains 8138 members 
Mstep: Class 19 contains 36550 members 
Mstep: Class 20 contains 14887 members 
Mstep: Class 21 contains 324 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 4348 members 
Mstep: Class 24 contains 8686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736356.000000 Penalty: 14378.957031
Iteration 375Q: 25 clusters Score -1.573636e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 4957 members 
Mstep: Class 3 contains 21127 members 
Mstep: Class 4 contains 5015 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2630 members 
Mstep: Class 7 contains 121143 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 6883 members 
Mstep: Class 10 contains 150482 members 
Mstep: Class 11 contains 51986 members 
Mstep: Class 12 contains 6735 members 
Mstep: Class 13 contains 24163 members 
Mstep: Class 14 contains 2069 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 8170 members 
Mstep: Class 17 contains 4684 members 
Mstep: Class 18 contains 8160 members 
Mstep: Class 19 contains 36550 members 
Mstep: Class 20 contains 14892 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 4355 members 
Mstep: Class 24 contains 8732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736359.000000 Penalty: 14378.957031
Iteration 376Q: 25 clusters Score -1.573636e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 4959 members 
Mstep: Class 3 contains 21076 members 
Mstep: Class 4 contains 5017 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 121150 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 150473 members 
Mstep: Class 11 contains 51992 members 
Mstep: Class 12 contains 6730 members 
Mstep: Class 13 contains 24156 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 8171 members 
Mstep: Class 17 contains 4668 members 
Mstep: Class 18 contains 8171 members 
Mstep: Class 19 contains 36554 members 
Mstep: Class 20 contains 14901 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 4362 members 
Mstep: Class 24 contains 8763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736356.000000 Penalty: 14378.957031
Iteration 377Q: 25 clusters Score -1.573636e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 4960 members 
Mstep: Class 3 contains 21019 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 2626 members 
Mstep: Class 7 contains 121161 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 6884 members 
Mstep: Class 10 contains 150456 members 
Mstep: Class 11 contains 52011 members 
Mstep: Class 12 contains 6723 members 
Mstep: Class 13 contains 24154 members 
Mstep: Class 14 contains 2075 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 8163 members 
Mstep: Class 17 contains 4650 members 
Mstep: Class 18 contains 8184 members 
Mstep: Class 19 contains 36558 members 
Mstep: Class 20 contains 14910 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 4375 members 
Mstep: Class 24 contains 8788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736403.000000 Penalty: 14378.957031
Iteration 378Q: 25 clusters Score -1.57364e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30004 members 
Mstep: Class 2 contains 4962 members 
Mstep: Class 3 contains 20967 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2623 members 
Mstep: Class 7 contains 121176 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 6885 members 
Mstep: Class 10 contains 150448 members 
Mstep: Class 11 contains 52032 members 
Mstep: Class 12 contains 6719 members 
Mstep: Class 13 contains 24142 members 
Mstep: Class 14 contains 2079 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 8160 members 
Mstep: Class 17 contains 4628 members 
Mstep: Class 18 contains 8190 members 
Mstep: Class 19 contains 36569 members 
Mstep: Class 20 contains 14914 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 4389 members 
Mstep: Class 24 contains 8811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736400.000000 Penalty: 14378.957031
Iteration 379Q: 25 clusters Score -1.57364e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30010 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 20916 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 121187 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 150437 members 
Mstep: Class 11 contains 52057 members 
Mstep: Class 12 contains 6713 members 
Mstep: Class 13 contains 24127 members 
Mstep: Class 14 contains 2080 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 8154 members 
Mstep: Class 17 contains 4606 members 
Mstep: Class 18 contains 8201 members 
Mstep: Class 19 contains 36582 members 
Mstep: Class 20 contains 14916 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 4405 members 
Mstep: Class 24 contains 8837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736435.000000 Penalty: 14378.957031
Iteration 380F: 25 clusters Score -1.573644e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30016 members 
Mstep: Class 2 contains 4963 members 
Mstep: Class 3 contains 20878 members 
Mstep: Class 4 contains 5027 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 121197 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 6887 members 
Mstep: Class 10 contains 150425 members 
Mstep: Class 11 contains 52073 members 
Mstep: Class 12 contains 6707 members 
Mstep: Class 13 contains 24114 members 
Mstep: Class 14 contains 2078 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 8150 members 
Mstep: Class 17 contains 4584 members 
Mstep: Class 18 contains 8218 members 
Mstep: Class 19 contains 36597 members 
Mstep: Class 20 contains 14912 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 4416 members 
Mstep: Class 24 contains 8866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736402.000000 Penalty: 14378.957031
Iteration 381Q: 25 clusters Score -1.57364e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 4965 members 
Mstep: Class 3 contains 20840 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 121195 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 150411 members 
Mstep: Class 11 contains 52090 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 24111 members 
Mstep: Class 14 contains 2074 members 
Mstep: Class 15 contains 1890 members 
Mstep: Class 16 contains 8146 members 
Mstep: Class 17 contains 4563 members 
Mstep: Class 18 contains 8226 members 
Mstep: Class 19 contains 36614 members 
Mstep: Class 20 contains 14915 members 
Mstep: Class 21 contains 329 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 4430 members 
Mstep: Class 24 contains 8890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736398.000000 Penalty: 14378.957031
Iteration 382Q: 25 clusters Score -1.57364e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 20804 members 
Mstep: Class 4 contains 5027 members 
Mstep: Class 5 contains 2048 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 121191 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 6892 members 
Mstep: Class 10 contains 150399 members 
Mstep: Class 11 contains 52111 members 
Mstep: Class 12 contains 6708 members 
Mstep: Class 13 contains 24107 members 
Mstep: Class 14 contains 2075 members 
Mstep: Class 15 contains 1891 members 
Mstep: Class 16 contains 8143 members 
Mstep: Class 17 contains 4544 members 
Mstep: Class 18 contains 8239 members 
Mstep: Class 19 contains 36627 members 
Mstep: Class 20 contains 14919 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3243 members 
Mstep: Class 23 contains 4432 members 
Mstep: Class 24 contains 8908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736414.000000 Penalty: 14378.957031
Iteration 383Q: 25 clusters Score -1.573641e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 4966 members 
Mstep: Class 3 contains 20767 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 2048 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 121184 members 
Mstep: Class 8 contains 2863 members 
Mstep: Class 9 contains 6895 members 
Mstep: Class 10 contains 150389 members 
Mstep: Class 11 contains 52120 members 
Mstep: Class 12 contains 6706 members 
Mstep: Class 13 contains 24107 members 
Mstep: Class 14 contains 2074 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8138 members 
Mstep: Class 17 contains 4530 members 
Mstep: Class 18 contains 8257 members 
Mstep: Class 19 contains 36639 members 
Mstep: Class 20 contains 14926 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 4435 members 
Mstep: Class 24 contains 8929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736429.000000 Penalty: 14378.957031
Iteration 384Q: 25 clusters Score -1.573643e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30008 members 
Mstep: Class 2 contains 4967 members 
Mstep: Class 3 contains 20734 members 
Mstep: Class 4 contains 5025 members 
Mstep: Class 5 contains 2047 members 
Mstep: Class 6 contains 2606 members 
Mstep: Class 7 contains 121177 members 
Mstep: Class 8 contains 2862 members 
Mstep: Class 9 contains 6900 members 
Mstep: Class 10 contains 150383 members 
Mstep: Class 11 contains 52135 members 
Mstep: Class 12 contains 6702 members 
Mstep: Class 13 contains 24107 members 
Mstep: Class 14 contains 2075 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 8131 members 
Mstep: Class 17 contains 4519 members 
Mstep: Class 18 contains 8277 members 
Mstep: Class 19 contains 36651 members 
Mstep: Class 20 contains 14929 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 4437 members 
Mstep: Class 24 contains 8947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736419.000000 Penalty: 14378.957031
Iteration 385Q: 25 clusters Score -1.573642e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 4969 members 
Mstep: Class 3 contains 20696 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2600 members 
Mstep: Class 7 contains 121161 members 
Mstep: Class 8 contains 2861 members 
Mstep: Class 9 contains 6903 members 
Mstep: Class 10 contains 150384 members 
Mstep: Class 11 contains 52155 members 
Mstep: Class 12 contains 6698 members 
Mstep: Class 13 contains 24109 members 
Mstep: Class 14 contains 2080 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 8130 members 
Mstep: Class 17 contains 4506 members 
Mstep: Class 18 contains 8298 members 
Mstep: Class 19 contains 36665 members 
Mstep: Class 20 contains 14930 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 8962 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736443.000000 Penalty: 14378.957031
Iteration 386Q: 25 clusters Score -1.573644e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30005 members 
Mstep: Class 2 contains 4970 members 
Mstep: Class 3 contains 20648 members 
Mstep: Class 4 contains 5026 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2596 members 
Mstep: Class 7 contains 121150 members 
Mstep: Class 8 contains 2860 members 
Mstep: Class 9 contains 6906 members 
Mstep: Class 10 contains 150384 members 
Mstep: Class 11 contains 52170 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 24116 members 
Mstep: Class 14 contains 2083 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 8125 members 
Mstep: Class 17 contains 4499 members 
Mstep: Class 18 contains 8329 members 
Mstep: Class 19 contains 36675 members 
Mstep: Class 20 contains 14930 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 8975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736413.000000 Penalty: 14378.957031
Iteration 387Q: 25 clusters Score -1.573641e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 20591 members 
Mstep: Class 4 contains 5027 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2597 members 
Mstep: Class 7 contains 121140 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 10 contains 150382 members 
Mstep: Class 11 contains 52185 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 24118 members 
Mstep: Class 14 contains 2086 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 8118 members 
Mstep: Class 17 contains 4494 members 
Mstep: Class 18 contains 8366 members 
Mstep: Class 19 contains 36685 members 
Mstep: Class 20 contains 14931 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 8989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736414.000000 Penalty: 14378.957031
Iteration 388Q: 25 clusters Score -1.573641e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 4970 members 
Mstep: Class 3 contains 20548 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2596 members 
Mstep: Class 7 contains 121138 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 10 contains 150378 members 
Mstep: Class 11 contains 52202 members 
Mstep: Class 12 contains 6686 members 
Mstep: Class 13 contains 24125 members 
Mstep: Class 14 contains 2089 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 8113 members 
Mstep: Class 17 contains 4486 members 
Mstep: Class 18 contains 8398 members 
Mstep: Class 19 contains 36695 members 
Mstep: Class 20 contains 14925 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 4435 members 
Mstep: Class 24 contains 9000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736414.000000 Penalty: 14378.957031
Iteration 389Q: 25 clusters Score -1.573641e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29991 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 20499 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2595 members 
Mstep: Class 7 contains 121134 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 6909 members 
Mstep: Class 10 contains 150374 members 
Mstep: Class 11 contains 52219 members 
Mstep: Class 12 contains 6682 members 
Mstep: Class 13 contains 24136 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 8108 members 
Mstep: Class 17 contains 4482 members 
Mstep: Class 18 contains 8436 members 
Mstep: Class 19 contains 36699 members 
Mstep: Class 20 contains 14920 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3243 members 
Mstep: Class 23 contains 4436 members 
Mstep: Class 24 contains 9012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736398.000000 Penalty: 14378.957031
Iteration 390Q: 25 clusters Score -1.57364e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 20451 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 121133 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 6910 members 
Mstep: Class 10 contains 150369 members 
Mstep: Class 11 contains 52233 members 
Mstep: Class 12 contains 6686 members 
Mstep: Class 13 contains 24142 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 8103 members 
Mstep: Class 17 contains 4476 members 
Mstep: Class 18 contains 8469 members 
Mstep: Class 19 contains 36707 members 
Mstep: Class 20 contains 14919 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3243 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 9030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736368.000000 Penalty: 14378.957031
Iteration 391Q: 25 clusters Score -1.573637e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29956 members 
Mstep: Class 2 contains 4973 members 
Mstep: Class 3 contains 20397 members 
Mstep: Class 4 contains 5030 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 121132 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 6910 members 
Mstep: Class 10 contains 150366 members 
Mstep: Class 11 contains 52242 members 
Mstep: Class 12 contains 6689 members 
Mstep: Class 13 contains 24154 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 8100 members 
Mstep: Class 17 contains 4468 members 
Mstep: Class 18 contains 8505 members 
Mstep: Class 19 contains 36717 members 
Mstep: Class 20 contains 14919 members 
Mstep: Class 21 contains 326 members 
Mstep: Class 22 contains 3242 members 
Mstep: Class 23 contains 4429 members 
Mstep: Class 24 contains 9048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736393.000000 Penalty: 14378.957031
Iteration 392Q: 25 clusters Score -1.573639e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 20343 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 2042 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 121132 members 
Mstep: Class 8 contains 2858 members 
Mstep: Class 9 contains 6911 members 
Mstep: Class 10 contains 150362 members 
Mstep: Class 11 contains 52248 members 
Mstep: Class 12 contains 6691 members 
Mstep: Class 13 contains 24161 members 
Mstep: Class 14 contains 2096 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 8097 members 
Mstep: Class 17 contains 4453 members 
Mstep: Class 18 contains 8544 members 
Mstep: Class 19 contains 36729 members 
Mstep: Class 20 contains 14915 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3243 members 
Mstep: Class 23 contains 4428 members 
Mstep: Class 24 contains 9067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736355.000000 Penalty: 14378.957031
Iteration 393Q: 25 clusters Score -1.573636e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 20294 members 
Mstep: Class 4 contains 5033 members 
Mstep: Class 5 contains 2042 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 121132 members 
Mstep: Class 8 contains 2856 members 
Mstep: Class 9 contains 6912 members 
Mstep: Class 10 contains 150353 members 
Mstep: Class 11 contains 52255 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 24165 members 
Mstep: Class 14 contains 2096 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 8096 members 
Mstep: Class 17 contains 4445 members 
Mstep: Class 18 contains 8582 members 
Mstep: Class 19 contains 36737 members 
Mstep: Class 20 contains 14913 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3243 members 
Mstep: Class 23 contains 4421 members 
Mstep: Class 24 contains 9089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736377.000000 Penalty: 14378.957031
Iteration 394Q: 25 clusters Score -1.573638e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 4975 members 
Mstep: Class 3 contains 20257 members 
Mstep: Class 4 contains 5032 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 121131 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 6913 members 
Mstep: Class 10 contains 150349 members 
Mstep: Class 11 contains 52250 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 24173 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 1895 members 
Mstep: Class 16 contains 8092 members 
Mstep: Class 17 contains 4436 members 
Mstep: Class 18 contains 8615 members 
Mstep: Class 19 contains 36748 members 
Mstep: Class 20 contains 14907 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 4419 members 
Mstep: Class 24 contains 9106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736386.000000 Penalty: 14378.957031
Iteration 395Q: 25 clusters Score -1.573639e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29931 members 
Mstep: Class 2 contains 4974 members 
Mstep: Class 3 contains 20233 members 
Mstep: Class 4 contains 5033 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 121129 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 6913 members 
Mstep: Class 10 contains 150347 members 
Mstep: Class 11 contains 52242 members 
Mstep: Class 12 contains 6697 members 
Mstep: Class 13 contains 24183 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8090 members 
Mstep: Class 17 contains 4426 members 
Mstep: Class 18 contains 8638 members 
Mstep: Class 19 contains 36758 members 
Mstep: Class 20 contains 14896 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3244 members 
Mstep: Class 23 contains 4422 members 
Mstep: Class 24 contains 9123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736407.000000 Penalty: 14378.957031
Iteration 396Q: 25 clusters Score -1.573641e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 4973 members 
Mstep: Class 3 contains 20220 members 
Mstep: Class 4 contains 5034 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 121129 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 6913 members 
Mstep: Class 10 contains 150338 members 
Mstep: Class 11 contains 52234 members 
Mstep: Class 12 contains 6699 members 
Mstep: Class 13 contains 24200 members 
Mstep: Class 14 contains 2095 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8090 members 
Mstep: Class 17 contains 4414 members 
Mstep: Class 18 contains 8660 members 
Mstep: Class 19 contains 36765 members 
Mstep: Class 20 contains 14884 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 4424 members 
Mstep: Class 24 contains 9141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736399.000000 Penalty: 14378.957031
Iteration 397Q: 25 clusters Score -1.57364e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 4973 members 
Mstep: Class 3 contains 20188 members 
Mstep: Class 4 contains 5038 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2592 members 
Mstep: Class 7 contains 121141 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 6917 members 
Mstep: Class 10 contains 150331 members 
Mstep: Class 11 contains 52223 members 
Mstep: Class 12 contains 6692 members 
Mstep: Class 13 contains 24213 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8091 members 
Mstep: Class 17 contains 4407 members 
Mstep: Class 18 contains 8686 members 
Mstep: Class 19 contains 36772 members 
Mstep: Class 20 contains 14880 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3245 members 
Mstep: Class 23 contains 4427 members 
Mstep: Class 24 contains 9148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736412.000000 Penalty: 14378.957031
Iteration 398Q: 25 clusters Score -1.573641e+07 nChanged 149
Entering ConstructFrom: 
Score: -15736412.000000 Penalty: 14378.957031
Entering ConstructFrom: 
Trying to split cluster 1 (29901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Entering Unmasked Estep 
Score: -979869.312500 Penalty: 468.906921
	Iteration 0F: 2 clusters Score -979869.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -959779.000000 Penalty: 937.813843
	Iteration 0F: 3 clusters Score -959779 nChanged 14431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14002 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -969569.875000 Penalty: 937.813843
	Iteration 1F: 3 clusters Score -969569.9 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -970961.812500 Penalty: 937.813843
	Iteration 2F: 3 clusters Score -970961.8 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -972696.375000 Penalty: 937.813843
	Iteration 3F: 3 clusters Score -972696.4 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -974163.125000 Penalty: 937.813843
	Iteration 4F: 3 clusters Score -974163.1 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -974887.125000 Penalty: 937.813843
	Iteration 5Q: 3 clusters Score -974887.1 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -975143.812500 Penalty: 937.813843
	Iteration 6Q: 3 clusters Score -975143.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -975263.812500 Penalty: 937.813843
	Iteration 7Q: 3 clusters Score -975263.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -975385.187500 Penalty: 937.813843
	Iteration 8Q: 3 clusters Score -975385.2 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -975531.562500 Penalty: 937.813843
	Iteration 9Q: 3 clusters Score -975531.6 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -975679.250000 Penalty: 937.813843
	Iteration 10Q: 3 clusters Score -975679.2 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -975820.250000 Penalty: 937.813843
	Iteration 11Q: 3 clusters Score -975820.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -975950.000000 Penalty: 937.813843
	Iteration 12Q: 3 clusters Score -975950 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
Score: -976088.687500 Penalty: 937.813843
	Iteration 13Q: 3 clusters Score -976088.7 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -976236.375000 Penalty: 937.813843
	Iteration 14Q: 3 clusters Score -976236.4 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -976392.000000 Penalty: 937.813843
	Iteration 15Q: 3 clusters Score -976392 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -976568.000000 Penalty: 937.813843
	Iteration 16Q: 3 clusters Score -976568 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -976724.625000 Penalty: 937.813843
	Iteration 17Q: 3 clusters Score -976724.6 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -976877.812500 Penalty: 937.813843
	Iteration 18Q: 3 clusters Score -976877.8 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -977019.500000 Penalty: 937.813843
	Iteration 19Q: 3 clusters Score -977019.5 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -977175.125000 Penalty: 937.813843
	Iteration 20F: 3 clusters Score -977175.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 25402 members 
Entering Unmasked Estep 
Score: -977342.500000 Penalty: 937.813843
	Iteration 21Q: 3 clusters Score -977342.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 25846 members 
Entering Unmasked Estep 
Score: -977525.875000 Penalty: 937.813843
	Iteration 22Q: 3 clusters Score -977525.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 26264 members 
Entering Unmasked Estep 
Score: -977704.875000 Penalty: 937.813843
	Iteration 23Q: 3 clusters Score -977704.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 26692 members 
Entering Unmasked Estep 
Score: -977895.687500 Penalty: 937.813843
	Iteration 24Q: 3 clusters Score -977895.7 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 27096 members 
Entering Unmasked Estep 
Score: -978081.187500 Penalty: 937.813843
	Iteration 25Q: 3 clusters Score -978081.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -978261.125000 Penalty: 937.813843
	Iteration 26Q: 3 clusters Score -978261.1 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -978430.187500 Penalty: 937.813843
	Iteration 27Q: 3 clusters Score -978430.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 28160 members 
Entering Unmasked Estep 
Score: -978600.937500 Penalty: 937.813843
	Iteration 28Q: 3 clusters Score -978600.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -978779.875000 Penalty: 937.813843
	Iteration 29Q: 3 clusters Score -978779.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -978950.687500 Penalty: 937.813843
	Iteration 30Q: 3 clusters Score -978950.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -979090.062500 Penalty: 937.813843
	Iteration 31Q: 3 clusters Score -979090.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -979219.187500 Penalty: 937.813843
	Iteration 32Q: 3 clusters Score -979219.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 29332 members 
Entering Unmasked Estep 
Score: -979308.250000 Penalty: 937.813843
	Iteration 33Q: 3 clusters Score -979308.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 29436 members 
Entering Unmasked Estep 
Score: -979363.187500 Penalty: 937.813843
	Iteration 34Q: 3 clusters Score -979363.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -979402.062500 Penalty: 937.813843
	Iteration 35Q: 3 clusters Score -979402.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -979429.375000 Penalty: 937.813843
	Iteration 36Q: 3 clusters Score -979429.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -979451.375000 Penalty: 937.813843
	Iteration 37Q: 3 clusters Score -979451.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -979473.437500 Penalty: 937.813843
	Iteration 38Q: 3 clusters Score -979473.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -979487.875000 Penalty: 937.813843
	Iteration 39Q: 3 clusters Score -979487.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -979494.312500 Penalty: 937.813843
	Iteration 40F: 3 clusters Score -979494.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 29662 members 
Entering Unmasked Estep 
Score: -979499.437500 Penalty: 937.813843
	Iteration 41Q: 3 clusters Score -979499.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29677 members 
Entering Unmasked Estep 
Score: -979510.062500 Penalty: 937.813843
	Iteration 42Q: 3 clusters Score -979510.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 29685 members 
Entering Unmasked Estep 
Score: -979513.250000 Penalty: 937.813843
	Iteration 43Q: 3 clusters Score -979513.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -979514.875000 Penalty: 937.813843
	Iteration 44Q: 3 clusters Score -979514.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 29695 members 
Entering Unmasked Estep 
Score: -979517.625000 Penalty: 937.813843
	Iteration 45Q: 3 clusters Score -979517.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -979518.875000 Penalty: 937.813843
	Iteration 46Q: 3 clusters Score -979518.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -979519.875000 Penalty: 937.813843
	Iteration 47Q: 3 clusters Score -979519.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -979523.187500 Penalty: 937.813843
	Iteration 48Q: 3 clusters Score -979523.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -979522.875000 Penalty: 937.813843
	Iteration 49Q: 3 clusters Score -979522.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -979522.750000 Penalty: 937.813843
	Iteration 50Q: 3 clusters Score -979522.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -979522.750000 Penalty: 937.813843
	Iteration 51F: 3 clusters Score -979522.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Entering Unmasked Estep 
Score: -147004.328125 Penalty: 387.276794
	Iteration 0F: 2 clusters Score -147004.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -143649.015625 Penalty: 774.553589
	Iteration 0F: 3 clusters Score -143649 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -145036.515625 Penalty: 774.553589
	Iteration 1F: 3 clusters Score -145036.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -145319.828125 Penalty: 774.553589
	Iteration 2F: 3 clusters Score -145319.8 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -145621.312500 Penalty: 774.553589
	Iteration 3F: 3 clusters Score -145621.3 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -145920.296875 Penalty: 774.553589
	Iteration 4F: 3 clusters Score -145920.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -146224.718750 Penalty: 774.553589
	Iteration 5F: 3 clusters Score -146224.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -146450.578125 Penalty: 774.553589
	Iteration 6F: 3 clusters Score -146450.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -146553.734375 Penalty: 774.553589
	Iteration 7Q: 3 clusters Score -146553.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -146613.906250 Penalty: 774.553589
	Iteration 8Q: 3 clusters Score -146613.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -146657.562500 Penalty: 774.553589
	Iteration 9Q: 3 clusters Score -146657.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -146687.640625 Penalty: 774.553589
	Iteration 10Q: 3 clusters Score -146687.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -146710.468750 Penalty: 774.553589
	Iteration 11Q: 3 clusters Score -146710.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -146725.609375 Penalty: 774.553589
	Iteration 12Q: 3 clusters Score -146725.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -146733.703125 Penalty: 774.553589
	Iteration 13Q: 3 clusters Score -146733.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -146740.328125 Penalty: 774.553589
	Iteration 14Q: 3 clusters Score -146740.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -146745.296875 Penalty: 774.553589
	Iteration 15Q: 3 clusters Score -146745.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -146748.718750 Penalty: 774.553589
	Iteration 16Q: 3 clusters Score -146748.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -146751.578125 Penalty: 774.553589
	Iteration 17Q: 3 clusters Score -146751.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -146753.796875 Penalty: 774.553589
	Iteration 18Q: 3 clusters Score -146753.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -146753.984375 Penalty: 774.553589
	Iteration 19Q: 3 clusters Score -146754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -146754.265625 Penalty: 774.553589
	Iteration 20F: 3 clusters Score -146754.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -146754.781250 Penalty: 774.553589
	Iteration 21Q: 3 clusters Score -146754.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -146755.000000 Penalty: 774.553589
	Iteration 22Q: 3 clusters Score -146755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -146755.062500 Penalty: 774.553589
	Iteration 23Q: 3 clusters Score -146755.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -146755.421875 Penalty: 774.553589
	Iteration 24Q: 3 clusters Score -146755.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -146755.421875 Penalty: 774.553589
	Iteration 25F: 3 clusters Score -146755.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Entering Unmasked Estep 
Score: -629956.687500 Penalty: 450.978027
	Iteration 0F: 2 clusters Score -629956.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -616473.125000 Penalty: 901.956055
	Iteration 0F: 3 clusters Score -616473.1 nChanged 9664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -622611.250000 Penalty: 901.956055
	Iteration 1F: 3 clusters Score -622611.2 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -623247.937500 Penalty: 901.956055
	Iteration 2F: 3 clusters Score -623247.9 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -623878.312500 Penalty: 901.956055
	Iteration 3F: 3 clusters Score -623878.3 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -624493.500000 Penalty: 901.956055
	Iteration 4F: 3 clusters Score -624493.5 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -625072.875000 Penalty: 901.956055
	Iteration 5F: 3 clusters Score -625072.9 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -625629.687500 Penalty: 901.956055
	Iteration 6Q: 3 clusters Score -625629.7 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -626194.875000 Penalty: 901.956055
	Iteration 7Q: 3 clusters Score -626194.9 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -626730.312500 Penalty: 901.956055
	Iteration 8Q: 3 clusters Score -626730.3 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -627089.125000 Penalty: 901.956055
	Iteration 9Q: 3 clusters Score -627089.1 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -627266.937500 Penalty: 901.956055
	Iteration 10Q: 3 clusters Score -627266.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -627336.750000 Penalty: 901.956055
	Iteration 11Q: 3 clusters Score -627336.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -627375.062500 Penalty: 901.956055
	Iteration 12Q: 3 clusters Score -627375.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -627408.375000 Penalty: 901.956055
	Iteration 13Q: 3 clusters Score -627408.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -627442.250000 Penalty: 901.956055
	Iteration 14Q: 3 clusters Score -627442.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -627473.812500 Penalty: 901.956055
	Iteration 15Q: 3 clusters Score -627473.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -627503.250000 Penalty: 901.956055
	Iteration 16Q: 3 clusters Score -627503.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -627540.937500 Penalty: 901.956055
	Iteration 17Q: 3 clusters Score -627540.9 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -627581.812500 Penalty: 901.956055
	Iteration 18Q: 3 clusters Score -627581.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -627622.125000 Penalty: 901.956055
	Iteration 19Q: 3 clusters Score -627622.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -627666.875000 Penalty: 901.956055
	Iteration 20F: 3 clusters Score -627666.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -627717.062500 Penalty: 901.956055
	Iteration 21Q: 3 clusters Score -627717.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -627773.125000 Penalty: 901.956055
	Iteration 22Q: 3 clusters Score -627773.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -627830.500000 Penalty: 901.956055
	Iteration 23Q: 3 clusters Score -627830.5 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -627896.062500 Penalty: 901.956055
	Iteration 24Q: 3 clusters Score -627896.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -627975.375000 Penalty: 901.956055
	Iteration 25Q: 3 clusters Score -627975.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -628060.875000 Penalty: 901.956055
	Iteration 26Q: 3 clusters Score -628060.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -628143.000000 Penalty: 901.956055
	Iteration 27Q: 3 clusters Score -628143 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -628243.750000 Penalty: 901.956055
	Iteration 28Q: 3 clusters Score -628243.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -628374.687500 Penalty: 901.956055
	Iteration 29Q: 3 clusters Score -628374.7 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -628546.437500 Penalty: 901.956055
	Iteration 30Q: 3 clusters Score -628546.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -628722.250000 Penalty: 901.956055
	Iteration 31Q: 3 clusters Score -628722.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -628891.500000 Penalty: 901.956055
	Iteration 32Q: 3 clusters Score -628891.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -629019.312500 Penalty: 901.956055
	Iteration 33Q: 3 clusters Score -629019.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -629110.125000 Penalty: 901.956055
	Iteration 34Q: 3 clusters Score -629110.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -629203.625000 Penalty: 901.956055
	Iteration 35Q: 3 clusters Score -629203.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -629287.937500 Penalty: 901.956055
	Iteration 36Q: 3 clusters Score -629287.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -629354.625000 Penalty: 901.956055
	Iteration 37Q: 3 clusters Score -629354.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -629406.812500 Penalty: 901.956055
	Iteration 38Q: 3 clusters Score -629406.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -629447.500000 Penalty: 901.956055
	Iteration 39Q: 3 clusters Score -629447.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -629481.625000 Penalty: 901.956055
	Iteration 40F: 3 clusters Score -629481.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -629509.375000 Penalty: 901.956055
	Iteration 41Q: 3 clusters Score -629509.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -629538.875000 Penalty: 901.956055
	Iteration 42Q: 3 clusters Score -629538.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -629566.875000 Penalty: 901.956055
	Iteration 43Q: 3 clusters Score -629566.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -629586.500000 Penalty: 901.956055
	Iteration 44Q: 3 clusters Score -629586.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -629599.500000 Penalty: 901.956055
	Iteration 45Q: 3 clusters Score -629599.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -629611.750000 Penalty: 901.956055
	Iteration 46Q: 3 clusters Score -629611.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -629622.812500 Penalty: 901.956055
	Iteration 47Q: 3 clusters Score -629622.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -629632.312500 Penalty: 901.956055
	Iteration 48Q: 3 clusters Score -629632.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -629638.375000 Penalty: 901.956055
	Iteration 49Q: 3 clusters Score -629638.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -629645.375000 Penalty: 901.956055
	Iteration 50Q: 3 clusters Score -629645.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -629651.125000 Penalty: 901.956055
	Iteration 51Q: 3 clusters Score -629651.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -629656.437500 Penalty: 901.956055
	Iteration 52Q: 3 clusters Score -629656.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -629663.062500 Penalty: 901.956055
	Iteration 53Q: 3 clusters Score -629663.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -629667.500000 Penalty: 901.956055
	Iteration 54Q: 3 clusters Score -629667.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -629670.375000 Penalty: 901.956055
	Iteration 55Q: 3 clusters Score -629670.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -629673.562500 Penalty: 901.956055
	Iteration 56Q: 3 clusters Score -629673.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -629672.250000 Penalty: 901.956055
	Iteration 57Q: 3 clusters Score -629672.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -629673.750000 Penalty: 901.956055
	Iteration 58Q: 3 clusters Score -629673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -629673.000000 Penalty: 901.956055
	Iteration 59Q: 3 clusters Score -629673 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19182 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -629673.375000 Penalty: 901.956055
	Iteration 60F: 3 clusters Score -629673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -629674.000000 Penalty: 901.956055
	Iteration 61Q: 3 clusters Score -629674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -629674.562500 Penalty: 901.956055
	Iteration 62Q: 3 clusters Score -629674.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -629674.062500 Penalty: 901.956055
	Iteration 63Q: 3 clusters Score -629674.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -629674.062500 Penalty: 901.956055
	Iteration 64F: 3 clusters Score -629674.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Entering Unmasked Estep 
Score: -147396.937500 Penalty: 387.885834
	Iteration 0F: 2 clusters Score -147396.9 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 2527 members 
Entering Unmasked Estep 
Score: -143994.468750 Penalty: 775.771667
	Iteration 0F: 3 clusters Score -143994.5 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -145390.718750 Penalty: 775.771667
	Iteration 1F: 3 clusters Score -145390.7 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -145683.562500 Penalty: 775.771667
	Iteration 2F: 3 clusters Score -145683.6 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -145911.000000 Penalty: 775.771667
	Iteration 3F: 3 clusters Score -145911 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -146074.921875 Penalty: 775.771667
	Iteration 4F: 3 clusters Score -146074.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -146254.015625 Penalty: 775.771667
	Iteration 5F: 3 clusters Score -146254 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -146442.156250 Penalty: 775.771667
	Iteration 6Q: 3 clusters Score -146442.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -146674.687500 Penalty: 775.771667
	Iteration 7Q: 3 clusters Score -146674.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -146871.093750 Penalty: 775.771667
	Iteration 8Q: 3 clusters Score -146871.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -146946.031250 Penalty: 775.771667
	Iteration 9Q: 3 clusters Score -146946 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -146989.921875 Penalty: 775.771667
	Iteration 10Q: 3 clusters Score -146989.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -147013.734375 Penalty: 775.771667
	Iteration 11Q: 3 clusters Score -147013.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -147035.906250 Penalty: 775.771667
	Iteration 12Q: 3 clusters Score -147035.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -147067.078125 Penalty: 775.771667
	Iteration 13Q: 3 clusters Score -147067.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -147097.015625 Penalty: 775.771667
	Iteration 14Q: 3 clusters Score -147097 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -147118.750000 Penalty: 775.771667
	Iteration 15Q: 3 clusters Score -147118.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -147138.937500 Penalty: 775.771667
	Iteration 16Q: 3 clusters Score -147138.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -147154.437500 Penalty: 775.771667
	Iteration 17Q: 3 clusters Score -147154.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -147169.843750 Penalty: 775.771667
	Iteration 18Q: 3 clusters Score -147169.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -147178.625000 Penalty: 775.771667
	Iteration 19Q: 3 clusters Score -147178.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -147187.187500 Penalty: 775.771667
	Iteration 20F: 3 clusters Score -147187.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -147193.812500 Penalty: 775.771667
	Iteration 21Q: 3 clusters Score -147193.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -147198.093750 Penalty: 775.771667
	Iteration 22Q: 3 clusters Score -147198.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -147202.875000 Penalty: 775.771667
	Iteration 23Q: 3 clusters Score -147202.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -147207.625000 Penalty: 775.771667
	Iteration 24Q: 3 clusters Score -147207.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -147212.406250 Penalty: 775.771667
	Iteration 25Q: 3 clusters Score -147212.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -147217.265625 Penalty: 775.771667
	Iteration 26Q: 3 clusters Score -147217.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -147221.468750 Penalty: 775.771667
	Iteration 27Q: 3 clusters Score -147221.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -147226.328125 Penalty: 775.771667
	Iteration 28Q: 3 clusters Score -147226.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -147232.078125 Penalty: 775.771667
	Iteration 29Q: 3 clusters Score -147232.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -147235.921875 Penalty: 775.771667
	Iteration 30Q: 3 clusters Score -147235.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -147239.656250 Penalty: 775.771667
	Iteration 31Q: 3 clusters Score -147239.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -147241.875000 Penalty: 775.771667
	Iteration 32Q: 3 clusters Score -147241.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -147244.703125 Penalty: 775.771667
	Iteration 33Q: 3 clusters Score -147244.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -147246.640625 Penalty: 775.771667
	Iteration 34Q: 3 clusters Score -147246.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -147248.015625 Penalty: 775.771667
	Iteration 35Q: 3 clusters Score -147248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -147248.796875 Penalty: 775.771667
	Iteration 36Q: 3 clusters Score -147248.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -147249.765625 Penalty: 775.771667
	Iteration 37Q: 3 clusters Score -147249.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -147251.500000 Penalty: 775.771667
	Iteration 38Q: 3 clusters Score -147251.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -147253.296875 Penalty: 775.771667
	Iteration 39Q: 3 clusters Score -147253.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -147254.437500 Penalty: 775.771667
	Iteration 40F: 3 clusters Score -147254.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -147257.156250 Penalty: 775.771667
	Iteration 41Q: 3 clusters Score -147257.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -147258.687500 Penalty: 775.771667
	Iteration 42Q: 3 clusters Score -147258.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -147260.046875 Penalty: 775.771667
	Iteration 43Q: 3 clusters Score -147260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -147262.265625 Penalty: 775.771667
	Iteration 44Q: 3 clusters Score -147262.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -147263.890625 Penalty: 775.771667
	Iteration 45Q: 3 clusters Score -147263.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -147265.234375 Penalty: 775.771667
	Iteration 46Q: 3 clusters Score -147265.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -147266.203125 Penalty: 775.771667
	Iteration 47Q: 3 clusters Score -147266.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -147267.671875 Penalty: 775.771667
	Iteration 48Q: 3 clusters Score -147267.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -147268.937500 Penalty: 775.771667
	Iteration 49Q: 3 clusters Score -147268.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -147269.171875 Penalty: 775.771667
	Iteration 50Q: 3 clusters Score -147269.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -147269.921875 Penalty: 775.771667
	Iteration 51Q: 3 clusters Score -147269.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -147271.140625 Penalty: 775.771667
	Iteration 52Q: 3 clusters Score -147271.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -147273.328125 Penalty: 775.771667
	Iteration 53Q: 3 clusters Score -147273.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -147274.640625 Penalty: 775.771667
	Iteration 54Q: 3 clusters Score -147274.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -147275.859375 Penalty: 775.771667
	Iteration 55Q: 3 clusters Score -147275.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -147276.984375 Penalty: 775.771667
	Iteration 56Q: 3 clusters Score -147277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -147277.859375 Penalty: 775.771667
	Iteration 57Q: 3 clusters Score -147277.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -147279.218750 Penalty: 775.771667
	Iteration 58Q: 3 clusters Score -147279.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -147279.468750 Penalty: 775.771667
	Iteration 59Q: 3 clusters Score -147279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -147279.828125 Penalty: 775.771667
	Iteration 60F: 3 clusters Score -147279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -147279.781250 Penalty: 775.771667
	Iteration 61Q: 3 clusters Score -147279.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -147279.875000 Penalty: 775.771667
	Iteration 62Q: 3 clusters Score -147279.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -147279.843750 Penalty: 775.771667
	Iteration 63Q: 3 clusters Score -147279.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -147280.468750 Penalty: 775.771667
	Iteration 64Q: 3 clusters Score -147280.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -147280.640625 Penalty: 775.771667
	Iteration 65Q: 3 clusters Score -147280.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -147280.953125 Penalty: 775.771667
	Iteration 66Q: 3 clusters Score -147281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -147281.046875 Penalty: 775.771667
	Iteration 67Q: 3 clusters Score -147281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -147280.890625 Penalty: 775.771667
	Iteration 68Q: 3 clusters Score -147280.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -147281.359375 Penalty: 775.771667
	Iteration 69Q: 3 clusters Score -147281.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -147281.562500 Penalty: 775.771667
	Iteration 70Q: 3 clusters Score -147281.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -147282.421875 Penalty: 775.771667
	Iteration 71Q: 3 clusters Score -147282.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -147283.015625 Penalty: 775.771667
	Iteration 72Q: 3 clusters Score -147283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -147282.859375 Penalty: 775.771667
	Iteration 73Q: 3 clusters Score -147282.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -147283.421875 Penalty: 775.771667
	Iteration 74Q: 3 clusters Score -147283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -147283.359375 Penalty: 775.771667
	Iteration 75Q: 3 clusters Score -147283.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -147283.531250 Penalty: 775.771667
	Iteration 76Q: 3 clusters Score -147283.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -147283.515625 Penalty: 775.771667
	Iteration 77Q: 3 clusters Score -147283.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -147283.515625 Penalty: 775.771667
	Iteration 78F: 3 clusters Score -147283.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -67414.343750 Penalty: 346.808960
	Iteration 0F: 2 clusters Score -67414.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -65946.695312 Penalty: 693.617920
	Iteration 0F: 3 clusters Score -65946.7 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -66407.796875 Penalty: 693.617920
	Iteration 1F: 3 clusters Score -66407.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -66464.804688 Penalty: 693.617920
	Iteration 2F: 3 clusters Score -66464.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -66535.765625 Penalty: 693.617920
	Iteration 3F: 3 clusters Score -66535.77 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -66599.007812 Penalty: 693.617920
	Iteration 4F: 3 clusters Score -66599.01 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -66661.312500 Penalty: 693.617920
	Iteration 5Q: 3 clusters Score -66661.31 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -66731.203125 Penalty: 693.617920
	Iteration 6Q: 3 clusters Score -66731.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -66800.187500 Penalty: 693.617920
	Iteration 7Q: 3 clusters Score -66800.19 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -66846.875000 Penalty: 693.617920
	Iteration 8Q: 3 clusters Score -66846.88 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -66876.453125 Penalty: 693.617920
	Iteration 9Q: 3 clusters Score -66876.45 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -66898.281250 Penalty: 693.617920
	Iteration 10Q: 3 clusters Score -66898.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -66909.812500 Penalty: 693.617920
	Iteration 11Q: 3 clusters Score -66909.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -66917.984375 Penalty: 693.617920
	Iteration 12Q: 3 clusters Score -66917.98 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -66934.890625 Penalty: 693.617920
	Iteration 13Q: 3 clusters Score -66934.89 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -66947.679688 Penalty: 693.617920
	Iteration 14Q: 3 clusters Score -66947.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -66964.343750 Penalty: 693.617920
	Iteration 15Q: 3 clusters Score -66964.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -66988.414062 Penalty: 693.617920
	Iteration 16Q: 3 clusters Score -66988.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -67007.078125 Penalty: 693.617920
	Iteration 17Q: 3 clusters Score -67007.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -67020.710938 Penalty: 693.617920
	Iteration 18Q: 3 clusters Score -67020.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -67039.289062 Penalty: 693.617920
	Iteration 19Q: 3 clusters Score -67039.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -67049.906250 Penalty: 693.617920
	Iteration 20F: 3 clusters Score -67049.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -67059.375000 Penalty: 693.617920
	Iteration 21Q: 3 clusters Score -67059.38 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -67066.492188 Penalty: 693.617920
	Iteration 22Q: 3 clusters Score -67066.49 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -67071.156250 Penalty: 693.617920
	Iteration 23Q: 3 clusters Score -67071.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -67074.945312 Penalty: 693.617920
	Iteration 24Q: 3 clusters Score -67074.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -67079.117188 Penalty: 693.617920
	Iteration 25Q: 3 clusters Score -67079.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -67083.304688 Penalty: 693.617920
	Iteration 26Q: 3 clusters Score -67083.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -67085.265625 Penalty: 693.617920
	Iteration 27Q: 3 clusters Score -67085.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -67087.593750 Penalty: 693.617920
	Iteration 28Q: 3 clusters Score -67087.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -67090.015625 Penalty: 693.617920
	Iteration 29Q: 3 clusters Score -67090.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -67090.953125 Penalty: 693.617920
	Iteration 30Q: 3 clusters Score -67090.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -67094.671875 Penalty: 693.617920
	Iteration 31Q: 3 clusters Score -67094.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -67096.843750 Penalty: 693.617920
	Iteration 32Q: 3 clusters Score -67096.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -67098.734375 Penalty: 693.617920
	Iteration 33Q: 3 clusters Score -67098.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -67102.898438 Penalty: 693.617920
	Iteration 34Q: 3 clusters Score -67102.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -67107.382812 Penalty: 693.617920
	Iteration 35Q: 3 clusters Score -67107.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -67109.617188 Penalty: 693.617920
	Iteration 36Q: 3 clusters Score -67109.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -67111.132812 Penalty: 693.617920
	Iteration 37Q: 3 clusters Score -67111.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -67112.085938 Penalty: 693.617920
	Iteration 38Q: 3 clusters Score -67112.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -67112.781250 Penalty: 693.617920
	Iteration 39Q: 3 clusters Score -67112.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -67114.351562 Penalty: 693.617920
	Iteration 40F: 3 clusters Score -67114.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -67121.062500 Penalty: 693.617920
	Iteration 41Q: 3 clusters Score -67121.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -67129.187500 Penalty: 693.617920
	Iteration 42Q: 3 clusters Score -67129.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -67137.046875 Penalty: 693.617920
	Iteration 43Q: 3 clusters Score -67137.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -67138.437500 Penalty: 693.617920
	Iteration 44Q: 3 clusters Score -67138.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -67142.726562 Penalty: 693.617920
	Iteration 45Q: 3 clusters Score -67142.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -67144.289062 Penalty: 693.617920
	Iteration 46Q: 3 clusters Score -67144.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -67144.835938 Penalty: 693.617920
	Iteration 47Q: 3 clusters Score -67144.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -67144.835938 Penalty: 693.617920
	Iteration 48F: 3 clusters Score -67144.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Entering Unmasked Estep 
Score: -85030.656250 Penalty: 357.620880
	Iteration 0F: 2 clusters Score -85030.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -83177.117188 Penalty: 715.241760
	Iteration 0F: 3 clusters Score -83177.12 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -83791.734375 Penalty: 715.241760
	Iteration 1F: 3 clusters Score -83791.73 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -83857.632812 Penalty: 715.241760
	Iteration 2F: 3 clusters Score -83857.63 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -83924.781250 Penalty: 715.241760
	Iteration 3F: 3 clusters Score -83924.78 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -84017.929688 Penalty: 715.241760
	Iteration 4F: 3 clusters Score -84017.93 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -84119.539062 Penalty: 715.241760
	Iteration 5F: 3 clusters Score -84119.54 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -84207.593750 Penalty: 715.241760
	Iteration 6Q: 3 clusters Score -84207.59 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -84294.695312 Penalty: 715.241760
	Iteration 7Q: 3 clusters Score -84294.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -84406.367188 Penalty: 715.241760
	Iteration 8Q: 3 clusters Score -84406.37 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -84493.281250 Penalty: 715.241760
	Iteration 9Q: 3 clusters Score -84493.28 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -84569.726562 Penalty: 715.241760
	Iteration 10Q: 3 clusters Score -84569.73 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -84632.203125 Penalty: 715.241760
	Iteration 11Q: 3 clusters Score -84632.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -84654.609375 Penalty: 715.241760
	Iteration 12Q: 3 clusters Score -84654.61 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -84666.625000 Penalty: 715.241760
	Iteration 13Q: 3 clusters Score -84666.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -84674.609375 Penalty: 715.241760
	Iteration 14Q: 3 clusters Score -84674.61 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -84684.203125 Penalty: 715.241760
	Iteration 15Q: 3 clusters Score -84684.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -84688.125000 Penalty: 715.241760
	Iteration 16Q: 3 clusters Score -84688.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -84693.171875 Penalty: 715.241760
	Iteration 17Q: 3 clusters Score -84693.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -84700.140625 Penalty: 715.241760
	Iteration 18Q: 3 clusters Score -84700.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -84706.789062 Penalty: 715.241760
	Iteration 19Q: 3 clusters Score -84706.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -84714.687500 Penalty: 715.241760
	Iteration 20F: 3 clusters Score -84714.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -84717.515625 Penalty: 715.241760
	Iteration 21Q: 3 clusters Score -84717.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -84719.359375 Penalty: 715.241760
	Iteration 22Q: 3 clusters Score -84719.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -84720.250000 Penalty: 715.241760
	Iteration 23Q: 3 clusters Score -84720.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -84721.257812 Penalty: 715.241760
	Iteration 24Q: 3 clusters Score -84721.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -84721.445312 Penalty: 715.241760
	Iteration 25Q: 3 clusters Score -84721.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -84721.445312 Penalty: 715.241760
	Iteration 26F: 3 clusters Score -84721.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121151 members 
Entering Unmasked Estep 
Score: -3988275.500000 Penalty: 532.568054
	Iteration 0F: 2 clusters Score -3988276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 60775 members 
Entering Unmasked Estep 
Score: -3906517.500000 Penalty: 1065.136108
	Iteration 0F: 3 clusters Score -3906518 nChanged 59378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50480 members 
Mstep: Class 2 contains 70671 members 
Entering Unmasked Estep 
Score: -3944954.000000 Penalty: 1065.136108
	Iteration 1F: 3 clusters Score -3944954 nChanged 7711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44611 members 
Mstep: Class 2 contains 76540 members 
Entering Unmasked Estep 
Score: -3949496.500000 Penalty: 1065.136108
	Iteration 2F: 3 clusters Score -3949496 nChanged 8796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37449 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -3955758.750000 Penalty: 1065.136108
	Iteration 3F: 3 clusters Score -3955759 nChanged 8348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 90796 members 
Entering Unmasked Estep 
Score: -3962505.250000 Penalty: 1065.136108
	Iteration 4F: 3 clusters Score -3962505 nChanged 7146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 96948 members 
Entering Unmasked Estep 
Score: -3969008.500000 Penalty: 1065.136108
	Iteration 5F: 3 clusters Score -3969008 nChanged 5399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 101595 members 
Entering Unmasked Estep 
Score: -3974057.500000 Penalty: 1065.136108
	Iteration 6Q: 3 clusters Score -3974058 nChanged 3781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 104816 members 
Entering Unmasked Estep 
Score: -3977200.000000 Penalty: 1065.136108
	Iteration 7Q: 3 clusters Score -3977200 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 107357 members 
Entering Unmasked Estep 
Score: -3979161.000000 Penalty: 1065.136108
	Iteration 8Q: 3 clusters Score -3979161 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 109568 members 
Entering Unmasked Estep 
Score: -3980583.750000 Penalty: 1065.136108
	Iteration 9Q: 3 clusters Score -3980584 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 111541 members 
Entering Unmasked Estep 
Score: -3981784.500000 Penalty: 1065.136108
	Iteration 10Q: 3 clusters Score -3981784 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 113258 members 
Entering Unmasked Estep 
Score: -3982811.000000 Penalty: 1065.136108
	Iteration 11Q: 3 clusters Score -3982811 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 114751 members 
Entering Unmasked Estep 
Score: -3983743.500000 Penalty: 1065.136108
	Iteration 12Q: 3 clusters Score -3983744 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 116080 members 
Entering Unmasked Estep 
Score: -3984580.500000 Penalty: 1065.136108
	Iteration 13Q: 3 clusters Score -3984580 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 117204 members 
Entering Unmasked Estep 
Score: -3985290.250000 Penalty: 1065.136108
	Iteration 14Q: 3 clusters Score -3985290 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 118170 members 
Entering Unmasked Estep 
Score: -3985933.000000 Penalty: 1065.136108
	Iteration 15Q: 3 clusters Score -3985933 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 118928 members 
Entering Unmasked Estep 
Score: -3986476.750000 Penalty: 1065.136108
	Iteration 16Q: 3 clusters Score -3986477 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 119540 members 
Entering Unmasked Estep 
Score: -3986867.750000 Penalty: 1065.136108
	Iteration 17Q: 3 clusters Score -3986868 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 119990 members 
Entering Unmasked Estep 
Score: -3987185.000000 Penalty: 1065.136108
	Iteration 18Q: 3 clusters Score -3987185 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 120323 members 
Entering Unmasked Estep 
Score: -3987394.500000 Penalty: 1065.136108
	Iteration 19Q: 3 clusters Score -3987394 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 120576 members 
Entering Unmasked Estep 
Score: -3987545.500000 Penalty: 1065.136108
	Iteration 20F: 3 clusters Score -3987546 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 120732 members 
Entering Unmasked Estep 
Score: -3987628.750000 Penalty: 1065.136108
	Iteration 21Q: 3 clusters Score -3987629 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 120838 members 
Entering Unmasked Estep 
Score: -3987710.750000 Penalty: 1065.136108
	Iteration 22Q: 3 clusters Score -3987711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 120908 members 
Entering Unmasked Estep 
Score: -3987751.750000 Penalty: 1065.136108
	Iteration 23Q: 3 clusters Score -3987752 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 120950 members 
Entering Unmasked Estep 
Score: -3987783.500000 Penalty: 1065.136108
	Iteration 24Q: 3 clusters Score -3987784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 120972 members 
Entering Unmasked Estep 
Score: -3987799.000000 Penalty: 1065.136108
	Iteration 25Q: 3 clusters Score -3987799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 120984 members 
Entering Unmasked Estep 
Score: -3987808.500000 Penalty: 1065.136108
	Iteration 26Q: 3 clusters Score -3987808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 120992 members 
Entering Unmasked Estep 
Score: -3987815.500000 Penalty: 1065.136108
	Iteration 27Q: 3 clusters Score -3987816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 120997 members 
Entering Unmasked Estep 
Score: -3987822.250000 Penalty: 1065.136108
	Iteration 28Q: 3 clusters Score -3987822 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 121007 members 
Entering Unmasked Estep 
Score: -3987825.750000 Penalty: 1065.136108
	Iteration 29Q: 3 clusters Score -3987826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 121008 members 
Entering Unmasked Estep 
Score: -3987827.500000 Penalty: 1065.136108
	Iteration 30Q: 3 clusters Score -3987828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 121009 members 
Entering Unmasked Estep 
Score: -3987826.750000 Penalty: 1065.136108
	Iteration 31Q: 3 clusters Score -3987827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 121009 members 
Entering Unmasked Estep 
Score: -3987826.750000 Penalty: 1065.136108
	Iteration 32F: 3 clusters Score -3987827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Entering Unmasked Estep 
Score: -83631.812500 Penalty: 361.987793
	Iteration 0F: 2 clusters Score -83631.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -81626.679688 Penalty: 723.975586
	Iteration 0F: 3 clusters Score -81626.68 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -82483.296875 Penalty: 723.975586
	Iteration 1F: 3 clusters Score -82483.3 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -82707.109375 Penalty: 723.975586
	Iteration 2F: 3 clusters Score -82707.11 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -82903.289062 Penalty: 723.975586
	Iteration 3F: 3 clusters Score -82903.29 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -83047.765625 Penalty: 723.975586
	Iteration 4F: 3 clusters Score -83047.77 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -83146.945312 Penalty: 723.975586
	Iteration 5Q: 3 clusters Score -83146.95 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -83218.898438 Penalty: 723.975586
	Iteration 6Q: 3 clusters Score -83218.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -83267.242188 Penalty: 723.975586
	Iteration 7Q: 3 clusters Score -83267.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -83296.492188 Penalty: 723.975586
	Iteration 8Q: 3 clusters Score -83296.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -83310.265625 Penalty: 723.975586
	Iteration 9Q: 3 clusters Score -83310.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -83316.187500 Penalty: 723.975586
	Iteration 10Q: 3 clusters Score -83316.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -83324.054688 Penalty: 723.975586
	Iteration 11Q: 3 clusters Score -83324.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -83338.632812 Penalty: 723.975586
	Iteration 12Q: 3 clusters Score -83338.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -83351.804688 Penalty: 723.975586
	Iteration 13Q: 3 clusters Score -83351.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -83365.492188 Penalty: 723.975586
	Iteration 14Q: 3 clusters Score -83365.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -83379.445312 Penalty: 723.975586
	Iteration 15Q: 3 clusters Score -83379.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -83387.992188 Penalty: 723.975586
	Iteration 16Q: 3 clusters Score -83387.99 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -83394.148438 Penalty: 723.975586
	Iteration 17Q: 3 clusters Score -83394.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -83400.843750 Penalty: 723.975586
	Iteration 18Q: 3 clusters Score -83400.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -83405.101562 Penalty: 723.975586
	Iteration 19Q: 3 clusters Score -83405.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -83406.335938 Penalty: 723.975586
	Iteration 20F: 3 clusters Score -83406.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -83406.859375 Penalty: 723.975586
	Iteration 21Q: 3 clusters Score -83406.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -83407.320312 Penalty: 723.975586
	Iteration 22Q: 3 clusters Score -83407.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -83407.320312 Penalty: 723.975586
	Iteration 23F: 3 clusters Score -83407.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -214564.265625 Penalty: 402.325378
	Iteration 0F: 2 clusters Score -214564.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -209918.890625 Penalty: 804.650757
	Iteration 0F: 3 clusters Score -209918.9 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -211734.250000 Penalty: 804.650757
	Iteration 1F: 3 clusters Score -211734.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -211821.906250 Penalty: 804.650757
	Iteration 2Q: 3 clusters Score -211821.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -211906.546875 Penalty: 804.650757
	Iteration 3Q: 3 clusters Score -211906.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -211997.296875 Penalty: 804.650757
	Iteration 4Q: 3 clusters Score -211997.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -212101.000000 Penalty: 804.650757
	Iteration 5Q: 3 clusters Score -212101 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -212235.234375 Penalty: 804.650757
	Iteration 6Q: 3 clusters Score -212235.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -212404.203125 Penalty: 804.650757
	Iteration 7Q: 3 clusters Score -212404.2 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -212626.062500 Penalty: 804.650757
	Iteration 8Q: 3 clusters Score -212626.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -212872.968750 Penalty: 804.650757
	Iteration 9Q: 3 clusters Score -212873 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -213116.359375 Penalty: 804.650757
	Iteration 10Q: 3 clusters Score -213116.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -213318.875000 Penalty: 804.650757
	Iteration 11Q: 3 clusters Score -213318.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -213481.140625 Penalty: 804.650757
	Iteration 12Q: 3 clusters Score -213481.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -213635.953125 Penalty: 804.650757
	Iteration 13Q: 3 clusters Score -213636 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -213746.750000 Penalty: 804.650757
	Iteration 14Q: 3 clusters Score -213746.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -213831.859375 Penalty: 804.650757
	Iteration 15Q: 3 clusters Score -213831.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -213913.062500 Penalty: 804.650757
	Iteration 16Q: 3 clusters Score -213913.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -213983.015625 Penalty: 804.650757
	Iteration 17Q: 3 clusters Score -213983 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -214034.390625 Penalty: 804.650757
	Iteration 18Q: 3 clusters Score -214034.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -214079.421875 Penalty: 804.650757
	Iteration 19Q: 3 clusters Score -214079.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -214111.515625 Penalty: 804.650757
	Iteration 20F: 3 clusters Score -214111.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -214137.546875 Penalty: 804.650757
	Iteration 21Q: 3 clusters Score -214137.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -214167.312500 Penalty: 804.650757
	Iteration 22Q: 3 clusters Score -214167.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -214184.375000 Penalty: 804.650757
	Iteration 23Q: 3 clusters Score -214184.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -214195.046875 Penalty: 804.650757
	Iteration 24Q: 3 clusters Score -214195 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -214205.640625 Penalty: 804.650757
	Iteration 25Q: 3 clusters Score -214205.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -214216.656250 Penalty: 804.650757
	Iteration 26Q: 3 clusters Score -214216.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -214226.921875 Penalty: 804.650757
	Iteration 27Q: 3 clusters Score -214226.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -214232.593750 Penalty: 804.650757
	Iteration 28Q: 3 clusters Score -214232.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -214235.093750 Penalty: 804.650757
	Iteration 29Q: 3 clusters Score -214235.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -214237.421875 Penalty: 804.650757
	Iteration 30Q: 3 clusters Score -214237.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -214238.281250 Penalty: 804.650757
	Iteration 31Q: 3 clusters Score -214238.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -214238.593750 Penalty: 804.650757
	Iteration 32Q: 3 clusters Score -214238.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -214239.625000 Penalty: 804.650757
	Iteration 33Q: 3 clusters Score -214239.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -214241.234375 Penalty: 804.650757
	Iteration 34Q: 3 clusters Score -214241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -214242.359375 Penalty: 804.650757
	Iteration 35Q: 3 clusters Score -214242.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -214244.015625 Penalty: 804.650757
	Iteration 36Q: 3 clusters Score -214244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -214245.312500 Penalty: 804.650757
	Iteration 37Q: 3 clusters Score -214245.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -214245.312500 Penalty: 804.650757
	Iteration 38F: 3 clusters Score -214245.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (150326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150326 members 
Entering Unmasked Estep 
Score: -4989372.000000 Penalty: 542.385559
	Iteration 0F: 2 clusters Score -4989372 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74876 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
Score: -4887743.500000 Penalty: 1084.771118
	Iteration 0F: 3 clusters Score -4887744 nChanged 73606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61186 members 
Mstep: Class 2 contains 89140 members 
Entering Unmasked Estep 
Score: -4935722.000000 Penalty: 1084.771118
	Iteration 1F: 3 clusters Score -4935722 nChanged 9995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52345 members 
Mstep: Class 2 contains 97981 members 
Entering Unmasked Estep 
Score: -4941253.500000 Penalty: 1084.771118
	Iteration 2F: 3 clusters Score -4941254 nChanged 12161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 109462 members 
Entering Unmasked Estep 
Score: -4949840.000000 Penalty: 1084.771118
	Iteration 3F: 3 clusters Score -4949840 nChanged 13035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28179 members 
Mstep: Class 2 contains 122147 members 
Entering Unmasked Estep 
Score: -4961018.000000 Penalty: 1084.771118
	Iteration 4F: 3 clusters Score -4961018 nChanged 11977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 134040 members 
Entering Unmasked Estep 
Score: -4972816.000000 Penalty: 1084.771118
	Iteration 5F: 3 clusters Score -4972816 nChanged 9015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 143043 members 
Entering Unmasked Estep 
Score: -4982167.000000 Penalty: 1084.771118
	Iteration 6F: 3 clusters Score -4982167 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 147792 members 
Entering Unmasked Estep 
Score: -4986865.500000 Penalty: 1084.771118
	Iteration 7Q: 3 clusters Score -4986866 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 149516 members 
Entering Unmasked Estep 
Score: -4988358.000000 Penalty: 1084.771118
	Iteration 8Q: 3 clusters Score -4988358 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 150023 members 
Entering Unmasked Estep 
Score: -4988726.000000 Penalty: 1084.771118
	Iteration 9Q: 3 clusters Score -4988726 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 150167 members 
Entering Unmasked Estep 
Score: -4988808.000000 Penalty: 1084.771118
	Iteration 10Q: 3 clusters Score -4988808 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 150220 members 
Entering Unmasked Estep 
Score: -4988852.500000 Penalty: 1084.771118
	Iteration 11Q: 3 clusters Score -4988852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 150240 members 
Entering Unmasked Estep 
Score: -4988887.500000 Penalty: 1084.771118
	Iteration 12Q: 3 clusters Score -4988888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 150246 members 
Entering Unmasked Estep 
Score: -4988894.500000 Penalty: 1084.771118
	Iteration 13Q: 3 clusters Score -4988894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 150252 members 
Entering Unmasked Estep 
Score: -4988905.500000 Penalty: 1084.771118
	Iteration 14Q: 3 clusters Score -4988906 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 150255 members 
Entering Unmasked Estep 
Score: -4988910.500000 Penalty: 1084.771118
	Iteration 15Q: 3 clusters Score -4988910 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 150259 members 
Entering Unmasked Estep 
Score: -4988916.000000 Penalty: 1084.771118
	Iteration 16Q: 3 clusters Score -4988916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 150256 members 
Entering Unmasked Estep 
Score: -4988916.500000 Penalty: 1084.771118
	Iteration 17Q: 3 clusters Score -4988916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 150256 members 
Entering Unmasked Estep 
Score: -4988924.500000 Penalty: 1084.771118
	Iteration 18Q: 3 clusters Score -4988924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 150256 members 
Entering Unmasked Estep 
Score: -4988924.500000 Penalty: 1084.771118
	Iteration 19F: 3 clusters Score -4988924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Entering Unmasked Estep 
Score: -1608893.000000 Penalty: 494.272186
	Iteration 0F: 2 clusters Score -1608893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -1573874.625000 Penalty: 988.544373
	Iteration 0F: 3 clusters Score -1573875 nChanged 25336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -1589472.125000 Penalty: 988.544373
	Iteration 1F: 3 clusters Score -1589472 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -1590767.750000 Penalty: 988.544373
	Iteration 2Q: 3 clusters Score -1590768 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25468 members 
Mstep: Class 2 contains 26747 members 
Entering Unmasked Estep 
Score: -1592781.875000 Penalty: 988.544373
	Iteration 3F: 3 clusters Score -1592782 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -1595533.000000 Penalty: 988.544373
	Iteration 4F: 3 clusters Score -1595533 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26080 members 
Mstep: Class 2 contains 26135 members 
Entering Unmasked Estep 
Score: -1598480.250000 Penalty: 988.544373
	Iteration 5F: 3 clusters Score -1598480 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -1600260.625000 Penalty: 988.544373
	Iteration 6F: 3 clusters Score -1600261 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -1600907.250000 Penalty: 988.544373
	Iteration 7Q: 3 clusters Score -1600907 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 25319 members 
Entering Unmasked Estep 
Score: -1601106.750000 Penalty: 988.544373
	Iteration 8Q: 3 clusters Score -1601107 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -1601221.375000 Penalty: 988.544373
	Iteration 9Q: 3 clusters Score -1601221 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27327 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -1601313.000000 Penalty: 988.544373
	Iteration 10Q: 3 clusters Score -1601313 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27551 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -1601404.500000 Penalty: 988.544373
	Iteration 11Q: 3 clusters Score -1601404 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -1601496.875000 Penalty: 988.544373
	Iteration 12Q: 3 clusters Score -1601497 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 24212 members 
Entering Unmasked Estep 
Score: -1601595.000000 Penalty: 988.544373
	Iteration 13Q: 3 clusters Score -1601595 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28242 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -1601690.375000 Penalty: 988.544373
	Iteration 14Q: 3 clusters Score -1601690 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -1601795.875000 Penalty: 988.544373
	Iteration 15Q: 3 clusters Score -1601796 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -1601901.000000 Penalty: 988.544373
	Iteration 16Q: 3 clusters Score -1601901 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -1601993.750000 Penalty: 988.544373
	Iteration 17Q: 3 clusters Score -1601994 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29371 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -1602099.000000 Penalty: 988.544373
	Iteration 18Q: 3 clusters Score -1602099 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -1602178.750000 Penalty: 988.544373
	Iteration 19Q: 3 clusters Score -1602179 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30035 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -1602281.875000 Penalty: 988.544373
	Iteration 20F: 3 clusters Score -1602282 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -1602392.000000 Penalty: 988.544373
	Iteration 21Q: 3 clusters Score -1602392 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -1602487.625000 Penalty: 988.544373
	Iteration 22Q: 3 clusters Score -1602488 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -1602588.375000 Penalty: 988.544373
	Iteration 23Q: 3 clusters Score -1602588 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -1602679.375000 Penalty: 988.544373
	Iteration 24Q: 3 clusters Score -1602679 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 20072 members 
Entering Unmasked Estep 
Score: -1602785.250000 Penalty: 988.544373
	Iteration 25Q: 3 clusters Score -1602785 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -1602895.875000 Penalty: 988.544373
	Iteration 26Q: 3 clusters Score -1602896 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33246 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -1603047.250000 Penalty: 988.544373
	Iteration 27Q: 3 clusters Score -1603047 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -1603223.000000 Penalty: 988.544373
	Iteration 28Q: 3 clusters Score -1603223 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34594 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -1603415.875000 Penalty: 988.544373
	Iteration 29Q: 3 clusters Score -1603416 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -1603623.750000 Penalty: 988.544373
	Iteration 30Q: 3 clusters Score -1603624 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35978 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1603843.875000 Penalty: 988.544373
	Iteration 31Q: 3 clusters Score -1603844 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -1604111.375000 Penalty: 988.544373
	Iteration 32Q: 3 clusters Score -1604111 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -1604423.375000 Penalty: 988.544373
	Iteration 33Q: 3 clusters Score -1604423 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38282 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1604784.125000 Penalty: 988.544373
	Iteration 34Q: 3 clusters Score -1604784 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -1605128.250000 Penalty: 988.544373
	Iteration 35Q: 3 clusters Score -1605128 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -1605438.375000 Penalty: 988.544373
	Iteration 36Q: 3 clusters Score -1605438 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40431 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -1605677.750000 Penalty: 988.544373
	Iteration 37Q: 3 clusters Score -1605678 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -1605900.500000 Penalty: 988.544373
	Iteration 38Q: 3 clusters Score -1605900 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1606099.500000 Penalty: 988.544373
	Iteration 39Q: 3 clusters Score -1606100 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1606292.500000 Penalty: 988.544373
	Iteration 40F: 3 clusters Score -1606292 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1606489.250000 Penalty: 988.544373
	Iteration 41Q: 3 clusters Score -1606489 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1606655.375000 Penalty: 988.544373
	Iteration 42Q: 3 clusters Score -1606655 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43711 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1606801.000000 Penalty: 988.544373
	Iteration 43Q: 3 clusters Score -1606801 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1606938.125000 Penalty: 988.544373
	Iteration 44Q: 3 clusters Score -1606938 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -1607067.000000 Penalty: 988.544373
	Iteration 45Q: 3 clusters Score -1607067 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45093 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1607199.000000 Penalty: 988.544373
	Iteration 46Q: 3 clusters Score -1607199 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1607329.375000 Penalty: 988.544373
	Iteration 47Q: 3 clusters Score -1607329 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1607433.875000 Penalty: 988.544373
	Iteration 48Q: 3 clusters Score -1607434 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46299 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1607537.500000 Penalty: 988.544373
	Iteration 49Q: 3 clusters Score -1607538 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46619 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1607623.000000 Penalty: 988.544373
	Iteration 50Q: 3 clusters Score -1607623 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1607690.625000 Penalty: 988.544373
	Iteration 51Q: 3 clusters Score -1607691 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47187 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1607764.250000 Penalty: 988.544373
	Iteration 52Q: 3 clusters Score -1607764 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47467 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1607829.125000 Penalty: 988.544373
	Iteration 53Q: 3 clusters Score -1607829 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47713 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1607880.000000 Penalty: 988.544373
	Iteration 54Q: 3 clusters Score -1607880 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -1607932.750000 Penalty: 988.544373
	Iteration 55Q: 3 clusters Score -1607933 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1607979.500000 Penalty: 988.544373
	Iteration 56Q: 3 clusters Score -1607980 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48374 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1608027.000000 Penalty: 988.544373
	Iteration 57Q: 3 clusters Score -1608027 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1608074.750000 Penalty: 988.544373
	Iteration 58Q: 3 clusters Score -1608075 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48764 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1608123.125000 Penalty: 988.544373
	Iteration 59Q: 3 clusters Score -1608123 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48930 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1608152.375000 Penalty: 988.544373
	Iteration 60F: 3 clusters Score -1608152 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1608197.125000 Penalty: 988.544373
	Iteration 61Q: 3 clusters Score -1608197 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49269 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1608239.625000 Penalty: 988.544373
	Iteration 62Q: 3 clusters Score -1608240 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1608275.250000 Penalty: 988.544373
	Iteration 63Q: 3 clusters Score -1608275 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49583 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1608309.625000 Penalty: 988.544373
	Iteration 64Q: 3 clusters Score -1608310 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49732 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1608349.750000 Penalty: 988.544373
	Iteration 65Q: 3 clusters Score -1608350 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49877 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1608389.625000 Penalty: 988.544373
	Iteration 66Q: 3 clusters Score -1608390 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50025 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1608423.625000 Penalty: 988.544373
	Iteration 67Q: 3 clusters Score -1608424 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50133 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1608442.375000 Penalty: 988.544373
	Iteration 68Q: 3 clusters Score -1608442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50201 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1608449.750000 Penalty: 988.544373
	Iteration 69Q: 3 clusters Score -1608450 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50243 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1608455.875000 Penalty: 988.544373
	Iteration 70Q: 3 clusters Score -1608456 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1608459.500000 Penalty: 988.544373
	Iteration 71Q: 3 clusters Score -1608460 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1608466.125000 Penalty: 988.544373
	Iteration 72Q: 3 clusters Score -1608466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1608477.500000 Penalty: 988.544373
	Iteration 73Q: 3 clusters Score -1608478 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50414 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1608482.750000 Penalty: 988.544373
	Iteration 74Q: 3 clusters Score -1608483 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50456 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1608490.000000 Penalty: 988.544373
	Iteration 75Q: 3 clusters Score -1608490 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1608498.125000 Penalty: 988.544373
	Iteration 76Q: 3 clusters Score -1608498 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50544 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1608506.750000 Penalty: 988.544373
	Iteration 77Q: 3 clusters Score -1608507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1608509.625000 Penalty: 988.544373
	Iteration 78Q: 3 clusters Score -1608510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50610 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1608511.625000 Penalty: 988.544373
	Iteration 79Q: 3 clusters Score -1608512 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50638 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1608514.625000 Penalty: 988.544373
	Iteration 80F: 3 clusters Score -1608515 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1608521.125000 Penalty: 988.544373
	Iteration 81Q: 3 clusters Score -1608521 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1608524.250000 Penalty: 988.544373
	Iteration 82Q: 3 clusters Score -1608524 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50714 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1608526.375000 Penalty: 988.544373
	Iteration 83Q: 3 clusters Score -1608526 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1608526.000000 Penalty: 988.544373
	Iteration 84Q: 3 clusters Score -1608526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50765 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1608529.875000 Penalty: 988.544373
	Iteration 85Q: 3 clusters Score -1608530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50777 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1608529.500000 Penalty: 988.544373
	Iteration 86Q: 3 clusters Score -1608530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1608532.500000 Penalty: 988.544373
	Iteration 87Q: 3 clusters Score -1608532 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50807 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1608534.625000 Penalty: 988.544373
	Iteration 88Q: 3 clusters Score -1608535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50821 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -1608538.000000 Penalty: 988.544373
	Iteration 89Q: 3 clusters Score -1608538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1608535.625000 Penalty: 988.544373
	Iteration 90Q: 3 clusters Score -1608536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50846 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1608539.250000 Penalty: 988.544373
	Iteration 91Q: 3 clusters Score -1608539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50853 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1608538.250000 Penalty: 988.544373
	Iteration 92Q: 3 clusters Score -1608538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50863 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1608539.125000 Penalty: 988.544373
	Iteration 93Q: 3 clusters Score -1608539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50881 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1608541.125000 Penalty: 988.544373
	Iteration 94Q: 3 clusters Score -1608541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1608541.125000 Penalty: 988.544373
	Iteration 95Q: 3 clusters Score -1608541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50903 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1608544.125000 Penalty: 988.544373
	Iteration 96Q: 3 clusters Score -1608544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50909 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1608543.000000 Penalty: 988.544373
	Iteration 97Q: 3 clusters Score -1608543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1608550.125000 Penalty: 988.544373
	Iteration 98Q: 3 clusters Score -1608550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50928 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1608547.250000 Penalty: 988.544373
	Iteration 99Q: 3 clusters Score -1608547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1608550.250000 Penalty: 988.544373
	Iteration 100F: 3 clusters Score -1608550 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50949 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1608550.875000 Penalty: 988.544373
	Iteration 101Q: 3 clusters Score -1608551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1608552.875000 Penalty: 988.544373
	Iteration 102Q: 3 clusters Score -1608553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1608553.250000 Penalty: 988.544373
	Iteration 103Q: 3 clusters Score -1608553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1608552.250000 Penalty: 988.544373
	Iteration 104Q: 3 clusters Score -1608552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50969 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1608551.250000 Penalty: 988.544373
	Iteration 105Q: 3 clusters Score -1608551 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50970 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1608550.000000 Penalty: 988.544373
	Iteration 106Q: 3 clusters Score -1608550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50971 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1608549.250000 Penalty: 988.544373
	Iteration 107Q: 3 clusters Score -1608549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1608552.125000 Penalty: 988.544373
	Iteration 108Q: 3 clusters Score -1608552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50974 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1608551.625000 Penalty: 988.544373
	Iteration 109Q: 3 clusters Score -1608552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50977 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1608548.125000 Penalty: 988.544373
	Iteration 110Q: 3 clusters Score -1608548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50979 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1608549.875000 Penalty: 988.544373
	Iteration 111Q: 3 clusters Score -1608550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1608549.625000 Penalty: 988.544373
	Iteration 112Q: 3 clusters Score -1608550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50980 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1608549.625000 Penalty: 988.544373
	Iteration 113F: 3 clusters Score -1608550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Entering Unmasked Estep 
Score: -214249.234375 Penalty: 400.739990
	Iteration 0F: 2 clusters Score -214249.2 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 3325 members 
Entering Unmasked Estep 
Score: -209731.640625 Penalty: 801.479980
	Iteration 0F: 3 clusters Score -209731.6 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -211556.906250 Penalty: 801.479980
	Iteration 1F: 3 clusters Score -211556.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -211747.062500 Penalty: 801.479980
	Iteration 2F: 3 clusters Score -211747.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -211960.921875 Penalty: 801.479980
	Iteration 3F: 3 clusters Score -211960.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -212193.906250 Penalty: 801.479980
	Iteration 4F: 3 clusters Score -212193.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -212458.312500 Penalty: 801.479980
	Iteration 5F: 3 clusters Score -212458.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -212734.218750 Penalty: 801.479980
	Iteration 6F: 3 clusters Score -212734.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -212999.765625 Penalty: 801.479980
	Iteration 7F: 3 clusters Score -212999.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -213186.515625 Penalty: 801.479980
	Iteration 8Q: 3 clusters Score -213186.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -213305.640625 Penalty: 801.479980
	Iteration 9Q: 3 clusters Score -213305.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -213417.250000 Penalty: 801.479980
	Iteration 10Q: 3 clusters Score -213417.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -213509.812500 Penalty: 801.479980
	Iteration 11Q: 3 clusters Score -213509.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -213586.328125 Penalty: 801.479980
	Iteration 12Q: 3 clusters Score -213586.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -213634.859375 Penalty: 801.479980
	Iteration 13Q: 3 clusters Score -213634.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -213675.812500 Penalty: 801.479980
	Iteration 14Q: 3 clusters Score -213675.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -213715.109375 Penalty: 801.479980
	Iteration 15Q: 3 clusters Score -213715.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -213753.640625 Penalty: 801.479980
	Iteration 16Q: 3 clusters Score -213753.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -213795.171875 Penalty: 801.479980
	Iteration 17Q: 3 clusters Score -213795.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -213830.031250 Penalty: 801.479980
	Iteration 18Q: 3 clusters Score -213830 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -213858.187500 Penalty: 801.479980
	Iteration 19Q: 3 clusters Score -213858.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -213877.109375 Penalty: 801.479980
	Iteration 20F: 3 clusters Score -213877.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -213883.000000 Penalty: 801.479980
	Iteration 21Q: 3 clusters Score -213883 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -213887.453125 Penalty: 801.479980
	Iteration 22Q: 3 clusters Score -213887.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -213892.203125 Penalty: 801.479980
	Iteration 23Q: 3 clusters Score -213892.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -213899.468750 Penalty: 801.479980
	Iteration 24Q: 3 clusters Score -213899.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -213904.359375 Penalty: 801.479980
	Iteration 25Q: 3 clusters Score -213904.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -213907.484375 Penalty: 801.479980
	Iteration 26Q: 3 clusters Score -213907.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -213910.250000 Penalty: 801.479980
	Iteration 27Q: 3 clusters Score -213910.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -213911.421875 Penalty: 801.479980
	Iteration 28Q: 3 clusters Score -213911.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -213913.093750 Penalty: 801.479980
	Iteration 29Q: 3 clusters Score -213913.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -213915.281250 Penalty: 801.479980
	Iteration 30Q: 3 clusters Score -213915.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -213917.671875 Penalty: 801.479980
	Iteration 31Q: 3 clusters Score -213917.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -213919.562500 Penalty: 801.479980
	Iteration 32Q: 3 clusters Score -213919.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -213920.750000 Penalty: 801.479980
	Iteration 33Q: 3 clusters Score -213920.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -213921.468750 Penalty: 801.479980
	Iteration 34Q: 3 clusters Score -213921.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -213922.375000 Penalty: 801.479980
	Iteration 35Q: 3 clusters Score -213922.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -213923.218750 Penalty: 801.479980
	Iteration 36Q: 3 clusters Score -213923.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -213923.218750 Penalty: 801.479980
	Iteration 37F: 3 clusters Score -213923.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Entering Unmasked Estep 
Score: -769789.062500 Penalty: 459.330750
	Iteration 0F: 2 clusters Score -769789.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -753534.375000 Penalty: 918.661499
	Iteration 0F: 3 clusters Score -753534.4 nChanged 11683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -760458.062500 Penalty: 918.661499
	Iteration 1F: 3 clusters Score -760458.1 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -761137.750000 Penalty: 918.661499
	Iteration 2F: 3 clusters Score -761137.8 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -761964.187500 Penalty: 918.661499
	Iteration 3F: 3 clusters Score -761964.2 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -762768.187500 Penalty: 918.661499
	Iteration 4F: 3 clusters Score -762768.2 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -763515.375000 Penalty: 918.661499
	Iteration 5F: 3 clusters Score -763515.4 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -764331.875000 Penalty: 918.661499
	Iteration 6F: 3 clusters Score -764331.9 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -765201.875000 Penalty: 918.661499
	Iteration 7F: 3 clusters Score -765201.9 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -766086.250000 Penalty: 918.661499
	Iteration 8Q: 3 clusters Score -766086.2 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -767000.875000 Penalty: 918.661499
	Iteration 9Q: 3 clusters Score -767000.9 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 20290 members 
Entering Unmasked Estep 
Score: -767686.437500 Penalty: 918.661499
	Iteration 10Q: 3 clusters Score -767686.4 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -768074.312500 Penalty: 918.661499
	Iteration 11Q: 3 clusters Score -768074.3 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 21203 members 
Entering Unmasked Estep 
Score: -768330.812500 Penalty: 918.661499
	Iteration 12Q: 3 clusters Score -768330.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -768496.000000 Penalty: 918.661499
	Iteration 13Q: 3 clusters Score -768496 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -768628.062500 Penalty: 918.661499
	Iteration 14Q: 3 clusters Score -768628.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -768753.875000 Penalty: 918.661499
	Iteration 15Q: 3 clusters Score -768753.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -768863.750000 Penalty: 918.661499
	Iteration 16Q: 3 clusters Score -768863.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -768975.125000 Penalty: 918.661499
	Iteration 17Q: 3 clusters Score -768975.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -769070.562500 Penalty: 918.661499
	Iteration 18Q: 3 clusters Score -769070.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -769144.000000 Penalty: 918.661499
	Iteration 19Q: 3 clusters Score -769144 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -769192.250000 Penalty: 918.661499
	Iteration 20F: 3 clusters Score -769192.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -769237.062500 Penalty: 918.661499
	Iteration 21Q: 3 clusters Score -769237.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -769283.062500 Penalty: 918.661499
	Iteration 22Q: 3 clusters Score -769283.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -769314.500000 Penalty: 918.661499
	Iteration 23Q: 3 clusters Score -769314.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -769343.812500 Penalty: 918.661499
	Iteration 24Q: 3 clusters Score -769343.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 23478 members 
Entering Unmasked Estep 
Score: -769364.312500 Penalty: 918.661499
	Iteration 25Q: 3 clusters Score -769364.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 23513 members 
Entering Unmasked Estep 
Score: -769376.750000 Penalty: 918.661499
	Iteration 26Q: 3 clusters Score -769376.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -769398.125000 Penalty: 918.661499
	Iteration 27Q: 3 clusters Score -769398.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -769422.562500 Penalty: 918.661499
	Iteration 28Q: 3 clusters Score -769422.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 23617 members 
Entering Unmasked Estep 
Score: -769446.125000 Penalty: 918.661499
	Iteration 29Q: 3 clusters Score -769446.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -769461.937500 Penalty: 918.661499
	Iteration 30Q: 3 clusters Score -769461.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -769471.125000 Penalty: 918.661499
	Iteration 31Q: 3 clusters Score -769471.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -769476.687500 Penalty: 918.661499
	Iteration 32Q: 3 clusters Score -769476.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 23695 members 
Entering Unmasked Estep 
Score: -769481.625000 Penalty: 918.661499
	Iteration 33Q: 3 clusters Score -769481.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -769489.187500 Penalty: 918.661499
	Iteration 34Q: 3 clusters Score -769489.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -769492.562500 Penalty: 918.661499
	Iteration 35Q: 3 clusters Score -769492.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 23740 members 
Entering Unmasked Estep 
Score: -769497.687500 Penalty: 918.661499
	Iteration 36Q: 3 clusters Score -769497.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -769501.062500 Penalty: 918.661499
	Iteration 37Q: 3 clusters Score -769501.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -769502.312500 Penalty: 918.661499
	Iteration 38Q: 3 clusters Score -769502.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -769503.875000 Penalty: 918.661499
	Iteration 39Q: 3 clusters Score -769503.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -769505.375000 Penalty: 918.661499
	Iteration 40F: 3 clusters Score -769505.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -769506.062500 Penalty: 918.661499
	Iteration 41Q: 3 clusters Score -769506.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -769506.625000 Penalty: 918.661499
	Iteration 42Q: 3 clusters Score -769506.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -769509.187500 Penalty: 918.661499
	Iteration 43Q: 3 clusters Score -769509.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -769509.375000 Penalty: 918.661499
	Iteration 44Q: 3 clusters Score -769509.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -769510.687500 Penalty: 918.661499
	Iteration 45Q: 3 clusters Score -769510.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -769511.062500 Penalty: 918.661499
	Iteration 46Q: 3 clusters Score -769511.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -769512.812500 Penalty: 918.661499
	Iteration 47Q: 3 clusters Score -769512.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -769515.812500 Penalty: 918.661499
	Iteration 48Q: 3 clusters Score -769515.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -769518.062500 Penalty: 918.661499
	Iteration 49Q: 3 clusters Score -769518.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 23818 members 
Entering Unmasked Estep 
Score: -769519.000000 Penalty: 918.661499
	Iteration 50Q: 3 clusters Score -769519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -769519.937500 Penalty: 918.661499
	Iteration 51Q: 3 clusters Score -769519.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -769523.375000 Penalty: 918.661499
	Iteration 52Q: 3 clusters Score -769523.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 23838 members 
Entering Unmasked Estep 
Score: -769525.312500 Penalty: 918.661499
	Iteration 53Q: 3 clusters Score -769525.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -769527.375000 Penalty: 918.661499
	Iteration 54Q: 3 clusters Score -769527.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -769528.875000 Penalty: 918.661499
	Iteration 55Q: 3 clusters Score -769528.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -769528.937500 Penalty: 918.661499
	Iteration 56Q: 3 clusters Score -769528.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23846 members 
Entering Unmasked Estep 
Score: -769528.937500 Penalty: 918.661499
	Iteration 57F: 3 clusters Score -769528.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Entering Unmasked Estep 
Score: -64656.742188 Penalty: 348.061005
	Iteration 0F: 2 clusters Score -64656.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -63147.003906 Penalty: 696.122009
	Iteration 0F: 3 clusters Score -63147 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -63915.093750 Penalty: 696.122009
	Iteration 1F: 3 clusters Score -63915.09 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -64157.328125 Penalty: 696.122009
	Iteration 2F: 3 clusters Score -64157.33 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -64315.777344 Penalty: 696.122009
	Iteration 3F: 3 clusters Score -64315.78 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -64433.042969 Penalty: 696.122009
	Iteration 4F: 3 clusters Score -64433.04 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -64498.878906 Penalty: 696.122009
	Iteration 5Q: 3 clusters Score -64498.88 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -64542.917969 Penalty: 696.122009
	Iteration 6Q: 3 clusters Score -64542.92 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -64563.523438 Penalty: 696.122009
	Iteration 7Q: 3 clusters Score -64563.52 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -64574.546875 Penalty: 696.122009
	Iteration 8Q: 3 clusters Score -64574.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -64582.484375 Penalty: 696.122009
	Iteration 9Q: 3 clusters Score -64582.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -64585.453125 Penalty: 696.122009
	Iteration 10Q: 3 clusters Score -64585.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -64592.605469 Penalty: 696.122009
	Iteration 11Q: 3 clusters Score -64592.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -64595.386719 Penalty: 696.122009
	Iteration 12Q: 3 clusters Score -64595.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -64597.851562 Penalty: 696.122009
	Iteration 13Q: 3 clusters Score -64597.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -64598.570312 Penalty: 696.122009
	Iteration 14Q: 3 clusters Score -64598.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -64598.585938 Penalty: 696.122009
	Iteration 15Q: 3 clusters Score -64598.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -64598.585938 Penalty: 696.122009
	Iteration 16F: 3 clusters Score -64598.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Entering Unmasked Estep 
Score: -60775.070312 Penalty: 343.363312
	Iteration 0F: 2 clusters Score -60775.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -59399.605469 Penalty: 686.726624
	Iteration 0F: 3 clusters Score -59399.61 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -59858.257812 Penalty: 686.726624
	Iteration 1F: 3 clusters Score -59858.26 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -59927.101562 Penalty: 686.726624
	Iteration 2F: 3 clusters Score -59927.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -59973.015625 Penalty: 686.726624
	Iteration 3F: 3 clusters Score -59973.02 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -60012.457031 Penalty: 686.726624
	Iteration 4Q: 3 clusters Score -60012.46 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -60049.035156 Penalty: 686.726624
	Iteration 5Q: 3 clusters Score -60049.04 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -60080.593750 Penalty: 686.726624
	Iteration 6Q: 3 clusters Score -60080.59 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -60105.144531 Penalty: 686.726624
	Iteration 7Q: 3 clusters Score -60105.14 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -60129.105469 Penalty: 686.726624
	Iteration 8Q: 3 clusters Score -60129.11 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -60156.886719 Penalty: 686.726624
	Iteration 9Q: 3 clusters Score -60156.89 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -60189.781250 Penalty: 686.726624
	Iteration 10Q: 3 clusters Score -60189.78 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -60216.324219 Penalty: 686.726624
	Iteration 11Q: 3 clusters Score -60216.32 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -60246.281250 Penalty: 686.726624
	Iteration 12Q: 3 clusters Score -60246.28 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -60273.085938 Penalty: 686.726624
	Iteration 13Q: 3 clusters Score -60273.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -60297.714844 Penalty: 686.726624
	Iteration 14Q: 3 clusters Score -60297.71 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -60314.328125 Penalty: 686.726624
	Iteration 15Q: 3 clusters Score -60314.33 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -60328.535156 Penalty: 686.726624
	Iteration 16Q: 3 clusters Score -60328.54 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -60348.703125 Penalty: 686.726624
	Iteration 17Q: 3 clusters Score -60348.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -60365.570312 Penalty: 686.726624
	Iteration 18Q: 3 clusters Score -60365.57 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -60383.550781 Penalty: 686.726624
	Iteration 19Q: 3 clusters Score -60383.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -60396.765625 Penalty: 686.726624
	Iteration 20F: 3 clusters Score -60396.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -60412.203125 Penalty: 686.726624
	Iteration 21Q: 3 clusters Score -60412.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -60429.027344 Penalty: 686.726624
	Iteration 22Q: 3 clusters Score -60429.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -60451.914062 Penalty: 686.726624
	Iteration 23Q: 3 clusters Score -60451.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60469.390625 Penalty: 686.726624
	Iteration 24Q: 3 clusters Score -60469.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -60475.062500 Penalty: 686.726624
	Iteration 25Q: 3 clusters Score -60475.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -60479.238281 Penalty: 686.726624
	Iteration 26Q: 3 clusters Score -60479.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -60483.144531 Penalty: 686.726624
	Iteration 27Q: 3 clusters Score -60483.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -60487.246094 Penalty: 686.726624
	Iteration 28Q: 3 clusters Score -60487.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -60490.089844 Penalty: 686.726624
	Iteration 29Q: 3 clusters Score -60490.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -60491.242188 Penalty: 686.726624
	Iteration 30Q: 3 clusters Score -60491.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -60492.257812 Penalty: 686.726624
	Iteration 31Q: 3 clusters Score -60492.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60492.527344 Penalty: 686.726624
	Iteration 32Q: 3 clusters Score -60492.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -60492.527344 Penalty: 686.726624
	Iteration 33F: 3 clusters Score -60492.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Entering Unmasked Estep 
Score: -240179.703125 Penalty: 409.426483
	Iteration 0F: 2 clusters Score -240179.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -234728.906250 Penalty: 818.852966
	Iteration 0F: 3 clusters Score -234728.9 nChanged 3795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -236800.031250 Penalty: 818.852966
	Iteration 1F: 3 clusters Score -236800 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -237126.921875 Penalty: 818.852966
	Iteration 2F: 3 clusters Score -237126.9 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -237589.718750 Penalty: 818.852966
	Iteration 3F: 3 clusters Score -237589.7 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -238089.015625 Penalty: 818.852966
	Iteration 4F: 3 clusters Score -238089 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -238545.250000 Penalty: 818.852966
	Iteration 5F: 3 clusters Score -238545.2 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -238921.421875 Penalty: 818.852966
	Iteration 6F: 3 clusters Score -238921.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -239179.484375 Penalty: 818.852966
	Iteration 7Q: 3 clusters Score -239179.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -239367.796875 Penalty: 818.852966
	Iteration 8Q: 3 clusters Score -239367.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -239451.843750 Penalty: 818.852966
	Iteration 9Q: 3 clusters Score -239451.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -239505.250000 Penalty: 818.852966
	Iteration 10Q: 3 clusters Score -239505.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -239545.546875 Penalty: 818.852966
	Iteration 11Q: 3 clusters Score -239545.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -239579.031250 Penalty: 818.852966
	Iteration 12Q: 3 clusters Score -239579 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -239603.968750 Penalty: 818.852966
	Iteration 13Q: 3 clusters Score -239604 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -239630.515625 Penalty: 818.852966
	Iteration 14Q: 3 clusters Score -239630.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7491 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -239658.203125 Penalty: 818.852966
	Iteration 15Q: 3 clusters Score -239658.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -239683.000000 Penalty: 818.852966
	Iteration 16Q: 3 clusters Score -239683 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -239711.890625 Penalty: 818.852966
	Iteration 17Q: 3 clusters Score -239711.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -239729.906250 Penalty: 818.852966
	Iteration 18Q: 3 clusters Score -239729.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -239740.562500 Penalty: 818.852966
	Iteration 19Q: 3 clusters Score -239740.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -239751.062500 Penalty: 818.852966
	Iteration 20F: 3 clusters Score -239751.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -239758.703125 Penalty: 818.852966
	Iteration 21Q: 3 clusters Score -239758.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -239765.640625 Penalty: 818.852966
	Iteration 22Q: 3 clusters Score -239765.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -239772.281250 Penalty: 818.852966
	Iteration 23Q: 3 clusters Score -239772.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -239777.859375 Penalty: 818.852966
	Iteration 24Q: 3 clusters Score -239777.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -239783.031250 Penalty: 818.852966
	Iteration 25Q: 3 clusters Score -239783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -239790.593750 Penalty: 818.852966
	Iteration 26Q: 3 clusters Score -239790.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -239797.875000 Penalty: 818.852966
	Iteration 27Q: 3 clusters Score -239797.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -239800.062500 Penalty: 818.852966
	Iteration 28Q: 3 clusters Score -239800.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -239804.828125 Penalty: 818.852966
	Iteration 29Q: 3 clusters Score -239804.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -239810.984375 Penalty: 818.852966
	Iteration 30Q: 3 clusters Score -239811 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -239816.156250 Penalty: 818.852966
	Iteration 31Q: 3 clusters Score -239816.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -239822.453125 Penalty: 818.852966
	Iteration 32Q: 3 clusters Score -239822.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -239828.625000 Penalty: 818.852966
	Iteration 33Q: 3 clusters Score -239828.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -239834.515625 Penalty: 818.852966
	Iteration 34Q: 3 clusters Score -239834.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -239839.171875 Penalty: 818.852966
	Iteration 35Q: 3 clusters Score -239839.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -239843.953125 Penalty: 818.852966
	Iteration 36Q: 3 clusters Score -239844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -239848.343750 Penalty: 818.852966
	Iteration 37Q: 3 clusters Score -239848.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -239850.718750 Penalty: 818.852966
	Iteration 38Q: 3 clusters Score -239850.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -239855.875000 Penalty: 818.852966
	Iteration 39Q: 3 clusters Score -239855.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -239857.875000 Penalty: 818.852966
	Iteration 40F: 3 clusters Score -239857.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -239862.781250 Penalty: 818.852966
	Iteration 41Q: 3 clusters Score -239862.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -239863.234375 Penalty: 818.852966
	Iteration 42Q: 3 clusters Score -239863.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -239863.234375 Penalty: 818.852966
	Iteration 43F: 3 clusters Score -239863.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Entering Unmasked Estep 
Score: -131626.906250 Penalty: 381.746887
	Iteration 0F: 2 clusters Score -131626.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -128645.453125 Penalty: 763.493774
	Iteration 0F: 3 clusters Score -128645.5 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -129734.437500 Penalty: 763.493774
	Iteration 1F: 3 clusters Score -129734.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -129893.773438 Penalty: 763.493774
	Iteration 2F: 3 clusters Score -129893.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -130048.289062 Penalty: 763.493774
	Iteration 3F: 3 clusters Score -130048.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -130205.250000 Penalty: 763.493774
	Iteration 4F: 3 clusters Score -130205.2 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -130385.640625 Penalty: 763.493774
	Iteration 5F: 3 clusters Score -130385.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -130559.250000 Penalty: 763.493774
	Iteration 6F: 3 clusters Score -130559.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -130738.585938 Penalty: 763.493774
	Iteration 7F: 3 clusters Score -130738.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -130901.859375 Penalty: 763.493774
	Iteration 8Q: 3 clusters Score -130901.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -131007.054688 Penalty: 763.493774
	Iteration 9Q: 3 clusters Score -131007.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -131094.812500 Penalty: 763.493774
	Iteration 10Q: 3 clusters Score -131094.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -131139.531250 Penalty: 763.493774
	Iteration 11Q: 3 clusters Score -131139.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -131169.968750 Penalty: 763.493774
	Iteration 12Q: 3 clusters Score -131170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -131197.703125 Penalty: 763.493774
	Iteration 13Q: 3 clusters Score -131197.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -131213.109375 Penalty: 763.493774
	Iteration 14Q: 3 clusters Score -131213.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -131222.796875 Penalty: 763.493774
	Iteration 15Q: 3 clusters Score -131222.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -131229.890625 Penalty: 763.493774
	Iteration 16Q: 3 clusters Score -131229.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -131235.921875 Penalty: 763.493774
	Iteration 17Q: 3 clusters Score -131235.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -131240.000000 Penalty: 763.493774
	Iteration 18Q: 3 clusters Score -131240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -131245.484375 Penalty: 763.493774
	Iteration 19Q: 3 clusters Score -131245.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -131247.812500 Penalty: 763.493774
	Iteration 20F: 3 clusters Score -131247.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -131250.156250 Penalty: 763.493774
	Iteration 21Q: 3 clusters Score -131250.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -131252.140625 Penalty: 763.493774
	Iteration 22Q: 3 clusters Score -131252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -131254.609375 Penalty: 763.493774
	Iteration 23Q: 3 clusters Score -131254.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -131256.187500 Penalty: 763.493774
	Iteration 24Q: 3 clusters Score -131256.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -131258.203125 Penalty: 763.493774
	Iteration 25Q: 3 clusters Score -131258.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -131259.828125 Penalty: 763.493774
	Iteration 26Q: 3 clusters Score -131259.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -131260.328125 Penalty: 763.493774
	Iteration 27Q: 3 clusters Score -131260.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -131260.328125 Penalty: 763.493774
	Iteration 28F: 3 clusters Score -131260.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Entering Unmasked Estep 
Score: -286007.656250 Penalty: 412.723602
	Iteration 0F: 2 clusters Score -286007.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -280281.906250 Penalty: 825.447205
	Iteration 0F: 3 clusters Score -280281.9 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -282548.625000 Penalty: 825.447205
	Iteration 1F: 3 clusters Score -282548.6 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -282789.031250 Penalty: 825.447205
	Iteration 2F: 3 clusters Score -282789 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -283074.687500 Penalty: 825.447205
	Iteration 3F: 3 clusters Score -283074.7 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -283453.500000 Penalty: 825.447205
	Iteration 4F: 3 clusters Score -283453.5 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -283873.093750 Penalty: 825.447205
	Iteration 5F: 3 clusters Score -283873.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -284294.906250 Penalty: 825.447205
	Iteration 6F: 3 clusters Score -284294.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -284693.593750 Penalty: 825.447205
	Iteration 7F: 3 clusters Score -284693.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -285059.125000 Penalty: 825.447205
	Iteration 8Q: 3 clusters Score -285059.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -285269.406250 Penalty: 825.447205
	Iteration 9Q: 3 clusters Score -285269.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -285390.125000 Penalty: 825.447205
	Iteration 10Q: 3 clusters Score -285390.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -285475.031250 Penalty: 825.447205
	Iteration 11Q: 3 clusters Score -285475 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -285542.968750 Penalty: 825.447205
	Iteration 12Q: 3 clusters Score -285543 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -285591.718750 Penalty: 825.447205
	Iteration 13Q: 3 clusters Score -285591.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -285634.375000 Penalty: 825.447205
	Iteration 14Q: 3 clusters Score -285634.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -285659.062500 Penalty: 825.447205
	Iteration 15Q: 3 clusters Score -285659.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -285672.687500 Penalty: 825.447205
	Iteration 16Q: 3 clusters Score -285672.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -285683.406250 Penalty: 825.447205
	Iteration 17Q: 3 clusters Score -285683.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -285690.968750 Penalty: 825.447205
	Iteration 18Q: 3 clusters Score -285691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -285695.375000 Penalty: 825.447205
	Iteration 19Q: 3 clusters Score -285695.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -285701.281250 Penalty: 825.447205
	Iteration 20F: 3 clusters Score -285701.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -285710.437500 Penalty: 825.447205
	Iteration 21Q: 3 clusters Score -285710.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -285719.750000 Penalty: 825.447205
	Iteration 22Q: 3 clusters Score -285719.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -285727.062500 Penalty: 825.447205
	Iteration 23Q: 3 clusters Score -285727.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -285730.750000 Penalty: 825.447205
	Iteration 24Q: 3 clusters Score -285730.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -285733.906250 Penalty: 825.447205
	Iteration 25Q: 3 clusters Score -285733.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -285734.906250 Penalty: 825.447205
	Iteration 26Q: 3 clusters Score -285734.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -285737.593750 Penalty: 825.447205
	Iteration 27Q: 3 clusters Score -285737.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -285739.343750 Penalty: 825.447205
	Iteration 28Q: 3 clusters Score -285739.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -285742.531250 Penalty: 825.447205
	Iteration 29Q: 3 clusters Score -285742.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -285744.312500 Penalty: 825.447205
	Iteration 30Q: 3 clusters Score -285744.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -285746.156250 Penalty: 825.447205
	Iteration 31Q: 3 clusters Score -285746.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -285747.000000 Penalty: 825.447205
	Iteration 32Q: 3 clusters Score -285747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -285747.750000 Penalty: 825.447205
	Iteration 33Q: 3 clusters Score -285747.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -285748.812500 Penalty: 825.447205
	Iteration 34Q: 3 clusters Score -285748.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -285748.843750 Penalty: 825.447205
	Iteration 35Q: 3 clusters Score -285748.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -285749.312500 Penalty: 825.447205
	Iteration 36Q: 3 clusters Score -285749.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -285750.343750 Penalty: 825.447205
	Iteration 37Q: 3 clusters Score -285750.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -285750.406250 Penalty: 825.447205
	Iteration 38Q: 3 clusters Score -285750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -285750.281250 Penalty: 825.447205
	Iteration 39Q: 3 clusters Score -285750.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -285750.281250 Penalty: 825.447205
	Iteration 40F: 3 clusters Score -285750.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36781 members 
Entering Unmasked Estep 
Score: -1186803.625000 Penalty: 478.329498
	Iteration 0F: 2 clusters Score -1186804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -1162246.500000 Penalty: 956.658997
	Iteration 0F: 3 clusters Score -1162246 nChanged 17699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -1172969.000000 Penalty: 956.658997
	Iteration 1F: 3 clusters Score -1172969 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -1174232.000000 Penalty: 956.658997
	Iteration 2F: 3 clusters Score -1174232 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -1175867.875000 Penalty: 956.658997
	Iteration 3F: 3 clusters Score -1175868 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 26290 members 
Entering Unmasked Estep 
Score: -1177612.375000 Penalty: 956.658997
	Iteration 4F: 3 clusters Score -1177612 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -1179410.625000 Penalty: 956.658997
	Iteration 5F: 3 clusters Score -1179411 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 30456 members 
Entering Unmasked Estep 
Score: -1181161.250000 Penalty: 956.658997
	Iteration 6F: 3 clusters Score -1181161 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 32217 members 
Entering Unmasked Estep 
Score: -1182763.500000 Penalty: 956.658997
	Iteration 7Q: 3 clusters Score -1182764 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -1184054.125000 Penalty: 956.658997
	Iteration 8Q: 3 clusters Score -1184054 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -1184930.750000 Penalty: 956.658997
	Iteration 9Q: 3 clusters Score -1184931 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 35218 members 
Entering Unmasked Estep 
Score: -1185461.500000 Penalty: 956.658997
	Iteration 10Q: 3 clusters Score -1185462 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -1185812.625000 Penalty: 956.658997
	Iteration 11Q: 3 clusters Score -1185813 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 35934 members 
Entering Unmasked Estep 
Score: -1186021.625000 Penalty: 956.658997
	Iteration 12Q: 3 clusters Score -1186022 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -1186166.125000 Penalty: 956.658997
	Iteration 13Q: 3 clusters Score -1186166 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 36217 members 
Entering Unmasked Estep 
Score: -1186256.125000 Penalty: 956.658997
	Iteration 14Q: 3 clusters Score -1186256 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -1186327.250000 Penalty: 956.658997
	Iteration 15Q: 3 clusters Score -1186327 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -1186365.625000 Penalty: 956.658997
	Iteration 16Q: 3 clusters Score -1186366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -1186384.375000 Penalty: 956.658997
	Iteration 17Q: 3 clusters Score -1186384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -1186400.625000 Penalty: 956.658997
	Iteration 18Q: 3 clusters Score -1186401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -1186416.000000 Penalty: 956.658997
	Iteration 19Q: 3 clusters Score -1186416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 36432 members 
Entering Unmasked Estep 
Score: -1186420.625000 Penalty: 956.658997
	Iteration 20F: 3 clusters Score -1186421 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 36444 members 
Entering Unmasked Estep 
Score: -1186425.750000 Penalty: 956.658997
	Iteration 21Q: 3 clusters Score -1186426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 36453 members 
Entering Unmasked Estep 
Score: -1186425.875000 Penalty: 956.658997
	Iteration 22Q: 3 clusters Score -1186426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 36458 members 
Entering Unmasked Estep 
Score: -1186431.500000 Penalty: 956.658997
	Iteration 23Q: 3 clusters Score -1186432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -1186437.625000 Penalty: 956.658997
	Iteration 24Q: 3 clusters Score -1186438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -1186439.375000 Penalty: 956.658997
	Iteration 25Q: 3 clusters Score -1186439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 36479 members 
Entering Unmasked Estep 
Score: -1186440.750000 Penalty: 956.658997
	Iteration 26Q: 3 clusters Score -1186441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -1186444.125000 Penalty: 956.658997
	Iteration 27Q: 3 clusters Score -1186444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -1186446.875000 Penalty: 956.658997
	Iteration 28Q: 3 clusters Score -1186447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 36482 members 
Entering Unmasked Estep 
Score: -1186450.375000 Penalty: 956.658997
	Iteration 29Q: 3 clusters Score -1186450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 36485 members 
Entering Unmasked Estep 
Score: -1186452.750000 Penalty: 956.658997
	Iteration 30Q: 3 clusters Score -1186453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -1186453.500000 Penalty: 956.658997
	Iteration 31Q: 3 clusters Score -1186454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -1186454.125000 Penalty: 956.658997
	Iteration 32Q: 3 clusters Score -1186454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -1186454.750000 Penalty: 956.658997
	Iteration 33Q: 3 clusters Score -1186455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -1186454.375000 Penalty: 956.658997
	Iteration 34Q: 3 clusters Score -1186454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 36492 members 
Entering Unmasked Estep 
Score: -1186454.875000 Penalty: 956.658997
	Iteration 35Q: 3 clusters Score -1186455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 36493 members 
Entering Unmasked Estep 
Score: -1186455.000000 Penalty: 956.658997
	Iteration 36Q: 3 clusters Score -1186455 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 36494 members 
Entering Unmasked Estep 
Score: -1186456.875000 Penalty: 956.658997
	Iteration 37Q: 3 clusters Score -1186457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 36496 members 
Entering Unmasked Estep 
Score: -1186458.375000 Penalty: 956.658997
	Iteration 38Q: 3 clusters Score -1186458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -1186463.750000 Penalty: 956.658997
	Iteration 39Q: 3 clusters Score -1186464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 36505 members 
Entering Unmasked Estep 
Score: -1186465.000000 Penalty: 956.658997
	Iteration 40F: 3 clusters Score -1186465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 36507 members 
Entering Unmasked Estep 
Score: -1186466.250000 Penalty: 956.658997
	Iteration 41Q: 3 clusters Score -1186466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -1186467.500000 Penalty: 956.658997
	Iteration 42Q: 3 clusters Score -1186468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 36509 members 
Entering Unmasked Estep 
Score: -1186468.250000 Penalty: 956.658997
	Iteration 43Q: 3 clusters Score -1186468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 36511 members 
Entering Unmasked Estep 
Score: -1186467.625000 Penalty: 956.658997
	Iteration 44Q: 3 clusters Score -1186468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 36512 members 
Entering Unmasked Estep 
Score: -1186467.625000 Penalty: 956.658997
	Iteration 45Q: 3 clusters Score -1186468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -1186467.125000 Penalty: 956.658997
	Iteration 46Q: 3 clusters Score -1186467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -1186468.250000 Penalty: 956.658997
	Iteration 47Q: 3 clusters Score -1186468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -1186469.875000 Penalty: 956.658997
	Iteration 48Q: 3 clusters Score -1186470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -1186470.125000 Penalty: 956.658997
	Iteration 49Q: 3 clusters Score -1186470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -1186470.750000 Penalty: 956.658997
	Iteration 50Q: 3 clusters Score -1186471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 36514 members 
Entering Unmasked Estep 
Score: -1186472.375000 Penalty: 956.658997
	Iteration 51Q: 3 clusters Score -1186472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -1186471.875000 Penalty: 956.658997
	Iteration 52Q: 3 clusters Score -1186472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -1186472.750000 Penalty: 956.658997
	Iteration 53Q: 3 clusters Score -1186473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -1186472.875000 Penalty: 956.658997
	Iteration 54Q: 3 clusters Score -1186473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -1186472.375000 Penalty: 956.658997
	Iteration 55Q: 3 clusters Score -1186472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -1186473.375000 Penalty: 956.658997
	Iteration 56Q: 3 clusters Score -1186473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -1186473.375000 Penalty: 956.658997
	Iteration 57Q: 3 clusters Score -1186473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 36515 members 
Entering Unmasked Estep 
Score: -1186473.375000 Penalty: 956.658997
	Iteration 58F: 3 clusters Score -1186473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Entering Unmasked Estep 
Score: -491876.781250 Penalty: 437.141479
	Iteration 0F: 2 clusters Score -491876.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -481991.468750 Penalty: 874.282959
	Iteration 0F: 3 clusters Score -481991.5 nChanged 7019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -486115.093750 Penalty: 874.282959
	Iteration 1F: 3 clusters Score -486115.1 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -486356.875000 Penalty: 874.282959
	Iteration 2Q: 3 clusters Score -486356.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -486623.906250 Penalty: 874.282959
	Iteration 3Q: 3 clusters Score -486623.9 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -486942.625000 Penalty: 874.282959
	Iteration 4Q: 3 clusters Score -486942.6 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 9433 members 
Entering Unmasked Estep 
Score: -487355.156250 Penalty: 874.282959
	Iteration 5F: 3 clusters Score -487355.2 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -487833.312500 Penalty: 874.282959
	Iteration 6F: 3 clusters Score -487833.3 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -488449.750000 Penalty: 874.282959
	Iteration 7F: 3 clusters Score -488449.8 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 11286 members 
Entering Unmasked Estep 
Score: -489058.812500 Penalty: 874.282959
	Iteration 8F: 3 clusters Score -489058.8 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -489537.875000 Penalty: 874.282959
	Iteration 9Q: 3 clusters Score -489537.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -489869.687500 Penalty: 874.282959
	Iteration 10Q: 3 clusters Score -489869.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -490098.406250 Penalty: 874.282959
	Iteration 11Q: 3 clusters Score -490098.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -490275.906250 Penalty: 874.282959
	Iteration 12Q: 3 clusters Score -490275.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -490437.156250 Penalty: 874.282959
	Iteration 13Q: 3 clusters Score -490437.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 13277 members 
Entering Unmasked Estep 
Score: -490572.531250 Penalty: 874.282959
	Iteration 14Q: 3 clusters Score -490572.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -490688.437500 Penalty: 874.282959
	Iteration 15Q: 3 clusters Score -490688.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -490821.093750 Penalty: 874.282959
	Iteration 16Q: 3 clusters Score -490821.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -490948.343750 Penalty: 874.282959
	Iteration 17Q: 3 clusters Score -490948.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -491069.000000 Penalty: 874.282959
	Iteration 18Q: 3 clusters Score -491069 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -491164.437500 Penalty: 874.282959
	Iteration 19Q: 3 clusters Score -491164.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -491222.843750 Penalty: 874.282959
	Iteration 20F: 3 clusters Score -491222.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -491273.906250 Penalty: 874.282959
	Iteration 21Q: 3 clusters Score -491273.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -491313.562500 Penalty: 874.282959
	Iteration 22Q: 3 clusters Score -491313.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -491354.312500 Penalty: 874.282959
	Iteration 23Q: 3 clusters Score -491354.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -491395.593750 Penalty: 874.282959
	Iteration 24Q: 3 clusters Score -491395.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -491426.812500 Penalty: 874.282959
	Iteration 25Q: 3 clusters Score -491426.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -491460.218750 Penalty: 874.282959
	Iteration 26Q: 3 clusters Score -491460.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -491482.375000 Penalty: 874.282959
	Iteration 27Q: 3 clusters Score -491482.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -491495.312500 Penalty: 874.282959
	Iteration 28Q: 3 clusters Score -491495.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -491515.250000 Penalty: 874.282959
	Iteration 29Q: 3 clusters Score -491515.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -491528.750000 Penalty: 874.282959
	Iteration 30Q: 3 clusters Score -491528.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -491539.906250 Penalty: 874.282959
	Iteration 31Q: 3 clusters Score -491539.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -491544.343750 Penalty: 874.282959
	Iteration 32Q: 3 clusters Score -491544.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -491548.625000 Penalty: 874.282959
	Iteration 33Q: 3 clusters Score -491548.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -491553.687500 Penalty: 874.282959
	Iteration 34Q: 3 clusters Score -491553.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -491559.656250 Penalty: 874.282959
	Iteration 35Q: 3 clusters Score -491559.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -491561.500000 Penalty: 874.282959
	Iteration 36Q: 3 clusters Score -491561.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -491563.468750 Penalty: 874.282959
	Iteration 37Q: 3 clusters Score -491563.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -491565.687500 Penalty: 874.282959
	Iteration 38Q: 3 clusters Score -491565.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -491567.187500 Penalty: 874.282959
	Iteration 39Q: 3 clusters Score -491567.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -491569.968750 Penalty: 874.282959
	Iteration 40F: 3 clusters Score -491570 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -491571.468750 Penalty: 874.282959
	Iteration 41Q: 3 clusters Score -491571.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14495 members 
Entering Unmasked Estep 
Score: -491574.125000 Penalty: 874.282959
	Iteration 42Q: 3 clusters Score -491574.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -491577.281250 Penalty: 874.282959
	Iteration 43Q: 3 clusters Score -491577.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -491579.687500 Penalty: 874.282959
	Iteration 44Q: 3 clusters Score -491579.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -491581.250000 Penalty: 874.282959
	Iteration 45Q: 3 clusters Score -491581.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -491583.625000 Penalty: 874.282959
	Iteration 46Q: 3 clusters Score -491583.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -491585.562500 Penalty: 874.282959
	Iteration 47Q: 3 clusters Score -491585.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -491586.437500 Penalty: 874.282959
	Iteration 48Q: 3 clusters Score -491586.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -491586.968750 Penalty: 874.282959
	Iteration 49Q: 3 clusters Score -491587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -491588.218750 Penalty: 874.282959
	Iteration 50Q: 3 clusters Score -491588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 14456 members 
Entering Unmasked Estep 
Score: -491589.343750 Penalty: 874.282959
	Iteration 51Q: 3 clusters Score -491589.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -491589.343750 Penalty: 874.282959
	Iteration 52Q: 3 clusters Score -491589.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -491589.343750 Penalty: 874.282959
	Iteration 53F: 3 clusters Score -491589.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -6799.754883 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -6799.755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6439.327637 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -6439.328 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6620.395508 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -6620.396 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6683.947754 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -6683.948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -6744.120605 Penalty: 526.886414
	Iteration 3F: 3 clusters Score -6744.121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6773.814941 Penalty: 526.886414
	Iteration 4Q: 3 clusters Score -6773.815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -6782.887207 Penalty: 526.886414
	Iteration 5Q: 3 clusters Score -6782.887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -6789.117676 Penalty: 526.886414
	Iteration 6Q: 3 clusters Score -6789.118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -6797.707520 Penalty: 526.886414
	Iteration 7Q: 3 clusters Score -6797.708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6806.496582 Penalty: 526.886414
	Iteration 8Q: 3 clusters Score -6806.497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6817.544922 Penalty: 526.886414
	Iteration 9Q: 3 clusters Score -6817.545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6824.869141 Penalty: 526.886414
	Iteration 10Q: 3 clusters Score -6824.869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6828.355469 Penalty: 526.886414
	Iteration 11Q: 3 clusters Score -6828.355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6828.818359 Penalty: 526.886414
	Iteration 12Q: 3 clusters Score -6828.818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6828.818359 Penalty: 526.886414
	Iteration 13F: 3 clusters Score -6828.818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 4972 members 
Mstep: Class 3 contains 20163 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 121151 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 6921 members 
Mstep: Class 10 contains 150326 members 
Mstep: Class 11 contains 52215 members 
Mstep: Class 12 contains 6684 members 
Mstep: Class 13 contains 24226 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8090 members 
Mstep: Class 17 contains 4403 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 36781 members 
Mstep: Class 20 contains 14876 members 
Mstep: Class 21 contains 186 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 4432 members 
Mstep: Class 24 contains 9155 members 
Mstep: Class 25 contains 141 members 
Entering Unmasked Estep 
Score: -15736088.000000 Penalty: 14978.081055
Splitting cluster 21 changes total score from -15736412.000000 to -15736088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Entering Unmasked Estep 
Score: -100351.359375 Penalty: 367.875610
	Iteration 0F: 2 clusters Score -100351.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -98118.414062 Penalty: 735.751221
	Iteration 0F: 3 clusters Score -98118.41 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -98928.671875 Penalty: 735.751221
	Iteration 1F: 3 clusters Score -98928.67 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -99060.718750 Penalty: 735.751221
	Iteration 2F: 3 clusters Score -99060.72 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -99177.828125 Penalty: 735.751221
	Iteration 3F: 3 clusters Score -99177.83 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -99287.664062 Penalty: 735.751221
	Iteration 4F: 3 clusters Score -99287.66 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -99369.945312 Penalty: 735.751221
	Iteration 5Q: 3 clusters Score -99369.95 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -99445.085938 Penalty: 735.751221
	Iteration 6Q: 3 clusters Score -99445.09 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -99515.656250 Penalty: 735.751221
	Iteration 7Q: 3 clusters Score -99515.66 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -99572.562500 Penalty: 735.751221
	Iteration 8Q: 3 clusters Score -99572.56 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -99633.359375 Penalty: 735.751221
	Iteration 9Q: 3 clusters Score -99633.36 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -99684.726562 Penalty: 735.751221
	Iteration 10Q: 3 clusters Score -99684.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -99710.578125 Penalty: 735.751221
	Iteration 11Q: 3 clusters Score -99710.58 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -99726.312500 Penalty: 735.751221
	Iteration 12Q: 3 clusters Score -99726.31 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -99735.890625 Penalty: 735.751221
	Iteration 13Q: 3 clusters Score -99735.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -99745.835938 Penalty: 735.751221
	Iteration 14Q: 3 clusters Score -99745.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -99753.390625 Penalty: 735.751221
	Iteration 15Q: 3 clusters Score -99753.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -99759.648438 Penalty: 735.751221
	Iteration 16Q: 3 clusters Score -99759.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -99764.187500 Penalty: 735.751221
	Iteration 17Q: 3 clusters Score -99764.19 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -99767.351562 Penalty: 735.751221
	Iteration 18Q: 3 clusters Score -99767.35 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -99771.476562 Penalty: 735.751221
	Iteration 19Q: 3 clusters Score -99771.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -99773.968750 Penalty: 735.751221
	Iteration 20F: 3 clusters Score -99773.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -99776.882812 Penalty: 735.751221
	Iteration 21Q: 3 clusters Score -99776.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -99779.171875 Penalty: 735.751221
	Iteration 22Q: 3 clusters Score -99779.17 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -99782.500000 Penalty: 735.751221
	Iteration 23Q: 3 clusters Score -99782.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -99785.921875 Penalty: 735.751221
	Iteration 24Q: 3 clusters Score -99785.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -99790.859375 Penalty: 735.751221
	Iteration 25Q: 3 clusters Score -99790.86 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -99793.875000 Penalty: 735.751221
	Iteration 26Q: 3 clusters Score -99793.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -99797.507812 Penalty: 735.751221
	Iteration 27Q: 3 clusters Score -99797.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -99799.703125 Penalty: 735.751221
	Iteration 28Q: 3 clusters Score -99799.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -99803.914062 Penalty: 735.751221
	Iteration 29Q: 3 clusters Score -99803.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -99812.070312 Penalty: 735.751221
	Iteration 30Q: 3 clusters Score -99812.07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -99824.632812 Penalty: 735.751221
	Iteration 31Q: 3 clusters Score -99824.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -99831.976562 Penalty: 735.751221
	Iteration 32Q: 3 clusters Score -99831.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -99837.523438 Penalty: 735.751221
	Iteration 33Q: 3 clusters Score -99837.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -99843.007812 Penalty: 735.751221
	Iteration 34Q: 3 clusters Score -99843.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -99851.320312 Penalty: 735.751221
	Iteration 35Q: 3 clusters Score -99851.32 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -99859.539062 Penalty: 735.751221
	Iteration 36Q: 3 clusters Score -99859.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -99866.781250 Penalty: 735.751221
	Iteration 37Q: 3 clusters Score -99866.78 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -99871.632812 Penalty: 735.751221
	Iteration 38Q: 3 clusters Score -99871.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -99874.992188 Penalty: 735.751221
	Iteration 39Q: 3 clusters Score -99874.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -99877.960938 Penalty: 735.751221
	Iteration 40F: 3 clusters Score -99877.96 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -99882.328125 Penalty: 735.751221
	Iteration 41Q: 3 clusters Score -99882.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -99886.117188 Penalty: 735.751221
	Iteration 42Q: 3 clusters Score -99886.12 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -99893.625000 Penalty: 735.751221
	Iteration 43Q: 3 clusters Score -99893.62 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -99901.414062 Penalty: 735.751221
	Iteration 44Q: 3 clusters Score -99901.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -99905.445312 Penalty: 735.751221
	Iteration 45Q: 3 clusters Score -99905.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -99908.578125 Penalty: 735.751221
	Iteration 46Q: 3 clusters Score -99908.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -99911.281250 Penalty: 735.751221
	Iteration 47Q: 3 clusters Score -99911.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -99913.453125 Penalty: 735.751221
	Iteration 48Q: 3 clusters Score -99913.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -99914.382812 Penalty: 735.751221
	Iteration 49Q: 3 clusters Score -99914.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -99914.765625 Penalty: 735.751221
	Iteration 50Q: 3 clusters Score -99914.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -99914.960938 Penalty: 735.751221
	Iteration 51Q: 3 clusters Score -99914.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -99915.242188 Penalty: 735.751221
	Iteration 52Q: 3 clusters Score -99915.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -99915.351562 Penalty: 735.751221
	Iteration 53Q: 3 clusters Score -99915.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -99915.351562 Penalty: 735.751221
	Iteration 54F: 3 clusters Score -99915.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Entering Unmasked Estep 
Score: -130237.101562 Penalty: 382.045593
	Iteration 0F: 2 clusters Score -130237.1 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 2234 members 
Entering Unmasked Estep 
Score: -127214.007812 Penalty: 764.091187
	Iteration 0F: 3 clusters Score -127214 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -128565.531250 Penalty: 764.091187
	Iteration 1F: 3 clusters Score -128565.5 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -128888.781250 Penalty: 764.091187
	Iteration 2F: 3 clusters Score -128888.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -129192.390625 Penalty: 764.091187
	Iteration 3F: 3 clusters Score -129192.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -129434.046875 Penalty: 764.091187
	Iteration 4F: 3 clusters Score -129434 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -129604.796875 Penalty: 764.091187
	Iteration 5F: 3 clusters Score -129604.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -129713.632812 Penalty: 764.091187
	Iteration 6Q: 3 clusters Score -129713.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -129797.859375 Penalty: 764.091187
	Iteration 7Q: 3 clusters Score -129797.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -129863.578125 Penalty: 764.091187
	Iteration 8Q: 3 clusters Score -129863.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -129922.828125 Penalty: 764.091187
	Iteration 9Q: 3 clusters Score -129922.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -129968.257812 Penalty: 764.091187
	Iteration 10Q: 3 clusters Score -129968.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -130011.937500 Penalty: 764.091187
	Iteration 11Q: 3 clusters Score -130011.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -130053.789062 Penalty: 764.091187
	Iteration 12Q: 3 clusters Score -130053.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -130093.312500 Penalty: 764.091187
	Iteration 13Q: 3 clusters Score -130093.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -130118.195312 Penalty: 764.091187
	Iteration 14Q: 3 clusters Score -130118.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -130139.039062 Penalty: 764.091187
	Iteration 15Q: 3 clusters Score -130139 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -130159.437500 Penalty: 764.091187
	Iteration 16Q: 3 clusters Score -130159.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -130177.953125 Penalty: 764.091187
	Iteration 17Q: 3 clusters Score -130178 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -130193.023438 Penalty: 764.091187
	Iteration 18Q: 3 clusters Score -130193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -130202.015625 Penalty: 764.091187
	Iteration 19Q: 3 clusters Score -130202 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -130207.328125 Penalty: 764.091187
	Iteration 20F: 3 clusters Score -130207.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -130210.960938 Penalty: 764.091187
	Iteration 21Q: 3 clusters Score -130211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -130213.718750 Penalty: 764.091187
	Iteration 22Q: 3 clusters Score -130213.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -130214.843750 Penalty: 764.091187
	Iteration 23Q: 3 clusters Score -130214.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -130214.984375 Penalty: 764.091187
	Iteration 24Q: 3 clusters Score -130215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -130215.679688 Penalty: 764.091187
	Iteration 25Q: 3 clusters Score -130215.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -130215.882812 Penalty: 764.091187
	Iteration 26Q: 3 clusters Score -130215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -130216.468750 Penalty: 764.091187
	Iteration 27Q: 3 clusters Score -130216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -130216.453125 Penalty: 764.091187
	Iteration 28Q: 3 clusters Score -130216.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -130216.914062 Penalty: 764.091187
	Iteration 29Q: 3 clusters Score -130216.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -130216.992188 Penalty: 764.091187
	Iteration 30Q: 3 clusters Score -130217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -130216.992188 Penalty: 764.091187
	Iteration 31F: 3 clusters Score -130217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9155 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Entering Unmasked Estep 
Score: -312804.343750 Penalty: 415.053497
	Iteration 0F: 2 clusters Score -312804.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -306671.031250 Penalty: 830.106995
	Iteration 0F: 3 clusters Score -306671 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -309127.531250 Penalty: 830.106995
	Iteration 1F: 3 clusters Score -309127.5 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -309351.781250 Penalty: 830.106995
	Iteration 2F: 3 clusters Score -309351.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -309614.500000 Penalty: 830.106995
	Iteration 3F: 3 clusters Score -309614.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -309983.156250 Penalty: 830.106995
	Iteration 4F: 3 clusters Score -309983.2 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -310386.593750 Penalty: 830.106995
	Iteration 5F: 3 clusters Score -310386.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -310774.750000 Penalty: 830.106995
	Iteration 6F: 3 clusters Score -310774.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -310997.500000 Penalty: 830.106995
	Iteration 7Q: 3 clusters Score -310997.5 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -311091.375000 Penalty: 830.106995
	Iteration 8Q: 3 clusters Score -311091.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -311148.406250 Penalty: 830.106995
	Iteration 9Q: 3 clusters Score -311148.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -311191.187500 Penalty: 830.106995
	Iteration 10Q: 3 clusters Score -311191.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -311229.031250 Penalty: 830.106995
	Iteration 11Q: 3 clusters Score -311229 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -311267.187500 Penalty: 830.106995
	Iteration 12Q: 3 clusters Score -311267.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -311299.031250 Penalty: 830.106995
	Iteration 13Q: 3 clusters Score -311299 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -311325.468750 Penalty: 830.106995
	Iteration 14Q: 3 clusters Score -311325.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -311349.187500 Penalty: 830.106995
	Iteration 15Q: 3 clusters Score -311349.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -311374.375000 Penalty: 830.106995
	Iteration 16Q: 3 clusters Score -311374.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -311393.187500 Penalty: 830.106995
	Iteration 17Q: 3 clusters Score -311393.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -311411.875000 Penalty: 830.106995
	Iteration 18Q: 3 clusters Score -311411.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -311428.156250 Penalty: 830.106995
	Iteration 19Q: 3 clusters Score -311428.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -311440.343750 Penalty: 830.106995
	Iteration 20F: 3 clusters Score -311440.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -311453.343750 Penalty: 830.106995
	Iteration 21Q: 3 clusters Score -311453.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -311466.562500 Penalty: 830.106995
	Iteration 22Q: 3 clusters Score -311466.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -311477.187500 Penalty: 830.106995
	Iteration 23Q: 3 clusters Score -311477.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -311489.687500 Penalty: 830.106995
	Iteration 24Q: 3 clusters Score -311489.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -311502.812500 Penalty: 830.106995
	Iteration 25Q: 3 clusters Score -311502.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -311513.531250 Penalty: 830.106995
	Iteration 26Q: 3 clusters Score -311513.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -311525.062500 Penalty: 830.106995
	Iteration 27Q: 3 clusters Score -311525.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -311537.531250 Penalty: 830.106995
	Iteration 28Q: 3 clusters Score -311537.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -311550.687500 Penalty: 830.106995
	Iteration 29Q: 3 clusters Score -311550.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -311562.968750 Penalty: 830.106995
	Iteration 30Q: 3 clusters Score -311563 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -311575.625000 Penalty: 830.106995
	Iteration 31Q: 3 clusters Score -311575.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -311583.625000 Penalty: 830.106995
	Iteration 32Q: 3 clusters Score -311583.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -311593.000000 Penalty: 830.106995
	Iteration 33Q: 3 clusters Score -311593 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -311603.062500 Penalty: 830.106995
	Iteration 34Q: 3 clusters Score -311603.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -311610.500000 Penalty: 830.106995
	Iteration 35Q: 3 clusters Score -311610.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -311614.812500 Penalty: 830.106995
	Iteration 36Q: 3 clusters Score -311614.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -311621.031250 Penalty: 830.106995
	Iteration 37Q: 3 clusters Score -311621 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -311626.656250 Penalty: 830.106995
	Iteration 38Q: 3 clusters Score -311626.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -311631.968750 Penalty: 830.106995
	Iteration 39Q: 3 clusters Score -311632 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -311638.375000 Penalty: 830.106995
	Iteration 40F: 3 clusters Score -311638.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -311643.875000 Penalty: 830.106995
	Iteration 41Q: 3 clusters Score -311643.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -311650.468750 Penalty: 830.106995
	Iteration 42Q: 3 clusters Score -311650.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -311655.500000 Penalty: 830.106995
	Iteration 43Q: 3 clusters Score -311655.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -311660.343750 Penalty: 830.106995
	Iteration 44Q: 3 clusters Score -311660.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -311663.781250 Penalty: 830.106995
	Iteration 45Q: 3 clusters Score -311663.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -311665.125000 Penalty: 830.106995
	Iteration 46Q: 3 clusters Score -311665.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -311667.843750 Penalty: 830.106995
	Iteration 47Q: 3 clusters Score -311667.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -311670.781250 Penalty: 830.106995
	Iteration 48Q: 3 clusters Score -311670.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -311672.437500 Penalty: 830.106995
	Iteration 49Q: 3 clusters Score -311672.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -311674.656250 Penalty: 830.106995
	Iteration 50Q: 3 clusters Score -311674.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -311675.281250 Penalty: 830.106995
	Iteration 51Q: 3 clusters Score -311675.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -311676.250000 Penalty: 830.106995
	Iteration 52Q: 3 clusters Score -311676.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -311676.843750 Penalty: 830.106995
	Iteration 53Q: 3 clusters Score -311676.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -311676.937500 Penalty: 830.106995
	Iteration 54Q: 3 clusters Score -311676.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -311677.562500 Penalty: 830.106995
	Iteration 55Q: 3 clusters Score -311677.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -311679.375000 Penalty: 830.106995
	Iteration 56Q: 3 clusters Score -311679.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -311680.968750 Penalty: 830.106995
	Iteration 57Q: 3 clusters Score -311681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -311681.250000 Penalty: 830.106995
	Iteration 58Q: 3 clusters Score -311681.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -311682.000000 Penalty: 830.106995
	Iteration 59Q: 3 clusters Score -311682 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -311682.937500 Penalty: 830.106995
	Iteration 60F: 3 clusters Score -311682.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -311683.531250 Penalty: 830.106995
	Iteration 61Q: 3 clusters Score -311683.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -311684.093750 Penalty: 830.106995
	Iteration 62Q: 3 clusters Score -311684.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -311684.000000 Penalty: 830.106995
	Iteration 63Q: 3 clusters Score -311684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -311684.625000 Penalty: 830.106995
	Iteration 64Q: 3 clusters Score -311684.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -311683.906250 Penalty: 830.106995
	Iteration 65Q: 3 clusters Score -311683.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -311684.343750 Penalty: 830.106995
	Iteration 66Q: 3 clusters Score -311684.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -311684.218750 Penalty: 830.106995
	Iteration 67Q: 3 clusters Score -311684.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -311684.687500 Penalty: 830.106995
	Iteration 68Q: 3 clusters Score -311684.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -311685.312500 Penalty: 830.106995
	Iteration 69Q: 3 clusters Score -311685.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -311685.218750 Penalty: 830.106995
	Iteration 70Q: 3 clusters Score -311685.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -311685.218750 Penalty: 830.106995
	Iteration 71Q: 3 clusters Score -311685.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -311685.656250 Penalty: 830.106995
	Iteration 72Q: 3 clusters Score -311685.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -311685.531250 Penalty: 830.106995
	Iteration 73Q: 3 clusters Score -311685.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -311685.968750 Penalty: 830.106995
	Iteration 74Q: 3 clusters Score -311686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -311686.437500 Penalty: 830.106995
	Iteration 75Q: 3 clusters Score -311686.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -311686.281250 Penalty: 830.106995
	Iteration 76Q: 3 clusters Score -311686.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -311686.281250 Penalty: 830.106995
	Iteration 77F: 3 clusters Score -311686.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 4972 members 
Mstep: Class 3 contains 20163 members 
Mstep: Class 4 contains 5039 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 121151 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 6921 members 
Mstep: Class 10 contains 150326 members 
Mstep: Class 11 contains 52215 members 
Mstep: Class 12 contains 6684 members 
Mstep: Class 13 contains 24226 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8090 members 
Mstep: Class 17 contains 4403 members 
Mstep: Class 18 contains 8698 members 
Mstep: Class 19 contains 36781 members 
Mstep: Class 20 contains 14876 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 4432 members 
Mstep: Class 24 contains 9155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736396.000000 Penalty: 14378.957031
Iteration 399Q: 25 clusters Score -1.57364e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29893 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 20140 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 121155 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 6926 members 
Mstep: Class 10 contains 150325 members 
Mstep: Class 11 contains 52215 members 
Mstep: Class 12 contains 6676 members 
Mstep: Class 13 contains 24251 members 
Mstep: Class 14 contains 2103 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8085 members 
Mstep: Class 17 contains 4390 members 
Mstep: Class 18 contains 8705 members 
Mstep: Class 19 contains 36791 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 9161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736403.000000 Penalty: 14378.957031
Iteration 400F: 25 clusters Score -1.57364e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 20121 members 
Mstep: Class 4 contains 5045 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 121149 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 6928 members 
Mstep: Class 10 contains 150321 members 
Mstep: Class 11 contains 52213 members 
Mstep: Class 12 contains 6668 members 
Mstep: Class 13 contains 24276 members 
Mstep: Class 14 contains 2104 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8087 members 
Mstep: Class 17 contains 4371 members 
Mstep: Class 18 contains 8714 members 
Mstep: Class 19 contains 36802 members 
Mstep: Class 20 contains 14874 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 4434 members 
Mstep: Class 24 contains 9171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736371.000000 Penalty: 14378.957031
Iteration 401Q: 25 clusters Score -1.573637e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 20107 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 121145 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 6933 members 
Mstep: Class 10 contains 150313 members 
Mstep: Class 11 contains 52210 members 
Mstep: Class 12 contains 6665 members 
Mstep: Class 13 contains 24293 members 
Mstep: Class 14 contains 2105 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8084 members 
Mstep: Class 17 contains 4357 members 
Mstep: Class 18 contains 8727 members 
Mstep: Class 19 contains 36814 members 
Mstep: Class 20 contains 14874 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3246 members 
Mstep: Class 23 contains 4438 members 
Mstep: Class 24 contains 9175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736385.000000 Penalty: 14378.957031
Iteration 402Q: 25 clusters Score -1.573638e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 4971 members 
Mstep: Class 3 contains 20087 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 121148 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 6936 members 
Mstep: Class 10 contains 150304 members 
Mstep: Class 11 contains 52212 members 
Mstep: Class 12 contains 6661 members 
Mstep: Class 13 contains 24305 members 
Mstep: Class 14 contains 2106 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8078 members 
Mstep: Class 17 contains 4349 members 
Mstep: Class 18 contains 8739 members 
Mstep: Class 19 contains 36824 members 
Mstep: Class 20 contains 14877 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 4441 members 
Mstep: Class 24 contains 9178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736388.000000 Penalty: 14378.957031
Iteration 403Q: 25 clusters Score -1.573639e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 4972 members 
Mstep: Class 3 contains 20061 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2594 members 
Mstep: Class 7 contains 121161 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 6938 members 
Mstep: Class 10 contains 150297 members 
Mstep: Class 11 contains 52215 members 
Mstep: Class 12 contains 6657 members 
Mstep: Class 13 contains 24318 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8070 members 
Mstep: Class 17 contains 4343 members 
Mstep: Class 18 contains 8748 members 
Mstep: Class 19 contains 36832 members 
Mstep: Class 20 contains 14880 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 4444 members 
Mstep: Class 24 contains 9183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736395.000000 Penalty: 14378.957031
Iteration 404Q: 25 clusters Score -1.57364e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 4973 members 
Mstep: Class 3 contains 20040 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2595 members 
Mstep: Class 7 contains 121164 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 6940 members 
Mstep: Class 10 contains 150287 members 
Mstep: Class 11 contains 52213 members 
Mstep: Class 12 contains 6652 members 
Mstep: Class 13 contains 24340 members 
Mstep: Class 14 contains 2107 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8066 members 
Mstep: Class 17 contains 4338 members 
Mstep: Class 18 contains 8766 members 
Mstep: Class 19 contains 36844 members 
Mstep: Class 20 contains 14880 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3247 members 
Mstep: Class 23 contains 4446 members 
Mstep: Class 24 contains 9186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736397.000000 Penalty: 14378.957031
Iteration 405Q: 25 clusters Score -1.57364e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29829 members 
Mstep: Class 2 contains 4972 members 
Mstep: Class 3 contains 20020 members 
Mstep: Class 4 contains 5045 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2595 members 
Mstep: Class 7 contains 121174 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 6942 members 
Mstep: Class 10 contains 150278 members 
Mstep: Class 11 contains 52218 members 
Mstep: Class 12 contains 6653 members 
Mstep: Class 13 contains 24356 members 
Mstep: Class 14 contains 2106 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8061 members 
Mstep: Class 17 contains 4338 members 
Mstep: Class 18 contains 8778 members 
Mstep: Class 19 contains 36845 members 
Mstep: Class 20 contains 14875 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3249 members 
Mstep: Class 23 contains 4448 members 
Mstep: Class 24 contains 9188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736371.000000 Penalty: 14378.957031
Iteration 406Q: 25 clusters Score -1.573637e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29821 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 20000 members 
Mstep: Class 4 contains 5044 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 121176 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 6943 members 
Mstep: Class 10 contains 150267 members 
Mstep: Class 11 contains 52217 members 
Mstep: Class 12 contains 6653 members 
Mstep: Class 13 contains 24373 members 
Mstep: Class 14 contains 2104 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8059 members 
Mstep: Class 17 contains 4337 members 
Mstep: Class 18 contains 8790 members 
Mstep: Class 19 contains 36846 members 
Mstep: Class 20 contains 14875 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3249 members 
Mstep: Class 23 contains 4454 members 
Mstep: Class 24 contains 9192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736398.000000 Penalty: 14378.957031
Iteration 407Q: 25 clusters Score -1.57364e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 4982 members 
Mstep: Class 3 contains 19985 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2585 members 
Mstep: Class 7 contains 121179 members 
Mstep: Class 8 contains 2853 members 
Mstep: Class 9 contains 6946 members 
Mstep: Class 10 contains 150259 members 
Mstep: Class 11 contains 52221 members 
Mstep: Class 12 contains 6651 members 
Mstep: Class 13 contains 24388 members 
Mstep: Class 14 contains 2103 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8056 members 
Mstep: Class 17 contains 4337 members 
Mstep: Class 18 contains 8800 members 
Mstep: Class 19 contains 36845 members 
Mstep: Class 20 contains 14874 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3251 members 
Mstep: Class 23 contains 4455 members 
Mstep: Class 24 contains 9192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736375.000000 Penalty: 14378.957031
Iteration 408Q: 25 clusters Score -1.573638e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29801 members 
Mstep: Class 2 contains 4986 members 
Mstep: Class 3 contains 19975 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2583 members 
Mstep: Class 7 contains 121183 members 
Mstep: Class 8 contains 2854 members 
Mstep: Class 9 contains 6946 members 
Mstep: Class 10 contains 150248 members 
Mstep: Class 11 contains 52227 members 
Mstep: Class 12 contains 6641 members 
Mstep: Class 13 contains 24405 members 
Mstep: Class 14 contains 2102 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8056 members 
Mstep: Class 17 contains 4340 members 
Mstep: Class 18 contains 8806 members 
Mstep: Class 19 contains 36852 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3253 members 
Mstep: Class 23 contains 4456 members 
Mstep: Class 24 contains 9192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736340.000000 Penalty: 14378.957031
Iteration 409Q: 25 clusters Score -1.573634e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 4987 members 
Mstep: Class 3 contains 19967 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2583 members 
Mstep: Class 7 contains 121188 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 6946 members 
Mstep: Class 10 contains 150235 members 
Mstep: Class 11 contains 52225 members 
Mstep: Class 12 contains 6638 members 
Mstep: Class 13 contains 24420 members 
Mstep: Class 14 contains 2101 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8057 members 
Mstep: Class 17 contains 4339 members 
Mstep: Class 18 contains 8813 members 
Mstep: Class 19 contains 36857 members 
Mstep: Class 20 contains 14871 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3254 members 
Mstep: Class 23 contains 4460 members 
Mstep: Class 24 contains 9192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736349.000000 Penalty: 14378.957031
Iteration 410Q: 25 clusters Score -1.573635e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29789 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 19954 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2579 members 
Mstep: Class 7 contains 121196 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 6947 members 
Mstep: Class 10 contains 150227 members 
Mstep: Class 11 contains 52224 members 
Mstep: Class 12 contains 6635 members 
Mstep: Class 13 contains 24429 members 
Mstep: Class 14 contains 2101 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8057 members 
Mstep: Class 17 contains 4337 members 
Mstep: Class 18 contains 8821 members 
Mstep: Class 19 contains 36860 members 
Mstep: Class 20 contains 14872 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3254 members 
Mstep: Class 23 contains 4462 members 
Mstep: Class 24 contains 9193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736377.000000 Penalty: 14378.957031
Iteration 411Q: 25 clusters Score -1.573638e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29782 members 
Mstep: Class 2 contains 4990 members 
Mstep: Class 3 contains 19954 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2574 members 
Mstep: Class 7 contains 121197 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 6949 members 
Mstep: Class 10 contains 150226 members 
Mstep: Class 11 contains 52224 members 
Mstep: Class 12 contains 6634 members 
Mstep: Class 13 contains 24439 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8054 members 
Mstep: Class 17 contains 4334 members 
Mstep: Class 18 contains 8825 members 
Mstep: Class 19 contains 36864 members 
Mstep: Class 20 contains 14867 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3253 members 
Mstep: Class 23 contains 4464 members 
Mstep: Class 24 contains 9197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736389.000000 Penalty: 14378.957031
Iteration 412Q: 25 clusters Score -1.573639e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 4993 members 
Mstep: Class 3 contains 19948 members 
Mstep: Class 4 contains 5041 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2570 members 
Mstep: Class 7 contains 121202 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 6950 members 
Mstep: Class 10 contains 150216 members 
Mstep: Class 11 contains 52221 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 24448 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8054 members 
Mstep: Class 17 contains 4333 members 
Mstep: Class 18 contains 8830 members 
Mstep: Class 19 contains 36865 members 
Mstep: Class 20 contains 14865 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3254 members 
Mstep: Class 23 contains 4467 members 
Mstep: Class 24 contains 9200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736413.000000 Penalty: 14378.957031
Iteration 413Q: 25 clusters Score -1.573641e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 4996 members 
Mstep: Class 3 contains 19940 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 7 contains 121205 members 
Mstep: Class 8 contains 2852 members 
Mstep: Class 9 contains 6950 members 
Mstep: Class 10 contains 150213 members 
Mstep: Class 11 contains 52216 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 24456 members 
Mstep: Class 14 contains 2102 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8055 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 8835 members 
Mstep: Class 19 contains 36865 members 
Mstep: Class 20 contains 14860 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4469 members 
Mstep: Class 24 contains 9202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736407.000000 Penalty: 14378.957031
Iteration 414Q: 25 clusters Score -1.573641e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 19936 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 2046 members 
Mstep: Class 6 contains 2568 members 
Mstep: Class 7 contains 121207 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 6951 members 
Mstep: Class 10 contains 150209 members 
Mstep: Class 11 contains 52213 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 24460 members 
Mstep: Class 14 contains 2104 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8054 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 8839 members 
Mstep: Class 19 contains 36865 members 
Mstep: Class 20 contains 14858 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4471 members 
Mstep: Class 24 contains 9205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736393.000000 Penalty: 14378.957031
Iteration 415Q: 25 clusters Score -1.573639e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 5000 members 
Mstep: Class 3 contains 19939 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 121207 members 
Mstep: Class 8 contains 2851 members 
Mstep: Class 9 contains 6951 members 
Mstep: Class 10 contains 150209 members 
Mstep: Class 11 contains 52210 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 24462 members 
Mstep: Class 14 contains 2101 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8052 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 8843 members 
Mstep: Class 19 contains 36865 members 
Mstep: Class 20 contains 14851 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4474 members 
Mstep: Class 24 contains 9208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736397.000000 Penalty: 14378.957031
Iteration 416Q: 25 clusters Score -1.57364e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 5000 members 
Mstep: Class 3 contains 19949 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 2045 members 
Mstep: Class 6 contains 2565 members 
Mstep: Class 7 contains 121210 members 
Mstep: Class 8 contains 2849 members 
Mstep: Class 9 contains 6951 members 
Mstep: Class 10 contains 150206 members 
Mstep: Class 11 contains 52202 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24463 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8053 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 8847 members 
Mstep: Class 19 contains 36865 members 
Mstep: Class 20 contains 14844 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4477 members 
Mstep: Class 24 contains 9210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736398.000000 Penalty: 14378.957031
Iteration 417Q: 25 clusters Score -1.57364e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 19961 members 
Mstep: Class 4 contains 5042 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 121212 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 6951 members 
Mstep: Class 10 contains 150202 members 
Mstep: Class 11 contains 52200 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24466 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8052 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 8853 members 
Mstep: Class 19 contains 36865 members 
Mstep: Class 20 contains 14828 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4477 members 
Mstep: Class 24 contains 9213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736425.000000 Penalty: 14378.957031
Iteration 418Q: 25 clusters Score -1.573642e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 5004 members 
Mstep: Class 3 contains 19971 members 
Mstep: Class 4 contains 5043 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2560 members 
Mstep: Class 7 contains 121211 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 6951 members 
Mstep: Class 10 contains 150202 members 
Mstep: Class 11 contains 52198 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 24468 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8052 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 8862 members 
Mstep: Class 19 contains 36865 members 
Mstep: Class 20 contains 14810 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4478 members 
Mstep: Class 24 contains 9214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736431.000000 Penalty: 14378.957031
Iteration 419Q: 25 clusters Score -1.573643e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 5004 members 
Mstep: Class 3 contains 19979 members 
Mstep: Class 4 contains 5044 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 121211 members 
Mstep: Class 8 contains 2840 members 
Mstep: Class 9 contains 6951 members 
Mstep: Class 10 contains 150198 members 
Mstep: Class 11 contains 52196 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 24474 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 8872 members 
Mstep: Class 19 contains 36866 members 
Mstep: Class 20 contains 14796 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4479 members 
Mstep: Class 24 contains 9216 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736434.000000 Penalty: 14378.957031
Iteration 420F: 25 clusters Score -1.573643e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 19982 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 121208 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 6951 members 
Mstep: Class 10 contains 150193 members 
Mstep: Class 11 contains 52195 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 24476 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 8887 members 
Mstep: Class 19 contains 36866 members 
Mstep: Class 20 contains 14781 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3256 members 
Mstep: Class 23 contains 4480 members 
Mstep: Class 24 contains 9217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736437.000000 Penalty: 14378.957031
Iteration 421Q: 25 clusters Score -1.573644e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 19980 members 
Mstep: Class 4 contains 5047 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 121210 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 6951 members 
Mstep: Class 10 contains 150189 members 
Mstep: Class 11 contains 52192 members 
Mstep: Class 12 contains 6633 members 
Mstep: Class 13 contains 24480 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 8900 members 
Mstep: Class 19 contains 36866 members 
Mstep: Class 20 contains 14774 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4480 members 
Mstep: Class 24 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736430.000000 Penalty: 14378.957031
Iteration 422Q: 25 clusters Score -1.573643e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 19969 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 121215 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 6951 members 
Mstep: Class 10 contains 150184 members 
Mstep: Class 11 contains 52185 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24485 members 
Mstep: Class 14 contains 2098 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 8913 members 
Mstep: Class 19 contains 36866 members 
Mstep: Class 20 contains 14769 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4480 members 
Mstep: Class 24 contains 9226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736424.000000 Penalty: 14378.957031
Iteration 423Q: 25 clusters Score -1.573642e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 19961 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 121217 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 6951 members 
Mstep: Class 10 contains 150181 members 
Mstep: Class 11 contains 52185 members 
Mstep: Class 12 contains 6630 members 
Mstep: Class 13 contains 24487 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 8919 members 
Mstep: Class 19 contains 36866 members 
Mstep: Class 20 contains 14766 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4480 members 
Mstep: Class 24 contains 9232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736456.000000 Penalty: 14378.957031
Iteration 424Q: 25 clusters Score -1.573646e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 19961 members 
Mstep: Class 4 contains 5048 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 121221 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 6951 members 
Mstep: Class 10 contains 150177 members 
Mstep: Class 11 contains 52178 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24488 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 8927 members 
Mstep: Class 19 contains 36865 members 
Mstep: Class 20 contains 14763 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4483 members 
Mstep: Class 24 contains 9235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736458.000000 Penalty: 14378.957031
Iteration 425Q: 25 clusters Score -1.573646e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 19961 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 121223 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 6951 members 
Mstep: Class 10 contains 150170 members 
Mstep: Class 11 contains 52169 members 
Mstep: Class 12 contains 6628 members 
Mstep: Class 13 contains 24488 members 
Mstep: Class 14 contains 2084 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 8943 members 
Mstep: Class 19 contains 36863 members 
Mstep: Class 20 contains 14760 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4485 members 
Mstep: Class 24 contains 9239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736463.000000 Penalty: 14378.957031
Iteration 426Q: 25 clusters Score -1.573646e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 19967 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 121219 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 6952 members 
Mstep: Class 10 contains 150163 members 
Mstep: Class 11 contains 52167 members 
Mstep: Class 12 contains 6628 members 
Mstep: Class 13 contains 24488 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4332 members 
Mstep: Class 18 contains 8949 members 
Mstep: Class 19 contains 36862 members 
Mstep: Class 20 contains 14755 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 9243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736462.000000 Penalty: 14378.957031
Iteration 427Q: 25 clusters Score -1.573646e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 19968 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121219 members 
Mstep: Class 8 contains 2838 members 
Mstep: Class 9 contains 6954 members 
Mstep: Class 10 contains 150160 members 
Mstep: Class 11 contains 52167 members 
Mstep: Class 12 contains 6628 members 
Mstep: Class 13 contains 24490 members 
Mstep: Class 14 contains 2081 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4331 members 
Mstep: Class 18 contains 8954 members 
Mstep: Class 19 contains 36861 members 
Mstep: Class 20 contains 14749 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4486 members 
Mstep: Class 24 contains 9245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736449.000000 Penalty: 14378.957031
Iteration 428Q: 25 clusters Score -1.573645e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29772 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 19973 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121221 members 
Mstep: Class 8 contains 2837 members 
Mstep: Class 9 contains 6955 members 
Mstep: Class 10 contains 150157 members 
Mstep: Class 11 contains 52162 members 
Mstep: Class 12 contains 6628 members 
Mstep: Class 13 contains 24493 members 
Mstep: Class 14 contains 2083 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4330 members 
Mstep: Class 18 contains 8963 members 
Mstep: Class 19 contains 36861 members 
Mstep: Class 20 contains 14734 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4490 members 
Mstep: Class 24 contains 9246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736447.000000 Penalty: 14378.957031
Iteration 429Q: 25 clusters Score -1.573645e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29769 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 19980 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121220 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 6956 members 
Mstep: Class 10 contains 150150 members 
Mstep: Class 11 contains 52160 members 
Mstep: Class 12 contains 6627 members 
Mstep: Class 13 contains 24494 members 
Mstep: Class 14 contains 2084 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 8972 members 
Mstep: Class 19 contains 36862 members 
Mstep: Class 20 contains 14723 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4492 members 
Mstep: Class 24 contains 9248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736428.000000 Penalty: 14378.957031
Iteration 430Q: 25 clusters Score -1.573643e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 19975 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121224 members 
Mstep: Class 8 contains 2839 members 
Mstep: Class 9 contains 6957 members 
Mstep: Class 10 contains 150145 members 
Mstep: Class 11 contains 52155 members 
Mstep: Class 12 contains 6628 members 
Mstep: Class 13 contains 24497 members 
Mstep: Class 14 contains 2088 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 8977 members 
Mstep: Class 19 contains 36861 members 
Mstep: Class 20 contains 14719 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4494 members 
Mstep: Class 24 contains 9251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736422.000000 Penalty: 14378.957031
Iteration 431Q: 25 clusters Score -1.573642e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 5002 members 
Mstep: Class 3 contains 19985 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121224 members 
Mstep: Class 8 contains 2840 members 
Mstep: Class 9 contains 6957 members 
Mstep: Class 10 contains 150134 members 
Mstep: Class 11 contains 52152 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24497 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 8981 members 
Mstep: Class 19 contains 36862 members 
Mstep: Class 20 contains 14712 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4494 members 
Mstep: Class 24 contains 9254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736429.000000 Penalty: 14378.957031
Iteration 432Q: 25 clusters Score -1.573643e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 20002 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121225 members 
Mstep: Class 8 contains 2841 members 
Mstep: Class 9 contains 6958 members 
Mstep: Class 10 contains 150126 members 
Mstep: Class 11 contains 52149 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24497 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 1893 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 8982 members 
Mstep: Class 19 contains 36862 members 
Mstep: Class 20 contains 14696 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4493 members 
Mstep: Class 24 contains 9259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736409.000000 Penalty: 14378.957031
Iteration 433Q: 25 clusters Score -1.573641e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 20021 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2044 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121226 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 6958 members 
Mstep: Class 10 contains 150117 members 
Mstep: Class 11 contains 52145 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24496 members 
Mstep: Class 14 contains 2095 members 
Mstep: Class 15 contains 1894 members 
Mstep: Class 16 contains 8052 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 8985 members 
Mstep: Class 19 contains 36862 members 
Mstep: Class 20 contains 14677 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3255 members 
Mstep: Class 23 contains 4491 members 
Mstep: Class 24 contains 9265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736403.000000 Penalty: 14378.957031
Iteration 434Q: 25 clusters Score -1.57364e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 5003 members 
Mstep: Class 3 contains 20042 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121226 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 6958 members 
Mstep: Class 10 contains 150103 members 
Mstep: Class 11 contains 52138 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24495 members 
Mstep: Class 14 contains 2097 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 8989 members 
Mstep: Class 19 contains 36864 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3256 members 
Mstep: Class 23 contains 4491 members 
Mstep: Class 24 contains 9269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736404.000000 Penalty: 14378.957031
Iteration 435Q: 25 clusters Score -1.57364e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 5001 members 
Mstep: Class 3 contains 20060 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121221 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 6959 members 
Mstep: Class 10 contains 150092 members 
Mstep: Class 11 contains 52137 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24493 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 8991 members 
Mstep: Class 19 contains 36865 members 
Mstep: Class 20 contains 14655 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 4490 members 
Mstep: Class 24 contains 9272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736395.000000 Penalty: 14378.957031
Iteration 436Q: 25 clusters Score -1.57364e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 5001 members 
Mstep: Class 3 contains 20074 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121219 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150079 members 
Mstep: Class 11 contains 52134 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24495 members 
Mstep: Class 14 contains 2100 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4329 members 
Mstep: Class 18 contains 8991 members 
Mstep: Class 19 contains 36866 members 
Mstep: Class 20 contains 14651 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4491 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736376.000000 Penalty: 14378.957031
Iteration 437Q: 25 clusters Score -1.573638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 5001 members 
Mstep: Class 3 contains 20089 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121217 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150068 members 
Mstep: Class 11 contains 52132 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24495 members 
Mstep: Class 14 contains 2101 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4328 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36867 members 
Mstep: Class 20 contains 14648 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4491 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736390.000000 Penalty: 14378.957031
Iteration 438Q: 25 clusters Score -1.573639e+07 nChanged 26
Entering ConstructFrom: 
Score: -15736390.000000 Penalty: 14378.957031
Entering ConstructFrom: 
Trying to split cluster 1 (29766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Entering Unmasked Estep 
Score: -975672.437500 Penalty: 468.701050
	Iteration 0F: 2 clusters Score -975672.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -955738.625000 Penalty: 937.402100
	Iteration 0F: 3 clusters Score -955738.6 nChanged 14241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -964197.125000 Penalty: 937.402100
	Iteration 1F: 3 clusters Score -964197.1 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 11711 members 
Entering Unmasked Estep 
Score: -964995.187500 Penalty: 937.402100
	Iteration 2F: 3 clusters Score -964995.2 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -966386.062500 Penalty: 937.402100
	Iteration 3F: 3 clusters Score -966386.1 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -968351.250000 Penalty: 937.402100
	Iteration 4F: 3 clusters Score -968351.2 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -970592.625000 Penalty: 937.402100
	Iteration 5F: 3 clusters Score -970592.6 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26268 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -972620.312500 Penalty: 937.402100
	Iteration 6F: 3 clusters Score -972620.3 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27492 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -973924.312500 Penalty: 937.402100
	Iteration 7Q: 3 clusters Score -973924.3 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -974648.187500 Penalty: 937.402100
	Iteration 8Q: 3 clusters Score -974648.2 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -975009.812500 Penalty: 937.402100
	Iteration 9Q: 3 clusters Score -975009.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28587 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -975203.000000 Penalty: 937.402100
	Iteration 10Q: 3 clusters Score -975203 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -975301.187500 Penalty: 937.402100
	Iteration 11Q: 3 clusters Score -975301.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28752 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -975339.812500 Penalty: 937.402100
	Iteration 12Q: 3 clusters Score -975339.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -975362.625000 Penalty: 937.402100
	Iteration 13Q: 3 clusters Score -975362.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -975373.500000 Penalty: 937.402100
	Iteration 14Q: 3 clusters Score -975373.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -975381.125000 Penalty: 937.402100
	Iteration 15Q: 3 clusters Score -975381.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28878 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -975384.687500 Penalty: 937.402100
	Iteration 16Q: 3 clusters Score -975384.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -975390.000000 Penalty: 937.402100
	Iteration 17Q: 3 clusters Score -975390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -975392.125000 Penalty: 937.402100
	Iteration 18Q: 3 clusters Score -975392.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -975398.625000 Penalty: 937.402100
	Iteration 19Q: 3 clusters Score -975398.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -975401.625000 Penalty: 937.402100
	Iteration 20F: 3 clusters Score -975401.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -975404.562500 Penalty: 937.402100
	Iteration 21Q: 3 clusters Score -975404.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -975410.187500 Penalty: 937.402100
	Iteration 22Q: 3 clusters Score -975410.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -975413.500000 Penalty: 937.402100
	Iteration 23Q: 3 clusters Score -975413.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29006 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -975413.687500 Penalty: 937.402100
	Iteration 24Q: 3 clusters Score -975413.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29010 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -975414.875000 Penalty: 937.402100
	Iteration 25Q: 3 clusters Score -975414.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -975415.375000 Penalty: 937.402100
	Iteration 26Q: 3 clusters Score -975415.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -975414.437500 Penalty: 937.402100
	Iteration 27Q: 3 clusters Score -975414.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -975417.000000 Penalty: 937.402100
	Iteration 28Q: 3 clusters Score -975417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -975418.375000 Penalty: 937.402100
	Iteration 29Q: 3 clusters Score -975418.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -975418.562500 Penalty: 937.402100
	Iteration 30Q: 3 clusters Score -975418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -975417.000000 Penalty: 937.402100
	Iteration 31Q: 3 clusters Score -975417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -975418.375000 Penalty: 937.402100
	Iteration 32Q: 3 clusters Score -975418.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -975419.375000 Penalty: 937.402100
	Iteration 33Q: 3 clusters Score -975419.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -975419.437500 Penalty: 937.402100
	Iteration 34Q: 3 clusters Score -975419.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29046 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -975419.937500 Penalty: 937.402100
	Iteration 35Q: 3 clusters Score -975419.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -975421.875000 Penalty: 937.402100
	Iteration 36Q: 3 clusters Score -975421.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -975422.687500 Penalty: 937.402100
	Iteration 37Q: 3 clusters Score -975422.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -975422.562500 Penalty: 937.402100
	Iteration 38Q: 3 clusters Score -975422.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -975423.937500 Penalty: 937.402100
	Iteration 39Q: 3 clusters Score -975423.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -975424.625000 Penalty: 937.402100
	Iteration 40F: 3 clusters Score -975424.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -975423.750000 Penalty: 937.402100
	Iteration 41Q: 3 clusters Score -975423.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -975425.125000 Penalty: 937.402100
	Iteration 42Q: 3 clusters Score -975425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -975425.437500 Penalty: 937.402100
	Iteration 43Q: 3 clusters Score -975425.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29077 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -975425.437500 Penalty: 937.402100
	Iteration 44F: 3 clusters Score -975425.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -147845.921875 Penalty: 387.541382
	Iteration 0F: 2 clusters Score -147845.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -144442.937500 Penalty: 775.082764
	Iteration 0F: 3 clusters Score -144442.9 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -145918.468750 Penalty: 775.082764
	Iteration 1F: 3 clusters Score -145918.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -146265.906250 Penalty: 775.082764
	Iteration 2F: 3 clusters Score -146265.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -146554.109375 Penalty: 775.082764
	Iteration 3F: 3 clusters Score -146554.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -146746.343750 Penalty: 775.082764
	Iteration 4F: 3 clusters Score -146746.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -146880.765625 Penalty: 775.082764
	Iteration 5Q: 3 clusters Score -146880.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -146975.187500 Penalty: 775.082764
	Iteration 6Q: 3 clusters Score -146975.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -147065.812500 Penalty: 775.082764
	Iteration 7Q: 3 clusters Score -147065.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -147190.500000 Penalty: 775.082764
	Iteration 8Q: 3 clusters Score -147190.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -147335.125000 Penalty: 775.082764
	Iteration 9Q: 3 clusters Score -147335.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -147427.250000 Penalty: 775.082764
	Iteration 10Q: 3 clusters Score -147427.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -147497.859375 Penalty: 775.082764
	Iteration 11Q: 3 clusters Score -147497.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -147546.968750 Penalty: 775.082764
	Iteration 12Q: 3 clusters Score -147547 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -147588.750000 Penalty: 775.082764
	Iteration 13Q: 3 clusters Score -147588.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -147608.296875 Penalty: 775.082764
	Iteration 14Q: 3 clusters Score -147608.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -147623.218750 Penalty: 775.082764
	Iteration 15Q: 3 clusters Score -147623.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -147644.062500 Penalty: 775.082764
	Iteration 16Q: 3 clusters Score -147644.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -147656.859375 Penalty: 775.082764
	Iteration 17Q: 3 clusters Score -147656.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -147668.359375 Penalty: 775.082764
	Iteration 18Q: 3 clusters Score -147668.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -147676.578125 Penalty: 775.082764
	Iteration 19Q: 3 clusters Score -147676.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -147683.609375 Penalty: 775.082764
	Iteration 20F: 3 clusters Score -147683.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -147687.609375 Penalty: 775.082764
	Iteration 21Q: 3 clusters Score -147687.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -147693.531250 Penalty: 775.082764
	Iteration 22Q: 3 clusters Score -147693.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -147699.625000 Penalty: 775.082764
	Iteration 23Q: 3 clusters Score -147699.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -147703.859375 Penalty: 775.082764
	Iteration 24Q: 3 clusters Score -147703.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -147706.296875 Penalty: 775.082764
	Iteration 25Q: 3 clusters Score -147706.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -147709.156250 Penalty: 775.082764
	Iteration 26Q: 3 clusters Score -147709.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -147710.375000 Penalty: 775.082764
	Iteration 27Q: 3 clusters Score -147710.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -147711.953125 Penalty: 775.082764
	Iteration 28Q: 3 clusters Score -147712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -147713.796875 Penalty: 775.082764
	Iteration 29Q: 3 clusters Score -147713.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -147714.781250 Penalty: 775.082764
	Iteration 30Q: 3 clusters Score -147714.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -147714.906250 Penalty: 775.082764
	Iteration 31Q: 3 clusters Score -147714.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -147715.437500 Penalty: 775.082764
	Iteration 32Q: 3 clusters Score -147715.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -147715.515625 Penalty: 775.082764
	Iteration 33Q: 3 clusters Score -147715.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -147715.515625 Penalty: 775.082764
	Iteration 34F: 3 clusters Score -147715.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Entering Unmasked Estep 
Score: -628735.625000 Penalty: 450.833344
	Iteration 0F: 2 clusters Score -628735.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -615482.125000 Penalty: 901.666687
	Iteration 0F: 3 clusters Score -615482.1 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -621108.062500 Penalty: 901.666687
	Iteration 1F: 3 clusters Score -621108.1 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -621636.687500 Penalty: 901.666687
	Iteration 2F: 3 clusters Score -621636.7 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -622313.000000 Penalty: 901.666687
	Iteration 3F: 3 clusters Score -622313 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -623152.250000 Penalty: 901.666687
	Iteration 4F: 3 clusters Score -623152.2 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -623947.687500 Penalty: 901.666687
	Iteration 5F: 3 clusters Score -623947.7 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -624633.937500 Penalty: 901.666687
	Iteration 6F: 3 clusters Score -624633.9 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -625101.750000 Penalty: 901.666687
	Iteration 7Q: 3 clusters Score -625101.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -625363.125000 Penalty: 901.666687
	Iteration 8Q: 3 clusters Score -625363.1 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -625500.250000 Penalty: 901.666687
	Iteration 9Q: 3 clusters Score -625500.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -625590.437500 Penalty: 901.666687
	Iteration 10Q: 3 clusters Score -625590.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -625674.875000 Penalty: 901.666687
	Iteration 11Q: 3 clusters Score -625674.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -625770.500000 Penalty: 901.666687
	Iteration 12Q: 3 clusters Score -625770.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -625883.687500 Penalty: 901.666687
	Iteration 13Q: 3 clusters Score -625883.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -625978.750000 Penalty: 901.666687
	Iteration 14Q: 3 clusters Score -625978.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -626070.375000 Penalty: 901.666687
	Iteration 15Q: 3 clusters Score -626070.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -626130.562500 Penalty: 901.666687
	Iteration 16Q: 3 clusters Score -626130.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -626169.562500 Penalty: 901.666687
	Iteration 17Q: 3 clusters Score -626169.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -626200.437500 Penalty: 901.666687
	Iteration 18Q: 3 clusters Score -626200.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -626223.187500 Penalty: 901.666687
	Iteration 19Q: 3 clusters Score -626223.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 9026 members 
Entering Unmasked Estep 
Score: -626242.250000 Penalty: 901.666687
	Iteration 20F: 3 clusters Score -626242.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -626255.687500 Penalty: 901.666687
	Iteration 21Q: 3 clusters Score -626255.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -626264.312500 Penalty: 901.666687
	Iteration 22Q: 3 clusters Score -626264.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -626276.437500 Penalty: 901.666687
	Iteration 23Q: 3 clusters Score -626276.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -626288.562500 Penalty: 901.666687
	Iteration 24Q: 3 clusters Score -626288.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10884 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -626299.812500 Penalty: 901.666687
	Iteration 25Q: 3 clusters Score -626299.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -626313.000000 Penalty: 901.666687
	Iteration 26Q: 3 clusters Score -626313 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -626324.187500 Penalty: 901.666687
	Iteration 27Q: 3 clusters Score -626324.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -626335.875000 Penalty: 901.666687
	Iteration 28Q: 3 clusters Score -626335.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -626345.562500 Penalty: 901.666687
	Iteration 29Q: 3 clusters Score -626345.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -626356.125000 Penalty: 901.666687
	Iteration 30Q: 3 clusters Score -626356.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -626366.062500 Penalty: 901.666687
	Iteration 31Q: 3 clusters Score -626366.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -626374.187500 Penalty: 901.666687
	Iteration 32Q: 3 clusters Score -626374.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -626380.875000 Penalty: 901.666687
	Iteration 33Q: 3 clusters Score -626380.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -626391.187500 Penalty: 901.666687
	Iteration 34Q: 3 clusters Score -626391.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -626398.500000 Penalty: 901.666687
	Iteration 35Q: 3 clusters Score -626398.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -626401.687500 Penalty: 901.666687
	Iteration 36Q: 3 clusters Score -626401.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -626412.312500 Penalty: 901.666687
	Iteration 37Q: 3 clusters Score -626412.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -626416.625000 Penalty: 901.666687
	Iteration 38Q: 3 clusters Score -626416.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -626422.250000 Penalty: 901.666687
	Iteration 39Q: 3 clusters Score -626422.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -626424.500000 Penalty: 901.666687
	Iteration 40F: 3 clusters Score -626424.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -626424.062500 Penalty: 901.666687
	Iteration 41Q: 3 clusters Score -626424.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -626424.375000 Penalty: 901.666687
	Iteration 42Q: 3 clusters Score -626424.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -626431.500000 Penalty: 901.666687
	Iteration 43Q: 3 clusters Score -626431.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -626433.312500 Penalty: 901.666687
	Iteration 44Q: 3 clusters Score -626433.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -626435.562500 Penalty: 901.666687
	Iteration 45Q: 3 clusters Score -626435.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -626436.812500 Penalty: 901.666687
	Iteration 46Q: 3 clusters Score -626436.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -626439.437500 Penalty: 901.666687
	Iteration 47Q: 3 clusters Score -626439.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -626444.437500 Penalty: 901.666687
	Iteration 48Q: 3 clusters Score -626444.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -626448.312500 Penalty: 901.666687
	Iteration 49Q: 3 clusters Score -626448.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -626453.687500 Penalty: 901.666687
	Iteration 50Q: 3 clusters Score -626453.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -626457.187500 Penalty: 901.666687
	Iteration 51Q: 3 clusters Score -626457.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -626464.687500 Penalty: 901.666687
	Iteration 52Q: 3 clusters Score -626464.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -626474.375000 Penalty: 901.666687
	Iteration 53Q: 3 clusters Score -626474.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -626488.437500 Penalty: 901.666687
	Iteration 54Q: 3 clusters Score -626488.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -626499.875000 Penalty: 901.666687
	Iteration 55Q: 3 clusters Score -626499.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -626510.187500 Penalty: 901.666687
	Iteration 56Q: 3 clusters Score -626510.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -626520.500000 Penalty: 901.666687
	Iteration 57Q: 3 clusters Score -626520.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -626535.687500 Penalty: 901.666687
	Iteration 58Q: 3 clusters Score -626535.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -626548.937500 Penalty: 901.666687
	Iteration 59Q: 3 clusters Score -626548.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -626561.375000 Penalty: 901.666687
	Iteration 60F: 3 clusters Score -626561.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 11582 members 
Entering Unmasked Estep 
Score: -626574.750000 Penalty: 901.666687
	Iteration 61Q: 3 clusters Score -626574.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -626587.062500 Penalty: 901.666687
	Iteration 62Q: 3 clusters Score -626587.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -626601.125000 Penalty: 901.666687
	Iteration 63Q: 3 clusters Score -626601.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -626619.125000 Penalty: 901.666687
	Iteration 64Q: 3 clusters Score -626619.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -626639.500000 Penalty: 901.666687
	Iteration 65Q: 3 clusters Score -626639.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -626660.500000 Penalty: 901.666687
	Iteration 66Q: 3 clusters Score -626660.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -626676.250000 Penalty: 901.666687
	Iteration 67Q: 3 clusters Score -626676.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -626701.312500 Penalty: 901.666687
	Iteration 68Q: 3 clusters Score -626701.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -626723.437500 Penalty: 901.666687
	Iteration 69Q: 3 clusters Score -626723.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -626742.875000 Penalty: 901.666687
	Iteration 70Q: 3 clusters Score -626742.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -626762.937500 Penalty: 901.666687
	Iteration 71Q: 3 clusters Score -626762.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -626787.437500 Penalty: 901.666687
	Iteration 72Q: 3 clusters Score -626787.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -626816.187500 Penalty: 901.666687
	Iteration 73Q: 3 clusters Score -626816.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -626835.000000 Penalty: 901.666687
	Iteration 74Q: 3 clusters Score -626835 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -626858.062500 Penalty: 901.666687
	Iteration 75Q: 3 clusters Score -626858.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -626882.750000 Penalty: 901.666687
	Iteration 76Q: 3 clusters Score -626882.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -626910.812500 Penalty: 901.666687
	Iteration 77Q: 3 clusters Score -626910.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -626941.812500 Penalty: 901.666687
	Iteration 78Q: 3 clusters Score -626941.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -626974.000000 Penalty: 901.666687
	Iteration 79Q: 3 clusters Score -626974 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -626998.625000 Penalty: 901.666687
	Iteration 80F: 3 clusters Score -626998.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -627023.125000 Penalty: 901.666687
	Iteration 81Q: 3 clusters Score -627023.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 14248 members 
Entering Unmasked Estep 
Score: -627043.937500 Penalty: 901.666687
	Iteration 82Q: 3 clusters Score -627043.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -627063.687500 Penalty: 901.666687
	Iteration 83Q: 3 clusters Score -627063.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -627083.437500 Penalty: 901.666687
	Iteration 84Q: 3 clusters Score -627083.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -627093.062500 Penalty: 901.666687
	Iteration 85Q: 3 clusters Score -627093.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -627099.437500 Penalty: 901.666687
	Iteration 86Q: 3 clusters Score -627099.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -627101.812500 Penalty: 901.666687
	Iteration 87Q: 3 clusters Score -627101.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -627104.937500 Penalty: 901.666687
	Iteration 88Q: 3 clusters Score -627104.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -627107.687500 Penalty: 901.666687
	Iteration 89Q: 3 clusters Score -627107.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -627110.312500 Penalty: 901.666687
	Iteration 90Q: 3 clusters Score -627110.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 14829 members 
Entering Unmasked Estep 
Score: -627113.375000 Penalty: 901.666687
	Iteration 91Q: 3 clusters Score -627113.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -627115.187500 Penalty: 901.666687
	Iteration 92Q: 3 clusters Score -627115.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -627119.750000 Penalty: 901.666687
	Iteration 93Q: 3 clusters Score -627119.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 14961 members 
Entering Unmasked Estep 
Score: -627126.250000 Penalty: 901.666687
	Iteration 94Q: 3 clusters Score -627126.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -627135.750000 Penalty: 901.666687
	Iteration 95Q: 3 clusters Score -627135.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -627144.250000 Penalty: 901.666687
	Iteration 96Q: 3 clusters Score -627144.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 15145 members 
Entering Unmasked Estep 
Score: -627150.750000 Penalty: 901.666687
	Iteration 97Q: 3 clusters Score -627150.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -627154.500000 Penalty: 901.666687
	Iteration 98Q: 3 clusters Score -627154.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -627159.312500 Penalty: 901.666687
	Iteration 99Q: 3 clusters Score -627159.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 15319 members 
Entering Unmasked Estep 
Score: -627168.062500 Penalty: 901.666687
	Iteration 100F: 3 clusters Score -627168.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 15380 members 
Entering Unmasked Estep 
Score: -627172.500000 Penalty: 901.666687
	Iteration 101Q: 3 clusters Score -627172.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -627177.187500 Penalty: 901.666687
	Iteration 102Q: 3 clusters Score -627177.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -627183.187500 Penalty: 901.666687
	Iteration 103Q: 3 clusters Score -627183.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -627191.187500 Penalty: 901.666687
	Iteration 104Q: 3 clusters Score -627191.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -627197.812500 Penalty: 901.666687
	Iteration 105Q: 3 clusters Score -627197.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -627206.687500 Penalty: 901.666687
	Iteration 106Q: 3 clusters Score -627206.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -627218.187500 Penalty: 901.666687
	Iteration 107Q: 3 clusters Score -627218.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -627227.125000 Penalty: 901.666687
	Iteration 108Q: 3 clusters Score -627227.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -627237.437500 Penalty: 901.666687
	Iteration 109Q: 3 clusters Score -627237.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -627246.000000 Penalty: 901.666687
	Iteration 110Q: 3 clusters Score -627246 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -627255.687500 Penalty: 901.666687
	Iteration 111Q: 3 clusters Score -627255.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -627263.937500 Penalty: 901.666687
	Iteration 112Q: 3 clusters Score -627263.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -627270.312500 Penalty: 901.666687
	Iteration 113Q: 3 clusters Score -627270.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -627283.062500 Penalty: 901.666687
	Iteration 114Q: 3 clusters Score -627283.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -627291.687500 Penalty: 901.666687
	Iteration 115Q: 3 clusters Score -627291.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -627302.250000 Penalty: 901.666687
	Iteration 116Q: 3 clusters Score -627302.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -627314.062500 Penalty: 901.666687
	Iteration 117Q: 3 clusters Score -627314.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -627328.000000 Penalty: 901.666687
	Iteration 118Q: 3 clusters Score -627328 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -627340.750000 Penalty: 901.666687
	Iteration 119Q: 3 clusters Score -627340.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -627355.812500 Penalty: 901.666687
	Iteration 120F: 3 clusters Score -627355.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -627371.312500 Penalty: 901.666687
	Iteration 121Q: 3 clusters Score -627371.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -627390.437500 Penalty: 901.666687
	Iteration 122Q: 3 clusters Score -627390.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -627410.812500 Penalty: 901.666687
	Iteration 123Q: 3 clusters Score -627410.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -627441.000000 Penalty: 901.666687
	Iteration 124Q: 3 clusters Score -627441 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -627472.625000 Penalty: 901.666687
	Iteration 125Q: 3 clusters Score -627472.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -627508.875000 Penalty: 901.666687
	Iteration 126Q: 3 clusters Score -627508.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -627557.625000 Penalty: 901.666687
	Iteration 127Q: 3 clusters Score -627557.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -627607.312500 Penalty: 901.666687
	Iteration 128Q: 3 clusters Score -627607.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -627657.812500 Penalty: 901.666687
	Iteration 129Q: 3 clusters Score -627657.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -627710.250000 Penalty: 901.666687
	Iteration 130Q: 3 clusters Score -627710.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 18152 members 
Entering Unmasked Estep 
Score: -627772.437500 Penalty: 901.666687
	Iteration 131Q: 3 clusters Score -627772.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -627846.937500 Penalty: 901.666687
	Iteration 132Q: 3 clusters Score -627846.9 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -627910.500000 Penalty: 901.666687
	Iteration 133Q: 3 clusters Score -627910.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -627976.812500 Penalty: 901.666687
	Iteration 134Q: 3 clusters Score -627976.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -628037.625000 Penalty: 901.666687
	Iteration 135Q: 3 clusters Score -628037.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -628081.437500 Penalty: 901.666687
	Iteration 136Q: 3 clusters Score -628081.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -628120.500000 Penalty: 901.666687
	Iteration 137Q: 3 clusters Score -628120.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -628147.437500 Penalty: 901.666687
	Iteration 138Q: 3 clusters Score -628147.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -628177.875000 Penalty: 901.666687
	Iteration 139Q: 3 clusters Score -628177.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -628206.625000 Penalty: 901.666687
	Iteration 140F: 3 clusters Score -628206.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -628233.375000 Penalty: 901.666687
	Iteration 141Q: 3 clusters Score -628233.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -628249.812500 Penalty: 901.666687
	Iteration 142Q: 3 clusters Score -628249.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -628265.375000 Penalty: 901.666687
	Iteration 143Q: 3 clusters Score -628265.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -628276.562500 Penalty: 901.666687
	Iteration 144Q: 3 clusters Score -628276.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -628288.875000 Penalty: 901.666687
	Iteration 145Q: 3 clusters Score -628288.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -628298.000000 Penalty: 901.666687
	Iteration 146Q: 3 clusters Score -628298 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -628313.437500 Penalty: 901.666687
	Iteration 147Q: 3 clusters Score -628313.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -628321.625000 Penalty: 901.666687
	Iteration 148Q: 3 clusters Score -628321.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -628329.250000 Penalty: 901.666687
	Iteration 149Q: 3 clusters Score -628329.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -628335.125000 Penalty: 901.666687
	Iteration 150Q: 3 clusters Score -628335.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -628341.375000 Penalty: 901.666687
	Iteration 151Q: 3 clusters Score -628341.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -628346.500000 Penalty: 901.666687
	Iteration 152Q: 3 clusters Score -628346.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -628351.062500 Penalty: 901.666687
	Iteration 153Q: 3 clusters Score -628351.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -628360.625000 Penalty: 901.666687
	Iteration 154Q: 3 clusters Score -628360.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -628369.000000 Penalty: 901.666687
	Iteration 155Q: 3 clusters Score -628369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -628377.437500 Penalty: 901.666687
	Iteration 156Q: 3 clusters Score -628377.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -628383.375000 Penalty: 901.666687
	Iteration 157Q: 3 clusters Score -628383.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 19787 members 
Entering Unmasked Estep 
Score: -628391.750000 Penalty: 901.666687
	Iteration 158Q: 3 clusters Score -628391.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -628396.500000 Penalty: 901.666687
	Iteration 159Q: 3 clusters Score -628396.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -628398.187500 Penalty: 901.666687
	Iteration 160F: 3 clusters Score -628398.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -628401.500000 Penalty: 901.666687
	Iteration 161Q: 3 clusters Score -628401.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -628402.250000 Penalty: 901.666687
	Iteration 162Q: 3 clusters Score -628402.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -628402.250000 Penalty: 901.666687
	Iteration 163F: 3 clusters Score -628402.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Entering Unmasked Estep 
Score: -147674.359375 Penalty: 387.985016
	Iteration 0F: 2 clusters Score -147674.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -144220.875000 Penalty: 775.970032
	Iteration 0F: 3 clusters Score -144220.9 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -145610.359375 Penalty: 775.970032
	Iteration 1F: 3 clusters Score -145610.4 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -145836.328125 Penalty: 775.970032
	Iteration 2F: 3 clusters Score -145836.3 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -146096.968750 Penalty: 775.970032
	Iteration 3F: 3 clusters Score -146097 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -146358.390625 Penalty: 775.970032
	Iteration 4F: 3 clusters Score -146358.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -146610.312500 Penalty: 775.970032
	Iteration 5F: 3 clusters Score -146610.3 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -146842.046875 Penalty: 775.970032
	Iteration 6F: 3 clusters Score -146842 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -146986.265625 Penalty: 775.970032
	Iteration 7Q: 3 clusters Score -146986.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -147084.359375 Penalty: 775.970032
	Iteration 8Q: 3 clusters Score -147084.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -147143.062500 Penalty: 775.970032
	Iteration 9Q: 3 clusters Score -147143.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -147178.343750 Penalty: 775.970032
	Iteration 10Q: 3 clusters Score -147178.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -147207.640625 Penalty: 775.970032
	Iteration 11Q: 3 clusters Score -147207.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -147238.750000 Penalty: 775.970032
	Iteration 12Q: 3 clusters Score -147238.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -147263.656250 Penalty: 775.970032
	Iteration 13Q: 3 clusters Score -147263.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -147286.031250 Penalty: 775.970032
	Iteration 14Q: 3 clusters Score -147286 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -147304.890625 Penalty: 775.970032
	Iteration 15Q: 3 clusters Score -147304.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -147316.343750 Penalty: 775.970032
	Iteration 16Q: 3 clusters Score -147316.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -147325.953125 Penalty: 775.970032
	Iteration 17Q: 3 clusters Score -147326 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -147335.281250 Penalty: 775.970032
	Iteration 18Q: 3 clusters Score -147335.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -147342.125000 Penalty: 775.970032
	Iteration 19Q: 3 clusters Score -147342.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -147350.312500 Penalty: 775.970032
	Iteration 20F: 3 clusters Score -147350.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -147353.453125 Penalty: 775.970032
	Iteration 21Q: 3 clusters Score -147353.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -147357.453125 Penalty: 775.970032
	Iteration 22Q: 3 clusters Score -147357.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -147359.500000 Penalty: 775.970032
	Iteration 23Q: 3 clusters Score -147359.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -147360.765625 Penalty: 775.970032
	Iteration 24Q: 3 clusters Score -147360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -147363.125000 Penalty: 775.970032
	Iteration 25Q: 3 clusters Score -147363.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -147365.390625 Penalty: 775.970032
	Iteration 26Q: 3 clusters Score -147365.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -147367.921875 Penalty: 775.970032
	Iteration 27Q: 3 clusters Score -147367.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -147368.765625 Penalty: 775.970032
	Iteration 28Q: 3 clusters Score -147368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -147370.828125 Penalty: 775.970032
	Iteration 29Q: 3 clusters Score -147370.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -147374.828125 Penalty: 775.970032
	Iteration 30Q: 3 clusters Score -147374.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -147376.500000 Penalty: 775.970032
	Iteration 31Q: 3 clusters Score -147376.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -147378.078125 Penalty: 775.970032
	Iteration 32Q: 3 clusters Score -147378.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -147378.546875 Penalty: 775.970032
	Iteration 33Q: 3 clusters Score -147378.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -147378.750000 Penalty: 775.970032
	Iteration 34Q: 3 clusters Score -147378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -147380.000000 Penalty: 775.970032
	Iteration 35Q: 3 clusters Score -147380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -147382.203125 Penalty: 775.970032
	Iteration 36Q: 3 clusters Score -147382.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -147385.687500 Penalty: 775.970032
	Iteration 37Q: 3 clusters Score -147385.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -147389.375000 Penalty: 775.970032
	Iteration 38Q: 3 clusters Score -147389.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -147393.937500 Penalty: 775.970032
	Iteration 39Q: 3 clusters Score -147393.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -147402.203125 Penalty: 775.970032
	Iteration 40F: 3 clusters Score -147402.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -147411.046875 Penalty: 775.970032
	Iteration 41Q: 3 clusters Score -147411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -147418.437500 Penalty: 775.970032
	Iteration 42Q: 3 clusters Score -147418.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -147421.625000 Penalty: 775.970032
	Iteration 43Q: 3 clusters Score -147421.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -147423.937500 Penalty: 775.970032
	Iteration 44Q: 3 clusters Score -147423.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -147424.500000 Penalty: 775.970032
	Iteration 45Q: 3 clusters Score -147424.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -147425.078125 Penalty: 775.970032
	Iteration 46Q: 3 clusters Score -147425.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -147425.546875 Penalty: 775.970032
	Iteration 47Q: 3 clusters Score -147425.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -147425.984375 Penalty: 775.970032
	Iteration 48Q: 3 clusters Score -147426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -147425.984375 Penalty: 775.970032
	Iteration 49F: 3 clusters Score -147426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -67404.023438 Penalty: 346.808960
	Iteration 0F: 2 clusters Score -67404.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -65913.890625 Penalty: 693.617920
	Iteration 0F: 3 clusters Score -65913.89 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -66512.109375 Penalty: 693.617920
	Iteration 1F: 3 clusters Score -66512.11 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -66660.367188 Penalty: 693.617920
	Iteration 2F: 3 clusters Score -66660.37 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -66780.093750 Penalty: 693.617920
	Iteration 3F: 3 clusters Score -66780.09 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -66905.015625 Penalty: 693.617920
	Iteration 4F: 3 clusters Score -66905.02 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -67001.609375 Penalty: 693.617920
	Iteration 5Q: 3 clusters Score -67001.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -67043.156250 Penalty: 693.617920
	Iteration 6Q: 3 clusters Score -67043.16 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -67068.109375 Penalty: 693.617920
	Iteration 7Q: 3 clusters Score -67068.11 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -67081.781250 Penalty: 693.617920
	Iteration 8Q: 3 clusters Score -67081.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -67088.671875 Penalty: 693.617920
	Iteration 9Q: 3 clusters Score -67088.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -67092.195312 Penalty: 693.617920
	Iteration 10Q: 3 clusters Score -67092.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -67093.515625 Penalty: 693.617920
	Iteration 11Q: 3 clusters Score -67093.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -67094.281250 Penalty: 693.617920
	Iteration 12Q: 3 clusters Score -67094.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -67094.625000 Penalty: 693.617920
	Iteration 13Q: 3 clusters Score -67094.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -67095.046875 Penalty: 693.617920
	Iteration 14Q: 3 clusters Score -67095.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -67095.046875 Penalty: 693.617920
	Iteration 15F: 3 clusters Score -67095.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -84043.851562 Penalty: 357.037628
	Iteration 0F: 2 clusters Score -84043.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -82222.273438 Penalty: 714.075256
	Iteration 0F: 3 clusters Score -82222.27 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -82948.656250 Penalty: 714.075256
	Iteration 1F: 3 clusters Score -82948.66 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -83114.812500 Penalty: 714.075256
	Iteration 2F: 3 clusters Score -83114.81 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -83263.289062 Penalty: 714.075256
	Iteration 3F: 3 clusters Score -83263.29 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -83385.398438 Penalty: 714.075256
	Iteration 4F: 3 clusters Score -83385.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -83472.906250 Penalty: 714.075256
	Iteration 5Q: 3 clusters Score -83472.91 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -83544.671875 Penalty: 714.075256
	Iteration 6Q: 3 clusters Score -83544.67 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -83594.914062 Penalty: 714.075256
	Iteration 7Q: 3 clusters Score -83594.91 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -83637.609375 Penalty: 714.075256
	Iteration 8Q: 3 clusters Score -83637.61 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -83659.843750 Penalty: 714.075256
	Iteration 9Q: 3 clusters Score -83659.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -83673.921875 Penalty: 714.075256
	Iteration 10Q: 3 clusters Score -83673.92 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -83682.101562 Penalty: 714.075256
	Iteration 11Q: 3 clusters Score -83682.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -83683.992188 Penalty: 714.075256
	Iteration 12Q: 3 clusters Score -83683.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -83687.078125 Penalty: 714.075256
	Iteration 13Q: 3 clusters Score -83687.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -83690.835938 Penalty: 714.075256
	Iteration 14Q: 3 clusters Score -83690.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -83695.281250 Penalty: 714.075256
	Iteration 15Q: 3 clusters Score -83695.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -83698.390625 Penalty: 714.075256
	Iteration 16Q: 3 clusters Score -83698.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -83698.554688 Penalty: 714.075256
	Iteration 17Q: 3 clusters Score -83698.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -83699.320312 Penalty: 714.075256
	Iteration 18Q: 3 clusters Score -83699.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -83700.687500 Penalty: 714.075256
	Iteration 19Q: 3 clusters Score -83700.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -83701.765625 Penalty: 714.075256
	Iteration 20F: 3 clusters Score -83701.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -83702.656250 Penalty: 714.075256
	Iteration 21Q: 3 clusters Score -83702.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -83703.953125 Penalty: 714.075256
	Iteration 22Q: 3 clusters Score -83703.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -83705.210938 Penalty: 714.075256
	Iteration 23Q: 3 clusters Score -83705.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -83707.632812 Penalty: 714.075256
	Iteration 24Q: 3 clusters Score -83707.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -83709.304688 Penalty: 714.075256
	Iteration 25Q: 3 clusters Score -83709.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -83711.179688 Penalty: 714.075256
	Iteration 26Q: 3 clusters Score -83711.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -83712.304688 Penalty: 714.075256
	Iteration 27Q: 3 clusters Score -83712.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -83714.351562 Penalty: 714.075256
	Iteration 28Q: 3 clusters Score -83714.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -83716.929688 Penalty: 714.075256
	Iteration 29Q: 3 clusters Score -83716.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -83717.921875 Penalty: 714.075256
	Iteration 30Q: 3 clusters Score -83717.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -83720.335938 Penalty: 714.075256
	Iteration 31Q: 3 clusters Score -83720.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -83722.953125 Penalty: 714.075256
	Iteration 32Q: 3 clusters Score -83722.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -83728.437500 Penalty: 714.075256
	Iteration 33Q: 3 clusters Score -83728.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -83729.679688 Penalty: 714.075256
	Iteration 34Q: 3 clusters Score -83729.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -83731.710938 Penalty: 714.075256
	Iteration 35Q: 3 clusters Score -83731.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -83734.664062 Penalty: 714.075256
	Iteration 36Q: 3 clusters Score -83734.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -83738.171875 Penalty: 714.075256
	Iteration 37Q: 3 clusters Score -83738.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -83748.335938 Penalty: 714.075256
	Iteration 38Q: 3 clusters Score -83748.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -83751.585938 Penalty: 714.075256
	Iteration 39Q: 3 clusters Score -83751.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -83751.585938 Penalty: 714.075256
	Iteration 40F: 3 clusters Score -83751.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121217 members 
Entering Unmasked Estep 
Score: -3990340.750000 Penalty: 532.592834
	Iteration 0F: 2 clusters Score -3990341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60944 members 
Mstep: Class 2 contains 60273 members 
Entering Unmasked Estep 
Score: -3908409.500000 Penalty: 1065.185669
	Iteration 0F: 3 clusters Score -3908410 nChanged 59264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73100 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -3945708.500000 Penalty: 1065.185669
	Iteration 1F: 3 clusters Score -3945708 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 40491 members 
Entering Unmasked Estep 
Score: -3950199.750000 Penalty: 1065.185669
	Iteration 2F: 3 clusters Score -3950200 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -3958750.250000 Penalty: 1065.185669
	Iteration 3F: 3 clusters Score -3958750 nChanged 12369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103888 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -3971138.000000 Penalty: 1065.185669
	Iteration 4F: 3 clusters Score -3971138 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114160 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -3982540.000000 Penalty: 1065.185669
	Iteration 5F: 3 clusters Score -3982540 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119313 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3988040.500000 Penalty: 1065.185669
	Iteration 6Q: 3 clusters Score -3988040 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120791 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -3989474.250000 Penalty: 1065.185669
	Iteration 7Q: 3 clusters Score -3989474 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121094 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -3989774.000000 Penalty: 1065.185669
	Iteration 8Q: 3 clusters Score -3989774 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121145 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -3989821.000000 Penalty: 1065.185669
	Iteration 9Q: 3 clusters Score -3989821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121159 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -3989843.250000 Penalty: 1065.185669
	Iteration 10Q: 3 clusters Score -3989843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121170 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -3989872.000000 Penalty: 1065.185669
	Iteration 11Q: 3 clusters Score -3989872 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121175 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3989879.250000 Penalty: 1065.185669
	Iteration 12Q: 3 clusters Score -3989879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121174 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -3989879.250000 Penalty: 1065.185669
	Iteration 13Q: 3 clusters Score -3989879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121175 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3989882.500000 Penalty: 1065.185669
	Iteration 14Q: 3 clusters Score -3989882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121175 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -3989882.500000 Penalty: 1065.185669
	Iteration 15F: 3 clusters Score -3989882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Entering Unmasked Estep 
Score: -83354.585938 Penalty: 361.843994
	Iteration 0F: 2 clusters Score -83354.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -81355.070312 Penalty: 723.687988
	Iteration 0F: 3 clusters Score -81355.07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -82132.773438 Penalty: 723.687988
	Iteration 1F: 3 clusters Score -82132.77 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -82237.273438 Penalty: 723.687988
	Iteration 2F: 3 clusters Score -82237.27 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -82330.000000 Penalty: 723.687988
	Iteration 3F: 3 clusters Score -82330 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -82412.265625 Penalty: 723.687988
	Iteration 4F: 3 clusters Score -82412.27 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -82488.023438 Penalty: 723.687988
	Iteration 5Q: 3 clusters Score -82488.02 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -82557.750000 Penalty: 723.687988
	Iteration 6Q: 3 clusters Score -82557.75 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -82617.062500 Penalty: 723.687988
	Iteration 7Q: 3 clusters Score -82617.06 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -82658.046875 Penalty: 723.687988
	Iteration 8Q: 3 clusters Score -82658.05 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -82700.539062 Penalty: 723.687988
	Iteration 9Q: 3 clusters Score -82700.54 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -82740.367188 Penalty: 723.687988
	Iteration 10Q: 3 clusters Score -82740.37 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -82783.273438 Penalty: 723.687988
	Iteration 11Q: 3 clusters Score -82783.27 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -82843.398438 Penalty: 723.687988
	Iteration 12Q: 3 clusters Score -82843.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -82897.992188 Penalty: 723.687988
	Iteration 13Q: 3 clusters Score -82897.99 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -82941.843750 Penalty: 723.687988
	Iteration 14Q: 3 clusters Score -82941.84 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -82971.148438 Penalty: 723.687988
	Iteration 15Q: 3 clusters Score -82971.15 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -82989.476562 Penalty: 723.687988
	Iteration 16Q: 3 clusters Score -82989.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -83005.257812 Penalty: 723.687988
	Iteration 17Q: 3 clusters Score -83005.26 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -83018.398438 Penalty: 723.687988
	Iteration 18Q: 3 clusters Score -83018.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -83027.054688 Penalty: 723.687988
	Iteration 19Q: 3 clusters Score -83027.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -83031.984375 Penalty: 723.687988
	Iteration 20F: 3 clusters Score -83031.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -83037.601562 Penalty: 723.687988
	Iteration 21Q: 3 clusters Score -83037.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -83046.679688 Penalty: 723.687988
	Iteration 22Q: 3 clusters Score -83046.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -83052.859375 Penalty: 723.687988
	Iteration 23Q: 3 clusters Score -83052.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -83056.250000 Penalty: 723.687988
	Iteration 24Q: 3 clusters Score -83056.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -83056.445312 Penalty: 723.687988
	Iteration 25Q: 3 clusters Score -83056.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -83056.445312 Penalty: 723.687988
	Iteration 26F: 3 clusters Score -83056.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Entering Unmasked Estep 
Score: -215684.687500 Penalty: 402.581024
	Iteration 0F: 2 clusters Score -215684.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -210964.859375 Penalty: 805.162048
	Iteration 0F: 3 clusters Score -210964.9 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -212794.015625 Penalty: 805.162048
	Iteration 1F: 3 clusters Score -212794 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -212944.109375 Penalty: 805.162048
	Iteration 2F: 3 clusters Score -212944.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -213115.078125 Penalty: 805.162048
	Iteration 3Q: 3 clusters Score -213115.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -213276.156250 Penalty: 805.162048
	Iteration 4F: 3 clusters Score -213276.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -213436.265625 Penalty: 805.162048
	Iteration 5Q: 3 clusters Score -213436.3 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -213609.109375 Penalty: 805.162048
	Iteration 6Q: 3 clusters Score -213609.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -213797.265625 Penalty: 805.162048
	Iteration 7Q: 3 clusters Score -213797.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -213982.406250 Penalty: 805.162048
	Iteration 8Q: 3 clusters Score -213982.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -214156.765625 Penalty: 805.162048
	Iteration 9Q: 3 clusters Score -214156.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -214256.796875 Penalty: 805.162048
	Iteration 10Q: 3 clusters Score -214256.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -214311.875000 Penalty: 805.162048
	Iteration 11Q: 3 clusters Score -214311.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -214339.265625 Penalty: 805.162048
	Iteration 12Q: 3 clusters Score -214339.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -214354.453125 Penalty: 805.162048
	Iteration 13Q: 3 clusters Score -214354.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -214370.421875 Penalty: 805.162048
	Iteration 14Q: 3 clusters Score -214370.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -214383.265625 Penalty: 805.162048
	Iteration 15Q: 3 clusters Score -214383.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -214393.781250 Penalty: 805.162048
	Iteration 16Q: 3 clusters Score -214393.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -214405.281250 Penalty: 805.162048
	Iteration 17Q: 3 clusters Score -214405.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -214416.328125 Penalty: 805.162048
	Iteration 18Q: 3 clusters Score -214416.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -214423.031250 Penalty: 805.162048
	Iteration 19Q: 3 clusters Score -214423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -214433.546875 Penalty: 805.162048
	Iteration 20F: 3 clusters Score -214433.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -214447.312500 Penalty: 805.162048
	Iteration 21Q: 3 clusters Score -214447.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -214462.328125 Penalty: 805.162048
	Iteration 22Q: 3 clusters Score -214462.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -214473.546875 Penalty: 805.162048
	Iteration 23Q: 3 clusters Score -214473.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -214482.562500 Penalty: 805.162048
	Iteration 24Q: 3 clusters Score -214482.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -214493.218750 Penalty: 805.162048
	Iteration 25Q: 3 clusters Score -214493.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -214505.328125 Penalty: 805.162048
	Iteration 26Q: 3 clusters Score -214505.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -214518.390625 Penalty: 805.162048
	Iteration 27Q: 3 clusters Score -214518.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -214532.453125 Penalty: 805.162048
	Iteration 28Q: 3 clusters Score -214532.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -214547.375000 Penalty: 805.162048
	Iteration 29Q: 3 clusters Score -214547.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -214564.718750 Penalty: 805.162048
	Iteration 30Q: 3 clusters Score -214564.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -214580.765625 Penalty: 805.162048
	Iteration 31Q: 3 clusters Score -214580.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -214594.828125 Penalty: 805.162048
	Iteration 32Q: 3 clusters Score -214594.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -214607.875000 Penalty: 805.162048
	Iteration 33Q: 3 clusters Score -214607.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -214619.109375 Penalty: 805.162048
	Iteration 34Q: 3 clusters Score -214619.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -214626.625000 Penalty: 805.162048
	Iteration 35Q: 3 clusters Score -214626.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -214633.859375 Penalty: 805.162048
	Iteration 36Q: 3 clusters Score -214633.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -214641.250000 Penalty: 805.162048
	Iteration 37Q: 3 clusters Score -214641.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -214649.796875 Penalty: 805.162048
	Iteration 38Q: 3 clusters Score -214649.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -214661.843750 Penalty: 805.162048
	Iteration 39Q: 3 clusters Score -214661.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -214671.125000 Penalty: 805.162048
	Iteration 40F: 3 clusters Score -214671.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -214683.421875 Penalty: 805.162048
	Iteration 41Q: 3 clusters Score -214683.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -214694.328125 Penalty: 805.162048
	Iteration 42Q: 3 clusters Score -214694.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -214706.343750 Penalty: 805.162048
	Iteration 43Q: 3 clusters Score -214706.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -214719.109375 Penalty: 805.162048
	Iteration 44Q: 3 clusters Score -214719.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -214727.531250 Penalty: 805.162048
	Iteration 45Q: 3 clusters Score -214727.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -214737.093750 Penalty: 805.162048
	Iteration 46Q: 3 clusters Score -214737.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -214748.046875 Penalty: 805.162048
	Iteration 47Q: 3 clusters Score -214748 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -214758.203125 Penalty: 805.162048
	Iteration 48Q: 3 clusters Score -214758.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -214772.296875 Penalty: 805.162048
	Iteration 49Q: 3 clusters Score -214772.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -214781.906250 Penalty: 805.162048
	Iteration 50Q: 3 clusters Score -214781.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -214790.531250 Penalty: 805.162048
	Iteration 51Q: 3 clusters Score -214790.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -214795.656250 Penalty: 805.162048
	Iteration 52Q: 3 clusters Score -214795.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -214800.843750 Penalty: 805.162048
	Iteration 53Q: 3 clusters Score -214800.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -214805.406250 Penalty: 805.162048
	Iteration 54Q: 3 clusters Score -214805.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -214811.015625 Penalty: 805.162048
	Iteration 55Q: 3 clusters Score -214811 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -214815.343750 Penalty: 805.162048
	Iteration 56Q: 3 clusters Score -214815.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -214819.453125 Penalty: 805.162048
	Iteration 57Q: 3 clusters Score -214819.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -214823.406250 Penalty: 805.162048
	Iteration 58Q: 3 clusters Score -214823.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -214828.484375 Penalty: 805.162048
	Iteration 59Q: 3 clusters Score -214828.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -214834.343750 Penalty: 805.162048
	Iteration 60F: 3 clusters Score -214834.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -214838.218750 Penalty: 805.162048
	Iteration 61Q: 3 clusters Score -214838.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -214843.515625 Penalty: 805.162048
	Iteration 62Q: 3 clusters Score -214843.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -214849.968750 Penalty: 805.162048
	Iteration 63Q: 3 clusters Score -214850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -214856.390625 Penalty: 805.162048
	Iteration 64Q: 3 clusters Score -214856.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -214860.468750 Penalty: 805.162048
	Iteration 65Q: 3 clusters Score -214860.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -214863.187500 Penalty: 805.162048
	Iteration 66Q: 3 clusters Score -214863.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -214868.750000 Penalty: 805.162048
	Iteration 67Q: 3 clusters Score -214868.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -214876.671875 Penalty: 805.162048
	Iteration 68Q: 3 clusters Score -214876.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -214883.859375 Penalty: 805.162048
	Iteration 69Q: 3 clusters Score -214883.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -214894.812500 Penalty: 805.162048
	Iteration 70Q: 3 clusters Score -214894.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -214907.656250 Penalty: 805.162048
	Iteration 71Q: 3 clusters Score -214907.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -214920.312500 Penalty: 805.162048
	Iteration 72Q: 3 clusters Score -214920.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -214931.828125 Penalty: 805.162048
	Iteration 73Q: 3 clusters Score -214931.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -214948.937500 Penalty: 805.162048
	Iteration 74Q: 3 clusters Score -214948.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -214965.531250 Penalty: 805.162048
	Iteration 75Q: 3 clusters Score -214965.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -214977.640625 Penalty: 805.162048
	Iteration 76Q: 3 clusters Score -214977.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -214984.968750 Penalty: 805.162048
	Iteration 77Q: 3 clusters Score -214985 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -214991.875000 Penalty: 805.162048
	Iteration 78Q: 3 clusters Score -214991.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -214999.687500 Penalty: 805.162048
	Iteration 79Q: 3 clusters Score -214999.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -215004.984375 Penalty: 805.162048
	Iteration 80F: 3 clusters Score -215005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -215009.890625 Penalty: 805.162048
	Iteration 81Q: 3 clusters Score -215009.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -215014.281250 Penalty: 805.162048
	Iteration 82Q: 3 clusters Score -215014.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -215019.250000 Penalty: 805.162048
	Iteration 83Q: 3 clusters Score -215019.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -215027.093750 Penalty: 805.162048
	Iteration 84Q: 3 clusters Score -215027.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -215040.093750 Penalty: 805.162048
	Iteration 85Q: 3 clusters Score -215040.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -215055.703125 Penalty: 805.162048
	Iteration 86Q: 3 clusters Score -215055.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -215064.968750 Penalty: 805.162048
	Iteration 87Q: 3 clusters Score -215065 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -215074.109375 Penalty: 805.162048
	Iteration 88Q: 3 clusters Score -215074.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -215080.781250 Penalty: 805.162048
	Iteration 89Q: 3 clusters Score -215080.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -215086.140625 Penalty: 805.162048
	Iteration 90Q: 3 clusters Score -215086.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -215092.234375 Penalty: 805.162048
	Iteration 91Q: 3 clusters Score -215092.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -215096.171875 Penalty: 805.162048
	Iteration 92Q: 3 clusters Score -215096.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -215098.796875 Penalty: 805.162048
	Iteration 93Q: 3 clusters Score -215098.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -215101.203125 Penalty: 805.162048
	Iteration 94Q: 3 clusters Score -215101.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -215103.531250 Penalty: 805.162048
	Iteration 95Q: 3 clusters Score -215103.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -215108.187500 Penalty: 805.162048
	Iteration 96Q: 3 clusters Score -215108.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -215113.984375 Penalty: 805.162048
	Iteration 97Q: 3 clusters Score -215114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -215118.140625 Penalty: 805.162048
	Iteration 98Q: 3 clusters Score -215118.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -215126.781250 Penalty: 805.162048
	Iteration 99Q: 3 clusters Score -215126.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -215141.109375 Penalty: 805.162048
	Iteration 100F: 3 clusters Score -215141.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -215158.343750 Penalty: 805.162048
	Iteration 101Q: 3 clusters Score -215158.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -215176.328125 Penalty: 805.162048
	Iteration 102Q: 3 clusters Score -215176.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -215199.281250 Penalty: 805.162048
	Iteration 103Q: 3 clusters Score -215199.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -215222.484375 Penalty: 805.162048
	Iteration 104Q: 3 clusters Score -215222.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -215251.890625 Penalty: 805.162048
	Iteration 105Q: 3 clusters Score -215251.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -215286.078125 Penalty: 805.162048
	Iteration 106Q: 3 clusters Score -215286.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -215312.015625 Penalty: 805.162048
	Iteration 107Q: 3 clusters Score -215312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -215332.515625 Penalty: 805.162048
	Iteration 108Q: 3 clusters Score -215332.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -215355.078125 Penalty: 805.162048
	Iteration 109Q: 3 clusters Score -215355.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -215366.031250 Penalty: 805.162048
	Iteration 110Q: 3 clusters Score -215366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -215374.656250 Penalty: 805.162048
	Iteration 111Q: 3 clusters Score -215374.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -215378.750000 Penalty: 805.162048
	Iteration 112Q: 3 clusters Score -215378.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -215382.640625 Penalty: 805.162048
	Iteration 113Q: 3 clusters Score -215382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -215385.953125 Penalty: 805.162048
	Iteration 114Q: 3 clusters Score -215386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -215388.500000 Penalty: 805.162048
	Iteration 115Q: 3 clusters Score -215388.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -215388.953125 Penalty: 805.162048
	Iteration 116Q: 3 clusters Score -215389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -215388.906250 Penalty: 805.162048
	Iteration 117Q: 3 clusters Score -215388.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -215391.187500 Penalty: 805.162048
	Iteration 118F: 3 clusters Score -215391.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -215392.515625 Penalty: 805.162048
	Iteration 119Q: 3 clusters Score -215392.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -215394.625000 Penalty: 805.162048
	Iteration 120F: 3 clusters Score -215394.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -215396.062500 Penalty: 805.162048
	Iteration 121Q: 3 clusters Score -215396.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -215396.812500 Penalty: 805.162048
	Iteration 122Q: 3 clusters Score -215396.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -215396.812500 Penalty: 805.162048
	Iteration 123F: 3 clusters Score -215396.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (150056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150056 members 
Entering Unmasked Estep 
Score: -4981272.500000 Penalty: 542.303772
	Iteration 0F: 2 clusters Score -4981272 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75130 members 
Mstep: Class 2 contains 74926 members 
Entering Unmasked Estep 
Score: -4879534.500000 Penalty: 1084.607544
	Iteration 0F: 3 clusters Score -4879534 nChanged 73679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81875 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -4924755.500000 Penalty: 1084.607544
	Iteration 1F: 3 clusters Score -4924756 nChanged 8226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 62279 members 
Entering Unmasked Estep 
Score: -4928530.500000 Penalty: 1084.607544
	Iteration 2F: 3 clusters Score -4928530 nChanged 10292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95731 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -4934122.000000 Penalty: 1084.607544
	Iteration 3F: 3 clusters Score -4934122 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104960 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -4940868.500000 Penalty: 1084.607544
	Iteration 4F: 3 clusters Score -4940868 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114705 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -4948197.000000 Penalty: 1084.607544
	Iteration 5F: 3 clusters Score -4948197 nChanged 10300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124683 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -4956551.000000 Penalty: 1084.607544
	Iteration 6F: 3 clusters Score -4956551 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134313 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -4965613.500000 Penalty: 1084.607544
	Iteration 7F: 3 clusters Score -4965614 nChanged 7940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142247 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -4973580.500000 Penalty: 1084.607544
	Iteration 8F: 3 clusters Score -4973580 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147014 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -4978302.500000 Penalty: 1084.607544
	Iteration 9Q: 3 clusters Score -4978302 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149039 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4980100.500000 Penalty: 1084.607544
	Iteration 10Q: 3 clusters Score -4980100 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149679 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4980607.500000 Penalty: 1084.607544
	Iteration 11Q: 3 clusters Score -4980608 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149879 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -4980732.000000 Penalty: 1084.607544
	Iteration 12Q: 3 clusters Score -4980732 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149934 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -4980778.500000 Penalty: 1084.607544
	Iteration 13Q: 3 clusters Score -4980778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149951 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4980806.500000 Penalty: 1084.607544
	Iteration 14Q: 3 clusters Score -4980806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149955 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -4980814.500000 Penalty: 1084.607544
	Iteration 15Q: 3 clusters Score -4980814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149957 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4980827.500000 Penalty: 1084.607544
	Iteration 16Q: 3 clusters Score -4980828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149958 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4980828.500000 Penalty: 1084.607544
	Iteration 17Q: 3 clusters Score -4980828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149960 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4980830.500000 Penalty: 1084.607544
	Iteration 18Q: 3 clusters Score -4980830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149958 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -4980834.000000 Penalty: 1084.607544
	Iteration 19Q: 3 clusters Score -4980834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149957 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -4980835.500000 Penalty: 1084.607544
	Iteration 20F: 3 clusters Score -4980836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149960 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -4980839.000000 Penalty: 1084.607544
	Iteration 21Q: 3 clusters Score -4980839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149962 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4980844.500000 Penalty: 1084.607544
	Iteration 22Q: 3 clusters Score -4980844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149963 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4980853.500000 Penalty: 1084.607544
	Iteration 23Q: 3 clusters Score -4980854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149963 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -4980853.500000 Penalty: 1084.607544
	Iteration 24F: 3 clusters Score -4980854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52132 members 
Entering Unmasked Estep 
Score: -1606211.375000 Penalty: 494.199799
	Iteration 0F: 2 clusters Score -1606211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -1571067.875000 Penalty: 988.399597
	Iteration 0F: 3 clusters Score -1571068 nChanged 25316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28120 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -1586830.750000 Penalty: 988.399597
	Iteration 1F: 3 clusters Score -1586831 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -1587966.125000 Penalty: 988.399597
	Iteration 2Q: 3 clusters Score -1587966 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30568 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -1589642.750000 Penalty: 988.399597
	Iteration 3F: 3 clusters Score -1589643 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32281 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1591888.625000 Penalty: 988.399597
	Iteration 4F: 3 clusters Score -1591889 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -1594559.750000 Penalty: 988.399597
	Iteration 5F: 3 clusters Score -1594560 nChanged 3394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -1597214.000000 Penalty: 988.399597
	Iteration 6F: 3 clusters Score -1597214 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1599010.625000 Penalty: 988.399597
	Iteration 7F: 3 clusters Score -1599011 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37611 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -1599888.500000 Penalty: 988.399597
	Iteration 8Q: 3 clusters Score -1599888 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38579 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1600396.750000 Penalty: 988.399597
	Iteration 9Q: 3 clusters Score -1600397 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1600820.000000 Penalty: 988.399597
	Iteration 10Q: 3 clusters Score -1600820 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1601222.250000 Penalty: 988.399597
	Iteration 11Q: 3 clusters Score -1601222 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1601609.125000 Penalty: 988.399597
	Iteration 12Q: 3 clusters Score -1601609 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1602016.000000 Penalty: 988.399597
	Iteration 13Q: 3 clusters Score -1602016 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -1602385.625000 Penalty: 988.399597
	Iteration 14Q: 3 clusters Score -1602386 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1602758.000000 Penalty: 988.399597
	Iteration 15Q: 3 clusters Score -1602758 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1603070.625000 Penalty: 988.399597
	Iteration 16Q: 3 clusters Score -1603071 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45361 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1603334.375000 Penalty: 988.399597
	Iteration 17Q: 3 clusters Score -1603334 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1603622.000000 Penalty: 988.399597
	Iteration 18Q: 3 clusters Score -1603622 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1603880.500000 Penalty: 988.399597
	Iteration 19Q: 3 clusters Score -1603880 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47255 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1604139.125000 Penalty: 988.399597
	Iteration 20F: 3 clusters Score -1604139 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47801 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1604333.875000 Penalty: 988.399597
	Iteration 21Q: 3 clusters Score -1604334 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1604535.125000 Penalty: 988.399597
	Iteration 22Q: 3 clusters Score -1604535 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48720 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1604707.500000 Penalty: 988.399597
	Iteration 23Q: 3 clusters Score -1604708 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49121 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1604877.125000 Penalty: 988.399597
	Iteration 24Q: 3 clusters Score -1604877 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49482 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1605026.000000 Penalty: 988.399597
	Iteration 25Q: 3 clusters Score -1605026 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49814 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1605172.250000 Penalty: 988.399597
	Iteration 26Q: 3 clusters Score -1605172 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50104 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1605301.625000 Penalty: 988.399597
	Iteration 27Q: 3 clusters Score -1605302 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50372 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1605420.000000 Penalty: 988.399597
	Iteration 28Q: 3 clusters Score -1605420 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1605496.000000 Penalty: 988.399597
	Iteration 29Q: 3 clusters Score -1605496 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50749 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1605553.000000 Penalty: 988.399597
	Iteration 30Q: 3 clusters Score -1605553 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50878 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1605598.500000 Penalty: 988.399597
	Iteration 31Q: 3 clusters Score -1605598 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50973 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1605617.625000 Penalty: 988.399597
	Iteration 32Q: 3 clusters Score -1605618 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51043 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1605633.500000 Penalty: 988.399597
	Iteration 33Q: 3 clusters Score -1605634 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51112 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1605662.000000 Penalty: 988.399597
	Iteration 34Q: 3 clusters Score -1605662 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1605681.500000 Penalty: 988.399597
	Iteration 35Q: 3 clusters Score -1605682 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1605694.250000 Penalty: 988.399597
	Iteration 36Q: 3 clusters Score -1605694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51280 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1605708.250000 Penalty: 988.399597
	Iteration 37Q: 3 clusters Score -1605708 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51313 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1605719.125000 Penalty: 988.399597
	Iteration 38Q: 3 clusters Score -1605719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51339 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1605725.750000 Penalty: 988.399597
	Iteration 39Q: 3 clusters Score -1605726 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51365 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1605733.750000 Penalty: 988.399597
	Iteration 40F: 3 clusters Score -1605734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1605743.625000 Penalty: 988.399597
	Iteration 41Q: 3 clusters Score -1605744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51416 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -1605748.375000 Penalty: 988.399597
	Iteration 42Q: 3 clusters Score -1605748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51451 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1605768.125000 Penalty: 988.399597
	Iteration 43Q: 3 clusters Score -1605768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51484 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1605785.000000 Penalty: 988.399597
	Iteration 44Q: 3 clusters Score -1605785 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1605794.875000 Penalty: 988.399597
	Iteration 45Q: 3 clusters Score -1605795 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1605802.125000 Penalty: 988.399597
	Iteration 46Q: 3 clusters Score -1605802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51549 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1605807.000000 Penalty: 988.399597
	Iteration 47Q: 3 clusters Score -1605807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51562 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1605804.875000 Penalty: 988.399597
	Iteration 48Q: 3 clusters Score -1605805 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51574 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1605806.375000 Penalty: 988.399597
	Iteration 49Q: 3 clusters Score -1605806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1605810.375000 Penalty: 988.399597
	Iteration 50Q: 3 clusters Score -1605810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1605809.500000 Penalty: 988.399597
	Iteration 51Q: 3 clusters Score -1605810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51608 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1605813.875000 Penalty: 988.399597
	Iteration 52Q: 3 clusters Score -1605814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1605815.250000 Penalty: 988.399597
	Iteration 53Q: 3 clusters Score -1605815 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51631 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1605822.250000 Penalty: 988.399597
	Iteration 54Q: 3 clusters Score -1605822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51638 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1605825.000000 Penalty: 988.399597
	Iteration 55Q: 3 clusters Score -1605825 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51644 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1605827.625000 Penalty: 988.399597
	Iteration 56Q: 3 clusters Score -1605828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51648 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1605827.250000 Penalty: 988.399597
	Iteration 57Q: 3 clusters Score -1605827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51650 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -1605830.000000 Penalty: 988.399597
	Iteration 58Q: 3 clusters Score -1605830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51654 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1605832.125000 Penalty: 988.399597
	Iteration 59Q: 3 clusters Score -1605832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1605835.000000 Penalty: 988.399597
	Iteration 60F: 3 clusters Score -1605835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51670 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1605838.000000 Penalty: 988.399597
	Iteration 61Q: 3 clusters Score -1605838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1605838.875000 Penalty: 988.399597
	Iteration 62Q: 3 clusters Score -1605839 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1605841.625000 Penalty: 988.399597
	Iteration 63Q: 3 clusters Score -1605842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1605841.625000 Penalty: 988.399597
	Iteration 64F: 3 clusters Score -1605842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Entering Unmasked Estep 
Score: -212459.046875 Penalty: 400.364044
	Iteration 0F: 2 clusters Score -212459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -207999.156250 Penalty: 800.728088
	Iteration 0F: 3 clusters Score -207999.2 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -209871.656250 Penalty: 800.728088
	Iteration 1F: 3 clusters Score -209871.7 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -210195.390625 Penalty: 800.728088
	Iteration 2F: 3 clusters Score -210195.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -210512.703125 Penalty: 800.728088
	Iteration 3F: 3 clusters Score -210512.7 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -210846.656250 Penalty: 800.728088
	Iteration 4F: 3 clusters Score -210846.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -211120.671875 Penalty: 800.728088
	Iteration 5F: 3 clusters Score -211120.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -211318.687500 Penalty: 800.728088
	Iteration 6Q: 3 clusters Score -211318.7 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -211435.656250 Penalty: 800.728088
	Iteration 7Q: 3 clusters Score -211435.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -211522.734375 Penalty: 800.728088
	Iteration 8Q: 3 clusters Score -211522.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -211603.000000 Penalty: 800.728088
	Iteration 9Q: 3 clusters Score -211603 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -211689.671875 Penalty: 800.728088
	Iteration 10Q: 3 clusters Score -211689.7 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -211763.875000 Penalty: 800.728088
	Iteration 11Q: 3 clusters Score -211763.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -211820.468750 Penalty: 800.728088
	Iteration 12Q: 3 clusters Score -211820.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -211860.562500 Penalty: 800.728088
	Iteration 13Q: 3 clusters Score -211860.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -211891.437500 Penalty: 800.728088
	Iteration 14Q: 3 clusters Score -211891.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -211923.765625 Penalty: 800.728088
	Iteration 15Q: 3 clusters Score -211923.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -211951.671875 Penalty: 800.728088
	Iteration 16Q: 3 clusters Score -211951.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -211967.718750 Penalty: 800.728088
	Iteration 17Q: 3 clusters Score -211967.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -211981.640625 Penalty: 800.728088
	Iteration 18Q: 3 clusters Score -211981.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -212002.796875 Penalty: 800.728088
	Iteration 19Q: 3 clusters Score -212002.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -212017.625000 Penalty: 800.728088
	Iteration 20F: 3 clusters Score -212017.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -212027.843750 Penalty: 800.728088
	Iteration 21Q: 3 clusters Score -212027.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -212036.625000 Penalty: 800.728088
	Iteration 22Q: 3 clusters Score -212036.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -212047.625000 Penalty: 800.728088
	Iteration 23Q: 3 clusters Score -212047.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -212054.125000 Penalty: 800.728088
	Iteration 24Q: 3 clusters Score -212054.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -212058.968750 Penalty: 800.728088
	Iteration 25Q: 3 clusters Score -212059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -212063.953125 Penalty: 800.728088
	Iteration 26Q: 3 clusters Score -212064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -212071.031250 Penalty: 800.728088
	Iteration 27Q: 3 clusters Score -212071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -212077.406250 Penalty: 800.728088
	Iteration 28Q: 3 clusters Score -212077.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -212082.234375 Penalty: 800.728088
	Iteration 29Q: 3 clusters Score -212082.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -212083.218750 Penalty: 800.728088
	Iteration 30Q: 3 clusters Score -212083.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -212084.281250 Penalty: 800.728088
	Iteration 31Q: 3 clusters Score -212084.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -212084.453125 Penalty: 800.728088
	Iteration 32Q: 3 clusters Score -212084.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -212084.546875 Penalty: 800.728088
	Iteration 33Q: 3 clusters Score -212084.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -212084.546875 Penalty: 800.728088
	Iteration 34Q: 3 clusters Score -212084.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -212084.609375 Penalty: 800.728088
	Iteration 35Q: 3 clusters Score -212084.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -212084.843750 Penalty: 800.728088
	Iteration 36Q: 3 clusters Score -212084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -212084.781250 Penalty: 800.728088
	Iteration 37Q: 3 clusters Score -212084.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -212084.781250 Penalty: 800.728088
	Iteration 38F: 3 clusters Score -212084.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Entering Unmasked Estep 
Score: -778385.875000 Penalty: 459.836914
	Iteration 0F: 2 clusters Score -778385.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -762024.750000 Penalty: 919.673828
	Iteration 0F: 3 clusters Score -762024.8 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -769050.562500 Penalty: 919.673828
	Iteration 1F: 3 clusters Score -769050.6 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -770033.562500 Penalty: 919.673828
	Iteration 2F: 3 clusters Score -770033.6 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -771544.750000 Penalty: 919.673828
	Iteration 3F: 3 clusters Score -771544.8 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -773557.562500 Penalty: 919.673828
	Iteration 4F: 3 clusters Score -773557.6 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -775621.250000 Penalty: 919.673828
	Iteration 5F: 3 clusters Score -775621.2 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -777007.812500 Penalty: 919.673828
	Iteration 6F: 3 clusters Score -777007.8 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -777644.000000 Penalty: 919.673828
	Iteration 7Q: 3 clusters Score -777644 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -777854.312500 Penalty: 919.673828
	Iteration 8Q: 3 clusters Score -777854.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -777936.750000 Penalty: 919.673828
	Iteration 9Q: 3 clusters Score -777936.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -777962.250000 Penalty: 919.673828
	Iteration 10Q: 3 clusters Score -777962.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -777966.750000 Penalty: 919.673828
	Iteration 11Q: 3 clusters Score -777966.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -777966.750000 Penalty: 919.673828
	Iteration 12F: 3 clusters Score -777966.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Entering Unmasked Estep 
Score: -64715.878906 Penalty: 348.104340
	Iteration 0F: 2 clusters Score -64715.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -63198.175781 Penalty: 696.208679
	Iteration 0F: 3 clusters Score -63198.18 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -63622.488281 Penalty: 696.208679
	Iteration 1F: 3 clusters Score -63622.49 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -63699.308594 Penalty: 696.208679
	Iteration 2F: 3 clusters Score -63699.31 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -63782.953125 Penalty: 696.208679
	Iteration 3F: 3 clusters Score -63782.95 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -63882.003906 Penalty: 696.208679
	Iteration 4F: 3 clusters Score -63882 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -64070.347656 Penalty: 696.208679
	Iteration 5F: 3 clusters Score -64070.35 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -64264.253906 Penalty: 696.208679
	Iteration 6F: 3 clusters Score -64264.25 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -64398.636719 Penalty: 696.208679
	Iteration 7F: 3 clusters Score -64398.64 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -64500.738281 Penalty: 696.208679
	Iteration 8F: 3 clusters Score -64500.74 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -64562.730469 Penalty: 696.208679
	Iteration 9Q: 3 clusters Score -64562.73 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -64594.289062 Penalty: 696.208679
	Iteration 10Q: 3 clusters Score -64594.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -64604.703125 Penalty: 696.208679
	Iteration 11Q: 3 clusters Score -64604.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -64612.230469 Penalty: 696.208679
	Iteration 12Q: 3 clusters Score -64612.23 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -64619.910156 Penalty: 696.208679
	Iteration 13Q: 3 clusters Score -64619.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -64625.261719 Penalty: 696.208679
	Iteration 14Q: 3 clusters Score -64625.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -64629.089844 Penalty: 696.208679
	Iteration 15Q: 3 clusters Score -64629.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -64633.382812 Penalty: 696.208679
	Iteration 16Q: 3 clusters Score -64633.38 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -64639.187500 Penalty: 696.208679
	Iteration 17Q: 3 clusters Score -64639.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -64644.164062 Penalty: 696.208679
	Iteration 18Q: 3 clusters Score -64644.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -64646.046875 Penalty: 696.208679
	Iteration 19Q: 3 clusters Score -64646.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -64647.359375 Penalty: 696.208679
	Iteration 20F: 3 clusters Score -64647.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -64649.382812 Penalty: 696.208679
	Iteration 21Q: 3 clusters Score -64649.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -64651.125000 Penalty: 696.208679
	Iteration 22Q: 3 clusters Score -64651.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -64651.832031 Penalty: 696.208679
	Iteration 23Q: 3 clusters Score -64651.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -64652.011719 Penalty: 696.208679
	Iteration 24Q: 3 clusters Score -64652.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -64652.011719 Penalty: 696.208679
	Iteration 25F: 3 clusters Score -64652.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -60837.152344 Penalty: 343.411316
	Iteration 0F: 2 clusters Score -60837.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -59471.292969 Penalty: 686.822632
	Iteration 0F: 3 clusters Score -59471.29 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -59997.683594 Penalty: 686.822632
	Iteration 1F: 3 clusters Score -59997.68 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -60096.816406 Penalty: 686.822632
	Iteration 2F: 3 clusters Score -60096.82 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -60170.675781 Penalty: 686.822632
	Iteration 3F: 3 clusters Score -60170.68 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -60214.574219 Penalty: 686.822632
	Iteration 4Q: 3 clusters Score -60214.57 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -60245.699219 Penalty: 686.822632
	Iteration 5Q: 3 clusters Score -60245.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -60272.253906 Penalty: 686.822632
	Iteration 6Q: 3 clusters Score -60272.25 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -60296.375000 Penalty: 686.822632
	Iteration 7Q: 3 clusters Score -60296.38 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -60319.488281 Penalty: 686.822632
	Iteration 8Q: 3 clusters Score -60319.49 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -60337.480469 Penalty: 686.822632
	Iteration 9Q: 3 clusters Score -60337.48 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -60350.703125 Penalty: 686.822632
	Iteration 10Q: 3 clusters Score -60350.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -60364.621094 Penalty: 686.822632
	Iteration 11Q: 3 clusters Score -60364.62 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -60372.863281 Penalty: 686.822632
	Iteration 12Q: 3 clusters Score -60372.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -60382.765625 Penalty: 686.822632
	Iteration 13Q: 3 clusters Score -60382.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -60392.339844 Penalty: 686.822632
	Iteration 14Q: 3 clusters Score -60392.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -60398.667969 Penalty: 686.822632
	Iteration 15Q: 3 clusters Score -60398.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -60403.132812 Penalty: 686.822632
	Iteration 16Q: 3 clusters Score -60403.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -60406.316406 Penalty: 686.822632
	Iteration 17Q: 3 clusters Score -60406.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -60409.304688 Penalty: 686.822632
	Iteration 18Q: 3 clusters Score -60409.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -60412.046875 Penalty: 686.822632
	Iteration 19Q: 3 clusters Score -60412.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -60416.308594 Penalty: 686.822632
	Iteration 20F: 3 clusters Score -60416.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -60419.964844 Penalty: 686.822632
	Iteration 21Q: 3 clusters Score -60419.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -60424.382812 Penalty: 686.822632
	Iteration 22Q: 3 clusters Score -60424.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -60427.074219 Penalty: 686.822632
	Iteration 23Q: 3 clusters Score -60427.07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -60428.210938 Penalty: 686.822632
	Iteration 24Q: 3 clusters Score -60428.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -60430.039062 Penalty: 686.822632
	Iteration 25Q: 3 clusters Score -60430.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -60433.890625 Penalty: 686.822632
	Iteration 26Q: 3 clusters Score -60433.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -60438.863281 Penalty: 686.822632
	Iteration 27Q: 3 clusters Score -60438.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -60445.187500 Penalty: 686.822632
	Iteration 28Q: 3 clusters Score -60445.19 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -60449.226562 Penalty: 686.822632
	Iteration 29Q: 3 clusters Score -60449.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -60453.285156 Penalty: 686.822632
	Iteration 30Q: 3 clusters Score -60453.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -60457.226562 Penalty: 686.822632
	Iteration 31Q: 3 clusters Score -60457.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -60462.968750 Penalty: 686.822632
	Iteration 32Q: 3 clusters Score -60462.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -60470.902344 Penalty: 686.822632
	Iteration 33Q: 3 clusters Score -60470.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -60475.082031 Penalty: 686.822632
	Iteration 34Q: 3 clusters Score -60475.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -60479.992188 Penalty: 686.822632
	Iteration 35Q: 3 clusters Score -60479.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -60486.535156 Penalty: 686.822632
	Iteration 36Q: 3 clusters Score -60486.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -60490.167969 Penalty: 686.822632
	Iteration 37Q: 3 clusters Score -60490.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -60496.156250 Penalty: 686.822632
	Iteration 38Q: 3 clusters Score -60496.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -60503.742188 Penalty: 686.822632
	Iteration 39Q: 3 clusters Score -60503.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -60506.425781 Penalty: 686.822632
	Iteration 40F: 3 clusters Score -60506.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -60507.105469 Penalty: 686.822632
	Iteration 41Q: 3 clusters Score -60507.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -60507.472656 Penalty: 686.822632
	Iteration 42Q: 3 clusters Score -60507.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -60507.562500 Penalty: 686.822632
	Iteration 43Q: 3 clusters Score -60507.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -60507.562500 Penalty: 686.822632
	Iteration 44F: 3 clusters Score -60507.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Entering Unmasked Estep 
Score: -239019.671875 Penalty: 409.206573
	Iteration 0F: 2 clusters Score -239019.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -233690.640625 Penalty: 818.413147
	Iteration 0F: 3 clusters Score -233690.6 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -235894.406250 Penalty: 818.413147
	Iteration 1F: 3 clusters Score -235894.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -236229.921875 Penalty: 818.413147
	Iteration 2F: 3 clusters Score -236229.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -236574.812500 Penalty: 818.413147
	Iteration 3F: 3 clusters Score -236574.8 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -236913.015625 Penalty: 818.413147
	Iteration 4F: 3 clusters Score -236913 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -237247.406250 Penalty: 818.413147
	Iteration 5F: 3 clusters Score -237247.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -237525.906250 Penalty: 818.413147
	Iteration 6F: 3 clusters Score -237525.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -237671.171875 Penalty: 818.413147
	Iteration 7Q: 3 clusters Score -237671.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -237735.218750 Penalty: 818.413147
	Iteration 8Q: 3 clusters Score -237735.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -237772.750000 Penalty: 818.413147
	Iteration 9Q: 3 clusters Score -237772.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -237802.796875 Penalty: 818.413147
	Iteration 10Q: 3 clusters Score -237802.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -237832.015625 Penalty: 818.413147
	Iteration 11Q: 3 clusters Score -237832 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -237866.296875 Penalty: 818.413147
	Iteration 12Q: 3 clusters Score -237866.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -237893.953125 Penalty: 818.413147
	Iteration 13Q: 3 clusters Score -237894 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -237916.687500 Penalty: 818.413147
	Iteration 14Q: 3 clusters Score -237916.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -237937.515625 Penalty: 818.413147
	Iteration 15Q: 3 clusters Score -237937.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -237952.812500 Penalty: 818.413147
	Iteration 16Q: 3 clusters Score -237952.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -237965.734375 Penalty: 818.413147
	Iteration 17Q: 3 clusters Score -237965.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -237980.875000 Penalty: 818.413147
	Iteration 18Q: 3 clusters Score -237980.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -237993.062500 Penalty: 818.413147
	Iteration 19Q: 3 clusters Score -237993.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -238004.296875 Penalty: 818.413147
	Iteration 20F: 3 clusters Score -238004.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -238015.203125 Penalty: 818.413147
	Iteration 21Q: 3 clusters Score -238015.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -238024.640625 Penalty: 818.413147
	Iteration 22Q: 3 clusters Score -238024.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -238030.328125 Penalty: 818.413147
	Iteration 23Q: 3 clusters Score -238030.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -238036.734375 Penalty: 818.413147
	Iteration 24Q: 3 clusters Score -238036.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -238041.843750 Penalty: 818.413147
	Iteration 25Q: 3 clusters Score -238041.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -238044.968750 Penalty: 818.413147
	Iteration 26Q: 3 clusters Score -238045 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -238048.890625 Penalty: 818.413147
	Iteration 27Q: 3 clusters Score -238048.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -238053.078125 Penalty: 818.413147
	Iteration 28Q: 3 clusters Score -238053.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -238057.468750 Penalty: 818.413147
	Iteration 29Q: 3 clusters Score -238057.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -238060.500000 Penalty: 818.413147
	Iteration 30Q: 3 clusters Score -238060.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -238062.703125 Penalty: 818.413147
	Iteration 31Q: 3 clusters Score -238062.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -238065.000000 Penalty: 818.413147
	Iteration 32Q: 3 clusters Score -238065 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -238067.093750 Penalty: 818.413147
	Iteration 33Q: 3 clusters Score -238067.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -238069.484375 Penalty: 818.413147
	Iteration 34Q: 3 clusters Score -238069.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -238070.921875 Penalty: 818.413147
	Iteration 35Q: 3 clusters Score -238070.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -238072.703125 Penalty: 818.413147
	Iteration 36Q: 3 clusters Score -238072.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -238074.968750 Penalty: 818.413147
	Iteration 37Q: 3 clusters Score -238075 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -238076.484375 Penalty: 818.413147
	Iteration 38Q: 3 clusters Score -238076.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -238077.562500 Penalty: 818.413147
	Iteration 39Q: 3 clusters Score -238077.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -238078.828125 Penalty: 818.413147
	Iteration 40F: 3 clusters Score -238078.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -238080.156250 Penalty: 818.413147
	Iteration 41Q: 3 clusters Score -238080.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -238080.562500 Penalty: 818.413147
	Iteration 42Q: 3 clusters Score -238080.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -238081.625000 Penalty: 818.413147
	Iteration 43Q: 3 clusters Score -238081.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -238083.578125 Penalty: 818.413147
	Iteration 44Q: 3 clusters Score -238083.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -238084.906250 Penalty: 818.413147
	Iteration 45Q: 3 clusters Score -238084.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -238085.875000 Penalty: 818.413147
	Iteration 46Q: 3 clusters Score -238085.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -238087.390625 Penalty: 818.413147
	Iteration 47Q: 3 clusters Score -238087.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -238088.093750 Penalty: 818.413147
	Iteration 48Q: 3 clusters Score -238088.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -238089.703125 Penalty: 818.413147
	Iteration 49Q: 3 clusters Score -238089.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -238090.156250 Penalty: 818.413147
	Iteration 50Q: 3 clusters Score -238090.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -238091.406250 Penalty: 818.413147
	Iteration 51Q: 3 clusters Score -238091.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -238093.515625 Penalty: 818.413147
	Iteration 52Q: 3 clusters Score -238093.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -238094.328125 Penalty: 818.413147
	Iteration 53Q: 3 clusters Score -238094.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -238096.093750 Penalty: 818.413147
	Iteration 54Q: 3 clusters Score -238096.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -238096.093750 Penalty: 818.413147
	Iteration 55Q: 3 clusters Score -238096.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -238096.796875 Penalty: 818.413147
	Iteration 56Q: 3 clusters Score -238096.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -238096.812500 Penalty: 818.413147
	Iteration 57Q: 3 clusters Score -238096.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -238097.093750 Penalty: 818.413147
	Iteration 58Q: 3 clusters Score -238097.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -238097.312500 Penalty: 818.413147
	Iteration 59Q: 3 clusters Score -238097.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -238096.859375 Penalty: 818.413147
	Iteration 60F: 3 clusters Score -238096.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -238097.468750 Penalty: 818.413147
	Iteration 61Q: 3 clusters Score -238097.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -238097.953125 Penalty: 818.413147
	Iteration 62Q: 3 clusters Score -238098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -238097.671875 Penalty: 818.413147
	Iteration 63Q: 3 clusters Score -238097.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -238097.578125 Penalty: 818.413147
	Iteration 64Q: 3 clusters Score -238097.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -238097.578125 Penalty: 818.413147
	Iteration 65F: 3 clusters Score -238097.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Entering Unmasked Estep 
Score: -129312.015625 Penalty: 380.954681
	Iteration 0F: 2 clusters Score -129312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -126403.164062 Penalty: 761.909363
	Iteration 0F: 3 clusters Score -126403.2 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -127603.296875 Penalty: 761.909363
	Iteration 1F: 3 clusters Score -127603.3 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -127814.875000 Penalty: 761.909363
	Iteration 2F: 3 clusters Score -127814.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -128019.171875 Penalty: 761.909363
	Iteration 3F: 3 clusters Score -128019.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -128214.289062 Penalty: 761.909363
	Iteration 4F: 3 clusters Score -128214.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -128401.164062 Penalty: 761.909363
	Iteration 5F: 3 clusters Score -128401.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -128533.781250 Penalty: 761.909363
	Iteration 6Q: 3 clusters Score -128533.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -128596.468750 Penalty: 761.909363
	Iteration 7Q: 3 clusters Score -128596.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -128635.187500 Penalty: 761.909363
	Iteration 8Q: 3 clusters Score -128635.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -128658.929688 Penalty: 761.909363
	Iteration 9Q: 3 clusters Score -128658.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -128671.421875 Penalty: 761.909363
	Iteration 10Q: 3 clusters Score -128671.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -128679.375000 Penalty: 761.909363
	Iteration 11Q: 3 clusters Score -128679.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -128686.242188 Penalty: 761.909363
	Iteration 12Q: 3 clusters Score -128686.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -128689.828125 Penalty: 761.909363
	Iteration 13Q: 3 clusters Score -128689.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -128693.335938 Penalty: 761.909363
	Iteration 14Q: 3 clusters Score -128693.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -128697.453125 Penalty: 761.909363
	Iteration 15Q: 3 clusters Score -128697.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -128700.437500 Penalty: 761.909363
	Iteration 16Q: 3 clusters Score -128700.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -128702.875000 Penalty: 761.909363
	Iteration 17Q: 3 clusters Score -128702.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -128706.898438 Penalty: 761.909363
	Iteration 18Q: 3 clusters Score -128706.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -128711.164062 Penalty: 761.909363
	Iteration 19Q: 3 clusters Score -128711.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -128715.609375 Penalty: 761.909363
	Iteration 20F: 3 clusters Score -128715.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -128719.523438 Penalty: 761.909363
	Iteration 21Q: 3 clusters Score -128719.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -128725.945312 Penalty: 761.909363
	Iteration 22Q: 3 clusters Score -128725.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -128734.492188 Penalty: 761.909363
	Iteration 23Q: 3 clusters Score -128734.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -128740.843750 Penalty: 761.909363
	Iteration 24Q: 3 clusters Score -128740.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -128745.531250 Penalty: 761.909363
	Iteration 25Q: 3 clusters Score -128745.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -128749.132812 Penalty: 761.909363
	Iteration 26Q: 3 clusters Score -128749.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -128753.437500 Penalty: 761.909363
	Iteration 27Q: 3 clusters Score -128753.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -128759.335938 Penalty: 761.909363
	Iteration 28Q: 3 clusters Score -128759.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -128765.171875 Penalty: 761.909363
	Iteration 29Q: 3 clusters Score -128765.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -128771.140625 Penalty: 761.909363
	Iteration 30Q: 3 clusters Score -128771.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -128778.289062 Penalty: 761.909363
	Iteration 31Q: 3 clusters Score -128778.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -128781.460938 Penalty: 761.909363
	Iteration 32Q: 3 clusters Score -128781.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -128785.210938 Penalty: 761.909363
	Iteration 33Q: 3 clusters Score -128785.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -128788.851562 Penalty: 761.909363
	Iteration 34Q: 3 clusters Score -128788.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -128792.359375 Penalty: 761.909363
	Iteration 35Q: 3 clusters Score -128792.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -128794.750000 Penalty: 761.909363
	Iteration 36Q: 3 clusters Score -128794.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -128798.054688 Penalty: 761.909363
	Iteration 37Q: 3 clusters Score -128798.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -128801.984375 Penalty: 761.909363
	Iteration 38Q: 3 clusters Score -128802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -128808.289062 Penalty: 761.909363
	Iteration 39Q: 3 clusters Score -128808.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -128813.187500 Penalty: 761.909363
	Iteration 40F: 3 clusters Score -128813.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -128817.648438 Penalty: 761.909363
	Iteration 41Q: 3 clusters Score -128817.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -128821.976562 Penalty: 761.909363
	Iteration 42Q: 3 clusters Score -128822 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -128828.007812 Penalty: 761.909363
	Iteration 43Q: 3 clusters Score -128828 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -128834.460938 Penalty: 761.909363
	Iteration 44Q: 3 clusters Score -128834.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -128843.726562 Penalty: 761.909363
	Iteration 45Q: 3 clusters Score -128843.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -128849.789062 Penalty: 761.909363
	Iteration 46Q: 3 clusters Score -128849.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -128854.437500 Penalty: 761.909363
	Iteration 47Q: 3 clusters Score -128854.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -128862.367188 Penalty: 761.909363
	Iteration 48Q: 3 clusters Score -128862.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -128869.132812 Penalty: 761.909363
	Iteration 49Q: 3 clusters Score -128869.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -128874.007812 Penalty: 761.909363
	Iteration 50Q: 3 clusters Score -128874 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -128878.679688 Penalty: 761.909363
	Iteration 51Q: 3 clusters Score -128878.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -128882.578125 Penalty: 761.909363
	Iteration 52Q: 3 clusters Score -128882.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -128888.562500 Penalty: 761.909363
	Iteration 53Q: 3 clusters Score -128888.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -128892.492188 Penalty: 761.909363
	Iteration 54Q: 3 clusters Score -128892.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -128898.648438 Penalty: 761.909363
	Iteration 55Q: 3 clusters Score -128898.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -128905.164062 Penalty: 761.909363
	Iteration 56Q: 3 clusters Score -128905.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -128912.554688 Penalty: 761.909363
	Iteration 57Q: 3 clusters Score -128912.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -128917.703125 Penalty: 761.909363
	Iteration 58Q: 3 clusters Score -128917.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -128922.781250 Penalty: 761.909363
	Iteration 59Q: 3 clusters Score -128922.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -128929.039062 Penalty: 761.909363
	Iteration 60F: 3 clusters Score -128929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -128934.640625 Penalty: 761.909363
	Iteration 61Q: 3 clusters Score -128934.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -128938.664062 Penalty: 761.909363
	Iteration 62Q: 3 clusters Score -128938.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -128941.296875 Penalty: 761.909363
	Iteration 63Q: 3 clusters Score -128941.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -128944.734375 Penalty: 761.909363
	Iteration 64Q: 3 clusters Score -128944.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -128948.593750 Penalty: 761.909363
	Iteration 65Q: 3 clusters Score -128948.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -128953.578125 Penalty: 761.909363
	Iteration 66Q: 3 clusters Score -128953.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -128955.750000 Penalty: 761.909363
	Iteration 67Q: 3 clusters Score -128955.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -128957.507812 Penalty: 761.909363
	Iteration 68Q: 3 clusters Score -128957.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -128959.492188 Penalty: 761.909363
	Iteration 69Q: 3 clusters Score -128959.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -128960.671875 Penalty: 761.909363
	Iteration 70Q: 3 clusters Score -128960.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -128961.906250 Penalty: 761.909363
	Iteration 71Q: 3 clusters Score -128961.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -128962.781250 Penalty: 761.909363
	Iteration 72Q: 3 clusters Score -128962.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -128963.617188 Penalty: 761.909363
	Iteration 73Q: 3 clusters Score -128963.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -128964.156250 Penalty: 761.909363
	Iteration 74Q: 3 clusters Score -128964.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -128966.812500 Penalty: 761.909363
	Iteration 75Q: 3 clusters Score -128966.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -128969.343750 Penalty: 761.909363
	Iteration 76Q: 3 clusters Score -128969.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -128971.609375 Penalty: 761.909363
	Iteration 77Q: 3 clusters Score -128971.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -128974.320312 Penalty: 761.909363
	Iteration 78Q: 3 clusters Score -128974.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -128976.671875 Penalty: 761.909363
	Iteration 79Q: 3 clusters Score -128976.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -128977.781250 Penalty: 761.909363
	Iteration 80F: 3 clusters Score -128977.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -128977.718750 Penalty: 761.909363
	Iteration 81Q: 3 clusters Score -128977.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -128977.718750 Penalty: 761.909363
	Iteration 82F: 3 clusters Score -128977.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (8993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Entering Unmasked Estep 
Score: -294794.843750 Penalty: 414.241150
	Iteration 0F: 2 clusters Score -294794.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -288752.593750 Penalty: 828.482300
	Iteration 0F: 3 clusters Score -288752.6 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -291193.000000 Penalty: 828.482300
	Iteration 1F: 3 clusters Score -291193 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -291336.750000 Penalty: 828.482300
	Iteration 2Q: 3 clusters Score -291336.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -291501.500000 Penalty: 828.482300
	Iteration 3Q: 3 clusters Score -291501.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -291708.906250 Penalty: 828.482300
	Iteration 4Q: 3 clusters Score -291708.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -291960.187500 Penalty: 828.482300
	Iteration 5Q: 3 clusters Score -291960.2 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -292296.437500 Penalty: 828.482300
	Iteration 6Q: 3 clusters Score -292296.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -292740.375000 Penalty: 828.482300
	Iteration 7F: 3 clusters Score -292740.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -293187.406250 Penalty: 828.482300
	Iteration 8F: 3 clusters Score -293187.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -293430.875000 Penalty: 828.482300
	Iteration 9Q: 3 clusters Score -293430.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -293550.187500 Penalty: 828.482300
	Iteration 10Q: 3 clusters Score -293550.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -293625.125000 Penalty: 828.482300
	Iteration 11Q: 3 clusters Score -293625.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -293671.656250 Penalty: 828.482300
	Iteration 12Q: 3 clusters Score -293671.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -293708.781250 Penalty: 828.482300
	Iteration 13Q: 3 clusters Score -293708.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -293739.500000 Penalty: 828.482300
	Iteration 14Q: 3 clusters Score -293739.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -293772.718750 Penalty: 828.482300
	Iteration 15Q: 3 clusters Score -293772.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -293805.406250 Penalty: 828.482300
	Iteration 16Q: 3 clusters Score -293805.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -293841.656250 Penalty: 828.482300
	Iteration 17Q: 3 clusters Score -293841.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -293871.187500 Penalty: 828.482300
	Iteration 18Q: 3 clusters Score -293871.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -293894.750000 Penalty: 828.482300
	Iteration 19Q: 3 clusters Score -293894.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -293916.406250 Penalty: 828.482300
	Iteration 20F: 3 clusters Score -293916.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -293941.750000 Penalty: 828.482300
	Iteration 21Q: 3 clusters Score -293941.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -293960.093750 Penalty: 828.482300
	Iteration 22Q: 3 clusters Score -293960.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -293976.218750 Penalty: 828.482300
	Iteration 23Q: 3 clusters Score -293976.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -293987.125000 Penalty: 828.482300
	Iteration 24Q: 3 clusters Score -293987.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -293998.343750 Penalty: 828.482300
	Iteration 25Q: 3 clusters Score -293998.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -294009.406250 Penalty: 828.482300
	Iteration 26Q: 3 clusters Score -294009.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -294021.562500 Penalty: 828.482300
	Iteration 27Q: 3 clusters Score -294021.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -294037.187500 Penalty: 828.482300
	Iteration 28Q: 3 clusters Score -294037.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -294057.281250 Penalty: 828.482300
	Iteration 29Q: 3 clusters Score -294057.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -294077.718750 Penalty: 828.482300
	Iteration 30Q: 3 clusters Score -294077.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -294098.375000 Penalty: 828.482300
	Iteration 31Q: 3 clusters Score -294098.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -294114.968750 Penalty: 828.482300
	Iteration 32Q: 3 clusters Score -294115 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -294136.906250 Penalty: 828.482300
	Iteration 33Q: 3 clusters Score -294136.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -294152.875000 Penalty: 828.482300
	Iteration 34Q: 3 clusters Score -294152.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -294169.000000 Penalty: 828.482300
	Iteration 35Q: 3 clusters Score -294169 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -294188.031250 Penalty: 828.482300
	Iteration 36Q: 3 clusters Score -294188 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -294210.687500 Penalty: 828.482300
	Iteration 37Q: 3 clusters Score -294210.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -294225.437500 Penalty: 828.482300
	Iteration 38Q: 3 clusters Score -294225.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -294236.718750 Penalty: 828.482300
	Iteration 39Q: 3 clusters Score -294236.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -294245.437500 Penalty: 828.482300
	Iteration 40F: 3 clusters Score -294245.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -294253.968750 Penalty: 828.482300
	Iteration 41Q: 3 clusters Score -294254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -294263.500000 Penalty: 828.482300
	Iteration 42Q: 3 clusters Score -294263.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -294271.343750 Penalty: 828.482300
	Iteration 43Q: 3 clusters Score -294271.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -294279.218750 Penalty: 828.482300
	Iteration 44Q: 3 clusters Score -294279.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -294291.875000 Penalty: 828.482300
	Iteration 45Q: 3 clusters Score -294291.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -294302.062500 Penalty: 828.482300
	Iteration 46Q: 3 clusters Score -294302.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -294320.906250 Penalty: 828.482300
	Iteration 47Q: 3 clusters Score -294320.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -294340.593750 Penalty: 828.482300
	Iteration 48Q: 3 clusters Score -294340.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -294355.031250 Penalty: 828.482300
	Iteration 49Q: 3 clusters Score -294355 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -294366.593750 Penalty: 828.482300
	Iteration 50Q: 3 clusters Score -294366.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -294376.093750 Penalty: 828.482300
	Iteration 51Q: 3 clusters Score -294376.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -294383.562500 Penalty: 828.482300
	Iteration 52Q: 3 clusters Score -294383.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -294392.875000 Penalty: 828.482300
	Iteration 53Q: 3 clusters Score -294392.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -294400.187500 Penalty: 828.482300
	Iteration 54Q: 3 clusters Score -294400.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -294409.406250 Penalty: 828.482300
	Iteration 55Q: 3 clusters Score -294409.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -294417.875000 Penalty: 828.482300
	Iteration 56Q: 3 clusters Score -294417.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -294423.937500 Penalty: 828.482300
	Iteration 57Q: 3 clusters Score -294423.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -294429.312500 Penalty: 828.482300
	Iteration 58Q: 3 clusters Score -294429.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -294435.906250 Penalty: 828.482300
	Iteration 59Q: 3 clusters Score -294435.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -294441.968750 Penalty: 828.482300
	Iteration 60F: 3 clusters Score -294442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -294445.843750 Penalty: 828.482300
	Iteration 61Q: 3 clusters Score -294445.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -294448.375000 Penalty: 828.482300
	Iteration 62Q: 3 clusters Score -294448.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -294450.593750 Penalty: 828.482300
	Iteration 63Q: 3 clusters Score -294450.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -294454.406250 Penalty: 828.482300
	Iteration 64Q: 3 clusters Score -294454.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -294458.093750 Penalty: 828.482300
	Iteration 65Q: 3 clusters Score -294458.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -294460.531250 Penalty: 828.482300
	Iteration 66Q: 3 clusters Score -294460.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -294463.375000 Penalty: 828.482300
	Iteration 67Q: 3 clusters Score -294463.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -294465.031250 Penalty: 828.482300
	Iteration 68Q: 3 clusters Score -294465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -294465.656250 Penalty: 828.482300
	Iteration 69Q: 3 clusters Score -294465.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -294466.218750 Penalty: 828.482300
	Iteration 70Q: 3 clusters Score -294466.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -294466.687500 Penalty: 828.482300
	Iteration 71Q: 3 clusters Score -294466.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -294466.906250 Penalty: 828.482300
	Iteration 72Q: 3 clusters Score -294466.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -294466.906250 Penalty: 828.482300
	Iteration 73F: 3 clusters Score -294466.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36868 members 
Entering Unmasked Estep 
Score: -1189339.875000 Penalty: 478.437042
	Iteration 0F: 2 clusters Score -1189340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -1164548.500000 Penalty: 956.874084
	Iteration 0F: 3 clusters Score -1164548 nChanged 17737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1176022.625000 Penalty: 956.874084
	Iteration 1F: 3 clusters Score -1176023 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26085 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1178201.750000 Penalty: 956.874084
	Iteration 2F: 3 clusters Score -1178202 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29308 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1181178.875000 Penalty: 956.874084
	Iteration 3F: 3 clusters Score -1181179 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32439 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1184360.750000 Penalty: 956.874084
	Iteration 4F: 3 clusters Score -1184361 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34816 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1186842.625000 Penalty: 956.874084
	Iteration 5F: 3 clusters Score -1186843 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1188231.500000 Penalty: 956.874084
	Iteration 6Q: 3 clusters Score -1188232 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -1188718.500000 Penalty: 956.874084
	Iteration 7Q: 3 clusters Score -1188718 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36794 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -1188847.875000 Penalty: 956.874084
	Iteration 8Q: 3 clusters Score -1188848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36819 members 
Mstep: Class 2 contains 49 members 
Entering Unmasked Estep 
Score: -1188889.625000 Penalty: 956.874084
	Iteration 9Q: 3 clusters Score -1188890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36830 members 
Mstep: Class 2 contains 38 members 
Entering Unmasked Estep 
Score: -1188905.500000 Penalty: 956.874084
	Iteration 10Q: 3 clusters Score -1188906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1188914.625000 Penalty: 956.874084
	Iteration 11Q: 3 clusters Score -1188915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36833 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -1188914.625000 Penalty: 956.874084
	Iteration 12F: 3 clusters Score -1188915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Entering Unmasked Estep 
Score: -484912.718750 Penalty: 436.435577
	Iteration 0F: 2 clusters Score -484912.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -475267.687500 Penalty: 872.871155
	Iteration 0F: 3 clusters Score -475267.7 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -479381.531250 Penalty: 872.871155
	Iteration 1F: 3 clusters Score -479381.5 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -479976.156250 Penalty: 872.871155
	Iteration 2F: 3 clusters Score -479976.2 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -480813.281250 Penalty: 872.871155
	Iteration 3F: 3 clusters Score -480813.3 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -481866.375000 Penalty: 872.871155
	Iteration 4F: 3 clusters Score -481866.4 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -482949.250000 Penalty: 872.871155
	Iteration 5F: 3 clusters Score -482949.2 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -483861.500000 Penalty: 872.871155
	Iteration 6F: 3 clusters Score -483861.5 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -484339.531250 Penalty: 872.871155
	Iteration 7Q: 3 clusters Score -484339.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -484538.812500 Penalty: 872.871155
	Iteration 8Q: 3 clusters Score -484538.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -484623.281250 Penalty: 872.871155
	Iteration 9Q: 3 clusters Score -484623.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -484658.093750 Penalty: 872.871155
	Iteration 10Q: 3 clusters Score -484658.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -484681.625000 Penalty: 872.871155
	Iteration 11Q: 3 clusters Score -484681.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -484700.187500 Penalty: 872.871155
	Iteration 12Q: 3 clusters Score -484700.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -484716.281250 Penalty: 872.871155
	Iteration 13Q: 3 clusters Score -484716.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -484730.125000 Penalty: 872.871155
	Iteration 14Q: 3 clusters Score -484730.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -484741.843750 Penalty: 872.871155
	Iteration 15Q: 3 clusters Score -484741.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -484752.000000 Penalty: 872.871155
	Iteration 16Q: 3 clusters Score -484752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -484762.500000 Penalty: 872.871155
	Iteration 17Q: 3 clusters Score -484762.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -484770.656250 Penalty: 872.871155
	Iteration 18Q: 3 clusters Score -484770.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -484777.093750 Penalty: 872.871155
	Iteration 19Q: 3 clusters Score -484777.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -484783.781250 Penalty: 872.871155
	Iteration 20F: 3 clusters Score -484783.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -484786.531250 Penalty: 872.871155
	Iteration 21Q: 3 clusters Score -484786.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 11238 members 
Entering Unmasked Estep 
Score: -484788.625000 Penalty: 872.871155
	Iteration 22Q: 3 clusters Score -484788.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -484787.000000 Penalty: 872.871155
	Iteration 23Q: 3 clusters Score -484787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -484787.468750 Penalty: 872.871155
	Iteration 24Q: 3 clusters Score -484787.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 11253 members 
Entering Unmasked Estep 
Score: -484787.375000 Penalty: 872.871155
	Iteration 25Q: 3 clusters Score -484787.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -484788.156250 Penalty: 872.871155
	Iteration 26Q: 3 clusters Score -484788.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -484788.093750 Penalty: 872.871155
	Iteration 27Q: 3 clusters Score -484788.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -484787.656250 Penalty: 872.871155
	Iteration 28Q: 3 clusters Score -484787.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -484788.343750 Penalty: 872.871155
	Iteration 29Q: 3 clusters Score -484788.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -484788.343750 Penalty: 872.871155
	Iteration 30F: 3 clusters Score -484788.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (327 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Entering Unmasked Estep 
Score: -6799.754883 Penalty: 263.443207
	Iteration 0F: 2 clusters Score -6799.755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -6422.139160 Penalty: 526.886414
	Iteration 0F: 3 clusters Score -6422.139 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6521.075195 Penalty: 526.886414
	Iteration 1F: 3 clusters Score -6521.075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6605.853027 Penalty: 526.886414
	Iteration 2F: 3 clusters Score -6605.853 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -6673.570801 Penalty: 526.886414
	Iteration 3F: 3 clusters Score -6673.571 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6741.086914 Penalty: 526.886414
	Iteration 4F: 3 clusters Score -6741.087 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6802.953125 Penalty: 526.886414
	Iteration 5F: 3 clusters Score -6802.953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6841.236328 Penalty: 526.886414
	Iteration 6Q: 3 clusters Score -6841.236 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6863.834473 Penalty: 526.886414
	Iteration 7Q: 3 clusters Score -6863.834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -6875.379883 Penalty: 526.886414
	Iteration 8Q: 3 clusters Score -6875.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -6882.535156 Penalty: 526.886414
	Iteration 9Q: 3 clusters Score -6882.535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6883.232910 Penalty: 526.886414
	Iteration 10Q: 3 clusters Score -6883.233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6883.232910 Penalty: 526.886414
	Iteration 11F: 3 clusters Score -6883.233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 5001 members 
Mstep: Class 3 contains 20099 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121217 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150056 members 
Mstep: Class 11 contains 52132 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24497 members 
Mstep: Class 14 contains 2102 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4327 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36868 members 
Mstep: Class 20 contains 14647 members 
Mstep: Class 21 contains 154 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4491 members 
Mstep: Class 24 contains 9275 members 
Mstep: Class 25 contains 173 members 
Entering Unmasked Estep 
Score: -15736149.000000 Penalty: 14978.081055
Splitting cluster 21 changes total score from -15736390.000000 to -15736149.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -100757.328125 Penalty: 368.043549
	Iteration 0F: 2 clusters Score -100757.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -98500.109375 Penalty: 736.087097
	Iteration 0F: 3 clusters Score -98500.11 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -99364.617188 Penalty: 736.087097
	Iteration 1F: 3 clusters Score -99364.62 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -99494.476562 Penalty: 736.087097
	Iteration 2F: 3 clusters Score -99494.48 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -99594.617188 Penalty: 736.087097
	Iteration 3F: 3 clusters Score -99594.62 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -99674.468750 Penalty: 736.087097
	Iteration 4F: 3 clusters Score -99674.47 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -99753.187500 Penalty: 736.087097
	Iteration 5Q: 3 clusters Score -99753.19 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -99832.203125 Penalty: 736.087097
	Iteration 6Q: 3 clusters Score -99832.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -99926.593750 Penalty: 736.087097
	Iteration 7Q: 3 clusters Score -99926.59 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -100032.109375 Penalty: 736.087097
	Iteration 8Q: 3 clusters Score -100032.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -100134.625000 Penalty: 736.087097
	Iteration 9Q: 3 clusters Score -100134.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -100202.250000 Penalty: 736.087097
	Iteration 10Q: 3 clusters Score -100202.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -100252.898438 Penalty: 736.087097
	Iteration 11Q: 3 clusters Score -100252.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -100299.484375 Penalty: 736.087097
	Iteration 12Q: 3 clusters Score -100299.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -100337.546875 Penalty: 736.087097
	Iteration 13Q: 3 clusters Score -100337.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -100366.109375 Penalty: 736.087097
	Iteration 14Q: 3 clusters Score -100366.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -100395.765625 Penalty: 736.087097
	Iteration 15Q: 3 clusters Score -100395.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -100404.976562 Penalty: 736.087097
	Iteration 16Q: 3 clusters Score -100405 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -100412.515625 Penalty: 736.087097
	Iteration 17Q: 3 clusters Score -100412.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -100417.585938 Penalty: 736.087097
	Iteration 18Q: 3 clusters Score -100417.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -100420.359375 Penalty: 736.087097
	Iteration 19Q: 3 clusters Score -100420.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -100424.757812 Penalty: 736.087097
	Iteration 20F: 3 clusters Score -100424.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -100428.914062 Penalty: 736.087097
	Iteration 21Q: 3 clusters Score -100428.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -100429.078125 Penalty: 736.087097
	Iteration 22Q: 3 clusters Score -100429.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -100429.078125 Penalty: 736.087097
	Iteration 23F: 3 clusters Score -100429.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Entering Unmasked Estep 
Score: -131969.531250 Penalty: 382.647308
	Iteration 0F: 2 clusters Score -131969.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -128883.906250 Penalty: 765.294617
	Iteration 0F: 3 clusters Score -128883.9 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -130106.671875 Penalty: 765.294617
	Iteration 1F: 3 clusters Score -130106.7 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -130330.234375 Penalty: 765.294617
	Iteration 2F: 3 clusters Score -130330.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -130534.703125 Penalty: 765.294617
	Iteration 3F: 3 clusters Score -130534.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -130748.781250 Penalty: 765.294617
	Iteration 4F: 3 clusters Score -130748.8 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -130955.546875 Penalty: 765.294617
	Iteration 5F: 3 clusters Score -130955.5 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -131112.500000 Penalty: 765.294617
	Iteration 6Q: 3 clusters Score -131112.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -131227.406250 Penalty: 765.294617
	Iteration 7Q: 3 clusters Score -131227.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -131304.453125 Penalty: 765.294617
	Iteration 8Q: 3 clusters Score -131304.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -131348.734375 Penalty: 765.294617
	Iteration 9Q: 3 clusters Score -131348.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -131383.859375 Penalty: 765.294617
	Iteration 10Q: 3 clusters Score -131383.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -131410.265625 Penalty: 765.294617
	Iteration 11Q: 3 clusters Score -131410.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -131427.437500 Penalty: 765.294617
	Iteration 12Q: 3 clusters Score -131427.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -131443.109375 Penalty: 765.294617
	Iteration 13Q: 3 clusters Score -131443.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -131453.859375 Penalty: 765.294617
	Iteration 14Q: 3 clusters Score -131453.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -131460.609375 Penalty: 765.294617
	Iteration 15Q: 3 clusters Score -131460.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -131464.796875 Penalty: 765.294617
	Iteration 16Q: 3 clusters Score -131464.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -131468.921875 Penalty: 765.294617
	Iteration 17Q: 3 clusters Score -131468.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -131473.562500 Penalty: 765.294617
	Iteration 18Q: 3 clusters Score -131473.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -131476.781250 Penalty: 765.294617
	Iteration 19Q: 3 clusters Score -131476.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -131479.046875 Penalty: 765.294617
	Iteration 20F: 3 clusters Score -131479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -131481.031250 Penalty: 765.294617
	Iteration 21Q: 3 clusters Score -131481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -131483.734375 Penalty: 765.294617
	Iteration 22Q: 3 clusters Score -131483.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -131486.250000 Penalty: 765.294617
	Iteration 23Q: 3 clusters Score -131486.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -131487.234375 Penalty: 765.294617
	Iteration 24Q: 3 clusters Score -131487.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -131488.078125 Penalty: 765.294617
	Iteration 25Q: 3 clusters Score -131488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -131489.093750 Penalty: 765.294617
	Iteration 26Q: 3 clusters Score -131489.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -131490.140625 Penalty: 765.294617
	Iteration 27Q: 3 clusters Score -131490.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -131490.750000 Penalty: 765.294617
	Iteration 28Q: 3 clusters Score -131490.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -131491.359375 Penalty: 765.294617
	Iteration 29Q: 3 clusters Score -131491.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -131491.500000 Penalty: 765.294617
	Iteration 30Q: 3 clusters Score -131491.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -131491.687500 Penalty: 765.294617
	Iteration 31Q: 3 clusters Score -131491.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -131491.625000 Penalty: 765.294617
	Iteration 32Q: 3 clusters Score -131491.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -131492.078125 Penalty: 765.294617
	Iteration 33Q: 3 clusters Score -131492.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -131491.921875 Penalty: 765.294617
	Iteration 34Q: 3 clusters Score -131491.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -131491.921875 Penalty: 765.294617
	Iteration 35F: 3 clusters Score -131491.9 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: -316695.562500 Penalty: 415.646027
	Iteration 0F: 2 clusters Score -316695.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -310498.218750 Penalty: 831.292053
	Iteration 0F: 3 clusters Score -310498.2 nChanged 4290
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: -313071.812500 Penalty: 831.292053
	Iteration 1F: 3 clusters Score -313071.8 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -313486.375000 Penalty: 831.292053
	Iteration 2F: 3 clusters Score -313486.4 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -314018.750000 Penalty: 831.292053
	Iteration 3F: 3 clusters Score -314018.8 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -314591.281250 Penalty: 831.292053
	Iteration 4F: 3 clusters Score -314591.3 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -314999.000000 Penalty: 831.292053
	Iteration 5F: 3 clusters Score -314999 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -315204.218750 Penalty: 831.292053
	Iteration 6Q: 3 clusters Score -315204.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -315291.062500 Penalty: 831.292053
	Iteration 7Q: 3 clusters Score -315291.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -315358.625000 Penalty: 831.292053
	Iteration 8Q: 3 clusters Score -315358.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -315437.531250 Penalty: 831.292053
	Iteration 9Q: 3 clusters Score -315437.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -315516.812500 Penalty: 831.292053
	Iteration 10Q: 3 clusters Score -315516.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -315579.250000 Penalty: 831.292053
	Iteration 11Q: 3 clusters Score -315579.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -315643.906250 Penalty: 831.292053
	Iteration 12Q: 3 clusters Score -315643.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -315715.718750 Penalty: 831.292053
	Iteration 13Q: 3 clusters Score -315715.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -315768.312500 Penalty: 831.292053
	Iteration 14Q: 3 clusters Score -315768.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -315813.093750 Penalty: 831.292053
	Iteration 15Q: 3 clusters Score -315813.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -315852.593750 Penalty: 831.292053
	Iteration 16Q: 3 clusters Score -315852.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -315884.312500 Penalty: 831.292053
	Iteration 17Q: 3 clusters Score -315884.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -315923.312500 Penalty: 831.292053
	Iteration 18Q: 3 clusters Score -315923.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -315969.906250 Penalty: 831.292053
	Iteration 19Q: 3 clusters Score -315969.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -316015.812500 Penalty: 831.292053
	Iteration 20F: 3 clusters Score -316015.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -316058.562500 Penalty: 831.292053
	Iteration 21Q: 3 clusters Score -316058.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -316105.500000 Penalty: 831.292053
	Iteration 22Q: 3 clusters Score -316105.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -316153.718750 Penalty: 831.292053
	Iteration 23Q: 3 clusters Score -316153.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -316186.375000 Penalty: 831.292053
	Iteration 24Q: 3 clusters Score -316186.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -316216.343750 Penalty: 831.292053
	Iteration 25Q: 3 clusters Score -316216.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -316237.968750 Penalty: 831.292053
	Iteration 26Q: 3 clusters Score -316238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -316259.406250 Penalty: 831.292053
	Iteration 27Q: 3 clusters Score -316259.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -316271.312500 Penalty: 831.292053
	Iteration 28Q: 3 clusters Score -316271.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -316280.000000 Penalty: 831.292053
	Iteration 29Q: 3 clusters Score -316280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -316284.843750 Penalty: 831.292053
	Iteration 30Q: 3 clusters Score -316284.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -316290.875000 Penalty: 831.292053
	Iteration 31Q: 3 clusters Score -316290.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -316295.625000 Penalty: 831.292053
	Iteration 32Q: 3 clusters Score -316295.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -316298.656250 Penalty: 831.292053
	Iteration 33Q: 3 clusters Score -316298.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -316300.718750 Penalty: 831.292053
	Iteration 34Q: 3 clusters Score -316300.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -316302.812500 Penalty: 831.292053
	Iteration 35Q: 3 clusters Score -316302.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -316304.812500 Penalty: 831.292053
	Iteration 36Q: 3 clusters Score -316304.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -316307.531250 Penalty: 831.292053
	Iteration 37Q: 3 clusters Score -316307.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -316308.125000 Penalty: 831.292053
	Iteration 38Q: 3 clusters Score -316308.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -316308.406250 Penalty: 831.292053
	Iteration 39Q: 3 clusters Score -316308.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -316310.875000 Penalty: 831.292053
	Iteration 40F: 3 clusters Score -316310.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -316310.937500 Penalty: 831.292053
	Iteration 41Q: 3 clusters Score -316310.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -316312.187500 Penalty: 831.292053
	Iteration 42Q: 3 clusters Score -316312.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -316313.843750 Penalty: 831.292053
	Iteration 43Q: 3 clusters Score -316313.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -316315.031250 Penalty: 831.292053
	Iteration 44Q: 3 clusters Score -316315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -316315.281250 Penalty: 831.292053
	Iteration 45Q: 3 clusters Score -316315.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -316315.093750 Penalty: 831.292053
	Iteration 46Q: 3 clusters Score -316315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -316315.250000 Penalty: 831.292053
	Iteration 47Q: 3 clusters Score -316315.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -316315.812500 Penalty: 831.292053
	Iteration 48Q: 3 clusters Score -316315.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -316315.937500 Penalty: 831.292053
	Iteration 49Q: 3 clusters Score -316315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -316316.187500 Penalty: 831.292053
	Iteration 50Q: 3 clusters Score -316316.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -316317.125000 Penalty: 831.292053
	Iteration 51Q: 3 clusters Score -316317.1 nChanged 5
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: -316317.250000 Penalty: 831.292053
	Iteration 52Q: 3 clusters Score -316317.2 nChanged 2
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: -316317.031250 Penalty: 831.292053
	Iteration 53Q: 3 clusters Score -316317 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: -316317.375000 Penalty: 831.292053
	Iteration 54Q: 3 clusters Score -316317.4 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: -316317.375000 Penalty: 831.292053
	Iteration 55F: 3 clusters Score -316317.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 5001 members 
Mstep: Class 3 contains 20099 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121217 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150056 members 
Mstep: Class 11 contains 52132 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24497 members 
Mstep: Class 14 contains 2102 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4327 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36868 members 
Mstep: Class 20 contains 14647 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4491 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736394.000000 Penalty: 14378.957031
Iteration 439Q: 25 clusters Score -1.573639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 5001 members 
Mstep: Class 3 contains 20108 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121214 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150049 members 
Mstep: Class 11 contains 52133 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24498 members 
Mstep: Class 14 contains 2103 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14647 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4490 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736400.000000 Penalty: 14378.957031
Iteration 440F: 25 clusters Score -1.57364e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 5001 members 
Mstep: Class 3 contains 20110 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121212 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150045 members 
Mstep: Class 11 contains 52132 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24498 members 
Mstep: Class 14 contains 2104 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14651 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4490 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736399.000000 Penalty: 14378.957031
Iteration 441Q: 25 clusters Score -1.57364e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 5000 members 
Mstep: Class 3 contains 20112 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121212 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150043 members 
Mstep: Class 11 contains 52131 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24498 members 
Mstep: Class 14 contains 2105 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14651 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4491 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736405.000000 Penalty: 14378.957031
Iteration 442Q: 25 clusters Score -1.57364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 20111 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121211 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150042 members 
Mstep: Class 11 contains 52132 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24499 members 
Mstep: Class 14 contains 2106 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14652 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4491 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736391.000000 Penalty: 14378.957031
Iteration 443Q: 25 clusters Score -1.573639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20109 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121211 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150037 members 
Mstep: Class 11 contains 52134 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24501 members 
Mstep: Class 14 contains 2105 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14656 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4492 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736384.000000 Penalty: 14378.957031
Iteration 444Q: 25 clusters Score -1.573638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20108 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121211 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150035 members 
Mstep: Class 11 contains 52134 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2104 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14658 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4493 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736385.000000 Penalty: 14378.957031
Iteration 445Q: 25 clusters Score -1.573638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20107 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121211 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150033 members 
Mstep: Class 11 contains 52136 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24503 members 
Mstep: Class 14 contains 2103 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4492 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736386.000000 Penalty: 14378.957031
Iteration 446Q: 25 clusters Score -1.573639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20108 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121211 members 
Mstep: Class 8 contains 2842 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150032 members 
Mstep: Class 11 contains 52136 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24504 members 
Mstep: Class 14 contains 2101 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4494 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736381.000000 Penalty: 14378.957031
Iteration 447Q: 25 clusters Score -1.573638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20108 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121211 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150032 members 
Mstep: Class 11 contains 52136 members 
Mstep: Class 12 contains 6628 members 
Mstep: Class 13 contains 24503 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4496 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736377.000000 Penalty: 14378.957031
Iteration 448Q: 25 clusters Score -1.573638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20108 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121211 members 
Mstep: Class 8 contains 2843 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150032 members 
Mstep: Class 11 contains 52137 members 
Mstep: Class 12 contains 6629 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2094 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 4501 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736363.000000 Penalty: 14378.957031
Iteration 449Q: 25 clusters Score -1.573636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20105 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121210 members 
Mstep: Class 8 contains 2844 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150031 members 
Mstep: Class 11 contains 52139 members 
Mstep: Class 12 contains 6630 members 
Mstep: Class 13 contains 24501 members 
Mstep: Class 14 contains 2091 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 4506 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736353.000000 Penalty: 14378.957031
Iteration 450Q: 25 clusters Score -1.573635e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20100 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121209 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150030 members 
Mstep: Class 11 contains 52142 members 
Mstep: Class 12 contains 6630 members 
Mstep: Class 13 contains 24500 members 
Mstep: Class 14 contains 2088 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 4512 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736351.000000 Penalty: 14378.957031
Iteration 451Q: 25 clusters Score -1.573635e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20096 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121206 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150029 members 
Mstep: Class 11 contains 52145 members 
Mstep: Class 12 contains 6630 members 
Mstep: Class 13 contains 24500 members 
Mstep: Class 14 contains 2088 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 4516 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736353.000000 Penalty: 14378.957031
Iteration 452Q: 25 clusters Score -1.573635e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20094 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121205 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150026 members 
Mstep: Class 11 contains 52145 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 4519 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736355.000000 Penalty: 14378.957031
Iteration 453Q: 25 clusters Score -1.573636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20095 members 
Mstep: Class 4 contains 5050 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121204 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150024 members 
Mstep: Class 11 contains 52144 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24503 members 
Mstep: Class 14 contains 2091 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 4520 members 
Mstep: Class 24 contains 9275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736364.000000 Penalty: 14378.957031
Iteration 454Q: 25 clusters Score -1.573636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20093 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121202 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150023 members 
Mstep: Class 11 contains 52142 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24503 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14660 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 4522 members 
Mstep: Class 24 contains 9276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736356.000000 Penalty: 14378.957031
Iteration 455Q: 25 clusters Score -1.573636e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20090 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121203 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150021 members 
Mstep: Class 11 contains 52145 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8051 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8993 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14659 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 4524 members 
Mstep: Class 24 contains 9277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736362.000000 Penalty: 14378.957031
Iteration 456Q: 25 clusters Score -1.573636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20087 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121199 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150017 members 
Mstep: Class 11 contains 52151 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2093 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8053 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8994 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14661 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3257 members 
Mstep: Class 23 contains 4525 members 
Mstep: Class 24 contains 9277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736362.000000 Penalty: 14378.957031
Iteration 457Q: 25 clusters Score -1.573636e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20085 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121199 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150014 members 
Mstep: Class 11 contains 52149 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8052 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8995 members 
Mstep: Class 19 contains 36870 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 327 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4528 members 
Mstep: Class 24 contains 9279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736359.000000 Penalty: 14378.957031
Iteration 458Q: 25 clusters Score -1.573636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20082 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121200 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150013 members 
Mstep: Class 11 contains 52147 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8050 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8995 members 
Mstep: Class 19 contains 36870 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4531 members 
Mstep: Class 24 contains 9282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736363.000000 Penalty: 14378.957031
Iteration 459Q: 25 clusters Score -1.573636e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 20080 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121201 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150012 members 
Mstep: Class 11 contains 52144 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2091 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8047 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8995 members 
Mstep: Class 19 contains 36870 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 4534 members 
Mstep: Class 24 contains 9286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736362.000000 Penalty: 14378.957031
Iteration 460F: 25 clusters Score -1.573636e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 20081 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121203 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 6959 members 
Mstep: Class 10 contains 150012 members 
Mstep: Class 11 contains 52142 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2091 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8045 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8995 members 
Mstep: Class 19 contains 36869 members 
Mstep: Class 20 contains 14662 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 4536 members 
Mstep: Class 24 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736372.000000 Penalty: 14378.957031
Iteration 461Q: 25 clusters Score -1.573637e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 20080 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121204 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6959 members 
Mstep: Class 10 contains 150010 members 
Mstep: Class 11 contains 52143 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2091 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8044 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 36870 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 4537 members 
Mstep: Class 24 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736385.000000 Penalty: 14378.957031
Iteration 462Q: 25 clusters Score -1.573638e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 20080 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121205 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6960 members 
Mstep: Class 10 contains 150008 members 
Mstep: Class 11 contains 52144 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8044 members 
Mstep: Class 17 contains 4325 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 36871 members 
Mstep: Class 20 contains 14665 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 4537 members 
Mstep: Class 24 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736377.000000 Penalty: 14378.957031
Iteration 463Q: 25 clusters Score -1.573638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 20080 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121207 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6961 members 
Mstep: Class 10 contains 150008 members 
Mstep: Class 11 contains 52145 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8042 members 
Mstep: Class 17 contains 4324 members 
Mstep: Class 18 contains 8996 members 
Mstep: Class 19 contains 36872 members 
Mstep: Class 20 contains 14664 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 4537 members 
Mstep: Class 24 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736375.000000 Penalty: 14378.957031
Iteration 464Q: 25 clusters Score -1.573638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 20078 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121209 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6962 members 
Mstep: Class 10 contains 150008 members 
Mstep: Class 11 contains 52143 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24503 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 4323 members 
Mstep: Class 18 contains 8997 members 
Mstep: Class 19 contains 36872 members 
Mstep: Class 20 contains 14664 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 4539 members 
Mstep: Class 24 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736386.000000 Penalty: 14378.957031
Iteration 465Q: 25 clusters Score -1.573639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 20076 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121206 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 6965 members 
Mstep: Class 10 contains 150008 members 
Mstep: Class 11 contains 52143 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24504 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8038 members 
Mstep: Class 17 contains 4323 members 
Mstep: Class 18 contains 8999 members 
Mstep: Class 19 contains 36872 members 
Mstep: Class 20 contains 14664 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 4540 members 
Mstep: Class 24 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736397.000000 Penalty: 14378.957031
Iteration 466Q: 25 clusters Score -1.57364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 4999 members 
Mstep: Class 3 contains 20074 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121204 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 6969 members 
Mstep: Class 10 contains 150007 members 
Mstep: Class 11 contains 52146 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2090 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8035 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 8999 members 
Mstep: Class 19 contains 36872 members 
Mstep: Class 20 contains 14664 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 4542 members 
Mstep: Class 24 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736388.000000 Penalty: 14378.957031
Iteration 467Q: 25 clusters Score -1.573639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20071 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121204 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150008 members 
Mstep: Class 11 contains 52146 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2089 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8035 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9001 members 
Mstep: Class 19 contains 36871 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3259 members 
Mstep: Class 23 contains 4544 members 
Mstep: Class 24 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736386.000000 Penalty: 14378.957031
Iteration 468Q: 25 clusters Score -1.573639e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20071 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121203 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150008 members 
Mstep: Class 11 contains 52147 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2087 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8035 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9001 members 
Mstep: Class 19 contains 36871 members 
Mstep: Class 20 contains 14664 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4546 members 
Mstep: Class 24 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736384.000000 Penalty: 14378.957031
Iteration 469Q: 25 clusters Score -1.573638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20072 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121204 members 
Mstep: Class 8 contains 2848 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150008 members 
Mstep: Class 11 contains 52145 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2084 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8036 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9001 members 
Mstep: Class 19 contains 36871 members 
Mstep: Class 20 contains 14664 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4547 members 
Mstep: Class 24 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736387.000000 Penalty: 14378.957031
Iteration 470Q: 25 clusters Score -1.573639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20072 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121202 members 
Mstep: Class 8 contains 2847 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150008 members 
Mstep: Class 11 contains 52142 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24502 members 
Mstep: Class 14 contains 2083 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8037 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9003 members 
Mstep: Class 19 contains 36871 members 
Mstep: Class 20 contains 14664 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736388.000000 Penalty: 14378.957031
Iteration 471Q: 25 clusters Score -1.573639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20074 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121200 members 
Mstep: Class 8 contains 2846 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150008 members 
Mstep: Class 11 contains 52142 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24503 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8037 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9004 members 
Mstep: Class 19 contains 36871 members 
Mstep: Class 20 contains 14664 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 9287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736389.000000 Penalty: 14378.957031
Iteration 472Q: 25 clusters Score -1.573639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20076 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121202 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150007 members 
Mstep: Class 11 contains 52138 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24503 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8037 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9006 members 
Mstep: Class 19 contains 36871 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 9288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736390.000000 Penalty: 14378.957031
Iteration 473Q: 25 clusters Score -1.573639e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20075 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121201 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150007 members 
Mstep: Class 11 contains 52138 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24503 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8038 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9008 members 
Mstep: Class 19 contains 36871 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 9287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736397.000000 Penalty: 14378.957031
Iteration 474Q: 25 clusters Score -1.57364e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20072 members 
Mstep: Class 4 contains 5052 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121199 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150007 members 
Mstep: Class 11 contains 52139 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24503 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8038 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9012 members 
Mstep: Class 19 contains 36871 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4550 members 
Mstep: Class 24 contains 9286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736400.000000 Penalty: 14378.957031
Iteration 475Q: 25 clusters Score -1.57364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20072 members 
Mstep: Class 4 contains 5054 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121196 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150007 members 
Mstep: Class 11 contains 52137 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24504 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8038 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9015 members 
Mstep: Class 19 contains 36871 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 9286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736388.000000 Penalty: 14378.957031
Iteration 476Q: 25 clusters Score -1.573639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20072 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121190 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150007 members 
Mstep: Class 11 contains 52137 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24504 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8038 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9017 members 
Mstep: Class 19 contains 36872 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 9286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736392.000000 Penalty: 14378.957031
Iteration 477Q: 25 clusters Score -1.573639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29761 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20072 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121187 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150006 members 
Mstep: Class 11 contains 52140 members 
Mstep: Class 12 contains 6631 members 
Mstep: Class 13 contains 24505 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8038 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9018 members 
Mstep: Class 19 contains 36872 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 9286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736386.000000 Penalty: 14378.957031
Iteration 478Q: 25 clusters Score -1.573639e+07 nChanged 5
Entering ConstructFrom: 
Score: -15736386.000000 Penalty: 14378.957031
Entering ConstructFrom: 
Trying to split cluster 1 (29763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Entering Unmasked Estep 
Score: -975631.625000 Penalty: 468.696472
	Iteration 0F: 2 clusters Score -975631.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -955755.062500 Penalty: 937.392944
	Iteration 0F: 3 clusters Score -955755.1 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -964381.750000 Penalty: 937.392944
	Iteration 1F: 3 clusters Score -964381.8 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -965187.937500 Penalty: 937.392944
	Iteration 2F: 3 clusters Score -965187.9 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -966412.000000 Penalty: 937.392944
	Iteration 3F: 3 clusters Score -966412 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -968150.750000 Penalty: 937.392944
	Iteration 4F: 3 clusters Score -968150.8 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -970314.187500 Penalty: 937.392944
	Iteration 5F: 3 clusters Score -970314.2 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25616 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -972246.625000 Penalty: 937.392944
	Iteration 6F: 3 clusters Score -972246.6 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27084 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -973671.500000 Penalty: 937.392944
	Iteration 7F: 3 clusters Score -973671.5 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -974502.125000 Penalty: 937.392944
	Iteration 8Q: 3 clusters Score -974502.1 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -974950.500000 Penalty: 937.392944
	Iteration 9Q: 3 clusters Score -974950.5 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28577 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -975157.562500 Penalty: 937.392944
	Iteration 10Q: 3 clusters Score -975157.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28694 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -975250.812500 Penalty: 937.392944
	Iteration 11Q: 3 clusters Score -975250.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28767 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -975291.937500 Penalty: 937.392944
	Iteration 12Q: 3 clusters Score -975291.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -975316.312500 Penalty: 937.392944
	Iteration 13Q: 3 clusters Score -975316.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28895 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -975348.625000 Penalty: 937.392944
	Iteration 14Q: 3 clusters Score -975348.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -975368.187500 Penalty: 937.392944
	Iteration 15Q: 3 clusters Score -975368.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28986 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -975381.312500 Penalty: 937.392944
	Iteration 16Q: 3 clusters Score -975381.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29009 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -975386.500000 Penalty: 937.392944
	Iteration 17Q: 3 clusters Score -975386.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -975389.687500 Penalty: 937.392944
	Iteration 18Q: 3 clusters Score -975389.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29037 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -975391.750000 Penalty: 937.392944
	Iteration 19Q: 3 clusters Score -975391.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -975391.000000 Penalty: 937.392944
	Iteration 20F: 3 clusters Score -975391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29051 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -975391.062500 Penalty: 937.392944
	Iteration 21Q: 3 clusters Score -975391.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -975391.562500 Penalty: 937.392944
	Iteration 22Q: 3 clusters Score -975391.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -975391.437500 Penalty: 937.392944
	Iteration 23Q: 3 clusters Score -975391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29062 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -975392.562500 Penalty: 937.392944
	Iteration 24Q: 3 clusters Score -975392.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -975395.312500 Penalty: 937.392944
	Iteration 25Q: 3 clusters Score -975395.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29073 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -975395.187500 Penalty: 937.392944
	Iteration 26Q: 3 clusters Score -975395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29076 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -975395.687500 Penalty: 937.392944
	Iteration 27Q: 3 clusters Score -975395.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29078 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -975395.937500 Penalty: 937.392944
	Iteration 28Q: 3 clusters Score -975395.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29079 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -975395.312500 Penalty: 937.392944
	Iteration 29Q: 3 clusters Score -975395.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29081 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -975393.375000 Penalty: 937.392944
	Iteration 30Q: 3 clusters Score -975393.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -975393.375000 Penalty: 937.392944
	Iteration 31Q: 3 clusters Score -975393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29084 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -975393.437500 Penalty: 937.392944
	Iteration 32Q: 3 clusters Score -975393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -975392.437500 Penalty: 937.392944
	Iteration 33Q: 3 clusters Score -975392.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29089 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -975394.687500 Penalty: 937.392944
	Iteration 34Q: 3 clusters Score -975394.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -975394.562500 Penalty: 937.392944
	Iteration 35Q: 3 clusters Score -975394.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -975394.562500 Penalty: 937.392944
	Iteration 36F: 3 clusters Score -975394.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -147763.218750 Penalty: 387.514099
	Iteration 0F: 2 clusters Score -147763.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -144342.734375 Penalty: 775.028198
	Iteration 0F: 3 clusters Score -144342.7 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -145663.609375 Penalty: 775.028198
	Iteration 1F: 3 clusters Score -145663.6 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -145882.437500 Penalty: 775.028198
	Iteration 2F: 3 clusters Score -145882.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -146139.062500 Penalty: 775.028198
	Iteration 3F: 3 clusters Score -146139.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -146408.968750 Penalty: 775.028198
	Iteration 4F: 3 clusters Score -146409 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -146674.453125 Penalty: 775.028198
	Iteration 5F: 3 clusters Score -146674.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -146885.203125 Penalty: 775.028198
	Iteration 6F: 3 clusters Score -146885.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -147028.812500 Penalty: 775.028198
	Iteration 7Q: 3 clusters Score -147028.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -147120.281250 Penalty: 775.028198
	Iteration 8Q: 3 clusters Score -147120.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -147171.140625 Penalty: 775.028198
	Iteration 9Q: 3 clusters Score -147171.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -147195.203125 Penalty: 775.028198
	Iteration 10Q: 3 clusters Score -147195.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -147212.375000 Penalty: 775.028198
	Iteration 11Q: 3 clusters Score -147212.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -147229.687500 Penalty: 775.028198
	Iteration 12Q: 3 clusters Score -147229.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -147249.437500 Penalty: 775.028198
	Iteration 13Q: 3 clusters Score -147249.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -147267.750000 Penalty: 775.028198
	Iteration 14Q: 3 clusters Score -147267.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -147290.546875 Penalty: 775.028198
	Iteration 15Q: 3 clusters Score -147290.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -147311.015625 Penalty: 775.028198
	Iteration 16Q: 3 clusters Score -147311 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -147334.203125 Penalty: 775.028198
	Iteration 17Q: 3 clusters Score -147334.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -147346.546875 Penalty: 775.028198
	Iteration 18Q: 3 clusters Score -147346.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -147360.406250 Penalty: 775.028198
	Iteration 19Q: 3 clusters Score -147360.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -147372.468750 Penalty: 775.028198
	Iteration 20F: 3 clusters Score -147372.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -147381.921875 Penalty: 775.028198
	Iteration 21Q: 3 clusters Score -147381.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -147392.281250 Penalty: 775.028198
	Iteration 22Q: 3 clusters Score -147392.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -147399.968750 Penalty: 775.028198
	Iteration 23Q: 3 clusters Score -147400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -147407.156250 Penalty: 775.028198
	Iteration 24Q: 3 clusters Score -147407.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -147411.421875 Penalty: 775.028198
	Iteration 25Q: 3 clusters Score -147411.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -147414.281250 Penalty: 775.028198
	Iteration 26Q: 3 clusters Score -147414.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -147416.593750 Penalty: 775.028198
	Iteration 27Q: 3 clusters Score -147416.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -147418.156250 Penalty: 775.028198
	Iteration 28Q: 3 clusters Score -147418.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -147419.484375 Penalty: 775.028198
	Iteration 29Q: 3 clusters Score -147419.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -147420.375000 Penalty: 775.028198
	Iteration 30Q: 3 clusters Score -147420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -147421.578125 Penalty: 775.028198
	Iteration 31Q: 3 clusters Score -147421.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -147422.640625 Penalty: 775.028198
	Iteration 32Q: 3 clusters Score -147422.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -147423.671875 Penalty: 775.028198
	Iteration 33Q: 3 clusters Score -147423.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -147423.640625 Penalty: 775.028198
	Iteration 34Q: 3 clusters Score -147423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -147424.046875 Penalty: 775.028198
	Iteration 35Q: 3 clusters Score -147424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -147424.718750 Penalty: 775.028198
	Iteration 36Q: 3 clusters Score -147424.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -147426.015625 Penalty: 775.028198
	Iteration 37Q: 3 clusters Score -147426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -147427.406250 Penalty: 775.028198
	Iteration 38Q: 3 clusters Score -147427.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -147429.187500 Penalty: 775.028198
	Iteration 39Q: 3 clusters Score -147429.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -147431.203125 Penalty: 775.028198
	Iteration 40F: 3 clusters Score -147431.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -147433.609375 Penalty: 775.028198
	Iteration 41Q: 3 clusters Score -147433.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -147436.546875 Penalty: 775.028198
	Iteration 42Q: 3 clusters Score -147436.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -147438.468750 Penalty: 775.028198
	Iteration 43Q: 3 clusters Score -147438.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -147439.031250 Penalty: 775.028198
	Iteration 44Q: 3 clusters Score -147439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -147441.000000 Penalty: 775.028198
	Iteration 45Q: 3 clusters Score -147441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -147445.812500 Penalty: 775.028198
	Iteration 46Q: 3 clusters Score -147445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -147446.156250 Penalty: 775.028198
	Iteration 47Q: 3 clusters Score -147446.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -147446.968750 Penalty: 775.028198
	Iteration 48Q: 3 clusters Score -147447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -147447.046875 Penalty: 775.028198
	Iteration 49Q: 3 clusters Score -147447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -147447.890625 Penalty: 775.028198
	Iteration 50Q: 3 clusters Score -147447.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -147449.250000 Penalty: 775.028198
	Iteration 51Q: 3 clusters Score -147449.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -147449.250000 Penalty: 775.028198
	Iteration 52F: 3 clusters Score -147449.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Entering Unmasked Estep 
Score: -627994.437500 Penalty: 450.769928
	Iteration 0F: 2 clusters Score -627994.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -614535.500000 Penalty: 901.539856
	Iteration 0F: 3 clusters Score -614535.5 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 12696 members 
Entering Unmasked Estep 
Score: -620760.062500 Penalty: 901.539856
	Iteration 1F: 3 clusters Score -620760.1 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -621860.875000 Penalty: 901.539856
	Iteration 2F: 3 clusters Score -621860.9 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 15955 members 
Entering Unmasked Estep 
Score: -623486.875000 Penalty: 901.539856
	Iteration 3F: 3 clusters Score -623486.9 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -625297.312500 Penalty: 901.539856
	Iteration 4F: 3 clusters Score -625297.3 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -626610.375000 Penalty: 901.539856
	Iteration 5F: 3 clusters Score -626610.4 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -627229.250000 Penalty: 901.539856
	Iteration 6Q: 3 clusters Score -627229.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -627458.500000 Penalty: 901.539856
	Iteration 7Q: 3 clusters Score -627458.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 19959 members 
Entering Unmasked Estep 
Score: -627524.687500 Penalty: 901.539856
	Iteration 8Q: 3 clusters Score -627524.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -627555.250000 Penalty: 901.539856
	Iteration 9Q: 3 clusters Score -627555.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -627570.125000 Penalty: 901.539856
	Iteration 10Q: 3 clusters Score -627570.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 20009 members 
Entering Unmasked Estep 
Score: -627576.562500 Penalty: 901.539856
	Iteration 11Q: 3 clusters Score -627576.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 20011 members 
Entering Unmasked Estep 
Score: -627582.062500 Penalty: 901.539856
	Iteration 12Q: 3 clusters Score -627582.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -627587.000000 Penalty: 901.539856
	Iteration 13Q: 3 clusters Score -627587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -627595.062500 Penalty: 901.539856
	Iteration 14Q: 3 clusters Score -627595.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -627599.687500 Penalty: 901.539856
	Iteration 15Q: 3 clusters Score -627599.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -627602.125000 Penalty: 901.539856
	Iteration 16Q: 3 clusters Score -627602.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -627604.312500 Penalty: 901.539856
	Iteration 17Q: 3 clusters Score -627604.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -627607.437500 Penalty: 901.539856
	Iteration 18Q: 3 clusters Score -627607.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -627607.937500 Penalty: 901.539856
	Iteration 19Q: 3 clusters Score -627607.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -627610.375000 Penalty: 901.539856
	Iteration 20F: 3 clusters Score -627610.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Entering Unmasked Estep 
Score: -147808.125000 Penalty: 388.030060
	Iteration 0F: 2 clusters Score -147808.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -144328.937500 Penalty: 776.060120
	Iteration 0F: 3 clusters Score -144328.9 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -145709.765625 Penalty: 776.060120
	Iteration 1F: 3 clusters Score -145709.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -145904.390625 Penalty: 776.060120
	Iteration 2F: 3 clusters Score -145904.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -146119.265625 Penalty: 776.060120
	Iteration 3F: 3 clusters Score -146119.3 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -146298.812500 Penalty: 776.060120
	Iteration 4F: 3 clusters Score -146298.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -146492.781250 Penalty: 776.060120
	Iteration 5F: 3 clusters Score -146492.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -146670.406250 Penalty: 776.060120
	Iteration 6Q: 3 clusters Score -146670.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -146785.468750 Penalty: 776.060120
	Iteration 7Q: 3 clusters Score -146785.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -146860.171875 Penalty: 776.060120
	Iteration 8Q: 3 clusters Score -146860.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -146913.953125 Penalty: 776.060120
	Iteration 9Q: 3 clusters Score -146914 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -146958.140625 Penalty: 776.060120
	Iteration 10Q: 3 clusters Score -146958.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -146999.968750 Penalty: 776.060120
	Iteration 11Q: 3 clusters Score -147000 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -147037.390625 Penalty: 776.060120
	Iteration 12Q: 3 clusters Score -147037.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -147072.500000 Penalty: 776.060120
	Iteration 13Q: 3 clusters Score -147072.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -147102.531250 Penalty: 776.060120
	Iteration 14Q: 3 clusters Score -147102.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -147134.609375 Penalty: 776.060120
	Iteration 15Q: 3 clusters Score -147134.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -147168.671875 Penalty: 776.060120
	Iteration 16Q: 3 clusters Score -147168.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -147203.156250 Penalty: 776.060120
	Iteration 17Q: 3 clusters Score -147203.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -147228.078125 Penalty: 776.060120
	Iteration 18Q: 3 clusters Score -147228.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -147257.984375 Penalty: 776.060120
	Iteration 19Q: 3 clusters Score -147258 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -147288.203125 Penalty: 776.060120
	Iteration 20F: 3 clusters Score -147288.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -147320.515625 Penalty: 776.060120
	Iteration 21Q: 3 clusters Score -147320.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -147344.500000 Penalty: 776.060120
	Iteration 22Q: 3 clusters Score -147344.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -147359.000000 Penalty: 776.060120
	Iteration 23Q: 3 clusters Score -147359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -147372.203125 Penalty: 776.060120
	Iteration 24Q: 3 clusters Score -147372.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -147389.296875 Penalty: 776.060120
	Iteration 25Q: 3 clusters Score -147389.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -147406.921875 Penalty: 776.060120
	Iteration 26Q: 3 clusters Score -147406.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -147423.328125 Penalty: 776.060120
	Iteration 27Q: 3 clusters Score -147423.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -147433.781250 Penalty: 776.060120
	Iteration 28Q: 3 clusters Score -147433.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -147442.390625 Penalty: 776.060120
	Iteration 29Q: 3 clusters Score -147442.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -147447.281250 Penalty: 776.060120
	Iteration 30Q: 3 clusters Score -147447.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -147452.421875 Penalty: 776.060120
	Iteration 31Q: 3 clusters Score -147452.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -147455.734375 Penalty: 776.060120
	Iteration 32Q: 3 clusters Score -147455.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -147456.828125 Penalty: 776.060120
	Iteration 33Q: 3 clusters Score -147456.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -147459.703125 Penalty: 776.060120
	Iteration 34Q: 3 clusters Score -147459.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -147461.343750 Penalty: 776.060120
	Iteration 35Q: 3 clusters Score -147461.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -147462.218750 Penalty: 776.060120
	Iteration 36Q: 3 clusters Score -147462.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -147463.125000 Penalty: 776.060120
	Iteration 37Q: 3 clusters Score -147463.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -147464.390625 Penalty: 776.060120
	Iteration 38Q: 3 clusters Score -147464.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -147465.671875 Penalty: 776.060120
	Iteration 39Q: 3 clusters Score -147465.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -147468.062500 Penalty: 776.060120
	Iteration 40F: 3 clusters Score -147468.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -147470.218750 Penalty: 776.060120
	Iteration 41Q: 3 clusters Score -147470.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -147470.687500 Penalty: 776.060120
	Iteration 42Q: 3 clusters Score -147470.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -147471.718750 Penalty: 776.060120
	Iteration 43Q: 3 clusters Score -147471.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -147472.406250 Penalty: 776.060120
	Iteration 44Q: 3 clusters Score -147472.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -147473.109375 Penalty: 776.060120
	Iteration 45Q: 3 clusters Score -147473.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -147473.015625 Penalty: 776.060120
	Iteration 46Q: 3 clusters Score -147473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -147473.343750 Penalty: 776.060120
	Iteration 47Q: 3 clusters Score -147473.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -147473.984375 Penalty: 776.060120
	Iteration 48Q: 3 clusters Score -147474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -147475.937500 Penalty: 776.060120
	Iteration 49Q: 3 clusters Score -147475.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -147478.046875 Penalty: 776.060120
	Iteration 50Q: 3 clusters Score -147478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -147480.500000 Penalty: 776.060120
	Iteration 51Q: 3 clusters Score -147480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -147482.218750 Penalty: 776.060120
	Iteration 52Q: 3 clusters Score -147482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -147482.218750 Penalty: 776.060120
	Iteration 53F: 3 clusters Score -147482.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -67404.023438 Penalty: 346.808960
	Iteration 0F: 2 clusters Score -67404.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -65946.289062 Penalty: 693.617920
	Iteration 0F: 3 clusters Score -65946.29 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -66402.375000 Penalty: 693.617920
	Iteration 1F: 3 clusters Score -66402.38 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -66483.562500 Penalty: 693.617920
	Iteration 2F: 3 clusters Score -66483.56 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -66552.914062 Penalty: 693.617920
	Iteration 3F: 3 clusters Score -66552.91 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -66622.953125 Penalty: 693.617920
	Iteration 4F: 3 clusters Score -66622.95 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -66697.953125 Penalty: 693.617920
	Iteration 5F: 3 clusters Score -66697.95 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -66784.617188 Penalty: 693.617920
	Iteration 6F: 3 clusters Score -66784.62 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -66855.062500 Penalty: 693.617920
	Iteration 7Q: 3 clusters Score -66855.06 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -66905.257812 Penalty: 693.617920
	Iteration 8Q: 3 clusters Score -66905.26 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -66949.046875 Penalty: 693.617920
	Iteration 9Q: 3 clusters Score -66949.05 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66984.851562 Penalty: 693.617920
	Iteration 10Q: 3 clusters Score -66984.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -67009.875000 Penalty: 693.617920
	Iteration 11Q: 3 clusters Score -67009.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -67031.562500 Penalty: 693.617920
	Iteration 12Q: 3 clusters Score -67031.56 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -67047.101562 Penalty: 693.617920
	Iteration 13Q: 3 clusters Score -67047.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -67058.906250 Penalty: 693.617920
	Iteration 14Q: 3 clusters Score -67058.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -67067.875000 Penalty: 693.617920
	Iteration 15Q: 3 clusters Score -67067.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -67075.671875 Penalty: 693.617920
	Iteration 16Q: 3 clusters Score -67075.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -67082.367188 Penalty: 693.617920
	Iteration 17Q: 3 clusters Score -67082.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -67093.093750 Penalty: 693.617920
	Iteration 18Q: 3 clusters Score -67093.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 74 members 
Entering Unmasked Estep 
Score: -67099.281250 Penalty: 693.617920
	Iteration 19Q: 3 clusters Score -67099.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -67102.484375 Penalty: 693.617920
	Iteration 20F: 3 clusters Score -67102.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -67103.781250 Penalty: 693.617920
	Iteration 21Q: 3 clusters Score -67103.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -67104.835938 Penalty: 693.617920
	Iteration 22Q: 3 clusters Score -67104.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -67106.054688 Penalty: 693.617920
	Iteration 23Q: 3 clusters Score -67106.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -67106.953125 Penalty: 693.617920
	Iteration 24Q: 3 clusters Score -67106.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -67107.281250 Penalty: 693.617920
	Iteration 25Q: 3 clusters Score -67107.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -67107.281250 Penalty: 693.617920
	Iteration 26F: 3 clusters Score -67107.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -84043.851562 Penalty: 357.037628
	Iteration 0F: 2 clusters Score -84043.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -82203.546875 Penalty: 714.075256
	Iteration 0F: 3 clusters Score -82203.55 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -82848.898438 Penalty: 714.075256
	Iteration 1F: 3 clusters Score -82848.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -82921.023438 Penalty: 714.075256
	Iteration 2F: 3 clusters Score -82921.02 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -82974.367188 Penalty: 714.075256
	Iteration 3F: 3 clusters Score -82974.37 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -83017.468750 Penalty: 714.075256
	Iteration 4Q: 3 clusters Score -83017.47 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -83063.765625 Penalty: 714.075256
	Iteration 5Q: 3 clusters Score -83063.77 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -83107.648438 Penalty: 714.075256
	Iteration 6Q: 3 clusters Score -83107.65 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -83151.554688 Penalty: 714.075256
	Iteration 7Q: 3 clusters Score -83151.55 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -83218.679688 Penalty: 714.075256
	Iteration 8Q: 3 clusters Score -83218.68 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -83308.695312 Penalty: 714.075256
	Iteration 9Q: 3 clusters Score -83308.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -83400.328125 Penalty: 714.075256
	Iteration 10Q: 3 clusters Score -83400.33 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -83474.250000 Penalty: 714.075256
	Iteration 11Q: 3 clusters Score -83474.25 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -83526.406250 Penalty: 714.075256
	Iteration 12Q: 3 clusters Score -83526.41 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -83566.968750 Penalty: 714.075256
	Iteration 13Q: 3 clusters Score -83566.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -83595.164062 Penalty: 714.075256
	Iteration 14Q: 3 clusters Score -83595.16 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -83615.593750 Penalty: 714.075256
	Iteration 15Q: 3 clusters Score -83615.59 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -83628.109375 Penalty: 714.075256
	Iteration 16Q: 3 clusters Score -83628.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -83637.703125 Penalty: 714.075256
	Iteration 17Q: 3 clusters Score -83637.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -83645.156250 Penalty: 714.075256
	Iteration 18Q: 3 clusters Score -83645.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -83651.718750 Penalty: 714.075256
	Iteration 19Q: 3 clusters Score -83651.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -83658.921875 Penalty: 714.075256
	Iteration 20F: 3 clusters Score -83658.92 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -83665.320312 Penalty: 714.075256
	Iteration 21Q: 3 clusters Score -83665.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -83668.828125 Penalty: 714.075256
	Iteration 22Q: 3 clusters Score -83668.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -83671.476562 Penalty: 714.075256
	Iteration 23Q: 3 clusters Score -83671.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -83675.382812 Penalty: 714.075256
	Iteration 24Q: 3 clusters Score -83675.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -83677.507812 Penalty: 714.075256
	Iteration 25Q: 3 clusters Score -83677.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -83680.343750 Penalty: 714.075256
	Iteration 26Q: 3 clusters Score -83680.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -83683.101562 Penalty: 714.075256
	Iteration 27Q: 3 clusters Score -83683.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -83684.914062 Penalty: 714.075256
	Iteration 28Q: 3 clusters Score -83684.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -83685.734375 Penalty: 714.075256
	Iteration 29Q: 3 clusters Score -83685.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -83686.195312 Penalty: 714.075256
	Iteration 30Q: 3 clusters Score -83686.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -83687.218750 Penalty: 714.075256
	Iteration 31Q: 3 clusters Score -83687.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -83688.093750 Penalty: 714.075256
	Iteration 32Q: 3 clusters Score -83688.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -83688.906250 Penalty: 714.075256
	Iteration 33Q: 3 clusters Score -83688.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -83688.906250 Penalty: 714.075256
	Iteration 34F: 3 clusters Score -83688.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121184 members 
Entering Unmasked Estep 
Score: -3989310.250000 Penalty: 532.580505
	Iteration 0F: 2 clusters Score -3989310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60647 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -3907629.250000 Penalty: 1065.161011
	Iteration 0F: 3 clusters Score -3907629 nChanged 59345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62506 members 
Mstep: Class 2 contains 58678 members 
Entering Unmasked Estep 
Score: -3944960.000000 Penalty: 1065.161011
	Iteration 1F: 3 clusters Score -3944960 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63092 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -3948191.500000 Penalty: 1065.161011
	Iteration 2Q: 3 clusters Score -3948192 nChanged 6930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63670 members 
Mstep: Class 2 contains 57514 members 
Entering Unmasked Estep 
Score: -3953199.750000 Penalty: 1065.161011
	Iteration 3F: 3 clusters Score -3953200 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -3959462.500000 Penalty: 1065.161011
	Iteration 4F: 3 clusters Score -3959462 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65207 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -3964922.250000 Penalty: 1065.161011
	Iteration 5F: 3 clusters Score -3964922 nChanged 6077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65820 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -3967549.750000 Penalty: 1065.161011
	Iteration 6F: 3 clusters Score -3967550 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66193 members 
Mstep: Class 2 contains 54991 members 
Entering Unmasked Estep 
Score: -3968214.250000 Penalty: 1065.161011
	Iteration 7Q: 3 clusters Score -3968214 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66568 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -3968386.000000 Penalty: 1065.161011
	Iteration 8Q: 3 clusters Score -3968386 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 54188 members 
Entering Unmasked Estep 
Score: -3968500.500000 Penalty: 1065.161011
	Iteration 9Q: 3 clusters Score -3968500 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67501 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -3968549.750000 Penalty: 1065.161011
	Iteration 10Q: 3 clusters Score -3968550 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -3968631.500000 Penalty: 1065.161011
	Iteration 11Q: 3 clusters Score -3968632 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 52461 members 
Entering Unmasked Estep 
Score: -3968708.250000 Penalty: 1065.161011
	Iteration 12Q: 3 clusters Score -3968708 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 51783 members 
Entering Unmasked Estep 
Score: -3968796.500000 Penalty: 1065.161011
	Iteration 13Q: 3 clusters Score -3968796 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70095 members 
Mstep: Class 2 contains 51089 members 
Entering Unmasked Estep 
Score: -3968902.500000 Penalty: 1065.161011
	Iteration 14Q: 3 clusters Score -3968902 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70855 members 
Mstep: Class 2 contains 50329 members 
Entering Unmasked Estep 
Score: -3968977.750000 Penalty: 1065.161011
	Iteration 15Q: 3 clusters Score -3968978 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71724 members 
Mstep: Class 2 contains 49460 members 
Entering Unmasked Estep 
Score: -3969110.750000 Penalty: 1065.161011
	Iteration 16Q: 3 clusters Score -3969111 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72666 members 
Mstep: Class 2 contains 48518 members 
Entering Unmasked Estep 
Score: -3969225.000000 Penalty: 1065.161011
	Iteration 17Q: 3 clusters Score -3969225 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73638 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -3969339.750000 Penalty: 1065.161011
	Iteration 18Q: 3 clusters Score -3969340 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74694 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -3969523.750000 Penalty: 1065.161011
	Iteration 19Q: 3 clusters Score -3969524 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75885 members 
Mstep: Class 2 contains 45299 members 
Entering Unmasked Estep 
Score: -3969739.250000 Penalty: 1065.161011
	Iteration 20F: 3 clusters Score -3969739 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77181 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -3969974.000000 Penalty: 1065.161011
	Iteration 21Q: 3 clusters Score -3969974 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78555 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -3970153.250000 Penalty: 1065.161011
	Iteration 22Q: 3 clusters Score -3970153 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80060 members 
Mstep: Class 2 contains 41124 members 
Entering Unmasked Estep 
Score: -3970500.000000 Penalty: 1065.161011
	Iteration 23Q: 3 clusters Score -3970500 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81812 members 
Mstep: Class 2 contains 39372 members 
Entering Unmasked Estep 
Score: -3970923.500000 Penalty: 1065.161011
	Iteration 24Q: 3 clusters Score -3970924 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83684 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -3971383.250000 Penalty: 1065.161011
	Iteration 25Q: 3 clusters Score -3971383 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -3971948.750000 Penalty: 1065.161011
	Iteration 26Q: 3 clusters Score -3971949 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87997 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -3972592.000000 Penalty: 1065.161011
	Iteration 27Q: 3 clusters Score -3972592 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90311 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -3973346.750000 Penalty: 1065.161011
	Iteration 28Q: 3 clusters Score -3973347 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92753 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3974182.250000 Penalty: 1065.161011
	Iteration 29Q: 3 clusters Score -3974182 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95212 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3975172.250000 Penalty: 1065.161011
	Iteration 30Q: 3 clusters Score -3975172 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97689 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3976145.250000 Penalty: 1065.161011
	Iteration 31Q: 3 clusters Score -3976145 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100173 members 
Mstep: Class 2 contains 21011 members 
Entering Unmasked Estep 
Score: -3977221.250000 Penalty: 1065.161011
	Iteration 32Q: 3 clusters Score -3977221 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102702 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -3978388.000000 Penalty: 1065.161011
	Iteration 33Q: 3 clusters Score -3978388 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105162 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -3979641.750000 Penalty: 1065.161011
	Iteration 34Q: 3 clusters Score -3979642 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107572 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -3980864.250000 Penalty: 1065.161011
	Iteration 35Q: 3 clusters Score -3980864 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109770 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -3982088.250000 Penalty: 1065.161011
	Iteration 36Q: 3 clusters Score -3982088 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111788 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3983189.250000 Penalty: 1065.161011
	Iteration 37Q: 3 clusters Score -3983189 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113594 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -3984230.250000 Penalty: 1065.161011
	Iteration 38Q: 3 clusters Score -3984230 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115197 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -3985226.250000 Penalty: 1065.161011
	Iteration 39Q: 3 clusters Score -3985226 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116577 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -3986223.750000 Penalty: 1065.161011
	Iteration 40F: 3 clusters Score -3986224 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117763 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -3987026.250000 Penalty: 1065.161011
	Iteration 41Q: 3 clusters Score -3987026 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118630 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -3987607.500000 Penalty: 1065.161011
	Iteration 42Q: 3 clusters Score -3987608 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119262 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -3988047.000000 Penalty: 1065.161011
	Iteration 43Q: 3 clusters Score -3988047 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119702 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -3988359.750000 Penalty: 1065.161011
	Iteration 44Q: 3 clusters Score -3988360 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120004 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -3988577.500000 Penalty: 1065.161011
	Iteration 45Q: 3 clusters Score -3988578 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120201 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3988686.000000 Penalty: 1065.161011
	Iteration 46Q: 3 clusters Score -3988686 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120340 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3988761.500000 Penalty: 1065.161011
	Iteration 47Q: 3 clusters Score -3988762 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120434 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3988800.750000 Penalty: 1065.161011
	Iteration 48Q: 3 clusters Score -3988801 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120516 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3988827.750000 Penalty: 1065.161011
	Iteration 49Q: 3 clusters Score -3988828 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120569 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3988867.000000 Penalty: 1065.161011
	Iteration 50Q: 3 clusters Score -3988867 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120615 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3988885.000000 Penalty: 1065.161011
	Iteration 51Q: 3 clusters Score -3988885 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120648 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -3988902.500000 Penalty: 1065.161011
	Iteration 52Q: 3 clusters Score -3988902 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120674 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3988920.250000 Penalty: 1065.161011
	Iteration 53Q: 3 clusters Score -3988920 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120689 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -3988938.000000 Penalty: 1065.161011
	Iteration 54Q: 3 clusters Score -3988938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120700 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -3988944.500000 Penalty: 1065.161011
	Iteration 55Q: 3 clusters Score -3988944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120713 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3988951.500000 Penalty: 1065.161011
	Iteration 56Q: 3 clusters Score -3988952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120724 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3988954.000000 Penalty: 1065.161011
	Iteration 57Q: 3 clusters Score -3988954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120737 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3988956.000000 Penalty: 1065.161011
	Iteration 58Q: 3 clusters Score -3988956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120750 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -3988961.250000 Penalty: 1065.161011
	Iteration 59Q: 3 clusters Score -3988961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120757 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3988967.750000 Penalty: 1065.161011
	Iteration 60F: 3 clusters Score -3988968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120767 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3988974.000000 Penalty: 1065.161011
	Iteration 61Q: 3 clusters Score -3988974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120767 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3988973.750000 Penalty: 1065.161011
	Iteration 62Q: 3 clusters Score -3988974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120769 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -3988974.250000 Penalty: 1065.161011
	Iteration 63Q: 3 clusters Score -3988974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120771 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -3988975.000000 Penalty: 1065.161011
	Iteration 64Q: 3 clusters Score -3988975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120775 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3988976.500000 Penalty: 1065.161011
	Iteration 65Q: 3 clusters Score -3988976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120778 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3988979.000000 Penalty: 1065.161011
	Iteration 66Q: 3 clusters Score -3988979 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120778 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3988980.500000 Penalty: 1065.161011
	Iteration 67Q: 3 clusters Score -3988980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120781 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3988980.000000 Penalty: 1065.161011
	Iteration 68Q: 3 clusters Score -3988980 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120781 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3988980.000000 Penalty: 1065.161011
	Iteration 69F: 3 clusters Score -3988980 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Entering Unmasked Estep 
Score: -83406.765625 Penalty: 361.876007
	Iteration 0F: 2 clusters Score -83406.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -81454.265625 Penalty: 723.752014
	Iteration 0F: 3 clusters Score -81454.27 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -82292.687500 Penalty: 723.752014
	Iteration 1F: 3 clusters Score -82292.69 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -82458.234375 Penalty: 723.752014
	Iteration 2F: 3 clusters Score -82458.23 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -82616.968750 Penalty: 723.752014
	Iteration 3F: 3 clusters Score -82616.97 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -82713.976562 Penalty: 723.752014
	Iteration 4F: 3 clusters Score -82713.98 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -82783.343750 Penalty: 723.752014
	Iteration 5Q: 3 clusters Score -82783.34 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -82842.234375 Penalty: 723.752014
	Iteration 6Q: 3 clusters Score -82842.23 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -82872.070312 Penalty: 723.752014
	Iteration 7Q: 3 clusters Score -82872.07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -82898.257812 Penalty: 723.752014
	Iteration 8Q: 3 clusters Score -82898.26 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -82918.625000 Penalty: 723.752014
	Iteration 9Q: 3 clusters Score -82918.62 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -82932.265625 Penalty: 723.752014
	Iteration 10Q: 3 clusters Score -82932.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -82942.390625 Penalty: 723.752014
	Iteration 11Q: 3 clusters Score -82942.39 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -82954.835938 Penalty: 723.752014
	Iteration 12Q: 3 clusters Score -82954.84 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -82966.429688 Penalty: 723.752014
	Iteration 13Q: 3 clusters Score -82966.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -82975.304688 Penalty: 723.752014
	Iteration 14Q: 3 clusters Score -82975.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -82983.820312 Penalty: 723.752014
	Iteration 15Q: 3 clusters Score -82983.82 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -82990.179688 Penalty: 723.752014
	Iteration 16Q: 3 clusters Score -82990.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -82993.898438 Penalty: 723.752014
	Iteration 17Q: 3 clusters Score -82993.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -82995.648438 Penalty: 723.752014
	Iteration 18Q: 3 clusters Score -82995.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -82997.648438 Penalty: 723.752014
	Iteration 19Q: 3 clusters Score -82997.65 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -83000.312500 Penalty: 723.752014
	Iteration 20F: 3 clusters Score -83000.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -83002.609375 Penalty: 723.752014
	Iteration 21Q: 3 clusters Score -83002.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -83003.828125 Penalty: 723.752014
	Iteration 22Q: 3 clusters Score -83003.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -83005.039062 Penalty: 723.752014
	Iteration 23Q: 3 clusters Score -83005.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -83005.812500 Penalty: 723.752014
	Iteration 24Q: 3 clusters Score -83005.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -83006.460938 Penalty: 723.752014
	Iteration 25Q: 3 clusters Score -83006.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -83007.562500 Penalty: 723.752014
	Iteration 26Q: 3 clusters Score -83007.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -83007.875000 Penalty: 723.752014
	Iteration 27Q: 3 clusters Score -83007.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -83008.117188 Penalty: 723.752014
	Iteration 28Q: 3 clusters Score -83008.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -83008.664062 Penalty: 723.752014
	Iteration 29Q: 3 clusters Score -83008.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -83011.203125 Penalty: 723.752014
	Iteration 30Q: 3 clusters Score -83011.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -83015.226562 Penalty: 723.752014
	Iteration 31Q: 3 clusters Score -83015.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -83018.906250 Penalty: 723.752014
	Iteration 32Q: 3 clusters Score -83018.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -83020.984375 Penalty: 723.752014
	Iteration 33Q: 3 clusters Score -83020.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -83024.609375 Penalty: 723.752014
	Iteration 34Q: 3 clusters Score -83024.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -83028.109375 Penalty: 723.752014
	Iteration 35Q: 3 clusters Score -83028.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -83031.203125 Penalty: 723.752014
	Iteration 36Q: 3 clusters Score -83031.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -83031.937500 Penalty: 723.752014
	Iteration 37Q: 3 clusters Score -83031.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -83032.210938 Penalty: 723.752014
	Iteration 38Q: 3 clusters Score -83032.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -83032.507812 Penalty: 723.752014
	Iteration 39Q: 3 clusters Score -83032.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -83032.859375 Penalty: 723.752014
	Iteration 40F: 3 clusters Score -83032.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -83033.531250 Penalty: 723.752014
	Iteration 41Q: 3 clusters Score -83033.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -83033.960938 Penalty: 723.752014
	Iteration 42Q: 3 clusters Score -83033.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -83034.648438 Penalty: 723.752014
	Iteration 43Q: 3 clusters Score -83034.65 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -83035.742188 Penalty: 723.752014
	Iteration 44Q: 3 clusters Score -83035.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -83036.710938 Penalty: 723.752014
	Iteration 45Q: 3 clusters Score -83036.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -83037.132812 Penalty: 723.752014
	Iteration 46Q: 3 clusters Score -83037.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -83038.257812 Penalty: 723.752014
	Iteration 47Q: 3 clusters Score -83038.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -83039.273438 Penalty: 723.752014
	Iteration 48Q: 3 clusters Score -83039.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -83039.906250 Penalty: 723.752014
	Iteration 49Q: 3 clusters Score -83039.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -83040.351562 Penalty: 723.752014
	Iteration 50Q: 3 clusters Score -83040.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -83041.023438 Penalty: 723.752014
	Iteration 51Q: 3 clusters Score -83041.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -83041.226562 Penalty: 723.752014
	Iteration 52Q: 3 clusters Score -83041.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -83041.351562 Penalty: 723.752014
	Iteration 53Q: 3 clusters Score -83041.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -83041.789062 Penalty: 723.752014
	Iteration 54Q: 3 clusters Score -83041.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -83041.789062 Penalty: 723.752014
	Iteration 55F: 3 clusters Score -83041.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Entering Unmasked Estep 
Score: -216005.250000 Penalty: 402.652893
	Iteration 0F: 2 clusters Score -216005.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -211364.328125 Penalty: 805.305786
	Iteration 0F: 3 clusters Score -211364.3 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -213133.937500 Penalty: 805.305786
	Iteration 1F: 3 clusters Score -213133.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -213287.875000 Penalty: 805.305786
	Iteration 2F: 3 clusters Score -213287.9 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -213428.453125 Penalty: 805.305786
	Iteration 3F: 3 clusters Score -213428.5 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -213542.234375 Penalty: 805.305786
	Iteration 4Q: 3 clusters Score -213542.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -213672.328125 Penalty: 805.305786
	Iteration 5Q: 3 clusters Score -213672.3 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -213791.625000 Penalty: 805.305786
	Iteration 6Q: 3 clusters Score -213791.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -213896.640625 Penalty: 805.305786
	Iteration 7Q: 3 clusters Score -213896.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -214000.281250 Penalty: 805.305786
	Iteration 8Q: 3 clusters Score -214000.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -214132.390625 Penalty: 805.305786
	Iteration 9Q: 3 clusters Score -214132.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -214312.843750 Penalty: 805.305786
	Iteration 10Q: 3 clusters Score -214312.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -214564.328125 Penalty: 805.305786
	Iteration 11Q: 3 clusters Score -214564.3 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -214785.609375 Penalty: 805.305786
	Iteration 12Q: 3 clusters Score -214785.6 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -214980.375000 Penalty: 805.305786
	Iteration 13Q: 3 clusters Score -214980.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -215119.703125 Penalty: 805.305786
	Iteration 14Q: 3 clusters Score -215119.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -215219.343750 Penalty: 805.305786
	Iteration 15Q: 3 clusters Score -215219.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -215317.734375 Penalty: 805.305786
	Iteration 16Q: 3 clusters Score -215317.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -215409.515625 Penalty: 805.305786
	Iteration 17Q: 3 clusters Score -215409.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -215474.250000 Penalty: 805.305786
	Iteration 18Q: 3 clusters Score -215474.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -215518.718750 Penalty: 805.305786
	Iteration 19Q: 3 clusters Score -215518.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -215564.343750 Penalty: 805.305786
	Iteration 20F: 3 clusters Score -215564.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -215605.250000 Penalty: 805.305786
	Iteration 21Q: 3 clusters Score -215605.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -215631.203125 Penalty: 805.305786
	Iteration 22Q: 3 clusters Score -215631.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -215652.812500 Penalty: 805.305786
	Iteration 23Q: 3 clusters Score -215652.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -215666.968750 Penalty: 805.305786
	Iteration 24Q: 3 clusters Score -215667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -215673.578125 Penalty: 805.305786
	Iteration 25Q: 3 clusters Score -215673.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -215676.921875 Penalty: 805.305786
	Iteration 26Q: 3 clusters Score -215676.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -215679.921875 Penalty: 805.305786
	Iteration 27Q: 3 clusters Score -215679.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -215681.750000 Penalty: 805.305786
	Iteration 28Q: 3 clusters Score -215681.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -215681.671875 Penalty: 805.305786
	Iteration 29Q: 3 clusters Score -215681.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -215682.062500 Penalty: 805.305786
	Iteration 30Q: 3 clusters Score -215682.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -215682.062500 Penalty: 805.305786
	Iteration 31F: 3 clusters Score -215682.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (150006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150006 members 
Entering Unmasked Estep 
Score: -4979776.000000 Penalty: 542.288574
	Iteration 0F: 2 clusters Score -4979776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74905 members 
Mstep: Class 2 contains 75101 members 
Entering Unmasked Estep 
Score: -4878303.000000 Penalty: 1084.577148
	Iteration 0F: 3 clusters Score -4878303 nChanged 73470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73013 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -4923193.500000 Penalty: 1084.577148
	Iteration 1F: 3 clusters Score -4923194 nChanged 6190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72597 members 
Mstep: Class 2 contains 77409 members 
Entering Unmasked Estep 
Score: -4925291.500000 Penalty: 1084.577148
	Iteration 2Q: 3 clusters Score -4925292 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72112 members 
Mstep: Class 2 contains 77894 members 
Entering Unmasked Estep 
Score: -4928375.000000 Penalty: 1084.577148
	Iteration 3Q: 3 clusters Score -4928375 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71489 members 
Mstep: Class 2 contains 78517 members 
Entering Unmasked Estep 
Score: -4932622.000000 Penalty: 1084.577148
	Iteration 4F: 3 clusters Score -4932622 nChanged 8864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 79503 members 
Entering Unmasked Estep 
Score: -4938257.500000 Penalty: 1084.577148
	Iteration 5F: 3 clusters Score -4938258 nChanged 9240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69483 members 
Mstep: Class 2 contains 80523 members 
Entering Unmasked Estep 
Score: -4944331.000000 Penalty: 1084.577148
	Iteration 6F: 3 clusters Score -4944331 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68695 members 
Mstep: Class 2 contains 81311 members 
Entering Unmasked Estep 
Score: -4949370.500000 Penalty: 1084.577148
	Iteration 7F: 3 clusters Score -4949370 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68195 members 
Mstep: Class 2 contains 81811 members 
Entering Unmasked Estep 
Score: -4951694.500000 Penalty: 1084.577148
	Iteration 8Q: 3 clusters Score -4951694 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67885 members 
Mstep: Class 2 contains 82121 members 
Entering Unmasked Estep 
Score: -4952474.500000 Penalty: 1084.577148
	Iteration 9Q: 3 clusters Score -4952474 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67663 members 
Mstep: Class 2 contains 82343 members 
Entering Unmasked Estep 
Score: -4952743.000000 Penalty: 1084.577148
	Iteration 10Q: 3 clusters Score -4952743 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67435 members 
Mstep: Class 2 contains 82571 members 
Entering Unmasked Estep 
Score: -4952874.500000 Penalty: 1084.577148
	Iteration 11Q: 3 clusters Score -4952874 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67201 members 
Mstep: Class 2 contains 82805 members 
Entering Unmasked Estep 
Score: -4952920.000000 Penalty: 1084.577148
	Iteration 12Q: 3 clusters Score -4952920 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67014 members 
Mstep: Class 2 contains 82992 members 
Entering Unmasked Estep 
Score: -4952908.500000 Penalty: 1084.577148
	Iteration 13Q: 3 clusters Score -4952908 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66848 members 
Mstep: Class 2 contains 83158 members 
Entering Unmasked Estep 
Score: -4952968.500000 Penalty: 1084.577148
	Iteration 14Q: 3 clusters Score -4952968 nChanged 641
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66745 members 
Mstep: Class 2 contains 83261 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -4953027 nChanged 636
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66693 members 
Mstep: Class 2 contains 83313 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4953058 nChanged 633
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66690 members 
Mstep: Class 2 contains 83316 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4953140 nChanged 646
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66656 members 
Mstep: Class 2 contains 83350 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4953170 nChanged 691
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66647 members 
Mstep: Class 2 contains 83359 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -4953268 nChanged 680
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Mstep: Class 1 contains 66697 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -4953321 nChanged 689
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66778 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4953371 nChanged 776
Entering Unmasked Mstep 
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Mstep: Class 1 contains 66900 members 
Mstep: Class 2 contains 83106 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4953459 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67110 members 
Mstep: Class 2 contains 82896 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4953532 nChanged 770
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67288 members 
Mstep: Class 2 contains 82718 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -4953570 nChanged 790
Entering Unmasked Mstep 
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Mstep: Class 1 contains 67542 members 
Mstep: Class 2 contains 82464 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -4953655 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 82137 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4953734 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 81715 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4953802 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 81232 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4953976 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69316 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4954086 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69960 members 
Mstep: Class 2 contains 80046 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4954190 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70728 members 
Mstep: Class 2 contains 79278 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -4954344 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 78384 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4954552 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72690 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4954792 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73930 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4955090 nChanged 1673
Entering Unmasked Mstep 
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Mstep: Class 1 contains 75375 members 
Mstep: Class 2 contains 74631 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4955475 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 73029 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4955819 nChanged 1939
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78756 members 
Mstep: Class 2 contains 71250 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4956270 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80772 members 
Mstep: Class 2 contains 69234 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4956792 nChanged 2338
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82972 members 
Mstep: Class 2 contains 67034 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4957416 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 64715 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4958181 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87808 members 
Mstep: Class 2 contains 62198 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4958982 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90500 members 
Mstep: Class 2 contains 59506 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4959948 nChanged 2928
Entering Unmasked Mstep 
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Mstep: Class 1 contains 93372 members 
Mstep: Class 2 contains 56634 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4961168 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96415 members 
Mstep: Class 2 contains 53591 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4962510 nChanged 3194
Entering Unmasked Mstep 
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Mstep: Class 1 contains 99567 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4963898 nChanged 3139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 102656 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4965431 nChanged 3048
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Mstep: Class 1 contains 105654 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4966874 nChanged 2774
Entering Unmasked Mstep 
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Mstep: Class 1 contains 108398 members 
Mstep: Class 2 contains 41608 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4968168 nChanged 2595
Entering Unmasked Mstep 
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Mstep: Class 1 contains 110957 members 
Mstep: Class 2 contains 39049 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4969250 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113323 members 
Mstep: Class 2 contains 36683 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4970269 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115549 members 
Mstep: Class 2 contains 34457 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4971197 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117627 members 
Mstep: Class 2 contains 32379 members 
Entering Unmasked Estep 
Score: -4971983.500000 Penalty: 1084.577148
	Iteration 52Q: 3 clusters Score -4971984 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119520 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4972651 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121217 members 
Mstep: Class 2 contains 28789 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4973201 nChanged 1520
Entering Unmasked Mstep 
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Mstep: Class 1 contains 122737 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4973651 nChanged 1414
Entering Unmasked Mstep 
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Mstep: Class 1 contains 124151 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4974048 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125439 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4974408 nChanged 1155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 126594 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4974734 nChanged 1048
Entering Unmasked Mstep 
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Mstep: Class 1 contains 127642 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -4975006.500000 Penalty: 1084.577148
	Iteration 59Q: 3 clusters Score -4975006 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128614 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4975368 nChanged 1033
Entering Unmasked Mstep 
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Mstep: Class 1 contains 129647 members 
Mstep: Class 2 contains 20359 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4975650 nChanged 966
Entering Unmasked Mstep 
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Mstep: Class 1 contains 130613 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -4975932 nChanged 915
Entering Unmasked Mstep 
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Mstep: Class 1 contains 131528 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4976211 nChanged 878
Entering Unmasked Mstep 
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Mstep: Class 1 contains 132406 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4976433 nChanged 808
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133214 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4976628 nChanged 737
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133951 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4976789 nChanged 680
Entering Unmasked Mstep 
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Mstep: Class 1 contains 134631 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -4976931.500000 Penalty: 1084.577148
	Iteration 67Q: 3 clusters Score -4976932 nChanged 594
Entering Unmasked Mstep 
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Mstep: Class 1 contains 135225 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4977086 nChanged 540
Entering Unmasked Mstep 
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Mstep: Class 1 contains 135765 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -4977230 nChanged 492
Entering Unmasked Mstep 
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Mstep: Class 1 contains 136257 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4977296 nChanged 471
Entering Unmasked Mstep 
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Mstep: Class 1 contains 136728 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -4977385 nChanged 444
Entering Unmasked Mstep 
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Mstep: Class 1 contains 137172 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -4977426 nChanged 397
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Mstep: Class 1 contains 137569 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -4977491 nChanged 387
Entering Unmasked Mstep 
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Mstep: Class 1 contains 137956 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4977568 nChanged 377
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Mstep: Class 1 contains 138333 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -4977626 nChanged 357
Entering Unmasked Mstep 
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Mstep: Class 1 contains 138690 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4977663 nChanged 301
Entering Unmasked Mstep 
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Mstep: Class 1 contains 138991 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -4977721 nChanged 285
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139276 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -4977752 nChanged 275
Entering Unmasked Mstep 
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Mstep: Class 1 contains 139551 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4977791.500000 Penalty: 1084.577148
	Iteration 79Q: 3 clusters Score -4977792 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139791 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4977820 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140025 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -4977856 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140254 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4977900 nChanged 239
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140493 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4977934 nChanged 232
Entering Unmasked Mstep 
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Mstep: Class 1 contains 140725 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4977948 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140947 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -4977988 nChanged 228
Entering Unmasked Mstep 
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Mstep: Class 1 contains 141175 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -4978022 nChanged 218
Entering Unmasked Mstep 
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Mstep: Class 1 contains 141393 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -4978052 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 141616 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -4978088 nChanged 202
Entering Unmasked Mstep 
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Mstep: Class 1 contains 141818 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4978093 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 142001 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4978102 nChanged 157
Entering Unmasked Mstep 
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Mstep: Class 1 contains 142158 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4978108 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 142317 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4978132 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 142469 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4978148 nChanged 131
Entering Unmasked Mstep 
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Mstep: Class 1 contains 142600 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4978166 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142725 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4978186 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142859 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -4978209.500000 Penalty: 1084.577148
	Iteration 96Q: 3 clusters Score -4978210 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142988 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4978242 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143121 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -4978257.500000 Penalty: 1084.577148
	Iteration 98Q: 3 clusters Score -4978258 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143260 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4978259 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143382 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -4978286.500000 Penalty: 1084.577148
	Iteration 100F: 3 clusters Score -4978286 nChanged 120
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Mstep: Class 1 contains 143502 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -4978310.500000 Penalty: 1084.577148
	Iteration 101Q: 3 clusters Score -4978310 nChanged 89
Entering Unmasked Mstep 
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Mstep: Class 1 contains 143591 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4978313 nChanged 101
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Mstep: Class 1 contains 143692 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4978330 nChanged 94
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Mstep: Class 1 contains 143784 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4978348 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 143880 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4978350 nChanged 100
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Mstep: Class 1 contains 143980 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4978360 nChanged 102
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Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -4978375.500000 Penalty: 1084.577148
	Iteration 107Q: 3 clusters Score -4978376 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144203 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -4978408.500000 Penalty: 1084.577148
	Iteration 108Q: 3 clusters Score -4978408 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144335 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -4978432.500000 Penalty: 1084.577148
	Iteration 109Q: 3 clusters Score -4978432 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144476 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -4978451.000000 Penalty: 1084.577148
	Iteration 110Q: 3 clusters Score -4978451 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144584 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -4978456.500000 Penalty: 1084.577148
	Iteration 111Q: 3 clusters Score -4978456 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144689 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -4978458.500000 Penalty: 1084.577148
	Iteration 112Q: 3 clusters Score -4978458 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144813 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -4978476.500000 Penalty: 1084.577148
	Iteration 113Q: 3 clusters Score -4978476 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144950 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -4978496.000000 Penalty: 1084.577148
	Iteration 114Q: 3 clusters Score -4978496 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145083 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -4978524.500000 Penalty: 1084.577148
	Iteration 115Q: 3 clusters Score -4978524 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145199 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -4978535.500000 Penalty: 1084.577148
	Iteration 116Q: 3 clusters Score -4978536 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145322 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -4978549.500000 Penalty: 1084.577148
	Iteration 117Q: 3 clusters Score -4978550 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145440 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -4978548.500000 Penalty: 1084.577148
	Iteration 118Q: 3 clusters Score -4978548 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145532 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -4978566.000000 Penalty: 1084.577148
	Iteration 119Q: 3 clusters Score -4978566 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145631 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -4978592.500000 Penalty: 1084.577148
	Iteration 120F: 3 clusters Score -4978592 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145732 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -4978592.500000 Penalty: 1084.577148
	Iteration 121Q: 3 clusters Score -4978592 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145836 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -4978596.500000 Penalty: 1084.577148
	Iteration 122Q: 3 clusters Score -4978596 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145935 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -4978625.000000 Penalty: 1084.577148
	Iteration 123Q: 3 clusters Score -4978625 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146034 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -4978627.500000 Penalty: 1084.577148
	Iteration 124Q: 3 clusters Score -4978628 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146139 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -4978645.500000 Penalty: 1084.577148
	Iteration 125Q: 3 clusters Score -4978646 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146259 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -4978662.500000 Penalty: 1084.577148
	Iteration 126Q: 3 clusters Score -4978662 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146368 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -4978672.000000 Penalty: 1084.577148
	Iteration 127Q: 3 clusters Score -4978672 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146485 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -4978687.000000 Penalty: 1084.577148
	Iteration 128Q: 3 clusters Score -4978687 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146591 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -4978709.500000 Penalty: 1084.577148
	Iteration 129Q: 3 clusters Score -4978710 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146702 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -4978723.500000 Penalty: 1084.577148
	Iteration 130Q: 3 clusters Score -4978724 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146802 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4978729.000000 Penalty: 1084.577148
	Iteration 131Q: 3 clusters Score -4978729 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146911 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -4978734.500000 Penalty: 1084.577148
	Iteration 132Q: 3 clusters Score -4978734 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147026 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -4978755.000000 Penalty: 1084.577148
	Iteration 133Q: 3 clusters Score -4978755 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147143 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -4978768.500000 Penalty: 1084.577148
	Iteration 134Q: 3 clusters Score -4978768 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147257 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -4978784.000000 Penalty: 1084.577148
	Iteration 135Q: 3 clusters Score -4978784 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147374 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -4978818.500000 Penalty: 1084.577148
	Iteration 136Q: 3 clusters Score -4978818 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147495 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4978835.000000 Penalty: 1084.577148
	Iteration 137Q: 3 clusters Score -4978835 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147618 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -4978873.000000 Penalty: 1084.577148
	Iteration 138Q: 3 clusters Score -4978873 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147751 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -4978894.500000 Penalty: 1084.577148
	Iteration 139Q: 3 clusters Score -4978894 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147872 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -4978917.000000 Penalty: 1084.577148
	Iteration 140F: 3 clusters Score -4978917 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147976 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -4978936.000000 Penalty: 1084.577148
	Iteration 141Q: 3 clusters Score -4978936 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148088 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -4978955.000000 Penalty: 1084.577148
	Iteration 142Q: 3 clusters Score -4978955 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148202 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -4978973.000000 Penalty: 1084.577148
	Iteration 143Q: 3 clusters Score -4978973 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148305 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -4978999.000000 Penalty: 1084.577148
	Iteration 144Q: 3 clusters Score -4978999 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148405 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -4979021.500000 Penalty: 1084.577148
	Iteration 145Q: 3 clusters Score -4979022 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148495 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4979036.500000 Penalty: 1084.577148
	Iteration 146Q: 3 clusters Score -4979036 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148564 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -4979050.000000 Penalty: 1084.577148
	Iteration 147Q: 3 clusters Score -4979050 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148632 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -4979075.000000 Penalty: 1084.577148
	Iteration 148Q: 3 clusters Score -4979075 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148700 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -4979091.500000 Penalty: 1084.577148
	Iteration 149Q: 3 clusters Score -4979092 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148771 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4979120.500000 Penalty: 1084.577148
	Iteration 150Q: 3 clusters Score -4979120 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148824 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -4979136.500000 Penalty: 1084.577148
	Iteration 151Q: 3 clusters Score -4979136 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148875 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -4979147.000000 Penalty: 1084.577148
	Iteration 152Q: 3 clusters Score -4979147 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148934 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4979163.500000 Penalty: 1084.577148
	Iteration 153Q: 3 clusters Score -4979164 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148989 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4979178.500000 Penalty: 1084.577148
	Iteration 154Q: 3 clusters Score -4979178 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149040 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4979188.500000 Penalty: 1084.577148
	Iteration 155Q: 3 clusters Score -4979188 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149085 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -4979195.000000 Penalty: 1084.577148
	Iteration 156Q: 3 clusters Score -4979195 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149133 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -4979207.500000 Penalty: 1084.577148
	Iteration 157Q: 3 clusters Score -4979208 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149185 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4979235.500000 Penalty: 1084.577148
	Iteration 158Q: 3 clusters Score -4979236 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149229 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -4979240.500000 Penalty: 1084.577148
	Iteration 159Q: 3 clusters Score -4979240 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149266 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -4979253.000000 Penalty: 1084.577148
	Iteration 160F: 3 clusters Score -4979253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149305 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4979264.000000 Penalty: 1084.577148
	Iteration 161Q: 3 clusters Score -4979264 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149338 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4979281.500000 Penalty: 1084.577148
	Iteration 162Q: 3 clusters Score -4979282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149364 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -4979281.500000 Penalty: 1084.577148
	Iteration 163Q: 3 clusters Score -4979282 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149393 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4979294.000000 Penalty: 1084.577148
	Iteration 164Q: 3 clusters Score -4979294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149423 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -4979311.000000 Penalty: 1084.577148
	Iteration 165Q: 3 clusters Score -4979311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149456 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -4979319.000000 Penalty: 1084.577148
	Iteration 166Q: 3 clusters Score -4979319 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149478 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4979327.500000 Penalty: 1084.577148
	Iteration 167Q: 3 clusters Score -4979328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149494 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4979335.000000 Penalty: 1084.577148
	Iteration 168Q: 3 clusters Score -4979335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149512 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4979351.500000 Penalty: 1084.577148
	Iteration 169Q: 3 clusters Score -4979352 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149526 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4979353.000000 Penalty: 1084.577148
	Iteration 170Q: 3 clusters Score -4979353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149539 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -4979356.000000 Penalty: 1084.577148
	Iteration 171Q: 3 clusters Score -4979356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149549 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4979355.500000 Penalty: 1084.577148
	Iteration 172Q: 3 clusters Score -4979356 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149560 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4979358.000000 Penalty: 1084.577148
	Iteration 173Q: 3 clusters Score -4979358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149565 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -4979361.500000 Penalty: 1084.577148
	Iteration 174Q: 3 clusters Score -4979362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149571 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -4979360.000000 Penalty: 1084.577148
	Iteration 175Q: 3 clusters Score -4979360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149576 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4979358.500000 Penalty: 1084.577148
	Iteration 176Q: 3 clusters Score -4979358 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149583 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4979365.000000 Penalty: 1084.577148
	Iteration 177Q: 3 clusters Score -4979365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149590 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -4979368.500000 Penalty: 1084.577148
	Iteration 178Q: 3 clusters Score -4979368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149597 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -4979367.000000 Penalty: 1084.577148
	Iteration 179Q: 3 clusters Score -4979367 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149604 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -4979367.500000 Penalty: 1084.577148
	Iteration 180F: 3 clusters Score -4979368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149605 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4979367.500000 Penalty: 1084.577148
	Iteration 181Q: 3 clusters Score -4979368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149605 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -4979367.500000 Penalty: 1084.577148
	Iteration 182F: 3 clusters Score -4979368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Entering Unmasked Estep 
Score: -1606493.500000 Penalty: 494.207642
	Iteration 0F: 2 clusters Score -1606494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -1571491.625000 Penalty: 988.415283
	Iteration 0F: 3 clusters Score -1571492 nChanged 25282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -1587188.375000 Penalty: 988.415283
	Iteration 1F: 3 clusters Score -1587188 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35132 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -1589541.875000 Penalty: 988.415283
	Iteration 2F: 3 clusters Score -1589542 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39896 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -1593510.500000 Penalty: 988.415283
	Iteration 3F: 3 clusters Score -1593510 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1598661.000000 Penalty: 988.415283
	Iteration 4F: 3 clusters Score -1598661 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49115 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1603031.000000 Penalty: 988.415283
	Iteration 5F: 3 clusters Score -1603031 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51191 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1605160.000000 Penalty: 988.415283
	Iteration 6Q: 3 clusters Score -1605160 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1605837.250000 Penalty: 988.415283
	Iteration 7Q: 3 clusters Score -1605837 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52044 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -1606007.625000 Penalty: 988.415283
	Iteration 8Q: 3 clusters Score -1606008 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1606060.000000 Penalty: 988.415283
	Iteration 9Q: 3 clusters Score -1606060 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1606083.500000 Penalty: 988.415283
	Iteration 10Q: 3 clusters Score -1606084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -1606092.250000 Penalty: 988.415283
	Iteration 11Q: 3 clusters Score -1606092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1606096.000000 Penalty: 988.415283
	Iteration 12Q: 3 clusters Score -1606096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52078 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -1606098.125000 Penalty: 988.415283
	Iteration 13Q: 3 clusters Score -1606098 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -1606098.625000 Penalty: 988.415283
	Iteration 14Q: 3 clusters Score -1606099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1606099.000000 Penalty: 988.415283
	Iteration 15Q: 3 clusters Score -1606099 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1606098.875000 Penalty: 988.415283
	Iteration 16Q: 3 clusters Score -1606099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52080 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -1606098.875000 Penalty: 988.415283
	Iteration 17F: 3 clusters Score -1606099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -212549.390625 Penalty: 400.384613
	Iteration 0F: 2 clusters Score -212549.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -208085.328125 Penalty: 800.769226
	Iteration 0F: 3 clusters Score -208085.3 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -210001.328125 Penalty: 800.769226
	Iteration 1F: 3 clusters Score -210001.3 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -210399.406250 Penalty: 800.769226
	Iteration 2F: 3 clusters Score -210399.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -210843.703125 Penalty: 800.769226
	Iteration 3F: 3 clusters Score -210843.7 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -211328.062500 Penalty: 800.769226
	Iteration 4F: 3 clusters Score -211328.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -211674.312500 Penalty: 800.769226
	Iteration 5F: 3 clusters Score -211674.3 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -211935.750000 Penalty: 800.769226
	Iteration 6Q: 3 clusters Score -211935.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -212077.906250 Penalty: 800.769226
	Iteration 7Q: 3 clusters Score -212077.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -212130.437500 Penalty: 800.769226
	Iteration 8Q: 3 clusters Score -212130.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -212152.250000 Penalty: 800.769226
	Iteration 9Q: 3 clusters Score -212152.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -212178.234375 Penalty: 800.769226
	Iteration 10Q: 3 clusters Score -212178.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -212189.921875 Penalty: 800.769226
	Iteration 11Q: 3 clusters Score -212189.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -212200.765625 Penalty: 800.769226
	Iteration 12Q: 3 clusters Score -212200.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -212210.265625 Penalty: 800.769226
	Iteration 13Q: 3 clusters Score -212210.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -212215.968750 Penalty: 800.769226
	Iteration 14Q: 3 clusters Score -212216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -212218.921875 Penalty: 800.769226
	Iteration 15Q: 3 clusters Score -212218.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -212220.828125 Penalty: 800.769226
	Iteration 16Q: 3 clusters Score -212220.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -212224.234375 Penalty: 800.769226
	Iteration 17Q: 3 clusters Score -212224.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -212225.640625 Penalty: 800.769226
	Iteration 18Q: 3 clusters Score -212225.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -212226.765625 Penalty: 800.769226
	Iteration 19Q: 3 clusters Score -212226.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -212227.062500 Penalty: 800.769226
	Iteration 20F: 3 clusters Score -212227.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -212227.531250 Penalty: 800.769226
	Iteration 21Q: 3 clusters Score -212227.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -212227.828125 Penalty: 800.769226
	Iteration 22Q: 3 clusters Score -212227.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -212228.062500 Penalty: 800.769226
	Iteration 23Q: 3 clusters Score -212228.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -212228.062500 Penalty: 800.769226
	Iteration 24F: 3 clusters Score -212228.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Entering Unmasked Estep 
Score: -778631.937500 Penalty: 459.851776
	Iteration 0F: 2 clusters Score -778631.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -762302.062500 Penalty: 919.703552
	Iteration 0F: 3 clusters Score -762302.1 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -768906.125000 Penalty: 919.703552
	Iteration 1F: 3 clusters Score -768906.1 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -769167.875000 Penalty: 919.703552
	Iteration 2Q: 3 clusters Score -769167.9 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -769535.687500 Penalty: 919.703552
	Iteration 3Q: 3 clusters Score -769535.7 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -770006.250000 Penalty: 919.703552
	Iteration 4Q: 3 clusters Score -770006.2 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -770671.750000 Penalty: 919.703552
	Iteration 5Q: 3 clusters Score -770671.8 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -771601.750000 Penalty: 919.703552
	Iteration 6F: 3 clusters Score -771601.8 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -772753.875000 Penalty: 919.703552
	Iteration 7F: 3 clusters Score -772753.9 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -773782.312500 Penalty: 919.703552
	Iteration 8F: 3 clusters Score -773782.3 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -774420.062500 Penalty: 919.703552
	Iteration 9Q: 3 clusters Score -774420.1 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -774726.937500 Penalty: 919.703552
	Iteration 10Q: 3 clusters Score -774726.9 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -774939.750000 Penalty: 919.703552
	Iteration 11Q: 3 clusters Score -774939.8 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -775105.312500 Penalty: 919.703552
	Iteration 12Q: 3 clusters Score -775105.3 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -775241.937500 Penalty: 919.703552
	Iteration 13Q: 3 clusters Score -775241.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -775392.875000 Penalty: 919.703552
	Iteration 14Q: 3 clusters Score -775392.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -775552.937500 Penalty: 919.703552
	Iteration 15Q: 3 clusters Score -775552.9 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -775696.500000 Penalty: 919.703552
	Iteration 16Q: 3 clusters Score -775696.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 17826 members 
Entering Unmasked Estep 
Score: -775821.562500 Penalty: 919.703552
	Iteration 17Q: 3 clusters Score -775821.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -775936.812500 Penalty: 919.703552
	Iteration 18Q: 3 clusters Score -775936.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -776052.937500 Penalty: 919.703552
	Iteration 19Q: 3 clusters Score -776052.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -776152.812500 Penalty: 919.703552
	Iteration 20F: 3 clusters Score -776152.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -776272.187500 Penalty: 919.703552
	Iteration 21Q: 3 clusters Score -776272.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -776388.000000 Penalty: 919.703552
	Iteration 22Q: 3 clusters Score -776388 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -776511.875000 Penalty: 919.703552
	Iteration 23Q: 3 clusters Score -776511.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 19764 members 
Entering Unmasked Estep 
Score: -776619.062500 Penalty: 919.703552
	Iteration 24Q: 3 clusters Score -776619.1 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -776725.250000 Penalty: 919.703552
	Iteration 25Q: 3 clusters Score -776725.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -776848.562500 Penalty: 919.703552
	Iteration 26Q: 3 clusters Score -776848.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -776981.375000 Penalty: 919.703552
	Iteration 27Q: 3 clusters Score -776981.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -777110.125000 Penalty: 919.703552
	Iteration 28Q: 3 clusters Score -777110.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -777223.312500 Penalty: 919.703552
	Iteration 29Q: 3 clusters Score -777223.3 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -777333.187500 Penalty: 919.703552
	Iteration 30Q: 3 clusters Score -777333.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -777439.187500 Penalty: 919.703552
	Iteration 31Q: 3 clusters Score -777439.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -777541.312500 Penalty: 919.703552
	Iteration 32Q: 3 clusters Score -777541.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -777641.687500 Penalty: 919.703552
	Iteration 33Q: 3 clusters Score -777641.7 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -777718.375000 Penalty: 919.703552
	Iteration 34Q: 3 clusters Score -777718.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -777793.687500 Penalty: 919.703552
	Iteration 35Q: 3 clusters Score -777793.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -777862.125000 Penalty: 919.703552
	Iteration 36Q: 3 clusters Score -777862.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -777913.625000 Penalty: 919.703552
	Iteration 37Q: 3 clusters Score -777913.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -777968.312500 Penalty: 919.703552
	Iteration 38Q: 3 clusters Score -777968.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -778018.187500 Penalty: 919.703552
	Iteration 39Q: 3 clusters Score -778018.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -778060.125000 Penalty: 919.703552
	Iteration 40F: 3 clusters Score -778060.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -778092.625000 Penalty: 919.703552
	Iteration 41Q: 3 clusters Score -778092.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -778125.500000 Penalty: 919.703552
	Iteration 42Q: 3 clusters Score -778125.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -778150.250000 Penalty: 919.703552
	Iteration 43Q: 3 clusters Score -778150.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -778172.312500 Penalty: 919.703552
	Iteration 44Q: 3 clusters Score -778172.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -778190.812500 Penalty: 919.703552
	Iteration 45Q: 3 clusters Score -778190.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23750 members 
Entering Unmasked Estep 
Score: -778203.500000 Penalty: 919.703552
	Iteration 46Q: 3 clusters Score -778203.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -778212.187500 Penalty: 919.703552
	Iteration 47Q: 3 clusters Score -778212.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -778221.687500 Penalty: 919.703552
	Iteration 48Q: 3 clusters Score -778221.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -778227.500000 Penalty: 919.703552
	Iteration 49Q: 3 clusters Score -778227.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -778233.062500 Penalty: 919.703552
	Iteration 50Q: 3 clusters Score -778233.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 23890 members 
Entering Unmasked Estep 
Score: -778239.687500 Penalty: 919.703552
	Iteration 51Q: 3 clusters Score -778239.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -778248.000000 Penalty: 919.703552
	Iteration 52Q: 3 clusters Score -778248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -778252.250000 Penalty: 919.703552
	Iteration 53Q: 3 clusters Score -778252.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -778255.687500 Penalty: 919.703552
	Iteration 54Q: 3 clusters Score -778255.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -778261.250000 Penalty: 919.703552
	Iteration 55Q: 3 clusters Score -778261.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 23970 members 
Entering Unmasked Estep 
Score: -778262.875000 Penalty: 919.703552
	Iteration 56Q: 3 clusters Score -778262.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 23980 members 
Entering Unmasked Estep 
Score: -778264.312500 Penalty: 919.703552
	Iteration 57Q: 3 clusters Score -778264.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -778265.375000 Penalty: 919.703552
	Iteration 58Q: 3 clusters Score -778265.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -778265.625000 Penalty: 919.703552
	Iteration 59Q: 3 clusters Score -778265.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -778268.937500 Penalty: 919.703552
	Iteration 60F: 3 clusters Score -778268.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 24010 members 
Entering Unmasked Estep 
Score: -778271.937500 Penalty: 919.703552
	Iteration 61Q: 3 clusters Score -778271.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -778273.750000 Penalty: 919.703552
	Iteration 62Q: 3 clusters Score -778273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -778275.500000 Penalty: 919.703552
	Iteration 63Q: 3 clusters Score -778275.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -778276.562500 Penalty: 919.703552
	Iteration 64Q: 3 clusters Score -778276.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -778278.187500 Penalty: 919.703552
	Iteration 65Q: 3 clusters Score -778278.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -778277.125000 Penalty: 919.703552
	Iteration 66Q: 3 clusters Score -778277.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 24030 members 
Entering Unmasked Estep 
Score: -778277.375000 Penalty: 919.703552
	Iteration 67Q: 3 clusters Score -778277.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -778277.625000 Penalty: 919.703552
	Iteration 68Q: 3 clusters Score -778277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -778277.687500 Penalty: 919.703552
	Iteration 69Q: 3 clusters Score -778277.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -778278.125000 Penalty: 919.703552
	Iteration 70Q: 3 clusters Score -778278.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 24036 members 
Entering Unmasked Estep 
Score: -778280.250000 Penalty: 919.703552
	Iteration 71Q: 3 clusters Score -778280.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -778282.437500 Penalty: 919.703552
	Iteration 72Q: 3 clusters Score -778282.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 24046 members 
Entering Unmasked Estep 
Score: -778282.375000 Penalty: 919.703552
	Iteration 73Q: 3 clusters Score -778282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 24049 members 
Entering Unmasked Estep 
Score: -778282.750000 Penalty: 919.703552
	Iteration 74Q: 3 clusters Score -778282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 24056 members 
Entering Unmasked Estep 
Score: -778284.562500 Penalty: 919.703552
	Iteration 75Q: 3 clusters Score -778284.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -778285.500000 Penalty: 919.703552
	Iteration 76Q: 3 clusters Score -778285.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -778286.750000 Penalty: 919.703552
	Iteration 77Q: 3 clusters Score -778286.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -778287.812500 Penalty: 919.703552
	Iteration 78Q: 3 clusters Score -778287.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 24077 members 
Entering Unmasked Estep 
Score: -778288.875000 Penalty: 919.703552
	Iteration 79Q: 3 clusters Score -778288.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -778290.000000 Penalty: 919.703552
	Iteration 80F: 3 clusters Score -778290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 24086 members 
Entering Unmasked Estep 
Score: -778290.062500 Penalty: 919.703552
	Iteration 81Q: 3 clusters Score -778290.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 24092 members 
Entering Unmasked Estep 
Score: -778291.187500 Penalty: 919.703552
	Iteration 82Q: 3 clusters Score -778291.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -778291.687500 Penalty: 919.703552
	Iteration 83Q: 3 clusters Score -778291.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -778291.437500 Penalty: 919.703552
	Iteration 84Q: 3 clusters Score -778291.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -778292.125000 Penalty: 919.703552
	Iteration 85Q: 3 clusters Score -778292.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 24106 members 
Entering Unmasked Estep 
Score: -778293.375000 Penalty: 919.703552
	Iteration 86Q: 3 clusters Score -778293.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -778294.687500 Penalty: 919.703552
	Iteration 87Q: 3 clusters Score -778294.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -778294.125000 Penalty: 919.703552
	Iteration 88Q: 3 clusters Score -778294.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -778295.062500 Penalty: 919.703552
	Iteration 89Q: 3 clusters Score -778295.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 24118 members 
Entering Unmasked Estep 
Score: -778297.500000 Penalty: 919.703552
	Iteration 90Q: 3 clusters Score -778297.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -778298.000000 Penalty: 919.703552
	Iteration 91Q: 3 clusters Score -778298 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -778298.937500 Penalty: 919.703552
	Iteration 92Q: 3 clusters Score -778298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -778299.500000 Penalty: 919.703552
	Iteration 93Q: 3 clusters Score -778299.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -778300.437500 Penalty: 919.703552
	Iteration 94Q: 3 clusters Score -778300.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -778301.312500 Penalty: 919.703552
	Iteration 95Q: 3 clusters Score -778301.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24133 members 
Entering Unmasked Estep 
Score: -778302.437500 Penalty: 919.703552
	Iteration 96Q: 3 clusters Score -778302.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -778302.875000 Penalty: 919.703552
	Iteration 97Q: 3 clusters Score -778302.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -778302.687500 Penalty: 919.703552
	Iteration 98Q: 3 clusters Score -778302.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 24139 members 
Entering Unmasked Estep 
Score: -778306.312500 Penalty: 919.703552
	Iteration 99Q: 3 clusters Score -778306.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 24140 members 
Entering Unmasked Estep 
Score: -778306.062500 Penalty: 919.703552
	Iteration 100F: 3 clusters Score -778306.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -778306.187500 Penalty: 919.703552
	Iteration 101Q: 3 clusters Score -778306.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -778305.687500 Penalty: 919.703552
	Iteration 102Q: 3 clusters Score -778305.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -778305.687500 Penalty: 919.703552
	Iteration 103F: 3 clusters Score -778305.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -64197.359375 Penalty: 347.669342
	Iteration 0F: 2 clusters Score -64197.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -62717.613281 Penalty: 695.338684
	Iteration 0F: 3 clusters Score -62717.61 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -63210.570312 Penalty: 695.338684
	Iteration 1F: 3 clusters Score -63210.57 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -63315.753906 Penalty: 695.338684
	Iteration 2F: 3 clusters Score -63315.75 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -63423.054688 Penalty: 695.338684
	Iteration 3F: 3 clusters Score -63423.05 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -63528.882812 Penalty: 695.338684
	Iteration 4F: 3 clusters Score -63528.88 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -63615.261719 Penalty: 695.338684
	Iteration 5Q: 3 clusters Score -63615.26 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -63692.289062 Penalty: 695.338684
	Iteration 6F: 3 clusters Score -63692.29 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -63779.343750 Penalty: 695.338684
	Iteration 7F: 3 clusters Score -63779.34 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -63850.492188 Penalty: 695.338684
	Iteration 8Q: 3 clusters Score -63850.49 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -63903.937500 Penalty: 695.338684
	Iteration 9Q: 3 clusters Score -63903.94 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -63935.054688 Penalty: 695.338684
	Iteration 10Q: 3 clusters Score -63935.05 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -63958.843750 Penalty: 695.338684
	Iteration 11Q: 3 clusters Score -63958.84 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -63980.285156 Penalty: 695.338684
	Iteration 12Q: 3 clusters Score -63980.29 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -63995.253906 Penalty: 695.338684
	Iteration 13Q: 3 clusters Score -63995.25 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -64001.738281 Penalty: 695.338684
	Iteration 14Q: 3 clusters Score -64001.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -64008.996094 Penalty: 695.338684
	Iteration 15Q: 3 clusters Score -64009 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -64013.867188 Penalty: 695.338684
	Iteration 16Q: 3 clusters Score -64013.87 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -64021.414062 Penalty: 695.338684
	Iteration 17Q: 3 clusters Score -64021.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -64027.382812 Penalty: 695.338684
	Iteration 18Q: 3 clusters Score -64027.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -64031.812500 Penalty: 695.338684
	Iteration 19Q: 3 clusters Score -64031.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -64037.449219 Penalty: 695.338684
	Iteration 20F: 3 clusters Score -64037.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -64043.500000 Penalty: 695.338684
	Iteration 21Q: 3 clusters Score -64043.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -64046.929688 Penalty: 695.338684
	Iteration 22Q: 3 clusters Score -64046.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -64052.246094 Penalty: 695.338684
	Iteration 23Q: 3 clusters Score -64052.25 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -64057.855469 Penalty: 695.338684
	Iteration 24Q: 3 clusters Score -64057.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -64062.968750 Penalty: 695.338684
	Iteration 25Q: 3 clusters Score -64062.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -64067.160156 Penalty: 695.338684
	Iteration 26Q: 3 clusters Score -64067.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -64070.316406 Penalty: 695.338684
	Iteration 27Q: 3 clusters Score -64070.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -64071.382812 Penalty: 695.338684
	Iteration 28Q: 3 clusters Score -64071.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -64071.539062 Penalty: 695.338684
	Iteration 29Q: 3 clusters Score -64071.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -64071.539062 Penalty: 695.338684
	Iteration 30F: 3 clusters Score -64071.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -60837.152344 Penalty: 343.411316
	Iteration 0F: 2 clusters Score -60837.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -59460.082031 Penalty: 686.822632
	Iteration 0F: 3 clusters Score -59460.08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -59924.261719 Penalty: 686.822632
	Iteration 1F: 3 clusters Score -59924.26 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -59992.718750 Penalty: 686.822632
	Iteration 2F: 3 clusters Score -59992.72 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -60054.664062 Penalty: 686.822632
	Iteration 3F: 3 clusters Score -60054.66 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -60117.261719 Penalty: 686.822632
	Iteration 4F: 3 clusters Score -60117.26 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -60160.359375 Penalty: 686.822632
	Iteration 5Q: 3 clusters Score -60160.36 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -60207.707031 Penalty: 686.822632
	Iteration 6Q: 3 clusters Score -60207.71 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -60246.750000 Penalty: 686.822632
	Iteration 7Q: 3 clusters Score -60246.75 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -60274.386719 Penalty: 686.822632
	Iteration 8Q: 3 clusters Score -60274.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -60296.351562 Penalty: 686.822632
	Iteration 9Q: 3 clusters Score -60296.35 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -60317.285156 Penalty: 686.822632
	Iteration 10Q: 3 clusters Score -60317.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -60328.410156 Penalty: 686.822632
	Iteration 11Q: 3 clusters Score -60328.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -60336.886719 Penalty: 686.822632
	Iteration 12Q: 3 clusters Score -60336.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -60346.644531 Penalty: 686.822632
	Iteration 13Q: 3 clusters Score -60346.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -60351.003906 Penalty: 686.822632
	Iteration 14Q: 3 clusters Score -60351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -60354.144531 Penalty: 686.822632
	Iteration 15Q: 3 clusters Score -60354.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -60358.066406 Penalty: 686.822632
	Iteration 16Q: 3 clusters Score -60358.07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -60362.730469 Penalty: 686.822632
	Iteration 17Q: 3 clusters Score -60362.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -60365.867188 Penalty: 686.822632
	Iteration 18Q: 3 clusters Score -60365.87 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -60369.691406 Penalty: 686.822632
	Iteration 19Q: 3 clusters Score -60369.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -60372.683594 Penalty: 686.822632
	Iteration 20F: 3 clusters Score -60372.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -60376.253906 Penalty: 686.822632
	Iteration 21Q: 3 clusters Score -60376.25 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -60380.519531 Penalty: 686.822632
	Iteration 22Q: 3 clusters Score -60380.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -60382.808594 Penalty: 686.822632
	Iteration 23Q: 3 clusters Score -60382.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -60384.253906 Penalty: 686.822632
	Iteration 24Q: 3 clusters Score -60384.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -60385.617188 Penalty: 686.822632
	Iteration 25Q: 3 clusters Score -60385.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -60386.964844 Penalty: 686.822632
	Iteration 26Q: 3 clusters Score -60386.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -60389.500000 Penalty: 686.822632
	Iteration 27Q: 3 clusters Score -60389.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -60393.804688 Penalty: 686.822632
	Iteration 28Q: 3 clusters Score -60393.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -60396.898438 Penalty: 686.822632
	Iteration 29Q: 3 clusters Score -60396.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -60398.902344 Penalty: 686.822632
	Iteration 30Q: 3 clusters Score -60398.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -60402.105469 Penalty: 686.822632
	Iteration 31Q: 3 clusters Score -60402.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -60404.929688 Penalty: 686.822632
	Iteration 32Q: 3 clusters Score -60404.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -60407.703125 Penalty: 686.822632
	Iteration 33Q: 3 clusters Score -60407.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -60412.652344 Penalty: 686.822632
	Iteration 34Q: 3 clusters Score -60412.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -60417.253906 Penalty: 686.822632
	Iteration 35Q: 3 clusters Score -60417.25 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -60429.980469 Penalty: 686.822632
	Iteration 36Q: 3 clusters Score -60429.98 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -60443.035156 Penalty: 686.822632
	Iteration 37Q: 3 clusters Score -60443.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -60450.382812 Penalty: 686.822632
	Iteration 38Q: 3 clusters Score -60450.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -60456.941406 Penalty: 686.822632
	Iteration 39Q: 3 clusters Score -60456.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -60465.492188 Penalty: 686.822632
	Iteration 40F: 3 clusters Score -60465.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -60474.406250 Penalty: 686.822632
	Iteration 41Q: 3 clusters Score -60474.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -60488.734375 Penalty: 686.822632
	Iteration 42Q: 3 clusters Score -60488.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -60504.101562 Penalty: 686.822632
	Iteration 43Q: 3 clusters Score -60504.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -60519.347656 Penalty: 686.822632
	Iteration 44Q: 3 clusters Score -60519.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -60526.847656 Penalty: 686.822632
	Iteration 45Q: 3 clusters Score -60526.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -60534.949219 Penalty: 686.822632
	Iteration 46Q: 3 clusters Score -60534.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -60542.855469 Penalty: 686.822632
	Iteration 47Q: 3 clusters Score -60542.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -60546.492188 Penalty: 686.822632
	Iteration 48Q: 3 clusters Score -60546.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -60552.390625 Penalty: 686.822632
	Iteration 49Q: 3 clusters Score -60552.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -60556.742188 Penalty: 686.822632
	Iteration 50Q: 3 clusters Score -60556.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -60561.003906 Penalty: 686.822632
	Iteration 51Q: 3 clusters Score -60561 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -60565.261719 Penalty: 686.822632
	Iteration 52Q: 3 clusters Score -60565.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -60570.394531 Penalty: 686.822632
	Iteration 53Q: 3 clusters Score -60570.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -60573.785156 Penalty: 686.822632
	Iteration 54Q: 3 clusters Score -60573.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -60578.132812 Penalty: 686.822632
	Iteration 55Q: 3 clusters Score -60578.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -60580.074219 Penalty: 686.822632
	Iteration 56Q: 3 clusters Score -60580.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -60580.074219 Penalty: 686.822632
	Iteration 57F: 3 clusters Score -60580.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Entering Unmasked Estep 
Score: -238737.906250 Penalty: 409.138702
	Iteration 0F: 2 clusters Score -238737.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -233385.078125 Penalty: 818.277405
	Iteration 0F: 3 clusters Score -233385.1 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -235572.468750 Penalty: 818.277405
	Iteration 1F: 3 clusters Score -235572.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -235852.515625 Penalty: 818.277405
	Iteration 2F: 3 clusters Score -235852.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -236133.093750 Penalty: 818.277405
	Iteration 3F: 3 clusters Score -236133.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -236449.687500 Penalty: 818.277405
	Iteration 4F: 3 clusters Score -236449.7 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -236901.859375 Penalty: 818.277405
	Iteration 5F: 3 clusters Score -236901.9 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -237373.734375 Penalty: 818.277405
	Iteration 6F: 3 clusters Score -237373.7 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -237775.359375 Penalty: 818.277405
	Iteration 7F: 3 clusters Score -237775.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -238069.343750 Penalty: 818.277405
	Iteration 8Q: 3 clusters Score -238069.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -238266.625000 Penalty: 818.277405
	Iteration 9Q: 3 clusters Score -238266.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -238380.906250 Penalty: 818.277405
	Iteration 10Q: 3 clusters Score -238380.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -238442.765625 Penalty: 818.277405
	Iteration 11Q: 3 clusters Score -238442.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -238476.781250 Penalty: 818.277405
	Iteration 12Q: 3 clusters Score -238476.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -238501.875000 Penalty: 818.277405
	Iteration 13Q: 3 clusters Score -238501.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -238516.953125 Penalty: 818.277405
	Iteration 14Q: 3 clusters Score -238517 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -238536.031250 Penalty: 818.277405
	Iteration 15Q: 3 clusters Score -238536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -238558.593750 Penalty: 818.277405
	Iteration 16Q: 3 clusters Score -238558.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -238570.640625 Penalty: 818.277405
	Iteration 17Q: 3 clusters Score -238570.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -238581.296875 Penalty: 818.277405
	Iteration 18Q: 3 clusters Score -238581.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -238595.562500 Penalty: 818.277405
	Iteration 19Q: 3 clusters Score -238595.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -238611.796875 Penalty: 818.277405
	Iteration 20F: 3 clusters Score -238611.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -238619.937500 Penalty: 818.277405
	Iteration 21Q: 3 clusters Score -238619.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -238624.578125 Penalty: 818.277405
	Iteration 22Q: 3 clusters Score -238624.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -238625.843750 Penalty: 818.277405
	Iteration 23Q: 3 clusters Score -238625.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -238627.375000 Penalty: 818.277405
	Iteration 24Q: 3 clusters Score -238627.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -238628.546875 Penalty: 818.277405
	Iteration 25Q: 3 clusters Score -238628.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -238630.500000 Penalty: 818.277405
	Iteration 26Q: 3 clusters Score -238630.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -238632.828125 Penalty: 818.277405
	Iteration 27Q: 3 clusters Score -238632.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -238635.359375 Penalty: 818.277405
	Iteration 28Q: 3 clusters Score -238635.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -238635.468750 Penalty: 818.277405
	Iteration 29Q: 3 clusters Score -238635.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -238638.531250 Penalty: 818.277405
	Iteration 30Q: 3 clusters Score -238638.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -238638.968750 Penalty: 818.277405
	Iteration 31Q: 3 clusters Score -238639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -238638.953125 Penalty: 818.277405
	Iteration 32Q: 3 clusters Score -238639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -238639.468750 Penalty: 818.277405
	Iteration 33Q: 3 clusters Score -238639.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -238640.250000 Penalty: 818.277405
	Iteration 34Q: 3 clusters Score -238640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -238639.609375 Penalty: 818.277405
	Iteration 35Q: 3 clusters Score -238639.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -238640.093750 Penalty: 818.277405
	Iteration 36Q: 3 clusters Score -238640.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -238640.093750 Penalty: 818.277405
	Iteration 37F: 3 clusters Score -238640.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -129153.132812 Penalty: 380.902039
	Iteration 0F: 2 clusters Score -129153.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -126268.460938 Penalty: 761.804077
	Iteration 0F: 3 clusters Score -126268.5 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -127475.921875 Penalty: 761.804077
	Iteration 1F: 3 clusters Score -127475.9 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -127661.812500 Penalty: 761.804077
	Iteration 2F: 3 clusters Score -127661.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -127815.085938 Penalty: 761.804077
	Iteration 3F: 3 clusters Score -127815.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -127941.257812 Penalty: 761.804077
	Iteration 4F: 3 clusters Score -127941.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -128064.218750 Penalty: 761.804077
	Iteration 5Q: 3 clusters Score -128064.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -128187.171875 Penalty: 761.804077
	Iteration 6Q: 3 clusters Score -128187.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -128288.500000 Penalty: 761.804077
	Iteration 7Q: 3 clusters Score -128288.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -128380.484375 Penalty: 761.804077
	Iteration 8Q: 3 clusters Score -128380.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -128438.218750 Penalty: 761.804077
	Iteration 9Q: 3 clusters Score -128438.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -128473.164062 Penalty: 761.804077
	Iteration 10Q: 3 clusters Score -128473.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -128492.703125 Penalty: 761.804077
	Iteration 11Q: 3 clusters Score -128492.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -128508.710938 Penalty: 761.804077
	Iteration 12Q: 3 clusters Score -128508.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -128523.515625 Penalty: 761.804077
	Iteration 13Q: 3 clusters Score -128523.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -128538.390625 Penalty: 761.804077
	Iteration 14Q: 3 clusters Score -128538.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -128549.359375 Penalty: 761.804077
	Iteration 15Q: 3 clusters Score -128549.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -128565.804688 Penalty: 761.804077
	Iteration 16Q: 3 clusters Score -128565.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -128584.421875 Penalty: 761.804077
	Iteration 17Q: 3 clusters Score -128584.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -128599.273438 Penalty: 761.804077
	Iteration 18Q: 3 clusters Score -128599.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -128611.046875 Penalty: 761.804077
	Iteration 19Q: 3 clusters Score -128611 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -128619.226562 Penalty: 761.804077
	Iteration 20F: 3 clusters Score -128619.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -128627.171875 Penalty: 761.804077
	Iteration 21Q: 3 clusters Score -128627.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -128631.851562 Penalty: 761.804077
	Iteration 22Q: 3 clusters Score -128631.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -128634.679688 Penalty: 761.804077
	Iteration 23Q: 3 clusters Score -128634.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -128636.625000 Penalty: 761.804077
	Iteration 24Q: 3 clusters Score -128636.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -128639.054688 Penalty: 761.804077
	Iteration 25Q: 3 clusters Score -128639.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -128640.781250 Penalty: 761.804077
	Iteration 26Q: 3 clusters Score -128640.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -128642.304688 Penalty: 761.804077
	Iteration 27Q: 3 clusters Score -128642.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -128643.070312 Penalty: 761.804077
	Iteration 28Q: 3 clusters Score -128643.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -128644.882812 Penalty: 761.804077
	Iteration 29Q: 3 clusters Score -128644.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -128646.093750 Penalty: 761.804077
	Iteration 30Q: 3 clusters Score -128646.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -128646.898438 Penalty: 761.804077
	Iteration 31Q: 3 clusters Score -128646.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -128647.562500 Penalty: 761.804077
	Iteration 32Q: 3 clusters Score -128647.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -128647.484375 Penalty: 761.804077
	Iteration 33Q: 3 clusters Score -128647.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -128647.656250 Penalty: 761.804077
	Iteration 34Q: 3 clusters Score -128647.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -128647.656250 Penalty: 761.804077
	Iteration 35F: 3 clusters Score -128647.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Entering Unmasked Estep 
Score: -295527.781250 Penalty: 414.362427
	Iteration 0F: 2 clusters Score -295527.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -289493.062500 Penalty: 828.724854
	Iteration 0F: 3 clusters Score -289493.1 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -292219.593750 Penalty: 828.724854
	Iteration 1F: 3 clusters Score -292219.6 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -292660.250000 Penalty: 828.724854
	Iteration 2F: 3 clusters Score -292660.2 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -293136.343750 Penalty: 828.724854
	Iteration 3F: 3 clusters Score -293136.3 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -293616.531250 Penalty: 828.724854
	Iteration 4F: 3 clusters Score -293616.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -293993.562500 Penalty: 828.724854
	Iteration 5F: 3 clusters Score -293993.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -294223.218750 Penalty: 828.724854
	Iteration 6Q: 3 clusters Score -294223.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -294371.250000 Penalty: 828.724854
	Iteration 7Q: 3 clusters Score -294371.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -294474.343750 Penalty: 828.724854
	Iteration 8Q: 3 clusters Score -294474.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -294560.312500 Penalty: 828.724854
	Iteration 9Q: 3 clusters Score -294560.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -294627.031250 Penalty: 828.724854
	Iteration 10Q: 3 clusters Score -294627 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -294682.781250 Penalty: 828.724854
	Iteration 11Q: 3 clusters Score -294682.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -294747.031250 Penalty: 828.724854
	Iteration 12Q: 3 clusters Score -294747 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -294830.843750 Penalty: 828.724854
	Iteration 13Q: 3 clusters Score -294830.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -294919.343750 Penalty: 828.724854
	Iteration 14Q: 3 clusters Score -294919.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -294998.406250 Penalty: 828.724854
	Iteration 15Q: 3 clusters Score -294998.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -295067.968750 Penalty: 828.724854
	Iteration 16Q: 3 clusters Score -295068 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -295122.468750 Penalty: 828.724854
	Iteration 17Q: 3 clusters Score -295122.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -295163.687500 Penalty: 828.724854
	Iteration 18Q: 3 clusters Score -295163.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -295185.250000 Penalty: 828.724854
	Iteration 19Q: 3 clusters Score -295185.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -295204.031250 Penalty: 828.724854
	Iteration 20F: 3 clusters Score -295204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -295221.500000 Penalty: 828.724854
	Iteration 21Q: 3 clusters Score -295221.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -295234.687500 Penalty: 828.724854
	Iteration 22Q: 3 clusters Score -295234.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -295240.968750 Penalty: 828.724854
	Iteration 23Q: 3 clusters Score -295241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -295247.718750 Penalty: 828.724854
	Iteration 24Q: 3 clusters Score -295247.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -295257.000000 Penalty: 828.724854
	Iteration 25Q: 3 clusters Score -295257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -295266.687500 Penalty: 828.724854
	Iteration 26Q: 3 clusters Score -295266.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -295273.437500 Penalty: 828.724854
	Iteration 27Q: 3 clusters Score -295273.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -295276.750000 Penalty: 828.724854
	Iteration 28Q: 3 clusters Score -295276.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -295279.343750 Penalty: 828.724854
	Iteration 29Q: 3 clusters Score -295279.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -295281.687500 Penalty: 828.724854
	Iteration 30Q: 3 clusters Score -295281.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -295284.125000 Penalty: 828.724854
	Iteration 31Q: 3 clusters Score -295284.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -295284.875000 Penalty: 828.724854
	Iteration 32Q: 3 clusters Score -295284.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -295286.656250 Penalty: 828.724854
	Iteration 33Q: 3 clusters Score -295286.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -295288.312500 Penalty: 828.724854
	Iteration 34Q: 3 clusters Score -295288.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -295289.375000 Penalty: 828.724854
	Iteration 35Q: 3 clusters Score -295289.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -295291.218750 Penalty: 828.724854
	Iteration 36Q: 3 clusters Score -295291.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -295292.562500 Penalty: 828.724854
	Iteration 37Q: 3 clusters Score -295292.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -295293.000000 Penalty: 828.724854
	Iteration 38Q: 3 clusters Score -295293 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -295292.750000 Penalty: 828.724854
	Iteration 39Q: 3 clusters Score -295292.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -295292.750000 Penalty: 828.724854
	Iteration 40F: 3 clusters Score -295292.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Entering Unmasked Estep 
Score: -1189470.750000 Penalty: 478.441925
	Iteration 0F: 2 clusters Score -1189471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -1164859.875000 Penalty: 956.883850
	Iteration 0F: 3 clusters Score -1164860 nChanged 17721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -1175504.125000 Penalty: 956.883850
	Iteration 1F: 3 clusters Score -1175504 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 18465 members 
Entering Unmasked Estep 
Score: -1176093.875000 Penalty: 956.883850
	Iteration 2Q: 3 clusters Score -1176094 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -1176816.000000 Penalty: 956.883850
	Iteration 3Q: 3 clusters Score -1176816 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1177649.500000 Penalty: 956.883850
	Iteration 4Q: 3 clusters Score -1177650 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -1178775.625000 Penalty: 956.883850
	Iteration 5F: 3 clusters Score -1178776 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -1180146.125000 Penalty: 956.883850
	Iteration 6F: 3 clusters Score -1180146 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -1181470.500000 Penalty: 956.883850
	Iteration 7F: 3 clusters Score -1181470 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 17330 members 
Entering Unmasked Estep 
Score: -1182337.500000 Penalty: 956.883850
	Iteration 8Q: 3 clusters Score -1182338 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -1182722.750000 Penalty: 956.883850
	Iteration 9Q: 3 clusters Score -1182723 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -1182897.875000 Penalty: 956.883850
	Iteration 10Q: 3 clusters Score -1182898 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -1183030.000000 Penalty: 956.883850
	Iteration 11Q: 3 clusters Score -1183030 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -1183158.750000 Penalty: 956.883850
	Iteration 12Q: 3 clusters Score -1183159 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -1183305.625000 Penalty: 956.883850
	Iteration 13Q: 3 clusters Score -1183306 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -1183424.000000 Penalty: 956.883850
	Iteration 14Q: 3 clusters Score -1183424 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -1183554.875000 Penalty: 956.883850
	Iteration 15Q: 3 clusters Score -1183555 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -1183683.000000 Penalty: 956.883850
	Iteration 16Q: 3 clusters Score -1183683 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -1183829.000000 Penalty: 956.883850
	Iteration 17Q: 3 clusters Score -1183829 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20639 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1183979.250000 Penalty: 956.883850
	Iteration 18Q: 3 clusters Score -1183979 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1184104.375000 Penalty: 956.883850
	Iteration 19Q: 3 clusters Score -1184104 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1184223.750000 Penalty: 956.883850
	Iteration 20F: 3 clusters Score -1184224 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -1184348.625000 Penalty: 956.883850
	Iteration 21Q: 3 clusters Score -1184349 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -1184465.125000 Penalty: 956.883850
	Iteration 22Q: 3 clusters Score -1184465 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -1184578.625000 Penalty: 956.883850
	Iteration 23Q: 3 clusters Score -1184579 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -1184676.250000 Penalty: 956.883850
	Iteration 24Q: 3 clusters Score -1184676 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1184775.625000 Penalty: 956.883850
	Iteration 25Q: 3 clusters Score -1184776 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -1184891.625000 Penalty: 956.883850
	Iteration 26Q: 3 clusters Score -1184892 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -1185019.375000 Penalty: 956.883850
	Iteration 27Q: 3 clusters Score -1185019 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -1185137.750000 Penalty: 956.883850
	Iteration 28Q: 3 clusters Score -1185138 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1185273 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -1185381.250000 Penalty: 956.883850
	Iteration 30Q: 3 clusters Score -1185381 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -1185502.750000 Penalty: 956.883850
	Iteration 31Q: 3 clusters Score -1185503 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -1185592.375000 Penalty: 956.883850
	Iteration 32Q: 3 clusters Score -1185592 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1185680 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1185751 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18409 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -1185803.625000 Penalty: 956.883850
	Iteration 35Q: 3 clusters Score -1185804 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1185856 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1185891 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1185911 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 19235 members 
Entering Unmasked Estep 
Score: -1185938.625000 Penalty: 956.883850
	Iteration 39Q: 3 clusters Score -1185939 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -1185967.250000 Penalty: 956.883850
	Iteration 40F: 3 clusters Score -1185967 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 19616 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1185998 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1186028 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1186052 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1186071 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1186094 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1186120 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -1186151.875000 Penalty: 956.883850
	Iteration 47Q: 3 clusters Score -1186152 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 21076 members 
Entering Unmasked Estep 
Score: -1186180.875000 Penalty: 956.883850
	Iteration 48Q: 3 clusters Score -1186181 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 21303 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1186214 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -1186246.750000 Penalty: 956.883850
	Iteration 50Q: 3 clusters Score -1186247 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1186276 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1186300 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1186330 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1186355 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1186375 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1186406 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -1186432 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -1186456 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1186478 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -1186505.750000 Penalty: 956.883850
	Iteration 60F: 3 clusters Score -1186506 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 23881 members 
Entering Unmasked Estep 
Score: -1186536.125000 Penalty: 956.883850
	Iteration 61Q: 3 clusters Score -1186536 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 24093 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1186566 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 24313 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1186598 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -1186636 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1186666 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -1186693.625000 Penalty: 956.883850
	Iteration 66Q: 3 clusters Score -1186694 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1186724 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1186758 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 25684 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1186787 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -1186821.500000 Penalty: 956.883850
	Iteration 70Q: 3 clusters Score -1186822 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1186859 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -1186900.125000 Penalty: 956.883850
	Iteration 72Q: 3 clusters Score -1186900 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1186939 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1186969 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1187006 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1187043 nChanged 212
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1187083 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 27688 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1187121 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1187161 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -1187206.125000 Penalty: 956.883850
	Iteration 80F: 3 clusters Score -1187206 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 28373 members 
Entering Unmasked Estep 
Score: -1187252.625000 Penalty: 956.883850
	Iteration 81Q: 3 clusters Score -1187253 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1187298 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 28828 members 
Entering Unmasked Estep 
Score: -1187352.000000 Penalty: 956.883850
	Iteration 83Q: 3 clusters Score -1187352 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1187416 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1187488 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1187568 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1187643 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 30148 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1187720 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 30409 members 
Entering Unmasked Estep 
Score: -1187790.750000 Penalty: 956.883850
	Iteration 89Q: 3 clusters Score -1187791 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 30665 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1187874 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1187946 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 31180 members 
Entering Unmasked Estep 
Score: -1188014.750000 Penalty: 956.883850
	Iteration 92Q: 3 clusters Score -1188015 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 31410 members 
Entering Unmasked Estep 
Score: -1188072.500000 Penalty: 956.883850
	Iteration 93Q: 3 clusters Score -1188072 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -1188136.750000 Penalty: 956.883850
	Iteration 94Q: 3 clusters Score -1188137 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -1188213.750000 Penalty: 956.883850
	Iteration 95Q: 3 clusters Score -1188214 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -1188267.000000 Penalty: 956.883850
	Iteration 96Q: 3 clusters Score -1188267 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -1188323.125000 Penalty: 956.883850
	Iteration 97Q: 3 clusters Score -1188323 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -1188374.000000 Penalty: 956.883850
	Iteration 98Q: 3 clusters Score -1188374 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -1188408.250000 Penalty: 956.883850
	Iteration 99Q: 3 clusters Score -1188408 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -1188441.250000 Penalty: 956.883850
	Iteration 100F: 3 clusters Score -1188441 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -1188471.125000 Penalty: 956.883850
	Iteration 101Q: 3 clusters Score -1188471 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -1188501.500000 Penalty: 956.883850
	Iteration 102Q: 3 clusters Score -1188502 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -1188528.250000 Penalty: 956.883850
	Iteration 103Q: 3 clusters Score -1188528 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -1188551.875000 Penalty: 956.883850
	Iteration 104Q: 3 clusters Score -1188552 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -1188585.375000 Penalty: 956.883850
	Iteration 105Q: 3 clusters Score -1188585 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -1188605.375000 Penalty: 956.883850
	Iteration 106Q: 3 clusters Score -1188605 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 33626 members 
Entering Unmasked Estep 
Score: -1188630.000000 Penalty: 956.883850
	Iteration 107Q: 3 clusters Score -1188630 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -1188644.500000 Penalty: 956.883850
	Iteration 108Q: 3 clusters Score -1188644 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 33832 members 
Entering Unmasked Estep 
Score: -1188663.375000 Penalty: 956.883850
	Iteration 109Q: 3 clusters Score -1188663 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -1188678.750000 Penalty: 956.883850
	Iteration 110Q: 3 clusters Score -1188679 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 34018 members 
Entering Unmasked Estep 
Score: -1188702.875000 Penalty: 956.883850
	Iteration 111Q: 3 clusters Score -1188703 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -1188719.625000 Penalty: 956.883850
	Iteration 112Q: 3 clusters Score -1188720 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -1188733.000000 Penalty: 956.883850
	Iteration 113Q: 3 clusters Score -1188733 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -1188745.750000 Penalty: 956.883850
	Iteration 114Q: 3 clusters Score -1188746 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -1188762.625000 Penalty: 956.883850
	Iteration 115Q: 3 clusters Score -1188763 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -1188781.125000 Penalty: 956.883850
	Iteration 116Q: 3 clusters Score -1188781 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -1188792.875000 Penalty: 956.883850
	Iteration 117Q: 3 clusters Score -1188793 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 34536 members 
Entering Unmasked Estep 
Score: -1188804.750000 Penalty: 956.883850
	Iteration 118Q: 3 clusters Score -1188805 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -1188825.625000 Penalty: 956.883850
	Iteration 119Q: 3 clusters Score -1188826 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -1188843.750000 Penalty: 956.883850
	Iteration 120F: 3 clusters Score -1188844 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -1188860.625000 Penalty: 956.883850
	Iteration 121Q: 3 clusters Score -1188861 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -1188869.500000 Penalty: 956.883850
	Iteration 122Q: 3 clusters Score -1188870 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -1188880.500000 Penalty: 956.883850
	Iteration 123Q: 3 clusters Score -1188880 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -1188888.625000 Penalty: 956.883850
	Iteration 124Q: 3 clusters Score -1188889 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 34942 members 
Entering Unmasked Estep 
Score: -1188895.500000 Penalty: 956.883850
	Iteration 125Q: 3 clusters Score -1188896 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -1188900.500000 Penalty: 956.883850
	Iteration 126Q: 3 clusters Score -1188900 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -1188907.125000 Penalty: 956.883850
	Iteration 127Q: 3 clusters Score -1188907 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 35073 members 
Entering Unmasked Estep 
Score: -1188914.375000 Penalty: 956.883850
	Iteration 128Q: 3 clusters Score -1188914 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -1188923.375000 Penalty: 956.883850
	Iteration 129Q: 3 clusters Score -1188923 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -1188927.000000 Penalty: 956.883850
	Iteration 130Q: 3 clusters Score -1188927 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -1188932.750000 Penalty: 956.883850
	Iteration 131Q: 3 clusters Score -1188933 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -1188938.250000 Penalty: 956.883850
	Iteration 132Q: 3 clusters Score -1188938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 35252 members 
Entering Unmasked Estep 
Score: -1188945.000000 Penalty: 956.883850
	Iteration 133Q: 3 clusters Score -1188945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 35283 members 
Entering Unmasked Estep 
Score: -1188948.625000 Penalty: 956.883850
	Iteration 134Q: 3 clusters Score -1188949 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 35314 members 
Entering Unmasked Estep 
Score: -1188950.625000 Penalty: 956.883850
	Iteration 135Q: 3 clusters Score -1188951 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -1188955.500000 Penalty: 956.883850
	Iteration 136Q: 3 clusters Score -1188956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 35367 members 
Entering Unmasked Estep 
Score: -1188959.500000 Penalty: 956.883850
	Iteration 137Q: 3 clusters Score -1188960 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -1188963.375000 Penalty: 956.883850
	Iteration 138Q: 3 clusters Score -1188963 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 35439 members 
Entering Unmasked Estep 
Score: -1188970.750000 Penalty: 956.883850
	Iteration 139Q: 3 clusters Score -1188971 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -1188977.125000 Penalty: 956.883850
	Iteration 140F: 3 clusters Score -1188977 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 35507 members 
Entering Unmasked Estep 
Score: -1188982.250000 Penalty: 956.883850
	Iteration 141Q: 3 clusters Score -1188982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 35540 members 
Entering Unmasked Estep 
Score: -1188986.125000 Penalty: 956.883850
	Iteration 142Q: 3 clusters Score -1188986 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 35571 members 
Entering Unmasked Estep 
Score: -1188992.625000 Penalty: 956.883850
	Iteration 143Q: 3 clusters Score -1188993 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -1188998.500000 Penalty: 956.883850
	Iteration 144Q: 3 clusters Score -1188998 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -1189004.625000 Penalty: 956.883850
	Iteration 145Q: 3 clusters Score -1189005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -1189009.500000 Penalty: 956.883850
	Iteration 146Q: 3 clusters Score -1189010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 35693 members 
Entering Unmasked Estep 
Score: -1189015.250000 Penalty: 956.883850
	Iteration 147Q: 3 clusters Score -1189015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 35725 members 
Entering Unmasked Estep 
Score: -1189018.500000 Penalty: 956.883850
	Iteration 148Q: 3 clusters Score -1189018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -1189027.750000 Penalty: 956.883850
	Iteration 149Q: 3 clusters Score -1189028 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -1189034.875000 Penalty: 956.883850
	Iteration 150Q: 3 clusters Score -1189035 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 35801 members 
Entering Unmasked Estep 
Score: -1189039.125000 Penalty: 956.883850
	Iteration 151Q: 3 clusters Score -1189039 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 35821 members 
Entering Unmasked Estep 
Score: -1189042.125000 Penalty: 956.883850
	Iteration 152Q: 3 clusters Score -1189042 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -1189048.500000 Penalty: 956.883850
	Iteration 153Q: 3 clusters Score -1189048 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 35853 members 
Entering Unmasked Estep 
Score: -1189048.125000 Penalty: 956.883850
	Iteration 154Q: 3 clusters Score -1189048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -1189051.375000 Penalty: 956.883850
	Iteration 155Q: 3 clusters Score -1189051 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 35880 members 
Entering Unmasked Estep 
Score: -1189054.500000 Penalty: 956.883850
	Iteration 156Q: 3 clusters Score -1189054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 35894 members 
Entering Unmasked Estep 
Score: -1189055.125000 Penalty: 956.883850
	Iteration 157Q: 3 clusters Score -1189055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -1189058.500000 Penalty: 956.883850
	Iteration 158Q: 3 clusters Score -1189058 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -1189066.250000 Penalty: 956.883850
	Iteration 159Q: 3 clusters Score -1189066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -1189071.625000 Penalty: 956.883850
	Iteration 160F: 3 clusters Score -1189072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -1189075.125000 Penalty: 956.883850
	Iteration 161Q: 3 clusters Score -1189075 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -1189076.375000 Penalty: 956.883850
	Iteration 162Q: 3 clusters Score -1189076 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -1189085.250000 Penalty: 956.883850
	Iteration 163Q: 3 clusters Score -1189085 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -1189091.500000 Penalty: 956.883850
	Iteration 164Q: 3 clusters Score -1189092 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -1189099.500000 Penalty: 956.883850
	Iteration 165Q: 3 clusters Score -1189100 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -1189109.125000 Penalty: 956.883850
	Iteration 166Q: 3 clusters Score -1189109 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -1189114.375000 Penalty: 956.883850
	Iteration 167Q: 3 clusters Score -1189114 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -1189123.000000 Penalty: 956.883850
	Iteration 168Q: 3 clusters Score -1189123 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -1189126.125000 Penalty: 956.883850
	Iteration 169Q: 3 clusters Score -1189126 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -1189125.875000 Penalty: 956.883850
	Iteration 170Q: 3 clusters Score -1189126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -1189129.125000 Penalty: 956.883850
	Iteration 171Q: 3 clusters Score -1189129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 36182 members 
Entering Unmasked Estep 
Score: -1189130.625000 Penalty: 956.883850
	Iteration 172Q: 3 clusters Score -1189131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -1189134.875000 Penalty: 956.883850
	Iteration 173Q: 3 clusters Score -1189135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -1189137.125000 Penalty: 956.883850
	Iteration 174Q: 3 clusters Score -1189137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -1189136.000000 Penalty: 956.883850
	Iteration 175Q: 3 clusters Score -1189136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -1189136.750000 Penalty: 956.883850
	Iteration 176Q: 3 clusters Score -1189137 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 36204 members 
Entering Unmasked Estep 
Score: -1189138.125000 Penalty: 956.883850
	Iteration 177Q: 3 clusters Score -1189138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 36206 members 
Entering Unmasked Estep 
Score: -1189138.750000 Penalty: 956.883850
	Iteration 178Q: 3 clusters Score -1189139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -1189137.375000 Penalty: 956.883850
	Iteration 179Q: 3 clusters Score -1189137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 36210 members 
Entering Unmasked Estep 
Score: -1189138.500000 Penalty: 956.883850
	Iteration 180F: 3 clusters Score -1189138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Entering Unmasked Estep 
Score: -485426.718750 Penalty: 436.485260
	Iteration 0F: 2 clusters Score -485426.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -475607.531250 Penalty: 872.970520
	Iteration 0F: 3 clusters Score -475607.5 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -479643.093750 Penalty: 872.970520
	Iteration 1F: 3 clusters Score -479643.1 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -479954.656250 Penalty: 872.970520
	Iteration 2Q: 3 clusters Score -479954.7 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -480427.531250 Penalty: 872.970520
	Iteration 3F: 3 clusters Score -480427.5 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -481131.375000 Penalty: 872.970520
	Iteration 4F: 3 clusters Score -481131.4 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -482131.906250 Penalty: 872.970520
	Iteration 5F: 3 clusters Score -482131.9 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -483106.281250 Penalty: 872.970520
	Iteration 6F: 3 clusters Score -483106.3 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -483750.656250 Penalty: 872.970520
	Iteration 7F: 3 clusters Score -483750.7 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -484101.781250 Penalty: 872.970520
	Iteration 8Q: 3 clusters Score -484101.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -484280.125000 Penalty: 872.970520
	Iteration 9Q: 3 clusters Score -484280.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -484381.156250 Penalty: 872.970520
	Iteration 10Q: 3 clusters Score -484381.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -484430.187500 Penalty: 872.970520
	Iteration 11Q: 3 clusters Score -484430.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -484469.218750 Penalty: 872.970520
	Iteration 12Q: 3 clusters Score -484469.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -484503.000000 Penalty: 872.970520
	Iteration 13Q: 3 clusters Score -484503 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -484533.750000 Penalty: 872.970520
	Iteration 14Q: 3 clusters Score -484533.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -484564.156250 Penalty: 872.970520
	Iteration 15Q: 3 clusters Score -484564.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -484587.656250 Penalty: 872.970520
	Iteration 16Q: 3 clusters Score -484587.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11742 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -484612.343750 Penalty: 872.970520
	Iteration 17Q: 3 clusters Score -484612.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -484637.031250 Penalty: 872.970520
	Iteration 18Q: 3 clusters Score -484637 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -484660.843750 Penalty: 872.970520
	Iteration 19Q: 3 clusters Score -484660.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -484682.218750 Penalty: 872.970520
	Iteration 20F: 3 clusters Score -484682.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -484706.000000 Penalty: 872.970520
	Iteration 21Q: 3 clusters Score -484706 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -484730.718750 Penalty: 872.970520
	Iteration 22Q: 3 clusters Score -484730.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -484756.937500 Penalty: 872.970520
	Iteration 23Q: 3 clusters Score -484756.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -484776.843750 Penalty: 872.970520
	Iteration 24Q: 3 clusters Score -484776.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -484802.906250 Penalty: 872.970520
	Iteration 25Q: 3 clusters Score -484802.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -484825.968750 Penalty: 872.970520
	Iteration 26Q: 3 clusters Score -484826 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -484844.468750 Penalty: 872.970520
	Iteration 27Q: 3 clusters Score -484844.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -484858.625000 Penalty: 872.970520
	Iteration 28Q: 3 clusters Score -484858.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -484868.000000 Penalty: 872.970520
	Iteration 29Q: 3 clusters Score -484868 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -484876.437500 Penalty: 872.970520
	Iteration 30Q: 3 clusters Score -484876.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -484885.093750 Penalty: 872.970520
	Iteration 31Q: 3 clusters Score -484885.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -484895.906250 Penalty: 872.970520
	Iteration 32Q: 3 clusters Score -484895.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -484911.031250 Penalty: 872.970520
	Iteration 33Q: 3 clusters Score -484911 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -484928.062500 Penalty: 872.970520
	Iteration 34Q: 3 clusters Score -484928.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -484944.781250 Penalty: 872.970520
	Iteration 35Q: 3 clusters Score -484944.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -484955.093750 Penalty: 872.970520
	Iteration 36Q: 3 clusters Score -484955.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -484965.125000 Penalty: 872.970520
	Iteration 37Q: 3 clusters Score -484965.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -484971.187500 Penalty: 872.970520
	Iteration 38Q: 3 clusters Score -484971.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -484975.562500 Penalty: 872.970520
	Iteration 39Q: 3 clusters Score -484975.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13262 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -484979.718750 Penalty: 872.970520
	Iteration 40F: 3 clusters Score -484979.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -484986.281250 Penalty: 872.970520
	Iteration 41Q: 3 clusters Score -484986.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -484996.562500 Penalty: 872.970520
	Iteration 42Q: 3 clusters Score -484996.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -485007.468750 Penalty: 872.970520
	Iteration 43Q: 3 clusters Score -485007.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -485019.218750 Penalty: 872.970520
	Iteration 44Q: 3 clusters Score -485019.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -485028.687500 Penalty: 872.970520
	Iteration 45Q: 3 clusters Score -485028.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -485036.968750 Penalty: 872.970520
	Iteration 46Q: 3 clusters Score -485037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -485044.281250 Penalty: 872.970520
	Iteration 47Q: 3 clusters Score -485044.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -485047.531250 Penalty: 872.970520
	Iteration 48Q: 3 clusters Score -485047.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -485052.437500 Penalty: 872.970520
	Iteration 49Q: 3 clusters Score -485052.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -485054.000000 Penalty: 872.970520
	Iteration 50Q: 3 clusters Score -485054 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -485055.500000 Penalty: 872.970520
	Iteration 51Q: 3 clusters Score -485055.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -485057.187500 Penalty: 872.970520
	Iteration 52Q: 3 clusters Score -485057.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -485059.468750 Penalty: 872.970520
	Iteration 53Q: 3 clusters Score -485059.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -485061.843750 Penalty: 872.970520
	Iteration 54Q: 3 clusters Score -485061.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -485062.375000 Penalty: 872.970520
	Iteration 55Q: 3 clusters Score -485062.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -485064.437500 Penalty: 872.970520
	Iteration 56Q: 3 clusters Score -485064.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -485064.843750 Penalty: 872.970520
	Iteration 57Q: 3 clusters Score -485064.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -485065.937500 Penalty: 872.970520
	Iteration 58Q: 3 clusters Score -485065.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -485070.000000 Penalty: 872.970520
	Iteration 59Q: 3 clusters Score -485070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -485072.156250 Penalty: 872.970520
	Iteration 60F: 3 clusters Score -485072.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -485074.656250 Penalty: 872.970520
	Iteration 61Q: 3 clusters Score -485074.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -485074.875000 Penalty: 872.970520
	Iteration 62Q: 3 clusters Score -485074.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -485076.406250 Penalty: 872.970520
	Iteration 63Q: 3 clusters Score -485076.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -485076.312500 Penalty: 872.970520
	Iteration 64Q: 3 clusters Score -485076.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -485078.000000 Penalty: 872.970520
	Iteration 65Q: 3 clusters Score -485078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -485078.718750 Penalty: 872.970520
	Iteration 66Q: 3 clusters Score -485078.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -485082.437500 Penalty: 872.970520
	Iteration 67Q: 3 clusters Score -485082.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -485083.375000 Penalty: 872.970520
	Iteration 68Q: 3 clusters Score -485083.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -485086.093750 Penalty: 872.970520
	Iteration 69Q: 3 clusters Score -485086.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -485086.406250 Penalty: 872.970520
	Iteration 70Q: 3 clusters Score -485086.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -485087.218750 Penalty: 872.970520
	Iteration 71Q: 3 clusters Score -485087.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -485087.656250 Penalty: 872.970520
	Iteration 72Q: 3 clusters Score -485087.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -485089.187500 Penalty: 872.970520
	Iteration 73Q: 3 clusters Score -485089.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -485090.343750 Penalty: 872.970520
	Iteration 74Q: 3 clusters Score -485090.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -485091.781250 Penalty: 872.970520
	Iteration 75Q: 3 clusters Score -485091.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -485091.937500 Penalty: 872.970520
	Iteration 76Q: 3 clusters Score -485091.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -485092.937500 Penalty: 872.970520
	Iteration 77Q: 3 clusters Score -485092.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -485094.656250 Penalty: 872.970520
	Iteration 78Q: 3 clusters Score -485094.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -485095.312500 Penalty: 872.970520
	Iteration 79Q: 3 clusters Score -485095.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -485096.656250 Penalty: 872.970520
	Iteration 80F: 3 clusters Score -485096.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -485097.937500 Penalty: 872.970520
	Iteration 81Q: 3 clusters Score -485097.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -485098.843750 Penalty: 872.970520
	Iteration 82Q: 3 clusters Score -485098.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -485099.343750 Penalty: 872.970520
	Iteration 83Q: 3 clusters Score -485099.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -485100.281250 Penalty: 872.970520
	Iteration 84Q: 3 clusters Score -485100.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -485100.468750 Penalty: 872.970520
	Iteration 85Q: 3 clusters Score -485100.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -485100.156250 Penalty: 872.970520
	Iteration 86Q: 3 clusters Score -485100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -485100.031250 Penalty: 872.970520
	Iteration 87Q: 3 clusters Score -485100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -485100.250000 Penalty: 872.970520
	Iteration 88Q: 3 clusters Score -485100.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13921 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -485100.250000 Penalty: 872.970520
	Iteration 89F: 3 clusters Score -485100.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -6820.068848 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -6820.069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6486.954102 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -6486.954 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -6651.994629 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -6651.995 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -6678.030762 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -6678.031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -6685.994141 Penalty: 527.164246
	Iteration 3Q: 3 clusters Score -6685.994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -6690.916504 Penalty: 527.164246
	Iteration 4Q: 3 clusters Score -6690.917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6693.908691 Penalty: 527.164246
	Iteration 5Q: 3 clusters Score -6693.909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -6697.260742 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -6697.261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6699.204590 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -6699.205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -6699.204590 Penalty: 527.164246
	Iteration 8F: 3 clusters Score -6699.205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -100761.281250 Penalty: 368.043549
	Iteration 0F: 2 clusters Score -100761.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -98467.218750 Penalty: 736.087097
	Iteration 0F: 3 clusters Score -98467.22 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -99358.070312 Penalty: 736.087097
	Iteration 1F: 3 clusters Score -99358.07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -99513.828125 Penalty: 736.087097
	Iteration 2F: 3 clusters Score -99513.83 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -99644.476562 Penalty: 736.087097
	Iteration 3F: 3 clusters Score -99644.48 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -99740.593750 Penalty: 736.087097
	Iteration 4F: 3 clusters Score -99740.59 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -99828.187500 Penalty: 736.087097
	Iteration 5Q: 3 clusters Score -99828.19 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -99893.484375 Penalty: 736.087097
	Iteration 6Q: 3 clusters Score -99893.48 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -99947.320312 Penalty: 736.087097
	Iteration 7Q: 3 clusters Score -99947.32 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -99991.976562 Penalty: 736.087097
	Iteration 8Q: 3 clusters Score -99991.98 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -100031.023438 Penalty: 736.087097
	Iteration 9Q: 3 clusters Score -100031 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -100052.640625 Penalty: 736.087097
	Iteration 10Q: 3 clusters Score -100052.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -100064.375000 Penalty: 736.087097
	Iteration 11Q: 3 clusters Score -100064.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -100073.312500 Penalty: 736.087097
	Iteration 12Q: 3 clusters Score -100073.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -100079.476562 Penalty: 736.087097
	Iteration 13Q: 3 clusters Score -100079.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -100083.007812 Penalty: 736.087097
	Iteration 14Q: 3 clusters Score -100083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -100085.937500 Penalty: 736.087097
	Iteration 15Q: 3 clusters Score -100085.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -100089.218750 Penalty: 736.087097
	Iteration 16Q: 3 clusters Score -100089.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -100094.328125 Penalty: 736.087097
	Iteration 17Q: 3 clusters Score -100094.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -100097.609375 Penalty: 736.087097
	Iteration 18Q: 3 clusters Score -100097.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -100101.218750 Penalty: 736.087097
	Iteration 19Q: 3 clusters Score -100101.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -100105.210938 Penalty: 736.087097
	Iteration 20F: 3 clusters Score -100105.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -100109.062500 Penalty: 736.087097
	Iteration 21Q: 3 clusters Score -100109.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -100112.679688 Penalty: 736.087097
	Iteration 22Q: 3 clusters Score -100112.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -100116.007812 Penalty: 736.087097
	Iteration 23Q: 3 clusters Score -100116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -100121.578125 Penalty: 736.087097
	Iteration 24Q: 3 clusters Score -100121.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -100127.109375 Penalty: 736.087097
	Iteration 25Q: 3 clusters Score -100127.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -100133.851562 Penalty: 736.087097
	Iteration 26Q: 3 clusters Score -100133.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -100137.250000 Penalty: 736.087097
	Iteration 27Q: 3 clusters Score -100137.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -100140.234375 Penalty: 736.087097
	Iteration 28Q: 3 clusters Score -100140.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -100142.203125 Penalty: 736.087097
	Iteration 29Q: 3 clusters Score -100142.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -100143.195312 Penalty: 736.087097
	Iteration 30Q: 3 clusters Score -100143.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -100143.375000 Penalty: 736.087097
	Iteration 31Q: 3 clusters Score -100143.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -100143.820312 Penalty: 736.087097
	Iteration 32Q: 3 clusters Score -100143.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -100144.171875 Penalty: 736.087097
	Iteration 33Q: 3 clusters Score -100144.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -100144.679688 Penalty: 736.087097
	Iteration 34Q: 3 clusters Score -100144.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -100145.867188 Penalty: 736.087097
	Iteration 35Q: 3 clusters Score -100145.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -100147.960938 Penalty: 736.087097
	Iteration 36Q: 3 clusters Score -100148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -100149.414062 Penalty: 736.087097
	Iteration 37Q: 3 clusters Score -100149.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -100150.867188 Penalty: 736.087097
	Iteration 38Q: 3 clusters Score -100150.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -100152.289062 Penalty: 736.087097
	Iteration 39Q: 3 clusters Score -100152.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -100153.781250 Penalty: 736.087097
	Iteration 40F: 3 clusters Score -100153.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -100156.429688 Penalty: 736.087097
	Iteration 41Q: 3 clusters Score -100156.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -100158.531250 Penalty: 736.087097
	Iteration 42Q: 3 clusters Score -100158.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -100160.765625 Penalty: 736.087097
	Iteration 43Q: 3 clusters Score -100160.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -100162.250000 Penalty: 736.087097
	Iteration 44Q: 3 clusters Score -100162.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -100164.039062 Penalty: 736.087097
	Iteration 45Q: 3 clusters Score -100164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -100166.093750 Penalty: 736.087097
	Iteration 46Q: 3 clusters Score -100166.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -100167.695312 Penalty: 736.087097
	Iteration 47Q: 3 clusters Score -100167.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -100170.117188 Penalty: 736.087097
	Iteration 48Q: 3 clusters Score -100170.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -100172.273438 Penalty: 736.087097
	Iteration 49Q: 3 clusters Score -100172.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -100174.414062 Penalty: 736.087097
	Iteration 50Q: 3 clusters Score -100174.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -100178.429688 Penalty: 736.087097
	Iteration 51Q: 3 clusters Score -100178.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -100186.539062 Penalty: 736.087097
	Iteration 52Q: 3 clusters Score -100186.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -100194.398438 Penalty: 736.087097
	Iteration 53Q: 3 clusters Score -100194.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -100201.382812 Penalty: 736.087097
	Iteration 54Q: 3 clusters Score -100201.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -100207.382812 Penalty: 736.087097
	Iteration 55Q: 3 clusters Score -100207.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -100215.812500 Penalty: 736.087097
	Iteration 56Q: 3 clusters Score -100215.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -100226.539062 Penalty: 736.087097
	Iteration 57Q: 3 clusters Score -100226.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -100238.289062 Penalty: 736.087097
	Iteration 58Q: 3 clusters Score -100238.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -100252.640625 Penalty: 736.087097
	Iteration 59Q: 3 clusters Score -100252.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -100270.687500 Penalty: 736.087097
	Iteration 60F: 3 clusters Score -100270.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -100293.281250 Penalty: 736.087097
	Iteration 61Q: 3 clusters Score -100293.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -100306.242188 Penalty: 736.087097
	Iteration 62Q: 3 clusters Score -100306.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -100321.039062 Penalty: 736.087097
	Iteration 63Q: 3 clusters Score -100321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -100333.992188 Penalty: 736.087097
	Iteration 64Q: 3 clusters Score -100334 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -100347.367188 Penalty: 736.087097
	Iteration 65Q: 3 clusters Score -100347.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -100360.031250 Penalty: 736.087097
	Iteration 66Q: 3 clusters Score -100360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -100376.750000 Penalty: 736.087097
	Iteration 67Q: 3 clusters Score -100376.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -100391.929688 Penalty: 736.087097
	Iteration 68Q: 3 clusters Score -100391.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -100397.726562 Penalty: 736.087097
	Iteration 69Q: 3 clusters Score -100397.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -100402.015625 Penalty: 736.087097
	Iteration 70Q: 3 clusters Score -100402 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -100403.265625 Penalty: 736.087097
	Iteration 71Q: 3 clusters Score -100403.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -100403.804688 Penalty: 736.087097
	Iteration 72Q: 3 clusters Score -100403.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -100404.507812 Penalty: 736.087097
	Iteration 73Q: 3 clusters Score -100404.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -100404.765625 Penalty: 736.087097
	Iteration 74Q: 3 clusters Score -100404.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -100405.125000 Penalty: 736.087097
	Iteration 75Q: 3 clusters Score -100405.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -100405.492188 Penalty: 736.087097
	Iteration 76Q: 3 clusters Score -100405.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -100406.210938 Penalty: 736.087097
	Iteration 77Q: 3 clusters Score -100406.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -100407.960938 Penalty: 736.087097
	Iteration 78Q: 3 clusters Score -100408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -100410.507812 Penalty: 736.087097
	Iteration 79Q: 3 clusters Score -100410.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -100412.140625 Penalty: 736.087097
	Iteration 80F: 3 clusters Score -100412.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -100413.882812 Penalty: 736.087097
	Iteration 81Q: 3 clusters Score -100413.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -100415.757812 Penalty: 736.087097
	Iteration 82Q: 3 clusters Score -100415.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -100417.101562 Penalty: 736.087097
	Iteration 83Q: 3 clusters Score -100417.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -100418.648438 Penalty: 736.087097
	Iteration 84Q: 3 clusters Score -100418.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -100420.179688 Penalty: 736.087097
	Iteration 85Q: 3 clusters Score -100420.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -100421.046875 Penalty: 736.087097
	Iteration 86Q: 3 clusters Score -100421 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -100421.921875 Penalty: 736.087097
	Iteration 87Q: 3 clusters Score -100421.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -100422.367188 Penalty: 736.087097
	Iteration 88Q: 3 clusters Score -100422.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -100422.992188 Penalty: 736.087097
	Iteration 89Q: 3 clusters Score -100423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -100423.859375 Penalty: 736.087097
	Iteration 90Q: 3 clusters Score -100423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -100424.054688 Penalty: 736.087097
	Iteration 91Q: 3 clusters Score -100424.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -100424.164062 Penalty: 736.087097
	Iteration 92Q: 3 clusters Score -100424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -100424.468750 Penalty: 736.087097
	Iteration 93Q: 3 clusters Score -100424.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -100424.484375 Penalty: 736.087097
	Iteration 94Q: 3 clusters Score -100424.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -100424.484375 Penalty: 736.087097
	Iteration 95F: 3 clusters Score -100424.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -133692.000000 Penalty: 383.251160
	Iteration 0F: 2 clusters Score -133692 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 2235 members 
Entering Unmasked Estep 
Score: -130612.007812 Penalty: 766.502319
	Iteration 0F: 3 clusters Score -130612 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -131759.203125 Penalty: 766.502319
	Iteration 1F: 3 clusters Score -131759.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -131936.234375 Penalty: 766.502319
	Iteration 2F: 3 clusters Score -131936.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -132140.796875 Penalty: 766.502319
	Iteration 3F: 3 clusters Score -132140.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -132306.140625 Penalty: 766.502319
	Iteration 4F: 3 clusters Score -132306.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -132481.484375 Penalty: 766.502319
	Iteration 5F: 3 clusters Score -132481.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -132666.640625 Penalty: 766.502319
	Iteration 6F: 3 clusters Score -132666.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -132854.328125 Penalty: 766.502319
	Iteration 7F: 3 clusters Score -132854.3 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -133052.875000 Penalty: 766.502319
	Iteration 8F: 3 clusters Score -133052.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -133206.187500 Penalty: 766.502319
	Iteration 9Q: 3 clusters Score -133206.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -133320.734375 Penalty: 766.502319
	Iteration 10Q: 3 clusters Score -133320.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -133431.625000 Penalty: 766.502319
	Iteration 11Q: 3 clusters Score -133431.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -133511.281250 Penalty: 766.502319
	Iteration 12Q: 3 clusters Score -133511.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -133573.015625 Penalty: 766.502319
	Iteration 13Q: 3 clusters Score -133573 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -133612.546875 Penalty: 766.502319
	Iteration 14Q: 3 clusters Score -133612.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -133633.609375 Penalty: 766.502319
	Iteration 15Q: 3 clusters Score -133633.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -133647.109375 Penalty: 766.502319
	Iteration 16Q: 3 clusters Score -133647.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -133658.234375 Penalty: 766.502319
	Iteration 17Q: 3 clusters Score -133658.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -133667.671875 Penalty: 766.502319
	Iteration 18Q: 3 clusters Score -133667.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -133674.156250 Penalty: 766.502319
	Iteration 19Q: 3 clusters Score -133674.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -133678.437500 Penalty: 766.502319
	Iteration 20F: 3 clusters Score -133678.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -133683.515625 Penalty: 766.502319
	Iteration 21Q: 3 clusters Score -133683.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -133685.812500 Penalty: 766.502319
	Iteration 22Q: 3 clusters Score -133685.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -133687.218750 Penalty: 766.502319
	Iteration 23Q: 3 clusters Score -133687.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -133688.812500 Penalty: 766.502319
	Iteration 24Q: 3 clusters Score -133688.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -133689.375000 Penalty: 766.502319
	Iteration 25Q: 3 clusters Score -133689.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -133689.343750 Penalty: 766.502319
	Iteration 26Q: 3 clusters Score -133689.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -133689.343750 Penalty: 766.502319
	Iteration 27F: 3 clusters Score -133689.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Entering Unmasked Estep 
Score: -317031.750000 Penalty: 415.699951
	Iteration 0F: 2 clusters Score -317031.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -310881.656250 Penalty: 831.399902
	Iteration 0F: 3 clusters Score -310881.7 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -313456.968750 Penalty: 831.399902
	Iteration 1F: 3 clusters Score -313457 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -313804.906250 Penalty: 831.399902
	Iteration 2F: 3 clusters Score -313804.9 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -314180.718750 Penalty: 831.399902
	Iteration 3F: 3 clusters Score -314180.7 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -314591.125000 Penalty: 831.399902
	Iteration 4F: 3 clusters Score -314591.1 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -315019.687500 Penalty: 831.399902
	Iteration 5F: 3 clusters Score -315019.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -315339.218750 Penalty: 831.399902
	Iteration 6F: 3 clusters Score -315339.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -315508.312500 Penalty: 831.399902
	Iteration 7Q: 3 clusters Score -315508.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -315586.187500 Penalty: 831.399902
	Iteration 8Q: 3 clusters Score -315586.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -315629.593750 Penalty: 831.399902
	Iteration 9Q: 3 clusters Score -315629.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -315663.718750 Penalty: 831.399902
	Iteration 10Q: 3 clusters Score -315663.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -315700.218750 Penalty: 831.399902
	Iteration 11Q: 3 clusters Score -315700.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -315731.000000 Penalty: 831.399902
	Iteration 12Q: 3 clusters Score -315731 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -315759.375000 Penalty: 831.399902
	Iteration 13Q: 3 clusters Score -315759.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -315787.968750 Penalty: 831.399902
	Iteration 14Q: 3 clusters Score -315788 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -315819.562500 Penalty: 831.399902
	Iteration 15Q: 3 clusters Score -315819.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -315839.468750 Penalty: 831.399902
	Iteration 16Q: 3 clusters Score -315839.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -315851.687500 Penalty: 831.399902
	Iteration 17Q: 3 clusters Score -315851.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -315869.718750 Penalty: 831.399902
	Iteration 18Q: 3 clusters Score -315869.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -315884.281250 Penalty: 831.399902
	Iteration 19Q: 3 clusters Score -315884.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -315895.312500 Penalty: 831.399902
	Iteration 20F: 3 clusters Score -315895.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -315905.187500 Penalty: 831.399902
	Iteration 21Q: 3 clusters Score -315905.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -315911.781250 Penalty: 831.399902
	Iteration 22Q: 3 clusters Score -315911.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -315921.718750 Penalty: 831.399902
	Iteration 23Q: 3 clusters Score -315921.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -315928.968750 Penalty: 831.399902
	Iteration 24Q: 3 clusters Score -315929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -315934.875000 Penalty: 831.399902
	Iteration 25Q: 3 clusters Score -315934.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -315941.593750 Penalty: 831.399902
	Iteration 26Q: 3 clusters Score -315941.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -315950.343750 Penalty: 831.399902
	Iteration 27Q: 3 clusters Score -315950.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -315956.375000 Penalty: 831.399902
	Iteration 28Q: 3 clusters Score -315956.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -315962.312500 Penalty: 831.399902
	Iteration 29Q: 3 clusters Score -315962.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -315968.343750 Penalty: 831.399902
	Iteration 30Q: 3 clusters Score -315968.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -315975.593750 Penalty: 831.399902
	Iteration 31Q: 3 clusters Score -315975.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -315983.906250 Penalty: 831.399902
	Iteration 32Q: 3 clusters Score -315983.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -315992.031250 Penalty: 831.399902
	Iteration 33Q: 3 clusters Score -315992 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -315999.531250 Penalty: 831.399902
	Iteration 34Q: 3 clusters Score -315999.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -316006.375000 Penalty: 831.399902
	Iteration 35Q: 3 clusters Score -316006.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -316011.656250 Penalty: 831.399902
	Iteration 36Q: 3 clusters Score -316011.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -316015.468750 Penalty: 831.399902
	Iteration 37Q: 3 clusters Score -316015.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -316017.937500 Penalty: 831.399902
	Iteration 38Q: 3 clusters Score -316017.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -316021.281250 Penalty: 831.399902
	Iteration 39Q: 3 clusters Score -316021.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -316026.406250 Penalty: 831.399902
	Iteration 40F: 3 clusters Score -316026.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -316034.531250 Penalty: 831.399902
	Iteration 41Q: 3 clusters Score -316034.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -316043.531250 Penalty: 831.399902
	Iteration 42Q: 3 clusters Score -316043.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -316054.625000 Penalty: 831.399902
	Iteration 43Q: 3 clusters Score -316054.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -316067.187500 Penalty: 831.399902
	Iteration 44Q: 3 clusters Score -316067.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -316075.968750 Penalty: 831.399902
	Iteration 45Q: 3 clusters Score -316076 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -316086.625000 Penalty: 831.399902
	Iteration 46Q: 3 clusters Score -316086.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -316096.968750 Penalty: 831.399902
	Iteration 47Q: 3 clusters Score -316097 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -316102.562500 Penalty: 831.399902
	Iteration 48Q: 3 clusters Score -316102.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -316106.375000 Penalty: 831.399902
	Iteration 49Q: 3 clusters Score -316106.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -316110.281250 Penalty: 831.399902
	Iteration 50Q: 3 clusters Score -316110.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -316112.406250 Penalty: 831.399902
	Iteration 51Q: 3 clusters Score -316112.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -316116.375000 Penalty: 831.399902
	Iteration 52Q: 3 clusters Score -316116.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -316121.031250 Penalty: 831.399902
	Iteration 53Q: 3 clusters Score -316121 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -316126.375000 Penalty: 831.399902
	Iteration 54Q: 3 clusters Score -316126.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -316128.718750 Penalty: 831.399902
	Iteration 55Q: 3 clusters Score -316128.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -316133.031250 Penalty: 831.399902
	Iteration 56Q: 3 clusters Score -316133 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -316137.156250 Penalty: 831.399902
	Iteration 57Q: 3 clusters Score -316137.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -316140.843750 Penalty: 831.399902
	Iteration 58Q: 3 clusters Score -316140.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -316147.031250 Penalty: 831.399902
	Iteration 59Q: 3 clusters Score -316147 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -316154.500000 Penalty: 831.399902
	Iteration 60F: 3 clusters Score -316154.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -316163.437500 Penalty: 831.399902
	Iteration 61Q: 3 clusters Score -316163.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -316171.750000 Penalty: 831.399902
	Iteration 62Q: 3 clusters Score -316171.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -316181.000000 Penalty: 831.399902
	Iteration 63Q: 3 clusters Score -316181 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -316191.468750 Penalty: 831.399902
	Iteration 64Q: 3 clusters Score -316191.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -316202.750000 Penalty: 831.399902
	Iteration 65Q: 3 clusters Score -316202.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -316212.281250 Penalty: 831.399902
	Iteration 66Q: 3 clusters Score -316212.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -316223.406250 Penalty: 831.399902
	Iteration 67Q: 3 clusters Score -316223.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -316234.968750 Penalty: 831.399902
	Iteration 68Q: 3 clusters Score -316235 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -316252.687500 Penalty: 831.399902
	Iteration 69Q: 3 clusters Score -316252.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -316270.500000 Penalty: 831.399902
	Iteration 70Q: 3 clusters Score -316270.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -316288.093750 Penalty: 831.399902
	Iteration 71Q: 3 clusters Score -316288.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -316304.968750 Penalty: 831.399902
	Iteration 72Q: 3 clusters Score -316305 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -316323.156250 Penalty: 831.399902
	Iteration 73Q: 3 clusters Score -316323.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -316337.812500 Penalty: 831.399902
	Iteration 74Q: 3 clusters Score -316337.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -316349.218750 Penalty: 831.399902
	Iteration 75Q: 3 clusters Score -316349.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -316361.875000 Penalty: 831.399902
	Iteration 76Q: 3 clusters Score -316361.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -316375.375000 Penalty: 831.399902
	Iteration 77Q: 3 clusters Score -316375.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -316386.468750 Penalty: 831.399902
	Iteration 78Q: 3 clusters Score -316386.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -316399.500000 Penalty: 831.399902
	Iteration 79Q: 3 clusters Score -316399.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -316413.406250 Penalty: 831.399902
	Iteration 80F: 3 clusters Score -316413.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -316426.343750 Penalty: 831.399902
	Iteration 81Q: 3 clusters Score -316426.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -316439.312500 Penalty: 831.399902
	Iteration 82Q: 3 clusters Score -316439.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -316451.750000 Penalty: 831.399902
	Iteration 83Q: 3 clusters Score -316451.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -316466.500000 Penalty: 831.399902
	Iteration 84Q: 3 clusters Score -316466.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -316486.343750 Penalty: 831.399902
	Iteration 85Q: 3 clusters Score -316486.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -316502.562500 Penalty: 831.399902
	Iteration 86Q: 3 clusters Score -316502.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -316514.062500 Penalty: 831.399902
	Iteration 87Q: 3 clusters Score -316514.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -316523.937500 Penalty: 831.399902
	Iteration 88Q: 3 clusters Score -316523.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -316534.093750 Penalty: 831.399902
	Iteration 89Q: 3 clusters Score -316534.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -316544.625000 Penalty: 831.399902
	Iteration 90Q: 3 clusters Score -316544.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -316557.062500 Penalty: 831.399902
	Iteration 91Q: 3 clusters Score -316557.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -316573.250000 Penalty: 831.399902
	Iteration 92Q: 3 clusters Score -316573.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -316585.468750 Penalty: 831.399902
	Iteration 93Q: 3 clusters Score -316585.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -316597.343750 Penalty: 831.399902
	Iteration 94Q: 3 clusters Score -316597.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -316608.125000 Penalty: 831.399902
	Iteration 95Q: 3 clusters Score -316608.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -316621.093750 Penalty: 831.399902
	Iteration 96Q: 3 clusters Score -316621.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -316631.312500 Penalty: 831.399902
	Iteration 97Q: 3 clusters Score -316631.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -316637.968750 Penalty: 831.399902
	Iteration 98Q: 3 clusters Score -316638 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -316644.593750 Penalty: 831.399902
	Iteration 99Q: 3 clusters Score -316644.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -316649.625000 Penalty: 831.399902
	Iteration 100F: 3 clusters Score -316649.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -316651.718750 Penalty: 831.399902
	Iteration 101Q: 3 clusters Score -316651.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -316654.718750 Penalty: 831.399902
	Iteration 102Q: 3 clusters Score -316654.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -316659.062500 Penalty: 831.399902
	Iteration 103Q: 3 clusters Score -316659.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -316661.437500 Penalty: 831.399902
	Iteration 104Q: 3 clusters Score -316661.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -316664.000000 Penalty: 831.399902
	Iteration 105Q: 3 clusters Score -316664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -316665.343750 Penalty: 831.399902
	Iteration 106Q: 3 clusters Score -316665.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -316667.031250 Penalty: 831.399902
	Iteration 107Q: 3 clusters Score -316667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -316668.937500 Penalty: 831.399902
	Iteration 108Q: 3 clusters Score -316668.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -316669.562500 Penalty: 831.399902
	Iteration 109Q: 3 clusters Score -316669.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -316671.125000 Penalty: 831.399902
	Iteration 110Q: 3 clusters Score -316671.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -316672.468750 Penalty: 831.399902
	Iteration 111Q: 3 clusters Score -316672.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -316672.875000 Penalty: 831.399902
	Iteration 112Q: 3 clusters Score -316672.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -316673.625000 Penalty: 831.399902
	Iteration 113Q: 3 clusters Score -316673.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -316675.000000 Penalty: 831.399902
	Iteration 114Q: 3 clusters Score -316675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -316677.437500 Penalty: 831.399902
	Iteration 115Q: 3 clusters Score -316677.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9023 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -316680.093750 Penalty: 831.399902
	Iteration 116Q: 3 clusters Score -316680.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -316685.000000 Penalty: 831.399902
	Iteration 117Q: 3 clusters Score -316685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -316689.406250 Penalty: 831.399902
	Iteration 118Q: 3 clusters Score -316689.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -316692.843750 Penalty: 831.399902
	Iteration 119Q: 3 clusters Score -316692.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -316695.875000 Penalty: 831.399902
	Iteration 120F: 3 clusters Score -316695.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -316698.343750 Penalty: 831.399902
	Iteration 121Q: 3 clusters Score -316698.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -316699.468750 Penalty: 831.399902
	Iteration 122Q: 3 clusters Score -316699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -316700.125000 Penalty: 831.399902
	Iteration 123Q: 3 clusters Score -316700.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -316700.125000 Penalty: 831.399902
	Iteration 124F: 3 clusters Score -316700.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20071 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121184 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150006 members 
Mstep: Class 11 contains 52141 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 24505 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8039 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9017 members 
Mstep: Class 19 contains 36872 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 9286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736388.000000 Penalty: 14378.957031
Iteration 479Q: 25 clusters Score -1.573639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29764 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20071 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121180 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150006 members 
Mstep: Class 11 contains 52141 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 24505 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9018 members 
Mstep: Class 19 contains 36872 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 9286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736390.000000 Penalty: 14378.957031
Iteration 480F: 25 clusters Score -1.573639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29765 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20071 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121179 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150006 members 
Mstep: Class 11 contains 52141 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 24505 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9018 members 
Mstep: Class 19 contains 36872 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 9286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736388.000000 Penalty: 14378.957031
Iteration 481Q: 25 clusters Score -1.573639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20071 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121178 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150006 members 
Mstep: Class 11 contains 52141 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 24505 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9018 members 
Mstep: Class 19 contains 36872 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 9286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736391.000000 Penalty: 14378.957031
Iteration 482Q: 25 clusters Score -1.573639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20071 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121178 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150006 members 
Mstep: Class 11 contains 52141 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 24505 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9018 members 
Mstep: Class 19 contains 36872 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 328 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 9286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736391.000000 Penalty: 14378.957031
Iteration 483F: 25 clusters Score -1.573639e+07 nChanged 0
Entering ConstructFrom: 
Score: -15736391.000000 Penalty: 14378.957031
Entering ConstructFrom: 
Trying to split cluster 1 (29766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Entering Unmasked Estep 
Score: -975727.437500 Penalty: 468.701050
	Iteration 0F: 2 clusters Score -975727.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -955683.875000 Penalty: 937.402100
	Iteration 0F: 3 clusters Score -955683.9 nChanged 14351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -964128.937500 Penalty: 937.402100
	Iteration 1F: 3 clusters Score -964128.9 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -964788.875000 Penalty: 937.402100
	Iteration 2F: 3 clusters Score -964788.9 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13930 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -965601.687500 Penalty: 937.402100
	Iteration 3F: 3 clusters Score -965601.7 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -966466.437500 Penalty: 937.402100
	Iteration 4F: 3 clusters Score -966466.4 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -967435.437500 Penalty: 937.402100
	Iteration 5F: 3 clusters Score -967435.4 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -968455.000000 Penalty: 937.402100
	Iteration 6F: 3 clusters Score -968455 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12487 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -969452.062500 Penalty: 937.402100
	Iteration 7F: 3 clusters Score -969452.1 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -970425.125000 Penalty: 937.402100
	Iteration 8F: 3 clusters Score -970425.1 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -971356.500000 Penalty: 937.402100
	Iteration 9Q: 3 clusters Score -971356.5 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -972018.062500 Penalty: 937.402100
	Iteration 10Q: 3 clusters Score -972018.1 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -972449.062500 Penalty: 937.402100
	Iteration 11Q: 3 clusters Score -972449.1 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -972710.062500 Penalty: 937.402100
	Iteration 12Q: 3 clusters Score -972710.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 19989 members 
Entering Unmasked Estep 
Score: -972931.312500 Penalty: 937.402100
	Iteration 13Q: 3 clusters Score -972931.3 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -973121.125000 Penalty: 937.402100
	Iteration 14Q: 3 clusters Score -973121.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -973273.812500 Penalty: 937.402100
	Iteration 15Q: 3 clusters Score -973273.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -973406.562500 Penalty: 937.402100
	Iteration 16Q: 3 clusters Score -973406.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -973520.750000 Penalty: 937.402100
	Iteration 17Q: 3 clusters Score -973520.8 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -973639.625000 Penalty: 937.402100
	Iteration 18Q: 3 clusters Score -973639.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -973724.500000 Penalty: 937.402100
	Iteration 19Q: 3 clusters Score -973724.5 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -973818.875000 Penalty: 937.402100
	Iteration 20F: 3 clusters Score -973818.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -973905.937500 Penalty: 937.402100
	Iteration 21Q: 3 clusters Score -973905.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -973983.875000 Penalty: 937.402100
	Iteration 22Q: 3 clusters Score -973983.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -974058.500000 Penalty: 937.402100
	Iteration 23Q: 3 clusters Score -974058.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -974154.625000 Penalty: 937.402100
	Iteration 24Q: 3 clusters Score -974154.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -974240.687500 Penalty: 937.402100
	Iteration 25Q: 3 clusters Score -974240.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -974316.875000 Penalty: 937.402100
	Iteration 26Q: 3 clusters Score -974316.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -974388.000000 Penalty: 937.402100
	Iteration 27Q: 3 clusters Score -974388 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -974470.875000 Penalty: 937.402100
	Iteration 28Q: 3 clusters Score -974470.9 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -974544.250000 Penalty: 937.402100
	Iteration 29Q: 3 clusters Score -974544.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -974611.250000 Penalty: 937.402100
	Iteration 30Q: 3 clusters Score -974611.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 25765 members 
Entering Unmasked Estep 
Score: -974677.937500 Penalty: 937.402100
	Iteration 31Q: 3 clusters Score -974677.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -974735.937500 Penalty: 937.402100
	Iteration 32Q: 3 clusters Score -974735.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 26202 members 
Entering Unmasked Estep 
Score: -974792.812500 Penalty: 937.402100
	Iteration 33Q: 3 clusters Score -974792.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 26399 members 
Entering Unmasked Estep 
Score: -974837.937500 Penalty: 937.402100
	Iteration 34Q: 3 clusters Score -974837.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -974890.437500 Penalty: 937.402100
	Iteration 35Q: 3 clusters Score -974890.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -974927.000000 Penalty: 937.402100
	Iteration 36Q: 3 clusters Score -974927 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 26885 members 
Entering Unmasked Estep 
Score: -974955.937500 Penalty: 937.402100
	Iteration 37Q: 3 clusters Score -974955.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -974985.687500 Penalty: 937.402100
	Iteration 38Q: 3 clusters Score -974985.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -975012.125000 Penalty: 937.402100
	Iteration 39Q: 3 clusters Score -975012.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -975031.687500 Penalty: 937.402100
	Iteration 40F: 3 clusters Score -975031.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 27344 members 
Entering Unmasked Estep 
Score: -975044.625000 Penalty: 937.402100
	Iteration 41Q: 3 clusters Score -975044.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -975061.812500 Penalty: 937.402100
	Iteration 42Q: 3 clusters Score -975061.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -975089.437500 Penalty: 937.402100
	Iteration 43Q: 3 clusters Score -975089.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 27648 members 
Entering Unmasked Estep 
Score: -975108.687500 Penalty: 937.402100
	Iteration 44Q: 3 clusters Score -975108.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 27751 members 
Entering Unmasked Estep 
Score: -975134.562500 Penalty: 937.402100
	Iteration 45Q: 3 clusters Score -975134.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -975165.812500 Penalty: 937.402100
	Iteration 46Q: 3 clusters Score -975165.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -975203.062500 Penalty: 937.402100
	Iteration 47Q: 3 clusters Score -975203.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -975245.750000 Penalty: 937.402100
	Iteration 48Q: 3 clusters Score -975245.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 28253 members 
Entering Unmasked Estep 
Score: -975287.875000 Penalty: 937.402100
	Iteration 49Q: 3 clusters Score -975287.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -975322.187500 Penalty: 937.402100
	Iteration 50Q: 3 clusters Score -975322.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 28469 members 
Entering Unmasked Estep 
Score: -975352.312500 Penalty: 937.402100
	Iteration 51Q: 3 clusters Score -975352.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -975376.875000 Penalty: 937.402100
	Iteration 52Q: 3 clusters Score -975376.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -975397.312500 Penalty: 937.402100
	Iteration 53Q: 3 clusters Score -975397.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -975415.062500 Penalty: 937.402100
	Iteration 54Q: 3 clusters Score -975415.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -975424.375000 Penalty: 937.402100
	Iteration 55Q: 3 clusters Score -975424.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -975432.625000 Penalty: 937.402100
	Iteration 56Q: 3 clusters Score -975432.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 28830 members 
Entering Unmasked Estep 
Score: -975440.937500 Penalty: 937.402100
	Iteration 57Q: 3 clusters Score -975440.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -975446.625000 Penalty: 937.402100
	Iteration 58Q: 3 clusters Score -975446.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -975452.312500 Penalty: 937.402100
	Iteration 59Q: 3 clusters Score -975452.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -975458.312500 Penalty: 937.402100
	Iteration 60F: 3 clusters Score -975458.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -975466.062500 Penalty: 937.402100
	Iteration 61Q: 3 clusters Score -975466.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -975468.437500 Penalty: 937.402100
	Iteration 62Q: 3 clusters Score -975468.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -975474.000000 Penalty: 937.402100
	Iteration 63Q: 3 clusters Score -975474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -975474.875000 Penalty: 937.402100
	Iteration 64Q: 3 clusters Score -975474.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -975475.875000 Penalty: 937.402100
	Iteration 65Q: 3 clusters Score -975475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -975477.562500 Penalty: 937.402100
	Iteration 66Q: 3 clusters Score -975477.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -975476.750000 Penalty: 937.402100
	Iteration 67Q: 3 clusters Score -975476.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -975475.937500 Penalty: 937.402100
	Iteration 68Q: 3 clusters Score -975475.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 28998 members 
Entering Unmasked Estep 
Score: -975477.875000 Penalty: 937.402100
	Iteration 69Q: 3 clusters Score -975477.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 29005 members 
Entering Unmasked Estep 
Score: -975481.125000 Penalty: 937.402100
	Iteration 70Q: 3 clusters Score -975481.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -975480.562500 Penalty: 937.402100
	Iteration 71Q: 3 clusters Score -975480.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -975480.750000 Penalty: 937.402100
	Iteration 72Q: 3 clusters Score -975480.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 29025 members 
Entering Unmasked Estep 
Score: -975481.875000 Penalty: 937.402100
	Iteration 73Q: 3 clusters Score -975481.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -975483.125000 Penalty: 937.402100
	Iteration 74Q: 3 clusters Score -975483.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -975482.437500 Penalty: 937.402100
	Iteration 75Q: 3 clusters Score -975482.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -975482.625000 Penalty: 937.402100
	Iteration 76Q: 3 clusters Score -975482.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -975482.625000 Penalty: 937.402100
	Iteration 77F: 3 clusters Score -975482.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -147763.218750 Penalty: 387.514099
	Iteration 0F: 2 clusters Score -147763.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -144408.078125 Penalty: 775.028198
	Iteration 0F: 3 clusters Score -144408.1 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -145876.703125 Penalty: 775.028198
	Iteration 1F: 3 clusters Score -145876.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -146162.171875 Penalty: 775.028198
	Iteration 2F: 3 clusters Score -146162.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -146400.609375 Penalty: 775.028198
	Iteration 3F: 3 clusters Score -146400.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -146560.250000 Penalty: 775.028198
	Iteration 4F: 3 clusters Score -146560.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -146709.796875 Penalty: 775.028198
	Iteration 5Q: 3 clusters Score -146709.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -146820.984375 Penalty: 775.028198
	Iteration 6Q: 3 clusters Score -146821 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -146892.968750 Penalty: 775.028198
	Iteration 7Q: 3 clusters Score -146893 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -146955.031250 Penalty: 775.028198
	Iteration 8Q: 3 clusters Score -146955 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -147012.640625 Penalty: 775.028198
	Iteration 9Q: 3 clusters Score -147012.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -147062.609375 Penalty: 775.028198
	Iteration 10Q: 3 clusters Score -147062.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -147104.687500 Penalty: 775.028198
	Iteration 11Q: 3 clusters Score -147104.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -147157.421875 Penalty: 775.028198
	Iteration 12Q: 3 clusters Score -147157.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -147209.437500 Penalty: 775.028198
	Iteration 13Q: 3 clusters Score -147209.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -147252.500000 Penalty: 775.028198
	Iteration 14Q: 3 clusters Score -147252.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -147295.140625 Penalty: 775.028198
	Iteration 15Q: 3 clusters Score -147295.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -147342.421875 Penalty: 775.028198
	Iteration 16Q: 3 clusters Score -147342.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -147382.453125 Penalty: 775.028198
	Iteration 17Q: 3 clusters Score -147382.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -147409.859375 Penalty: 775.028198
	Iteration 18Q: 3 clusters Score -147409.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -147431.140625 Penalty: 775.028198
	Iteration 19Q: 3 clusters Score -147431.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -147448.578125 Penalty: 775.028198
	Iteration 20F: 3 clusters Score -147448.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -147463.406250 Penalty: 775.028198
	Iteration 21Q: 3 clusters Score -147463.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -147470.843750 Penalty: 775.028198
	Iteration 22Q: 3 clusters Score -147470.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -147474.093750 Penalty: 775.028198
	Iteration 23Q: 3 clusters Score -147474.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -147476.171875 Penalty: 775.028198
	Iteration 24Q: 3 clusters Score -147476.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -147478.859375 Penalty: 775.028198
	Iteration 25Q: 3 clusters Score -147478.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -147481.125000 Penalty: 775.028198
	Iteration 26Q: 3 clusters Score -147481.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -147482.640625 Penalty: 775.028198
	Iteration 27Q: 3 clusters Score -147482.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -147484.046875 Penalty: 775.028198
	Iteration 28Q: 3 clusters Score -147484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -147485.171875 Penalty: 775.028198
	Iteration 29Q: 3 clusters Score -147485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -147485.515625 Penalty: 775.028198
	Iteration 30Q: 3 clusters Score -147485.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -147485.515625 Penalty: 775.028198
	Iteration 31F: 3 clusters Score -147485.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Entering Unmasked Estep 
Score: -627994.437500 Penalty: 450.769928
	Iteration 0F: 2 clusters Score -627994.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -614705.500000 Penalty: 901.539856
	Iteration 0F: 3 clusters Score -614705.5 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -620717.062500 Penalty: 901.539856
	Iteration 1F: 3 clusters Score -620717.1 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -621453.562500 Penalty: 901.539856
	Iteration 2F: 3 clusters Score -621453.6 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -622444.312500 Penalty: 901.539856
	Iteration 3F: 3 clusters Score -622444.3 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -623666.687500 Penalty: 901.539856
	Iteration 4F: 3 clusters Score -623666.7 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -624825.125000 Penalty: 901.539856
	Iteration 5F: 3 clusters Score -624825.1 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -625754.437500 Penalty: 901.539856
	Iteration 6F: 3 clusters Score -625754.4 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -626415.375000 Penalty: 901.539856
	Iteration 7Q: 3 clusters Score -626415.4 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -626867.437500 Penalty: 901.539856
	Iteration 8Q: 3 clusters Score -626867.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -627206.125000 Penalty: 901.539856
	Iteration 9Q: 3 clusters Score -627206.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -627394.312500 Penalty: 901.539856
	Iteration 10Q: 3 clusters Score -627394.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -627491.187500 Penalty: 901.539856
	Iteration 11Q: 3 clusters Score -627491.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -627552.812500 Penalty: 901.539856
	Iteration 12Q: 3 clusters Score -627552.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -627573.875000 Penalty: 901.539856
	Iteration 13Q: 3 clusters Score -627573.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -627580.500000 Penalty: 901.539856
	Iteration 14Q: 3 clusters Score -627580.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -627586.687500 Penalty: 901.539856
	Iteration 15Q: 3 clusters Score -627586.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -627594.750000 Penalty: 901.539856
	Iteration 16Q: 3 clusters Score -627594.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -627599.812500 Penalty: 901.539856
	Iteration 17Q: 3 clusters Score -627599.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -627605.937500 Penalty: 901.539856
	Iteration 18Q: 3 clusters Score -627605.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -627608.062500 Penalty: 901.539856
	Iteration 19Q: 3 clusters Score -627608.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -627608.062500 Penalty: 901.539856
	Iteration 20F: 3 clusters Score -627608.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Entering Unmasked Estep 
Score: -147808.125000 Penalty: 388.030060
	Iteration 0F: 2 clusters Score -147808.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -144456.484375 Penalty: 776.060120
	Iteration 0F: 3 clusters Score -144456.5 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -145871.250000 Penalty: 776.060120
	Iteration 1F: 3 clusters Score -145871.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -146163.468750 Penalty: 776.060120
	Iteration 2F: 3 clusters Score -146163.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -146414.515625 Penalty: 776.060120
	Iteration 3F: 3 clusters Score -146414.5 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -146630.078125 Penalty: 776.060120
	Iteration 4F: 3 clusters Score -146630.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -146806.687500 Penalty: 776.060120
	Iteration 5F: 3 clusters Score -146806.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -146960.281250 Penalty: 776.060120
	Iteration 6Q: 3 clusters Score -146960.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -147085.828125 Penalty: 776.060120
	Iteration 7Q: 3 clusters Score -147085.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -147170.593750 Penalty: 776.060120
	Iteration 8Q: 3 clusters Score -147170.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -147228.468750 Penalty: 776.060120
	Iteration 9Q: 3 clusters Score -147228.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -147259.968750 Penalty: 776.060120
	Iteration 10Q: 3 clusters Score -147260 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -147291.406250 Penalty: 776.060120
	Iteration 11Q: 3 clusters Score -147291.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -147323.781250 Penalty: 776.060120
	Iteration 12Q: 3 clusters Score -147323.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -147365.640625 Penalty: 776.060120
	Iteration 13Q: 3 clusters Score -147365.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -147417.765625 Penalty: 776.060120
	Iteration 14Q: 3 clusters Score -147417.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -147455.843750 Penalty: 776.060120
	Iteration 15Q: 3 clusters Score -147455.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -147490.625000 Penalty: 776.060120
	Iteration 16Q: 3 clusters Score -147490.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -147518.703125 Penalty: 776.060120
	Iteration 17Q: 3 clusters Score -147518.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -147549.203125 Penalty: 776.060120
	Iteration 18Q: 3 clusters Score -147549.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -147569.734375 Penalty: 776.060120
	Iteration 19Q: 3 clusters Score -147569.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -147590.843750 Penalty: 776.060120
	Iteration 20F: 3 clusters Score -147590.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -147603.031250 Penalty: 776.060120
	Iteration 21Q: 3 clusters Score -147603 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -147612.625000 Penalty: 776.060120
	Iteration 22Q: 3 clusters Score -147612.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -147618.328125 Penalty: 776.060120
	Iteration 23Q: 3 clusters Score -147618.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -147624.265625 Penalty: 776.060120
	Iteration 24Q: 3 clusters Score -147624.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -147632.015625 Penalty: 776.060120
	Iteration 25Q: 3 clusters Score -147632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -147640.109375 Penalty: 776.060120
	Iteration 26Q: 3 clusters Score -147640.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -147646.968750 Penalty: 776.060120
	Iteration 27Q: 3 clusters Score -147647 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -147654.156250 Penalty: 776.060120
	Iteration 28Q: 3 clusters Score -147654.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -147661.218750 Penalty: 776.060120
	Iteration 29Q: 3 clusters Score -147661.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -147668.406250 Penalty: 776.060120
	Iteration 30Q: 3 clusters Score -147668.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -147675.078125 Penalty: 776.060120
	Iteration 31Q: 3 clusters Score -147675.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -147680.359375 Penalty: 776.060120
	Iteration 32Q: 3 clusters Score -147680.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -147685.750000 Penalty: 776.060120
	Iteration 33Q: 3 clusters Score -147685.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -147688.453125 Penalty: 776.060120
	Iteration 34Q: 3 clusters Score -147688.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -147691.828125 Penalty: 776.060120
	Iteration 35Q: 3 clusters Score -147691.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -147693.843750 Penalty: 776.060120
	Iteration 36Q: 3 clusters Score -147693.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -147695.281250 Penalty: 776.060120
	Iteration 37Q: 3 clusters Score -147695.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -147697.453125 Penalty: 776.060120
	Iteration 38Q: 3 clusters Score -147697.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -147698.000000 Penalty: 776.060120
	Iteration 39Q: 3 clusters Score -147698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -147698.296875 Penalty: 776.060120
	Iteration 40F: 3 clusters Score -147698.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -147698.484375 Penalty: 776.060120
	Iteration 41Q: 3 clusters Score -147698.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -147698.843750 Penalty: 776.060120
	Iteration 42Q: 3 clusters Score -147698.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -147699.046875 Penalty: 776.060120
	Iteration 43Q: 3 clusters Score -147699 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -147699.062500 Penalty: 776.060120
	Iteration 44Q: 3 clusters Score -147699.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -147699.218750 Penalty: 776.060120
	Iteration 45Q: 3 clusters Score -147699.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -147699.531250 Penalty: 776.060120
	Iteration 46Q: 3 clusters Score -147699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -147699.546875 Penalty: 776.060120
	Iteration 47Q: 3 clusters Score -147699.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -147699.593750 Penalty: 776.060120
	Iteration 48Q: 3 clusters Score -147699.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -147700.078125 Penalty: 776.060120
	Iteration 49Q: 3 clusters Score -147700.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -147700.656250 Penalty: 776.060120
	Iteration 50Q: 3 clusters Score -147700.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -147701.296875 Penalty: 776.060120
	Iteration 51Q: 3 clusters Score -147701.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -147701.687500 Penalty: 776.060120
	Iteration 52Q: 3 clusters Score -147701.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -147701.734375 Penalty: 776.060120
	Iteration 53Q: 3 clusters Score -147701.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -147701.953125 Penalty: 776.060120
	Iteration 54Q: 3 clusters Score -147702 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -147701.953125 Penalty: 776.060120
	Iteration 55F: 3 clusters Score -147702 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (2043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Entering Unmasked Estep 
Score: -67404.023438 Penalty: 346.808960
	Iteration 0F: 2 clusters Score -67404.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -65930.726562 Penalty: 693.617920
	Iteration 0F: 3 clusters Score -65930.73 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -66424.609375 Penalty: 693.617920
	Iteration 1F: 3 clusters Score -66424.61 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -66516.750000 Penalty: 693.617920
	Iteration 2F: 3 clusters Score -66516.75 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -66603.968750 Penalty: 693.617920
	Iteration 3F: 3 clusters Score -66603.97 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -66672.109375 Penalty: 693.617920
	Iteration 4F: 3 clusters Score -66672.11 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -66722.742188 Penalty: 693.617920
	Iteration 5Q: 3 clusters Score -66722.74 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -66766.437500 Penalty: 693.617920
	Iteration 6Q: 3 clusters Score -66766.44 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -66806.406250 Penalty: 693.617920
	Iteration 7Q: 3 clusters Score -66806.41 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -66825.867188 Penalty: 693.617920
	Iteration 8Q: 3 clusters Score -66825.87 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -66836.789062 Penalty: 693.617920
	Iteration 9Q: 3 clusters Score -66836.79 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -66841.789062 Penalty: 693.617920
	Iteration 10Q: 3 clusters Score -66841.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -66844.734375 Penalty: 693.617920
	Iteration 11Q: 3 clusters Score -66844.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -66847.328125 Penalty: 693.617920
	Iteration 12Q: 3 clusters Score -66847.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -66849.656250 Penalty: 693.617920
	Iteration 13Q: 3 clusters Score -66849.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -66852.570312 Penalty: 693.617920
	Iteration 14Q: 3 clusters Score -66852.57 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -66858.562500 Penalty: 693.617920
	Iteration 15Q: 3 clusters Score -66858.56 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -66864.867188 Penalty: 693.617920
	Iteration 16Q: 3 clusters Score -66864.87 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -66872.023438 Penalty: 693.617920
	Iteration 17Q: 3 clusters Score -66872.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -66880.453125 Penalty: 693.617920
	Iteration 18Q: 3 clusters Score -66880.45 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -66885.945312 Penalty: 693.617920
	Iteration 19Q: 3 clusters Score -66885.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -66889.796875 Penalty: 693.617920
	Iteration 20F: 3 clusters Score -66889.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -66895.492188 Penalty: 693.617920
	Iteration 21Q: 3 clusters Score -66895.49 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -66902.023438 Penalty: 693.617920
	Iteration 22Q: 3 clusters Score -66902.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -66910.968750 Penalty: 693.617920
	Iteration 23Q: 3 clusters Score -66910.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -66918.046875 Penalty: 693.617920
	Iteration 24Q: 3 clusters Score -66918.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -66923.593750 Penalty: 693.617920
	Iteration 25Q: 3 clusters Score -66923.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -66926.664062 Penalty: 693.617920
	Iteration 26Q: 3 clusters Score -66926.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -66931.062500 Penalty: 693.617920
	Iteration 27Q: 3 clusters Score -66931.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -66934.484375 Penalty: 693.617920
	Iteration 28Q: 3 clusters Score -66934.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -66936.914062 Penalty: 693.617920
	Iteration 29Q: 3 clusters Score -66936.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -66937.820312 Penalty: 693.617920
	Iteration 30Q: 3 clusters Score -66937.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -66938.515625 Penalty: 693.617920
	Iteration 31Q: 3 clusters Score -66938.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -66940.359375 Penalty: 693.617920
	Iteration 32Q: 3 clusters Score -66940.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -66943.992188 Penalty: 693.617920
	Iteration 33Q: 3 clusters Score -66943.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -66946.382812 Penalty: 693.617920
	Iteration 34Q: 3 clusters Score -66946.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -66947.312500 Penalty: 693.617920
	Iteration 35Q: 3 clusters Score -66947.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -66948.398438 Penalty: 693.617920
	Iteration 36Q: 3 clusters Score -66948.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -66949.523438 Penalty: 693.617920
	Iteration 37Q: 3 clusters Score -66949.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -66951.382812 Penalty: 693.617920
	Iteration 38Q: 3 clusters Score -66951.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -66951.750000 Penalty: 693.617920
	Iteration 39Q: 3 clusters Score -66951.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -66952.140625 Penalty: 693.617920
	Iteration 40F: 3 clusters Score -66952.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -66952.968750 Penalty: 693.617920
	Iteration 41Q: 3 clusters Score -66952.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -66955.523438 Penalty: 693.617920
	Iteration 42Q: 3 clusters Score -66955.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -66957.515625 Penalty: 693.617920
	Iteration 43Q: 3 clusters Score -66957.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -66961.703125 Penalty: 693.617920
	Iteration 44Q: 3 clusters Score -66961.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -66965.578125 Penalty: 693.617920
	Iteration 45Q: 3 clusters Score -66965.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -66968.273438 Penalty: 693.617920
	Iteration 46Q: 3 clusters Score -66968.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -66970.601562 Penalty: 693.617920
	Iteration 47Q: 3 clusters Score -66970.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -66972.703125 Penalty: 693.617920
	Iteration 48Q: 3 clusters Score -66972.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -66975.453125 Penalty: 693.617920
	Iteration 49Q: 3 clusters Score -66975.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -66979.492188 Penalty: 693.617920
	Iteration 50Q: 3 clusters Score -66979.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -66982.296875 Penalty: 693.617920
	Iteration 51Q: 3 clusters Score -66982.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -66984.265625 Penalty: 693.617920
	Iteration 52Q: 3 clusters Score -66984.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -66986.750000 Penalty: 693.617920
	Iteration 53Q: 3 clusters Score -66986.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -66988.585938 Penalty: 693.617920
	Iteration 54Q: 3 clusters Score -66988.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -66990.117188 Penalty: 693.617920
	Iteration 55Q: 3 clusters Score -66990.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -66991.625000 Penalty: 693.617920
	Iteration 56Q: 3 clusters Score -66991.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -66992.726562 Penalty: 693.617920
	Iteration 57Q: 3 clusters Score -66992.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -66993.398438 Penalty: 693.617920
	Iteration 58Q: 3 clusters Score -66993.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -66994.171875 Penalty: 693.617920
	Iteration 59Q: 3 clusters Score -66994.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -66996.562500 Penalty: 693.617920
	Iteration 60F: 3 clusters Score -66996.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -66999.914062 Penalty: 693.617920
	Iteration 61Q: 3 clusters Score -66999.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -67003.710938 Penalty: 693.617920
	Iteration 62Q: 3 clusters Score -67003.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -67006.781250 Penalty: 693.617920
	Iteration 63Q: 3 clusters Score -67006.78 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -67011.156250 Penalty: 693.617920
	Iteration 64Q: 3 clusters Score -67011.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -67014.015625 Penalty: 693.617920
	Iteration 65Q: 3 clusters Score -67014.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -67017.773438 Penalty: 693.617920
	Iteration 66Q: 3 clusters Score -67017.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -67020.468750 Penalty: 693.617920
	Iteration 67Q: 3 clusters Score -67020.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -67022.039062 Penalty: 693.617920
	Iteration 68Q: 3 clusters Score -67022.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -67025.476562 Penalty: 693.617920
	Iteration 69Q: 3 clusters Score -67025.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -67028.000000 Penalty: 693.617920
	Iteration 70Q: 3 clusters Score -67028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -67029.875000 Penalty: 693.617920
	Iteration 71Q: 3 clusters Score -67029.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -67032.070312 Penalty: 693.617920
	Iteration 72Q: 3 clusters Score -67032.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -67033.453125 Penalty: 693.617920
	Iteration 73Q: 3 clusters Score -67033.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -67035.351562 Penalty: 693.617920
	Iteration 74Q: 3 clusters Score -67035.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -67037.695312 Penalty: 693.617920
	Iteration 75Q: 3 clusters Score -67037.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -67038.992188 Penalty: 693.617920
	Iteration 76Q: 3 clusters Score -67038.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -67039.687500 Penalty: 693.617920
	Iteration 77Q: 3 clusters Score -67039.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -67040.117188 Penalty: 693.617920
	Iteration 78Q: 3 clusters Score -67040.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -67040.117188 Penalty: 693.617920
	Iteration 79F: 3 clusters Score -67040.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -84043.851562 Penalty: 357.037628
	Iteration 0F: 2 clusters Score -84043.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -82265.414062 Penalty: 714.075256
	Iteration 0F: 3 clusters Score -82265.41 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -82824.359375 Penalty: 714.075256
	Iteration 1F: 3 clusters Score -82824.36 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -82887.156250 Penalty: 714.075256
	Iteration 2F: 3 clusters Score -82887.16 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -82947.781250 Penalty: 714.075256
	Iteration 3F: 3 clusters Score -82947.78 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -83009.757812 Penalty: 714.075256
	Iteration 4Q: 3 clusters Score -83009.76 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -83073.484375 Penalty: 714.075256
	Iteration 5Q: 3 clusters Score -83073.48 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -83156.984375 Penalty: 714.075256
	Iteration 6Q: 3 clusters Score -83156.98 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -83248.726562 Penalty: 714.075256
	Iteration 7Q: 3 clusters Score -83248.73 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -83313.914062 Penalty: 714.075256
	Iteration 8Q: 3 clusters Score -83313.91 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -83369.062500 Penalty: 714.075256
	Iteration 9Q: 3 clusters Score -83369.06 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -83398.039062 Penalty: 714.075256
	Iteration 10Q: 3 clusters Score -83398.04 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -83411.601562 Penalty: 714.075256
	Iteration 11Q: 3 clusters Score -83411.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -83417.585938 Penalty: 714.075256
	Iteration 12Q: 3 clusters Score -83417.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -83424.492188 Penalty: 714.075256
	Iteration 13Q: 3 clusters Score -83424.49 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -83428.492188 Penalty: 714.075256
	Iteration 14Q: 3 clusters Score -83428.49 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -83432.476562 Penalty: 714.075256
	Iteration 15Q: 3 clusters Score -83432.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -83437.640625 Penalty: 714.075256
	Iteration 16Q: 3 clusters Score -83437.64 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -83442.257812 Penalty: 714.075256
	Iteration 17Q: 3 clusters Score -83442.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -83450.164062 Penalty: 714.075256
	Iteration 18Q: 3 clusters Score -83450.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -83458.359375 Penalty: 714.075256
	Iteration 19Q: 3 clusters Score -83458.36 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -83464.218750 Penalty: 714.075256
	Iteration 20F: 3 clusters Score -83464.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -83472.750000 Penalty: 714.075256
	Iteration 21Q: 3 clusters Score -83472.75 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -83477.414062 Penalty: 714.075256
	Iteration 22Q: 3 clusters Score -83477.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -83480.734375 Penalty: 714.075256
	Iteration 23Q: 3 clusters Score -83480.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -83481.992188 Penalty: 714.075256
	Iteration 24Q: 3 clusters Score -83481.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -83482.367188 Penalty: 714.075256
	Iteration 25Q: 3 clusters Score -83482.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -83482.523438 Penalty: 714.075256
	Iteration 26Q: 3 clusters Score -83482.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -83482.523438 Penalty: 714.075256
	Iteration 27F: 3 clusters Score -83482.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (121178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121178 members 
Entering Unmasked Estep 
Score: -3989126.750000 Penalty: 532.578247
	Iteration 0F: 2 clusters Score -3989127 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60399 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -3907072.000000 Penalty: 1065.156494
	Iteration 0F: 3 clusters Score -3907072 nChanged 59290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57191 members 
Mstep: Class 2 contains 63987 members 
Entering Unmasked Estep 
Score: -3943149.250000 Penalty: 1065.156494
	Iteration 1F: 3 clusters Score -3943149 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55029 members 
Mstep: Class 2 contains 66149 members 
Entering Unmasked Estep 
Score: -3944653.750000 Penalty: 1065.156494
	Iteration 2Q: 3 clusters Score -3944654 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 69412 members 
Entering Unmasked Estep 
Score: -3946970.000000 Penalty: 1065.156494
	Iteration 3Q: 3 clusters Score -3946970 nChanged 5992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 74134 members 
Entering Unmasked Estep 
Score: -3950671.000000 Penalty: 1065.156494
	Iteration 4Q: 3 clusters Score -3950671 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 80154 members 
Entering Unmasked Estep 
Score: -3955790.750000 Penalty: 1065.156494
	Iteration 5F: 3 clusters Score -3955791 nChanged 7885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 87125 members 
Entering Unmasked Estep 
Score: -3961815.250000 Penalty: 1065.156494
	Iteration 6F: 3 clusters Score -3961815 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 94015 members 
Entering Unmasked Estep 
Score: -3967548.000000 Penalty: 1065.156494
	Iteration 7F: 3 clusters Score -3967548 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 100279 members 
Entering Unmasked Estep 
Score: -3972505.750000 Penalty: 1065.156494
	Iteration 8F: 3 clusters Score -3972506 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 105678 members 
Entering Unmasked Estep 
Score: -3976645.750000 Penalty: 1065.156494
	Iteration 9Q: 3 clusters Score -3976646 nChanged 4688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 110336 members 
Entering Unmasked Estep 
Score: -3980280.000000 Penalty: 1065.156494
	Iteration 10Q: 3 clusters Score -3980280 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 114154 members 
Entering Unmasked Estep 
Score: -3983294.250000 Penalty: 1065.156494
	Iteration 11Q: 3 clusters Score -3983294 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 117060 members 
Entering Unmasked Estep 
Score: -3985592.000000 Penalty: 1065.156494
	Iteration 12Q: 3 clusters Score -3985592 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 118955 members 
Entering Unmasked Estep 
Score: -3987048.500000 Penalty: 1065.156494
	Iteration 13Q: 3 clusters Score -3987048 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 120066 members 
Entering Unmasked Estep 
Score: -3987888.000000 Penalty: 1065.156494
	Iteration 14Q: 3 clusters Score -3987888 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 120608 members 
Entering Unmasked Estep 
Score: -3988260.250000 Penalty: 1065.156494
	Iteration 15Q: 3 clusters Score -3988260 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 120873 members 
Entering Unmasked Estep 
Score: -3988468.750000 Penalty: 1065.156494
	Iteration 16Q: 3 clusters Score -3988469 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 121002 members 
Entering Unmasked Estep 
Score: -3988586.750000 Penalty: 1065.156494
	Iteration 17Q: 3 clusters Score -3988587 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 121050 members 
Entering Unmasked Estep 
Score: -3988629.000000 Penalty: 1065.156494
	Iteration 18Q: 3 clusters Score -3988629 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 121066 members 
Entering Unmasked Estep 
Score: -3988651.500000 Penalty: 1065.156494
	Iteration 19Q: 3 clusters Score -3988652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 121072 members 
Entering Unmasked Estep 
Score: -3988659.250000 Penalty: 1065.156494
	Iteration 20F: 3 clusters Score -3988659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -3988662.750000 Penalty: 1065.156494
	Iteration 21Q: 3 clusters Score -3988663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 121088 members 
Entering Unmasked Estep 
Score: -3988672.000000 Penalty: 1065.156494
	Iteration 22Q: 3 clusters Score -3988672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 121092 members 
Entering Unmasked Estep 
Score: -3988673.500000 Penalty: 1065.156494
	Iteration 23Q: 3 clusters Score -3988674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 121094 members 
Entering Unmasked Estep 
Score: -3988685.250000 Penalty: 1065.156494
	Iteration 24Q: 3 clusters Score -3988685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 121097 members 
Entering Unmasked Estep 
Score: -3988690.250000 Penalty: 1065.156494
	Iteration 25Q: 3 clusters Score -3988690 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 121100 members 
Entering Unmasked Estep 
Score: -3988700.250000 Penalty: 1065.156494
	Iteration 26Q: 3 clusters Score -3988700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 121103 members 
Entering Unmasked Estep 
Score: -3988706.000000 Penalty: 1065.156494
	Iteration 27Q: 3 clusters Score -3988706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 121105 members 
Entering Unmasked Estep 
Score: -3988706.750000 Penalty: 1065.156494
	Iteration 28Q: 3 clusters Score -3988707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 121104 members 
Entering Unmasked Estep 
Score: -3988707.750000 Penalty: 1065.156494
	Iteration 29Q: 3 clusters Score -3988708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 121103 members 
Entering Unmasked Estep 
Score: -3988706.750000 Penalty: 1065.156494
	Iteration 30Q: 3 clusters Score -3988707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 121103 members 
Entering Unmasked Estep 
Score: -3988706.750000 Penalty: 1065.156494
	Iteration 31F: 3 clusters Score -3988707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Entering Unmasked Estep 
Score: -83406.765625 Penalty: 361.876007
	Iteration 0F: 2 clusters Score -83406.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -81404.117188 Penalty: 723.752014
	Iteration 0F: 3 clusters Score -81404.12 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -82141.289062 Penalty: 723.752014
	Iteration 1F: 3 clusters Score -82141.29 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -82226.757812 Penalty: 723.752014
	Iteration 2F: 3 clusters Score -82226.76 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -82313.773438 Penalty: 723.752014
	Iteration 3F: 3 clusters Score -82313.77 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -82399.515625 Penalty: 723.752014
	Iteration 4F: 3 clusters Score -82399.52 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -82474.320312 Penalty: 723.752014
	Iteration 5F: 3 clusters Score -82474.32 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -82545.523438 Penalty: 723.752014
	Iteration 6Q: 3 clusters Score -82545.52 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -82618.828125 Penalty: 723.752014
	Iteration 7Q: 3 clusters Score -82618.83 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -82706.945312 Penalty: 723.752014
	Iteration 8Q: 3 clusters Score -82706.95 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -82811.476562 Penalty: 723.752014
	Iteration 9Q: 3 clusters Score -82811.48 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -82893.843750 Penalty: 723.752014
	Iteration 10Q: 3 clusters Score -82893.84 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -82965.171875 Penalty: 723.752014
	Iteration 11Q: 3 clusters Score -82965.17 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -83016.921875 Penalty: 723.752014
	Iteration 12Q: 3 clusters Score -83016.92 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -83049.687500 Penalty: 723.752014
	Iteration 13Q: 3 clusters Score -83049.69 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83079.242188 Penalty: 723.752014
	Iteration 14Q: 3 clusters Score -83079.24 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -83106.531250 Penalty: 723.752014
	Iteration 15Q: 3 clusters Score -83106.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -83116.898438 Penalty: 723.752014
	Iteration 16Q: 3 clusters Score -83116.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -83124.812500 Penalty: 723.752014
	Iteration 17Q: 3 clusters Score -83124.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -83131.554688 Penalty: 723.752014
	Iteration 18Q: 3 clusters Score -83131.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -83141.984375 Penalty: 723.752014
	Iteration 19Q: 3 clusters Score -83141.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -83151.593750 Penalty: 723.752014
	Iteration 20F: 3 clusters Score -83151.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -83157.632812 Penalty: 723.752014
	Iteration 21Q: 3 clusters Score -83157.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -83161.687500 Penalty: 723.752014
	Iteration 22Q: 3 clusters Score -83161.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -83164.554688 Penalty: 723.752014
	Iteration 23Q: 3 clusters Score -83164.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -83166.539062 Penalty: 723.752014
	Iteration 24Q: 3 clusters Score -83166.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -83166.632812 Penalty: 723.752014
	Iteration 25Q: 3 clusters Score -83166.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -83166.632812 Penalty: 723.752014
	Iteration 26F: 3 clusters Score -83166.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Entering Unmasked Estep 
Score: -216005.250000 Penalty: 402.652893
	Iteration 0F: 2 clusters Score -216005.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -211312.609375 Penalty: 805.305786
	Iteration 0F: 3 clusters Score -211312.6 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -213219.906250 Penalty: 805.305786
	Iteration 1F: 3 clusters Score -213219.9 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -213442.953125 Penalty: 805.305786
	Iteration 2F: 3 clusters Score -213443 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -213655.156250 Penalty: 805.305786
	Iteration 3F: 3 clusters Score -213655.2 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -213871.953125 Penalty: 805.305786
	Iteration 4F: 3 clusters Score -213872 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -214123.203125 Penalty: 805.305786
	Iteration 5F: 3 clusters Score -214123.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -214344.515625 Penalty: 805.305786
	Iteration 6F: 3 clusters Score -214344.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -214537.718750 Penalty: 805.305786
	Iteration 7Q: 3 clusters Score -214537.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -214676.015625 Penalty: 805.305786
	Iteration 8Q: 3 clusters Score -214676 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -214763.828125 Penalty: 805.305786
	Iteration 9Q: 3 clusters Score -214763.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -214807.046875 Penalty: 805.305786
	Iteration 10Q: 3 clusters Score -214807 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -214841.812500 Penalty: 805.305786
	Iteration 11Q: 3 clusters Score -214841.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -214864.390625 Penalty: 805.305786
	Iteration 12Q: 3 clusters Score -214864.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -214880.687500 Penalty: 805.305786
	Iteration 13Q: 3 clusters Score -214880.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -214896.156250 Penalty: 805.305786
	Iteration 14Q: 3 clusters Score -214896.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -214911.265625 Penalty: 805.305786
	Iteration 15Q: 3 clusters Score -214911.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -214932.171875 Penalty: 805.305786
	Iteration 16Q: 3 clusters Score -214932.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -214952.640625 Penalty: 805.305786
	Iteration 17Q: 3 clusters Score -214952.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -214969.593750 Penalty: 805.305786
	Iteration 18Q: 3 clusters Score -214969.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -214981.718750 Penalty: 805.305786
	Iteration 19Q: 3 clusters Score -214981.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -214989.593750 Penalty: 805.305786
	Iteration 20F: 3 clusters Score -214989.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -214997.718750 Penalty: 805.305786
	Iteration 21Q: 3 clusters Score -214997.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -215003.812500 Penalty: 805.305786
	Iteration 22Q: 3 clusters Score -215003.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -215012.312500 Penalty: 805.305786
	Iteration 23Q: 3 clusters Score -215012.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -215018.906250 Penalty: 805.305786
	Iteration 24Q: 3 clusters Score -215018.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -215024.250000 Penalty: 805.305786
	Iteration 25Q: 3 clusters Score -215024.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -215029.453125 Penalty: 805.305786
	Iteration 26Q: 3 clusters Score -215029.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -215034.390625 Penalty: 805.305786
	Iteration 27Q: 3 clusters Score -215034.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -215036.625000 Penalty: 805.305786
	Iteration 28Q: 3 clusters Score -215036.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -215038.421875 Penalty: 805.305786
	Iteration 29Q: 3 clusters Score -215038.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -215039.640625 Penalty: 805.305786
	Iteration 30Q: 3 clusters Score -215039.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -215039.984375 Penalty: 805.305786
	Iteration 31Q: 3 clusters Score -215040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -215040.515625 Penalty: 805.305786
	Iteration 32Q: 3 clusters Score -215040.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -215041.312500 Penalty: 805.305786
	Iteration 33Q: 3 clusters Score -215041.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -215041.734375 Penalty: 805.305786
	Iteration 34Q: 3 clusters Score -215041.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -215042.515625 Penalty: 805.305786
	Iteration 35Q: 3 clusters Score -215042.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -215043.375000 Penalty: 805.305786
	Iteration 36Q: 3 clusters Score -215043.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -215043.640625 Penalty: 805.305786
	Iteration 37Q: 3 clusters Score -215043.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -215043.093750 Penalty: 805.305786
	Iteration 38Q: 3 clusters Score -215043.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -215043.578125 Penalty: 805.305786
	Iteration 39Q: 3 clusters Score -215043.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -215043.453125 Penalty: 805.305786
	Iteration 40F: 3 clusters Score -215043.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -215043.781250 Penalty: 805.305786
	Iteration 41Q: 3 clusters Score -215043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -215043.375000 Penalty: 805.305786
	Iteration 42Q: 3 clusters Score -215043.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -215043.140625 Penalty: 805.305786
	Iteration 43Q: 3 clusters Score -215043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -215043.390625 Penalty: 805.305786
	Iteration 44Q: 3 clusters Score -215043.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -215043.390625 Penalty: 805.305786
	Iteration 45F: 3 clusters Score -215043.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (150006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150006 members 
Entering Unmasked Estep 
Score: -4979776.000000 Penalty: 542.288574
	Iteration 0F: 2 clusters Score -4979776 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75204 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -4877991.500000 Penalty: 1084.577148
	Iteration 0F: 3 clusters Score -4877992 nChanged 73724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88834 members 
Mstep: Class 2 contains 61172 members 
Entering Unmasked Estep 
Score: -4927370.500000 Penalty: 1084.577148
	Iteration 1F: 3 clusters Score -4927370 nChanged 11369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97627 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -4934418.000000 Penalty: 1084.577148
	Iteration 2F: 3 clusters Score -4934418 nChanged 11878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107335 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -4942457.500000 Penalty: 1084.577148
	Iteration 3F: 3 clusters Score -4942458 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116478 members 
Mstep: Class 2 contains 33528 members 
Entering Unmasked Estep 
Score: -4950338.000000 Penalty: 1084.577148
	Iteration 4F: 3 clusters Score -4950338 nChanged 9051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124759 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -4958050.000000 Penalty: 1084.577148
	Iteration 5F: 3 clusters Score -4958050 nChanged 7259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131734 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -4964921.500000 Penalty: 1084.577148
	Iteration 6Q: 3 clusters Score -4964922 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136777 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -4969829.000000 Penalty: 1084.577148
	Iteration 7Q: 3 clusters Score -4969829 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140091 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -4972927.500000 Penalty: 1084.577148
	Iteration 8Q: 3 clusters Score -4972928 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142232 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -4974671.500000 Penalty: 1084.577148
	Iteration 9Q: 3 clusters Score -4974672 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143815 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -4975861.500000 Penalty: 1084.577148
	Iteration 10Q: 3 clusters Score -4975862 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145116 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -4976737.000000 Penalty: 1084.577148
	Iteration 11Q: 3 clusters Score -4976737 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146107 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -4977341.000000 Penalty: 1084.577148
	Iteration 12Q: 3 clusters Score -4977341 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146890 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -4977787.500000 Penalty: 1084.577148
	Iteration 13Q: 3 clusters Score -4977788 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147521 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -4978163.500000 Penalty: 1084.577148
	Iteration 14Q: 3 clusters Score -4978164 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147984 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -4978415.500000 Penalty: 1084.577148
	Iteration 15Q: 3 clusters Score -4978416 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148369 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4978615.000000 Penalty: 1084.577148
	Iteration 16Q: 3 clusters Score -4978615 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148677 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4978768.000000 Penalty: 1084.577148
	Iteration 17Q: 3 clusters Score -4978768 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148930 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -4978909.000000 Penalty: 1084.577148
	Iteration 18Q: 3 clusters Score -4978909 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149130 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -4979023.500000 Penalty: 1084.577148
	Iteration 19Q: 3 clusters Score -4979024 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149286 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -4979111.000000 Penalty: 1084.577148
	Iteration 20F: 3 clusters Score -4979111 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149398 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4979170.500000 Penalty: 1084.577148
	Iteration 21Q: 3 clusters Score -4979170 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149484 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4979199.500000 Penalty: 1084.577148
	Iteration 22Q: 3 clusters Score -4979200 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149559 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4979235.000000 Penalty: 1084.577148
	Iteration 23Q: 3 clusters Score -4979235 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149609 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -4979251.500000 Penalty: 1084.577148
	Iteration 24Q: 3 clusters Score -4979252 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149655 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -4979274.500000 Penalty: 1084.577148
	Iteration 25Q: 3 clusters Score -4979274 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149690 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4979297.500000 Penalty: 1084.577148
	Iteration 26Q: 3 clusters Score -4979298 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149721 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4979318.500000 Penalty: 1084.577148
	Iteration 27Q: 3 clusters Score -4979318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149742 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -4979331.500000 Penalty: 1084.577148
	Iteration 28Q: 3 clusters Score -4979332 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149755 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -4979336.500000 Penalty: 1084.577148
	Iteration 29Q: 3 clusters Score -4979336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149764 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -4979338.000000 Penalty: 1084.577148
	Iteration 30Q: 3 clusters Score -4979338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149775 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -4979343.000000 Penalty: 1084.577148
	Iteration 31Q: 3 clusters Score -4979343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149781 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4979347.000000 Penalty: 1084.577148
	Iteration 32Q: 3 clusters Score -4979347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149785 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4979353.000000 Penalty: 1084.577148
	Iteration 33Q: 3 clusters Score -4979353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4979357.500000 Penalty: 1084.577148
	Iteration 34Q: 3 clusters Score -4979358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149796 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -4979356.500000 Penalty: 1084.577148
	Iteration 35Q: 3 clusters Score -4979356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149800 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -4979362.000000 Penalty: 1084.577148
	Iteration 36Q: 3 clusters Score -4979362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149803 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -4979359.500000 Penalty: 1084.577148
	Iteration 37Q: 3 clusters Score -4979360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149805 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -4979364.000000 Penalty: 1084.577148
	Iteration 38Q: 3 clusters Score -4979364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149807 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -4979367.500000 Penalty: 1084.577148
	Iteration 39Q: 3 clusters Score -4979368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149809 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4979368.000000 Penalty: 1084.577148
	Iteration 40F: 3 clusters Score -4979368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149809 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -4979367.500000 Penalty: 1084.577148
	Iteration 41Q: 3 clusters Score -4979368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149810 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4979368.000000 Penalty: 1084.577148
	Iteration 42Q: 3 clusters Score -4979368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149810 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -4979368.000000 Penalty: 1084.577148
	Iteration 43F: 3 clusters Score -4979368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52141 members 
Entering Unmasked Estep 
Score: -1606493.500000 Penalty: 494.207642
	Iteration 0F: 2 clusters Score -1606494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -1571305.125000 Penalty: 988.415283
	Iteration 0F: 3 clusters Score -1571305 nChanged 25451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -1588629.875000 Penalty: 988.415283
	Iteration 1F: 3 clusters Score -1588630 nChanged 3865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35958 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1591067.750000 Penalty: 988.415283
	Iteration 2F: 3 clusters Score -1591068 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -1594458.000000 Penalty: 988.415283
	Iteration 3F: 3 clusters Score -1594458 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -1598222.375000 Penalty: 988.415283
	Iteration 4F: 3 clusters Score -1598222 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1601272.125000 Penalty: 988.415283
	Iteration 5F: 3 clusters Score -1601272 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48187 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1603226.000000 Penalty: 988.415283
	Iteration 6Q: 3 clusters Score -1603226 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49276 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1604249.375000 Penalty: 988.415283
	Iteration 7Q: 3 clusters Score -1604249 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49985 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1604879.875000 Penalty: 988.415283
	Iteration 8Q: 3 clusters Score -1604880 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1605258.000000 Penalty: 988.415283
	Iteration 9Q: 3 clusters Score -1605258 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1605507.750000 Penalty: 988.415283
	Iteration 10Q: 3 clusters Score -1605508 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51179 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1605686.625000 Penalty: 988.415283
	Iteration 11Q: 3 clusters Score -1605687 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1605798.250000 Penalty: 988.415283
	Iteration 12Q: 3 clusters Score -1605798 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51536 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1605878.750000 Penalty: 988.415283
	Iteration 13Q: 3 clusters Score -1605879 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1605942.000000 Penalty: 988.415283
	Iteration 14Q: 3 clusters Score -1605942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1605993.125000 Penalty: 988.415283
	Iteration 15Q: 3 clusters Score -1605993 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -1606022.125000 Penalty: 988.415283
	Iteration 16Q: 3 clusters Score -1606022 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1606044.625000 Penalty: 988.415283
	Iteration 17Q: 3 clusters Score -1606045 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51827 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1606063.250000 Penalty: 988.415283
	Iteration 18Q: 3 clusters Score -1606063 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51849 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1606074.875000 Penalty: 988.415283
	Iteration 19Q: 3 clusters Score -1606075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51869 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1606086.375000 Penalty: 988.415283
	Iteration 20F: 3 clusters Score -1606086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1606100.000000 Penalty: 988.415283
	Iteration 21Q: 3 clusters Score -1606100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51903 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1606113.625000 Penalty: 988.415283
	Iteration 22Q: 3 clusters Score -1606114 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51913 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -1606116.125000 Penalty: 988.415283
	Iteration 23Q: 3 clusters Score -1606116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51920 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -1606120.750000 Penalty: 988.415283
	Iteration 24Q: 3 clusters Score -1606121 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -1606124.625000 Penalty: 988.415283
	Iteration 25Q: 3 clusters Score -1606125 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51936 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -1606128.500000 Penalty: 988.415283
	Iteration 26Q: 3 clusters Score -1606128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -1606131.125000 Penalty: 988.415283
	Iteration 27Q: 3 clusters Score -1606131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1606134.125000 Penalty: 988.415283
	Iteration 28Q: 3 clusters Score -1606134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51939 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1606134.125000 Penalty: 988.415283
	Iteration 29F: 3 clusters Score -1606134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Entering Unmasked Estep 
Score: -212549.390625 Penalty: 400.384613
	Iteration 0F: 2 clusters Score -212549.4 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 3284 members 
Entering Unmasked Estep 
Score: -208056.843750 Penalty: 800.769226
	Iteration 0F: 3 clusters Score -208056.8 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -209927.843750 Penalty: 800.769226
	Iteration 1F: 3 clusters Score -209927.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -210139.093750 Penalty: 800.769226
	Iteration 2F: 3 clusters Score -210139.1 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -210388.437500 Penalty: 800.769226
	Iteration 3F: 3 clusters Score -210388.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -210696.781250 Penalty: 800.769226
	Iteration 4F: 3 clusters Score -210696.8 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -211025.531250 Penalty: 800.769226
	Iteration 5F: 3 clusters Score -211025.5 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -211349.531250 Penalty: 800.769226
	Iteration 6F: 3 clusters Score -211349.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -211641.546875 Penalty: 800.769226
	Iteration 7Q: 3 clusters Score -211641.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -211869.515625 Penalty: 800.769226
	Iteration 8Q: 3 clusters Score -211869.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -211978.500000 Penalty: 800.769226
	Iteration 9Q: 3 clusters Score -211978.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -212023.359375 Penalty: 800.769226
	Iteration 10Q: 3 clusters Score -212023.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -212052.671875 Penalty: 800.769226
	Iteration 11Q: 3 clusters Score -212052.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -212075.328125 Penalty: 800.769226
	Iteration 12Q: 3 clusters Score -212075.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -212095.265625 Penalty: 800.769226
	Iteration 13Q: 3 clusters Score -212095.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -212113.890625 Penalty: 800.769226
	Iteration 14Q: 3 clusters Score -212113.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -212134.234375 Penalty: 800.769226
	Iteration 15Q: 3 clusters Score -212134.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -212149.828125 Penalty: 800.769226
	Iteration 16Q: 3 clusters Score -212149.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -212160.734375 Penalty: 800.769226
	Iteration 17Q: 3 clusters Score -212160.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -212169.140625 Penalty: 800.769226
	Iteration 18Q: 3 clusters Score -212169.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -212175.562500 Penalty: 800.769226
	Iteration 19Q: 3 clusters Score -212175.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -212181.484375 Penalty: 800.769226
	Iteration 20F: 3 clusters Score -212181.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -212187.031250 Penalty: 800.769226
	Iteration 21Q: 3 clusters Score -212187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -212188.750000 Penalty: 800.769226
	Iteration 22Q: 3 clusters Score -212188.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -212189.906250 Penalty: 800.769226
	Iteration 23Q: 3 clusters Score -212189.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -212193.468750 Penalty: 800.769226
	Iteration 24Q: 3 clusters Score -212193.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -212196.312500 Penalty: 800.769226
	Iteration 25Q: 3 clusters Score -212196.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -212198.296875 Penalty: 800.769226
	Iteration 26Q: 3 clusters Score -212198.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -212200.437500 Penalty: 800.769226
	Iteration 27Q: 3 clusters Score -212200.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -212202.796875 Penalty: 800.769226
	Iteration 28Q: 3 clusters Score -212202.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -212208.546875 Penalty: 800.769226
	Iteration 29Q: 3 clusters Score -212208.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -212211.125000 Penalty: 800.769226
	Iteration 30Q: 3 clusters Score -212211.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -212213.515625 Penalty: 800.769226
	Iteration 31Q: 3 clusters Score -212213.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -212215.421875 Penalty: 800.769226
	Iteration 32Q: 3 clusters Score -212215.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -212217.187500 Penalty: 800.769226
	Iteration 33Q: 3 clusters Score -212217.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -212218.562500 Penalty: 800.769226
	Iteration 34Q: 3 clusters Score -212218.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -212218.781250 Penalty: 800.769226
	Iteration 35Q: 3 clusters Score -212218.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -212218.781250 Penalty: 800.769226
	Iteration 36F: 3 clusters Score -212218.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Entering Unmasked Estep 
Score: -778631.937500 Penalty: 459.851776
	Iteration 0F: 2 clusters Score -778631.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -762351.625000 Penalty: 919.703552
	Iteration 0F: 3 clusters Score -762351.6 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -769987.000000 Penalty: 919.703552
	Iteration 1F: 3 clusters Score -769987 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -770831.812500 Penalty: 919.703552
	Iteration 2F: 3 clusters Score -770831.8 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -771885.437500 Penalty: 919.703552
	Iteration 3F: 3 clusters Score -771885.4 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -773074.437500 Penalty: 919.703552
	Iteration 4F: 3 clusters Score -773074.4 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -774184.875000 Penalty: 919.703552
	Iteration 5F: 3 clusters Score -774184.9 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -774815.375000 Penalty: 919.703552
	Iteration 6F: 3 clusters Score -774815.4 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -775077.437500 Penalty: 919.703552
	Iteration 7Q: 3 clusters Score -775077.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -775199.375000 Penalty: 919.703552
	Iteration 8Q: 3 clusters Score -775199.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -775287.375000 Penalty: 919.703552
	Iteration 9Q: 3 clusters Score -775287.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15654 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -775359.375000 Penalty: 919.703552
	Iteration 10Q: 3 clusters Score -775359.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -775434.562500 Penalty: 919.703552
	Iteration 11Q: 3 clusters Score -775434.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -775509.250000 Penalty: 919.703552
	Iteration 12Q: 3 clusters Score -775509.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -775583.750000 Penalty: 919.703552
	Iteration 13Q: 3 clusters Score -775583.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -775647.000000 Penalty: 919.703552
	Iteration 14Q: 3 clusters Score -775647 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -775717.625000 Penalty: 919.703552
	Iteration 15Q: 3 clusters Score -775717.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -775796.875000 Penalty: 919.703552
	Iteration 16Q: 3 clusters Score -775796.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -775885.250000 Penalty: 919.703552
	Iteration 17Q: 3 clusters Score -775885.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -775983.375000 Penalty: 919.703552
	Iteration 18Q: 3 clusters Score -775983.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -776092.812500 Penalty: 919.703552
	Iteration 19Q: 3 clusters Score -776092.8 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -776206.562500 Penalty: 919.703552
	Iteration 20F: 3 clusters Score -776206.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -776330.312500 Penalty: 919.703552
	Iteration 21Q: 3 clusters Score -776330.3 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -776479.562500 Penalty: 919.703552
	Iteration 22Q: 3 clusters Score -776479.6 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -776639.062500 Penalty: 919.703552
	Iteration 23Q: 3 clusters Score -776639.1 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -776810.437500 Penalty: 919.703552
	Iteration 24Q: 3 clusters Score -776810.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -776965.500000 Penalty: 919.703552
	Iteration 25Q: 3 clusters Score -776965.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20748 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -777113.125000 Penalty: 919.703552
	Iteration 26Q: 3 clusters Score -777113.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -777235.500000 Penalty: 919.703552
	Iteration 27Q: 3 clusters Score -777235.5 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -777360.812500 Penalty: 919.703552
	Iteration 28Q: 3 clusters Score -777360.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -777487.875000 Penalty: 919.703552
	Iteration 29Q: 3 clusters Score -777487.9 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -777596.062500 Penalty: 919.703552
	Iteration 30Q: 3 clusters Score -777596.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22148 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -777683.000000 Penalty: 919.703552
	Iteration 31Q: 3 clusters Score -777683 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -777762.812500 Penalty: 919.703552
	Iteration 32Q: 3 clusters Score -777762.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22567 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -777842.875000 Penalty: 919.703552
	Iteration 33Q: 3 clusters Score -777842.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22747 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -777918.750000 Penalty: 919.703552
	Iteration 34Q: 3 clusters Score -777918.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -777985.125000 Penalty: 919.703552
	Iteration 35Q: 3 clusters Score -777985.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -778035.062500 Penalty: 919.703552
	Iteration 36Q: 3 clusters Score -778035.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -778072.312500 Penalty: 919.703552
	Iteration 37Q: 3 clusters Score -778072.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -778104.937500 Penalty: 919.703552
	Iteration 38Q: 3 clusters Score -778104.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -778124.062500 Penalty: 919.703552
	Iteration 39Q: 3 clusters Score -778124.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -778147.062500 Penalty: 919.703552
	Iteration 40F: 3 clusters Score -778147.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -778169.687500 Penalty: 919.703552
	Iteration 41Q: 3 clusters Score -778169.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -778185.750000 Penalty: 919.703552
	Iteration 42Q: 3 clusters Score -778185.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -778198.312500 Penalty: 919.703552
	Iteration 43Q: 3 clusters Score -778198.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -778214.187500 Penalty: 919.703552
	Iteration 44Q: 3 clusters Score -778214.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -778225.187500 Penalty: 919.703552
	Iteration 45Q: 3 clusters Score -778225.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -778241.625000 Penalty: 919.703552
	Iteration 46Q: 3 clusters Score -778241.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23811 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -778256.000000 Penalty: 919.703552
	Iteration 47Q: 3 clusters Score -778256 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -778273.187500 Penalty: 919.703552
	Iteration 48Q: 3 clusters Score -778273.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -778288.187500 Penalty: 919.703552
	Iteration 49Q: 3 clusters Score -778288.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -778306.750000 Penalty: 919.703552
	Iteration 50Q: 3 clusters Score -778306.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -778316.937500 Penalty: 919.703552
	Iteration 51Q: 3 clusters Score -778316.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -778325.687500 Penalty: 919.703552
	Iteration 52Q: 3 clusters Score -778325.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -778330.750000 Penalty: 919.703552
	Iteration 53Q: 3 clusters Score -778330.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -778336.125000 Penalty: 919.703552
	Iteration 54Q: 3 clusters Score -778336.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24033 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -778339.312500 Penalty: 919.703552
	Iteration 55Q: 3 clusters Score -778339.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -778345.312500 Penalty: 919.703552
	Iteration 56Q: 3 clusters Score -778345.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -778351.375000 Penalty: 919.703552
	Iteration 57Q: 3 clusters Score -778351.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -778356.187500 Penalty: 919.703552
	Iteration 58Q: 3 clusters Score -778356.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -778358.500000 Penalty: 919.703552
	Iteration 59Q: 3 clusters Score -778358.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -778359.187500 Penalty: 919.703552
	Iteration 60F: 3 clusters Score -778359.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -778364.062500 Penalty: 919.703552
	Iteration 61Q: 3 clusters Score -778364.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24102 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -778365.812500 Penalty: 919.703552
	Iteration 62Q: 3 clusters Score -778365.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -778367.625000 Penalty: 919.703552
	Iteration 63Q: 3 clusters Score -778367.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24111 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -778367.875000 Penalty: 919.703552
	Iteration 64Q: 3 clusters Score -778367.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -778368.937500 Penalty: 919.703552
	Iteration 65Q: 3 clusters Score -778368.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -778369.750000 Penalty: 919.703552
	Iteration 66Q: 3 clusters Score -778369.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -778371.812500 Penalty: 919.703552
	Iteration 67Q: 3 clusters Score -778371.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -778371.062500 Penalty: 919.703552
	Iteration 68Q: 3 clusters Score -778371.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -778371.500000 Penalty: 919.703552
	Iteration 69Q: 3 clusters Score -778371.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -778371.062500 Penalty: 919.703552
	Iteration 70Q: 3 clusters Score -778371.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24125 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -778371.500000 Penalty: 919.703552
	Iteration 71Q: 3 clusters Score -778371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -778372.125000 Penalty: 919.703552
	Iteration 72Q: 3 clusters Score -778372.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -778372.125000 Penalty: 919.703552
	Iteration 73F: 3 clusters Score -778372.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Entering Unmasked Estep 
Score: -64197.359375 Penalty: 347.669342
	Iteration 0F: 2 clusters Score -64197.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -62671.156250 Penalty: 695.338684
	Iteration 0F: 3 clusters Score -62671.16 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -63291.992188 Penalty: 695.338684
	Iteration 1F: 3 clusters Score -63291.99 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -63560.859375 Penalty: 695.338684
	Iteration 2F: 3 clusters Score -63560.86 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -63769.730469 Penalty: 695.338684
	Iteration 3F: 3 clusters Score -63769.73 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -63910.171875 Penalty: 695.338684
	Iteration 4F: 3 clusters Score -63910.17 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -63994.347656 Penalty: 695.338684
	Iteration 5Q: 3 clusters Score -63994.35 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -64042.167969 Penalty: 695.338684
	Iteration 6Q: 3 clusters Score -64042.17 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -64086.718750 Penalty: 695.338684
	Iteration 7Q: 3 clusters Score -64086.72 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -64122.406250 Penalty: 695.338684
	Iteration 8Q: 3 clusters Score -64122.41 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -64137.320312 Penalty: 695.338684
	Iteration 9Q: 3 clusters Score -64137.32 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -64140.929688 Penalty: 695.338684
	Iteration 10Q: 3 clusters Score -64140.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -64143.039062 Penalty: 695.338684
	Iteration 11Q: 3 clusters Score -64143.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -64144.355469 Penalty: 695.338684
	Iteration 12Q: 3 clusters Score -64144.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -64145.582031 Penalty: 695.338684
	Iteration 13Q: 3 clusters Score -64145.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -64146.359375 Penalty: 695.338684
	Iteration 14Q: 3 clusters Score -64146.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -64146.714844 Penalty: 695.338684
	Iteration 15Q: 3 clusters Score -64146.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -64146.875000 Penalty: 695.338684
	Iteration 16Q: 3 clusters Score -64146.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -64147.054688 Penalty: 695.338684
	Iteration 17Q: 3 clusters Score -64147.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -64147.054688 Penalty: 695.338684
	Iteration 18F: 3 clusters Score -64147.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Entering Unmasked Estep 
Score: -60837.152344 Penalty: 343.411316
	Iteration 0F: 2 clusters Score -60837.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -59519.476562 Penalty: 686.822632
	Iteration 0F: 3 clusters Score -59519.48 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -59953.019531 Penalty: 686.822632
	Iteration 1F: 3 clusters Score -59953.02 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -60024.566406 Penalty: 686.822632
	Iteration 2F: 3 clusters Score -60024.57 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -60074.808594 Penalty: 686.822632
	Iteration 3F: 3 clusters Score -60074.81 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -60119.332031 Penalty: 686.822632
	Iteration 4Q: 3 clusters Score -60119.33 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -60172.421875 Penalty: 686.822632
	Iteration 5Q: 3 clusters Score -60172.42 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -60222.734375 Penalty: 686.822632
	Iteration 6Q: 3 clusters Score -60222.73 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -60288.484375 Penalty: 686.822632
	Iteration 7Q: 3 clusters Score -60288.48 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -60346.417969 Penalty: 686.822632
	Iteration 8Q: 3 clusters Score -60346.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -60387.562500 Penalty: 686.822632
	Iteration 9Q: 3 clusters Score -60387.56 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -60409.722656 Penalty: 686.822632
	Iteration 10Q: 3 clusters Score -60409.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -60427.265625 Penalty: 686.822632
	Iteration 11Q: 3 clusters Score -60427.27 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -60435.871094 Penalty: 686.822632
	Iteration 12Q: 3 clusters Score -60435.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -60441.308594 Penalty: 686.822632
	Iteration 13Q: 3 clusters Score -60441.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -60446.320312 Penalty: 686.822632
	Iteration 14Q: 3 clusters Score -60446.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -60450.960938 Penalty: 686.822632
	Iteration 15Q: 3 clusters Score -60450.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -60453.304688 Penalty: 686.822632
	Iteration 16Q: 3 clusters Score -60453.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -60456.437500 Penalty: 686.822632
	Iteration 17Q: 3 clusters Score -60456.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -60467.589844 Penalty: 686.822632
	Iteration 18Q: 3 clusters Score -60467.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -60478.617188 Penalty: 686.822632
	Iteration 19Q: 3 clusters Score -60478.62 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -60485.519531 Penalty: 686.822632
	Iteration 20F: 3 clusters Score -60485.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -60493.703125 Penalty: 686.822632
	Iteration 21Q: 3 clusters Score -60493.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -60501.410156 Penalty: 686.822632
	Iteration 22Q: 3 clusters Score -60501.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -60507.066406 Penalty: 686.822632
	Iteration 23Q: 3 clusters Score -60507.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -60509.718750 Penalty: 686.822632
	Iteration 24Q: 3 clusters Score -60509.72 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -60511.261719 Penalty: 686.822632
	Iteration 25Q: 3 clusters Score -60511.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -60513.160156 Penalty: 686.822632
	Iteration 26Q: 3 clusters Score -60513.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -60515.042969 Penalty: 686.822632
	Iteration 27Q: 3 clusters Score -60515.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -60516.253906 Penalty: 686.822632
	Iteration 28Q: 3 clusters Score -60516.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -60518.175781 Penalty: 686.822632
	Iteration 29Q: 3 clusters Score -60518.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -60520.429688 Penalty: 686.822632
	Iteration 30Q: 3 clusters Score -60520.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -60521.308594 Penalty: 686.822632
	Iteration 31Q: 3 clusters Score -60521.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -60521.691406 Penalty: 686.822632
	Iteration 32Q: 3 clusters Score -60521.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -60524.328125 Penalty: 686.822632
	Iteration 33Q: 3 clusters Score -60524.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -60524.816406 Penalty: 686.822632
	Iteration 34Q: 3 clusters Score -60524.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -60524.816406 Penalty: 686.822632
	Iteration 35F: 3 clusters Score -60524.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Entering Unmasked Estep 
Score: -238799.578125 Penalty: 409.150055
	Iteration 0F: 2 clusters Score -238799.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -233452.375000 Penalty: 818.300110
	Iteration 0F: 3 clusters Score -233452.4 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -236112.625000 Penalty: 818.300110
	Iteration 1F: 3 clusters Score -236112.6 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -236785.890625 Penalty: 818.300110
	Iteration 2F: 3 clusters Score -236785.9 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -237433.031250 Penalty: 818.300110
	Iteration 3F: 3 clusters Score -237433 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -237883.515625 Penalty: 818.300110
	Iteration 4F: 3 clusters Score -237883.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -238158.421875 Penalty: 818.300110
	Iteration 5Q: 3 clusters Score -238158.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -238328.609375 Penalty: 818.300110
	Iteration 6Q: 3 clusters Score -238328.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -238441.406250 Penalty: 818.300110
	Iteration 7Q: 3 clusters Score -238441.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -238506.046875 Penalty: 818.300110
	Iteration 8Q: 3 clusters Score -238506 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -238540.328125 Penalty: 818.300110
	Iteration 9Q: 3 clusters Score -238540.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -238578.328125 Penalty: 818.300110
	Iteration 10Q: 3 clusters Score -238578.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -238596.843750 Penalty: 818.300110
	Iteration 11Q: 3 clusters Score -238596.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -238613.546875 Penalty: 818.300110
	Iteration 12Q: 3 clusters Score -238613.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -238630.578125 Penalty: 818.300110
	Iteration 13Q: 3 clusters Score -238630.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -238647.421875 Penalty: 818.300110
	Iteration 14Q: 3 clusters Score -238647.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -238659.250000 Penalty: 818.300110
	Iteration 15Q: 3 clusters Score -238659.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -238671.593750 Penalty: 818.300110
	Iteration 16Q: 3 clusters Score -238671.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -238677.562500 Penalty: 818.300110
	Iteration 17Q: 3 clusters Score -238677.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -238681.296875 Penalty: 818.300110
	Iteration 18Q: 3 clusters Score -238681.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -238681.953125 Penalty: 818.300110
	Iteration 19Q: 3 clusters Score -238682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -238682.359375 Penalty: 818.300110
	Iteration 20F: 3 clusters Score -238682.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -129153.132812 Penalty: 380.902039
	Iteration 0F: 2 clusters Score -129153.1 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 2161 members 
Entering Unmasked Estep 
Score: -126222.109375 Penalty: 761.804077
	Iteration 0F: 3 clusters Score -126222.1 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -127343.921875 Penalty: 761.804077
	Iteration 1F: 3 clusters Score -127343.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -127484.820312 Penalty: 761.804077
	Iteration 2F: 3 clusters Score -127484.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -127604.765625 Penalty: 761.804077
	Iteration 3F: 3 clusters Score -127604.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -127719.789062 Penalty: 761.804077
	Iteration 4Q: 3 clusters Score -127719.8 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -127876.132812 Penalty: 761.804077
	Iteration 5F: 3 clusters Score -127876.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -128029.429688 Penalty: 761.804077
	Iteration 6F: 3 clusters Score -128029.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -128146.726562 Penalty: 761.804077
	Iteration 7Q: 3 clusters Score -128146.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -128234.648438 Penalty: 761.804077
	Iteration 8Q: 3 clusters Score -128234.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -128296.507812 Penalty: 761.804077
	Iteration 9Q: 3 clusters Score -128296.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -128333.601562 Penalty: 761.804077
	Iteration 10Q: 3 clusters Score -128333.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -128357.078125 Penalty: 761.804077
	Iteration 11Q: 3 clusters Score -128357.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -128370.218750 Penalty: 761.804077
	Iteration 12Q: 3 clusters Score -128370.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -128381.867188 Penalty: 761.804077
	Iteration 13Q: 3 clusters Score -128381.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -128390.539062 Penalty: 761.804077
	Iteration 14Q: 3 clusters Score -128390.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -128400.445312 Penalty: 761.804077
	Iteration 15Q: 3 clusters Score -128400.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -128413.843750 Penalty: 761.804077
	Iteration 16Q: 3 clusters Score -128413.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -128423.085938 Penalty: 761.804077
	Iteration 17Q: 3 clusters Score -128423.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -128430.867188 Penalty: 761.804077
	Iteration 18Q: 3 clusters Score -128430.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -128437.765625 Penalty: 761.804077
	Iteration 19Q: 3 clusters Score -128437.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -128442.593750 Penalty: 761.804077
	Iteration 20F: 3 clusters Score -128442.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -128448.468750 Penalty: 761.804077
	Iteration 21Q: 3 clusters Score -128448.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -128458.632812 Penalty: 761.804077
	Iteration 22Q: 3 clusters Score -128458.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -128473.070312 Penalty: 761.804077
	Iteration 23Q: 3 clusters Score -128473.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -128482.000000 Penalty: 761.804077
	Iteration 24Q: 3 clusters Score -128482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -128487.492188 Penalty: 761.804077
	Iteration 25Q: 3 clusters Score -128487.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -128493.968750 Penalty: 761.804077
	Iteration 26Q: 3 clusters Score -128494 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -128500.531250 Penalty: 761.804077
	Iteration 27Q: 3 clusters Score -128500.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -128505.531250 Penalty: 761.804077
	Iteration 28Q: 3 clusters Score -128505.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -128511.609375 Penalty: 761.804077
	Iteration 29Q: 3 clusters Score -128511.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -128515.484375 Penalty: 761.804077
	Iteration 30Q: 3 clusters Score -128515.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -128520.742188 Penalty: 761.804077
	Iteration 31Q: 3 clusters Score -128520.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -128523.554688 Penalty: 761.804077
	Iteration 32Q: 3 clusters Score -128523.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -128527.453125 Penalty: 761.804077
	Iteration 33Q: 3 clusters Score -128527.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -128530.046875 Penalty: 761.804077
	Iteration 34Q: 3 clusters Score -128530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -128533.476562 Penalty: 761.804077
	Iteration 35Q: 3 clusters Score -128533.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -128536.289062 Penalty: 761.804077
	Iteration 36Q: 3 clusters Score -128536.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -128537.875000 Penalty: 761.804077
	Iteration 37Q: 3 clusters Score -128537.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -128538.562500 Penalty: 761.804077
	Iteration 38Q: 3 clusters Score -128538.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -128539.179688 Penalty: 761.804077
	Iteration 39Q: 3 clusters Score -128539.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -128539.570312 Penalty: 761.804077
	Iteration 40F: 3 clusters Score -128539.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -128540.234375 Penalty: 761.804077
	Iteration 41Q: 3 clusters Score -128540.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -128540.554688 Penalty: 761.804077
	Iteration 42Q: 3 clusters Score -128540.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -128540.500000 Penalty: 761.804077
	Iteration 43Q: 3 clusters Score -128540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -128540.539062 Penalty: 761.804077
	Iteration 44Q: 3 clusters Score -128540.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -128540.781250 Penalty: 761.804077
	Iteration 45Q: 3 clusters Score -128540.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -128540.914062 Penalty: 761.804077
	Iteration 46Q: 3 clusters Score -128540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -128540.937500 Penalty: 761.804077
	Iteration 47Q: 3 clusters Score -128540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -128541.039062 Penalty: 761.804077
	Iteration 48Q: 3 clusters Score -128541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -128540.914062 Penalty: 761.804077
	Iteration 49Q: 3 clusters Score -128540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -128541.195312 Penalty: 761.804077
	Iteration 50Q: 3 clusters Score -128541.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -128541.195312 Penalty: 761.804077
	Iteration 51F: 3 clusters Score -128541.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (9018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Entering Unmasked Estep 
Score: -295564.250000 Penalty: 414.367462
	Iteration 0F: 2 clusters Score -295564.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -289511.562500 Penalty: 828.734924
	Iteration 0F: 3 clusters Score -289511.6 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -291983.593750 Penalty: 828.734924
	Iteration 1F: 3 clusters Score -291983.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -292173.000000 Penalty: 828.734924
	Iteration 2F: 3 clusters Score -292173 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -292384.937500 Penalty: 828.734924
	Iteration 3Q: 3 clusters Score -292384.9 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -292681.312500 Penalty: 828.734924
	Iteration 4F: 3 clusters Score -292681.3 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -293042.125000 Penalty: 828.734924
	Iteration 5F: 3 clusters Score -293042.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -293447.875000 Penalty: 828.734924
	Iteration 6F: 3 clusters Score -293447.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -293723.968750 Penalty: 828.734924
	Iteration 7F: 3 clusters Score -293724 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -293852.000000 Penalty: 828.734924
	Iteration 8Q: 3 clusters Score -293852 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -293922.406250 Penalty: 828.734924
	Iteration 9Q: 3 clusters Score -293922.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -293965.500000 Penalty: 828.734924
	Iteration 10Q: 3 clusters Score -293965.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -294002.031250 Penalty: 828.734924
	Iteration 11Q: 3 clusters Score -294002 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -294041.437500 Penalty: 828.734924
	Iteration 12Q: 3 clusters Score -294041.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -294079.375000 Penalty: 828.734924
	Iteration 13Q: 3 clusters Score -294079.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -294122.406250 Penalty: 828.734924
	Iteration 14Q: 3 clusters Score -294122.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -294168.687500 Penalty: 828.734924
	Iteration 15Q: 3 clusters Score -294168.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -294218.656250 Penalty: 828.734924
	Iteration 16Q: 3 clusters Score -294218.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -294281.843750 Penalty: 828.734924
	Iteration 17Q: 3 clusters Score -294281.8 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -294339.156250 Penalty: 828.734924
	Iteration 18Q: 3 clusters Score -294339.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -294389.937500 Penalty: 828.734924
	Iteration 19Q: 3 clusters Score -294389.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -294445.781250 Penalty: 828.734924
	Iteration 20F: 3 clusters Score -294445.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -294511.562500 Penalty: 828.734924
	Iteration 21Q: 3 clusters Score -294511.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -294589.187500 Penalty: 828.734924
	Iteration 22Q: 3 clusters Score -294589.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -294673.937500 Penalty: 828.734924
	Iteration 23Q: 3 clusters Score -294673.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -294767.687500 Penalty: 828.734924
	Iteration 24Q: 3 clusters Score -294767.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -294860.312500 Penalty: 828.734924
	Iteration 25Q: 3 clusters Score -294860.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -294923.906250 Penalty: 828.734924
	Iteration 26Q: 3 clusters Score -294923.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -294983.062500 Penalty: 828.734924
	Iteration 27Q: 3 clusters Score -294983.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -295031.156250 Penalty: 828.734924
	Iteration 28Q: 3 clusters Score -295031.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -295066.562500 Penalty: 828.734924
	Iteration 29Q: 3 clusters Score -295066.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -295098.968750 Penalty: 828.734924
	Iteration 30Q: 3 clusters Score -295099 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -295112.187500 Penalty: 828.734924
	Iteration 31Q: 3 clusters Score -295112.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -295120.687500 Penalty: 828.734924
	Iteration 32Q: 3 clusters Score -295120.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -295129.437500 Penalty: 828.734924
	Iteration 33Q: 3 clusters Score -295129.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -295142.500000 Penalty: 828.734924
	Iteration 34Q: 3 clusters Score -295142.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -295168.250000 Penalty: 828.734924
	Iteration 35Q: 3 clusters Score -295168.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -295198.156250 Penalty: 828.734924
	Iteration 36Q: 3 clusters Score -295198.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -295226.968750 Penalty: 828.734924
	Iteration 37Q: 3 clusters Score -295227 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -295248.343750 Penalty: 828.734924
	Iteration 38Q: 3 clusters Score -295248.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -295262.093750 Penalty: 828.734924
	Iteration 39Q: 3 clusters Score -295262.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -295273.250000 Penalty: 828.734924
	Iteration 40F: 3 clusters Score -295273.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -295284.093750 Penalty: 828.734924
	Iteration 41Q: 3 clusters Score -295284.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -295290.937500 Penalty: 828.734924
	Iteration 42Q: 3 clusters Score -295290.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -295293.093750 Penalty: 828.734924
	Iteration 43Q: 3 clusters Score -295293.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -295296.968750 Penalty: 828.734924
	Iteration 44Q: 3 clusters Score -295297 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -295300.406250 Penalty: 828.734924
	Iteration 45Q: 3 clusters Score -295300.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -295302.843750 Penalty: 828.734924
	Iteration 46Q: 3 clusters Score -295302.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -295308.031250 Penalty: 828.734924
	Iteration 47Q: 3 clusters Score -295308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -295313.093750 Penalty: 828.734924
	Iteration 48Q: 3 clusters Score -295313.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -295316.281250 Penalty: 828.734924
	Iteration 49Q: 3 clusters Score -295316.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -295320.437500 Penalty: 828.734924
	Iteration 50Q: 3 clusters Score -295320.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -295325.718750 Penalty: 828.734924
	Iteration 51Q: 3 clusters Score -295325.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -295328.437500 Penalty: 828.734924
	Iteration 52Q: 3 clusters Score -295328.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -295332.687500 Penalty: 828.734924
	Iteration 53Q: 3 clusters Score -295332.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -295334.687500 Penalty: 828.734924
	Iteration 54Q: 3 clusters Score -295334.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -295335.968750 Penalty: 828.734924
	Iteration 55Q: 3 clusters Score -295336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -295335.968750 Penalty: 828.734924
	Iteration 56Q: 3 clusters Score -295336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -295336.281250 Penalty: 828.734924
	Iteration 57Q: 3 clusters Score -295336.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -295337.093750 Penalty: 828.734924
	Iteration 58Q: 3 clusters Score -295337.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -295336.937500 Penalty: 828.734924
	Iteration 59Q: 3 clusters Score -295336.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -295337.406250 Penalty: 828.734924
	Iteration 60F: 3 clusters Score -295337.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -295338.875000 Penalty: 828.734924
	Iteration 61Q: 3 clusters Score -295338.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -295340.281250 Penalty: 828.734924
	Iteration 62Q: 3 clusters Score -295340.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -295342.656250 Penalty: 828.734924
	Iteration 63Q: 3 clusters Score -295342.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -295343.406250 Penalty: 828.734924
	Iteration 64Q: 3 clusters Score -295343.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -295344.843750 Penalty: 828.734924
	Iteration 65Q: 3 clusters Score -295344.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -295345.562500 Penalty: 828.734924
	Iteration 66Q: 3 clusters Score -295345.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -295345.843750 Penalty: 828.734924
	Iteration 67Q: 3 clusters Score -295345.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -295346.593750 Penalty: 828.734924
	Iteration 68Q: 3 clusters Score -295346.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -295347.343750 Penalty: 828.734924
	Iteration 69Q: 3 clusters Score -295347.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -295347.250000 Penalty: 828.734924
	Iteration 70Q: 3 clusters Score -295347.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -295347.250000 Penalty: 828.734924
	Iteration 71F: 3 clusters Score -295347.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (36872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36872 members 
Entering Unmasked Estep 
Score: -1189470.750000 Penalty: 478.441925
	Iteration 0F: 2 clusters Score -1189471 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -1164769.375000 Penalty: 956.883850
	Iteration 0F: 3 clusters Score -1164769 nChanged 17662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -1175447.625000 Penalty: 956.883850
	Iteration 1F: 3 clusters Score -1175448 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -1176605.750000 Penalty: 956.883850
	Iteration 2F: 3 clusters Score -1176606 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -1178163.250000 Penalty: 956.883850
	Iteration 3F: 3 clusters Score -1178163 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1180178.125000 Penalty: 956.883850
	Iteration 4F: 3 clusters Score -1180178 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 15461 members 
Entering Unmasked Estep 
Score: -1182205.750000 Penalty: 956.883850
	Iteration 5F: 3 clusters Score -1182206 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22092 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -1183819.000000 Penalty: 956.883850
	Iteration 6F: 3 clusters Score -1183819 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22580 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1184781.875000 Penalty: 956.883850
	Iteration 7Q: 3 clusters Score -1184782 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1185281.250000 Penalty: 956.883850
	Iteration 8Q: 3 clusters Score -1185281 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -1185535.000000 Penalty: 956.883850
	Iteration 9Q: 3 clusters Score -1185535 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -1185698.750000 Penalty: 956.883850
	Iteration 10Q: 3 clusters Score -1185699 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1185802.500000 Penalty: 956.883850
	Iteration 11Q: 3 clusters Score -1185802 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -1185886.250000 Penalty: 956.883850
	Iteration 12Q: 3 clusters Score -1185886 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -1185957.250000 Penalty: 956.883850
	Iteration 13Q: 3 clusters Score -1185957 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -1186014.625000 Penalty: 956.883850
	Iteration 14Q: 3 clusters Score -1186015 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -1186072.250000 Penalty: 956.883850
	Iteration 15Q: 3 clusters Score -1186072 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1186125.750000 Penalty: 956.883850
	Iteration 16Q: 3 clusters Score -1186126 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -1186171.375000 Penalty: 956.883850
	Iteration 17Q: 3 clusters Score -1186171 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1186212.500000 Penalty: 956.883850
	Iteration 18Q: 3 clusters Score -1186212 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24699 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1186256.875000 Penalty: 956.883850
	Iteration 19Q: 3 clusters Score -1186257 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1186288.125000 Penalty: 956.883850
	Iteration 20F: 3 clusters Score -1186288 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 11761 members 
Entering Unmasked Estep 
Score: -1186319.625000 Penalty: 956.883850
	Iteration 21Q: 3 clusters Score -1186320 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -1186349.125000 Penalty: 956.883850
	Iteration 22Q: 3 clusters Score -1186349 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1186384.875000 Penalty: 956.883850
	Iteration 23Q: 3 clusters Score -1186385 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25772 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1186418.625000 Penalty: 956.883850
	Iteration 24Q: 3 clusters Score -1186419 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -1186450.000000 Penalty: 956.883850
	Iteration 25Q: 3 clusters Score -1186450 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1186476.875000 Penalty: 956.883850
	Iteration 26Q: 3 clusters Score -1186477 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1186493.625000 Penalty: 956.883850
	Iteration 27Q: 3 clusters Score -1186494 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -1186521.125000 Penalty: 956.883850
	Iteration 28Q: 3 clusters Score -1186521 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1186540.500000 Penalty: 956.883850
	Iteration 29Q: 3 clusters Score -1186540 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -1186572.750000 Penalty: 956.883850
	Iteration 30Q: 3 clusters Score -1186573 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1186590.750000 Penalty: 956.883850
	Iteration 31Q: 3 clusters Score -1186591 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 9484 members 
Entering Unmasked Estep 
Score: -1186611.500000 Penalty: 956.883850
	Iteration 32Q: 3 clusters Score -1186612 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1186632.375000 Penalty: 956.883850
	Iteration 33Q: 3 clusters Score -1186632 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1186660.875000 Penalty: 956.883850
	Iteration 34Q: 3 clusters Score -1186661 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1186693.000000 Penalty: 956.883850
	Iteration 35Q: 3 clusters Score -1186693 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1186723.500000 Penalty: 956.883850
	Iteration 36Q: 3 clusters Score -1186724 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -1186762.000000 Penalty: 956.883850
	Iteration 37Q: 3 clusters Score -1186762 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1186807.375000 Penalty: 956.883850
	Iteration 38Q: 3 clusters Score -1186807 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29013 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1186866.000000 Penalty: 956.883850
	Iteration 39Q: 3 clusters Score -1186866 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29337 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -1186939.250000 Penalty: 956.883850
	Iteration 40F: 3 clusters Score -1186939 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1187007.250000 Penalty: 956.883850
	Iteration 41Q: 3 clusters Score -1187007 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1187087.375000 Penalty: 956.883850
	Iteration 42Q: 3 clusters Score -1187087 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1187157.000000 Penalty: 956.883850
	Iteration 43Q: 3 clusters Score -1187157 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1187256.250000 Penalty: 956.883850
	Iteration 44Q: 3 clusters Score -1187256 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1187365.375000 Penalty: 956.883850
	Iteration 45Q: 3 clusters Score -1187365 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1187451.500000 Penalty: 956.883850
	Iteration 46Q: 3 clusters Score -1187452 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1187560.625000 Penalty: 956.883850
	Iteration 47Q: 3 clusters Score -1187561 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1187704.375000 Penalty: 956.883850
	Iteration 48Q: 3 clusters Score -1187704 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32656 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1187848.125000 Penalty: 956.883850
	Iteration 49Q: 3 clusters Score -1187848 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1187985.375000 Penalty: 956.883850
	Iteration 50Q: 3 clusters Score -1187985 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -1188131.375000 Penalty: 956.883850
	Iteration 51Q: 3 clusters Score -1188131 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -1188271.125000 Penalty: 956.883850
	Iteration 52Q: 3 clusters Score -1188271 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34222 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1188395.125000 Penalty: 956.883850
	Iteration 53Q: 3 clusters Score -1188395 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1188522.000000 Penalty: 956.883850
	Iteration 54Q: 3 clusters Score -1188522 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1188627.000000 Penalty: 956.883850
	Iteration 55Q: 3 clusters Score -1188627 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1188718.000000 Penalty: 956.883850
	Iteration 56Q: 3 clusters Score -1188718 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1188788.500000 Penalty: 956.883850
	Iteration 57Q: 3 clusters Score -1188788 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1188855.875000 Penalty: 956.883850
	Iteration 58Q: 3 clusters Score -1188856 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1188915.875000 Penalty: 956.883850
	Iteration 59Q: 3 clusters Score -1188916 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1188962.250000 Penalty: 956.883850
	Iteration 60F: 3 clusters Score -1188962 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35844 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -1188998.250000 Penalty: 956.883850
	Iteration 61Q: 3 clusters Score -1188998 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35936 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1189027.875000 Penalty: 956.883850
	Iteration 62Q: 3 clusters Score -1189028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36003 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1189058.375000 Penalty: 956.883850
	Iteration 63Q: 3 clusters Score -1189058 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36082 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1189089.500000 Penalty: 956.883850
	Iteration 64Q: 3 clusters Score -1189090 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36131 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1189112.375000 Penalty: 956.883850
	Iteration 65Q: 3 clusters Score -1189112 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36176 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1189130.750000 Penalty: 956.883850
	Iteration 66Q: 3 clusters Score -1189131 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1189136.500000 Penalty: 956.883850
	Iteration 67Q: 3 clusters Score -1189136 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1189142.250000 Penalty: 956.883850
	Iteration 68Q: 3 clusters Score -1189142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1189146.875000 Penalty: 956.883850
	Iteration 69Q: 3 clusters Score -1189147 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36240 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1189149.375000 Penalty: 956.883850
	Iteration 70Q: 3 clusters Score -1189149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1189157.750000 Penalty: 956.883850
	Iteration 71Q: 3 clusters Score -1189158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36265 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1189158.500000 Penalty: 956.883850
	Iteration 72Q: 3 clusters Score -1189158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1189165.750000 Penalty: 956.883850
	Iteration 73Q: 3 clusters Score -1189166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36296 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1189169.250000 Penalty: 956.883850
	Iteration 74Q: 3 clusters Score -1189169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36299 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1189172.500000 Penalty: 956.883850
	Iteration 75Q: 3 clusters Score -1189172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1189176.375000 Penalty: 956.883850
	Iteration 76Q: 3 clusters Score -1189176 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1189176.250000 Penalty: 956.883850
	Iteration 77Q: 3 clusters Score -1189176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1189178.000000 Penalty: 956.883850
	Iteration 78Q: 3 clusters Score -1189178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36308 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1189181.125000 Penalty: 956.883850
	Iteration 79Q: 3 clusters Score -1189181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36306 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -1189182.250000 Penalty: 956.883850
	Iteration 80F: 3 clusters Score -1189182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36307 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1189181.500000 Penalty: 956.883850
	Iteration 81Q: 3 clusters Score -1189182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1189184.250000 Penalty: 956.883850
	Iteration 82Q: 3 clusters Score -1189184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36316 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1189185.875000 Penalty: 956.883850
	Iteration 83Q: 3 clusters Score -1189186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36319 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1189187.250000 Penalty: 956.883850
	Iteration 84Q: 3 clusters Score -1189187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1189184.625000 Penalty: 956.883850
	Iteration 85Q: 3 clusters Score -1189185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1189187.250000 Penalty: 956.883850
	Iteration 86Q: 3 clusters Score -1189187 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1189187.750000 Penalty: 956.883850
	Iteration 87Q: 3 clusters Score -1189188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36327 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -1189191.375000 Penalty: 956.883850
	Iteration 88Q: 3 clusters Score -1189191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36334 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1189190.125000 Penalty: 956.883850
	Iteration 89Q: 3 clusters Score -1189190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36337 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1189191.375000 Penalty: 956.883850
	Iteration 90Q: 3 clusters Score -1189191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1189191.500000 Penalty: 956.883850
	Iteration 91Q: 3 clusters Score -1189192 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1189192.875000 Penalty: 956.883850
	Iteration 92Q: 3 clusters Score -1189193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36347 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1189193.375000 Penalty: 956.883850
	Iteration 93Q: 3 clusters Score -1189193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1189195.125000 Penalty: 956.883850
	Iteration 94Q: 3 clusters Score -1189195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36350 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1189194.750000 Penalty: 956.883850
	Iteration 95Q: 3 clusters Score -1189195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1189194.125000 Penalty: 956.883850
	Iteration 96Q: 3 clusters Score -1189194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1189194.250000 Penalty: 956.883850
	Iteration 97Q: 3 clusters Score -1189194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1189194.750000 Penalty: 956.883850
	Iteration 98Q: 3 clusters Score -1189195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1189194.750000 Penalty: 956.883850
	Iteration 99F: 3 clusters Score -1189195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Entering Unmasked Estep 
Score: -485426.718750 Penalty: 436.485260
	Iteration 0F: 2 clusters Score -485426.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -475627.968750 Penalty: 872.970520
	Iteration 0F: 3 clusters Score -475628 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -480099.187500 Penalty: 872.970520
	Iteration 1F: 3 clusters Score -480099.2 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -480713.187500 Penalty: 872.970520
	Iteration 2F: 3 clusters Score -480713.2 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -481547.750000 Penalty: 872.970520
	Iteration 3F: 3 clusters Score -481547.8 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -482499.812500 Penalty: 872.970520
	Iteration 4F: 3 clusters Score -482499.8 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -483368.906250 Penalty: 872.970520
	Iteration 5F: 3 clusters Score -483368.9 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -483884.156250 Penalty: 872.970520
	Iteration 6Q: 3 clusters Score -483884.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -484184.125000 Penalty: 872.970520
	Iteration 7Q: 3 clusters Score -484184.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -484357.906250 Penalty: 872.970520
	Iteration 8Q: 3 clusters Score -484357.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -484464.437500 Penalty: 872.970520
	Iteration 9Q: 3 clusters Score -484464.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -484559.281250 Penalty: 872.970520
	Iteration 10Q: 3 clusters Score -484559.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -484639.625000 Penalty: 872.970520
	Iteration 11Q: 3 clusters Score -484639.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -484717.343750 Penalty: 872.970520
	Iteration 12Q: 3 clusters Score -484717.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -484786.937500 Penalty: 872.970520
	Iteration 13Q: 3 clusters Score -484786.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -484853.718750 Penalty: 872.970520
	Iteration 14Q: 3 clusters Score -484853.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -484922.218750 Penalty: 872.970520
	Iteration 15Q: 3 clusters Score -484922.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -484958.625000 Penalty: 872.970520
	Iteration 16Q: 3 clusters Score -484958.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -484981.687500 Penalty: 872.970520
	Iteration 17Q: 3 clusters Score -484981.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -484996.500000 Penalty: 872.970520
	Iteration 18Q: 3 clusters Score -484996.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -485008.562500 Penalty: 872.970520
	Iteration 19Q: 3 clusters Score -485008.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -485016.343750 Penalty: 872.970520
	Iteration 20F: 3 clusters Score -485016.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -485022.687500 Penalty: 872.970520
	Iteration 21Q: 3 clusters Score -485022.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -485027.437500 Penalty: 872.970520
	Iteration 22Q: 3 clusters Score -485027.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -485028.125000 Penalty: 872.970520
	Iteration 23Q: 3 clusters Score -485028.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -485028.750000 Penalty: 872.970520
	Iteration 24Q: 3 clusters Score -485028.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -485029.375000 Penalty: 872.970520
	Iteration 25Q: 3 clusters Score -485029.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -485029.781250 Penalty: 872.970520
	Iteration 26Q: 3 clusters Score -485029.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -485030.156250 Penalty: 872.970520
	Iteration 27Q: 3 clusters Score -485030.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13779 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -485030.281250 Penalty: 872.970520
	Iteration 28Q: 3 clusters Score -485030.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -485030.968750 Penalty: 872.970520
	Iteration 29Q: 3 clusters Score -485031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -485031.812500 Penalty: 872.970520
	Iteration 30Q: 3 clusters Score -485031.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -485032.625000 Penalty: 872.970520
	Iteration 31Q: 3 clusters Score -485032.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -485033.687500 Penalty: 872.970520
	Iteration 32Q: 3 clusters Score -485033.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13800 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -485033.531250 Penalty: 872.970520
	Iteration 33Q: 3 clusters Score -485033.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -485034.187500 Penalty: 872.970520
	Iteration 34Q: 3 clusters Score -485034.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -485035.312500 Penalty: 872.970520
	Iteration 35Q: 3 clusters Score -485035.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -485036.937500 Penalty: 872.970520
	Iteration 36Q: 3 clusters Score -485036.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -485037.718750 Penalty: 872.970520
	Iteration 37Q: 3 clusters Score -485037.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -485039.343750 Penalty: 872.970520
	Iteration 38Q: 3 clusters Score -485039.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -485039.718750 Penalty: 872.970520
	Iteration 39Q: 3 clusters Score -485039.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -485040.343750 Penalty: 872.970520
	Iteration 40F: 3 clusters Score -485040.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13846 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -485041.500000 Penalty: 872.970520
	Iteration 41Q: 3 clusters Score -485041.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -485041.125000 Penalty: 872.970520
	Iteration 42Q: 3 clusters Score -485041.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -485041.125000 Penalty: 872.970520
	Iteration 43F: 3 clusters Score -485041.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Entering Unmasked Estep 
Score: -6820.068848 Penalty: 263.582123
	Iteration 0F: 2 clusters Score -6820.069 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6474.149414 Penalty: 527.164246
	Iteration 0F: 3 clusters Score -6474.149 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -6583.792480 Penalty: 527.164246
	Iteration 1F: 3 clusters Score -6583.792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6609.823730 Penalty: 527.164246
	Iteration 2F: 3 clusters Score -6609.824 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6638.371094 Penalty: 527.164246
	Iteration 3F: 3 clusters Score -6638.371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6699.744141 Penalty: 527.164246
	Iteration 4F: 3 clusters Score -6699.744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6750.727539 Penalty: 527.164246
	Iteration 5F: 3 clusters Score -6750.728 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6776.427246 Penalty: 527.164246
	Iteration 6Q: 3 clusters Score -6776.427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -6797.174316 Penalty: 527.164246
	Iteration 7Q: 3 clusters Score -6797.174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -6818.798340 Penalty: 527.164246
	Iteration 8Q: 3 clusters Score -6818.798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -6824.652832 Penalty: 527.164246
	Iteration 9Q: 3 clusters Score -6824.653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -6827.745605 Penalty: 527.164246
	Iteration 10Q: 3 clusters Score -6827.746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -6832.555664 Penalty: 527.164246
	Iteration 11Q: 3 clusters Score -6832.556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6834.165527 Penalty: 527.164246
	Iteration 12Q: 3 clusters Score -6834.166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -6836.153320 Penalty: 527.164246
	Iteration 13Q: 3 clusters Score -6836.153 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6839.515137 Penalty: 527.164246
	Iteration 14Q: 3 clusters Score -6839.515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -6849.750488 Penalty: 527.164246
	Iteration 15Q: 3 clusters Score -6849.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6850.333984 Penalty: 527.164246
	Iteration 16Q: 3 clusters Score -6850.334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6851.061523 Penalty: 527.164246
	Iteration 17Q: 3 clusters Score -6851.062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6851.061523 Penalty: 527.164246
	Iteration 18F: 3 clusters Score -6851.062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 20071 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 2043 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 121178 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 6971 members 
Mstep: Class 10 contains 150006 members 
Mstep: Class 11 contains 52141 members 
Mstep: Class 12 contains 6632 members 
Mstep: Class 13 contains 24505 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 8041 members 
Mstep: Class 17 contains 4322 members 
Mstep: Class 18 contains 9018 members 
Mstep: Class 19 contains 36872 members 
Mstep: Class 20 contains 14663 members 
Mstep: Class 21 contains 162 members 
Mstep: Class 22 contains 3258 members 
Mstep: Class 23 contains 4551 members 
Mstep: Class 24 contains 9286 members 
Mstep: Class 25 contains 166 members 
Entering Unmasked Estep 
Score: -15736096.000000 Penalty: 14978.081055
Splitting cluster 21 changes total score from -15736391.000000 to -15736096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Entering Unmasked Estep 
Score: -100761.281250 Penalty: 368.043549
	Iteration 0F: 2 clusters Score -100761.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -98519.562500 Penalty: 736.087097
	Iteration 0F: 3 clusters Score -98519.56 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -99336.523438 Penalty: 736.087097
	Iteration 1F: 3 clusters Score -99336.52 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -99474.828125 Penalty: 736.087097
	Iteration 2F: 3 clusters Score -99474.83 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -99598.398438 Penalty: 736.087097
	Iteration 3F: 3 clusters Score -99598.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -99689.429688 Penalty: 736.087097
	Iteration 4F: 3 clusters Score -99689.43 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -99761.468750 Penalty: 736.087097
	Iteration 5Q: 3 clusters Score -99761.47 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -99837.867188 Penalty: 736.087097
	Iteration 6Q: 3 clusters Score -99837.87 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -99916.179688 Penalty: 736.087097
	Iteration 7Q: 3 clusters Score -99916.18 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -99991.015625 Penalty: 736.087097
	Iteration 8Q: 3 clusters Score -99991.02 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -100075.828125 Penalty: 736.087097
	Iteration 9Q: 3 clusters Score -100075.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -100158.242188 Penalty: 736.087097
	Iteration 10Q: 3 clusters Score -100158.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -100254.890625 Penalty: 736.087097
	Iteration 11Q: 3 clusters Score -100254.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -100319.078125 Penalty: 736.087097
	Iteration 12Q: 3 clusters Score -100319.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -100352.765625 Penalty: 736.087097
	Iteration 13Q: 3 clusters Score -100352.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -100376.367188 Penalty: 736.087097
	Iteration 14Q: 3 clusters Score -100376.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -100390.710938 Penalty: 736.087097
	Iteration 15Q: 3 clusters Score -100390.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -100404.187500 Penalty: 736.087097
	Iteration 16Q: 3 clusters Score -100404.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -100413.718750 Penalty: 736.087097
	Iteration 17Q: 3 clusters Score -100413.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -100425.250000 Penalty: 736.087097
	Iteration 18Q: 3 clusters Score -100425.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -100426.765625 Penalty: 736.087097
	Iteration 19Q: 3 clusters Score -100426.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -100428.273438 Penalty: 736.087097
	Iteration 20F: 3 clusters Score -100428.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -100431.007812 Penalty: 736.087097
	Iteration 21Q: 3 clusters Score -100431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -100431.304688 Penalty: 736.087097
	Iteration 22Q: 3 clusters Score -100431.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -100431.304688 Penalty: 736.087097
	Iteration 23F: 3 clusters Score -100431.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Entering Unmasked Estep 
Score: -133692.000000 Penalty: 383.251160
	Iteration 0F: 2 clusters Score -133692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -130595.445312 Penalty: 766.502319
	Iteration 0F: 3 clusters Score -130595.4 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -131899.609375 Penalty: 766.502319
	Iteration 1F: 3 clusters Score -131899.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -132119.703125 Penalty: 766.502319
	Iteration 2F: 3 clusters Score -132119.7 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -132341.703125 Penalty: 766.502319
	Iteration 3F: 3 clusters Score -132341.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -132569.500000 Penalty: 766.502319
	Iteration 4F: 3 clusters Score -132569.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -132754.593750 Penalty: 766.502319
	Iteration 5F: 3 clusters Score -132754.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -132900.140625 Penalty: 766.502319
	Iteration 6F: 3 clusters Score -132900.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -132981.218750 Penalty: 766.502319
	Iteration 7Q: 3 clusters Score -132981.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -133039.609375 Penalty: 766.502319
	Iteration 8Q: 3 clusters Score -133039.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -133086.000000 Penalty: 766.502319
	Iteration 9Q: 3 clusters Score -133086 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -133133.140625 Penalty: 766.502319
	Iteration 10Q: 3 clusters Score -133133.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -133182.906250 Penalty: 766.502319
	Iteration 11Q: 3 clusters Score -133182.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -133227.562500 Penalty: 766.502319
	Iteration 12Q: 3 clusters Score -133227.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -133260.328125 Penalty: 766.502319
	Iteration 13Q: 3 clusters Score -133260.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -133301.750000 Penalty: 766.502319
	Iteration 14Q: 3 clusters Score -133301.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -133344.984375 Penalty: 766.502319
	Iteration 15Q: 3 clusters Score -133345 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -133376.593750 Penalty: 766.502319
	Iteration 16Q: 3 clusters Score -133376.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -133422.468750 Penalty: 766.502319
	Iteration 17Q: 3 clusters Score -133422.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -133470.781250 Penalty: 766.502319
	Iteration 18Q: 3 clusters Score -133470.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -133510.875000 Penalty: 766.502319
	Iteration 19Q: 3 clusters Score -133510.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -133545.203125 Penalty: 766.502319
	Iteration 20F: 3 clusters Score -133545.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -133585.484375 Penalty: 766.502319
	Iteration 21Q: 3 clusters Score -133585.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -133614.203125 Penalty: 766.502319
	Iteration 22Q: 3 clusters Score -133614.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -133638.187500 Penalty: 766.502319
	Iteration 23Q: 3 clusters Score -133638.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -133657.421875 Penalty: 766.502319
	Iteration 24Q: 3 clusters Score -133657.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -133666.250000 Penalty: 766.502319
	Iteration 25Q: 3 clusters Score -133666.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -133671.437500 Penalty: 766.502319
	Iteration 26Q: 3 clusters Score -133671.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -133674.968750 Penalty: 766.502319
	Iteration 27Q: 3 clusters Score -133675 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -133677.203125 Penalty: 766.502319
	Iteration 28Q: 3 clusters Score -133677.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -133678.140625 Penalty: 766.502319
	Iteration 29Q: 3 clusters Score -133678.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -133678.640625 Penalty: 766.502319
	Iteration 30Q: 3 clusters Score -133678.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -133679.765625 Penalty: 766.502319
	Iteration 31Q: 3 clusters Score -133679.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -133680.578125 Penalty: 766.502319
	Iteration 32Q: 3 clusters Score -133680.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -133680.937500 Penalty: 766.502319
	Iteration 33Q: 3 clusters Score -133680.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -133680.968750 Penalty: 766.502319
	Iteration 34Q: 3 clusters Score -133681 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -133681.468750 Penalty: 766.502319
	Iteration 35Q: 3 clusters Score -133681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -133681.718750 Penalty: 766.502319
	Iteration 36Q: 3 clusters Score -133681.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -133682.453125 Penalty: 766.502319
	Iteration 37Q: 3 clusters Score -133682.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -133682.312500 Penalty: 766.502319
	Iteration 38Q: 3 clusters Score -133682.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -133682.578125 Penalty: 766.502319
	Iteration 39Q: 3 clusters Score -133682.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -133682.578125 Penalty: 766.502319
	Iteration 40F: 3 clusters Score -133682.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (9286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Entering Unmasked Estep 
Score: -317031.750000 Penalty: 415.699951
	Iteration 0F: 2 clusters Score -317031.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -310897.718750 Penalty: 831.399902
	Iteration 0F: 3 clusters Score -310897.7 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -313408.031250 Penalty: 831.399902
	Iteration 1F: 3 clusters Score -313408 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -313652.968750 Penalty: 831.399902
	Iteration 2F: 3 clusters Score -313653 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -313975.468750 Penalty: 831.399902
	Iteration 3F: 3 clusters Score -313975.5 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -314391.281250 Penalty: 831.399902
	Iteration 4F: 3 clusters Score -314391.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -314838.250000 Penalty: 831.399902
	Iteration 5F: 3 clusters Score -314838.2 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -315196.250000 Penalty: 831.399902
	Iteration 6F: 3 clusters Score -315196.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -315412.250000 Penalty: 831.399902
	Iteration 7Q: 3 clusters Score -315412.2 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -315521.531250 Penalty: 831.399902
	Iteration 8Q: 3 clusters Score -315521.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -315570.750000 Penalty: 831.399902
	Iteration 9Q: 3 clusters Score -315570.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -315600.906250 Penalty: 831.399902
	Iteration 10Q: 3 clusters Score -315600.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -315625.468750 Penalty: 831.399902
	Iteration 11Q: 3 clusters Score -315625.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -315648.718750 Penalty: 831.399902
	Iteration 12Q: 3 clusters Score -315648.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -315675.718750 Penalty: 831.399902
	Iteration 13Q: 3 clusters Score -315675.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -315698.531250 Penalty: 831.399902
	Iteration 14Q: 3 clusters Score -315698.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -315722.343750 Penalty: 831.399902
	Iteration 15Q: 3 clusters Score -315722.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -315750.281250 Penalty: 831.399902
	Iteration 16Q: 3 clusters Score -315750.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -315782.906250 Penalty: 831.399902
	Iteration 17Q: 3 clusters Score -315782.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -315810.875000 Penalty: 831.399902
	Iteration 18Q: 3 clusters Score -315810.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -315837.125000 Penalty: 831.399902
	Iteration 19Q: 3 clusters Score -315837.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -315855.656250 Penalty: 831.399902
	Iteration 20F: 3 clusters Score -315855.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -315882.750000 Penalty: 831.399902
	Iteration 21Q: 3 clusters Score -315882.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -315908.468750 Penalty: 831.399902
	Iteration 22Q: 3 clusters Score -315908.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -315926.531250 Penalty: 831.399902
	Iteration 23Q: 3 clusters Score -315926.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -315938.312500 Penalty: 831.399902
	Iteration 24Q: 3 clusters Score -315938.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -315945.843750 Penalty: 831.399902
	Iteration 25Q: 3 clusters Score -315945.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -315952.093750 Penalty: 831.399902
	Iteration 26Q: 3 clusters Score -315952.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -315955.593750 Penalty: 831.399902
	Iteration 27Q: 3 clusters Score -315955.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -315959.281250 Penalty: 831.399902
	Iteration 28Q: 3 clusters Score -315959.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -315963.437500 Penalty: 831.399902
	Iteration 29Q: 3 clusters Score -315963.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -315966.937500 Penalty: 831.399902
	Iteration 30Q: 3 clusters Score -315966.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -315969.156250 Penalty: 831.399902
	Iteration 31Q: 3 clusters Score -315969.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -315972.968750 Penalty: 831.399902
	Iteration 32Q: 3 clusters Score -315973 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -315974.875000 Penalty: 831.399902
	Iteration 33Q: 3 clusters Score -315974.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -315979.625000 Penalty: 831.399902
	Iteration 34Q: 3 clusters Score -315979.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -315983.531250 Penalty: 831.399902
	Iteration 35Q: 3 clusters Score -315983.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -315985.656250 Penalty: 831.399902
	Iteration 36Q: 3 clusters Score -315985.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -315987.781250 Penalty: 831.399902
	Iteration 37Q: 3 clusters Score -315987.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -315991.781250 Penalty: 831.399902
	Iteration 38Q: 3 clusters Score -315991.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -315993.250000 Penalty: 831.399902
	Iteration 39Q: 3 clusters Score -315993.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -315996.000000 Penalty: 831.399902
	Iteration 40F: 3 clusters Score -315996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -315999.468750 Penalty: 831.399902
	Iteration 41Q: 3 clusters Score -315999.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -316001.562500 Penalty: 831.399902
	Iteration 42Q: 3 clusters Score -316001.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -316003.062500 Penalty: 831.399902
	Iteration 43Q: 3 clusters Score -316003.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -316004.187500 Penalty: 831.399902
	Iteration 44Q: 3 clusters Score -316004.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -316005.843750 Penalty: 831.399902
	Iteration 45Q: 3 clusters Score -316005.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -316008.062500 Penalty: 831.399902
	Iteration 46Q: 3 clusters Score -316008.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -316009.781250 Penalty: 831.399902
	Iteration 47Q: 3 clusters Score -316009.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -316010.937500 Penalty: 831.399902
	Iteration 48Q: 3 clusters Score -316010.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -316012.468750 Penalty: 831.399902
	Iteration 49Q: 3 clusters Score -316012.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -316014.343750 Penalty: 831.399902
	Iteration 50Q: 3 clusters Score -316014.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -316014.218750 Penalty: 831.399902
	Iteration 51Q: 3 clusters Score -316014.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -316015.437500 Penalty: 831.399902
	Iteration 52Q: 3 clusters Score -316015.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -316016.562500 Penalty: 831.399902
	Iteration 53Q: 3 clusters Score -316016.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -316018.000000 Penalty: 831.399902
	Iteration 54Q: 3 clusters Score -316018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -316019.250000 Penalty: 831.399902
	Iteration 55Q: 3 clusters Score -316019.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -316022.562500 Penalty: 831.399902
	Iteration 56Q: 3 clusters Score -316022.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -316026.468750 Penalty: 831.399902
	Iteration 57Q: 3 clusters Score -316026.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -316028.406250 Penalty: 831.399902
	Iteration 58Q: 3 clusters Score -316028.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -316031.437500 Penalty: 831.399902
	Iteration 59Q: 3 clusters Score -316031.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -316037.406250 Penalty: 831.399902
	Iteration 60F: 3 clusters Score -316037.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -316043.031250 Penalty: 831.399902
	Iteration 61Q: 3 clusters Score -316043 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -316052.562500 Penalty: 831.399902
	Iteration 62Q: 3 clusters Score -316052.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -316058.125000 Penalty: 831.399902
	Iteration 63Q: 3 clusters Score -316058.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -316064.625000 Penalty: 831.399902
	Iteration 64Q: 3 clusters Score -316064.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -316074.343750 Penalty: 831.399902
	Iteration 65Q: 3 clusters Score -316074.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -316080.406250 Penalty: 831.399902
	Iteration 66Q: 3 clusters Score -316080.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -316086.937500 Penalty: 831.399902
	Iteration 67Q: 3 clusters Score -316086.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -316093.625000 Penalty: 831.399902
	Iteration 68Q: 3 clusters Score -316093.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -316102.406250 Penalty: 831.399902
	Iteration 69Q: 3 clusters Score -316102.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -316109.468750 Penalty: 831.399902
	Iteration 70Q: 3 clusters Score -316109.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -316116.531250 Penalty: 831.399902
	Iteration 71Q: 3 clusters Score -316116.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -316125.375000 Penalty: 831.399902
	Iteration 72Q: 3 clusters Score -316125.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -316132.312500 Penalty: 831.399902
	Iteration 73Q: 3 clusters Score -316132.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -316143.406250 Penalty: 831.399902
	Iteration 74Q: 3 clusters Score -316143.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -316152.312500 Penalty: 831.399902
	Iteration 75Q: 3 clusters Score -316152.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -316161.625000 Penalty: 831.399902
	Iteration 76Q: 3 clusters Score -316161.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -316171.906250 Penalty: 831.399902
	Iteration 77Q: 3 clusters Score -316171.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -316183.937500 Penalty: 831.399902
	Iteration 78Q: 3 clusters Score -316183.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -316198.031250 Penalty: 831.399902
	Iteration 79Q: 3 clusters Score -316198 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -316216.437500 Penalty: 831.399902
	Iteration 80F: 3 clusters Score -316216.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -316235.218750 Penalty: 831.399902
	Iteration 81Q: 3 clusters Score -316235.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -316255.718750 Penalty: 831.399902
	Iteration 82Q: 3 clusters Score -316255.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -316278.968750 Penalty: 831.399902
	Iteration 83Q: 3 clusters Score -316279 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -316298.156250 Penalty: 831.399902
	Iteration 84Q: 3 clusters Score -316298.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -316313.687500 Penalty: 831.399902
	Iteration 85Q: 3 clusters Score -316313.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -316327.812500 Penalty: 831.399902
	Iteration 86Q: 3 clusters Score -316327.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -316345.781250 Penalty: 831.399902
	Iteration 87Q: 3 clusters Score -316345.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -316357.937500 Penalty: 831.399902
	Iteration 88Q: 3 clusters Score -316357.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -316371.156250 Penalty: 831.399902
	Iteration 89Q: 3 clusters Score -316371.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -316386.531250 Penalty: 831.399902
	Iteration 90Q: 3 clusters Score -316386.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -316403.781250 Penalty: 831.399902
	Iteration 91Q: 3 clusters Score -316403.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -316423.843750 Penalty: 831.399902
	Iteration 92Q: 3 clusters Score -316423.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -316450.312500 Penalty: 831.399902
	Iteration 93Q: 3 clusters Score -316450.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -316476.062500 Penalty: 831.399902
	Iteration 94Q: 3 clusters Score -316476.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -316503.343750 Penalty: 831.399902
	Iteration 95Q: 3 clusters Score -316503.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -316524.656250 Penalty: 831.399902
	Iteration 96Q: 3 clusters Score -316524.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -316542.718750 Penalty: 831.399902
	Iteration 97Q: 3 clusters Score -316542.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -316556.718750 Penalty: 831.399902
	Iteration 98Q: 3 clusters Score -316556.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -316566.687500 Penalty: 831.399902
	Iteration 99Q: 3 clusters Score -316566.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -316579.437500 Penalty: 831.399902
	Iteration 100F: 3 clusters Score -316579.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -316595.406250 Penalty: 831.399902
	Iteration 101Q: 3 clusters Score -316595.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -316608.562500 Penalty: 831.399902
	Iteration 102Q: 3 clusters Score -316608.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -316618.062500 Penalty: 831.399902
	Iteration 103Q: 3 clusters Score -316618.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -316623.812500 Penalty: 831.399902
	Iteration 104Q: 3 clusters Score -316623.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -316629.531250 Penalty: 831.399902
	Iteration 105Q: 3 clusters Score -316629.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -316633.468750 Penalty: 831.399902
	Iteration 106Q: 3 clusters Score -316633.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -316636.593750 Penalty: 831.399902
	Iteration 107Q: 3 clusters Score -316636.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -316638.625000 Penalty: 831.399902
	Iteration 108Q: 3 clusters Score -316638.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -316639.125000 Penalty: 831.399902
	Iteration 109Q: 3 clusters Score -316639.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -316640.937500 Penalty: 831.399902
	Iteration 110Q: 3 clusters Score -316640.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -316643.312500 Penalty: 831.399902
	Iteration 111Q: 3 clusters Score -316643.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -316644.812500 Penalty: 831.399902
	Iteration 112Q: 3 clusters Score -316644.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -316645.750000 Penalty: 831.399902
	Iteration 113Q: 3 clusters Score -316645.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -316646.843750 Penalty: 831.399902
	Iteration 114Q: 3 clusters Score -316646.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -316647.281250 Penalty: 831.399902
	Iteration 115Q: 3 clusters Score -316647.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -316647.968750 Penalty: 831.399902
	Iteration 116Q: 3 clusters Score -316648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -316648.531250 Penalty: 831.399902
	Iteration 117Q: 3 clusters Score -316648.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -316650.093750 Penalty: 831.399902
	Iteration 118Q: 3 clusters Score -316650.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -316651.531250 Penalty: 831.399902
	Iteration 119Q: 3 clusters Score -316651.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -316653.156250 Penalty: 831.399902
	Iteration 120F: 3 clusters Score -316653.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -316653.656250 Penalty: 831.399902
	Iteration 121Q: 3 clusters Score -316653.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -316653.500000 Penalty: 831.399902
	Iteration 122Q: 3 clusters Score -316653.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -316653.937500 Penalty: 831.399902
	Iteration 123Q: 3 clusters Score -316653.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -316655.437500 Penalty: 831.399902
	Iteration 124Q: 3 clusters Score -316655.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -316657.406250 Penalty: 831.399902
	Iteration 125Q: 3 clusters Score -316657.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -316658.218750 Penalty: 831.399902
	Iteration 126Q: 3 clusters Score -316658.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -316660.531250 Penalty: 831.399902
	Iteration 127Q: 3 clusters Score -316660.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -316664.156250 Penalty: 831.399902
	Iteration 128Q: 3 clusters Score -316664.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -316663.781250 Penalty: 831.399902
	Iteration 129Q: 3 clusters Score -316663.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -316664.812500 Penalty: 831.399902
	Iteration 130Q: 3 clusters Score -316664.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -316665.125000 Penalty: 831.399902
	Iteration 131Q: 3 clusters Score -316665.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -316665.437500 Penalty: 831.399902
	Iteration 132Q: 3 clusters Score -316665.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -316666.250000 Penalty: 831.399902
	Iteration 133Q: 3 clusters Score -316666.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -316666.375000 Penalty: 831.399902
	Iteration 134Q: 3 clusters Score -316666.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -316667.093750 Penalty: 831.399902
	Iteration 135Q: 3 clusters Score -316667.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -316668.093750 Penalty: 831.399902
	Iteration 136Q: 3 clusters Score -316668.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -316668.375000 Penalty: 831.399902
	Iteration 137Q: 3 clusters Score -316668.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -316668.843750 Penalty: 831.399902
	Iteration 138Q: 3 clusters Score -316668.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -316668.843750 Penalty: 831.399902
	Iteration 139F: 3 clusters Score -316668.8 nChanged 0
21->25 Clusters: Score -15736391.000000, best is -15732167.000000
THE BEST YET!

Starting from 22 clusters...
--- Clustering full data set of 523108 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24765 members 
Mstep: Class 2 contains 25084 members 
Mstep: Class 3 contains 24832 members 
Mstep: Class 4 contains 25010 members 
Mstep: Class 5 contains 25046 members 
Mstep: Class 6 contains 25029 members 
Mstep: Class 7 contains 25007 members 
Mstep: Class 8 contains 24990 members 
Mstep: Class 9 contains 25118 members 
Mstep: Class 10 contains 25206 members 
Mstep: Class 11 contains 25025 members 
Mstep: Class 12 contains 25041 members 
Mstep: Class 13 contains 24624 members 
Mstep: Class 14 contains 24801 members 
Mstep: Class 15 contains 24704 members 
Mstep: Class 16 contains 24736 members 
Mstep: Class 17 contains 24881 members 
Mstep: Class 18 contains 24888 members 
Mstep: Class 19 contains 24873 members 
Mstep: Class 20 contains 24793 members 
Mstep: Class 21 contains 24655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 92.143097 but Gain 599.123047
Score: -13808417.000000 Penalty: 11982.464844
Iteration 0F: 21 clusters Score -1.380842e+07 nChanged 496421
Entering Unmasked Mstep 
Mstep: Class 0 contains 98 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 70278 members 
Mstep: Class 3 contains 17207 members 
Mstep: Class 4 contains 27863 members 
Mstep: Class 5 contains 38322 members 
Mstep: Class 6 contains 9995 members 
Mstep: Class 7 contains 68601 members 
Mstep: Class 8 contains 55018 members 
Mstep: Class 9 contains 40385 members 
Mstep: Class 10 contains 26277 members 
Mstep: Class 11 contains 13345 members 
Mstep: Class 12 contains 38638 members 
Mstep: Class 13 contains 9811 members 
Mstep: Class 14 contains 5779 members 
Mstep: Class 15 contains 10138 members 
Mstep: Class 16 contains 17915 members 
Mstep: Class 17 contains 11674 members 
Mstep: Class 19 contains 23665 members 
Mstep: Class 20 contains 14855 members 
Mstep: Class 21 contains 16324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14985462.000000 Penalty: 11982.464844
Iteration 1F: 21 clusters Score -1.498546e+07 nChanged 166946
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 78462 members 
Mstep: Class 3 contains 24673 members 
Mstep: Class 4 contains 32634 members 
Mstep: Class 5 contains 33847 members 
Mstep: Class 6 contains 7308 members 
Mstep: Class 7 contains 99846 members 
Mstep: Class 8 contains 58075 members 
Mstep: Class 9 contains 37385 members 
Mstep: Class 10 contains 19480 members 
Mstep: Class 11 contains 12459 members 
Mstep: Class 12 contains 34923 members 
Mstep: Class 13 contains 7547 members 
Mstep: Class 14 contains 2944 members 
Mstep: Class 15 contains 6545 members 
Mstep: Class 16 contains 14704 members 
Mstep: Class 17 contains 7857 members 
Mstep: Class 19 contains 16201 members 
Mstep: Class 20 contains 11928 members 
Mstep: Class 21 contains 12108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15233081.000000 Penalty: 11982.464844
Iteration 2F: 21 clusters Score -1.523308e+07 nChanged 127700
Entering Unmasked Mstep 
Mstep: Class 0 contains 67 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 83799 members 
Mstep: Class 3 contains 34306 members 
Mstep: Class 4 contains 40794 members 
Mstep: Class 5 contains 29280 members 
Mstep: Class 6 contains 4364 members 
Mstep: Class 7 contains 125084 members 
Mstep: Class 8 contains 60429 members 
Mstep: Class 9 contains 29575 members 
Mstep: Class 10 contains 13365 members 
Mstep: Class 11 contains 10644 members 
Mstep: Class 12 contains 32688 members 
Mstep: Class 13 contains 5567 members 
Mstep: Class 14 contains 1450 members 
Mstep: Class 15 contains 4194 members 
Mstep: Class 16 contains 11607 members 
Mstep: Class 17 contains 5303 members 
Mstep: Class 19 contains 9390 members 
Mstep: Class 20 contains 8545 members 
Mstep: Class 21 contains 9474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15423792.000000 Penalty: 11982.464844
Iteration 3F: 21 clusters Score -1.542379e+07 nChanged 94236
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 87059 members 
Mstep: Class 3 contains 40722 members 
Mstep: Class 4 contains 52125 members 
Mstep: Class 5 contains 25176 members 
Mstep: Class 6 contains 2142 members 
Mstep: Class 7 contains 143321 members 
Mstep: Class 8 contains 61880 members 
Mstep: Class 9 contains 20884 members 
Mstep: Class 10 contains 9259 members 
Mstep: Class 11 contains 7688 members 
Mstep: Class 12 contains 31109 members 
Mstep: Class 13 contains 3882 members 
Mstep: Class 14 contains 675 members 
Mstep: Class 15 contains 2714 members 
Mstep: Class 16 contains 9607 members 
Mstep: Class 17 contains 3740 members 
Mstep: Class 19 contains 5151 members 
Mstep: Class 20 contains 5403 members 
Mstep: Class 21 contains 7779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 365.837738 but Gain 599.124023
Score: -15532281.000000 Penalty: 11383.340820
Iteration 4F: 20 clusters Score -1.553228e+07 nChanged 63858
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 89620 members 
Mstep: Class 3 contains 44737 members 
Mstep: Class 4 contains 62474 members 
Mstep: Class 5 contains 21617 members 
Mstep: Class 6 contains 931 members 
Mstep: Class 7 contains 152687 members 
Mstep: Class 8 contains 62610 members 
Mstep: Class 9 contains 14456 members 
Mstep: Class 10 contains 6390 members 
Mstep: Class 11 contains 5014 members 
Mstep: Class 12 contains 30699 members 
Mstep: Class 13 contains 2974 members 
Mstep: Class 15 contains 2079 members 
Mstep: Class 16 contains 8415 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 19 contains 2928 members 
Mstep: Class 20 contains 3380 members 
Mstep: Class 21 contains 7033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 483.162537 but Gain 599.123047
Score: -15592912.000000 Penalty: 10784.217773
Iteration 5F: 19 clusters Score -1.559291e+07 nChanged 42857
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 90715 members 
Mstep: Class 3 contains 47322 members 
Mstep: Class 4 contains 70870 members 
Mstep: Class 5 contains 18749 members 
Mstep: Class 7 contains 157085 members 
Mstep: Class 8 contains 62578 members 
Mstep: Class 9 contains 10179 members 
Mstep: Class 10 contains 4290 members 
Mstep: Class 11 contains 3287 members 
Mstep: Class 12 contains 30858 members 
Mstep: Class 13 contains 2902 members 
Mstep: Class 15 contains 1946 members 
Mstep: Class 16 contains 7473 members 
Mstep: Class 17 contains 2141 members 
Mstep: Class 19 contains 1757 members 
Mstep: Class 20 contains 2293 members 
Mstep: Class 21 contains 6867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15629165.000000 Penalty: 10784.217773
Iteration 6F: 19 clusters Score -1.562916e+07 nChanged 30163
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 90115 members 
Mstep: Class 3 contains 48746 members 
Mstep: Class 4 contains 77441 members 
Mstep: Class 5 contains 16612 members 
Mstep: Class 7 contains 159079 members 
Mstep: Class 8 contains 62104 members 
Mstep: Class 9 contains 7504 members 
Mstep: Class 10 contains 2863 members 
Mstep: Class 11 contains 2322 members 
Mstep: Class 12 contains 31224 members 
Mstep: Class 13 contains 3494 members 
Mstep: Class 15 contains 2114 members 
Mstep: Class 16 contains 6643 members 
Mstep: Class 17 contains 1704 members 
Mstep: Class 19 contains 1109 members 
Mstep: Class 20 contains 1628 members 
Mstep: Class 21 contains 7013 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15649514.000000 Penalty: 10784.217773
Iteration 7F: 19 clusters Score -1.564951e+07 nChanged 22048
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 88520 members 
Mstep: Class 3 contains 49722 members 
Mstep: Class 4 contains 82625 members 
Mstep: Class 5 contains 15055 members 
Mstep: Class 7 contains 159940 members 
Mstep: Class 8 contains 61522 members 
Mstep: Class 9 contains 5868 members 
Mstep: Class 10 contains 2151 members 
Mstep: Class 11 contains 1754 members 
Mstep: Class 12 contains 31653 members 
Mstep: Class 13 contains 4266 members 
Mstep: Class 15 contains 2435 members 
Mstep: Class 16 contains 5979 members 
Mstep: Class 17 contains 1382 members 
Mstep: Class 19 contains 743 members 
Mstep: Class 20 contains 1193 members 
Mstep: Class 21 contains 7184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 491.978821 but Gain 599.123047
Score: -15662138.000000 Penalty: 10185.094727
Iteration 8Q: 18 clusters Score -1.566214e+07 nChanged 17349
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 86667 members 
Mstep: Class 3 contains 50440 members 
Mstep: Class 4 contains 87046 members 
Mstep: Class 5 contains 13674 members 
Mstep: Class 7 contains 160300 members 
Mstep: Class 8 contains 61033 members 
Mstep: Class 9 contains 4898 members 
Mstep: Class 10 contains 1794 members 
Mstep: Class 11 contains 1382 members 
Mstep: Class 12 contains 32052 members 
Mstep: Class 13 contains 5008 members 
Mstep: Class 15 contains 2792 members 
Mstep: Class 16 contains 5640 members 
Mstep: Class 17 contains 1179 members 
Mstep: Class 20 contains 930 members 
Mstep: Class 21 contains 7331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15671035.000000 Penalty: 10185.094727
Iteration 9Q: 18 clusters Score -1.567104e+07 nChanged 13259
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 84427 members 
Mstep: Class 3 contains 50881 members 
Mstep: Class 4 contains 90787 members 
Mstep: Class 5 contains 12406 members 
Mstep: Class 7 contains 160470 members 
Mstep: Class 8 contains 60397 members 
Mstep: Class 9 contains 4228 members 
Mstep: Class 10 contains 1577 members 
Mstep: Class 11 contains 1146 members 
Mstep: Class 12 contains 32353 members 
Mstep: Class 13 contains 5672 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 5583 members 
Mstep: Class 17 contains 1035 members 
Mstep: Class 20 contains 775 members 
Mstep: Class 21 contains 7446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15676445.000000 Penalty: 10185.094727
Iteration 10Q: 18 clusters Score -1.567644e+07 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 82225 members 
Mstep: Class 3 contains 51102 members 
Mstep: Class 4 contains 94090 members 
Mstep: Class 5 contains 11191 members 
Mstep: Class 7 contains 160632 members 
Mstep: Class 8 contains 59764 members 
Mstep: Class 9 contains 3803 members 
Mstep: Class 10 contains 1419 members 
Mstep: Class 11 contains 965 members 
Mstep: Class 12 contains 32650 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 15 contains 3313 members 
Mstep: Class 16 contains 5692 members 
Mstep: Class 17 contains 938 members 
Mstep: Class 20 contains 663 members 
Mstep: Class 21 contains 7572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15680037.000000 Penalty: 10185.094727
Iteration 11Q: 18 clusters Score -1.568004e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 80251 members 
Mstep: Class 3 contains 51143 members 
Mstep: Class 4 contains 97054 members 
Mstep: Class 5 contains 10119 members 
Mstep: Class 7 contains 160833 members 
Mstep: Class 8 contains 59144 members 
Mstep: Class 9 contains 3509 members 
Mstep: Class 10 contains 1296 members 
Mstep: Class 11 contains 820 members 
Mstep: Class 12 contains 32844 members 
Mstep: Class 13 contains 6804 members 
Mstep: Class 15 contains 3480 members 
Mstep: Class 16 contains 5854 members 
Mstep: Class 17 contains 880 members 
Mstep: Class 20 contains 596 members 
Mstep: Class 21 contains 7714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15682762.000000 Penalty: 10185.094727
Iteration 12Q: 18 clusters Score -1.568276e+07 nChanged 7569
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 78489 members 
Mstep: Class 3 contains 51174 members 
Mstep: Class 4 contains 99697 members 
Mstep: Class 5 contains 9153 members 
Mstep: Class 7 contains 161036 members 
Mstep: Class 8 contains 58572 members 
Mstep: Class 9 contains 3340 members 
Mstep: Class 10 contains 1223 members 
Mstep: Class 11 contains 722 members 
Mstep: Class 12 contains 32817 members 
Mstep: Class 13 contains 7228 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 6033 members 
Mstep: Class 17 contains 851 members 
Mstep: Class 20 contains 549 members 
Mstep: Class 21 contains 7868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15684918.000000 Penalty: 10185.094727
Iteration 13Q: 18 clusters Score -1.568492e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 76875 members 
Mstep: Class 3 contains 51175 members 
Mstep: Class 4 contains 101969 members 
Mstep: Class 5 contains 8292 members 
Mstep: Class 7 contains 161250 members 
Mstep: Class 8 contains 58140 members 
Mstep: Class 9 contains 3226 members 
Mstep: Class 10 contains 1158 members 
Mstep: Class 11 contains 647 members 
Mstep: Class 12 contains 32753 members 
Mstep: Class 13 contains 7587 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 6217 members 
Mstep: Class 17 contains 847 members 
Mstep: Class 20 contains 555 members 
Mstep: Class 21 contains 7999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15686407.000000 Penalty: 10185.094727
Iteration 14Q: 18 clusters Score -1.568641e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 75477 members 
Mstep: Class 3 contains 51181 members 
Mstep: Class 4 contains 103953 members 
Mstep: Class 5 contains 7587 members 
Mstep: Class 7 contains 161413 members 
Mstep: Class 8 contains 57762 members 
Mstep: Class 9 contains 3152 members 
Mstep: Class 10 contains 1095 members 
Mstep: Class 11 contains 584 members 
Mstep: Class 12 contains 32615 members 
Mstep: Class 13 contains 7903 members 
Mstep: Class 15 contains 3738 members 
Mstep: Class 16 contains 6364 members 
Mstep: Class 17 contains 827 members 
Mstep: Class 20 contains 579 members 
Mstep: Class 21 contains 8131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15687703.000000 Penalty: 10185.094727
Iteration 15Q: 18 clusters Score -1.56877e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 74237 members 
Mstep: Class 3 contains 51171 members 
Mstep: Class 4 contains 105726 members 
Mstep: Class 5 contains 6933 members 
Mstep: Class 7 contains 161544 members 
Mstep: Class 8 contains 57420 members 
Mstep: Class 9 contains 3137 members 
Mstep: Class 10 contains 1062 members 
Mstep: Class 11 contains 534 members 
Mstep: Class 12 contains 32408 members 
Mstep: Class 13 contains 8166 members 
Mstep: Class 15 contains 3809 members 
Mstep: Class 16 contains 6540 members 
Mstep: Class 17 contains 813 members 
Mstep: Class 20 contains 623 members 
Mstep: Class 21 contains 8249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15688597.000000 Penalty: 10185.094727
Iteration 16Q: 18 clusters Score -1.56886e+07 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 73144 members 
Mstep: Class 3 contains 51125 members 
Mstep: Class 4 contains 107238 members 
Mstep: Class 5 contains 6425 members 
Mstep: Class 7 contains 161669 members 
Mstep: Class 8 contains 57133 members 
Mstep: Class 9 contains 3186 members 
Mstep: Class 10 contains 1021 members 
Mstep: Class 11 contains 501 members 
Mstep: Class 12 contains 32146 members 
Mstep: Class 13 contains 8384 members 
Mstep: Class 15 contains 3855 members 
Mstep: Class 16 contains 6711 members 
Mstep: Class 17 contains 798 members 
Mstep: Class 20 contains 688 members 
Mstep: Class 21 contains 8363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15689437.000000 Penalty: 10185.094727
Iteration 17Q: 18 clusters Score -1.568944e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 72136 members 
Mstep: Class 3 contains 51098 members 
Mstep: Class 4 contains 108559 members 
Mstep: Class 5 contains 6017 members 
Mstep: Class 7 contains 161805 members 
Mstep: Class 8 contains 56859 members 
Mstep: Class 9 contains 3285 members 
Mstep: Class 10 contains 997 members 
Mstep: Class 11 contains 473 members 
Mstep: Class 12 contains 31850 members 
Mstep: Class 13 contains 8569 members 
Mstep: Class 15 contains 3893 members 
Mstep: Class 16 contains 6895 members 
Mstep: Class 17 contains 785 members 
Mstep: Class 20 contains 739 members 
Mstep: Class 21 contains 8442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15690145.000000 Penalty: 10185.094727
Iteration 18Q: 18 clusters Score -1.569014e+07 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 71298 members 
Mstep: Class 3 contains 51035 members 
Mstep: Class 4 contains 109689 members 
Mstep: Class 5 contains 5675 members 
Mstep: Class 7 contains 161925 members 
Mstep: Class 8 contains 56581 members 
Mstep: Class 9 contains 3405 members 
Mstep: Class 10 contains 979 members 
Mstep: Class 11 contains 451 members 
Mstep: Class 12 contains 31593 members 
Mstep: Class 13 contains 8747 members 
Mstep: Class 15 contains 3935 members 
Mstep: Class 16 contains 7059 members 
Mstep: Class 17 contains 770 members 
Mstep: Class 20 contains 783 members 
Mstep: Class 21 contains 8496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 598.806763 but Gain 599.123047
Score: -15690643.000000 Penalty: 9585.971680
Iteration 19Q: 17 clusters Score -1.569064e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 70613 members 
Mstep: Class 3 contains 51034 members 
Mstep: Class 4 contains 110759 members 
Mstep: Class 5 contains 5405 members 
Mstep: Class 7 contains 162045 members 
Mstep: Class 8 contains 56287 members 
Mstep: Class 9 contains 3571 members 
Mstep: Class 10 contains 959 members 
Mstep: Class 12 contains 31543 members 
Mstep: Class 13 contains 8938 members 
Mstep: Class 15 contains 3989 members 
Mstep: Class 16 contains 7164 members 
Mstep: Class 17 contains 760 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 8542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15692391.000000 Penalty: 9585.971680
Iteration 20F: 17 clusters Score -1.569239e+07 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 38 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 69631 members 
Mstep: Class 3 contains 50941 members 
Mstep: Class 4 contains 111630 members 
Mstep: Class 5 contains 5232 members 
Mstep: Class 7 contains 162161 members 
Mstep: Class 8 contains 55967 members 
Mstep: Class 9 contains 3811 members 
Mstep: Class 10 contains 1013 members 
Mstep: Class 12 contains 31127 members 
Mstep: Class 13 contains 9290 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 7348 members 
Mstep: Class 17 contains 745 members 
Mstep: Class 20 contains 923 members 
Mstep: Class 21 contains 8603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15693337.000000 Penalty: 9585.971680
Iteration 21Q: 17 clusters Score -1.569334e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 68669 members 
Mstep: Class 3 contains 50887 members 
Mstep: Class 4 contains 112460 members 
Mstep: Class 5 contains 5048 members 
Mstep: Class 7 contains 162246 members 
Mstep: Class 8 contains 55706 members 
Mstep: Class 9 contains 4110 members 
Mstep: Class 10 contains 973 members 
Mstep: Class 12 contains 30735 members 
Mstep: Class 13 contains 9656 members 
Mstep: Class 15 contains 4120 members 
Mstep: Class 16 contains 7508 members 
Mstep: Class 17 contains 720 members 
Mstep: Class 20 contains 996 members 
Mstep: Class 21 contains 8681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15693992.000000 Penalty: 9585.971680
Iteration 22Q: 17 clusters Score -1.569399e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 67736 members 
Mstep: Class 3 contains 50851 members 
Mstep: Class 4 contains 113194 members 
Mstep: Class 5 contains 4919 members 
Mstep: Class 7 contains 162385 members 
Mstep: Class 8 contains 55450 members 
Mstep: Class 9 contains 4417 members 
Mstep: Class 10 contains 905 members 
Mstep: Class 12 contains 30302 members 
Mstep: Class 13 contains 10049 members 
Mstep: Class 15 contains 4166 members 
Mstep: Class 16 contains 7627 members 
Mstep: Class 17 contains 708 members 
Mstep: Class 20 contains 1086 members 
Mstep: Class 21 contains 8747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15694631.000000 Penalty: 9585.971680
Iteration 23Q: 17 clusters Score -1.569463e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 66756 members 
Mstep: Class 3 contains 50827 members 
Mstep: Class 4 contains 113950 members 
Mstep: Class 5 contains 4829 members 
Mstep: Class 7 contains 162528 members 
Mstep: Class 8 contains 55162 members 
Mstep: Class 9 contains 4733 members 
Mstep: Class 10 contains 857 members 
Mstep: Class 12 contains 29844 members 
Mstep: Class 13 contains 10464 members 
Mstep: Class 15 contains 4208 members 
Mstep: Class 16 contains 7728 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 20 contains 1165 members 
Mstep: Class 21 contains 8812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15695126.000000 Penalty: 9585.971680
Iteration 24Q: 17 clusters Score -1.569513e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 65839 members 
Mstep: Class 3 contains 50839 members 
Mstep: Class 4 contains 114657 members 
Mstep: Class 5 contains 4765 members 
Mstep: Class 7 contains 162622 members 
Mstep: Class 8 contains 54871 members 
Mstep: Class 9 contains 5037 members 
Mstep: Class 10 contains 823 members 
Mstep: Class 12 contains 29388 members 
Mstep: Class 13 contains 10891 members 
Mstep: Class 15 contains 4232 members 
Mstep: Class 16 contains 7813 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 20 contains 1237 members 
Mstep: Class 21 contains 8883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15695553.000000 Penalty: 9585.971680
Iteration 25Q: 17 clusters Score -1.569555e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 64953 members 
Mstep: Class 3 contains 50805 members 
Mstep: Class 4 contains 115293 members 
Mstep: Class 5 contains 4728 members 
Mstep: Class 7 contains 162679 members 
Mstep: Class 8 contains 54651 members 
Mstep: Class 9 contains 5348 members 
Mstep: Class 10 contains 798 members 
Mstep: Class 12 contains 28936 members 
Mstep: Class 13 contains 11334 members 
Mstep: Class 15 contains 4267 members 
Mstep: Class 16 contains 7865 members 
Mstep: Class 17 contains 692 members 
Mstep: Class 20 contains 1301 members 
Mstep: Class 21 contains 8957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 591.706909 but Gain 599.123047
Score: -15696025.000000 Penalty: 8986.848633
Iteration 26Q: 16 clusters Score -1.569602e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 64027 members 
Mstep: Class 3 contains 50827 members 
Mstep: Class 4 contains 115870 members 
Mstep: Class 5 contains 4779 members 
Mstep: Class 7 contains 162784 members 
Mstep: Class 8 contains 54515 members 
Mstep: Class 9 contains 5883 members 
Mstep: Class 10 contains 777 members 
Mstep: Class 12 contains 28503 members 
Mstep: Class 13 contains 11788 members 
Mstep: Class 15 contains 4308 members 
Mstep: Class 16 contains 7906 members 
Mstep: Class 17 contains 699 members 
Mstep: Class 20 contains 1376 members 
Mstep: Class 21 contains 9037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15697153.000000 Penalty: 8986.848633
Iteration 27Q: 16 clusters Score -1.569715e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 63136 members 
Mstep: Class 3 contains 50849 members 
Mstep: Class 4 contains 116301 members 
Mstep: Class 5 contains 4755 members 
Mstep: Class 7 contains 162885 members 
Mstep: Class 8 contains 54336 members 
Mstep: Class 9 contains 6302 members 
Mstep: Class 10 contains 747 members 
Mstep: Class 12 contains 27972 members 
Mstep: Class 13 contains 12218 members 
Mstep: Class 15 contains 4353 members 
Mstep: Class 16 contains 7936 members 
Mstep: Class 17 contains 703 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 9122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15697648.000000 Penalty: 8986.848633
Iteration 28Q: 16 clusters Score -1.569765e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 62232 members 
Mstep: Class 3 contains 50864 members 
Mstep: Class 4 contains 116720 members 
Mstep: Class 5 contains 4725 members 
Mstep: Class 7 contains 162950 members 
Mstep: Class 8 contains 54215 members 
Mstep: Class 9 contains 6691 members 
Mstep: Class 10 contains 728 members 
Mstep: Class 12 contains 27465 members 
Mstep: Class 13 contains 12671 members 
Mstep: Class 15 contains 4403 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 697 members 
Mstep: Class 20 contains 1553 members 
Mstep: Class 21 contains 9202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15698078.000000 Penalty: 8986.848633
Iteration 29Q: 16 clusters Score -1.569808e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 61271 members 
Mstep: Class 3 contains 50927 members 
Mstep: Class 4 contains 117143 members 
Mstep: Class 5 contains 4682 members 
Mstep: Class 7 contains 163028 members 
Mstep: Class 8 contains 54122 members 
Mstep: Class 9 contains 7074 members 
Mstep: Class 10 contains 716 members 
Mstep: Class 12 contains 26938 members 
Mstep: Class 13 contains 13145 members 
Mstep: Class 15 contains 4450 members 
Mstep: Class 16 contains 7971 members 
Mstep: Class 17 contains 691 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 21 contains 9286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15698544.000000 Penalty: 8986.848633
Iteration 30Q: 16 clusters Score -1.569854e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 60298 members 
Mstep: Class 3 contains 51006 members 
Mstep: Class 4 contains 117492 members 
Mstep: Class 5 contains 4663 members 
Mstep: Class 7 contains 163119 members 
Mstep: Class 8 contains 54047 members 
Mstep: Class 9 contains 7458 members 
Mstep: Class 10 contains 711 members 
Mstep: Class 12 contains 26394 members 
Mstep: Class 13 contains 13623 members 
Mstep: Class 15 contains 4514 members 
Mstep: Class 16 contains 7963 members 
Mstep: Class 17 contains 688 members 
Mstep: Class 20 contains 1714 members 
Mstep: Class 21 contains 9389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15699029.000000 Penalty: 8986.848633
Iteration 31Q: 16 clusters Score -1.569903e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 59346 members 
Mstep: Class 3 contains 51142 members 
Mstep: Class 4 contains 117801 members 
Mstep: Class 5 contains 4641 members 
Mstep: Class 7 contains 163194 members 
Mstep: Class 8 contains 54018 members 
Mstep: Class 9 contains 7813 members 
Mstep: Class 10 contains 703 members 
Mstep: Class 12 contains 25841 members 
Mstep: Class 13 contains 14104 members 
Mstep: Class 15 contains 4594 members 
Mstep: Class 16 contains 7922 members 
Mstep: Class 17 contains 690 members 
Mstep: Class 20 contains 1778 members 
Mstep: Class 21 contains 9492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15699385.000000 Penalty: 8986.848633
Iteration 32Q: 16 clusters Score -1.569938e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 58388 members 
Mstep: Class 3 contains 51269 members 
Mstep: Class 4 contains 118098 members 
Mstep: Class 5 contains 4613 members 
Mstep: Class 7 contains 163277 members 
Mstep: Class 8 contains 54050 members 
Mstep: Class 9 contains 8185 members 
Mstep: Class 10 contains 699 members 
Mstep: Class 12 contains 25263 members 
Mstep: Class 13 contains 14549 members 
Mstep: Class 15 contains 4654 members 
Mstep: Class 16 contains 7896 members 
Mstep: Class 17 contains 699 members 
Mstep: Class 20 contains 1843 members 
Mstep: Class 21 contains 9596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15699887.000000 Penalty: 8986.848633
Iteration 33Q: 16 clusters Score -1.569989e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 57423 members 
Mstep: Class 3 contains 51435 members 
Mstep: Class 4 contains 118418 members 
Mstep: Class 5 contains 4566 members 
Mstep: Class 7 contains 163339 members 
Mstep: Class 8 contains 54101 members 
Mstep: Class 9 contains 8507 members 
Mstep: Class 10 contains 693 members 
Mstep: Class 12 contains 24693 members 
Mstep: Class 13 contains 15035 members 
Mstep: Class 15 contains 4716 members 
Mstep: Class 16 contains 7848 members 
Mstep: Class 17 contains 709 members 
Mstep: Class 20 contains 1897 members 
Mstep: Class 21 contains 9699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15700227.000000 Penalty: 8986.848633
Iteration 34Q: 16 clusters Score -1.570023e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 56410 members 
Mstep: Class 3 contains 51587 members 
Mstep: Class 4 contains 118731 members 
Mstep: Class 5 contains 4532 members 
Mstep: Class 7 contains 163395 members 
Mstep: Class 8 contains 54163 members 
Mstep: Class 9 contains 8816 members 
Mstep: Class 10 contains 686 members 
Mstep: Class 12 contains 24183 members 
Mstep: Class 13 contains 15538 members 
Mstep: Class 15 contains 4785 members 
Mstep: Class 16 contains 7778 members 
Mstep: Class 17 contains 716 members 
Mstep: Class 20 contains 1953 members 
Mstep: Class 21 contains 9806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15700602.000000 Penalty: 8986.848633
Iteration 35Q: 16 clusters Score -1.57006e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 55376 members 
Mstep: Class 3 contains 51768 members 
Mstep: Class 4 contains 119025 members 
Mstep: Class 5 contains 4527 members 
Mstep: Class 7 contains 163468 members 
Mstep: Class 8 contains 54240 members 
Mstep: Class 9 contains 9109 members 
Mstep: Class 10 contains 684 members 
Mstep: Class 12 contains 23648 members 
Mstep: Class 13 contains 16075 members 
Mstep: Class 15 contains 4849 members 
Mstep: Class 16 contains 7674 members 
Mstep: Class 17 contains 724 members 
Mstep: Class 20 contains 2002 members 
Mstep: Class 21 contains 9910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15701015.000000 Penalty: 8986.848633
Iteration 36Q: 16 clusters Score -1.570102e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 54378 members 
Mstep: Class 3 contains 51975 members 
Mstep: Class 4 contains 119330 members 
Mstep: Class 5 contains 4541 members 
Mstep: Class 7 contains 163531 members 
Mstep: Class 8 contains 54306 members 
Mstep: Class 9 contains 9388 members 
Mstep: Class 10 contains 688 members 
Mstep: Class 12 contains 23062 members 
Mstep: Class 13 contains 16635 members 
Mstep: Class 15 contains 4921 members 
Mstep: Class 16 contains 7531 members 
Mstep: Class 17 contains 726 members 
Mstep: Class 20 contains 2051 members 
Mstep: Class 21 contains 10016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15701444.000000 Penalty: 8986.848633
Iteration 37Q: 16 clusters Score -1.570144e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 53333 members 
Mstep: Class 3 contains 52150 members 
Mstep: Class 4 contains 119586 members 
Mstep: Class 5 contains 4568 members 
Mstep: Class 7 contains 163589 members 
Mstep: Class 8 contains 54409 members 
Mstep: Class 9 contains 9646 members 
Mstep: Class 10 contains 686 members 
Mstep: Class 12 contains 22554 members 
Mstep: Class 13 contains 17186 members 
Mstep: Class 15 contains 5006 members 
Mstep: Class 16 contains 7390 members 
Mstep: Class 17 contains 730 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 10140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15701777.000000 Penalty: 8986.848633
Iteration 38Q: 16 clusters Score -1.570178e+07 nChanged 2623
Entering ConstructFrom: 
Score: -15701777.000000 Penalty: 8986.848633
Entering ConstructFrom: 
Trying to split cluster 2 (52263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52263 members 
Entering Unmasked Estep 
Score: -1546391.625000 Penalty: 494.314026
	Iteration 0F: 2 clusters Score -1546392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26281 members 
Mstep: Class 2 contains 25982 members 
Entering Unmasked Estep 
Score: -1511205.750000 Penalty: 988.628052
	Iteration 0F: 3 clusters Score -1511206 nChanged 25326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -1527245.000000 Penalty: 988.628052
	Iteration 1F: 3 clusters Score -1527245 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -1529847.000000 Penalty: 988.628052
	Iteration 2F: 3 clusters Score -1529847 nChanged 4581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1533397.500000 Penalty: 988.628052
	Iteration 3F: 3 clusters Score -1533398 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1537188.000000 Penalty: 988.628052
	Iteration 4F: 3 clusters Score -1537188 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1540430.375000 Penalty: 988.628052
	Iteration 5F: 3 clusters Score -1540430 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47130 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1542663.250000 Penalty: 988.628052
	Iteration 6Q: 3 clusters Score -1542663 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48663 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1544010.750000 Penalty: 988.628052
	Iteration 7Q: 3 clusters Score -1544011 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49596 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1544728.250000 Penalty: 988.628052
	Iteration 8Q: 3 clusters Score -1544728 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1545150.875000 Penalty: 988.628052
	Iteration 9Q: 3 clusters Score -1545151 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50659 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1545433.250000 Penalty: 988.628052
	Iteration 10Q: 3 clusters Score -1545433 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1545604.500000 Penalty: 988.628052
	Iteration 11Q: 3 clusters Score -1545604 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1545724.500000 Penalty: 988.628052
	Iteration 12Q: 3 clusters Score -1545724 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51374 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1545799.750000 Penalty: 988.628052
	Iteration 13Q: 3 clusters Score -1545800 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51506 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -1545875.875000 Penalty: 988.628052
	Iteration 14Q: 3 clusters Score -1545876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1545934.625000 Penalty: 988.628052
	Iteration 15Q: 3 clusters Score -1545935 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51656 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1545983.500000 Penalty: 988.628052
	Iteration 16Q: 3 clusters Score -1545984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51701 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -1546028.125000 Penalty: 988.628052
	Iteration 17Q: 3 clusters Score -1546028 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51735 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1546067.375000 Penalty: 988.628052
	Iteration 18Q: 3 clusters Score -1546067 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51755 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1546103.500000 Penalty: 988.628052
	Iteration 19Q: 3 clusters Score -1546104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51765 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1546127.625000 Penalty: 988.628052
	Iteration 20F: 3 clusters Score -1546128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51779 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1546146.000000 Penalty: 988.628052
	Iteration 21Q: 3 clusters Score -1546146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51787 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1546154.375000 Penalty: 988.628052
	Iteration 22Q: 3 clusters Score -1546154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1546160.875000 Penalty: 988.628052
	Iteration 23Q: 3 clusters Score -1546161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1546167.250000 Penalty: 988.628052
	Iteration 24Q: 3 clusters Score -1546167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1546174.750000 Penalty: 988.628052
	Iteration 25Q: 3 clusters Score -1546175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1546179.000000 Penalty: 988.628052
	Iteration 26Q: 3 clusters Score -1546179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51801 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1546180.500000 Penalty: 988.628052
	Iteration 27Q: 3 clusters Score -1546180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51805 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1546182.625000 Penalty: 988.628052
	Iteration 28Q: 3 clusters Score -1546183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1546181.875000 Penalty: 988.628052
	Iteration 29Q: 3 clusters Score -1546182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1546183.500000 Penalty: 988.628052
	Iteration 30Q: 3 clusters Score -1546184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51822 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1546183.875000 Penalty: 988.628052
	Iteration 31Q: 3 clusters Score -1546184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1546185.375000 Penalty: 988.628052
	Iteration 32Q: 3 clusters Score -1546185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1546187.375000 Penalty: 988.628052
	Iteration 33Q: 3 clusters Score -1546187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1546189.875000 Penalty: 988.628052
	Iteration 34Q: 3 clusters Score -1546190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51835 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1546190.125000 Penalty: 988.628052
	Iteration 35Q: 3 clusters Score -1546190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1546190.750000 Penalty: 988.628052
	Iteration 36Q: 3 clusters Score -1546191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1546190.750000 Penalty: 988.628052
	Iteration 37F: 3 clusters Score -1546191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (52332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52332 members 
Entering Unmasked Estep 
Score: -1639853.625000 Penalty: 494.374023
	Iteration 0F: 2 clusters Score -1639854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 25974 members 
Entering Unmasked Estep 
Score: -1604662.250000 Penalty: 988.748047
	Iteration 0F: 3 clusters Score -1604662 nChanged 25231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30577 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -1621298.125000 Penalty: 988.748047
	Iteration 1F: 3 clusters Score -1621298 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -1623539.375000 Penalty: 988.748047
	Iteration 2F: 3 clusters Score -1623539 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35755 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -1626747.250000 Penalty: 988.748047
	Iteration 3F: 3 clusters Score -1626747 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1630446.250000 Penalty: 988.748047
	Iteration 4F: 3 clusters Score -1630446 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1633544.500000 Penalty: 988.748047
	Iteration 5F: 3 clusters Score -1633544 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1635651.750000 Penalty: 988.748047
	Iteration 6Q: 3 clusters Score -1635652 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44389 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1636748.000000 Penalty: 988.748047
	Iteration 7Q: 3 clusters Score -1636748 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1637348.875000 Penalty: 988.748047
	Iteration 8Q: 3 clusters Score -1637349 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1637698.125000 Penalty: 988.748047
	Iteration 9Q: 3 clusters Score -1637698 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1637949.000000 Penalty: 988.748047
	Iteration 10Q: 3 clusters Score -1637949 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46658 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1638179.875000 Penalty: 988.748047
	Iteration 11Q: 3 clusters Score -1638180 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1638367.125000 Penalty: 988.748047
	Iteration 12Q: 3 clusters Score -1638367 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47423 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1638565.125000 Penalty: 988.748047
	Iteration 13Q: 3 clusters Score -1638565 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1638742.000000 Penalty: 988.748047
	Iteration 14Q: 3 clusters Score -1638742 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48094 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1638879.000000 Penalty: 988.748047
	Iteration 15Q: 3 clusters Score -1638879 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48357 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1638986.875000 Penalty: 988.748047
	Iteration 16Q: 3 clusters Score -1638987 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48587 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1639057.875000 Penalty: 988.748047
	Iteration 17Q: 3 clusters Score -1639058 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1639141.125000 Penalty: 988.748047
	Iteration 18Q: 3 clusters Score -1639141 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1639212.250000 Penalty: 988.748047
	Iteration 19Q: 3 clusters Score -1639212 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49130 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1639260.625000 Penalty: 988.748047
	Iteration 20F: 3 clusters Score -1639261 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1639297.500000 Penalty: 988.748047
	Iteration 21Q: 3 clusters Score -1639298 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49382 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1639323.875000 Penalty: 988.748047
	Iteration 22Q: 3 clusters Score -1639324 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49487 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1639351.500000 Penalty: 988.748047
	Iteration 23Q: 3 clusters Score -1639352 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49586 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1639371.000000 Penalty: 988.748047
	Iteration 24Q: 3 clusters Score -1639371 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49687 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1639390.750000 Penalty: 988.748047
	Iteration 25Q: 3 clusters Score -1639391 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1639406.875000 Penalty: 988.748047
	Iteration 26Q: 3 clusters Score -1639407 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49874 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1639430.125000 Penalty: 988.748047
	Iteration 27Q: 3 clusters Score -1639430 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49948 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1639440.750000 Penalty: 988.748047
	Iteration 28Q: 3 clusters Score -1639441 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50015 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1639452.625000 Penalty: 988.748047
	Iteration 29Q: 3 clusters Score -1639453 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1639460.125000 Penalty: 988.748047
	Iteration 30Q: 3 clusters Score -1639460 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50139 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1639473.250000 Penalty: 988.748047
	Iteration 31Q: 3 clusters Score -1639473 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50204 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1639492.125000 Penalty: 988.748047
	Iteration 32Q: 3 clusters Score -1639492 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50274 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1639507.750000 Penalty: 988.748047
	Iteration 33Q: 3 clusters Score -1639508 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1639520.625000 Penalty: 988.748047
	Iteration 34Q: 3 clusters Score -1639521 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50412 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1639536.500000 Penalty: 988.748047
	Iteration 35Q: 3 clusters Score -1639536 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1639549.750000 Penalty: 988.748047
	Iteration 36Q: 3 clusters Score -1639550 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50545 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1639560.750000 Penalty: 988.748047
	Iteration 37Q: 3 clusters Score -1639561 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50599 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1639566.875000 Penalty: 988.748047
	Iteration 38Q: 3 clusters Score -1639567 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50639 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1639570.375000 Penalty: 988.748047
	Iteration 39Q: 3 clusters Score -1639570 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50679 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1639579.750000 Penalty: 988.748047
	Iteration 40F: 3 clusters Score -1639580 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50711 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1639583.125000 Penalty: 988.748047
	Iteration 41Q: 3 clusters Score -1639583 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50740 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1639588.375000 Penalty: 988.748047
	Iteration 42Q: 3 clusters Score -1639588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50769 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1639589.875000 Penalty: 988.748047
	Iteration 43Q: 3 clusters Score -1639590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50793 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1639595.250000 Penalty: 988.748047
	Iteration 44Q: 3 clusters Score -1639595 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50825 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1639599.000000 Penalty: 988.748047
	Iteration 45Q: 3 clusters Score -1639599 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50852 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1639602.875000 Penalty: 988.748047
	Iteration 46Q: 3 clusters Score -1639603 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50875 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -1639611.375000 Penalty: 988.748047
	Iteration 47Q: 3 clusters Score -1639611 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1639610.750000 Penalty: 988.748047
	Iteration 48Q: 3 clusters Score -1639611 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50922 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1639611.625000 Penalty: 988.748047
	Iteration 49Q: 3 clusters Score -1639612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1639615.375000 Penalty: 988.748047
	Iteration 50Q: 3 clusters Score -1639615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1639613.500000 Penalty: 988.748047
	Iteration 51Q: 3 clusters Score -1639614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50984 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1639615.375000 Penalty: 988.748047
	Iteration 52Q: 3 clusters Score -1639615 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50997 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1639616.375000 Penalty: 988.748047
	Iteration 53Q: 3 clusters Score -1639616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1639620.500000 Penalty: 988.748047
	Iteration 54Q: 3 clusters Score -1639620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51040 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1639625.125000 Penalty: 988.748047
	Iteration 55Q: 3 clusters Score -1639625 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51054 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1639624.250000 Penalty: 988.748047
	Iteration 56Q: 3 clusters Score -1639624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51065 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1639624.500000 Penalty: 988.748047
	Iteration 57Q: 3 clusters Score -1639624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1639624.750000 Penalty: 988.748047
	Iteration 58Q: 3 clusters Score -1639625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1639626.625000 Penalty: 988.748047
	Iteration 59Q: 3 clusters Score -1639627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1639629.625000 Penalty: 988.748047
	Iteration 60F: 3 clusters Score -1639630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51093 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1639629.875000 Penalty: 988.748047
	Iteration 61Q: 3 clusters Score -1639630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51097 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1639629.500000 Penalty: 988.748047
	Iteration 62Q: 3 clusters Score -1639630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1639628.625000 Penalty: 988.748047
	Iteration 63Q: 3 clusters Score -1639629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51110 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1639629.875000 Penalty: 988.748047
	Iteration 64Q: 3 clusters Score -1639630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51122 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1639636.375000 Penalty: 988.748047
	Iteration 65Q: 3 clusters Score -1639636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1639636.625000 Penalty: 988.748047
	Iteration 66Q: 3 clusters Score -1639637 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51141 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1639636.125000 Penalty: 988.748047
	Iteration 67Q: 3 clusters Score -1639636 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1639634.750000 Penalty: 988.748047
	Iteration 68Q: 3 clusters Score -1639635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1639638.375000 Penalty: 988.748047
	Iteration 69Q: 3 clusters Score -1639638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51168 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1639641.375000 Penalty: 988.748047
	Iteration 70Q: 3 clusters Score -1639641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51172 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1639643.250000 Penalty: 988.748047
	Iteration 71Q: 3 clusters Score -1639643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51175 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1639646.000000 Penalty: 988.748047
	Iteration 72Q: 3 clusters Score -1639646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1639646.125000 Penalty: 988.748047
	Iteration 73Q: 3 clusters Score -1639646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1639646.125000 Penalty: 988.748047
	Iteration 74F: 3 clusters Score -1639646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (119811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119811 members 
Entering Unmasked Estep 
Score: -3943886.750000 Penalty: 532.062012
	Iteration 0F: 2 clusters Score -3943887 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 60000 members 
Entering Unmasked Estep 
Score: -3862918.750000 Penalty: 1064.124023
	Iteration 0F: 3 clusters Score -3862919 nChanged 58553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -3898774.000000 Penalty: 1064.124023
	Iteration 1F: 3 clusters Score -3898774 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 63085 members 
Entering Unmasked Estep 
Score: -3900507.750000 Penalty: 1064.124023
	Iteration 2Q: 3 clusters Score -3900508 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55218 members 
Mstep: Class 2 contains 64593 members 
Entering Unmasked Estep 
Score: -3903428.500000 Penalty: 1064.124023
	Iteration 3Q: 3 clusters Score -3903428 nChanged 6593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 66852 members 
Entering Unmasked Estep 
Score: -3908152.000000 Penalty: 1064.124023
	Iteration 4F: 3 clusters Score -3908152 nChanged 7490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50135 members 
Mstep: Class 2 contains 69676 members 
Entering Unmasked Estep 
Score: -3914026.000000 Penalty: 1064.124023
	Iteration 5F: 3 clusters Score -3914026 nChanged 7423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47362 members 
Mstep: Class 2 contains 72449 members 
Entering Unmasked Estep 
Score: -3919316.500000 Penalty: 1064.124023
	Iteration 6F: 3 clusters Score -3919316 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44952 members 
Mstep: Class 2 contains 74859 members 
Entering Unmasked Estep 
Score: -3922552.750000 Penalty: 1064.124023
	Iteration 7F: 3 clusters Score -3922553 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42911 members 
Mstep: Class 2 contains 76900 members 
Entering Unmasked Estep 
Score: -3924113.000000 Penalty: 1064.124023
	Iteration 8Q: 3 clusters Score -3924113 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 78545 members 
Entering Unmasked Estep 
Score: -3924883.250000 Penalty: 1064.124023
	Iteration 9Q: 3 clusters Score -3924883 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39762 members 
Mstep: Class 2 contains 80049 members 
Entering Unmasked Estep 
Score: -3925380.750000 Penalty: 1064.124023
	Iteration 10Q: 3 clusters Score -3925381 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 81584 members 
Entering Unmasked Estep 
Score: -3925757.750000 Penalty: 1064.124023
	Iteration 11Q: 3 clusters Score -3925758 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 83158 members 
Entering Unmasked Estep 
Score: -3926126.500000 Penalty: 1064.124023
	Iteration 12Q: 3 clusters Score -3926126 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 84857 members 
Entering Unmasked Estep 
Score: -3926520.500000 Penalty: 1064.124023
	Iteration 13Q: 3 clusters Score -3926520 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -3927009.000000 Penalty: 1064.124023
	Iteration 14Q: 3 clusters Score -3927009 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 88620 members 
Entering Unmasked Estep 
Score: -3927543.750000 Penalty: 1064.124023
	Iteration 15Q: 3 clusters Score -3927544 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29161 members 
Mstep: Class 2 contains 90650 members 
Entering Unmasked Estep 
Score: -3928126.750000 Penalty: 1064.124023
	Iteration 16Q: 3 clusters Score -3928127 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Mstep: Class 2 contains 92772 members 
Entering Unmasked Estep 
Score: -3928800.750000 Penalty: 1064.124023
	Iteration 17Q: 3 clusters Score -3928801 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 95101 members 
Entering Unmasked Estep 
Score: -3929615.500000 Penalty: 1064.124023
	Iteration 18Q: 3 clusters Score -3929616 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 97596 members 
Entering Unmasked Estep 
Score: -3930591.500000 Penalty: 1064.124023
	Iteration 19Q: 3 clusters Score -3930592 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 100215 members 
Entering Unmasked Estep 
Score: -3931742.750000 Penalty: 1064.124023
	Iteration 20F: 3 clusters Score -3931743 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 102891 members 
Entering Unmasked Estep 
Score: -3932996.500000 Penalty: 1064.124023
	Iteration 21Q: 3 clusters Score -3932996 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 105551 members 
Entering Unmasked Estep 
Score: -3934360.250000 Penalty: 1064.124023
	Iteration 22Q: 3 clusters Score -3934360 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 108197 members 
Entering Unmasked Estep 
Score: -3935867.500000 Penalty: 1064.124023
	Iteration 23Q: 3 clusters Score -3935868 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 110779 members 
Entering Unmasked Estep 
Score: -3937515.000000 Penalty: 1064.124023
	Iteration 24Q: 3 clusters Score -3937515 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 113109 members 
Entering Unmasked Estep 
Score: -3939064.000000 Penalty: 1064.124023
	Iteration 25Q: 3 clusters Score -3939064 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 115061 members 
Entering Unmasked Estep 
Score: -3940404.000000 Penalty: 1064.124023
	Iteration 26Q: 3 clusters Score -3940404 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 116591 members 
Entering Unmasked Estep 
Score: -3941477.250000 Penalty: 1064.124023
	Iteration 27Q: 3 clusters Score -3941477 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 117703 members 
Entering Unmasked Estep 
Score: -3942254.000000 Penalty: 1064.124023
	Iteration 28Q: 3 clusters Score -3942254 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 118418 members 
Entering Unmasked Estep 
Score: -3942743.250000 Penalty: 1064.124023
	Iteration 29Q: 3 clusters Score -3942743 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 118859 members 
Entering Unmasked Estep 
Score: -3943036.000000 Penalty: 1064.124023
	Iteration 30Q: 3 clusters Score -3943036 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 119122 members 
Entering Unmasked Estep 
Score: -3943205.750000 Penalty: 1064.124023
	Iteration 31Q: 3 clusters Score -3943206 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 119273 members 
Entering Unmasked Estep 
Score: -3943314.250000 Penalty: 1064.124023
	Iteration 32Q: 3 clusters Score -3943314 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 119356 members 
Entering Unmasked Estep 
Score: -3943397.000000 Penalty: 1064.124023
	Iteration 33Q: 3 clusters Score -3943397 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 119410 members 
Entering Unmasked Estep 
Score: -3943445.500000 Penalty: 1064.124023
	Iteration 34Q: 3 clusters Score -3943446 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 119448 members 
Entering Unmasked Estep 
Score: -3943479.000000 Penalty: 1064.124023
	Iteration 35Q: 3 clusters Score -3943479 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 119463 members 
Entering Unmasked Estep 
Score: -3943499.000000 Penalty: 1064.124023
	Iteration 36Q: 3 clusters Score -3943499 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 119471 members 
Entering Unmasked Estep 
Score: -3943524.500000 Penalty: 1064.124023
	Iteration 37Q: 3 clusters Score -3943524 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 119474 members 
Entering Unmasked Estep 
Score: -3943540.000000 Penalty: 1064.124023
	Iteration 38Q: 3 clusters Score -3943540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 119481 members 
Entering Unmasked Estep 
Score: -3943541.250000 Penalty: 1064.124023
	Iteration 39Q: 3 clusters Score -3943541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 119489 members 
Entering Unmasked Estep 
Score: -3943550.000000 Penalty: 1064.124023
	Iteration 40F: 3 clusters Score -3943550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 119490 members 
Entering Unmasked Estep 
Score: -3943583.250000 Penalty: 1064.124023
	Iteration 41Q: 3 clusters Score -3943583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 119487 members 
Entering Unmasked Estep 
Score: -3943592.750000 Penalty: 1064.124023
	Iteration 42Q: 3 clusters Score -3943593 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 119484 members 
Entering Unmasked Estep 
Score: -3943601.000000 Penalty: 1064.124023
	Iteration 43Q: 3 clusters Score -3943601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 119488 members 
Entering Unmasked Estep 
Score: -3943609.500000 Penalty: 1064.124023
	Iteration 44Q: 3 clusters Score -3943610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 119489 members 
Entering Unmasked Estep 
Score: -3943610.000000 Penalty: 1064.124023
	Iteration 45Q: 3 clusters Score -3943610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 119492 members 
Entering Unmasked Estep 
Score: -3943610.250000 Penalty: 1064.124023
	Iteration 46Q: 3 clusters Score -3943610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 119495 members 
Entering Unmasked Estep 
Score: -3943608.750000 Penalty: 1064.124023
	Iteration 47Q: 3 clusters Score -3943609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 119499 members 
Entering Unmasked Estep 
Score: -3943611.750000 Penalty: 1064.124023
	Iteration 48Q: 3 clusters Score -3943612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 119503 members 
Entering Unmasked Estep 
Score: -3943613.500000 Penalty: 1064.124023
	Iteration 49Q: 3 clusters Score -3943614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 119507 members 
Entering Unmasked Estep 
Score: -3943615.750000 Penalty: 1064.124023
	Iteration 50Q: 3 clusters Score -3943616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 119511 members 
Entering Unmasked Estep 
Score: -3943611.500000 Penalty: 1064.124023
	Iteration 51Q: 3 clusters Score -3943612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 119513 members 
Entering Unmasked Estep 
Score: -3943610.500000 Penalty: 1064.124023
	Iteration 52Q: 3 clusters Score -3943610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 119512 members 
Entering Unmasked Estep 
Score: -3943612.750000 Penalty: 1064.124023
	Iteration 53Q: 3 clusters Score -3943613 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 119510 members 
Entering Unmasked Estep 
Score: -3943615.500000 Penalty: 1064.124023
	Iteration 54Q: 3 clusters Score -3943616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 119508 members 
Entering Unmasked Estep 
Score: -3943615.500000 Penalty: 1064.124023
	Iteration 55Q: 3 clusters Score -3943616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 119507 members 
Entering Unmasked Estep 
Score: -3943614.500000 Penalty: 1064.124023
	Iteration 56Q: 3 clusters Score -3943614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 119506 members 
Entering Unmasked Estep 
Score: -3943615.000000 Penalty: 1064.124023
	Iteration 57Q: 3 clusters Score -3943615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 119503 members 
Entering Unmasked Estep 
Score: -3943616.250000 Penalty: 1064.124023
	Iteration 58Q: 3 clusters Score -3943616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 119503 members 
Entering Unmasked Estep 
Score: -3943613.750000 Penalty: 1064.124023
	Iteration 59Q: 3 clusters Score -3943614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 119504 members 
Entering Unmasked Estep 
Score: -3943616.250000 Penalty: 1064.124023
	Iteration 60F: 3 clusters Score -3943616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 119502 members 
Entering Unmasked Estep 
Score: -3943620.000000 Penalty: 1064.124023
	Iteration 61Q: 3 clusters Score -3943620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 119497 members 
Entering Unmasked Estep 
Score: -3943623.500000 Penalty: 1064.124023
	Iteration 62Q: 3 clusters Score -3943624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 119494 members 
Entering Unmasked Estep 
Score: -3943624.250000 Penalty: 1064.124023
	Iteration 63Q: 3 clusters Score -3943624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 119495 members 
Entering Unmasked Estep 
Score: -3943630.500000 Penalty: 1064.124023
	Iteration 64Q: 3 clusters Score -3943630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 119495 members 
Entering Unmasked Estep 
Score: -3943630.500000 Penalty: 1064.124023
	Iteration 65Q: 3 clusters Score -3943630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 119494 members 
Entering Unmasked Estep 
Score: -3943632.250000 Penalty: 1064.124023
	Iteration 66Q: 3 clusters Score -3943632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 119496 members 
Entering Unmasked Estep 
Score: -3943633.250000 Penalty: 1064.124023
	Iteration 67Q: 3 clusters Score -3943633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 119498 members 
Entering Unmasked Estep 
Score: -3943633.250000 Penalty: 1064.124023
	Iteration 68Q: 3 clusters Score -3943633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 119502 members 
Entering Unmasked Estep 
Score: -3943636.250000 Penalty: 1064.124023
	Iteration 69Q: 3 clusters Score -3943636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 119503 members 
Entering Unmasked Estep 
Score: -3943637.250000 Penalty: 1064.124023
	Iteration 70Q: 3 clusters Score -3943637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 119504 members 
Entering Unmasked Estep 
Score: -3943647.000000 Penalty: 1064.124023
	Iteration 71Q: 3 clusters Score -3943647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 119505 members 
Entering Unmasked Estep 
Score: -3943646.000000 Penalty: 1064.124023
	Iteration 72Q: 3 clusters Score -3943646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 119505 members 
Entering Unmasked Estep 
Score: -3943648.750000 Penalty: 1064.124023
	Iteration 73Q: 3 clusters Score -3943649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 119501 members 
Entering Unmasked Estep 
Score: -3943652.250000 Penalty: 1064.124023
	Iteration 74Q: 3 clusters Score -3943652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 119501 members 
Entering Unmasked Estep 
Score: -3943655.000000 Penalty: 1064.124023
	Iteration 75Q: 3 clusters Score -3943655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 119497 members 
Entering Unmasked Estep 
Score: -3943657.750000 Penalty: 1064.124023
	Iteration 76Q: 3 clusters Score -3943658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 119491 members 
Entering Unmasked Estep 
Score: -3943662.000000 Penalty: 1064.124023
	Iteration 77Q: 3 clusters Score -3943662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 119486 members 
Entering Unmasked Estep 
Score: -3943665.500000 Penalty: 1064.124023
	Iteration 78Q: 3 clusters Score -3943666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 119480 members 
Entering Unmasked Estep 
Score: -3943666.000000 Penalty: 1064.124023
	Iteration 79Q: 3 clusters Score -3943666 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 119467 members 
Entering Unmasked Estep 
Score: -3943678.000000 Penalty: 1064.124023
	Iteration 80F: 3 clusters Score -3943678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 119448 members 
Entering Unmasked Estep 
Score: -3943694.000000 Penalty: 1064.124023
	Iteration 81Q: 3 clusters Score -3943694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 119421 members 
Entering Unmasked Estep 
Score: -3943706.250000 Penalty: 1064.124023
	Iteration 82Q: 3 clusters Score -3943706 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 119402 members 
Entering Unmasked Estep 
Score: -3943717.750000 Penalty: 1064.124023
	Iteration 83Q: 3 clusters Score -3943718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 119387 members 
Entering Unmasked Estep 
Score: -3943731.250000 Penalty: 1064.124023
	Iteration 84Q: 3 clusters Score -3943731 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 119365 members 
Entering Unmasked Estep 
Score: -3943744.750000 Penalty: 1064.124023
	Iteration 85Q: 3 clusters Score -3943745 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 119345 members 
Entering Unmasked Estep 
Score: -3943755.500000 Penalty: 1064.124023
	Iteration 86Q: 3 clusters Score -3943756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 119328 members 
Entering Unmasked Estep 
Score: -3943765.000000 Penalty: 1064.124023
	Iteration 87Q: 3 clusters Score -3943765 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 119310 members 
Entering Unmasked Estep 
Score: -3943777.750000 Penalty: 1064.124023
	Iteration 88Q: 3 clusters Score -3943778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 119296 members 
Entering Unmasked Estep 
Score: -3943786.500000 Penalty: 1064.124023
	Iteration 89Q: 3 clusters Score -3943786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 119285 members 
Entering Unmasked Estep 
Score: -3943789.500000 Penalty: 1064.124023
	Iteration 90Q: 3 clusters Score -3943790 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 119281 members 
Entering Unmasked Estep 
Score: -3943790.500000 Penalty: 1064.124023
	Iteration 91Q: 3 clusters Score -3943790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 119273 members 
Entering Unmasked Estep 
Score: -3943795.500000 Penalty: 1064.124023
	Iteration 92Q: 3 clusters Score -3943796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 119265 members 
Entering Unmasked Estep 
Score: -3943794.000000 Penalty: 1064.124023
	Iteration 93Q: 3 clusters Score -3943794 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 119253 members 
Entering Unmasked Estep 
Score: -3943795.250000 Penalty: 1064.124023
	Iteration 94Q: 3 clusters Score -3943795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 119239 members 
Entering Unmasked Estep 
Score: -3943794.750000 Penalty: 1064.124023
	Iteration 95Q: 3 clusters Score -3943795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 119230 members 
Entering Unmasked Estep 
Score: -3943803.750000 Penalty: 1064.124023
	Iteration 96Q: 3 clusters Score -3943804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 119224 members 
Entering Unmasked Estep 
Score: -3943804.250000 Penalty: 1064.124023
	Iteration 97Q: 3 clusters Score -3943804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 119218 members 
Entering Unmasked Estep 
Score: -3943808.250000 Penalty: 1064.124023
	Iteration 98Q: 3 clusters Score -3943808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 119214 members 
Entering Unmasked Estep 
Score: -3943808.500000 Penalty: 1064.124023
	Iteration 99Q: 3 clusters Score -3943808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 119210 members 
Entering Unmasked Estep 
Score: -3943822.000000 Penalty: 1064.124023
	Iteration 100F: 3 clusters Score -3943822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 119187 members 
Entering Unmasked Estep 
Score: -3943835.250000 Penalty: 1064.124023
	Iteration 101Q: 3 clusters Score -3943835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 119176 members 
Entering Unmasked Estep 
Score: -3943835.000000 Penalty: 1064.124023
	Iteration 102Q: 3 clusters Score -3943835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 119165 members 
Entering Unmasked Estep 
Score: -3943847.250000 Penalty: 1064.124023
	Iteration 103Q: 3 clusters Score -3943847 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 119155 members 
Entering Unmasked Estep 
Score: -3943842.250000 Penalty: 1064.124023
	Iteration 104Q: 3 clusters Score -3943842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 119148 members 
Entering Unmasked Estep 
Score: -3943846.750000 Penalty: 1064.124023
	Iteration 105Q: 3 clusters Score -3943847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 119141 members 
Entering Unmasked Estep 
Score: -3943850.500000 Penalty: 1064.124023
	Iteration 106Q: 3 clusters Score -3943850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 119132 members 
Entering Unmasked Estep 
Score: -3943852.750000 Penalty: 1064.124023
	Iteration 107Q: 3 clusters Score -3943853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 119127 members 
Entering Unmasked Estep 
Score: -3943854.500000 Penalty: 1064.124023
	Iteration 108Q: 3 clusters Score -3943854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 119115 members 
Entering Unmasked Estep 
Score: -3943859.500000 Penalty: 1064.124023
	Iteration 109Q: 3 clusters Score -3943860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 119099 members 
Entering Unmasked Estep 
Score: -3943850.250000 Penalty: 1064.124023
	Iteration 110Q: 3 clusters Score -3943850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 119094 members 
Entering Unmasked Estep 
Score: -3943854.000000 Penalty: 1064.124023
	Iteration 111Q: 3 clusters Score -3943854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 119092 members 
Entering Unmasked Estep 
Score: -3943854.000000 Penalty: 1064.124023
	Iteration 112Q: 3 clusters Score -3943854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 119091 members 
Entering Unmasked Estep 
Score: -3943853.750000 Penalty: 1064.124023
	Iteration 113Q: 3 clusters Score -3943854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 119087 members 
Entering Unmasked Estep 
Score: -3943856.000000 Penalty: 1064.124023
	Iteration 114Q: 3 clusters Score -3943856 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 119083 members 
Entering Unmasked Estep 
Score: -3943855.500000 Penalty: 1064.124023
	Iteration 115Q: 3 clusters Score -3943856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 119076 members 
Entering Unmasked Estep 
Score: -3943853.250000 Penalty: 1064.124023
	Iteration 116Q: 3 clusters Score -3943853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 119070 members 
Entering Unmasked Estep 
Score: -3943851.500000 Penalty: 1064.124023
	Iteration 117Q: 3 clusters Score -3943852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 119068 members 
Entering Unmasked Estep 
Score: -3943854.000000 Penalty: 1064.124023
	Iteration 118Q: 3 clusters Score -3943854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 119067 members 
Entering Unmasked Estep 
Score: -3943856.250000 Penalty: 1064.124023
	Iteration 119Q: 3 clusters Score -3943856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 119067 members 
Entering Unmasked Estep 
Score: -3943856.250000 Penalty: 1064.124023
	Iteration 120F: 3 clusters Score -3943856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Entering Unmasked Estep 
Score: -143536.406250 Penalty: 383.480530
	Iteration 0F: 2 clusters Score -143536.4 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 2315 members 
Entering Unmasked Estep 
Score: -140437.562500 Penalty: 766.961060
	Iteration 0F: 3 clusters Score -140437.6 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -141780.078125 Penalty: 766.961060
	Iteration 1F: 3 clusters Score -141780.1 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -141995.421875 Penalty: 766.961060
	Iteration 2F: 3 clusters Score -141995.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -142200.203125 Penalty: 766.961060
	Iteration 3F: 3 clusters Score -142200.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -142412.156250 Penalty: 766.961060
	Iteration 4F: 3 clusters Score -142412.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -142590.156250 Penalty: 766.961060
	Iteration 5F: 3 clusters Score -142590.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -142718.578125 Penalty: 766.961060
	Iteration 6Q: 3 clusters Score -142718.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -142804.578125 Penalty: 766.961060
	Iteration 7Q: 3 clusters Score -142804.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -142855.937500 Penalty: 766.961060
	Iteration 8Q: 3 clusters Score -142855.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -142887.953125 Penalty: 766.961060
	Iteration 9Q: 3 clusters Score -142888 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -142902.796875 Penalty: 766.961060
	Iteration 10Q: 3 clusters Score -142902.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -142915.312500 Penalty: 766.961060
	Iteration 11Q: 3 clusters Score -142915.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -142924.953125 Penalty: 766.961060
	Iteration 12Q: 3 clusters Score -142925 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -142931.437500 Penalty: 766.961060
	Iteration 13Q: 3 clusters Score -142931.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -142936.859375 Penalty: 766.961060
	Iteration 14Q: 3 clusters Score -142936.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -142943.515625 Penalty: 766.961060
	Iteration 15Q: 3 clusters Score -142943.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -142947.109375 Penalty: 766.961060
	Iteration 16Q: 3 clusters Score -142947.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -142949.375000 Penalty: 766.961060
	Iteration 17Q: 3 clusters Score -142949.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -142951.421875 Penalty: 766.961060
	Iteration 18Q: 3 clusters Score -142951.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -142954.328125 Penalty: 766.961060
	Iteration 19Q: 3 clusters Score -142954.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -142957.203125 Penalty: 766.961060
	Iteration 20F: 3 clusters Score -142957.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -142963.171875 Penalty: 766.961060
	Iteration 21Q: 3 clusters Score -142963.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -142972.093750 Penalty: 766.961060
	Iteration 22Q: 3 clusters Score -142972.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -142978.984375 Penalty: 766.961060
	Iteration 23Q: 3 clusters Score -142979 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -142986.312500 Penalty: 766.961060
	Iteration 24Q: 3 clusters Score -142986.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -142990.421875 Penalty: 766.961060
	Iteration 25Q: 3 clusters Score -142990.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -142996.843750 Penalty: 766.961060
	Iteration 26Q: 3 clusters Score -142996.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -143002.281250 Penalty: 766.961060
	Iteration 27Q: 3 clusters Score -143002.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -143006.609375 Penalty: 766.961060
	Iteration 28Q: 3 clusters Score -143006.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -143009.218750 Penalty: 766.961060
	Iteration 29Q: 3 clusters Score -143009.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -143012.578125 Penalty: 766.961060
	Iteration 30Q: 3 clusters Score -143012.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -143017.593750 Penalty: 766.961060
	Iteration 31Q: 3 clusters Score -143017.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -143021.968750 Penalty: 766.961060
	Iteration 32Q: 3 clusters Score -143022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -143026.078125 Penalty: 766.961060
	Iteration 33Q: 3 clusters Score -143026.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -143032.968750 Penalty: 766.961060
	Iteration 34Q: 3 clusters Score -143033 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -143043.859375 Penalty: 766.961060
	Iteration 35Q: 3 clusters Score -143043.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -143054.078125 Penalty: 766.961060
	Iteration 36Q: 3 clusters Score -143054.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -143063.453125 Penalty: 766.961060
	Iteration 37Q: 3 clusters Score -143063.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -143069.812500 Penalty: 766.961060
	Iteration 38Q: 3 clusters Score -143069.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -143075.343750 Penalty: 766.961060
	Iteration 39Q: 3 clusters Score -143075.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -143077.609375 Penalty: 766.961060
	Iteration 40F: 3 clusters Score -143077.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -143079.015625 Penalty: 766.961060
	Iteration 41Q: 3 clusters Score -143079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -143080.750000 Penalty: 766.961060
	Iteration 42Q: 3 clusters Score -143080.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -143082.375000 Penalty: 766.961060
	Iteration 43Q: 3 clusters Score -143082.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -143083.375000 Penalty: 766.961060
	Iteration 44Q: 3 clusters Score -143083.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -143083.734375 Penalty: 766.961060
	Iteration 45Q: 3 clusters Score -143083.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -143084.765625 Penalty: 766.961060
	Iteration 46Q: 3 clusters Score -143084.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -143085.000000 Penalty: 766.961060
	Iteration 47Q: 3 clusters Score -143085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -143086.125000 Penalty: 766.961060
	Iteration 48Q: 3 clusters Score -143086.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -143087.078125 Penalty: 766.961060
	Iteration 49Q: 3 clusters Score -143087.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -143088.046875 Penalty: 766.961060
	Iteration 50Q: 3 clusters Score -143088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -143088.812500 Penalty: 766.961060
	Iteration 51Q: 3 clusters Score -143088.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -143089.875000 Penalty: 766.961060
	Iteration 52Q: 3 clusters Score -143089.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -143090.234375 Penalty: 766.961060
	Iteration 53Q: 3 clusters Score -143090.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -143091.750000 Penalty: 766.961060
	Iteration 54Q: 3 clusters Score -143091.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -143093.906250 Penalty: 766.961060
	Iteration 55Q: 3 clusters Score -143093.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -143095.796875 Penalty: 766.961060
	Iteration 56Q: 3 clusters Score -143095.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -143096.250000 Penalty: 766.961060
	Iteration 57Q: 3 clusters Score -143096.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -143097.359375 Penalty: 766.961060
	Iteration 58Q: 3 clusters Score -143097.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -143099.015625 Penalty: 766.961060
	Iteration 59Q: 3 clusters Score -143099 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -143101.375000 Penalty: 766.961060
	Iteration 60F: 3 clusters Score -143101.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -143102.828125 Penalty: 766.961060
	Iteration 61Q: 3 clusters Score -143102.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -143104.343750 Penalty: 766.961060
	Iteration 62Q: 3 clusters Score -143104.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -143105.093750 Penalty: 766.961060
	Iteration 63Q: 3 clusters Score -143105.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -143105.484375 Penalty: 766.961060
	Iteration 64Q: 3 clusters Score -143105.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -143106.343750 Penalty: 766.961060
	Iteration 65Q: 3 clusters Score -143106.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -143107.421875 Penalty: 766.961060
	Iteration 66Q: 3 clusters Score -143107.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -143107.937500 Penalty: 766.961060
	Iteration 67Q: 3 clusters Score -143107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -143108.906250 Penalty: 766.961060
	Iteration 68Q: 3 clusters Score -143108.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -143109.218750 Penalty: 766.961060
	Iteration 69Q: 3 clusters Score -143109.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -143109.281250 Penalty: 766.961060
	Iteration 70Q: 3 clusters Score -143109.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -143109.281250 Penalty: 766.961060
	Iteration 71F: 3 clusters Score -143109.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (163633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163633 members 
Entering Unmasked Estep 
Score: -5374680.500000 Penalty: 546.244873
	Iteration 0F: 2 clusters Score -5374680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 81783 members 
Entering Unmasked Estep 
Score: -5263751.500000 Penalty: 1092.489746
	Iteration 0F: 3 clusters Score -5263752 nChanged 80256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78568 members 
Mstep: Class 2 contains 85065 members 
Entering Unmasked Estep 
Score: -5312117.000000 Penalty: 1092.489746
	Iteration 1F: 3 clusters Score -5312117 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76667 members 
Mstep: Class 2 contains 86966 members 
Entering Unmasked Estep 
Score: -5314264.000000 Penalty: 1092.489746
	Iteration 2Q: 3 clusters Score -5314264 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73564 members 
Mstep: Class 2 contains 90069 members 
Entering Unmasked Estep 
Score: -5317609.000000 Penalty: 1092.489746
	Iteration 3Q: 3 clusters Score -5317609 nChanged 9678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 94813 members 
Entering Unmasked Estep 
Score: -5322645.500000 Penalty: 1092.489746
	Iteration 4F: 3 clusters Score -5322646 nChanged 11217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 101158 members 
Entering Unmasked Estep 
Score: -5329277.500000 Penalty: 1092.489746
	Iteration 5F: 3 clusters Score -5329278 nChanged 11700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55203 members 
Mstep: Class 2 contains 108430 members 
Entering Unmasked Estep 
Score: -5336685.000000 Penalty: 1092.489746
	Iteration 6F: 3 clusters Score -5336685 nChanged 11120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47601 members 
Mstep: Class 2 contains 116032 members 
Entering Unmasked Estep 
Score: -5343672.500000 Penalty: 1092.489746
	Iteration 7F: 3 clusters Score -5343672 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 123488 members 
Entering Unmasked Estep 
Score: -5349770.500000 Penalty: 1092.489746
	Iteration 8F: 3 clusters Score -5349770 nChanged 8002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33207 members 
Mstep: Class 2 contains 130426 members 
Entering Unmasked Estep 
Score: -5355362.000000 Penalty: 1092.489746
	Iteration 9Q: 3 clusters Score -5355362 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27096 members 
Mstep: Class 2 contains 136537 members 
Entering Unmasked Estep 
Score: -5360432.000000 Penalty: 1092.489746
	Iteration 10Q: 3 clusters Score -5360432 nChanged 4925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 141324 members 
Entering Unmasked Estep 
Score: -5364334.000000 Penalty: 1092.489746
	Iteration 11Q: 3 clusters Score -5364334 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 144747 members 
Entering Unmasked Estep 
Score: -5366723.500000 Penalty: 1092.489746
	Iteration 12Q: 3 clusters Score -5366724 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16224 members 
Mstep: Class 2 contains 147409 members 
Entering Unmasked Estep 
Score: -5368426.000000 Penalty: 1092.489746
	Iteration 13Q: 3 clusters Score -5368426 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 149567 members 
Entering Unmasked Estep 
Score: -5369638.000000 Penalty: 1092.489746
	Iteration 14Q: 3 clusters Score -5369638 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 151358 members 
Entering Unmasked Estep 
Score: -5370541.000000 Penalty: 1092.489746
	Iteration 15Q: 3 clusters Score -5370541 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 152910 members 
Entering Unmasked Estep 
Score: -5371288.000000 Penalty: 1092.489746
	Iteration 16Q: 3 clusters Score -5371288 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 154232 members 
Entering Unmasked Estep 
Score: -5371893.500000 Penalty: 1092.489746
	Iteration 17Q: 3 clusters Score -5371894 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 155330 members 
Entering Unmasked Estep 
Score: -5372412.000000 Penalty: 1092.489746
	Iteration 18Q: 3 clusters Score -5372412 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 156234 members 
Entering Unmasked Estep 
Score: -5372827.500000 Penalty: 1092.489746
	Iteration 19Q: 3 clusters Score -5372828 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 157011 members 
Entering Unmasked Estep 
Score: -5373236.500000 Penalty: 1092.489746
	Iteration 20F: 3 clusters Score -5373236 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 157693 members 
Entering Unmasked Estep 
Score: -5373735.000000 Penalty: 1092.489746
	Iteration 21Q: 3 clusters Score -5373735 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 158204 members 
Entering Unmasked Estep 
Score: -5374202.000000 Penalty: 1092.489746
	Iteration 22Q: 3 clusters Score -5374202 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 158558 members 
Entering Unmasked Estep 
Score: -5374622.000000 Penalty: 1092.489746
	Iteration 23Q: 3 clusters Score -5374622 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 158756 members 
Entering Unmasked Estep 
Score: -5375044.000000 Penalty: 1092.489746
	Iteration 24Q: 3 clusters Score -5375044 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 158865 members 
Entering Unmasked Estep 
Score: -5375407.000000 Penalty: 1092.489746
	Iteration 25Q: 3 clusters Score -5375407 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 158890 members 
Entering Unmasked Estep 
Score: -5375671.000000 Penalty: 1092.489746
	Iteration 26Q: 3 clusters Score -5375671 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 158857 members 
Entering Unmasked Estep 
Score: -5375854.500000 Penalty: 1092.489746
	Iteration 27Q: 3 clusters Score -5375854 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 158777 members 
Entering Unmasked Estep 
Score: -5375984.500000 Penalty: 1092.489746
	Iteration 28Q: 3 clusters Score -5375984 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 158672 members 
Entering Unmasked Estep 
Score: -5376075.000000 Penalty: 1092.489746
	Iteration 29Q: 3 clusters Score -5376075 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 158565 members 
Entering Unmasked Estep 
Score: -5376127.000000 Penalty: 1092.489746
	Iteration 30Q: 3 clusters Score -5376127 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 158456 members 
Entering Unmasked Estep 
Score: -5376169.500000 Penalty: 1092.489746
	Iteration 31Q: 3 clusters Score -5376170 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 158350 members 
Entering Unmasked Estep 
Score: -5376243.000000 Penalty: 1092.489746
	Iteration 32Q: 3 clusters Score -5376243 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 158269 members 
Entering Unmasked Estep 
Score: -5376271.000000 Penalty: 1092.489746
	Iteration 33Q: 3 clusters Score -5376271 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 158196 members 
Entering Unmasked Estep 
Score: -5376324.000000 Penalty: 1092.489746
	Iteration 34Q: 3 clusters Score -5376324 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 158136 members 
Entering Unmasked Estep 
Score: -5376338.000000 Penalty: 1092.489746
	Iteration 35Q: 3 clusters Score -5376338 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 158089 members 
Entering Unmasked Estep 
Score: -5376338.000000 Penalty: 1092.489746
	Iteration 36Q: 3 clusters Score -5376338 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 158039 members 
Entering Unmasked Estep 
Score: -5376353.000000 Penalty: 1092.489746
	Iteration 37Q: 3 clusters Score -5376353 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 157994 members 
Entering Unmasked Estep 
Score: -5376360.500000 Penalty: 1092.489746
	Iteration 38Q: 3 clusters Score -5376360 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 157948 members 
Entering Unmasked Estep 
Score: -5376354.500000 Penalty: 1092.489746
	Iteration 39Q: 3 clusters Score -5376354 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 157903 members 
Entering Unmasked Estep 
Score: -5376389.000000 Penalty: 1092.489746
	Iteration 40F: 3 clusters Score -5376389 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 157839 members 
Entering Unmasked Estep 
Score: -5376385.000000 Penalty: 1092.489746
	Iteration 41Q: 3 clusters Score -5376385 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -5376409.500000 Penalty: 1092.489746
	Iteration 42Q: 3 clusters Score -5376410 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 157695 members 
Entering Unmasked Estep 
Score: -5376427.500000 Penalty: 1092.489746
	Iteration 43Q: 3 clusters Score -5376428 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 157630 members 
Entering Unmasked Estep 
Score: -5376442.000000 Penalty: 1092.489746
	Iteration 44Q: 3 clusters Score -5376442 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 157571 members 
Entering Unmasked Estep 
Score: -5376443.500000 Penalty: 1092.489746
	Iteration 45Q: 3 clusters Score -5376444 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 157518 members 
Entering Unmasked Estep 
Score: -5376448.500000 Penalty: 1092.489746
	Iteration 46Q: 3 clusters Score -5376448 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 157480 members 
Entering Unmasked Estep 
Score: -5376453.500000 Penalty: 1092.489746
	Iteration 47Q: 3 clusters Score -5376454 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 157448 members 
Entering Unmasked Estep 
Score: -5376438.500000 Penalty: 1092.489746
	Iteration 48Q: 3 clusters Score -5376438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 157423 members 
Entering Unmasked Estep 
Score: -5376436.000000 Penalty: 1092.489746
	Iteration 49Q: 3 clusters Score -5376436 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 157397 members 
Entering Unmasked Estep 
Score: -5376438.500000 Penalty: 1092.489746
	Iteration 50Q: 3 clusters Score -5376438 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 157377 members 
Entering Unmasked Estep 
Score: -5376439.500000 Penalty: 1092.489746
	Iteration 51Q: 3 clusters Score -5376440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 157363 members 
Entering Unmasked Estep 
Score: -5376440.500000 Penalty: 1092.489746
	Iteration 52Q: 3 clusters Score -5376440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 157346 members 
Entering Unmasked Estep 
Score: -5376443.000000 Penalty: 1092.489746
	Iteration 53Q: 3 clusters Score -5376443 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 157322 members 
Entering Unmasked Estep 
Score: -5376439.000000 Penalty: 1092.489746
	Iteration 54Q: 3 clusters Score -5376439 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 157304 members 
Entering Unmasked Estep 
Score: -5376439.500000 Penalty: 1092.489746
	Iteration 55Q: 3 clusters Score -5376440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 157293 members 
Entering Unmasked Estep 
Score: -5376433.500000 Penalty: 1092.489746
	Iteration 56Q: 3 clusters Score -5376434 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 157285 members 
Entering Unmasked Estep 
Score: -5376436.500000 Penalty: 1092.489746
	Iteration 57Q: 3 clusters Score -5376436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 157277 members 
Entering Unmasked Estep 
Score: -5376447.500000 Penalty: 1092.489746
	Iteration 58Q: 3 clusters Score -5376448 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 157265 members 
Entering Unmasked Estep 
Score: -5376444.500000 Penalty: 1092.489746
	Iteration 59Q: 3 clusters Score -5376444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 157254 members 
Entering Unmasked Estep 
Score: -5376446.000000 Penalty: 1092.489746
	Iteration 60F: 3 clusters Score -5376446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 157238 members 
Entering Unmasked Estep 
Score: -5376450.000000 Penalty: 1092.489746
	Iteration 61Q: 3 clusters Score -5376450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 157225 members 
Entering Unmasked Estep 
Score: -5376457.000000 Penalty: 1092.489746
	Iteration 62Q: 3 clusters Score -5376457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 157209 members 
Entering Unmasked Estep 
Score: -5376450.000000 Penalty: 1092.489746
	Iteration 63Q: 3 clusters Score -5376450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 157193 members 
Entering Unmasked Estep 
Score: -5376447.000000 Penalty: 1092.489746
	Iteration 64Q: 3 clusters Score -5376447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 157173 members 
Entering Unmasked Estep 
Score: -5376446.000000 Penalty: 1092.489746
	Iteration 65Q: 3 clusters Score -5376446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 157159 members 
Entering Unmasked Estep 
Score: -5376450.500000 Penalty: 1092.489746
	Iteration 66Q: 3 clusters Score -5376450 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 157147 members 
Entering Unmasked Estep 
Score: -5376448.500000 Penalty: 1092.489746
	Iteration 67Q: 3 clusters Score -5376448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 157135 members 
Entering Unmasked Estep 
Score: -5376448.000000 Penalty: 1092.489746
	Iteration 68Q: 3 clusters Score -5376448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 157122 members 
Entering Unmasked Estep 
Score: -5376455.000000 Penalty: 1092.489746
	Iteration 69Q: 3 clusters Score -5376455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 157110 members 
Entering Unmasked Estep 
Score: -5376458.000000 Penalty: 1092.489746
	Iteration 70Q: 3 clusters Score -5376458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 157096 members 
Entering Unmasked Estep 
Score: -5376460.500000 Penalty: 1092.489746
	Iteration 71Q: 3 clusters Score -5376460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 157082 members 
Entering Unmasked Estep 
Score: -5376453.500000 Penalty: 1092.489746
	Iteration 72Q: 3 clusters Score -5376454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 157076 members 
Entering Unmasked Estep 
Score: -5376457.000000 Penalty: 1092.489746
	Iteration 73Q: 3 clusters Score -5376457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 157072 members 
Entering Unmasked Estep 
Score: -5376461.000000 Penalty: 1092.489746
	Iteration 74Q: 3 clusters Score -5376461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 157068 members 
Entering Unmasked Estep 
Score: -5376465.000000 Penalty: 1092.489746
	Iteration 75Q: 3 clusters Score -5376465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 157065 members 
Entering Unmasked Estep 
Score: -5376465.500000 Penalty: 1092.489746
	Iteration 76Q: 3 clusters Score -5376466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 157062 members 
Entering Unmasked Estep 
Score: -5376467.000000 Penalty: 1092.489746
	Iteration 77Q: 3 clusters Score -5376467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 157058 members 
Entering Unmasked Estep 
Score: -5376467.500000 Penalty: 1092.489746
	Iteration 78Q: 3 clusters Score -5376468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 157057 members 
Entering Unmasked Estep 
Score: -5376467.500000 Penalty: 1092.489746
	Iteration 79Q: 3 clusters Score -5376468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 157056 members 
Entering Unmasked Estep 
Score: -5376468.000000 Penalty: 1092.489746
	Iteration 80F: 3 clusters Score -5376468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157056 members 
Mstep: Class 2 contains 52263 members 
Mstep: Class 3 contains 52332 members 
Mstep: Class 4 contains 119811 members 
Mstep: Class 5 contains 4574 members 
Mstep: Class 7 contains 6577 members 
Mstep: Class 8 contains 54542 members 
Mstep: Class 9 contains 9867 members 
Mstep: Class 10 contains 682 members 
Mstep: Class 12 contains 22130 members 
Mstep: Class 13 contains 17721 members 
Mstep: Class 15 contains 5125 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 725 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 10267 members 
Entering Unmasked Estep 
Score: -15703570.000000 Penalty: 9585.971680
Splitting cluster 7 changes total score from -15701777.000000 to -15703570.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 8 (54542 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Entering Unmasked Estep 
Score: -1725517.125000 Penalty: 496.256042
	Iteration 0F: 2 clusters Score -1725517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27343 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -1688901.875000 Penalty: 992.512085
	Iteration 0F: 3 clusters Score -1688902 nChanged 26393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -1705658.125000 Penalty: 992.512085
	Iteration 1F: 3 clusters Score -1705658 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -1707243.625000 Penalty: 992.512085
	Iteration 2F: 3 clusters Score -1707244 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 24508 members 
Entering Unmasked Estep 
Score: -1709718.875000 Penalty: 992.512085
	Iteration 3F: 3 clusters Score -1709719 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -1712806.125000 Penalty: 992.512085
	Iteration 4F: 3 clusters Score -1712806 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -1715328.875000 Penalty: 992.512085
	Iteration 5F: 3 clusters Score -1715329 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -1716677.375000 Penalty: 992.512085
	Iteration 6F: 3 clusters Score -1716677 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31255 members 
Mstep: Class 2 contains 23287 members 
Entering Unmasked Estep 
Score: -1717244.500000 Penalty: 992.512085
	Iteration 7Q: 3 clusters Score -1717244 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -1717555.000000 Penalty: 992.512085
	Iteration 8Q: 3 clusters Score -1717555 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -1717784.500000 Penalty: 992.512085
	Iteration 9Q: 3 clusters Score -1717784 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -1717968.500000 Penalty: 992.512085
	Iteration 10Q: 3 clusters Score -1717968 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -1718117.625000 Penalty: 992.512085
	Iteration 11Q: 3 clusters Score -1718118 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31539 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -1718269.500000 Penalty: 992.512085
	Iteration 12Q: 3 clusters Score -1718270 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31626 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -1718437.625000 Penalty: 992.512085
	Iteration 13Q: 3 clusters Score -1718438 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -1718582.250000 Penalty: 992.512085
	Iteration 14Q: 3 clusters Score -1718582 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -1718705.250000 Penalty: 992.512085
	Iteration 15Q: 3 clusters Score -1718705 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31755 members 
Mstep: Class 2 contains 22787 members 
Entering Unmasked Estep 
Score: -1718833.500000 Penalty: 992.512085
	Iteration 16Q: 3 clusters Score -1718834 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31718 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -1718934.375000 Penalty: 992.512085
	Iteration 17Q: 3 clusters Score -1718934 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -1719024.375000 Penalty: 992.512085
	Iteration 18Q: 3 clusters Score -1719024 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -1719129.250000 Penalty: 992.512085
	Iteration 19Q: 3 clusters Score -1719129 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 23307 members 
Entering Unmasked Estep 
Score: -1719215.125000 Penalty: 992.512085
	Iteration 20F: 3 clusters Score -1719215 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -1719304.875000 Penalty: 992.512085
	Iteration 21Q: 3 clusters Score -1719305 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30706 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -1719391.875000 Penalty: 992.512085
	Iteration 22Q: 3 clusters Score -1719392 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -1719477.625000 Penalty: 992.512085
	Iteration 23Q: 3 clusters Score -1719478 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -1719590.250000 Penalty: 992.512085
	Iteration 24Q: 3 clusters Score -1719590 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -1719702.250000 Penalty: 992.512085
	Iteration 25Q: 3 clusters Score -1719702 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 25301 members 
Entering Unmasked Estep 
Score: -1719786.875000 Penalty: 992.512085
	Iteration 26Q: 3 clusters Score -1719787 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28813 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -1719890.500000 Penalty: 992.512085
	Iteration 27Q: 3 clusters Score -1719890 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -1719996.625000 Penalty: 992.512085
	Iteration 28Q: 3 clusters Score -1719997 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -1720116.625000 Penalty: 992.512085
	Iteration 29Q: 3 clusters Score -1720117 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -1720221.125000 Penalty: 992.512085
	Iteration 30Q: 3 clusters Score -1720221 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 27669 members 
Entering Unmasked Estep 
Score: -1720316.875000 Penalty: 992.512085
	Iteration 31Q: 3 clusters Score -1720317 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26380 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -1720437.500000 Penalty: 992.512085
	Iteration 32Q: 3 clusters Score -1720438 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -1720542.125000 Penalty: 992.512085
	Iteration 33Q: 3 clusters Score -1720542 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 29160 members 
Entering Unmasked Estep 
Score: -1720666.250000 Penalty: 992.512085
	Iteration 34Q: 3 clusters Score -1720666 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24821 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -1720799.375000 Penalty: 992.512085
	Iteration 35Q: 3 clusters Score -1720799 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -1720920.750000 Penalty: 992.512085
	Iteration 36Q: 3 clusters Score -1720921 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 30821 members 
Entering Unmasked Estep 
Score: -1721037.000000 Penalty: 992.512085
	Iteration 37Q: 3 clusters Score -1721037 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 31356 members 
Entering Unmasked Estep 
Score: -1721141.500000 Penalty: 992.512085
	Iteration 38Q: 3 clusters Score -1721142 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -1721250.250000 Penalty: 992.512085
	Iteration 39Q: 3 clusters Score -1721250 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22220 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -1721353.000000 Penalty: 992.512085
	Iteration 40F: 3 clusters Score -1721353 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -1721455.500000 Penalty: 992.512085
	Iteration 41Q: 3 clusters Score -1721456 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -1721551.250000 Penalty: 992.512085
	Iteration 42Q: 3 clusters Score -1721551 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 33720 members 
Entering Unmasked Estep 
Score: -1721630.750000 Penalty: 992.512085
	Iteration 43Q: 3 clusters Score -1721631 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20399 members 
Mstep: Class 2 contains 34143 members 
Entering Unmasked Estep 
Score: -1721704.375000 Penalty: 992.512085
	Iteration 44Q: 3 clusters Score -1721704 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -1721770.875000 Penalty: 992.512085
	Iteration 45Q: 3 clusters Score -1721771 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 34969 members 
Entering Unmasked Estep 
Score: -1721841.000000 Penalty: 992.512085
	Iteration 46Q: 3 clusters Score -1721841 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19205 members 
Mstep: Class 2 contains 35337 members 
Entering Unmasked Estep 
Score: -1721902.000000 Penalty: 992.512085
	Iteration 47Q: 3 clusters Score -1721902 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -1721959.250000 Penalty: 992.512085
	Iteration 48Q: 3 clusters Score -1721959 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -1721997.625000 Penalty: 992.512085
	Iteration 49Q: 3 clusters Score -1721998 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18117 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -1722055.000000 Penalty: 992.512085
	Iteration 50Q: 3 clusters Score -1722055 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17757 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -1722106.750000 Penalty: 992.512085
	Iteration 51Q: 3 clusters Score -1722107 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
Score: -1722170.625000 Penalty: 992.512085
	Iteration 52Q: 3 clusters Score -1722171 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 37572 members 
Entering Unmasked Estep 
Score: -1722231.500000 Penalty: 992.512085
	Iteration 53Q: 3 clusters Score -1722232 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -1722289.750000 Penalty: 992.512085
	Iteration 54Q: 3 clusters Score -1722290 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -1722337.375000 Penalty: 992.512085
	Iteration 55Q: 3 clusters Score -1722337 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 38629 members 
Entering Unmasked Estep 
Score: -1722394.625000 Penalty: 992.512085
	Iteration 56Q: 3 clusters Score -1722395 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15556 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -1722448.125000 Penalty: 992.512085
	Iteration 57Q: 3 clusters Score -1722448 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -1722499.375000 Penalty: 992.512085
	Iteration 58Q: 3 clusters Score -1722499 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -1722541.000000 Penalty: 992.512085
	Iteration 59Q: 3 clusters Score -1722541 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -1722581.875000 Penalty: 992.512085
	Iteration 60F: 3 clusters Score -1722582 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -1722613.375000 Penalty: 992.512085
	Iteration 61Q: 3 clusters Score -1722613 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -1722655.000000 Penalty: 992.512085
	Iteration 62Q: 3 clusters Score -1722655 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -1722693.875000 Penalty: 992.512085
	Iteration 63Q: 3 clusters Score -1722694 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 41092 members 
Entering Unmasked Estep 
Score: -1722738.500000 Penalty: 992.512085
	Iteration 64Q: 3 clusters Score -1722738 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 41385 members 
Entering Unmasked Estep 
Score: -1722769.000000 Penalty: 992.512085
	Iteration 65Q: 3 clusters Score -1722769 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -1722810.375000 Penalty: 992.512085
	Iteration 66Q: 3 clusters Score -1722810 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 41966 members 
Entering Unmasked Estep 
Score: -1722853.000000 Penalty: 992.512085
	Iteration 67Q: 3 clusters Score -1722853 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -1722893.125000 Penalty: 992.512085
	Iteration 68Q: 3 clusters Score -1722893 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 42534 members 
Entering Unmasked Estep 
Score: -1722930.375000 Penalty: 992.512085
	Iteration 69Q: 3 clusters Score -1722930 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 42784 members 
Entering Unmasked Estep 
Score: -1722961.500000 Penalty: 992.512085
	Iteration 70Q: 3 clusters Score -1722962 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -1722989.375000 Penalty: 992.512085
	Iteration 71Q: 3 clusters Score -1722989 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -1723030.000000 Penalty: 992.512085
	Iteration 72Q: 3 clusters Score -1723030 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1723074 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1723113 nChanged 302
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1723171 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 44503 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1723210 nChanged 283
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Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 44786 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1723251 nChanged 302
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Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1723303 nChanged 273
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Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 45361 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1723345 nChanged 243
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Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 45604 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -1723376 nChanged 224
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Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1723410 nChanged 201
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Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1723426 nChanged 189
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Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1723449 nChanged 193
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Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 46411 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1723472 nChanged 186
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 46597 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1723495 nChanged 195
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 46792 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1723518 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -1723552.000000 Penalty: 992.512085
	Iteration 87Q: 3 clusters Score -1723552 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 47238 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1723578 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 47471 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1723616 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1723648 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1723698 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 48155 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1723724 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 48380 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1723762 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 48600 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1723797 nChanged 241
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 48841 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1723848 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 49096 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1723888 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 49333 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1723930 nChanged 233
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1723970 nChanged 234
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 49800 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1724013 nChanged 224
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 50024 members 
Entering Unmasked Estep 
Score: -1724060.625000 Penalty: 992.512085
	Iteration 100F: 3 clusters Score -1724061 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1724112 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 50500 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1724167 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 50722 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1724205 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 50946 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1724262 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 51174 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1724326 nChanged 232
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Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1724393 nChanged 239
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Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1724460 nChanged 233
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Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 51862 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1724536 nChanged 246
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Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1724609 nChanged 215
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 52303 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1724685 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 52513 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1724779 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 52718 members 
Entering Unmasked Estep 
Score: -1724871.125000 Penalty: 992.512085
	Iteration 112Q: 3 clusters Score -1724871 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 52894 members 
Entering Unmasked Estep 
Score: -1724945.000000 Penalty: 992.512085
	Iteration 113Q: 3 clusters Score -1724945 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -1725001.625000 Penalty: 992.512085
	Iteration 114Q: 3 clusters Score -1725002 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 53160 members 
Entering Unmasked Estep 
Score: -1725053.625000 Penalty: 992.512085
	Iteration 115Q: 3 clusters Score -1725054 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 53257 members 
Entering Unmasked Estep 
Score: -1725091.625000 Penalty: 992.512085
	Iteration 116Q: 3 clusters Score -1725092 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 53347 members 
Entering Unmasked Estep 
Score: -1725118.125000 Penalty: 992.512085
	Iteration 117Q: 3 clusters Score -1725118 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -1725157.125000 Penalty: 992.512085
	Iteration 118Q: 3 clusters Score -1725157 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -1725177.250000 Penalty: 992.512085
	Iteration 119Q: 3 clusters Score -1725177 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 53573 members 
Entering Unmasked Estep 
Score: -1725203.750000 Penalty: 992.512085
	Iteration 120F: 3 clusters Score -1725204 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -1725217.625000 Penalty: 992.512085
	Iteration 121Q: 3 clusters Score -1725218 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -1725232.750000 Penalty: 992.512085
	Iteration 122Q: 3 clusters Score -1725233 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 53710 members 
Entering Unmasked Estep 
Score: -1725242.250000 Penalty: 992.512085
	Iteration 123Q: 3 clusters Score -1725242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 53750 members 
Entering Unmasked Estep 
Score: -1725261.250000 Penalty: 992.512085
	Iteration 124Q: 3 clusters Score -1725261 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 53777 members 
Entering Unmasked Estep 
Score: -1725275.000000 Penalty: 992.512085
	Iteration 125Q: 3 clusters Score -1725275 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -1725291.250000 Penalty: 992.512085
	Iteration 126Q: 3 clusters Score -1725291 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 53809 members 
Entering Unmasked Estep 
Score: -1725313.000000 Penalty: 992.512085
	Iteration 127Q: 3 clusters Score -1725313 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -1725329.000000 Penalty: 992.512085
	Iteration 128Q: 3 clusters Score -1725329 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 53836 members 
Entering Unmasked Estep 
Score: -1725339.750000 Penalty: 992.512085
	Iteration 129Q: 3 clusters Score -1725340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -1725347.125000 Penalty: 992.512085
	Iteration 130Q: 3 clusters Score -1725347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -1725351.250000 Penalty: 992.512085
	Iteration 131Q: 3 clusters Score -1725351 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 53862 members 
Entering Unmasked Estep 
Score: -1725353.375000 Penalty: 992.512085
	Iteration 132Q: 3 clusters Score -1725353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -1725353.375000 Penalty: 992.512085
	Iteration 133Q: 3 clusters Score -1725353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 53866 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1725353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1725352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -1725353.375000 Penalty: 992.512085
	Iteration 136F: 3 clusters Score -1725353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -1725353.750000 Penalty: 992.512085
	Iteration 137Q: 3 clusters Score -1725354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -1725355.625000 Penalty: 992.512085
	Iteration 138Q: 3 clusters Score -1725356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 53859 members 
Entering Unmasked Estep 
Score: -1725358.125000 Penalty: 992.512085
	Iteration 139Q: 3 clusters Score -1725358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -1725356.000000 Penalty: 992.512085
	Iteration 140F: 3 clusters Score -1725356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -1725358.125000 Penalty: 992.512085
	Iteration 141Q: 3 clusters Score -1725358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -1725357.625000 Penalty: 992.512085
	Iteration 142Q: 3 clusters Score -1725358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 53857 members 
Entering Unmasked Estep 
Score: -1725358.000000 Penalty: 992.512085
	Iteration 143Q: 3 clusters Score -1725358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -1725358.500000 Penalty: 992.512085
	Iteration 144Q: 3 clusters Score -1725358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 53856 members 
Entering Unmasked Estep 
Score: -1725357.375000 Penalty: 992.512085
	Iteration 145Q: 3 clusters Score -1725357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -1725357.125000 Penalty: 992.512085
	Iteration 146Q: 3 clusters Score -1725357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -1725356.500000 Penalty: 992.512085
	Iteration 147Q: 3 clusters Score -1725356 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -1725361.375000 Penalty: 992.512085
	Iteration 148Q: 3 clusters Score -1725361 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -1725362.125000 Penalty: 992.512085
	Iteration 149Q: 3 clusters Score -1725362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -1725363.375000 Penalty: 992.512085
	Iteration 150Q: 3 clusters Score -1725363 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1725364 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -1725366.750000 Penalty: 992.512085
	Iteration 152Q: 3 clusters Score -1725367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -1725363.500000 Penalty: 992.512085
	Iteration 153Q: 3 clusters Score -1725364 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -1725365.625000 Penalty: 992.512085
	Iteration 154Q: 3 clusters Score -1725366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -1725367.000000 Penalty: 992.512085
	Iteration 155Q: 3 clusters Score -1725367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -1725367.375000 Penalty: 992.512085
	Iteration 156Q: 3 clusters Score -1725367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -1725367.875000 Penalty: 992.512085
	Iteration 157Q: 3 clusters Score -1725368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -1725366.000000 Penalty: 992.512085
	Iteration 158Q: 3 clusters Score -1725366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -1725367 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -1725366.625000 Penalty: 992.512085
	Iteration 160F: 3 clusters Score -1725367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9867 members 
Entering Unmasked Estep 
Score: -328389.281250 Penalty: 418.461273
	Iteration 0F: 2 clusters Score -328389.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -321806.375000 Penalty: 836.922546
	Iteration 0F: 3 clusters Score -321806.4 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -324473.062500 Penalty: 836.922546
	Iteration 1F: 3 clusters Score -324473.1 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -324762.937500 Penalty: 836.922546
	Iteration 2F: 3 clusters Score -324762.9 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -325097.906250 Penalty: 836.922546
	Iteration 3F: 3 clusters Score -325097.9 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -325507.250000 Penalty: 836.922546
	Iteration 4F: 3 clusters Score -325507.2 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -326019.875000 Penalty: 836.922546
	Iteration 5F: 3 clusters Score -326019.9 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -326458.718750 Penalty: 836.922546
	Iteration 6F: 3 clusters Score -326458.7 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -326706.687500 Penalty: 836.922546
	Iteration 7Q: 3 clusters Score -326706.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -326811.781250 Penalty: 836.922546
	Iteration 8Q: 3 clusters Score -326811.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -326870.406250 Penalty: 836.922546
	Iteration 9Q: 3 clusters Score -326870.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -326921.406250 Penalty: 836.922546
	Iteration 10Q: 3 clusters Score -326921.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -326962.312500 Penalty: 836.922546
	Iteration 11Q: 3 clusters Score -326962.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -327005.125000 Penalty: 836.922546
	Iteration 12Q: 3 clusters Score -327005.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -327042.906250 Penalty: 836.922546
	Iteration 13Q: 3 clusters Score -327042.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -327078.625000 Penalty: 836.922546
	Iteration 14Q: 3 clusters Score -327078.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -327108.500000 Penalty: 836.922546
	Iteration 15Q: 3 clusters Score -327108.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -327134.625000 Penalty: 836.922546
	Iteration 16Q: 3 clusters Score -327134.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -327170.531250 Penalty: 836.922546
	Iteration 17Q: 3 clusters Score -327170.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -327207.750000 Penalty: 836.922546
	Iteration 18Q: 3 clusters Score -327207.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -327249.781250 Penalty: 836.922546
	Iteration 19Q: 3 clusters Score -327249.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -327293.718750 Penalty: 836.922546
	Iteration 20F: 3 clusters Score -327293.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -327342.781250 Penalty: 836.922546
	Iteration 21Q: 3 clusters Score -327342.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -327379.750000 Penalty: 836.922546
	Iteration 22Q: 3 clusters Score -327379.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -327406.187500 Penalty: 836.922546
	Iteration 23Q: 3 clusters Score -327406.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -327435.875000 Penalty: 836.922546
	Iteration 24Q: 3 clusters Score -327435.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -327463.156250 Penalty: 836.922546
	Iteration 25Q: 3 clusters Score -327463.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -327493.125000 Penalty: 836.922546
	Iteration 26Q: 3 clusters Score -327493.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -327522.187500 Penalty: 836.922546
	Iteration 27Q: 3 clusters Score -327522.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -327560.843750 Penalty: 836.922546
	Iteration 28Q: 3 clusters Score -327560.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -327605.000000 Penalty: 836.922546
	Iteration 29Q: 3 clusters Score -327605 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -327641.531250 Penalty: 836.922546
	Iteration 30Q: 3 clusters Score -327641.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -327672.343750 Penalty: 836.922546
	Iteration 31Q: 3 clusters Score -327672.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -327704.625000 Penalty: 836.922546
	Iteration 32Q: 3 clusters Score -327704.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -327735.312500 Penalty: 836.922546
	Iteration 33Q: 3 clusters Score -327735.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -327753.625000 Penalty: 836.922546
	Iteration 34Q: 3 clusters Score -327753.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -327768.031250 Penalty: 836.922546
	Iteration 35Q: 3 clusters Score -327768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -327779.937500 Penalty: 836.922546
	Iteration 36Q: 3 clusters Score -327779.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -327795.156250 Penalty: 836.922546
	Iteration 37Q: 3 clusters Score -327795.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -327811.375000 Penalty: 836.922546
	Iteration 38Q: 3 clusters Score -327811.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -327828.593750 Penalty: 836.922546
	Iteration 39Q: 3 clusters Score -327828.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -327841.406250 Penalty: 836.922546
	Iteration 40F: 3 clusters Score -327841.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -327854.406250 Penalty: 836.922546
	Iteration 41Q: 3 clusters Score -327854.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -327869.937500 Penalty: 836.922546
	Iteration 42Q: 3 clusters Score -327869.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -327883.562500 Penalty: 836.922546
	Iteration 43Q: 3 clusters Score -327883.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -327894.468750 Penalty: 836.922546
	Iteration 44Q: 3 clusters Score -327894.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -327903.437500 Penalty: 836.922546
	Iteration 45Q: 3 clusters Score -327903.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -327913.093750 Penalty: 836.922546
	Iteration 46Q: 3 clusters Score -327913.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -327920.062500 Penalty: 836.922546
	Iteration 47Q: 3 clusters Score -327920.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -327928.093750 Penalty: 836.922546
	Iteration 48Q: 3 clusters Score -327928.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -327934.687500 Penalty: 836.922546
	Iteration 49Q: 3 clusters Score -327934.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -327939.687500 Penalty: 836.922546
	Iteration 50Q: 3 clusters Score -327939.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -327944.593750 Penalty: 836.922546
	Iteration 51Q: 3 clusters Score -327944.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -327948.468750 Penalty: 836.922546
	Iteration 52Q: 3 clusters Score -327948.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -327950.406250 Penalty: 836.922546
	Iteration 53Q: 3 clusters Score -327950.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -327955.656250 Penalty: 836.922546
	Iteration 54Q: 3 clusters Score -327955.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -327961.781250 Penalty: 836.922546
	Iteration 55Q: 3 clusters Score -327961.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -327964.000000 Penalty: 836.922546
	Iteration 56Q: 3 clusters Score -327964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -327965.375000 Penalty: 836.922546
	Iteration 57Q: 3 clusters Score -327965.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -327969.156250 Penalty: 836.922546
	Iteration 58Q: 3 clusters Score -327969.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -327971.875000 Penalty: 836.922546
	Iteration 59Q: 3 clusters Score -327971.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -327977.125000 Penalty: 836.922546
	Iteration 60F: 3 clusters Score -327977.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -327982.468750 Penalty: 836.922546
	Iteration 61Q: 3 clusters Score -327982.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -327986.968750 Penalty: 836.922546
	Iteration 62Q: 3 clusters Score -327987 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -327992.250000 Penalty: 836.922546
	Iteration 63Q: 3 clusters Score -327992.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -327993.531250 Penalty: 836.922546
	Iteration 64Q: 3 clusters Score -327993.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -327996.812500 Penalty: 836.922546
	Iteration 65Q: 3 clusters Score -327996.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -328000.718750 Penalty: 836.922546
	Iteration 66Q: 3 clusters Score -328000.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -328001.406250 Penalty: 836.922546
	Iteration 67Q: 3 clusters Score -328001.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -328001.906250 Penalty: 836.922546
	Iteration 68Q: 3 clusters Score -328001.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -328002.125000 Penalty: 836.922546
	Iteration 69Q: 3 clusters Score -328002.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -328002.750000 Penalty: 836.922546
	Iteration 70Q: 3 clusters Score -328002.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -328004.218750 Penalty: 836.922546
	Iteration 71Q: 3 clusters Score -328004.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -328006.218750 Penalty: 836.922546
	Iteration 72Q: 3 clusters Score -328006.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -328007.968750 Penalty: 836.922546
	Iteration 73Q: 3 clusters Score -328008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -328008.250000 Penalty: 836.922546
	Iteration 74Q: 3 clusters Score -328008.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -328008.562500 Penalty: 836.922546
	Iteration 75Q: 3 clusters Score -328008.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -328009.468750 Penalty: 836.922546
	Iteration 76Q: 3 clusters Score -328009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -328009.906250 Penalty: 836.922546
	Iteration 77Q: 3 clusters Score -328009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -328009.906250 Penalty: 836.922546
	Iteration 78Q: 3 clusters Score -328009.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -328009.906250 Penalty: 836.922546
	Iteration 79F: 3 clusters Score -328009.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Entering Unmasked Estep 
Score: -15195.020508 Penalty: 296.888855
	Iteration 0F: 2 clusters Score -15195.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -14612.842773 Penalty: 593.777710
	Iteration 0F: 3 clusters Score -14612.84 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -14866.660156 Penalty: 593.777710
	Iteration 1F: 3 clusters Score -14866.66 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -14950.573242 Penalty: 593.777710
	Iteration 2F: 3 clusters Score -14950.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -15013.095703 Penalty: 593.777710
	Iteration 3F: 3 clusters Score -15013.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -15069.345703 Penalty: 593.777710
	Iteration 4F: 3 clusters Score -15069.35 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -15095.169922 Penalty: 593.777710
	Iteration 5Q: 3 clusters Score -15095.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -15111.123047 Penalty: 593.777710
	Iteration 6Q: 3 clusters Score -15111.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -15115.586914 Penalty: 593.777710
	Iteration 7Q: 3 clusters Score -15115.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -15122.774414 Penalty: 593.777710
	Iteration 8Q: 3 clusters Score -15122.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -15131.394531 Penalty: 593.777710
	Iteration 9Q: 3 clusters Score -15131.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15139.047852 Penalty: 593.777710
	Iteration 10Q: 3 clusters Score -15139.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -15147.043945 Penalty: 593.777710
	Iteration 11Q: 3 clusters Score -15147.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -15153.212891 Penalty: 593.777710
	Iteration 12Q: 3 clusters Score -15153.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -15158.392578 Penalty: 593.777710
	Iteration 13Q: 3 clusters Score -15158.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -15159.805664 Penalty: 593.777710
	Iteration 14Q: 3 clusters Score -15159.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -15161.591797 Penalty: 593.777710
	Iteration 15Q: 3 clusters Score -15161.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -15164.649414 Penalty: 593.777710
	Iteration 16Q: 3 clusters Score -15164.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -15165.860352 Penalty: 593.777710
	Iteration 17Q: 3 clusters Score -15165.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -15165.860352 Penalty: 593.777710
	Iteration 18F: 3 clusters Score -15165.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Entering Unmasked Estep 
Score: -627691.687500 Penalty: 455.213348
	Iteration 0F: 2 clusters Score -627691.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -612927.375000 Penalty: 910.426697
	Iteration 0F: 3 clusters Score -612927.4 nChanged 10594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -619896.937500 Penalty: 910.426697
	Iteration 1F: 3 clusters Score -619896.9 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -621033.187500 Penalty: 910.426697
	Iteration 2F: 3 clusters Score -621033.2 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -622388.000000 Penalty: 910.426697
	Iteration 3F: 3 clusters Score -622388 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -623757.312500 Penalty: 910.426697
	Iteration 4F: 3 clusters Score -623757.3 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -624840.687500 Penalty: 910.426697
	Iteration 5F: 3 clusters Score -624840.7 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -625462.312500 Penalty: 910.426697
	Iteration 6Q: 3 clusters Score -625462.3 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -625886.062500 Penalty: 910.426697
	Iteration 7Q: 3 clusters Score -625886.1 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -626220.000000 Penalty: 910.426697
	Iteration 8Q: 3 clusters Score -626220 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -626497.250000 Penalty: 910.426697
	Iteration 9Q: 3 clusters Score -626497.2 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18335 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -626743.812500 Penalty: 910.426697
	Iteration 10Q: 3 clusters Score -626743.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -626969.125000 Penalty: 910.426697
	Iteration 11Q: 3 clusters Score -626969.1 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -627177.125000 Penalty: 910.426697
	Iteration 12Q: 3 clusters Score -627177.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -627347.062500 Penalty: 910.426697
	Iteration 13Q: 3 clusters Score -627347.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -627498.750000 Penalty: 910.426697
	Iteration 14Q: 3 clusters Score -627498.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -627640.875000 Penalty: 910.426697
	Iteration 15Q: 3 clusters Score -627640.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -627744.125000 Penalty: 910.426697
	Iteration 16Q: 3 clusters Score -627744.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -627820.625000 Penalty: 910.426697
	Iteration 17Q: 3 clusters Score -627820.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -627877.250000 Penalty: 910.426697
	Iteration 18Q: 3 clusters Score -627877.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -627902.250000 Penalty: 910.426697
	Iteration 19Q: 3 clusters Score -627902.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -627920.312500 Penalty: 910.426697
	Iteration 20F: 3 clusters Score -627920.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -627928.812500 Penalty: 910.426697
	Iteration 21Q: 3 clusters Score -627928.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -627933.562500 Penalty: 910.426697
	Iteration 22Q: 3 clusters Score -627933.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -627934.812500 Penalty: 910.426697
	Iteration 23Q: 3 clusters Score -627934.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -627936.812500 Penalty: 910.426697
	Iteration 24Q: 3 clusters Score -627936.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -627938.437500 Penalty: 910.426697
	Iteration 25Q: 3 clusters Score -627938.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -627942.062500 Penalty: 910.426697
	Iteration 26Q: 3 clusters Score -627942.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -627943.562500 Penalty: 910.426697
	Iteration 27Q: 3 clusters Score -627943.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20715 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -627945.062500 Penalty: 910.426697
	Iteration 28Q: 3 clusters Score -627945.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -627945.562500 Penalty: 910.426697
	Iteration 29Q: 3 clusters Score -627945.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -627947.250000 Penalty: 910.426697
	Iteration 30Q: 3 clusters Score -627947.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -627948.250000 Penalty: 910.426697
	Iteration 31Q: 3 clusters Score -627948.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -627950.875000 Penalty: 910.426697
	Iteration 32Q: 3 clusters Score -627950.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -627950.937500 Penalty: 910.426697
	Iteration 33Q: 3 clusters Score -627950.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -627950.812500 Penalty: 910.426697
	Iteration 34Q: 3 clusters Score -627950.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -627952.125000 Penalty: 910.426697
	Iteration 35Q: 3 clusters Score -627952.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20770 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -627951.500000 Penalty: 910.426697
	Iteration 36Q: 3 clusters Score -627951.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -627951.937500 Penalty: 910.426697
	Iteration 37Q: 3 clusters Score -627951.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -627951.937500 Penalty: 910.426697
	Iteration 38Q: 3 clusters Score -627951.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -627952.062500 Penalty: 910.426697
	Iteration 39Q: 3 clusters Score -627952.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -627952.562500 Penalty: 910.426697
	Iteration 40F: 3 clusters Score -627952.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -627952.062500 Penalty: 910.426697
	Iteration 41Q: 3 clusters Score -627952.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -627952.562500 Penalty: 910.426697
	Iteration 42Q: 3 clusters Score -627952.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -627952.125000 Penalty: 910.426697
	Iteration 43Q: 3 clusters Score -627952.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -627952.875000 Penalty: 910.426697
	Iteration 44Q: 3 clusters Score -627952.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -627952.875000 Penalty: 910.426697
	Iteration 45Q: 3 clusters Score -627952.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -627953.437500 Penalty: 910.426697
	Iteration 46Q: 3 clusters Score -627953.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -627954.625000 Penalty: 910.426697
	Iteration 47Q: 3 clusters Score -627954.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -627953.937500 Penalty: 910.426697
	Iteration 48Q: 3 clusters Score -627953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -627954.562500 Penalty: 910.426697
	Iteration 49Q: 3 clusters Score -627954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -627954.562500 Penalty: 910.426697
	Iteration 50F: 3 clusters Score -627954.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157056 members 
Mstep: Class 2 contains 52263 members 
Mstep: Class 3 contains 52332 members 
Mstep: Class 4 contains 119811 members 
Mstep: Class 5 contains 4574 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 6577 members 
Mstep: Class 8 contains 54542 members 
Mstep: Class 9 contains 9867 members 
Mstep: Class 10 contains 682 members 
Mstep: Class 12 contains 20800 members 
Mstep: Class 13 contains 17721 members 
Mstep: Class 15 contains 5125 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 725 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 10267 members 
Entering Unmasked Estep 
Score: -15703677.000000 Penalty: 10185.094727
Splitting cluster 12 changes total score from -15701777.000000 to -15703677.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 13 (17721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Entering Unmasked Estep 
Score: -597956.937500 Penalty: 445.104034
	Iteration 0F: 2 clusters Score -597956.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -586148.562500 Penalty: 890.208069
	Iteration 0F: 3 clusters Score -586148.6 nChanged 8339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -591385.937500 Penalty: 890.208069
	Iteration 1F: 3 clusters Score -591385.9 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -592237.437500 Penalty: 890.208069
	Iteration 2F: 3 clusters Score -592237.4 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -593502.187500 Penalty: 890.208069
	Iteration 3F: 3 clusters Score -593502.2 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -594957.937500 Penalty: 890.208069
	Iteration 4F: 3 clusters Score -594957.9 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -596055.750000 Penalty: 890.208069
	Iteration 5F: 3 clusters Score -596055.8 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -596708.812500 Penalty: 890.208069
	Iteration 6Q: 3 clusters Score -596708.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -597076.250000 Penalty: 890.208069
	Iteration 7Q: 3 clusters Score -597076.2 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -597289.250000 Penalty: 890.208069
	Iteration 8Q: 3 clusters Score -597289.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -597424.625000 Penalty: 890.208069
	Iteration 9Q: 3 clusters Score -597424.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 17407 members 
Entering Unmasked Estep 
Score: -597503.250000 Penalty: 890.208069
	Iteration 10Q: 3 clusters Score -597503.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -597546.875000 Penalty: 890.208069
	Iteration 11Q: 3 clusters Score -597546.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -597582.125000 Penalty: 890.208069
	Iteration 12Q: 3 clusters Score -597582.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -597609.312500 Penalty: 890.208069
	Iteration 13Q: 3 clusters Score -597609.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -597630.437500 Penalty: 890.208069
	Iteration 14Q: 3 clusters Score -597630.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -597644.375000 Penalty: 890.208069
	Iteration 15Q: 3 clusters Score -597644.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -597657.000000 Penalty: 890.208069
	Iteration 16Q: 3 clusters Score -597657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -597665.187500 Penalty: 890.208069
	Iteration 17Q: 3 clusters Score -597665.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 17560 members 
Entering Unmasked Estep 
Score: -597675.125000 Penalty: 890.208069
	Iteration 18Q: 3 clusters Score -597675.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -597680.750000 Penalty: 890.208069
	Iteration 19Q: 3 clusters Score -597680.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -597686.562500 Penalty: 890.208069
	Iteration 20F: 3 clusters Score -597686.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -597688.750000 Penalty: 890.208069
	Iteration 21Q: 3 clusters Score -597688.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -597690.437500 Penalty: 890.208069
	Iteration 22Q: 3 clusters Score -597690.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -597690.437500 Penalty: 890.208069
	Iteration 23Q: 3 clusters Score -597690.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -597690.437500 Penalty: 890.208069
	Iteration 24F: 3 clusters Score -597690.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Entering Unmasked Estep 
Score: -148029.984375 Penalty: 388.655792
	Iteration 0F: 2 clusters Score -148030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -144512.109375 Penalty: 777.311584
	Iteration 0F: 3 clusters Score -144512.1 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -146120.359375 Penalty: 777.311584
	Iteration 1F: 3 clusters Score -146120.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -146455.359375 Penalty: 777.311584
	Iteration 2F: 3 clusters Score -146455.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -146832.328125 Penalty: 777.311584
	Iteration 3F: 3 clusters Score -146832.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -147130.531250 Penalty: 777.311584
	Iteration 4F: 3 clusters Score -147130.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -147313.046875 Penalty: 777.311584
	Iteration 5F: 3 clusters Score -147313 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -147425.296875 Penalty: 777.311584
	Iteration 6Q: 3 clusters Score -147425.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -147490.140625 Penalty: 777.311584
	Iteration 7Q: 3 clusters Score -147490.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -147527.937500 Penalty: 777.311584
	Iteration 8Q: 3 clusters Score -147527.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -147545.421875 Penalty: 777.311584
	Iteration 9Q: 3 clusters Score -147545.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -147561.640625 Penalty: 777.311584
	Iteration 10Q: 3 clusters Score -147561.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -147585.093750 Penalty: 777.311584
	Iteration 11Q: 3 clusters Score -147585.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -147610.765625 Penalty: 777.311584
	Iteration 12Q: 3 clusters Score -147610.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -147633.140625 Penalty: 777.311584
	Iteration 13Q: 3 clusters Score -147633.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -147653.859375 Penalty: 777.311584
	Iteration 14Q: 3 clusters Score -147653.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -147672.171875 Penalty: 777.311584
	Iteration 15Q: 3 clusters Score -147672.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -147693.328125 Penalty: 777.311584
	Iteration 16Q: 3 clusters Score -147693.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -147709.156250 Penalty: 777.311584
	Iteration 17Q: 3 clusters Score -147709.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -147723.640625 Penalty: 777.311584
	Iteration 18Q: 3 clusters Score -147723.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -147744.875000 Penalty: 777.311584
	Iteration 19Q: 3 clusters Score -147744.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -147761.078125 Penalty: 777.311584
	Iteration 20F: 3 clusters Score -147761.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -147781.015625 Penalty: 777.311584
	Iteration 21Q: 3 clusters Score -147781 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -147807.031250 Penalty: 777.311584
	Iteration 22Q: 3 clusters Score -147807 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -147844.218750 Penalty: 777.311584
	Iteration 23Q: 3 clusters Score -147844.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -147887.968750 Penalty: 777.311584
	Iteration 24Q: 3 clusters Score -147888 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -147948.250000 Penalty: 777.311584
	Iteration 25Q: 3 clusters Score -147948.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -148010.203125 Penalty: 777.311584
	Iteration 26Q: 3 clusters Score -148010.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -148093.984375 Penalty: 777.311584
	Iteration 27Q: 3 clusters Score -148094 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -148167.375000 Penalty: 777.311584
	Iteration 28Q: 3 clusters Score -148167.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -148222.671875 Penalty: 777.311584
	Iteration 29Q: 3 clusters Score -148222.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -148265.468750 Penalty: 777.311584
	Iteration 30Q: 3 clusters Score -148265.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -148292.640625 Penalty: 777.311584
	Iteration 31Q: 3 clusters Score -148292.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -148299.671875 Penalty: 777.311584
	Iteration 32Q: 3 clusters Score -148299.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -148304.421875 Penalty: 777.311584
	Iteration 33Q: 3 clusters Score -148304.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -148307.796875 Penalty: 777.311584
	Iteration 34Q: 3 clusters Score -148307.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -148310.031250 Penalty: 777.311584
	Iteration 35Q: 3 clusters Score -148310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -148311.453125 Penalty: 777.311584
	Iteration 36Q: 3 clusters Score -148311.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -148312.671875 Penalty: 777.311584
	Iteration 37Q: 3 clusters Score -148312.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -148314.609375 Penalty: 777.311584
	Iteration 38Q: 3 clusters Score -148314.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -148315.578125 Penalty: 777.311584
	Iteration 39Q: 3 clusters Score -148315.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -148320.062500 Penalty: 777.311584
	Iteration 40F: 3 clusters Score -148320.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -148322.765625 Penalty: 777.311584
	Iteration 41Q: 3 clusters Score -148322.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -148324.000000 Penalty: 777.311584
	Iteration 42Q: 3 clusters Score -148324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -148325.140625 Penalty: 777.311584
	Iteration 43Q: 3 clusters Score -148325.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -148326.234375 Penalty: 777.311584
	Iteration 44Q: 3 clusters Score -148326.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -148327.109375 Penalty: 777.311584
	Iteration 45Q: 3 clusters Score -148327.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -148328.718750 Penalty: 777.311584
	Iteration 46Q: 3 clusters Score -148328.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -148329.843750 Penalty: 777.311584
	Iteration 47Q: 3 clusters Score -148329.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -148330.187500 Penalty: 777.311584
	Iteration 48Q: 3 clusters Score -148330.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -148331.484375 Penalty: 777.311584
	Iteration 49Q: 3 clusters Score -148331.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -148333.875000 Penalty: 777.311584
	Iteration 50Q: 3 clusters Score -148333.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -148334.796875 Penalty: 777.311584
	Iteration 51Q: 3 clusters Score -148334.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -148335.453125 Penalty: 777.311584
	Iteration 52Q: 3 clusters Score -148335.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -148335.468750 Penalty: 777.311584
	Iteration 53Q: 3 clusters Score -148335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -148335.468750 Penalty: 777.311584
	Iteration 54F: 3 clusters Score -148335.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 157056 members 
Mstep: Class 2 contains 52263 members 
Mstep: Class 3 contains 52332 members 
Mstep: Class 4 contains 119811 members 
Mstep: Class 5 contains 4574 members 
Mstep: Class 6 contains 1330 members 
Mstep: Class 7 contains 6577 members 
Mstep: Class 8 contains 54542 members 
Mstep: Class 9 contains 9867 members 
Mstep: Class 10 contains 682 members 
Mstep: Class 11 contains 828 members 
Mstep: Class 12 contains 20800 members 
Mstep: Class 13 contains 17721 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 725 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 10267 members 
Entering Unmasked Estep 
Score: -15703786.000000 Penalty: 10784.217773
Splitting cluster 15 changes total score from -15701777.000000 to -15703786.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 16 (7250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Entering Unmasked Estep 
Score: -245181.734375 Penalty: 404.438446
	Iteration 0F: 2 clusters Score -245181.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -240352.609375 Penalty: 808.876892
	Iteration 0F: 3 clusters Score -240352.6 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -242277.500000 Penalty: 808.876892
	Iteration 1F: 3 clusters Score -242277.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -242445.843750 Penalty: 808.876892
	Iteration 2F: 3 clusters Score -242445.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -242603.296875 Penalty: 808.876892
	Iteration 3F: 3 clusters Score -242603.3 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -242782.359375 Penalty: 808.876892
	Iteration 4Q: 3 clusters Score -242782.4 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -243010.406250 Penalty: 808.876892
	Iteration 5F: 3 clusters Score -243010.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -243242.828125 Penalty: 808.876892
	Iteration 6Q: 3 clusters Score -243242.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -243476.453125 Penalty: 808.876892
	Iteration 7F: 3 clusters Score -243476.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -243666.093750 Penalty: 808.876892
	Iteration 8Q: 3 clusters Score -243666.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -243843.046875 Penalty: 808.876892
	Iteration 9Q: 3 clusters Score -243843 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -243972.171875 Penalty: 808.876892
	Iteration 10Q: 3 clusters Score -243972.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -244043.828125 Penalty: 808.876892
	Iteration 11Q: 3 clusters Score -244043.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -244100.125000 Penalty: 808.876892
	Iteration 12Q: 3 clusters Score -244100.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -244149.484375 Penalty: 808.876892
	Iteration 13Q: 3 clusters Score -244149.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -244202.031250 Penalty: 808.876892
	Iteration 14Q: 3 clusters Score -244202 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -244251.140625 Penalty: 808.876892
	Iteration 15Q: 3 clusters Score -244251.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -244301.281250 Penalty: 808.876892
	Iteration 16Q: 3 clusters Score -244301.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -244352.656250 Penalty: 808.876892
	Iteration 17Q: 3 clusters Score -244352.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -244405.468750 Penalty: 808.876892
	Iteration 18Q: 3 clusters Score -244405.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -244458.812500 Penalty: 808.876892
	Iteration 19Q: 3 clusters Score -244458.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -244516.984375 Penalty: 808.876892
	Iteration 20F: 3 clusters Score -244517 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -244575.015625 Penalty: 808.876892
	Iteration 21Q: 3 clusters Score -244575 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -244628.546875 Penalty: 808.876892
	Iteration 22Q: 3 clusters Score -244628.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -244675.078125 Penalty: 808.876892
	Iteration 23Q: 3 clusters Score -244675.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -244714.640625 Penalty: 808.876892
	Iteration 24Q: 3 clusters Score -244714.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -244757.812500 Penalty: 808.876892
	Iteration 25Q: 3 clusters Score -244757.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -244810.515625 Penalty: 808.876892
	Iteration 26Q: 3 clusters Score -244810.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -244840.000000 Penalty: 808.876892
	Iteration 27Q: 3 clusters Score -244840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -244851.187500 Penalty: 808.876892
	Iteration 28Q: 3 clusters Score -244851.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -244858.218750 Penalty: 808.876892
	Iteration 29Q: 3 clusters Score -244858.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -244860.921875 Penalty: 808.876892
	Iteration 30Q: 3 clusters Score -244860.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -244864.796875 Penalty: 808.876892
	Iteration 31Q: 3 clusters Score -244864.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -244865.921875 Penalty: 808.876892
	Iteration 32Q: 3 clusters Score -244865.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -244868.546875 Penalty: 808.876892
	Iteration 33Q: 3 clusters Score -244868.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -244870.468750 Penalty: 808.876892
	Iteration 34Q: 3 clusters Score -244870.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -244875.562500 Penalty: 808.876892
	Iteration 35Q: 3 clusters Score -244875.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -244877.843750 Penalty: 808.876892
	Iteration 36Q: 3 clusters Score -244877.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -244880.125000 Penalty: 808.876892
	Iteration 37Q: 3 clusters Score -244880.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -244881.109375 Penalty: 808.876892
	Iteration 38Q: 3 clusters Score -244881.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -244881.375000 Penalty: 808.876892
	Iteration 39Q: 3 clusters Score -244881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -244881.390625 Penalty: 808.876892
	Iteration 40F: 3 clusters Score -244881.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -244881.375000 Penalty: 808.876892
	Iteration 41Q: 3 clusters Score -244881.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -244881.875000 Penalty: 808.876892
	Iteration 42Q: 3 clusters Score -244881.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -244881.875000 Penalty: 808.876892
	Iteration 43F: 3 clusters Score -244881.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Entering Unmasked Estep 
Score: -25345.376953 Penalty: 299.670807
	Iteration 0F: 2 clusters Score -25345.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -24702.798828 Penalty: 599.341614
	Iteration 0F: 3 clusters Score -24702.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -24884.128906 Penalty: 599.341614
	Iteration 1F: 3 clusters Score -24884.13 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -24914.687500 Penalty: 599.341614
	Iteration 2F: 3 clusters Score -24914.69 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -24934.343750 Penalty: 599.341614
	Iteration 3Q: 3 clusters Score -24934.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -24949.863281 Penalty: 599.341614
	Iteration 4Q: 3 clusters Score -24949.86 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -24961.171875 Penalty: 599.341614
	Iteration 5Q: 3 clusters Score -24961.17 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -24967.171875 Penalty: 599.341614
	Iteration 6Q: 3 clusters Score -24967.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -24968.933594 Penalty: 599.341614
	Iteration 7Q: 3 clusters Score -24968.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -24971.531250 Penalty: 599.341614
	Iteration 8Q: 3 clusters Score -24971.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -24973.259766 Penalty: 599.341614
	Iteration 9Q: 3 clusters Score -24973.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -24974.605469 Penalty: 599.341614
	Iteration 10Q: 3 clusters Score -24974.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -24974.943359 Penalty: 599.341614
	Iteration 11Q: 3 clusters Score -24974.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -24974.943359 Penalty: 599.341614
	Iteration 12F: 3 clusters Score -24974.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Entering Unmasked Estep 
Score: -72252.312500 Penalty: 349.279541
	Iteration 0F: 2 clusters Score -72252.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -70702.351562 Penalty: 698.559082
	Iteration 0F: 3 clusters Score -70702.35 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -71197.937500 Penalty: 698.559082
	Iteration 1F: 3 clusters Score -71197.94 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -71259.304688 Penalty: 698.559082
	Iteration 2F: 3 clusters Score -71259.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -71301.062500 Penalty: 698.559082
	Iteration 3F: 3 clusters Score -71301.06 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -71323.796875 Penalty: 698.559082
	Iteration 4Q: 3 clusters Score -71323.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -71346.445312 Penalty: 698.559082
	Iteration 5Q: 3 clusters Score -71346.45 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -71369.000000 Penalty: 698.559082
	Iteration 6Q: 3 clusters Score -71369 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -71382.039062 Penalty: 698.559082
	Iteration 7Q: 3 clusters Score -71382.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -71394.859375 Penalty: 698.559082
	Iteration 8Q: 3 clusters Score -71394.86 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -71412.273438 Penalty: 698.559082
	Iteration 9Q: 3 clusters Score -71412.27 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -71445.273438 Penalty: 698.559082
	Iteration 10Q: 3 clusters Score -71445.27 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -71497.859375 Penalty: 698.559082
	Iteration 11Q: 3 clusters Score -71497.86 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -71561.101562 Penalty: 698.559082
	Iteration 12Q: 3 clusters Score -71561.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -71625.125000 Penalty: 698.559082
	Iteration 13Q: 3 clusters Score -71625.12 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -71691.976562 Penalty: 698.559082
	Iteration 14Q: 3 clusters Score -71691.98 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -71741.468750 Penalty: 698.559082
	Iteration 15Q: 3 clusters Score -71741.47 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -71763.617188 Penalty: 698.559082
	Iteration 16Q: 3 clusters Score -71763.62 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -71776.242188 Penalty: 698.559082
	Iteration 17Q: 3 clusters Score -71776.24 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -71783.820312 Penalty: 698.559082
	Iteration 18Q: 3 clusters Score -71783.82 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -71788.023438 Penalty: 698.559082
	Iteration 19Q: 3 clusters Score -71788.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -71791.742188 Penalty: 698.559082
	Iteration 20F: 3 clusters Score -71791.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -71793.851562 Penalty: 698.559082
	Iteration 21Q: 3 clusters Score -71793.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -71796.273438 Penalty: 698.559082
	Iteration 22Q: 3 clusters Score -71796.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -71798.320312 Penalty: 698.559082
	Iteration 23Q: 3 clusters Score -71798.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -71799.914062 Penalty: 698.559082
	Iteration 24Q: 3 clusters Score -71799.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -71801.000000 Penalty: 698.559082
	Iteration 25Q: 3 clusters Score -71801 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -71801.593750 Penalty: 698.559082
	Iteration 26Q: 3 clusters Score -71801.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -71802.585938 Penalty: 698.559082
	Iteration 27Q: 3 clusters Score -71802.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -71803.281250 Penalty: 698.559082
	Iteration 28Q: 3 clusters Score -71803.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -71803.640625 Penalty: 698.559082
	Iteration 29Q: 3 clusters Score -71803.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -71803.812500 Penalty: 698.559082
	Iteration 30Q: 3 clusters Score -71803.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -71803.812500 Penalty: 698.559082
	Iteration 31F: 3 clusters Score -71803.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Entering Unmasked Estep 
Score: -308850.937500 Penalty: 420.269409
	Iteration 0F: 2 clusters Score -308850.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -302017.937500 Penalty: 840.538818
	Iteration 0F: 3 clusters Score -302017.9 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -304818.937500 Penalty: 840.538818
	Iteration 1F: 3 clusters Score -304818.9 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -305209.593750 Penalty: 840.538818
	Iteration 2F: 3 clusters Score -305209.6 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -305709.437500 Penalty: 840.538818
	Iteration 3F: 3 clusters Score -305709.4 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -306265.593750 Penalty: 840.538818
	Iteration 4F: 3 clusters Score -306265.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -306842.000000 Penalty: 840.538818
	Iteration 5F: 3 clusters Score -306842 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -307338.968750 Penalty: 840.538818
	Iteration 6F: 3 clusters Score -307339 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -307774.343750 Penalty: 840.538818
	Iteration 7Q: 3 clusters Score -307774.3 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -308113.656250 Penalty: 840.538818
	Iteration 8Q: 3 clusters Score -308113.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -308340.093750 Penalty: 840.538818
	Iteration 9Q: 3 clusters Score -308340.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -308452.843750 Penalty: 840.538818
	Iteration 10Q: 3 clusters Score -308452.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -308520.281250 Penalty: 840.538818
	Iteration 11Q: 3 clusters Score -308520.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -308549.875000 Penalty: 840.538818
	Iteration 12Q: 3 clusters Score -308549.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -308560.906250 Penalty: 840.538818
	Iteration 13Q: 3 clusters Score -308560.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -308564.468750 Penalty: 840.538818
	Iteration 14Q: 3 clusters Score -308564.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -308565.468750 Penalty: 840.538818
	Iteration 15Q: 3 clusters Score -308565.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -308565.781250 Penalty: 840.538818
	Iteration 16Q: 3 clusters Score -308565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -308565.781250 Penalty: 840.538818
	Iteration 17F: 3 clusters Score -308565.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 2 contains 52263 members 
Mstep: Class 3 contains 52332 members 
Mstep: Class 4 contains 119811 members 
Mstep: Class 5 contains 4574 members 
Mstep: Class 7 contains 6577 members 
Mstep: Class 8 contains 54542 members 
Mstep: Class 9 contains 9867 members 
Mstep: Class 10 contains 682 members 
Mstep: Class 12 contains 20800 members 
Mstep: Class 13 contains 17721 members 
Mstep: Class 15 contains 4297 members 
Mstep: Class 16 contains 7250 members 
Mstep: Class 17 contains 725 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 10267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15705321.000000 Penalty: 10784.217773
Iteration 39Q: 19 clusters Score -1.570532e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 155622 members 
Mstep: Class 2 contains 51563 members 
Mstep: Class 3 contains 52424 members 
Mstep: Class 4 contains 120037 members 
Mstep: Class 5 contains 4517 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 7299 members 
Mstep: Class 8 contains 54910 members 
Mstep: Class 9 contains 10062 members 
Mstep: Class 10 contains 690 members 
Mstep: Class 11 contains 801 members 
Mstep: Class 12 contains 20300 members 
Mstep: Class 13 contains 18288 members 
Mstep: Class 15 contains 4495 members 
Mstep: Class 16 contains 7107 members 
Mstep: Class 17 contains 711 members 
Mstep: Class 20 contains 2188 members 
Mstep: Class 21 contains 10528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15707227.000000 Penalty: 10784.217773
Iteration 40F: 19 clusters Score -1.570723e+07 nChanged 4915
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 155395 members 
Mstep: Class 2 contains 49923 members 
Mstep: Class 3 contains 52463 members 
Mstep: Class 4 contains 120105 members 
Mstep: Class 5 contains 4520 members 
Mstep: Class 6 contains 1784 members 
Mstep: Class 7 contains 8000 members 
Mstep: Class 8 contains 55066 members 
Mstep: Class 9 contains 10416 members 
Mstep: Class 10 contains 683 members 
Mstep: Class 11 contains 1049 members 
Mstep: Class 12 contains 19618 members 
Mstep: Class 13 contains 18880 members 
Mstep: Class 15 contains 4628 members 
Mstep: Class 16 contains 6930 members 
Mstep: Class 17 contains 700 members 
Mstep: Class 20 contains 2283 members 
Mstep: Class 21 contains 10639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15708751.000000 Penalty: 10784.217773
Iteration 41Q: 19 clusters Score -1.570875e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 155273 members 
Mstep: Class 2 contains 48165 members 
Mstep: Class 3 contains 52513 members 
Mstep: Class 4 contains 120148 members 
Mstep: Class 5 contains 4512 members 
Mstep: Class 6 contains 1989 members 
Mstep: Class 7 contains 8723 members 
Mstep: Class 8 contains 55227 members 
Mstep: Class 9 contains 10768 members 
Mstep: Class 10 contains 682 members 
Mstep: Class 11 contains 1249 members 
Mstep: Class 12 contains 18993 members 
Mstep: Class 13 contains 19499 members 
Mstep: Class 15 contains 4780 members 
Mstep: Class 16 contains 6730 members 
Mstep: Class 17 contains 694 members 
Mstep: Class 20 contains 2385 members 
Mstep: Class 21 contains 10753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15710016.000000 Penalty: 10784.217773
Iteration 42Q: 19 clusters Score -1.571002e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 155209 members 
Mstep: Class 2 contains 46288 members 
Mstep: Class 3 contains 52608 members 
Mstep: Class 4 contains 120168 members 
Mstep: Class 5 contains 4503 members 
Mstep: Class 6 contains 2158 members 
Mstep: Class 7 contains 9460 members 
Mstep: Class 8 contains 55472 members 
Mstep: Class 9 contains 11125 members 
Mstep: Class 10 contains 665 members 
Mstep: Class 11 contains 1456 members 
Mstep: Class 12 contains 18393 members 
Mstep: Class 13 contains 20099 members 
Mstep: Class 15 contains 4907 members 
Mstep: Class 16 contains 6550 members 
Mstep: Class 17 contains 683 members 
Mstep: Class 20 contains 2472 members 
Mstep: Class 21 contains 10867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15711004.000000 Penalty: 10784.217773
Iteration 43Q: 19 clusters Score -1.5711e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 155198 members 
Mstep: Class 2 contains 44422 members 
Mstep: Class 3 contains 52711 members 
Mstep: Class 4 contains 120192 members 
Mstep: Class 5 contains 4501 members 
Mstep: Class 6 contains 2331 members 
Mstep: Class 7 contains 10167 members 
Mstep: Class 8 contains 55710 members 
Mstep: Class 9 contains 11468 members 
Mstep: Class 10 contains 654 members 
Mstep: Class 11 contains 1636 members 
Mstep: Class 12 contains 17800 members 
Mstep: Class 13 contains 20703 members 
Mstep: Class 15 contains 5029 members 
Mstep: Class 16 contains 6348 members 
Mstep: Class 17 contains 675 members 
Mstep: Class 20 contains 2566 members 
Mstep: Class 21 contains 10972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15711845.000000 Penalty: 10784.217773
Iteration 44Q: 19 clusters Score -1.571184e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 155181 members 
Mstep: Class 2 contains 42613 members 
Mstep: Class 3 contains 52837 members 
Mstep: Class 4 contains 120205 members 
Mstep: Class 5 contains 4512 members 
Mstep: Class 6 contains 2496 members 
Mstep: Class 7 contains 10862 members 
Mstep: Class 8 contains 55965 members 
Mstep: Class 9 contains 11785 members 
Mstep: Class 10 contains 650 members 
Mstep: Class 11 contains 1774 members 
Mstep: Class 12 contains 17241 members 
Mstep: Class 13 contains 21296 members 
Mstep: Class 15 contains 5166 members 
Mstep: Class 16 contains 6123 members 
Mstep: Class 17 contains 661 members 
Mstep: Class 20 contains 2653 members 
Mstep: Class 21 contains 11063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15712821.000000 Penalty: 10784.217773
Iteration 45Q: 19 clusters Score -1.571282e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 155230 members 
Mstep: Class 2 contains 40901 members 
Mstep: Class 3 contains 52962 members 
Mstep: Class 4 contains 120207 members 
Mstep: Class 5 contains 4513 members 
Mstep: Class 6 contains 2653 members 
Mstep: Class 7 contains 11446 members 
Mstep: Class 8 contains 56232 members 
Mstep: Class 9 contains 12116 members 
Mstep: Class 10 contains 640 members 
Mstep: Class 11 contains 1905 members 
Mstep: Class 12 contains 16682 members 
Mstep: Class 13 contains 21857 members 
Mstep: Class 15 contains 5301 members 
Mstep: Class 16 contains 5898 members 
Mstep: Class 17 contains 646 members 
Mstep: Class 20 contains 2749 members 
Mstep: Class 21 contains 11146 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 19 clusters Score -1.571356e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155299 members 
Mstep: Class 2 contains 39376 members 
Mstep: Class 3 contains 53085 members 
Mstep: Class 4 contains 120185 members 
Mstep: Class 5 contains 4510 members 
Mstep: Class 6 contains 2809 members 
Mstep: Class 7 contains 11879 members 
Mstep: Class 8 contains 56459 members 
Mstep: Class 9 contains 12458 members 
Mstep: Class 10 contains 624 members 
Mstep: Class 11 contains 1998 members 
Mstep: Class 12 contains 16170 members 
Mstep: Class 13 contains 22387 members 
Mstep: Class 15 contains 5437 members 
Mstep: Class 16 contains 5689 members 
Mstep: Class 17 contains 639 members 
Mstep: Class 20 contains 2849 members 
Mstep: Class 21 contains 11232 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 19 clusters Score -1.571419e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155309 members 
Mstep: Class 2 contains 37964 members 
Mstep: Class 3 contains 53238 members 
Mstep: Class 4 contains 120143 members 
Mstep: Class 5 contains 4510 members 
Mstep: Class 6 contains 2949 members 
Mstep: Class 7 contains 12234 members 
Mstep: Class 8 contains 56713 members 
Mstep: Class 9 contains 12787 members 
Mstep: Class 10 contains 613 members 
Mstep: Class 11 contains 2090 members 
Mstep: Class 12 contains 15670 members 
Mstep: Class 13 contains 22930 members 
Mstep: Class 15 contains 5574 members 
Mstep: Class 16 contains 5477 members 
Mstep: Class 17 contains 629 members 
Mstep: Class 20 contains 2959 members 
Mstep: Class 21 contains 11296 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 19 clusters Score -1.571482e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155285 members 
Mstep: Class 2 contains 36680 members 
Mstep: Class 3 contains 53392 members 
Mstep: Class 4 contains 120079 members 
Mstep: Class 5 contains 4495 members 
Mstep: Class 6 contains 3092 members 
Mstep: Class 7 contains 12497 members 
Mstep: Class 8 contains 57003 members 
Mstep: Class 9 contains 13136 members 
Mstep: Class 10 contains 603 members 
Mstep: Class 11 contains 2156 members 
Mstep: Class 12 contains 15228 members 
Mstep: Class 13 contains 23490 members 
Mstep: Class 15 contains 5693 members 
Mstep: Class 16 contains 5242 members 
Mstep: Class 17 contains 616 members 
Mstep: Class 20 contains 3062 members 
Mstep: Class 21 contains 11336 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 19 clusters Score -1.571525e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155245 members 
Mstep: Class 2 contains 35451 members 
Mstep: Class 3 contains 53534 members 
Mstep: Class 4 contains 120034 members 
Mstep: Class 5 contains 4492 members 
Mstep: Class 6 contains 3235 members 
Mstep: Class 7 contains 12728 members 
Mstep: Class 8 contains 57327 members 
Mstep: Class 9 contains 13505 members 
Mstep: Class 10 contains 592 members 
Mstep: Class 11 contains 2200 members 
Mstep: Class 12 contains 14772 members 
Mstep: Class 13 contains 24046 members 
Mstep: Class 15 contains 5795 members 
Mstep: Class 16 contains 4997 members 
Mstep: Class 17 contains 610 members 
Mstep: Class 20 contains 3150 members 
Mstep: Class 21 contains 11372 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 19 clusters Score -1.571573e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 155172 members 
Mstep: Class 2 contains 34398 members 
Mstep: Class 3 contains 53678 members 
Mstep: Class 4 contains 120010 members 
Mstep: Class 5 contains 4481 members 
Mstep: Class 6 contains 3365 members 
Mstep: Class 7 contains 12926 members 
Mstep: Class 8 contains 57600 members 
Mstep: Class 9 contains 13861 members 
Mstep: Class 10 contains 591 members 
Mstep: Class 11 contains 2238 members 
Mstep: Class 12 contains 14339 members 
Mstep: Class 13 contains 24584 members 
Mstep: Class 15 contains 5866 members 
Mstep: Class 16 contains 4757 members 
Mstep: Class 17 contains 602 members 
Mstep: Class 20 contains 3233 members 
Mstep: Class 21 contains 11384 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 19 clusters Score -1.571607e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 155073 members 
Mstep: Class 2 contains 33477 members 
Mstep: Class 3 contains 53816 members 
Mstep: Class 4 contains 119950 members 
Mstep: Class 5 contains 4454 members 
Mstep: Class 6 contains 3487 members 
Mstep: Class 7 contains 13138 members 
Mstep: Class 8 contains 57868 members 
Mstep: Class 9 contains 14216 members 
Mstep: Class 10 contains 587 members 
Mstep: Class 11 contains 2272 members 
Mstep: Class 12 contains 13910 members 
Mstep: Class 13 contains 25068 members 
Mstep: Class 15 contains 5921 members 
Mstep: Class 16 contains 4548 members 
Mstep: Class 17 contains 592 members 
Mstep: Class 20 contains 3326 members 
Mstep: Class 21 contains 11383 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 19 clusters Score -1.57166e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154954 members 
Mstep: Class 2 contains 32591 members 
Mstep: Class 3 contains 53947 members 
Mstep: Class 4 contains 119897 members 
Mstep: Class 5 contains 4431 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 13355 members 
Mstep: Class 8 contains 58097 members 
Mstep: Class 9 contains 14575 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 11 contains 2304 members 
Mstep: Class 12 contains 13525 members 
Mstep: Class 13 contains 25522 members 
Mstep: Class 15 contains 5989 members 
Mstep: Class 16 contains 4339 members 
Mstep: Class 17 contains 581 members 
Mstep: Class 20 contains 3408 members 
Mstep: Class 21 contains 11390 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 53Q: 19 clusters Score -1.571702e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154849 members 
Mstep: Class 2 contains 31744 members 
Mstep: Class 3 contains 54093 members 
Mstep: Class 4 contains 119814 members 
Mstep: Class 5 contains 4434 members 
Mstep: Class 6 contains 3715 members 
Mstep: Class 7 contains 13572 members 
Mstep: Class 8 contains 58322 members 
Mstep: Class 9 contains 14890 members 
Mstep: Class 10 contains 566 members 
Mstep: Class 11 contains 2319 members 
Mstep: Class 12 contains 13156 members 
Mstep: Class 13 contains 25968 members 
Mstep: Class 15 contains 6042 members 
Mstep: Class 16 contains 4139 members 
Mstep: Class 17 contains 575 members 
Mstep: Class 20 contains 3487 members 
Mstep: Class 21 contains 11401 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 54Q: 19 clusters Score -1.571737e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 154726 members 
Mstep: Class 2 contains 30942 members 
Mstep: Class 3 contains 54262 members 
Mstep: Class 4 contains 119724 members 
Mstep: Class 5 contains 4421 members 
Mstep: Class 6 contains 3823 members 
Mstep: Class 7 contains 13773 members 
Mstep: Class 8 contains 58554 members 
Mstep: Class 9 contains 15255 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2323 members 
Mstep: Class 12 contains 12816 members 
Mstep: Class 13 contains 26400 members 
Mstep: Class 15 contains 6069 members 
Mstep: Class 16 contains 3932 members 
Mstep: Class 17 contains 568 members 
Mstep: Class 20 contains 3537 members 
Mstep: Class 21 contains 11404 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 19 clusters Score -1.571775e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 154601 members 
Mstep: Class 2 contains 30187 members 
Mstep: Class 3 contains 54414 members 
Mstep: Class 4 contains 119674 members 
Mstep: Class 5 contains 4429 members 
Mstep: Class 6 contains 3922 members 
Mstep: Class 7 contains 13957 members 
Mstep: Class 8 contains 58766 members 
Mstep: Class 9 contains 15620 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 12459 members 
Mstep: Class 13 contains 26812 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 3711 members 
Mstep: Class 17 contains 561 members 
Mstep: Class 20 contains 3583 members 
Mstep: Class 21 contains 11424 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 56Q: 19 clusters Score -1.571806e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 154484 members 
Mstep: Class 2 contains 29437 members 
Mstep: Class 3 contains 54557 members 
Mstep: Class 4 contains 119619 members 
Mstep: Class 5 contains 4445 members 
Mstep: Class 6 contains 4030 members 
Mstep: Class 7 contains 14127 members 
Mstep: Class 8 contains 58984 members 
Mstep: Class 9 contains 15978 members 
Mstep: Class 10 contains 554 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 12092 members 
Mstep: Class 13 contains 27201 members 
Mstep: Class 15 contains 6098 members 
Mstep: Class 16 contains 3529 members 
Mstep: Class 17 contains 553 members 
Mstep: Class 20 contains 3622 members 
Mstep: Class 21 contains 11439 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 19 clusters Score -1.571838e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 154359 members 
Mstep: Class 2 contains 28724 members 
Mstep: Class 3 contains 54705 members 
Mstep: Class 4 contains 119542 members 
Mstep: Class 5 contains 4462 members 
Mstep: Class 6 contains 4145 members 
Mstep: Class 7 contains 14283 members 
Mstep: Class 8 contains 59163 members 
Mstep: Class 9 contains 16317 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 2345 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 27604 members 
Mstep: Class 15 contains 6104 members 
Mstep: Class 16 contains 3340 members 
Mstep: Class 17 contains 544 members 
Mstep: Class 20 contains 3667 members 
Mstep: Class 21 contains 11457 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 19 clusters Score -1.571864e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 154245 members 
Mstep: Class 2 contains 28038 members 
Mstep: Class 3 contains 54853 members 
Mstep: Class 4 contains 119480 members 
Mstep: Class 5 contains 4487 members 
Mstep: Class 6 contains 4262 members 
Mstep: Class 7 contains 14460 members 
Mstep: Class 8 contains 59296 members 
Mstep: Class 9 contains 16610 members 
Mstep: Class 10 contains 555 members 
Mstep: Class 11 contains 2344 members 
Mstep: Class 12 contains 11455 members 
Mstep: Class 13 contains 28001 members 
Mstep: Class 15 contains 6109 members 
Mstep: Class 16 contains 3177 members 
Mstep: Class 17 contains 535 members 
Mstep: Class 20 contains 3698 members 
Mstep: Class 21 contains 11482 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 19 clusters Score -1.571887e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 154155 members 
Mstep: Class 2 contains 27358 members 
Mstep: Class 3 contains 55009 members 
Mstep: Class 4 contains 119451 members 
Mstep: Class 5 contains 4539 members 
Mstep: Class 6 contains 4355 members 
Mstep: Class 7 contains 14627 members 
Mstep: Class 8 contains 59390 members 
Mstep: Class 9 contains 16900 members 
Mstep: Class 10 contains 560 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 11122 members 
Mstep: Class 13 contains 28359 members 
Mstep: Class 15 contains 6119 members 
Mstep: Class 16 contains 3030 members 
Mstep: Class 17 contains 527 members 
Mstep: Class 20 contains 3729 members 
Mstep: Class 21 contains 11514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15719386.000000 Penalty: 10784.217773
Iteration 60F: 19 clusters Score -1.571939e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 154050 members 
Mstep: Class 2 contains 26323 members 
Mstep: Class 3 contains 55132 members 
Mstep: Class 4 contains 119442 members 
Mstep: Class 5 contains 4588 members 
Mstep: Class 6 contains 4492 members 
Mstep: Class 7 contains 15159 members 
Mstep: Class 8 contains 59482 members 
Mstep: Class 9 contains 17148 members 
Mstep: Class 10 contains 560 members 
Mstep: Class 11 contains 2367 members 
Mstep: Class 12 contains 10831 members 
Mstep: Class 13 contains 28718 members 
Mstep: Class 15 contains 6134 members 
Mstep: Class 16 contains 2877 members 
Mstep: Class 17 contains 521 members 
Mstep: Class 20 contains 3759 members 
Mstep: Class 21 contains 11504 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 19 clusters Score -1.572e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 153950 members 
Mstep: Class 2 contains 25345 members 
Mstep: Class 3 contains 55230 members 
Mstep: Class 4 contains 119428 members 
Mstep: Class 5 contains 4636 members 
Mstep: Class 6 contains 4637 members 
Mstep: Class 7 contains 15692 members 
Mstep: Class 8 contains 59576 members 
Mstep: Class 9 contains 17372 members 
Mstep: Class 10 contains 556 members 
Mstep: Class 11 contains 2386 members 
Mstep: Class 12 contains 10578 members 
Mstep: Class 13 contains 29048 members 
Mstep: Class 15 contains 6139 members 
Mstep: Class 16 contains 2707 members 
Mstep: Class 17 contains 520 members 
Mstep: Class 20 contains 3801 members 
Mstep: Class 21 contains 11486 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 19 clusters Score -1.57204e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 153887 members 
Mstep: Class 2 contains 24342 members 
Mstep: Class 3 contains 55337 members 
Mstep: Class 4 contains 119411 members 
Mstep: Class 5 contains 4678 members 
Mstep: Class 6 contains 4765 members 
Mstep: Class 7 contains 16229 members 
Mstep: Class 8 contains 59701 members 
Mstep: Class 9 contains 17555 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 2389 members 
Mstep: Class 12 contains 10334 members 
Mstep: Class 13 contains 29393 members 
Mstep: Class 15 contains 6133 members 
Mstep: Class 16 contains 2557 members 
Mstep: Class 17 contains 519 members 
Mstep: Class 20 contains 3836 members 
Mstep: Class 21 contains 11469 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 19 clusters Score -1.572084e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 153838 members 
Mstep: Class 2 contains 23390 members 
Mstep: Class 3 contains 55426 members 
Mstep: Class 4 contains 119416 members 
Mstep: Class 5 contains 4727 members 
Mstep: Class 6 contains 4886 members 
Mstep: Class 7 contains 16730 members 
Mstep: Class 8 contains 59841 members 
Mstep: Class 9 contains 17723 members 
Mstep: Class 10 contains 546 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 10104 members 
Mstep: Class 13 contains 29733 members 
Mstep: Class 15 contains 6124 members 
Mstep: Class 16 contains 2378 members 
Mstep: Class 17 contains 515 members 
Mstep: Class 20 contains 3864 members 
Mstep: Class 21 contains 11455 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 64Q: 19 clusters Score -1.572122e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 153804 members 
Mstep: Class 2 contains 22476 members 
Mstep: Class 3 contains 55507 members 
Mstep: Class 4 contains 119446 members 
Mstep: Class 5 contains 4787 members 
Mstep: Class 6 contains 4997 members 
Mstep: Class 7 contains 17208 members 
Mstep: Class 8 contains 59967 members 
Mstep: Class 9 contains 17855 members 
Mstep: Class 10 contains 542 members 
Mstep: Class 11 contains 2391 members 
Mstep: Class 12 contains 9886 members 
Mstep: Class 13 contains 30064 members 
Mstep: Class 15 contains 6116 members 
Mstep: Class 16 contains 2192 members 
Mstep: Class 17 contains 514 members 
Mstep: Class 20 contains 3899 members 
Mstep: Class 21 contains 11436 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 19 clusters Score -1.572147e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 153772 members 
Mstep: Class 2 contains 21590 members 
Mstep: Class 3 contains 55583 members 
Mstep: Class 4 contains 119466 members 
Mstep: Class 5 contains 4850 members 
Mstep: Class 6 contains 5102 members 
Mstep: Class 7 contains 17647 members 
Mstep: Class 8 contains 60102 members 
Mstep: Class 9 contains 17956 members 
Mstep: Class 10 contains 542 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 12 contains 9690 members 
Mstep: Class 13 contains 30406 members 
Mstep: Class 15 contains 6108 members 
Mstep: Class 16 contains 2022 members 
Mstep: Class 17 contains 512 members 
Mstep: Class 20 contains 3933 members 
Mstep: Class 21 contains 11410 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 66Q: 19 clusters Score -1.572184e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 153777 members 
Mstep: Class 2 contains 20725 members 
Mstep: Class 3 contains 55652 members 
Mstep: Class 4 contains 119494 members 
Mstep: Class 5 contains 4929 members 
Mstep: Class 6 contains 5200 members 
Mstep: Class 7 contains 18084 members 
Mstep: Class 8 contains 60225 members 
Mstep: Class 9 contains 18022 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 2402 members 
Mstep: Class 12 contains 9494 members 
Mstep: Class 13 contains 30745 members 
Mstep: Class 15 contains 6096 members 
Mstep: Class 16 contains 1845 members 
Mstep: Class 17 contains 510 members 
Mstep: Class 20 contains 3960 members 
Mstep: Class 21 contains 11388 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 19 clusters Score -1.572218e+07 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 153816 members 
Mstep: Class 2 contains 19903 members 
Mstep: Class 3 contains 55741 members 
Mstep: Class 4 contains 119517 members 
Mstep: Class 5 contains 5041 members 
Mstep: Class 6 contains 5306 members 
Mstep: Class 7 contains 18476 members 
Mstep: Class 8 contains 60328 members 
Mstep: Class 9 contains 18064 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 2398 members 
Mstep: Class 12 contains 9291 members 
Mstep: Class 13 contains 31068 members 
Mstep: Class 15 contains 6065 members 
Mstep: Class 16 contains 1686 members 
Mstep: Class 17 contains 505 members 
Mstep: Class 20 contains 3996 members 
Mstep: Class 21 contains 11346 members 
Entering Unmasked Estep 
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Iteration 68Q: 19 clusters Score -1.572259e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 153889 members 
Mstep: Class 2 contains 19111 members 
Mstep: Class 3 contains 55843 members 
Mstep: Class 4 contains 119522 members 
Mstep: Class 5 contains 5145 members 
Mstep: Class 6 contains 5378 members 
Mstep: Class 7 contains 18868 members 
Mstep: Class 8 contains 60451 members 
Mstep: Class 9 contains 18065 members 
Mstep: Class 10 contains 540 members 
Mstep: Class 11 contains 2389 members 
Mstep: Class 12 contains 9106 members 
Mstep: Class 13 contains 31359 members 
Mstep: Class 15 contains 6016 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 499 members 
Mstep: Class 20 contains 4037 members 
Mstep: Class 21 contains 11315 members 
Entering Unmasked Estep 
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Iteration 69Q: 19 clusters Score -1.572283e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 153967 members 
Mstep: Class 2 contains 18374 members 
Mstep: Class 3 contains 55910 members 
Mstep: Class 4 contains 119519 members 
Mstep: Class 5 contains 5249 members 
Mstep: Class 6 contains 5467 members 
Mstep: Class 7 contains 19202 members 
Mstep: Class 8 contains 60537 members 
Mstep: Class 9 contains 18077 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 2385 members 
Mstep: Class 12 contains 8955 members 
Mstep: Class 13 contains 31641 members 
Mstep: Class 15 contains 5996 members 
Mstep: Class 16 contains 1442 members 
Mstep: Class 17 contains 493 members 
Mstep: Class 20 contains 4069 members 
Mstep: Class 21 contains 11267 members 
Entering Unmasked Estep 
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Iteration 70Q: 19 clusters Score -1.572312e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 154028 members 
Mstep: Class 2 contains 17694 members 
Mstep: Class 3 contains 55951 members 
Mstep: Class 4 contains 119526 members 
Mstep: Class 5 contains 5334 members 
Mstep: Class 6 contains 5551 members 
Mstep: Class 7 contains 19528 members 
Mstep: Class 8 contains 60612 members 
Mstep: Class 9 contains 18054 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 11 contains 2380 members 
Mstep: Class 12 contains 8835 members 
Mstep: Class 13 contains 31919 members 
Mstep: Class 15 contains 5967 members 
Mstep: Class 16 contains 1342 members 
Mstep: Class 17 contains 489 members 
Mstep: Class 20 contains 4107 members 
Mstep: Class 21 contains 11234 members 
Entering Unmasked Estep 
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Iteration 71Q: 19 clusters Score -1.572328e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 154107 members 
Mstep: Class 2 contains 17016 members 
Mstep: Class 3 contains 55977 members 
Mstep: Class 4 contains 119519 members 
Mstep: Class 5 contains 5387 members 
Mstep: Class 6 contains 5640 members 
Mstep: Class 7 contains 19815 members 
Mstep: Class 8 contains 60727 members 
Mstep: Class 9 contains 18057 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 8734 members 
Mstep: Class 13 contains 32172 members 
Mstep: Class 15 contains 5945 members 
Mstep: Class 16 contains 1256 members 
Mstep: Class 17 contains 482 members 
Mstep: Class 20 contains 4139 members 
Mstep: Class 21 contains 11204 members 
Entering Unmasked Estep 
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Iteration 72Q: 19 clusters Score -1.572362e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 154162 members 
Mstep: Class 2 contains 16394 members 
Mstep: Class 3 contains 56056 members 
Mstep: Class 4 contains 119503 members 
Mstep: Class 5 contains 5430 members 
Mstep: Class 6 contains 5730 members 
Mstep: Class 7 contains 20060 members 
Mstep: Class 8 contains 60828 members 
Mstep: Class 9 contains 18055 members 
Mstep: Class 10 contains 535 members 
Mstep: Class 11 contains 2370 members 
Mstep: Class 12 contains 8633 members 
Mstep: Class 13 contains 32441 members 
Mstep: Class 15 contains 5906 members 
Mstep: Class 16 contains 1166 members 
Mstep: Class 17 contains 475 members 
Mstep: Class 20 contains 4173 members 
Mstep: Class 21 contains 11170 members 
Entering Unmasked Estep 
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Iteration 73Q: 19 clusters Score -1.572376e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 154195 members 
Mstep: Class 2 contains 15834 members 
Mstep: Class 3 contains 56131 members 
Mstep: Class 4 contains 119471 members 
Mstep: Class 5 contains 5486 members 
Mstep: Class 6 contains 5820 members 
Mstep: Class 7 contains 20278 members 
Mstep: Class 8 contains 60924 members 
Mstep: Class 9 contains 18062 members 
Mstep: Class 10 contains 529 members 
Mstep: Class 11 contains 2367 members 
Mstep: Class 12 contains 8536 members 
Mstep: Class 13 contains 32685 members 
Mstep: Class 15 contains 5868 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 468 members 
Mstep: Class 20 contains 4197 members 
Mstep: Class 21 contains 11129 members 
Entering Unmasked Estep 
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Iteration 74Q: 19 clusters Score -1.572388e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 154217 members 
Mstep: Class 2 contains 15275 members 
Mstep: Class 3 contains 56229 members 
Mstep: Class 4 contains 119428 members 
Mstep: Class 5 contains 5532 members 
Mstep: Class 6 contains 5879 members 
Mstep: Class 7 contains 20482 members 
Mstep: Class 8 contains 61018 members 
Mstep: Class 9 contains 18082 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 8434 members 
Mstep: Class 13 contains 32930 members 
Mstep: Class 15 contains 5846 members 
Mstep: Class 16 contains 1066 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 20 contains 4221 members 
Mstep: Class 21 contains 11095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724000.000000 Penalty: 10784.217773
Iteration 75Q: 19 clusters Score -1.5724e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 154239 members 
Mstep: Class 2 contains 14759 members 
Mstep: Class 3 contains 56328 members 
Mstep: Class 4 contains 119360 members 
Mstep: Class 5 contains 5591 members 
Mstep: Class 6 contains 5925 members 
Mstep: Class 7 contains 20647 members 
Mstep: Class 8 contains 61121 members 
Mstep: Class 9 contains 18081 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 2364 members 
Mstep: Class 12 contains 8323 members 
Mstep: Class 13 contains 33191 members 
Mstep: Class 15 contains 5837 members 
Mstep: Class 16 contains 1033 members 
Mstep: Class 17 contains 459 members 
Mstep: Class 20 contains 4243 members 
Mstep: Class 21 contains 11065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724199.000000 Penalty: 10784.217773
Iteration 76Q: 19 clusters Score -1.57242e+07 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 154253 members 
Mstep: Class 2 contains 14279 members 
Mstep: Class 3 contains 56436 members 
Mstep: Class 4 contains 119316 members 
Mstep: Class 5 contains 5652 members 
Mstep: Class 6 contains 5977 members 
Mstep: Class 7 contains 20790 members 
Mstep: Class 8 contains 61217 members 
Mstep: Class 9 contains 18087 members 
Mstep: Class 10 contains 516 members 
Mstep: Class 11 contains 2366 members 
Mstep: Class 12 contains 8216 members 
Mstep: Class 13 contains 33425 members 
Mstep: Class 15 contains 5819 members 
Mstep: Class 16 contains 999 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 20 contains 4252 members 
Mstep: Class 21 contains 11036 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724162.000000 Penalty: 10784.217773
Iteration 77Q: 19 clusters Score -1.572416e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 154224 members 
Mstep: Class 2 contains 13834 members 
Mstep: Class 3 contains 56517 members 
Mstep: Class 4 contains 119290 members 
Mstep: Class 5 contains 5715 members 
Mstep: Class 6 contains 6025 members 
Mstep: Class 7 contains 20954 members 
Mstep: Class 8 contains 61300 members 
Mstep: Class 9 contains 18081 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 2363 members 
Mstep: Class 12 contains 8124 members 
Mstep: Class 13 contains 33655 members 
Mstep: Class 15 contains 5796 members 
Mstep: Class 16 contains 971 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 20 contains 4271 members 
Mstep: Class 21 contains 11006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724288.000000 Penalty: 10784.217773
Iteration 78Q: 19 clusters Score -1.572429e+07 nChanged 1080
Entering ConstructFrom: 
Score: -15724288.000000 Penalty: 10784.217773
Entering ConstructFrom: 
Trying to split cluster 1 (154222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154222 members 
Entering Unmasked Estep 
Score: -5098311.000000 Penalty: 543.549744
	Iteration 0F: 2 clusters Score -5098311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77047 members 
Mstep: Class 2 contains 77175 members 
Entering Unmasked Estep 
Score: -4993332.000000 Penalty: 1087.099487
	Iteration 0F: 3 clusters Score -4993332 nChanged 76190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79099 members 
Mstep: Class 2 contains 75123 members 
Entering Unmasked Estep 
Score: -5041414.000000 Penalty: 1087.099487
	Iteration 1F: 3 clusters Score -5041414 nChanged 9179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82864 members 
Mstep: Class 2 contains 71358 members 
Entering Unmasked Estep 
Score: -5046299.500000 Penalty: 1087.099487
	Iteration 2F: 3 clusters Score -5046300 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87744 members 
Mstep: Class 2 contains 66478 members 
Entering Unmasked Estep 
Score: -5052770.000000 Penalty: 1087.099487
	Iteration 3F: 3 clusters Score -5052770 nChanged 11299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92095 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -5059004.500000 Penalty: 1087.099487
	Iteration 4F: 3 clusters Score -5059004 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95579 members 
Mstep: Class 2 contains 58643 members 
Entering Unmasked Estep 
Score: -5063463.000000 Penalty: 1087.099487
	Iteration 5F: 3 clusters Score -5063463 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98610 members 
Mstep: Class 2 contains 55612 members 
Entering Unmasked Estep 
Score: -5066373.500000 Penalty: 1087.099487
	Iteration 6F: 3 clusters Score -5066374 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101548 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -5068356.000000 Penalty: 1087.099487
	Iteration 7Q: 3 clusters Score -5068356 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104779 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -5069910.500000 Penalty: 1087.099487
	Iteration 8Q: 3 clusters Score -5069910 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108360 members 
Mstep: Class 2 contains 45862 members 
Entering Unmasked Estep 
Score: -5071407.500000 Penalty: 1087.099487
	Iteration 9Q: 3 clusters Score -5071408 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112503 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -5073281.000000 Penalty: 1087.099487
	Iteration 10Q: 3 clusters Score -5073281 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117180 members 
Mstep: Class 2 contains 37042 members 
Entering Unmasked Estep 
Score: -5075725.000000 Penalty: 1087.099487
	Iteration 11Q: 3 clusters Score -5075725 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122242 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -5078872.000000 Penalty: 1087.099487
	Iteration 12Q: 3 clusters Score -5078872 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127373 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -5082409.500000 Penalty: 1087.099487
	Iteration 13Q: 3 clusters Score -5082410 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132026 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5085848.000000 Penalty: 1087.099487
	Iteration 14Q: 3 clusters Score -5085848 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135966 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -5088784.500000 Penalty: 1087.099487
	Iteration 15Q: 3 clusters Score -5088784 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139156 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -5091020.500000 Penalty: 1087.099487
	Iteration 16Q: 3 clusters Score -5091020 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141691 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -5092622.000000 Penalty: 1087.099487
	Iteration 17Q: 3 clusters Score -5092622 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143805 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -5093861.000000 Penalty: 1087.099487
	Iteration 18Q: 3 clusters Score -5093861 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145618 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -5094973.000000 Penalty: 1087.099487
	Iteration 19Q: 3 clusters Score -5094973 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147133 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -5095784.000000 Penalty: 1087.099487
	Iteration 20F: 3 clusters Score -5095784 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148362 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -5096494.000000 Penalty: 1087.099487
	Iteration 21Q: 3 clusters Score -5096494 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149330 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -5096993.000000 Penalty: 1087.099487
	Iteration 22Q: 3 clusters Score -5096993 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150101 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -5097390.500000 Penalty: 1087.099487
	Iteration 23Q: 3 clusters Score -5097390 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150692 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -5097706.500000 Penalty: 1087.099487
	Iteration 24Q: 3 clusters Score -5097706 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151150 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -5097936.000000 Penalty: 1087.099487
	Iteration 25Q: 3 clusters Score -5097936 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151530 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -5098087.000000 Penalty: 1087.099487
	Iteration 26Q: 3 clusters Score -5098087 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151828 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -5098250.500000 Penalty: 1087.099487
	Iteration 27Q: 3 clusters Score -5098250 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152061 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -5098332.500000 Penalty: 1087.099487
	Iteration 28Q: 3 clusters Score -5098332 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152233 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -5098397.000000 Penalty: 1087.099487
	Iteration 29Q: 3 clusters Score -5098397 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152363 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -5098438.500000 Penalty: 1087.099487
	Iteration 30Q: 3 clusters Score -5098438 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152458 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -5098465.000000 Penalty: 1087.099487
	Iteration 31Q: 3 clusters Score -5098465 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152534 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -5098497.500000 Penalty: 1087.099487
	Iteration 32Q: 3 clusters Score -5098498 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152603 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -5098517.500000 Penalty: 1087.099487
	Iteration 33Q: 3 clusters Score -5098518 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152655 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5098522.000000 Penalty: 1087.099487
	Iteration 34Q: 3 clusters Score -5098522 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152713 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5098533.500000 Penalty: 1087.099487
	Iteration 35Q: 3 clusters Score -5098534 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152753 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -5098550.500000 Penalty: 1087.099487
	Iteration 36Q: 3 clusters Score -5098550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152777 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -5098548.000000 Penalty: 1087.099487
	Iteration 37Q: 3 clusters Score -5098548 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152791 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5098547.000000 Penalty: 1087.099487
	Iteration 38Q: 3 clusters Score -5098547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152797 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5098545.500000 Penalty: 1087.099487
	Iteration 39Q: 3 clusters Score -5098546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152797 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -5098546.500000 Penalty: 1087.099487
	Iteration 40F: 3 clusters Score -5098546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152800 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5098547.000000 Penalty: 1087.099487
	Iteration 41Q: 3 clusters Score -5098547 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152800 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -5098546.500000 Penalty: 1087.099487
	Iteration 42Q: 3 clusters Score -5098546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152802 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5098541.000000 Penalty: 1087.099487
	Iteration 43Q: 3 clusters Score -5098541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152803 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -5098542.500000 Penalty: 1087.099487
	Iteration 44Q: 3 clusters Score -5098542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152807 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -5098541.500000 Penalty: 1087.099487
	Iteration 45Q: 3 clusters Score -5098542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152811 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5098545.000000 Penalty: 1087.099487
	Iteration 46Q: 3 clusters Score -5098545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152814 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -5098545.000000 Penalty: 1087.099487
	Iteration 47Q: 3 clusters Score -5098545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152815 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -5098543.500000 Penalty: 1087.099487
	Iteration 48Q: 3 clusters Score -5098544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152817 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5098542.500000 Penalty: 1087.099487
	Iteration 49Q: 3 clusters Score -5098542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152818 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -5098536.500000 Penalty: 1087.099487
	Iteration 50Q: 3 clusters Score -5098536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152820 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5098540.000000 Penalty: 1087.099487
	Iteration 51Q: 3 clusters Score -5098540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152822 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -5098541.500000 Penalty: 1087.099487
	Iteration 52Q: 3 clusters Score -5098542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152824 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5098543.500000 Penalty: 1087.099487
	Iteration 53Q: 3 clusters Score -5098544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152825 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -5098543.000000 Penalty: 1087.099487
	Iteration 54Q: 3 clusters Score -5098543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152826 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5098546.000000 Penalty: 1087.099487
	Iteration 55Q: 3 clusters Score -5098546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152827 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5098544.500000 Penalty: 1087.099487
	Iteration 56Q: 3 clusters Score -5098544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152828 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5098545.500000 Penalty: 1087.099487
	Iteration 57Q: 3 clusters Score -5098546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152828 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -5098545.500000 Penalty: 1087.099487
	Iteration 58F: 3 clusters Score -5098546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152828 members 
Mstep: Class 2 contains 13408 members 
Mstep: Class 3 contains 56614 members 
Mstep: Class 4 contains 119256 members 
Mstep: Class 5 contains 5752 members 
Mstep: Class 6 contains 6061 members 
Mstep: Class 7 contains 21129 members 
Mstep: Class 8 contains 61373 members 
Mstep: Class 9 contains 18062 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 8034 members 
Mstep: Class 13 contains 33870 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 5774 members 
Mstep: Class 16 contains 955 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 20 contains 4287 members 
Mstep: Class 21 contains 10975 members 
Entering Unmasked Estep 
Score: -15724732.000000 Penalty: 11383.340820
Splitting cluster 1 changes total score from -15724288.000000 to -15724732.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 2 (13408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Entering Unmasked Estep 
Score: -401090.781250 Penalty: 432.414124
	Iteration 0F: 2 clusters Score -401090.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -392196.781250 Penalty: 864.828247
	Iteration 0F: 3 clusters Score -392196.8 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -395719.562500 Penalty: 864.828247
	Iteration 1F: 3 clusters Score -395719.6 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -396134.562500 Penalty: 864.828247
	Iteration 2F: 3 clusters Score -396134.6 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -396648.593750 Penalty: 864.828247
	Iteration 3F: 3 clusters Score -396648.6 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -397361.062500 Penalty: 864.828247
	Iteration 4F: 3 clusters Score -397361.1 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -398178.343750 Penalty: 864.828247
	Iteration 5F: 3 clusters Score -398178.3 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -398879.343750 Penalty: 864.828247
	Iteration 6F: 3 clusters Score -398879.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -399380.562500 Penalty: 864.828247
	Iteration 7Q: 3 clusters Score -399380.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -399744.000000 Penalty: 864.828247
	Iteration 8Q: 3 clusters Score -399744 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -399965.687500 Penalty: 864.828247
	Iteration 9Q: 3 clusters Score -399965.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -400115.781250 Penalty: 864.828247
	Iteration 10Q: 3 clusters Score -400115.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 12510 members 
Entering Unmasked Estep 
Score: -400271.843750 Penalty: 864.828247
	Iteration 11Q: 3 clusters Score -400271.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -400408.593750 Penalty: 864.828247
	Iteration 12Q: 3 clusters Score -400408.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -400524.781250 Penalty: 864.828247
	Iteration 13Q: 3 clusters Score -400524.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -400611.625000 Penalty: 864.828247
	Iteration 14Q: 3 clusters Score -400611.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -400670.156250 Penalty: 864.828247
	Iteration 15Q: 3 clusters Score -400670.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -400691.843750 Penalty: 864.828247
	Iteration 16Q: 3 clusters Score -400691.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -400714.875000 Penalty: 864.828247
	Iteration 17Q: 3 clusters Score -400714.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -400736.093750 Penalty: 864.828247
	Iteration 18Q: 3 clusters Score -400736.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -400748.562500 Penalty: 864.828247
	Iteration 19Q: 3 clusters Score -400748.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -400753.906250 Penalty: 864.828247
	Iteration 20F: 3 clusters Score -400753.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -400762.375000 Penalty: 864.828247
	Iteration 21Q: 3 clusters Score -400762.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -400773.250000 Penalty: 864.828247
	Iteration 22Q: 3 clusters Score -400773.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -400786.968750 Penalty: 864.828247
	Iteration 23Q: 3 clusters Score -400787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 13195 members 
Entering Unmasked Estep 
Score: -400795.250000 Penalty: 864.828247
	Iteration 24Q: 3 clusters Score -400795.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -400795.906250 Penalty: 864.828247
	Iteration 25Q: 3 clusters Score -400795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -400795.656250 Penalty: 864.828247
	Iteration 26Q: 3 clusters Score -400795.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -400795.968750 Penalty: 864.828247
	Iteration 27Q: 3 clusters Score -400796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -400795.968750 Penalty: 864.828247
	Iteration 28F: 3 clusters Score -400796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (56614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Entering Unmasked Estep 
Score: -1762701.500000 Penalty: 497.952545
	Iteration 0F: 2 clusters Score -1762702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -1724582.625000 Penalty: 995.905090
	Iteration 0F: 3 clusters Score -1724583 nChanged 27465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -1743805.875000 Penalty: 995.905090
	Iteration 1F: 3 clusters Score -1743806 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27975 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -1746329.750000 Penalty: 995.905090
	Iteration 2F: 3 clusters Score -1746330 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 28565 members 
Entering Unmasked Estep 
Score: -1749242.500000 Penalty: 995.905090
	Iteration 3F: 3 clusters Score -1749242 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -1751717.250000 Penalty: 995.905090
	Iteration 4F: 3 clusters Score -1751717 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 28437 members 
Entering Unmasked Estep 
Score: -1752890.500000 Penalty: 995.905090
	Iteration 5Q: 3 clusters Score -1752890 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28276 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -1753290.625000 Penalty: 995.905090
	Iteration 6Q: 3 clusters Score -1753291 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28442 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -1753457.750000 Penalty: 995.905090
	Iteration 7Q: 3 clusters Score -1753458 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -1753596.875000 Penalty: 995.905090
	Iteration 8Q: 3 clusters Score -1753597 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 27639 members 
Entering Unmasked Estep 
Score: -1753730.500000 Penalty: 995.905090
	Iteration 9Q: 3 clusters Score -1753730 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 27311 members 
Entering Unmasked Estep 
Score: -1753886.125000 Penalty: 995.905090
	Iteration 10Q: 3 clusters Score -1753886 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 26884 members 
Entering Unmasked Estep 
Score: -1754069.000000 Penalty: 995.905090
	Iteration 11Q: 3 clusters Score -1754069 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -1754326.875000 Penalty: 995.905090
	Iteration 12Q: 3 clusters Score -1754327 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -1754568.625000 Penalty: 995.905090
	Iteration 13Q: 3 clusters Score -1754569 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -1754832.125000 Penalty: 995.905090
	Iteration 14Q: 3 clusters Score -1754832 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -1755164.000000 Penalty: 995.905090
	Iteration 15Q: 3 clusters Score -1755164 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32493 members 
Mstep: Class 2 contains 24121 members 
Entering Unmasked Estep 
Score: -1755497.750000 Penalty: 995.905090
	Iteration 16Q: 3 clusters Score -1755498 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 23454 members 
Entering Unmasked Estep 
Score: -1755835.500000 Penalty: 995.905090
	Iteration 17Q: 3 clusters Score -1755836 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -1756166.375000 Penalty: 995.905090
	Iteration 18Q: 3 clusters Score -1756166 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 22055 members 
Entering Unmasked Estep 
Score: -1756493.625000 Penalty: 995.905090
	Iteration 19Q: 3 clusters Score -1756494 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -1756790.000000 Penalty: 995.905090
	Iteration 20F: 3 clusters Score -1756790 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -1757052.875000 Penalty: 995.905090
	Iteration 21Q: 3 clusters Score -1757053 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -1757283.500000 Penalty: 995.905090
	Iteration 22Q: 3 clusters Score -1757284 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37114 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -1757508.000000 Penalty: 995.905090
	Iteration 23Q: 3 clusters Score -1757508 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37712 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -1757697.000000 Penalty: 995.905090
	Iteration 24Q: 3 clusters Score -1757697 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -1757845.625000 Penalty: 995.905090
	Iteration 25Q: 3 clusters Score -1757846 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38766 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -1757956.625000 Penalty: 995.905090
	Iteration 26Q: 3 clusters Score -1757957 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39281 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -1758078.500000 Penalty: 995.905090
	Iteration 27Q: 3 clusters Score -1758078 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -1758161.375000 Penalty: 995.905090
	Iteration 28Q: 3 clusters Score -1758161 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1758241.250000 Penalty: 995.905090
	Iteration 29Q: 3 clusters Score -1758241 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -1758332.250000 Penalty: 995.905090
	Iteration 30Q: 3 clusters Score -1758332 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -1758421.250000 Penalty: 995.905090
	Iteration 31Q: 3 clusters Score -1758421 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -1758536.500000 Penalty: 995.905090
	Iteration 32Q: 3 clusters Score -1758536 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42183 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -1758659.250000 Penalty: 995.905090
	Iteration 33Q: 3 clusters Score -1758659 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42720 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -1758761.750000 Penalty: 995.905090
	Iteration 34Q: 3 clusters Score -1758762 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -1758879.125000 Penalty: 995.905090
	Iteration 35Q: 3 clusters Score -1758879 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1759000.125000 Penalty: 995.905090
	Iteration 36Q: 3 clusters Score -1759000 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44292 members 
Mstep: Class 2 contains 12322 members 
Entering Unmasked Estep 
Score: -1759123.000000 Penalty: 995.905090
	Iteration 37Q: 3 clusters Score -1759123 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1759249.625000 Penalty: 995.905090
	Iteration 38Q: 3 clusters Score -1759250 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45324 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1759372.625000 Penalty: 995.905090
	Iteration 39Q: 3 clusters Score -1759373 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1759512.875000 Penalty: 995.905090
	Iteration 40F: 3 clusters Score -1759513 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46317 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -1759632.250000 Penalty: 995.905090
	Iteration 41Q: 3 clusters Score -1759632 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1759764.375000 Penalty: 995.905090
	Iteration 42Q: 3 clusters Score -1759764 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47244 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -1759890.375000 Penalty: 995.905090
	Iteration 43Q: 3 clusters Score -1759890 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -1760002.250000 Penalty: 995.905090
	Iteration 44Q: 3 clusters Score -1760002 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -1760128.750000 Penalty: 995.905090
	Iteration 45Q: 3 clusters Score -1760129 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48521 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -1760256.875000 Penalty: 995.905090
	Iteration 46Q: 3 clusters Score -1760257 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48940 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1760377.875000 Penalty: 995.905090
	Iteration 47Q: 3 clusters Score -1760378 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49320 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1760483.250000 Penalty: 995.905090
	Iteration 48Q: 3 clusters Score -1760483 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49682 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1760574.625000 Penalty: 995.905090
	Iteration 49Q: 3 clusters Score -1760575 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50014 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1760656.000000 Penalty: 995.905090
	Iteration 50Q: 3 clusters Score -1760656 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50325 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1760714.250000 Penalty: 995.905090
	Iteration 51Q: 3 clusters Score -1760714 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50629 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1760793.750000 Penalty: 995.905090
	Iteration 52Q: 3 clusters Score -1760794 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50929 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1760866.625000 Penalty: 995.905090
	Iteration 53Q: 3 clusters Score -1760867 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1760945.125000 Penalty: 995.905090
	Iteration 54Q: 3 clusters Score -1760945 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51515 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1761000.125000 Penalty: 995.905090
	Iteration 55Q: 3 clusters Score -1761000 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1761067.000000 Penalty: 995.905090
	Iteration 56Q: 3 clusters Score -1761067 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1761128.250000 Penalty: 995.905090
	Iteration 57Q: 3 clusters Score -1761128 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1761177.250000 Penalty: 995.905090
	Iteration 58Q: 3 clusters Score -1761177 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52508 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1761231.375000 Penalty: 995.905090
	Iteration 59Q: 3 clusters Score -1761231 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52750 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1761287.625000 Penalty: 995.905090
	Iteration 60F: 3 clusters Score -1761288 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1761350.500000 Penalty: 995.905090
	Iteration 61Q: 3 clusters Score -1761350 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1761404.375000 Penalty: 995.905090
	Iteration 62Q: 3 clusters Score -1761404 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1761468.500000 Penalty: 995.905090
	Iteration 63Q: 3 clusters Score -1761468 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53646 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1761527.625000 Penalty: 995.905090
	Iteration 64Q: 3 clusters Score -1761528 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1761590.625000 Penalty: 995.905090
	Iteration 65Q: 3 clusters Score -1761591 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54072 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1761646.250000 Penalty: 995.905090
	Iteration 66Q: 3 clusters Score -1761646 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1761691.750000 Penalty: 995.905090
	Iteration 67Q: 3 clusters Score -1761692 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54438 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1761735.125000 Penalty: 995.905090
	Iteration 68Q: 3 clusters Score -1761735 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1761783.625000 Penalty: 995.905090
	Iteration 69Q: 3 clusters Score -1761784 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1761828.250000 Penalty: 995.905090
	Iteration 70Q: 3 clusters Score -1761828 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54880 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1761858.625000 Penalty: 995.905090
	Iteration 71Q: 3 clusters Score -1761859 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55001 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1761894.375000 Penalty: 995.905090
	Iteration 72Q: 3 clusters Score -1761894 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55102 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1761911.250000 Penalty: 995.905090
	Iteration 73Q: 3 clusters Score -1761911 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55195 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1761935.000000 Penalty: 995.905090
	Iteration 74Q: 3 clusters Score -1761935 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1761962.250000 Penalty: 995.905090
	Iteration 75Q: 3 clusters Score -1761962 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1761990.750000 Penalty: 995.905090
	Iteration 76Q: 3 clusters Score -1761991 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1762021.125000 Penalty: 995.905090
	Iteration 77Q: 3 clusters Score -1762021 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1762054.250000 Penalty: 995.905090
	Iteration 78Q: 3 clusters Score -1762054 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55684 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1762082.750000 Penalty: 995.905090
	Iteration 79Q: 3 clusters Score -1762083 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1762118.750000 Penalty: 995.905090
	Iteration 80F: 3 clusters Score -1762119 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1762142.625000 Penalty: 995.905090
	Iteration 81Q: 3 clusters Score -1762143 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55901 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -1762161.000000 Penalty: 995.905090
	Iteration 82Q: 3 clusters Score -1762161 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1762168.750000 Penalty: 995.905090
	Iteration 83Q: 3 clusters Score -1762169 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1762173.000000 Penalty: 995.905090
	Iteration 84Q: 3 clusters Score -1762173 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56015 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1762188.875000 Penalty: 995.905090
	Iteration 85Q: 3 clusters Score -1762189 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1762195.250000 Penalty: 995.905090
	Iteration 86Q: 3 clusters Score -1762195 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56078 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1762204.500000 Penalty: 995.905090
	Iteration 87Q: 3 clusters Score -1762204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56111 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1762218.000000 Penalty: 995.905090
	Iteration 88Q: 3 clusters Score -1762218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56148 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1762234.625000 Penalty: 995.905090
	Iteration 89Q: 3 clusters Score -1762235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56170 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1762252.500000 Penalty: 995.905090
	Iteration 90Q: 3 clusters Score -1762252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56196 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1762265.375000 Penalty: 995.905090
	Iteration 91Q: 3 clusters Score -1762265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56216 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1762278.375000 Penalty: 995.905090
	Iteration 92Q: 3 clusters Score -1762278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1762286.625000 Penalty: 995.905090
	Iteration 93Q: 3 clusters Score -1762287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56243 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1762293.625000 Penalty: 995.905090
	Iteration 94Q: 3 clusters Score -1762294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1762306.250000 Penalty: 995.905090
	Iteration 95Q: 3 clusters Score -1762306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56275 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1762312.875000 Penalty: 995.905090
	Iteration 96Q: 3 clusters Score -1762313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -1762321.750000 Penalty: 995.905090
	Iteration 97Q: 3 clusters Score -1762322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56298 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1762324.000000 Penalty: 995.905090
	Iteration 98Q: 3 clusters Score -1762324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1762334.750000 Penalty: 995.905090
	Iteration 99Q: 3 clusters Score -1762335 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1762345.375000 Penalty: 995.905090
	Iteration 100F: 3 clusters Score -1762345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1762348.250000 Penalty: 995.905090
	Iteration 101Q: 3 clusters Score -1762348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1762356.875000 Penalty: 995.905090
	Iteration 102Q: 3 clusters Score -1762357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56315 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1762360.000000 Penalty: 995.905090
	Iteration 103Q: 3 clusters Score -1762360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56312 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1762360.500000 Penalty: 995.905090
	Iteration 104Q: 3 clusters Score -1762360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1762362.375000 Penalty: 995.905090
	Iteration 105Q: 3 clusters Score -1762362 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1762363.375000 Penalty: 995.905090
	Iteration 106Q: 3 clusters Score -1762363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1762370.750000 Penalty: 995.905090
	Iteration 107Q: 3 clusters Score -1762371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56303 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1762374.750000 Penalty: 995.905090
	Iteration 108Q: 3 clusters Score -1762375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1762379.500000 Penalty: 995.905090
	Iteration 109Q: 3 clusters Score -1762380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1762381.750000 Penalty: 995.905090
	Iteration 110Q: 3 clusters Score -1762382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1762382.375000 Penalty: 995.905090
	Iteration 111Q: 3 clusters Score -1762382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1762387.500000 Penalty: 995.905090
	Iteration 112Q: 3 clusters Score -1762388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1762387.750000 Penalty: 995.905090
	Iteration 113Q: 3 clusters Score -1762388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1762390.750000 Penalty: 995.905090
	Iteration 114Q: 3 clusters Score -1762391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56308 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1762390.625000 Penalty: 995.905090
	Iteration 115Q: 3 clusters Score -1762391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1762391.250000 Penalty: 995.905090
	Iteration 116Q: 3 clusters Score -1762391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56306 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1762391.250000 Penalty: 995.905090
	Iteration 117F: 3 clusters Score -1762391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (119256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119256 members 
Entering Unmasked Estep 
Score: -3929291.500000 Penalty: 531.850769
	Iteration 0F: 2 clusters Score -3929292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -3848566.000000 Penalty: 1063.701538
	Iteration 0F: 3 clusters Score -3848566 nChanged 58302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 55637 members 
Entering Unmasked Estep 
Score: -3884777.000000 Penalty: 1063.701538
	Iteration 1F: 3 clusters Score -3884777 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65052 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -3886866.250000 Penalty: 1063.701538
	Iteration 2Q: 3 clusters Score -3886866 nChanged 5543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67349 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -3889574.500000 Penalty: 1063.701538
	Iteration 3Q: 3 clusters Score -3889574 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70887 members 
Mstep: Class 2 contains 48369 members 
Entering Unmasked Estep 
Score: -3892904.750000 Penalty: 1063.701538
	Iteration 4Q: 3 clusters Score -3892905 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75787 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -3896643.000000 Penalty: 1063.701538
	Iteration 5F: 3 clusters Score -3896643 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81887 members 
Mstep: Class 2 contains 37369 members 
Entering Unmasked Estep 
Score: -3900987.250000 Penalty: 1063.701538
	Iteration 6F: 3 clusters Score -3900987 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89040 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -3906149.000000 Penalty: 1063.701538
	Iteration 7F: 3 clusters Score -3906149 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96667 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -3911975.000000 Penalty: 1063.701538
	Iteration 8F: 3 clusters Score -3911975 nChanged 7113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103770 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3917714.750000 Penalty: 1063.701538
	Iteration 9F: 3 clusters Score -3917715 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109493 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -3922298.250000 Penalty: 1063.701538
	Iteration 10Q: 3 clusters Score -3922298 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113423 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -3925270.000000 Penalty: 1063.701538
	Iteration 11Q: 3 clusters Score -3925270 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115826 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -3926952.750000 Penalty: 1063.701538
	Iteration 12Q: 3 clusters Score -3926953 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117191 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3927802.500000 Penalty: 1063.701538
	Iteration 13Q: 3 clusters Score -3927802 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117945 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -3928250.500000 Penalty: 1063.701538
	Iteration 14Q: 3 clusters Score -3928250 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118356 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -3928469.750000 Penalty: 1063.701538
	Iteration 15Q: 3 clusters Score -3928470 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118592 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3928583.750000 Penalty: 1063.701538
	Iteration 16Q: 3 clusters Score -3928584 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118748 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -3928667.750000 Penalty: 1063.701538
	Iteration 17Q: 3 clusters Score -3928668 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118840 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3928718.250000 Penalty: 1063.701538
	Iteration 18Q: 3 clusters Score -3928718 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118902 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3928754.000000 Penalty: 1063.701538
	Iteration 19Q: 3 clusters Score -3928754 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118936 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -3928773.500000 Penalty: 1063.701538
	Iteration 20F: 3 clusters Score -3928774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118960 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3928779.250000 Penalty: 1063.701538
	Iteration 21Q: 3 clusters Score -3928779 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118982 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3928797.750000 Penalty: 1063.701538
	Iteration 22Q: 3 clusters Score -3928798 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118996 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -3928811.500000 Penalty: 1063.701538
	Iteration 23Q: 3 clusters Score -3928812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119005 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3928821.250000 Penalty: 1063.701538
	Iteration 24Q: 3 clusters Score -3928821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119008 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3928830.250000 Penalty: 1063.701538
	Iteration 25Q: 3 clusters Score -3928830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119012 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3928841.000000 Penalty: 1063.701538
	Iteration 26Q: 3 clusters Score -3928841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119011 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3928847.500000 Penalty: 1063.701538
	Iteration 27Q: 3 clusters Score -3928848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119009 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -3928851.500000 Penalty: 1063.701538
	Iteration 28Q: 3 clusters Score -3928852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119007 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3928853.250000 Penalty: 1063.701538
	Iteration 29Q: 3 clusters Score -3928853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119008 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3928855.250000 Penalty: 1063.701538
	Iteration 30Q: 3 clusters Score -3928855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119011 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3928856.250000 Penalty: 1063.701538
	Iteration 31Q: 3 clusters Score -3928856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119011 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3928856.250000 Penalty: 1063.701538
	Iteration 32F: 3 clusters Score -3928856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (5752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Entering Unmasked Estep 
Score: -174542.562500 Penalty: 393.907288
	Iteration 0F: 2 clusters Score -174542.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -170768.453125 Penalty: 787.814575
	Iteration 0F: 3 clusters Score -170768.5 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -172480.468750 Penalty: 787.814575
	Iteration 1F: 3 clusters Score -172480.5 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -172990.312500 Penalty: 787.814575
	Iteration 2F: 3 clusters Score -172990.3 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -173492.296875 Penalty: 787.814575
	Iteration 3F: 3 clusters Score -173492.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -173842.734375 Penalty: 787.814575
	Iteration 4F: 3 clusters Score -173842.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -174067.281250 Penalty: 787.814575
	Iteration 5F: 3 clusters Score -174067.3 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -174223.031250 Penalty: 787.814575
	Iteration 6Q: 3 clusters Score -174223 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -174335.546875 Penalty: 787.814575
	Iteration 7Q: 3 clusters Score -174335.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -174400.859375 Penalty: 787.814575
	Iteration 8Q: 3 clusters Score -174400.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -174438.296875 Penalty: 787.814575
	Iteration 9Q: 3 clusters Score -174438.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -174463.000000 Penalty: 787.814575
	Iteration 10Q: 3 clusters Score -174463 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -174476.250000 Penalty: 787.814575
	Iteration 11Q: 3 clusters Score -174476.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -174486.843750 Penalty: 787.814575
	Iteration 12Q: 3 clusters Score -174486.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -174496.250000 Penalty: 787.814575
	Iteration 13Q: 3 clusters Score -174496.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -174504.234375 Penalty: 787.814575
	Iteration 14Q: 3 clusters Score -174504.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -174510.921875 Penalty: 787.814575
	Iteration 15Q: 3 clusters Score -174510.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -174518.734375 Penalty: 787.814575
	Iteration 16Q: 3 clusters Score -174518.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -174521.687500 Penalty: 787.814575
	Iteration 17Q: 3 clusters Score -174521.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -174526.203125 Penalty: 787.814575
	Iteration 18Q: 3 clusters Score -174526.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -174528.343750 Penalty: 787.814575
	Iteration 19Q: 3 clusters Score -174528.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -174529.593750 Penalty: 787.814575
	Iteration 20F: 3 clusters Score -174529.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -174531.484375 Penalty: 787.814575
	Iteration 21Q: 3 clusters Score -174531.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -174532.484375 Penalty: 787.814575
	Iteration 22Q: 3 clusters Score -174532.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -174533.312500 Penalty: 787.814575
	Iteration 23Q: 3 clusters Score -174533.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -174534.062500 Penalty: 787.814575
	Iteration 24Q: 3 clusters Score -174534.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -174534.015625 Penalty: 787.814575
	Iteration 25Q: 3 clusters Score -174534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -174534.046875 Penalty: 787.814575
	Iteration 26Q: 3 clusters Score -174534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -174535.171875 Penalty: 787.814575
	Iteration 27Q: 3 clusters Score -174535.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -174536.140625 Penalty: 787.814575
	Iteration 28Q: 3 clusters Score -174536.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -174536.859375 Penalty: 787.814575
	Iteration 29Q: 3 clusters Score -174536.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -174538.453125 Penalty: 787.814575
	Iteration 30Q: 3 clusters Score -174538.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -174539.953125 Penalty: 787.814575
	Iteration 31Q: 3 clusters Score -174540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -174540.515625 Penalty: 787.814575
	Iteration 32Q: 3 clusters Score -174540.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -174540.890625 Penalty: 787.814575
	Iteration 33Q: 3 clusters Score -174540.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -174541.187500 Penalty: 787.814575
	Iteration 34Q: 3 clusters Score -174541.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -174541.375000 Penalty: 787.814575
	Iteration 35Q: 3 clusters Score -174541.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -174541.453125 Penalty: 787.814575
	Iteration 36Q: 3 clusters Score -174541.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -174541.843750 Penalty: 787.814575
	Iteration 37Q: 3 clusters Score -174541.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -174541.625000 Penalty: 787.814575
	Iteration 38Q: 3 clusters Score -174541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -174541.593750 Penalty: 787.814575
	Iteration 39Q: 3 clusters Score -174541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -174542.187500 Penalty: 787.814575
	Iteration 40F: 3 clusters Score -174542.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -174541.921875 Penalty: 787.814575
	Iteration 41Q: 3 clusters Score -174541.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -174541.968750 Penalty: 787.814575
	Iteration 42Q: 3 clusters Score -174542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -174542.078125 Penalty: 787.814575
	Iteration 43Q: 3 clusters Score -174542.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -174542.718750 Penalty: 787.814575
	Iteration 44Q: 3 clusters Score -174542.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -174542.812500 Penalty: 787.814575
	Iteration 45Q: 3 clusters Score -174542.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -174543.125000 Penalty: 787.814575
	Iteration 46Q: 3 clusters Score -174543.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -174543.125000 Penalty: 787.814575
	Iteration 47F: 3 clusters Score -174543.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152828 members 
Mstep: Class 2 contains 13408 members 
Mstep: Class 3 contains 56614 members 
Mstep: Class 4 contains 119256 members 
Mstep: Class 5 contains 4654 members 
Mstep: Class 6 contains 6061 members 
Mstep: Class 7 contains 21129 members 
Mstep: Class 8 contains 61373 members 
Mstep: Class 9 contains 18062 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 8034 members 
Mstep: Class 13 contains 33870 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 5774 members 
Mstep: Class 16 contains 955 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 20 contains 4287 members 
Mstep: Class 21 contains 10975 members 
Entering Unmasked Estep 
Score: -15724531.000000 Penalty: 11982.464844
Splitting cluster 5 changes total score from -15724288.000000 to -15724531.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 6 (6061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Entering Unmasked Estep 
Score: -181115.734375 Penalty: 396.288177
	Iteration 0F: 2 clusters Score -181115.7 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 3026 members 
Entering Unmasked Estep 
Score: -177013.734375 Penalty: 792.576355
	Iteration 0F: 3 clusters Score -177013.7 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -178711.250000 Penalty: 792.576355
	Iteration 1F: 3 clusters Score -178711.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -178986.828125 Penalty: 792.576355
	Iteration 2F: 3 clusters Score -178986.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -179257.671875 Penalty: 792.576355
	Iteration 3F: 3 clusters Score -179257.7 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -179527.625000 Penalty: 792.576355
	Iteration 4F: 3 clusters Score -179527.6 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -179783.312500 Penalty: 792.576355
	Iteration 5F: 3 clusters Score -179783.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -180006.656250 Penalty: 792.576355
	Iteration 6Q: 3 clusters Score -180006.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -180183.796875 Penalty: 792.576355
	Iteration 7Q: 3 clusters Score -180183.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -180299.546875 Penalty: 792.576355
	Iteration 8Q: 3 clusters Score -180299.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -180386.875000 Penalty: 792.576355
	Iteration 9Q: 3 clusters Score -180386.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -180441.203125 Penalty: 792.576355
	Iteration 10Q: 3 clusters Score -180441.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -180482.281250 Penalty: 792.576355
	Iteration 11Q: 3 clusters Score -180482.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -180530.859375 Penalty: 792.576355
	Iteration 12Q: 3 clusters Score -180530.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -180589.468750 Penalty: 792.576355
	Iteration 13Q: 3 clusters Score -180589.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -180640.031250 Penalty: 792.576355
	Iteration 14Q: 3 clusters Score -180640 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -180692.296875 Penalty: 792.576355
	Iteration 15Q: 3 clusters Score -180692.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -180716.640625 Penalty: 792.576355
	Iteration 16Q: 3 clusters Score -180716.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -180732.234375 Penalty: 792.576355
	Iteration 17Q: 3 clusters Score -180732.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -180740.953125 Penalty: 792.576355
	Iteration 18Q: 3 clusters Score -180741 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -180747.171875 Penalty: 792.576355
	Iteration 19Q: 3 clusters Score -180747.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -180754.437500 Penalty: 792.576355
	Iteration 20F: 3 clusters Score -180754.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -180764.015625 Penalty: 792.576355
	Iteration 21Q: 3 clusters Score -180764 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -180770.421875 Penalty: 792.576355
	Iteration 22Q: 3 clusters Score -180770.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -180774.968750 Penalty: 792.576355
	Iteration 23Q: 3 clusters Score -180775 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -180780.265625 Penalty: 792.576355
	Iteration 24Q: 3 clusters Score -180780.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -180783.578125 Penalty: 792.576355
	Iteration 25Q: 3 clusters Score -180783.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -180785.156250 Penalty: 792.576355
	Iteration 26Q: 3 clusters Score -180785.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -180787.046875 Penalty: 792.576355
	Iteration 27Q: 3 clusters Score -180787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -180787.968750 Penalty: 792.576355
	Iteration 28Q: 3 clusters Score -180788 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -180791.078125 Penalty: 792.576355
	Iteration 29Q: 3 clusters Score -180791.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -180792.859375 Penalty: 792.576355
	Iteration 30Q: 3 clusters Score -180792.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -180795.578125 Penalty: 792.576355
	Iteration 31Q: 3 clusters Score -180795.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -180798.937500 Penalty: 792.576355
	Iteration 32Q: 3 clusters Score -180798.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -180801.718750 Penalty: 792.576355
	Iteration 33Q: 3 clusters Score -180801.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -180802.968750 Penalty: 792.576355
	Iteration 34Q: 3 clusters Score -180803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -180804.093750 Penalty: 792.576355
	Iteration 35Q: 3 clusters Score -180804.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -180804.578125 Penalty: 792.576355
	Iteration 36Q: 3 clusters Score -180804.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -180804.921875 Penalty: 792.576355
	Iteration 37Q: 3 clusters Score -180804.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -180805.296875 Penalty: 792.576355
	Iteration 38Q: 3 clusters Score -180805.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -180805.718750 Penalty: 792.576355
	Iteration 39Q: 3 clusters Score -180805.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -180805.859375 Penalty: 792.576355
	Iteration 40F: 3 clusters Score -180805.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -180806.546875 Penalty: 792.576355
	Iteration 41Q: 3 clusters Score -180806.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -180807.343750 Penalty: 792.576355
	Iteration 42Q: 3 clusters Score -180807.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -180807.484375 Penalty: 792.576355
	Iteration 43Q: 3 clusters Score -180807.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -180807.765625 Penalty: 792.576355
	Iteration 44Q: 3 clusters Score -180807.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -180808.343750 Penalty: 792.576355
	Iteration 45Q: 3 clusters Score -180808.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -180809.515625 Penalty: 792.576355
	Iteration 46Q: 3 clusters Score -180809.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -180810.203125 Penalty: 792.576355
	Iteration 47Q: 3 clusters Score -180810.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -180810.234375 Penalty: 792.576355
	Iteration 48Q: 3 clusters Score -180810.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -180810.578125 Penalty: 792.576355
	Iteration 49Q: 3 clusters Score -180810.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -180810.656250 Penalty: 792.576355
	Iteration 50Q: 3 clusters Score -180810.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -180810.687500 Penalty: 792.576355
	Iteration 51Q: 3 clusters Score -180810.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -180810.687500 Penalty: 792.576355
	Iteration 52F: 3 clusters Score -180810.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Entering Unmasked Estep 
Score: -685073.000000 Penalty: 453.107269
	Iteration 0F: 2 clusters Score -685073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -670951.125000 Penalty: 906.214539
	Iteration 0F: 3 clusters Score -670951.1 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -677037.375000 Penalty: 906.214539
	Iteration 1F: 3 clusters Score -677037.4 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13298 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -677782.812500 Penalty: 906.214539
	Iteration 2F: 3 clusters Score -677782.8 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14616 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -678820.812500 Penalty: 906.214539
	Iteration 3F: 3 clusters Score -678820.8 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -680085.125000 Penalty: 906.214539
	Iteration 4F: 3 clusters Score -680085.1 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -681505.937500 Penalty: 906.214539
	Iteration 5F: 3 clusters Score -681505.9 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -682876.000000 Penalty: 906.214539
	Iteration 6F: 3 clusters Score -682876 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -683898.437500 Penalty: 906.214539
	Iteration 7F: 3 clusters Score -683898.4 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -684375.750000 Penalty: 906.214539
	Iteration 8Q: 3 clusters Score -684375.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -684551.187500 Penalty: 906.214539
	Iteration 9Q: 3 clusters Score -684551.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -684613.437500 Penalty: 906.214539
	Iteration 10Q: 3 clusters Score -684613.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -684645.812500 Penalty: 906.214539
	Iteration 11Q: 3 clusters Score -684645.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -684661.187500 Penalty: 906.214539
	Iteration 12Q: 3 clusters Score -684661.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21038 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -684668.625000 Penalty: 906.214539
	Iteration 13Q: 3 clusters Score -684668.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -684675.187500 Penalty: 906.214539
	Iteration 14Q: 3 clusters Score -684675.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -684683.062500 Penalty: 906.214539
	Iteration 15Q: 3 clusters Score -684683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -684687.812500 Penalty: 906.214539
	Iteration 16Q: 3 clusters Score -684687.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -684691.562500 Penalty: 906.214539
	Iteration 17Q: 3 clusters Score -684691.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21059 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -684691.750000 Penalty: 906.214539
	Iteration 18Q: 3 clusters Score -684691.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -684691.750000 Penalty: 906.214539
	Iteration 19Q: 3 clusters Score -684691.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -684693.375000 Penalty: 906.214539
	Iteration 20F: 3 clusters Score -684693.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -684694.062500 Penalty: 906.214539
	Iteration 21Q: 3 clusters Score -684694.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -684696.250000 Penalty: 906.214539
	Iteration 22Q: 3 clusters Score -684696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -684698.187500 Penalty: 906.214539
	Iteration 23Q: 3 clusters Score -684698.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21056 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -684698.187500 Penalty: 906.214539
	Iteration 24F: 3 clusters Score -684698.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (61373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61373 members 
Entering Unmasked Estep 
Score: -1920632.000000 Penalty: 501.625000
	Iteration 0F: 2 clusters Score -1920632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -1879277.750000 Penalty: 1003.250000
	Iteration 0F: 3 clusters Score -1879278 nChanged 29813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -1897893.625000 Penalty: 1003.250000
	Iteration 1F: 3 clusters Score -1897894 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -1899235.125000 Penalty: 1003.250000
	Iteration 2F: 3 clusters Score -1899235 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -1900746.750000 Penalty: 1003.250000
	Iteration 3F: 3 clusters Score -1900747 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -1902580.250000 Penalty: 1003.250000
	Iteration 4F: 3 clusters Score -1902580 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38615 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -1904784.875000 Penalty: 1003.250000
	Iteration 5F: 3 clusters Score -1904785 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -1907350.250000 Penalty: 1003.250000
	Iteration 6F: 3 clusters Score -1907350 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 18791 members 
Entering Unmasked Estep 
Score: -1909579.375000 Penalty: 1003.250000
	Iteration 7F: 3 clusters Score -1909579 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -1911052.000000 Penalty: 1003.250000
	Iteration 8Q: 3 clusters Score -1911052 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -1912033.000000 Penalty: 1003.250000
	Iteration 9Q: 3 clusters Score -1912033 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47162 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -1912868.375000 Penalty: 1003.250000
	Iteration 10Q: 3 clusters Score -1912868 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48647 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -1913680.750000 Penalty: 1003.250000
	Iteration 11Q: 3 clusters Score -1913681 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50045 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -1914483.000000 Penalty: 1003.250000
	Iteration 12Q: 3 clusters Score -1914483 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51371 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1915307.625000 Penalty: 1003.250000
	Iteration 13Q: 3 clusters Score -1915308 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52562 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -1916088.125000 Penalty: 1003.250000
	Iteration 14Q: 3 clusters Score -1916088 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1916725.000000 Penalty: 1003.250000
	Iteration 15Q: 3 clusters Score -1916725 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1917258.625000 Penalty: 1003.250000
	Iteration 16Q: 3 clusters Score -1917259 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1917703.500000 Penalty: 1003.250000
	Iteration 17Q: 3 clusters Score -1917704 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56112 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1918049.750000 Penalty: 1003.250000
	Iteration 18Q: 3 clusters Score -1918050 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1918352.875000 Penalty: 1003.250000
	Iteration 19Q: 3 clusters Score -1918353 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57387 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1918614.500000 Penalty: 1003.250000
	Iteration 20F: 3 clusters Score -1918614 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57953 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1918853.500000 Penalty: 1003.250000
	Iteration 21Q: 3 clusters Score -1918854 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58448 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1919060.750000 Penalty: 1003.250000
	Iteration 22Q: 3 clusters Score -1919061 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58912 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1919247.375000 Penalty: 1003.250000
	Iteration 23Q: 3 clusters Score -1919247 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1919415.500000 Penalty: 1003.250000
	Iteration 24Q: 3 clusters Score -1919416 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1919560.000000 Penalty: 1003.250000
	Iteration 25Q: 3 clusters Score -1919560 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1919675.750000 Penalty: 1003.250000
	Iteration 26Q: 3 clusters Score -1919676 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1919790.750000 Penalty: 1003.250000
	Iteration 27Q: 3 clusters Score -1919791 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60388 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1919887.750000 Penalty: 1003.250000
	Iteration 28Q: 3 clusters Score -1919888 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60564 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1919964.125000 Penalty: 1003.250000
	Iteration 29Q: 3 clusters Score -1919964 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60690 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -1920016.250000 Penalty: 1003.250000
	Iteration 30Q: 3 clusters Score -1920016 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60786 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1920054.875000 Penalty: 1003.250000
	Iteration 31Q: 3 clusters Score -1920055 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60865 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1920097.125000 Penalty: 1003.250000
	Iteration 32Q: 3 clusters Score -1920097 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1920138.250000 Penalty: 1003.250000
	Iteration 33Q: 3 clusters Score -1920138 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60965 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1920160.000000 Penalty: 1003.250000
	Iteration 34Q: 3 clusters Score -1920160 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60996 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1920174.500000 Penalty: 1003.250000
	Iteration 35Q: 3 clusters Score -1920174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61019 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1920188.750000 Penalty: 1003.250000
	Iteration 36Q: 3 clusters Score -1920189 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -1920203.125000 Penalty: 1003.250000
	Iteration 37Q: 3 clusters Score -1920203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61058 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1920206.500000 Penalty: 1003.250000
	Iteration 38Q: 3 clusters Score -1920206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -1920214.000000 Penalty: 1003.250000
	Iteration 39Q: 3 clusters Score -1920214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61081 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -1920224.000000 Penalty: 1003.250000
	Iteration 40F: 3 clusters Score -1920224 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61093 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1920229.250000 Penalty: 1003.250000
	Iteration 41Q: 3 clusters Score -1920229 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61098 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1920234.125000 Penalty: 1003.250000
	Iteration 42Q: 3 clusters Score -1920234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61104 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1920233.500000 Penalty: 1003.250000
	Iteration 43Q: 3 clusters Score -1920234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61113 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -1920235.250000 Penalty: 1003.250000
	Iteration 44Q: 3 clusters Score -1920235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -1920236.250000 Penalty: 1003.250000
	Iteration 45Q: 3 clusters Score -1920236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -1920238.625000 Penalty: 1003.250000
	Iteration 46Q: 3 clusters Score -1920239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61124 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1920238.125000 Penalty: 1003.250000
	Iteration 47Q: 3 clusters Score -1920238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61127 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1920237.250000 Penalty: 1003.250000
	Iteration 48Q: 3 clusters Score -1920237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61129 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1920236.750000 Penalty: 1003.250000
	Iteration 49Q: 3 clusters Score -1920237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1920237.750000 Penalty: 1003.250000
	Iteration 50Q: 3 clusters Score -1920238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61132 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -1920237.750000 Penalty: 1003.250000
	Iteration 51F: 3 clusters Score -1920238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Entering Unmasked Estep 
Score: -575214.687500 Penalty: 445.971222
	Iteration 0F: 2 clusters Score -575214.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -563027.312500 Penalty: 891.942444
	Iteration 0F: 3 clusters Score -563027.3 nChanged 8588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -568370.250000 Penalty: 891.942444
	Iteration 1F: 3 clusters Score -568370.2 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -568888.562500 Penalty: 891.942444
	Iteration 2F: 3 clusters Score -568888.6 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -569560.312500 Penalty: 891.942444
	Iteration 3F: 3 clusters Score -569560.3 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -570338.937500 Penalty: 891.942444
	Iteration 4F: 3 clusters Score -570338.9 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -571229.500000 Penalty: 891.942444
	Iteration 5F: 3 clusters Score -571229.5 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -572067.812500 Penalty: 891.942444
	Iteration 6F: 3 clusters Score -572067.8 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -572649.250000 Penalty: 891.942444
	Iteration 7Q: 3 clusters Score -572649.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -573024.937500 Penalty: 891.942444
	Iteration 8Q: 3 clusters Score -573024.9 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -573287.937500 Penalty: 891.942444
	Iteration 9Q: 3 clusters Score -573287.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -573505.125000 Penalty: 891.942444
	Iteration 10Q: 3 clusters Score -573505.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -573715.687500 Penalty: 891.942444
	Iteration 11Q: 3 clusters Score -573715.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -573906.937500 Penalty: 891.942444
	Iteration 12Q: 3 clusters Score -573906.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -574092.500000 Penalty: 891.942444
	Iteration 13Q: 3 clusters Score -574092.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -574266.062500 Penalty: 891.942444
	Iteration 14Q: 3 clusters Score -574266.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -574398.625000 Penalty: 891.942444
	Iteration 15Q: 3 clusters Score -574398.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -574507.875000 Penalty: 891.942444
	Iteration 16Q: 3 clusters Score -574507.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -574608.875000 Penalty: 891.942444
	Iteration 17Q: 3 clusters Score -574608.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -574698.437500 Penalty: 891.942444
	Iteration 18Q: 3 clusters Score -574698.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -574746.500000 Penalty: 891.942444
	Iteration 19Q: 3 clusters Score -574746.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -574783.812500 Penalty: 891.942444
	Iteration 20F: 3 clusters Score -574783.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -574817.750000 Penalty: 891.942444
	Iteration 21Q: 3 clusters Score -574817.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -574838.500000 Penalty: 891.942444
	Iteration 22Q: 3 clusters Score -574838.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -574845.937500 Penalty: 891.942444
	Iteration 23Q: 3 clusters Score -574845.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -574851.187500 Penalty: 891.942444
	Iteration 24Q: 3 clusters Score -574851.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -574853.750000 Penalty: 891.942444
	Iteration 25Q: 3 clusters Score -574853.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -574857.187500 Penalty: 891.942444
	Iteration 26Q: 3 clusters Score -574857.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -574856.500000 Penalty: 891.942444
	Iteration 27Q: 3 clusters Score -574856.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -574856.500000 Penalty: 891.942444
	Iteration 28F: 3 clusters Score -574856.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Entering Unmasked Estep 
Score: -11187.161133 Penalty: 283.486908
	Iteration 0F: 2 clusters Score -11187.16 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -10720.128906 Penalty: 566.973816
	Iteration 0F: 3 clusters Score -10720.13 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -10941.419922 Penalty: 566.973816
	Iteration 1F: 3 clusters Score -10941.42 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -11010.312500 Penalty: 566.973816
	Iteration 2F: 3 clusters Score -11010.31 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11036.970703 Penalty: 566.973816
	Iteration 3F: 3 clusters Score -11036.97 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11068.538086 Penalty: 566.973816
	Iteration 4Q: 3 clusters Score -11068.54 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -11121.275391 Penalty: 566.973816
	Iteration 5F: 3 clusters Score -11121.28 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -11155.063477 Penalty: 566.973816
	Iteration 6Q: 3 clusters Score -11155.06 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11181.079102 Penalty: 566.973816
	Iteration 7Q: 3 clusters Score -11181.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11190.643555 Penalty: 566.973816
	Iteration 8Q: 3 clusters Score -11190.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -11195.325195 Penalty: 566.973816
	Iteration 9Q: 3 clusters Score -11195.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -11198.764648 Penalty: 566.973816
	Iteration 10Q: 3 clusters Score -11198.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11205.080078 Penalty: 566.973816
	Iteration 11Q: 3 clusters Score -11205.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11206.032227 Penalty: 566.973816
	Iteration 12Q: 3 clusters Score -11206.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11206.242188 Penalty: 566.973816
	Iteration 13Q: 3 clusters Score -11206.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -11207.424805 Penalty: 566.973816
	Iteration 14Q: 3 clusters Score -11207.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11207.704102 Penalty: 566.973816
	Iteration 15Q: 3 clusters Score -11207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -11207.704102 Penalty: 566.973816
	Iteration 16F: 3 clusters Score -11207.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152828 members 
Mstep: Class 2 contains 13408 members 
Mstep: Class 3 contains 56614 members 
Mstep: Class 4 contains 119256 members 
Mstep: Class 5 contains 4654 members 
Mstep: Class 6 contains 6061 members 
Mstep: Class 7 contains 21129 members 
Mstep: Class 8 contains 61373 members 
Mstep: Class 9 contains 18062 members 
Mstep: Class 10 contains 288 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 8034 members 
Mstep: Class 13 contains 33870 members 
Mstep: Class 14 contains 1394 members 
Mstep: Class 15 contains 5774 members 
Mstep: Class 16 contains 955 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 18 contains 1098 members 
Mstep: Class 19 contains 220 members 
Mstep: Class 20 contains 4287 members 
Mstep: Class 21 contains 10975 members 
Entering Unmasked Estep 
Score: -15724247.000000 Penalty: 12581.587891
Splitting cluster 10 changes total score from -15724288.000000 to -15724247.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -72675.375000 Penalty: 353.352692
	Iteration 0F: 2 clusters Score -72675.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -70982.843750 Penalty: 706.705383
	Iteration 0F: 3 clusters Score -70982.84 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -71591.328125 Penalty: 706.705383
	Iteration 1F: 3 clusters Score -71591.33 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -71682.312500 Penalty: 706.705383
	Iteration 2F: 3 clusters Score -71682.31 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -71764.421875 Penalty: 706.705383
	Iteration 3F: 3 clusters Score -71764.42 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -71842.671875 Penalty: 706.705383
	Iteration 4F: 3 clusters Score -71842.67 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -71887.109375 Penalty: 706.705383
	Iteration 5Q: 3 clusters Score -71887.11 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -71930.117188 Penalty: 706.705383
	Iteration 6Q: 3 clusters Score -71930.12 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -71985.515625 Penalty: 706.705383
	Iteration 7Q: 3 clusters Score -71985.52 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -72025.046875 Penalty: 706.705383
	Iteration 8Q: 3 clusters Score -72025.05 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -72058.734375 Penalty: 706.705383
	Iteration 9Q: 3 clusters Score -72058.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -72083.078125 Penalty: 706.705383
	Iteration 10Q: 3 clusters Score -72083.08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -72098.750000 Penalty: 706.705383
	Iteration 11Q: 3 clusters Score -72098.75 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -72108.093750 Penalty: 706.705383
	Iteration 12Q: 3 clusters Score -72108.09 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -72121.046875 Penalty: 706.705383
	Iteration 13Q: 3 clusters Score -72121.05 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -72135.531250 Penalty: 706.705383
	Iteration 14Q: 3 clusters Score -72135.53 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -72146.765625 Penalty: 706.705383
	Iteration 15Q: 3 clusters Score -72146.77 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -72153.898438 Penalty: 706.705383
	Iteration 16Q: 3 clusters Score -72153.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -72161.281250 Penalty: 706.705383
	Iteration 17Q: 3 clusters Score -72161.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -72165.242188 Penalty: 706.705383
	Iteration 18Q: 3 clusters Score -72165.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -72167.664062 Penalty: 706.705383
	Iteration 19Q: 3 clusters Score -72167.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -72168.867188 Penalty: 706.705383
	Iteration 20F: 3 clusters Score -72168.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -72170.468750 Penalty: 706.705383
	Iteration 21Q: 3 clusters Score -72170.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -72171.882812 Penalty: 706.705383
	Iteration 22Q: 3 clusters Score -72171.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -72173.453125 Penalty: 706.705383
	Iteration 23Q: 3 clusters Score -72173.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -72176.007812 Penalty: 706.705383
	Iteration 24Q: 3 clusters Score -72176.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -72178.164062 Penalty: 706.705383
	Iteration 25Q: 3 clusters Score -72178.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -72180.203125 Penalty: 706.705383
	Iteration 26Q: 3 clusters Score -72180.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -72183.359375 Penalty: 706.705383
	Iteration 27Q: 3 clusters Score -72183.36 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -72188.101562 Penalty: 706.705383
	Iteration 28Q: 3 clusters Score -72188.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -72190.226562 Penalty: 706.705383
	Iteration 29Q: 3 clusters Score -72190.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -72192.484375 Penalty: 706.705383
	Iteration 30Q: 3 clusters Score -72192.48 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -72197.421875 Penalty: 706.705383
	Iteration 31Q: 3 clusters Score -72197.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -72202.859375 Penalty: 706.705383
	Iteration 32Q: 3 clusters Score -72202.86 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -72211.851562 Penalty: 706.705383
	Iteration 33Q: 3 clusters Score -72211.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -72215.398438 Penalty: 706.705383
	Iteration 34Q: 3 clusters Score -72215.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -72223.406250 Penalty: 706.705383
	Iteration 35Q: 3 clusters Score -72223.41 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -72237.335938 Penalty: 706.705383
	Iteration 36Q: 3 clusters Score -72237.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -72251.882812 Penalty: 706.705383
	Iteration 37Q: 3 clusters Score -72251.88 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -72269.125000 Penalty: 706.705383
	Iteration 38Q: 3 clusters Score -72269.12 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -72280.460938 Penalty: 706.705383
	Iteration 39Q: 3 clusters Score -72280.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -72291.062500 Penalty: 706.705383
	Iteration 40F: 3 clusters Score -72291.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -72299.164062 Penalty: 706.705383
	Iteration 41Q: 3 clusters Score -72299.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -72303.453125 Penalty: 706.705383
	Iteration 42Q: 3 clusters Score -72303.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -72309.671875 Penalty: 706.705383
	Iteration 43Q: 3 clusters Score -72309.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -72315.898438 Penalty: 706.705383
	Iteration 44Q: 3 clusters Score -72315.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -72318.531250 Penalty: 706.705383
	Iteration 45Q: 3 clusters Score -72318.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -72320.593750 Penalty: 706.705383
	Iteration 46Q: 3 clusters Score -72320.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -72321.695312 Penalty: 706.705383
	Iteration 47Q: 3 clusters Score -72321.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -72322.093750 Penalty: 706.705383
	Iteration 48Q: 3 clusters Score -72322.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -72323.125000 Penalty: 706.705383
	Iteration 49Q: 3 clusters Score -72323.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -72324.804688 Penalty: 706.705383
	Iteration 50Q: 3 clusters Score -72324.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -72327.562500 Penalty: 706.705383
	Iteration 51Q: 3 clusters Score -72327.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -72329.687500 Penalty: 706.705383
	Iteration 52Q: 3 clusters Score -72329.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -72330.789062 Penalty: 706.705383
	Iteration 53Q: 3 clusters Score -72330.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -72330.789062 Penalty: 706.705383
	Iteration 54F: 3 clusters Score -72330.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (8034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Entering Unmasked Estep 
Score: -228726.515625 Penalty: 409.110413
	Iteration 0F: 2 clusters Score -228726.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -223425.687500 Penalty: 818.220825
	Iteration 0F: 3 clusters Score -223425.7 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -225938.562500 Penalty: 818.220825
	Iteration 1F: 3 clusters Score -225938.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -226341.234375 Penalty: 818.220825
	Iteration 2F: 3 clusters Score -226341.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -226726.531250 Penalty: 818.220825
	Iteration 3F: 3 clusters Score -226726.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -227086.203125 Penalty: 818.220825
	Iteration 4F: 3 clusters Score -227086.2 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -227366.062500 Penalty: 818.220825
	Iteration 5F: 3 clusters Score -227366.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -227536.171875 Penalty: 818.220825
	Iteration 6Q: 3 clusters Score -227536.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -227626.609375 Penalty: 818.220825
	Iteration 7Q: 3 clusters Score -227626.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -227691.125000 Penalty: 818.220825
	Iteration 8Q: 3 clusters Score -227691.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -227764.593750 Penalty: 818.220825
	Iteration 9Q: 3 clusters Score -227764.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -227833.765625 Penalty: 818.220825
	Iteration 10Q: 3 clusters Score -227833.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -227885.625000 Penalty: 818.220825
	Iteration 11Q: 3 clusters Score -227885.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -227926.312500 Penalty: 818.220825
	Iteration 12Q: 3 clusters Score -227926.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -227963.953125 Penalty: 818.220825
	Iteration 13Q: 3 clusters Score -227964 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -227994.703125 Penalty: 818.220825
	Iteration 14Q: 3 clusters Score -227994.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -228023.640625 Penalty: 818.220825
	Iteration 15Q: 3 clusters Score -228023.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -228052.500000 Penalty: 818.220825
	Iteration 16Q: 3 clusters Score -228052.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -228078.828125 Penalty: 818.220825
	Iteration 17Q: 3 clusters Score -228078.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -228096.218750 Penalty: 818.220825
	Iteration 18Q: 3 clusters Score -228096.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -228109.781250 Penalty: 818.220825
	Iteration 19Q: 3 clusters Score -228109.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -228120.921875 Penalty: 818.220825
	Iteration 20F: 3 clusters Score -228120.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -228134.453125 Penalty: 818.220825
	Iteration 21Q: 3 clusters Score -228134.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -228152.093750 Penalty: 818.220825
	Iteration 22Q: 3 clusters Score -228152.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -228170.156250 Penalty: 818.220825
	Iteration 23Q: 3 clusters Score -228170.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -228188.062500 Penalty: 818.220825
	Iteration 24Q: 3 clusters Score -228188.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -228201.906250 Penalty: 818.220825
	Iteration 25Q: 3 clusters Score -228201.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -228214.984375 Penalty: 818.220825
	Iteration 26Q: 3 clusters Score -228215 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -228234.718750 Penalty: 818.220825
	Iteration 27Q: 3 clusters Score -228234.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -228255.843750 Penalty: 818.220825
	Iteration 28Q: 3 clusters Score -228255.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -228271.484375 Penalty: 818.220825
	Iteration 29Q: 3 clusters Score -228271.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -228284.515625 Penalty: 818.220825
	Iteration 30Q: 3 clusters Score -228284.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -228297.953125 Penalty: 818.220825
	Iteration 31Q: 3 clusters Score -228298 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -228306.953125 Penalty: 818.220825
	Iteration 32Q: 3 clusters Score -228307 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -228316.875000 Penalty: 818.220825
	Iteration 33Q: 3 clusters Score -228316.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -228327.812500 Penalty: 818.220825
	Iteration 34Q: 3 clusters Score -228327.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -228338.593750 Penalty: 818.220825
	Iteration 35Q: 3 clusters Score -228338.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -228353.968750 Penalty: 818.220825
	Iteration 36Q: 3 clusters Score -228354 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -228369.937500 Penalty: 818.220825
	Iteration 37Q: 3 clusters Score -228369.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -228383.296875 Penalty: 818.220825
	Iteration 38Q: 3 clusters Score -228383.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -228390.000000 Penalty: 818.220825
	Iteration 39Q: 3 clusters Score -228390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -228395.359375 Penalty: 818.220825
	Iteration 40F: 3 clusters Score -228395.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -228400.484375 Penalty: 818.220825
	Iteration 41Q: 3 clusters Score -228400.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -228404.859375 Penalty: 818.220825
	Iteration 42Q: 3 clusters Score -228404.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -228408.031250 Penalty: 818.220825
	Iteration 43Q: 3 clusters Score -228408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -228411.437500 Penalty: 818.220825
	Iteration 44Q: 3 clusters Score -228411.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -228413.875000 Penalty: 818.220825
	Iteration 45Q: 3 clusters Score -228413.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -228415.562500 Penalty: 818.220825
	Iteration 46Q: 3 clusters Score -228415.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -228416.718750 Penalty: 818.220825
	Iteration 47Q: 3 clusters Score -228416.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -228417.031250 Penalty: 818.220825
	Iteration 48Q: 3 clusters Score -228417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -228417.812500 Penalty: 818.220825
	Iteration 49Q: 3 clusters Score -228417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -228417.828125 Penalty: 818.220825
	Iteration 50Q: 3 clusters Score -228417.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -228418.281250 Penalty: 818.220825
	Iteration 51Q: 3 clusters Score -228418.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -228418.125000 Penalty: 818.220825
	Iteration 52Q: 3 clusters Score -228418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -228417.812500 Penalty: 818.220825
	Iteration 53Q: 3 clusters Score -228417.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -228417.765625 Penalty: 818.220825
	Iteration 54Q: 3 clusters Score -228417.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -228417.765625 Penalty: 818.220825
	Iteration 55F: 3 clusters Score -228417.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (33870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Entering Unmasked Estep 
Score: -1099116.625000 Penalty: 474.577942
	Iteration 0F: 2 clusters Score -1099117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -1076476.125000 Penalty: 949.155884
	Iteration 0F: 3 clusters Score -1076476 nChanged 16355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -1087012.875000 Penalty: 949.155884
	Iteration 1F: 3 clusters Score -1087013 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1088169.250000 Penalty: 949.155884
	Iteration 2F: 3 clusters Score -1088169 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1089584.875000 Penalty: 949.155884
	Iteration 3F: 3 clusters Score -1089585 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -1091029.375000 Penalty: 949.155884
	Iteration 4F: 3 clusters Score -1091029 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1092190.625000 Penalty: 949.155884
	Iteration 5F: 3 clusters Score -1092191 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20949 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1092924.375000 Penalty: 949.155884
	Iteration 6Q: 3 clusters Score -1092924 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1093292.500000 Penalty: 949.155884
	Iteration 7Q: 3 clusters Score -1093292 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1093503.875000 Penalty: 949.155884
	Iteration 8Q: 3 clusters Score -1093504 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -1093647.375000 Penalty: 949.155884
	Iteration 9Q: 3 clusters Score -1093647 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -1093783.625000 Penalty: 949.155884
	Iteration 10Q: 3 clusters Score -1093784 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -1093916.750000 Penalty: 949.155884
	Iteration 11Q: 3 clusters Score -1093917 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1094055.250000 Penalty: 949.155884
	Iteration 12Q: 3 clusters Score -1094055 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24218 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -1094184.625000 Penalty: 949.155884
	Iteration 13Q: 3 clusters Score -1094185 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24793 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1094350.125000 Penalty: 949.155884
	Iteration 14Q: 3 clusters Score -1094350 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1094529.750000 Penalty: 949.155884
	Iteration 15Q: 3 clusters Score -1094530 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 7847 members 
Entering Unmasked Estep 
Score: -1094735.250000 Penalty: 949.155884
	Iteration 16Q: 3 clusters Score -1094735 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26670 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -1094953.875000 Penalty: 949.155884
	Iteration 17Q: 3 clusters Score -1094954 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1095187.750000 Penalty: 949.155884
	Iteration 18Q: 3 clusters Score -1095188 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27954 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1095425.250000 Penalty: 949.155884
	Iteration 19Q: 3 clusters Score -1095425 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28618 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1095705.375000 Penalty: 949.155884
	Iteration 20F: 3 clusters Score -1095705 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1096022.750000 Penalty: 949.155884
	Iteration 21Q: 3 clusters Score -1096023 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29982 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1096393.750000 Penalty: 949.155884
	Iteration 22Q: 3 clusters Score -1096394 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30681 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1096803.125000 Penalty: 949.155884
	Iteration 23Q: 3 clusters Score -1096803 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1097177.000000 Penalty: 949.155884
	Iteration 24Q: 3 clusters Score -1097177 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1097523.375000 Penalty: 949.155884
	Iteration 25Q: 3 clusters Score -1097523 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1097797.375000 Penalty: 949.155884
	Iteration 26Q: 3 clusters Score -1097797 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32733 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -1098066.250000 Penalty: 949.155884
	Iteration 27Q: 3 clusters Score -1098066 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1098312.375000 Penalty: 949.155884
	Iteration 28Q: 3 clusters Score -1098312 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33271 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1098487.500000 Penalty: 949.155884
	Iteration 29Q: 3 clusters Score -1098488 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33403 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1098608.250000 Penalty: 949.155884
	Iteration 30Q: 3 clusters Score -1098608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1098655.500000 Penalty: 949.155884
	Iteration 31Q: 3 clusters Score -1098656 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33513 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -1098686.125000 Penalty: 949.155884
	Iteration 32Q: 3 clusters Score -1098686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33551 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1098712.000000 Penalty: 949.155884
	Iteration 33Q: 3 clusters Score -1098712 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -1098729.250000 Penalty: 949.155884
	Iteration 34Q: 3 clusters Score -1098729 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1098735.625000 Penalty: 949.155884
	Iteration 35Q: 3 clusters Score -1098736 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1098743.875000 Penalty: 949.155884
	Iteration 36Q: 3 clusters Score -1098744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33630 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -1098750.500000 Penalty: 949.155884
	Iteration 37Q: 3 clusters Score -1098750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1098751.250000 Penalty: 949.155884
	Iteration 38Q: 3 clusters Score -1098751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1098754.500000 Penalty: 949.155884
	Iteration 39Q: 3 clusters Score -1098754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -1098755.500000 Penalty: 949.155884
	Iteration 40F: 3 clusters Score -1098756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1098755.125000 Penalty: 949.155884
	Iteration 41Q: 3 clusters Score -1098755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1098755.125000 Penalty: 949.155884
	Iteration 42F: 3 clusters Score -1098755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Entering Unmasked Estep 
Score: -167941.968750 Penalty: 394.080994
	Iteration 0F: 2 clusters Score -167942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -164140.125000 Penalty: 788.161987
	Iteration 0F: 3 clusters Score -164140.1 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -165921.687500 Penalty: 788.161987
	Iteration 1F: 3 clusters Score -165921.7 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -166238.796875 Penalty: 788.161987
	Iteration 2F: 3 clusters Score -166238.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -166516.890625 Penalty: 788.161987
	Iteration 3F: 3 clusters Score -166516.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -166731.593750 Penalty: 788.161987
	Iteration 4F: 3 clusters Score -166731.6 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -166940.437500 Penalty: 788.161987
	Iteration 5F: 3 clusters Score -166940.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -167089.109375 Penalty: 788.161987
	Iteration 6Q: 3 clusters Score -167089.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -167215.500000 Penalty: 788.161987
	Iteration 7Q: 3 clusters Score -167215.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -167291.703125 Penalty: 788.161987
	Iteration 8Q: 3 clusters Score -167291.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -167350.531250 Penalty: 788.161987
	Iteration 9Q: 3 clusters Score -167350.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -167418.750000 Penalty: 788.161987
	Iteration 10Q: 3 clusters Score -167418.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -167467.234375 Penalty: 788.161987
	Iteration 11Q: 3 clusters Score -167467.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -167524.140625 Penalty: 788.161987
	Iteration 12Q: 3 clusters Score -167524.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -167587.125000 Penalty: 788.161987
	Iteration 13Q: 3 clusters Score -167587.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -167659.625000 Penalty: 788.161987
	Iteration 14Q: 3 clusters Score -167659.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -167717.156250 Penalty: 788.161987
	Iteration 15Q: 3 clusters Score -167717.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -167765.671875 Penalty: 788.161987
	Iteration 16Q: 3 clusters Score -167765.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -167809.953125 Penalty: 788.161987
	Iteration 17Q: 3 clusters Score -167810 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -167830.593750 Penalty: 788.161987
	Iteration 18Q: 3 clusters Score -167830.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -167843.140625 Penalty: 788.161987
	Iteration 19Q: 3 clusters Score -167843.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -167858.609375 Penalty: 788.161987
	Iteration 20F: 3 clusters Score -167858.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -167871.375000 Penalty: 788.161987
	Iteration 21Q: 3 clusters Score -167871.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -167879.718750 Penalty: 788.161987
	Iteration 22Q: 3 clusters Score -167879.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -167881.234375 Penalty: 788.161987
	Iteration 23Q: 3 clusters Score -167881.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -167882.625000 Penalty: 788.161987
	Iteration 24Q: 3 clusters Score -167882.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -167882.750000 Penalty: 788.161987
	Iteration 25Q: 3 clusters Score -167882.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -167884.265625 Penalty: 788.161987
	Iteration 26Q: 3 clusters Score -167884.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -167884.625000 Penalty: 788.161987
	Iteration 27Q: 3 clusters Score -167884.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -167885.203125 Penalty: 788.161987
	Iteration 28Q: 3 clusters Score -167885.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -167885.468750 Penalty: 788.161987
	Iteration 29Q: 3 clusters Score -167885.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -167885.546875 Penalty: 788.161987
	Iteration 30Q: 3 clusters Score -167885.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -167885.546875 Penalty: 788.161987
	Iteration 31F: 3 clusters Score -167885.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Entering Unmasked Estep 
Score: -31594.513672 Penalty: 312.207886
	Iteration 0F: 2 clusters Score -31594.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -30804.093750 Penalty: 624.415771
	Iteration 0F: 3 clusters Score -30804.09 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -31016.798828 Penalty: 624.415771
	Iteration 1F: 3 clusters Score -31016.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -31080.890625 Penalty: 624.415771
	Iteration 2F: 3 clusters Score -31080.89 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -31133.078125 Penalty: 624.415771
	Iteration 3F: 3 clusters Score -31133.08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -31187.031250 Penalty: 624.415771
	Iteration 4F: 3 clusters Score -31187.03 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -31214.718750 Penalty: 624.415771
	Iteration 5Q: 3 clusters Score -31214.72 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -31230.339844 Penalty: 624.415771
	Iteration 6Q: 3 clusters Score -31230.34 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -31243.103516 Penalty: 624.415771
	Iteration 7Q: 3 clusters Score -31243.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -31261.708984 Penalty: 624.415771
	Iteration 8Q: 3 clusters Score -31261.71 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -31272.472656 Penalty: 624.415771
	Iteration 9Q: 3 clusters Score -31272.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -31278.267578 Penalty: 624.415771
	Iteration 10Q: 3 clusters Score -31278.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -31285.564453 Penalty: 624.415771
	Iteration 11Q: 3 clusters Score -31285.56 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -31292.994141 Penalty: 624.415771
	Iteration 12Q: 3 clusters Score -31292.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -31300.160156 Penalty: 624.415771
	Iteration 13Q: 3 clusters Score -31300.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -31307.531250 Penalty: 624.415771
	Iteration 14Q: 3 clusters Score -31307.53 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -31316.652344 Penalty: 624.415771
	Iteration 15Q: 3 clusters Score -31316.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -31322.910156 Penalty: 624.415771
	Iteration 16Q: 3 clusters Score -31322.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -31327.478516 Penalty: 624.415771
	Iteration 17Q: 3 clusters Score -31327.48 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -31336.386719 Penalty: 624.415771
	Iteration 18Q: 3 clusters Score -31336.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -31345.181641 Penalty: 624.415771
	Iteration 19Q: 3 clusters Score -31345.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -31352.839844 Penalty: 624.415771
	Iteration 20F: 3 clusters Score -31352.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -31365.355469 Penalty: 624.415771
	Iteration 21Q: 3 clusters Score -31365.36 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -31376.023438 Penalty: 624.415771
	Iteration 22Q: 3 clusters Score -31376.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -31378.695312 Penalty: 624.415771
	Iteration 23Q: 3 clusters Score -31378.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -31385.750000 Penalty: 624.415771
	Iteration 24Q: 3 clusters Score -31385.75 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -31390.949219 Penalty: 624.415771
	Iteration 25Q: 3 clusters Score -31390.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -31393.439453 Penalty: 624.415771
	Iteration 26Q: 3 clusters Score -31393.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -31394.855469 Penalty: 624.415771
	Iteration 27Q: 3 clusters Score -31394.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -31396.078125 Penalty: 624.415771
	Iteration 28Q: 3 clusters Score -31396.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -31397.375000 Penalty: 624.415771
	Iteration 29Q: 3 clusters Score -31397.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -31398.607422 Penalty: 624.415771
	Iteration 30Q: 3 clusters Score -31398.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -31399.601562 Penalty: 624.415771
	Iteration 31Q: 3 clusters Score -31399.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -31400.083984 Penalty: 624.415771
	Iteration 32Q: 3 clusters Score -31400.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -31400.978516 Penalty: 624.415771
	Iteration 33Q: 3 clusters Score -31400.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -31403.238281 Penalty: 624.415771
	Iteration 34Q: 3 clusters Score -31403.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -31405.750000 Penalty: 624.415771
	Iteration 35Q: 3 clusters Score -31405.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -31408.546875 Penalty: 624.415771
	Iteration 36Q: 3 clusters Score -31408.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -31411.562500 Penalty: 624.415771
	Iteration 37Q: 3 clusters Score -31411.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -31416.830078 Penalty: 624.415771
	Iteration 38Q: 3 clusters Score -31416.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -31420.242188 Penalty: 624.415771
	Iteration 39Q: 3 clusters Score -31420.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -31422.974609 Penalty: 624.415771
	Iteration 40F: 3 clusters Score -31422.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -31426.533203 Penalty: 624.415771
	Iteration 41Q: 3 clusters Score -31426.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -31429.128906 Penalty: 624.415771
	Iteration 42Q: 3 clusters Score -31429.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -31430.544922 Penalty: 624.415771
	Iteration 43Q: 3 clusters Score -31430.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -31432.072266 Penalty: 624.415771
	Iteration 44Q: 3 clusters Score -31432.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -31433.445312 Penalty: 624.415771
	Iteration 45Q: 3 clusters Score -31433.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -31433.623047 Penalty: 624.415771
	Iteration 46Q: 3 clusters Score -31433.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -31434.134766 Penalty: 624.415771
	Iteration 47Q: 3 clusters Score -31434.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -31435.382812 Penalty: 624.415771
	Iteration 48Q: 3 clusters Score -31435.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -31436.123047 Penalty: 624.415771
	Iteration 49Q: 3 clusters Score -31436.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -31436.416016 Penalty: 624.415771
	Iteration 50Q: 3 clusters Score -31436.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -31436.416016 Penalty: 624.415771
	Iteration 51F: 3 clusters Score -31436.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Entering Unmasked Estep 
Score: -15800.298828 Penalty: 277.666412
	Iteration 0F: 2 clusters Score -15800.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -15337.243164 Penalty: 555.332825
	Iteration 0F: 3 clusters Score -15337.24 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15456.466797 Penalty: 555.332825
	Iteration 1F: 3 clusters Score -15456.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -15483.932617 Penalty: 555.332825
	Iteration 2F: 3 clusters Score -15483.93 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -15494.307617 Penalty: 555.332825
	Iteration 3Q: 3 clusters Score -15494.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -15501.308594 Penalty: 555.332825
	Iteration 4Q: 3 clusters Score -15501.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -15507.789062 Penalty: 555.332825
	Iteration 5Q: 3 clusters Score -15507.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -15511.404297 Penalty: 555.332825
	Iteration 6Q: 3 clusters Score -15511.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -15517.408203 Penalty: 555.332825
	Iteration 7Q: 3 clusters Score -15517.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -15519.428711 Penalty: 555.332825
	Iteration 8Q: 3 clusters Score -15519.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -15519.982422 Penalty: 555.332825
	Iteration 9Q: 3 clusters Score -15519.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -15521.296875 Penalty: 555.332825
	Iteration 10Q: 3 clusters Score -15521.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15521.552734 Penalty: 555.332825
	Iteration 11Q: 3 clusters Score -15521.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -15521.552734 Penalty: 555.332825
	Iteration 12F: 3 clusters Score -15521.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Entering Unmasked Estep 
Score: -138887.890625 Penalty: 380.532074
	Iteration 0F: 2 clusters Score -138887.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -135953.062500 Penalty: 761.064148
	Iteration 0F: 3 clusters Score -135953.1 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -136965.796875 Penalty: 761.064148
	Iteration 1F: 3 clusters Score -136965.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -137064.843750 Penalty: 761.064148
	Iteration 2F: 3 clusters Score -137064.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -137179.296875 Penalty: 761.064148
	Iteration 3F: 3 clusters Score -137179.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -137290.453125 Penalty: 761.064148
	Iteration 4F: 3 clusters Score -137290.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -137415.203125 Penalty: 761.064148
	Iteration 5F: 3 clusters Score -137415.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -137572.000000 Penalty: 761.064148
	Iteration 6F: 3 clusters Score -137572 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -137758.218750 Penalty: 761.064148
	Iteration 7F: 3 clusters Score -137758.2 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -137927.296875 Penalty: 761.064148
	Iteration 8F: 3 clusters Score -137927.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -138024.359375 Penalty: 761.064148
	Iteration 9Q: 3 clusters Score -138024.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -138076.359375 Penalty: 761.064148
	Iteration 10Q: 3 clusters Score -138076.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -138099.843750 Penalty: 761.064148
	Iteration 11Q: 3 clusters Score -138099.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -138109.312500 Penalty: 761.064148
	Iteration 12Q: 3 clusters Score -138109.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -138115.750000 Penalty: 761.064148
	Iteration 13Q: 3 clusters Score -138115.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -138120.765625 Penalty: 761.064148
	Iteration 14Q: 3 clusters Score -138120.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -138123.218750 Penalty: 761.064148
	Iteration 15Q: 3 clusters Score -138123.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -138125.578125 Penalty: 761.064148
	Iteration 16Q: 3 clusters Score -138125.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -138126.968750 Penalty: 761.064148
	Iteration 17Q: 3 clusters Score -138127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -138127.062500 Penalty: 761.064148
	Iteration 18Q: 3 clusters Score -138127.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -138127.968750 Penalty: 761.064148
	Iteration 19Q: 3 clusters Score -138128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -138128.390625 Penalty: 761.064148
	Iteration 20F: 3 clusters Score -138128.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -138129.625000 Penalty: 761.064148
	Iteration 21Q: 3 clusters Score -138129.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -138130.093750 Penalty: 761.064148
	Iteration 22Q: 3 clusters Score -138130.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -138130.640625 Penalty: 761.064148
	Iteration 23Q: 3 clusters Score -138130.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -138130.812500 Penalty: 761.064148
	Iteration 24Q: 3 clusters Score -138130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -138131.171875 Penalty: 761.064148
	Iteration 25Q: 3 clusters Score -138131.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -138130.953125 Penalty: 761.064148
	Iteration 26Q: 3 clusters Score -138131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -138131.500000 Penalty: 761.064148
	Iteration 27Q: 3 clusters Score -138131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -138131.531250 Penalty: 761.064148
	Iteration 28Q: 3 clusters Score -138131.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -138131.625000 Penalty: 761.064148
	Iteration 29Q: 3 clusters Score -138131.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -138131.562500 Penalty: 761.064148
	Iteration 30Q: 3 clusters Score -138131.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -138131.906250 Penalty: 761.064148
	Iteration 31Q: 3 clusters Score -138131.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -138131.937500 Penalty: 761.064148
	Iteration 32Q: 3 clusters Score -138131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -138131.984375 Penalty: 761.064148
	Iteration 33Q: 3 clusters Score -138132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -138131.859375 Penalty: 761.064148
	Iteration 34Q: 3 clusters Score -138131.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -138131.968750 Penalty: 761.064148
	Iteration 35Q: 3 clusters Score -138132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -138131.984375 Penalty: 761.064148
	Iteration 36Q: 3 clusters Score -138132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -138132.312500 Penalty: 761.064148
	Iteration 37Q: 3 clusters Score -138132.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -138132.718750 Penalty: 761.064148
	Iteration 38Q: 3 clusters Score -138132.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -138132.656250 Penalty: 761.064148
	Iteration 39Q: 3 clusters Score -138132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -138132.640625 Penalty: 761.064148
	Iteration 40F: 3 clusters Score -138132.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (10975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Entering Unmasked Estep 
Score: -327679.187500 Penalty: 423.303589
	Iteration 0F: 2 clusters Score -327679.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -320397.781250 Penalty: 846.607178
	Iteration 0F: 3 clusters Score -320397.8 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -323742.968750 Penalty: 846.607178
	Iteration 1F: 3 clusters Score -323743 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -324408.812500 Penalty: 846.607178
	Iteration 2F: 3 clusters Score -324408.8 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -325185.250000 Penalty: 846.607178
	Iteration 3F: 3 clusters Score -325185.2 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -326000.750000 Penalty: 846.607178
	Iteration 4F: 3 clusters Score -326000.8 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -326682.093750 Penalty: 846.607178
	Iteration 5F: 3 clusters Score -326682.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -327045.125000 Penalty: 846.607178
	Iteration 6F: 3 clusters Score -327045.1 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -327168.000000 Penalty: 846.607178
	Iteration 7Q: 3 clusters Score -327168 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -327213.218750 Penalty: 846.607178
	Iteration 8Q: 3 clusters Score -327213.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -327228.937500 Penalty: 846.607178
	Iteration 9Q: 3 clusters Score -327228.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -327236.656250 Penalty: 846.607178
	Iteration 10Q: 3 clusters Score -327236.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -327239.875000 Penalty: 846.607178
	Iteration 11Q: 3 clusters Score -327239.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -327243.031250 Penalty: 846.607178
	Iteration 12Q: 3 clusters Score -327243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -327244.625000 Penalty: 846.607178
	Iteration 13Q: 3 clusters Score -327244.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -327247.437500 Penalty: 846.607178
	Iteration 14Q: 3 clusters Score -327247.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -327247.187500 Penalty: 846.607178
	Iteration 15Q: 3 clusters Score -327247.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -327249.718750 Penalty: 846.607178
	Iteration 16Q: 3 clusters Score -327249.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -327249.812500 Penalty: 846.607178
	Iteration 17Q: 3 clusters Score -327249.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -327251.093750 Penalty: 846.607178
	Iteration 18Q: 3 clusters Score -327251.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -327250.781250 Penalty: 846.607178
	Iteration 19Q: 3 clusters Score -327250.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -327251.718750 Penalty: 846.607178
	Iteration 20F: 3 clusters Score -327251.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -327251.093750 Penalty: 846.607178
	Iteration 21Q: 3 clusters Score -327251.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -327252.093750 Penalty: 846.607178
	Iteration 22Q: 3 clusters Score -327252.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -327252.968750 Penalty: 846.607178
	Iteration 23Q: 3 clusters Score -327253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -327251.687500 Penalty: 846.607178
	Iteration 24Q: 3 clusters Score -327251.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -327251.906250 Penalty: 846.607178
	Iteration 25Q: 3 clusters Score -327251.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -327254.156250 Penalty: 846.607178
	Iteration 26Q: 3 clusters Score -327254.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -327252.875000 Penalty: 846.607178
	Iteration 27Q: 3 clusters Score -327252.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -327253.750000 Penalty: 846.607178
	Iteration 28Q: 3 clusters Score -327253.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -327254.218750 Penalty: 846.607178
	Iteration 29Q: 3 clusters Score -327254.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -327254.562500 Penalty: 846.607178
	Iteration 30Q: 3 clusters Score -327254.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -327255.062500 Penalty: 846.607178
	Iteration 31Q: 3 clusters Score -327255.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -327255.000000 Penalty: 846.607178
	Iteration 32Q: 3 clusters Score -327255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -327254.531250 Penalty: 846.607178
	Iteration 33Q: 3 clusters Score -327254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -327254.843750 Penalty: 846.607178
	Iteration 34Q: 3 clusters Score -327254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -327254.843750 Penalty: 846.607178
	Iteration 35F: 3 clusters Score -327254.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152828 members 
Mstep: Class 2 contains 13408 members 
Mstep: Class 3 contains 56614 members 
Mstep: Class 4 contains 119256 members 
Mstep: Class 5 contains 4654 members 
Mstep: Class 6 contains 6061 members 
Mstep: Class 7 contains 21129 members 
Mstep: Class 8 contains 61373 members 
Mstep: Class 9 contains 18062 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 2359 members 
Mstep: Class 12 contains 8034 members 
Mstep: Class 13 contains 33870 members 
Mstep: Class 15 contains 5774 members 
Mstep: Class 16 contains 955 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 20 contains 4287 members 
Mstep: Class 21 contains 10975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724771.000000 Penalty: 11982.464844
Iteration 79Q: 21 clusters Score -1.572477e+07 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152567 members 
Mstep: Class 2 contains 13044 members 
Mstep: Class 3 contains 56709 members 
Mstep: Class 4 contains 119230 members 
Mstep: Class 5 contains 4776 members 
Mstep: Class 6 contains 6118 members 
Mstep: Class 7 contains 21326 members 
Mstep: Class 8 contains 61511 members 
Mstep: Class 9 contains 18024 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 2361 members 
Mstep: Class 12 contains 7918 members 
Mstep: Class 13 contains 34070 members 
Mstep: Class 14 contains 1407 members 
Mstep: Class 15 contains 5778 members 
Mstep: Class 16 contains 926 members 
Mstep: Class 17 contains 443 members 
Mstep: Class 18 contains 1118 members 
Mstep: Class 20 contains 4302 members 
Mstep: Class 21 contains 10947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725292.000000 Penalty: 11982.464844
Iteration 80F: 21 clusters Score -1.572529e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152396 members 
Mstep: Class 2 contains 12579 members 
Mstep: Class 3 contains 56777 members 
Mstep: Class 4 contains 119134 members 
Mstep: Class 5 contains 4890 members 
Mstep: Class 6 contains 6168 members 
Mstep: Class 7 contains 21622 members 
Mstep: Class 8 contains 61537 members 
Mstep: Class 9 contains 18014 members 
Mstep: Class 10 contains 514 members 
Mstep: Class 11 contains 2354 members 
Mstep: Class 12 contains 7774 members 
Mstep: Class 13 contains 34236 members 
Mstep: Class 14 contains 1594 members 
Mstep: Class 15 contains 5747 members 
Mstep: Class 16 contains 922 members 
Mstep: Class 17 contains 435 members 
Mstep: Class 18 contains 1155 members 
Mstep: Class 20 contains 4317 members 
Mstep: Class 21 contains 10921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725571.000000 Penalty: 11982.464844
Iteration 81Q: 21 clusters Score -1.572557e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152293 members 
Mstep: Class 2 contains 12159 members 
Mstep: Class 3 contains 56815 members 
Mstep: Class 4 contains 119052 members 
Mstep: Class 5 contains 5016 members 
Mstep: Class 6 contains 6210 members 
Mstep: Class 7 contains 21887 members 
Mstep: Class 8 contains 61591 members 
Mstep: Class 9 contains 18011 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 7617 members 
Mstep: Class 13 contains 34388 members 
Mstep: Class 14 contains 1702 members 
Mstep: Class 15 contains 5729 members 
Mstep: Class 16 contains 901 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 1189 members 
Mstep: Class 20 contains 4326 members 
Mstep: Class 21 contains 10896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725894.000000 Penalty: 11982.464844
Iteration 82Q: 21 clusters Score -1.572589e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152175 members 
Mstep: Class 2 contains 11766 members 
Mstep: Class 3 contains 56870 members 
Mstep: Class 4 contains 118961 members 
Mstep: Class 5 contains 5128 members 
Mstep: Class 6 contains 6254 members 
Mstep: Class 7 contains 22131 members 
Mstep: Class 8 contains 61680 members 
Mstep: Class 9 contains 18010 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 2351 members 
Mstep: Class 12 contains 7481 members 
Mstep: Class 13 contains 34520 members 
Mstep: Class 14 contains 1793 members 
Mstep: Class 15 contains 5699 members 
Mstep: Class 16 contains 877 members 
Mstep: Class 17 contains 428 members 
Mstep: Class 18 contains 1230 members 
Mstep: Class 20 contains 4335 members 
Mstep: Class 21 contains 10879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726123.000000 Penalty: 11982.464844
Iteration 83Q: 21 clusters Score -1.572612e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152080 members 
Mstep: Class 2 contains 11379 members 
Mstep: Class 3 contains 56950 members 
Mstep: Class 4 contains 118873 members 
Mstep: Class 5 contains 5244 members 
Mstep: Class 6 contains 6288 members 
Mstep: Class 7 contains 22340 members 
Mstep: Class 8 contains 61780 members 
Mstep: Class 9 contains 18000 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 2346 members 
Mstep: Class 12 contains 7332 members 
Mstep: Class 13 contains 34641 members 
Mstep: Class 14 contains 1866 members 
Mstep: Class 15 contains 5669 members 
Mstep: Class 16 contains 869 members 
Mstep: Class 17 contains 432 members 
Mstep: Class 18 contains 1272 members 
Mstep: Class 20 contains 4348 members 
Mstep: Class 21 contains 10858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726409.000000 Penalty: 11982.464844
Iteration 84Q: 21 clusters Score -1.572641e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152014 members 
Mstep: Class 2 contains 11015 members 
Mstep: Class 3 contains 57045 members 
Mstep: Class 4 contains 118807 members 
Mstep: Class 5 contains 5367 members 
Mstep: Class 6 contains 6328 members 
Mstep: Class 7 contains 22513 members 
Mstep: Class 8 contains 61837 members 
Mstep: Class 9 contains 18009 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 2343 members 
Mstep: Class 12 contains 7171 members 
Mstep: Class 13 contains 34769 members 
Mstep: Class 14 contains 1925 members 
Mstep: Class 15 contains 5628 members 
Mstep: Class 16 contains 869 members 
Mstep: Class 17 contains 433 members 
Mstep: Class 18 contains 1301 members 
Mstep: Class 20 contains 4355 members 
Mstep: Class 21 contains 10836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726572.000000 Penalty: 11982.464844
Iteration 85Q: 21 clusters Score -1.572657e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 151978 members 
Mstep: Class 2 contains 10648 members 
Mstep: Class 3 contains 57119 members 
Mstep: Class 4 contains 118776 members 
Mstep: Class 5 contains 5482 members 
Mstep: Class 6 contains 6361 members 
Mstep: Class 7 contains 22666 members 
Mstep: Class 8 contains 61908 members 
Mstep: Class 9 contains 17991 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 7017 members 
Mstep: Class 13 contains 34892 members 
Mstep: Class 14 contains 1965 members 
Mstep: Class 15 contains 5599 members 
Mstep: Class 16 contains 870 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 18 contains 1341 members 
Mstep: Class 20 contains 4362 members 
Mstep: Class 21 contains 10820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726766.000000 Penalty: 11982.464844
Iteration 86Q: 21 clusters Score -1.572677e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 151948 members 
Mstep: Class 2 contains 10292 members 
Mstep: Class 3 contains 57190 members 
Mstep: Class 4 contains 118753 members 
Mstep: Class 5 contains 5604 members 
Mstep: Class 6 contains 6390 members 
Mstep: Class 7 contains 22819 members 
Mstep: Class 8 contains 61964 members 
Mstep: Class 9 contains 17952 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 2327 members 
Mstep: Class 12 contains 6860 members 
Mstep: Class 13 contains 35019 members 
Mstep: Class 14 contains 1990 members 
Mstep: Class 15 contains 5582 members 
Mstep: Class 16 contains 894 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 1372 members 
Mstep: Class 20 contains 4367 members 
Mstep: Class 21 contains 10798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726885.000000 Penalty: 11982.464844
Iteration 87Q: 21 clusters Score -1.572688e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 151945 members 
Mstep: Class 2 contains 9965 members 
Mstep: Class 3 contains 57264 members 
Mstep: Class 4 contains 118718 members 
Mstep: Class 5 contains 5721 members 
Mstep: Class 6 contains 6409 members 
Mstep: Class 7 contains 22963 members 
Mstep: Class 8 contains 62031 members 
Mstep: Class 9 contains 17919 members 
Mstep: Class 10 contains 517 members 
Mstep: Class 11 contains 2323 members 
Mstep: Class 12 contains 6712 members 
Mstep: Class 13 contains 35122 members 
Mstep: Class 14 contains 2006 members 
Mstep: Class 15 contains 5556 members 
Mstep: Class 16 contains 909 members 
Mstep: Class 17 contains 448 members 
Mstep: Class 18 contains 1407 members 
Mstep: Class 20 contains 4373 members 
Mstep: Class 21 contains 10778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727019.000000 Penalty: 11982.464844
Iteration 88Q: 21 clusters Score -1.572702e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 151955 members 
Mstep: Class 2 contains 9672 members 
Mstep: Class 3 contains 57330 members 
Mstep: Class 4 contains 118680 members 
Mstep: Class 5 contains 5832 members 
Mstep: Class 6 contains 6425 members 
Mstep: Class 7 contains 23093 members 
Mstep: Class 8 contains 62092 members 
Mstep: Class 9 contains 17878 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 6571 members 
Mstep: Class 13 contains 35237 members 
Mstep: Class 14 contains 2017 members 
Mstep: Class 15 contains 5540 members 
Mstep: Class 16 contains 908 members 
Mstep: Class 17 contains 448 members 
Mstep: Class 18 contains 1447 members 
Mstep: Class 20 contains 4376 members 
Mstep: Class 21 contains 10746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727129.000000 Penalty: 11982.464844
Iteration 89Q: 21 clusters Score -1.572713e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 151973 members 
Mstep: Class 2 contains 9391 members 
Mstep: Class 3 contains 57385 members 
Mstep: Class 4 contains 118636 members 
Mstep: Class 5 contains 5955 members 
Mstep: Class 6 contains 6439 members 
Mstep: Class 7 contains 23227 members 
Mstep: Class 8 contains 62161 members 
Mstep: Class 9 contains 17838 members 
Mstep: Class 10 contains 519 members 
Mstep: Class 11 contains 2322 members 
Mstep: Class 12 contains 6432 members 
Mstep: Class 13 contains 35331 members 
Mstep: Class 14 contains 2020 members 
Mstep: Class 15 contains 5540 members 
Mstep: Class 16 contains 905 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 1475 members 
Mstep: Class 20 contains 4375 members 
Mstep: Class 21 contains 10716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727205.000000 Penalty: 11982.464844
Iteration 90Q: 21 clusters Score -1.57272e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 151994 members 
Mstep: Class 2 contains 9110 members 
Mstep: Class 3 contains 57444 members 
Mstep: Class 4 contains 118609 members 
Mstep: Class 5 contains 6075 members 
Mstep: Class 6 contains 6458 members 
Mstep: Class 7 contains 23349 members 
Mstep: Class 8 contains 62217 members 
Mstep: Class 9 contains 17804 members 
Mstep: Class 10 contains 521 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 6287 members 
Mstep: Class 13 contains 35399 members 
Mstep: Class 14 contains 2026 members 
Mstep: Class 15 contains 5542 members 
Mstep: Class 16 contains 920 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 18 contains 1510 members 
Mstep: Class 20 contains 4381 members 
Mstep: Class 21 contains 10679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727318.000000 Penalty: 11982.464844
Iteration 91Q: 21 clusters Score -1.572732e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152011 members 
Mstep: Class 2 contains 8831 members 
Mstep: Class 3 contains 57536 members 
Mstep: Class 4 contains 118576 members 
Mstep: Class 5 contains 6179 members 
Mstep: Class 6 contains 6486 members 
Mstep: Class 7 contains 23473 members 
Mstep: Class 8 contains 62277 members 
Mstep: Class 9 contains 17764 members 
Mstep: Class 10 contains 528 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 6138 members 
Mstep: Class 13 contains 35446 members 
Mstep: Class 14 contains 2034 members 
Mstep: Class 15 contains 5532 members 
Mstep: Class 16 contains 942 members 
Mstep: Class 17 contains 442 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 20 contains 4381 members 
Mstep: Class 21 contains 10643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727474.000000 Penalty: 11982.464844
Iteration 92Q: 21 clusters Score -1.572747e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152008 members 
Mstep: Class 2 contains 8566 members 
Mstep: Class 3 contains 57623 members 
Mstep: Class 4 contains 118553 members 
Mstep: Class 5 contains 6297 members 
Mstep: Class 6 contains 6517 members 
Mstep: Class 7 contains 23584 members 
Mstep: Class 8 contains 62336 members 
Mstep: Class 9 contains 17727 members 
Mstep: Class 10 contains 534 members 
Mstep: Class 11 contains 2316 members 
Mstep: Class 12 contains 5988 members 
Mstep: Class 13 contains 35505 members 
Mstep: Class 14 contains 2045 members 
Mstep: Class 15 contains 5529 members 
Mstep: Class 16 contains 961 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 1570 members 
Mstep: Class 20 contains 4383 members 
Mstep: Class 21 contains 10599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727603.000000 Penalty: 11982.464844
Iteration 93Q: 21 clusters Score -1.57276e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152011 members 
Mstep: Class 2 contains 8332 members 
Mstep: Class 3 contains 57695 members 
Mstep: Class 4 contains 118519 members 
Mstep: Class 5 contains 6437 members 
Mstep: Class 6 contains 6552 members 
Mstep: Class 7 contains 23683 members 
Mstep: Class 8 contains 62388 members 
Mstep: Class 9 contains 17702 members 
Mstep: Class 10 contains 539 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 5828 members 
Mstep: Class 13 contains 35551 members 
Mstep: Class 14 contains 2048 members 
Mstep: Class 15 contains 5521 members 
Mstep: Class 16 contains 989 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 1595 members 
Mstep: Class 20 contains 4389 members 
Mstep: Class 21 contains 10545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727770.000000 Penalty: 11982.464844
Iteration 94Q: 21 clusters Score -1.572777e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152009 members 
Mstep: Class 2 contains 8106 members 
Mstep: Class 3 contains 57754 members 
Mstep: Class 4 contains 118483 members 
Mstep: Class 5 contains 6580 members 
Mstep: Class 6 contains 6576 members 
Mstep: Class 7 contains 23782 members 
Mstep: Class 8 contains 62453 members 
Mstep: Class 9 contains 17687 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 5677 members 
Mstep: Class 13 contains 35581 members 
Mstep: Class 14 contains 2046 members 
Mstep: Class 15 contains 5526 members 
Mstep: Class 16 contains 1010 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 20 contains 4391 members 
Mstep: Class 21 contains 10512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727858.000000 Penalty: 11982.464844
Iteration 95Q: 21 clusters Score -1.572786e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152011 members 
Mstep: Class 2 contains 7921 members 
Mstep: Class 3 contains 57813 members 
Mstep: Class 4 contains 118453 members 
Mstep: Class 5 contains 6703 members 
Mstep: Class 6 contains 6602 members 
Mstep: Class 7 contains 23869 members 
Mstep: Class 8 contains 62512 members 
Mstep: Class 9 contains 17668 members 
Mstep: Class 10 contains 548 members 
Mstep: Class 11 contains 2308 members 
Mstep: Class 12 contains 5536 members 
Mstep: Class 13 contains 35600 members 
Mstep: Class 14 contains 2049 members 
Mstep: Class 15 contains 5528 members 
Mstep: Class 16 contains 1025 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 20 contains 4390 members 
Mstep: Class 21 contains 10475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728027.000000 Penalty: 11982.464844
Iteration 96Q: 21 clusters Score -1.572803e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152009 members 
Mstep: Class 2 contains 7732 members 
Mstep: Class 3 contains 57881 members 
Mstep: Class 4 contains 118415 members 
Mstep: Class 5 contains 6827 members 
Mstep: Class 6 contains 6626 members 
Mstep: Class 7 contains 23945 members 
Mstep: Class 8 contains 62577 members 
Mstep: Class 9 contains 17647 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 11 contains 2307 members 
Mstep: Class 12 contains 5400 members 
Mstep: Class 13 contains 35624 members 
Mstep: Class 14 contains 2049 members 
Mstep: Class 15 contains 5526 members 
Mstep: Class 16 contains 1041 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 1655 members 
Mstep: Class 20 contains 4383 members 
Mstep: Class 21 contains 10439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728104.000000 Penalty: 11982.464844
Iteration 97Q: 21 clusters Score -1.57281e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152008 members 
Mstep: Class 2 contains 7567 members 
Mstep: Class 3 contains 57926 members 
Mstep: Class 4 contains 118384 members 
Mstep: Class 5 contains 6956 members 
Mstep: Class 6 contains 6643 members 
Mstep: Class 7 contains 24022 members 
Mstep: Class 8 contains 62644 members 
Mstep: Class 9 contains 17603 members 
Mstep: Class 10 contains 557 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 5285 members 
Mstep: Class 13 contains 35651 members 
Mstep: Class 14 contains 2051 members 
Mstep: Class 15 contains 5529 members 
Mstep: Class 16 contains 1053 members 
Mstep: Class 17 contains 453 members 
Mstep: Class 18 contains 1676 members 
Mstep: Class 20 contains 4374 members 
Mstep: Class 21 contains 10399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728240.000000 Penalty: 11982.464844
Iteration 98Q: 21 clusters Score -1.572824e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152003 members 
Mstep: Class 2 contains 7404 members 
Mstep: Class 3 contains 57971 members 
Mstep: Class 4 contains 118348 members 
Mstep: Class 5 contains 7109 members 
Mstep: Class 6 contains 6664 members 
Mstep: Class 7 contains 24093 members 
Mstep: Class 8 contains 62708 members 
Mstep: Class 9 contains 17573 members 
Mstep: Class 10 contains 561 members 
Mstep: Class 11 contains 2299 members 
Mstep: Class 12 contains 5174 members 
Mstep: Class 13 contains 35676 members 
Mstep: Class 14 contains 2055 members 
Mstep: Class 15 contains 5524 members 
Mstep: Class 16 contains 1063 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 1685 members 
Mstep: Class 20 contains 4368 members 
Mstep: Class 21 contains 10357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728312.000000 Penalty: 11982.464844
Iteration 99Q: 21 clusters Score -1.572831e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152000 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 58021 members 
Mstep: Class 4 contains 118313 members 
Mstep: Class 5 contains 7234 members 
Mstep: Class 6 contains 6680 members 
Mstep: Class 7 contains 24144 members 
Mstep: Class 8 contains 62769 members 
Mstep: Class 9 contains 17532 members 
Mstep: Class 10 contains 562 members 
Mstep: Class 11 contains 2303 members 
Mstep: Class 12 contains 5091 members 
Mstep: Class 13 contains 35676 members 
Mstep: Class 14 contains 2057 members 
Mstep: Class 15 contains 5518 members 
Mstep: Class 16 contains 1077 members 
Mstep: Class 17 contains 452 members 
Mstep: Class 18 contains 1705 members 
Mstep: Class 20 contains 4371 members 
Mstep: Class 21 contains 10310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728521.000000 Penalty: 11982.464844
Iteration 100F: 21 clusters Score -1.572852e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152000 members 
Mstep: Class 2 contains 7135 members 
Mstep: Class 3 contains 58063 members 
Mstep: Class 4 contains 118270 members 
Mstep: Class 5 contains 7321 members 
Mstep: Class 6 contains 6692 members 
Mstep: Class 7 contains 24185 members 
Mstep: Class 8 contains 62800 members 
Mstep: Class 9 contains 17483 members 
Mstep: Class 10 contains 561 members 
Mstep: Class 11 contains 2308 members 
Mstep: Class 12 contains 4995 members 
Mstep: Class 13 contains 35680 members 
Mstep: Class 14 contains 2068 members 
Mstep: Class 15 contains 5515 members 
Mstep: Class 16 contains 1162 members 
Mstep: Class 17 contains 451 members 
Mstep: Class 18 contains 1758 members 
Mstep: Class 20 contains 4370 members 
Mstep: Class 21 contains 10269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728698.000000 Penalty: 11982.464844
Iteration 101Q: 21 clusters Score -1.57287e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152014 members 
Mstep: Class 2 contains 7008 members 
Mstep: Class 3 contains 58098 members 
Mstep: Class 4 contains 118217 members 
Mstep: Class 5 contains 7427 members 
Mstep: Class 6 contains 6694 members 
Mstep: Class 7 contains 24233 members 
Mstep: Class 8 contains 62824 members 
Mstep: Class 9 contains 17444 members 
Mstep: Class 10 contains 551 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 4907 members 
Mstep: Class 13 contains 35691 members 
Mstep: Class 14 contains 2071 members 
Mstep: Class 15 contains 5507 members 
Mstep: Class 16 contains 1240 members 
Mstep: Class 17 contains 450 members 
Mstep: Class 18 contains 1812 members 
Mstep: Class 20 contains 4366 members 
Mstep: Class 21 contains 10221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728920.000000 Penalty: 11982.464844
Iteration 102Q: 21 clusters Score -1.572892e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152005 members 
Mstep: Class 2 contains 6902 members 
Mstep: Class 3 contains 58154 members 
Mstep: Class 4 contains 118146 members 
Mstep: Class 5 contains 7537 members 
Mstep: Class 6 contains 6702 members 
Mstep: Class 7 contains 24291 members 
Mstep: Class 8 contains 62849 members 
Mstep: Class 9 contains 17404 members 
Mstep: Class 10 contains 547 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 4819 members 
Mstep: Class 13 contains 35689 members 
Mstep: Class 14 contains 2079 members 
Mstep: Class 15 contains 5500 members 
Mstep: Class 16 contains 1317 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 1844 members 
Mstep: Class 20 contains 4358 members 
Mstep: Class 21 contains 10177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729028.000000 Penalty: 11982.464844
Iteration 103Q: 21 clusters Score -1.572903e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152003 members 
Mstep: Class 2 contains 6800 members 
Mstep: Class 3 contains 58200 members 
Mstep: Class 4 contains 118086 members 
Mstep: Class 5 contains 7651 members 
Mstep: Class 6 contains 6711 members 
Mstep: Class 7 contains 24363 members 
Mstep: Class 8 contains 62853 members 
Mstep: Class 9 contains 17373 members 
Mstep: Class 10 contains 543 members 
Mstep: Class 11 contains 2318 members 
Mstep: Class 12 contains 4752 members 
Mstep: Class 13 contains 35687 members 
Mstep: Class 14 contains 2082 members 
Mstep: Class 15 contains 5493 members 
Mstep: Class 16 contains 1389 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 1855 members 
Mstep: Class 20 contains 4350 members 
Mstep: Class 21 contains 10133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729204.000000 Penalty: 11982.464844
Iteration 104Q: 21 clusters Score -1.57292e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 152015 members 
Mstep: Class 2 contains 6704 members 
Mstep: Class 3 contains 58246 members 
Mstep: Class 4 contains 118014 members 
Mstep: Class 5 contains 7770 members 
Mstep: Class 6 contains 6720 members 
Mstep: Class 7 contains 24424 members 
Mstep: Class 8 contains 62879 members 
Mstep: Class 9 contains 17325 members 
Mstep: Class 10 contains 537 members 
Mstep: Class 11 contains 2315 members 
Mstep: Class 12 contains 4685 members 
Mstep: Class 13 contains 35678 members 
Mstep: Class 14 contains 2088 members 
Mstep: Class 15 contains 5488 members 
Mstep: Class 16 contains 1445 members 
Mstep: Class 17 contains 442 members 
Mstep: Class 18 contains 1867 members 
Mstep: Class 20 contains 4342 members 
Mstep: Class 21 contains 10102 members 
Entering Unmasked Estep 
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Iteration 105Q: 21 clusters Score -1.572937e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 152033 members 
Mstep: Class 2 contains 6631 members 
Mstep: Class 3 contains 58294 members 
Mstep: Class 4 contains 117925 members 
Mstep: Class 5 contains 7871 members 
Mstep: Class 6 contains 6734 members 
Mstep: Class 7 contains 24492 members 
Mstep: Class 8 contains 62909 members 
Mstep: Class 9 contains 17272 members 
Mstep: Class 10 contains 532 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 4624 members 
Mstep: Class 13 contains 35659 members 
Mstep: Class 14 contains 2092 members 
Mstep: Class 15 contains 5488 members 
Mstep: Class 16 contains 1493 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 1891 members 
Mstep: Class 20 contains 4330 members 
Mstep: Class 21 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729467.000000 Penalty: 11982.464844
Iteration 106Q: 21 clusters Score -1.572947e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 152038 members 
Mstep: Class 2 contains 6597 members 
Mstep: Class 3 contains 58358 members 
Mstep: Class 4 contains 117812 members 
Mstep: Class 5 contains 7955 members 
Mstep: Class 6 contains 6757 members 
Mstep: Class 7 contains 24569 members 
Mstep: Class 8 contains 62924 members 
Mstep: Class 9 contains 17234 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 11 contains 2307 members 
Mstep: Class 12 contains 4556 members 
Mstep: Class 13 contains 35619 members 
Mstep: Class 14 contains 2099 members 
Mstep: Class 15 contains 5491 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 18 contains 1913 members 
Mstep: Class 20 contains 4326 members 
Mstep: Class 21 contains 10019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729551.000000 Penalty: 11982.464844
Iteration 107Q: 21 clusters Score -1.572955e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 152050 members 
Mstep: Class 2 contains 6569 members 
Mstep: Class 3 contains 58384 members 
Mstep: Class 4 contains 117720 members 
Mstep: Class 5 contains 8033 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 24636 members 
Mstep: Class 8 contains 62913 members 
Mstep: Class 9 contains 17202 members 
Mstep: Class 10 contains 518 members 
Mstep: Class 11 contains 2306 members 
Mstep: Class 12 contains 4519 members 
Mstep: Class 13 contains 35564 members 
Mstep: Class 14 contains 2104 members 
Mstep: Class 15 contains 5496 members 
Mstep: Class 16 contains 1607 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 18 contains 1949 members 
Mstep: Class 20 contains 4328 members 
Mstep: Class 21 contains 9971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729762.000000 Penalty: 11982.464844
Iteration 108Q: 21 clusters Score -1.572976e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 152052 members 
Mstep: Class 2 contains 6558 members 
Mstep: Class 3 contains 58412 members 
Mstep: Class 4 contains 117633 members 
Mstep: Class 5 contains 8092 members 
Mstep: Class 6 contains 6800 members 
Mstep: Class 7 contains 24723 members 
Mstep: Class 8 contains 62918 members 
Mstep: Class 9 contains 17177 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 4464 members 
Mstep: Class 13 contains 35503 members 
Mstep: Class 14 contains 2105 members 
Mstep: Class 15 contains 5494 members 
Mstep: Class 16 contains 1647 members 
Mstep: Class 17 contains 433 members 
Mstep: Class 18 contains 2004 members 
Mstep: Class 20 contains 4329 members 
Mstep: Class 21 contains 9926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730017.000000 Penalty: 11982.464844
Iteration 109Q: 21 clusters Score -1.573002e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 152082 members 
Mstep: Class 2 contains 6540 members 
Mstep: Class 3 contains 58430 members 
Mstep: Class 4 contains 117547 members 
Mstep: Class 5 contains 8114 members 
Mstep: Class 6 contains 6811 members 
Mstep: Class 7 contains 24815 members 
Mstep: Class 8 contains 62909 members 
Mstep: Class 9 contains 17149 members 
Mstep: Class 10 contains 504 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 4427 members 
Mstep: Class 13 contains 35439 members 
Mstep: Class 14 contains 2107 members 
Mstep: Class 15 contains 5494 members 
Mstep: Class 16 contains 1673 members 
Mstep: Class 17 contains 434 members 
Mstep: Class 18 contains 2073 members 
Mstep: Class 20 contains 4332 members 
Mstep: Class 21 contains 9895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730319.000000 Penalty: 11982.464844
Iteration 110Q: 21 clusters Score -1.573032e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 152125 members 
Mstep: Class 2 contains 6561 members 
Mstep: Class 3 contains 58413 members 
Mstep: Class 4 contains 117483 members 
Mstep: Class 5 contains 8144 members 
Mstep: Class 6 contains 6821 members 
Mstep: Class 7 contains 24897 members 
Mstep: Class 8 contains 62896 members 
Mstep: Class 9 contains 17112 members 
Mstep: Class 10 contains 499 members 
Mstep: Class 11 contains 2318 members 
Mstep: Class 12 contains 4381 members 
Mstep: Class 13 contains 35359 members 
Mstep: Class 14 contains 2106 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 1697 members 
Mstep: Class 17 contains 431 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 20 contains 4338 members 
Mstep: Class 21 contains 9874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730569.000000 Penalty: 11982.464844
Iteration 111Q: 21 clusters Score -1.573057e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 152171 members 
Mstep: Class 2 contains 6591 members 
Mstep: Class 3 contains 58397 members 
Mstep: Class 4 contains 117408 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 6832 members 
Mstep: Class 7 contains 24980 members 
Mstep: Class 8 contains 62890 members 
Mstep: Class 9 contains 17084 members 
Mstep: Class 10 contains 497 members 
Mstep: Class 11 contains 2318 members 
Mstep: Class 12 contains 4332 members 
Mstep: Class 13 contains 35265 members 
Mstep: Class 14 contains 2105 members 
Mstep: Class 15 contains 5490 members 
Mstep: Class 16 contains 1713 members 
Mstep: Class 17 contains 432 members 
Mstep: Class 18 contains 2198 members 
Mstep: Class 20 contains 4349 members 
Mstep: Class 21 contains 9854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730674.000000 Penalty: 11982.464844
Iteration 112Q: 21 clusters Score -1.573067e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 152204 members 
Mstep: Class 2 contains 6644 members 
Mstep: Class 3 contains 58401 members 
Mstep: Class 4 contains 117339 members 
Mstep: Class 5 contains 8197 members 
Mstep: Class 6 contains 6839 members 
Mstep: Class 7 contains 25048 members 
Mstep: Class 8 contains 62903 members 
Mstep: Class 9 contains 17056 members 
Mstep: Class 10 contains 499 members 
Mstep: Class 11 contains 2318 members 
Mstep: Class 12 contains 4299 members 
Mstep: Class 13 contains 35138 members 
Mstep: Class 14 contains 2106 members 
Mstep: Class 15 contains 5492 members 
Mstep: Class 16 contains 1724 members 
Mstep: Class 17 contains 435 members 
Mstep: Class 18 contains 2253 members 
Mstep: Class 20 contains 4360 members 
Mstep: Class 21 contains 9833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730823.000000 Penalty: 11982.464844
Iteration 113Q: 21 clusters Score -1.573082e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 152231 members 
Mstep: Class 2 contains 6727 members 
Mstep: Class 3 contains 58389 members 
Mstep: Class 4 contains 117282 members 
Mstep: Class 5 contains 8191 members 
Mstep: Class 6 contains 6842 members 
Mstep: Class 7 contains 25128 members 
Mstep: Class 8 contains 62908 members 
Mstep: Class 9 contains 17054 members 
Mstep: Class 10 contains 499 members 
Mstep: Class 11 contains 2318 members 
Mstep: Class 12 contains 4256 members 
Mstep: Class 13 contains 35002 members 
Mstep: Class 14 contains 2107 members 
Mstep: Class 15 contains 5491 members 
Mstep: Class 16 contains 1738 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 18 contains 2302 members 
Mstep: Class 20 contains 4374 members 
Mstep: Class 21 contains 9813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730929.000000 Penalty: 11982.464844
Iteration 114Q: 21 clusters Score -1.573093e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 152261 members 
Mstep: Class 2 contains 6849 members 
Mstep: Class 3 contains 58364 members 
Mstep: Class 4 contains 117226 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 6 contains 6835 members 
Mstep: Class 7 contains 25216 members 
Mstep: Class 8 contains 62917 members 
Mstep: Class 9 contains 17032 members 
Mstep: Class 10 contains 499 members 
Mstep: Class 11 contains 2314 members 
Mstep: Class 12 contains 4230 members 
Mstep: Class 13 contains 34846 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 5486 members 
Mstep: Class 16 contains 1752 members 
Mstep: Class 17 contains 437 members 
Mstep: Class 18 contains 2346 members 
Mstep: Class 20 contains 4388 members 
Mstep: Class 21 contains 9800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731019.000000 Penalty: 11982.464844
Iteration 115Q: 21 clusters Score -1.573102e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 152285 members 
Mstep: Class 2 contains 6970 members 
Mstep: Class 3 contains 58336 members 
Mstep: Class 4 contains 117201 members 
Mstep: Class 5 contains 8168 members 
Mstep: Class 6 contains 6830 members 
Mstep: Class 7 contains 25335 members 
Mstep: Class 8 contains 62922 members 
Mstep: Class 9 contains 16977 members 
Mstep: Class 10 contains 504 members 
Mstep: Class 11 contains 2317 members 
Mstep: Class 12 contains 4195 members 
Mstep: Class 13 contains 34693 members 
Mstep: Class 14 contains 2110 members 
Mstep: Class 15 contains 5479 members 
Mstep: Class 16 contains 1763 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 20 contains 4409 members 
Mstep: Class 21 contains 9776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731118.000000 Penalty: 11982.464844
Iteration 116Q: 21 clusters Score -1.573112e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 152305 members 
Mstep: Class 2 contains 7081 members 
Mstep: Class 3 contains 58323 members 
Mstep: Class 4 contains 117196 members 
Mstep: Class 5 contains 8153 members 
Mstep: Class 6 contains 6830 members 
Mstep: Class 7 contains 25479 members 
Mstep: Class 8 contains 62914 members 
Mstep: Class 9 contains 16916 members 
Mstep: Class 10 contains 506 members 
Mstep: Class 11 contains 2318 members 
Mstep: Class 12 contains 4166 members 
Mstep: Class 13 contains 34544 members 
Mstep: Class 14 contains 2110 members 
Mstep: Class 15 contains 5471 members 
Mstep: Class 16 contains 1771 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2402 members 
Mstep: Class 20 contains 4426 members 
Mstep: Class 21 contains 9738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731141.000000 Penalty: 11982.464844
Iteration 117Q: 21 clusters Score -1.573114e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 152315 members 
Mstep: Class 2 contains 7230 members 
Mstep: Class 3 contains 58296 members 
Mstep: Class 4 contains 117182 members 
Mstep: Class 5 contains 8142 members 
Mstep: Class 6 contains 6826 members 
Mstep: Class 7 contains 25604 members 
Mstep: Class 8 contains 62926 members 
Mstep: Class 9 contains 16857 members 
Mstep: Class 10 contains 508 members 
Mstep: Class 11 contains 2316 members 
Mstep: Class 12 contains 4146 members 
Mstep: Class 13 contains 34370 members 
Mstep: Class 14 contains 2111 members 
Mstep: Class 15 contains 5466 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 18 contains 2422 members 
Mstep: Class 20 contains 4447 members 
Mstep: Class 21 contains 9699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731229.000000 Penalty: 11982.464844
Iteration 118Q: 21 clusters Score -1.573123e+07 nChanged 842
Entering ConstructFrom: 
Score: -15731229.000000 Penalty: 11982.464844
Entering ConstructFrom: 
Trying to split cluster 1 (152330 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152330 members 
Entering Unmasked Estep 
Score: -5048363.500000 Penalty: 542.988098
	Iteration 0F: 2 clusters Score -5048364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -4945307.000000 Penalty: 1085.976196
	Iteration 0F: 3 clusters Score -4945307 nChanged 74726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80345 members 
Mstep: Class 2 contains 71985 members 
Entering Unmasked Estep 
Score: -4992972.000000 Penalty: 1085.976196
	Iteration 1F: 3 clusters Score -4992972 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85395 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -4998190.500000 Penalty: 1085.976196
	Iteration 2F: 3 clusters Score -4998190 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -5004866.500000 Penalty: 1085.976196
	Iteration 3F: 3 clusters Score -5004866 nChanged 10998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97516 members 
Mstep: Class 2 contains 54814 members 
Entering Unmasked Estep 
Score: -5011592.500000 Penalty: 1085.976196
	Iteration 4F: 3 clusters Score -5011592 nChanged 9501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102607 members 
Mstep: Class 2 contains 49723 members 
Entering Unmasked Estep 
Score: -5017745.500000 Penalty: 1085.976196
	Iteration 5F: 3 clusters Score -5017746 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106834 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -5023448.000000 Penalty: 1085.976196
	Iteration 6F: 3 clusters Score -5023448 nChanged 5959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110267 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -5027832.000000 Penalty: 1085.976196
	Iteration 7Q: 3 clusters Score -5027832 nChanged 4596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113195 members 
Mstep: Class 2 contains 39135 members 
Entering Unmasked Estep 
Score: -5030447.000000 Penalty: 1085.976196
	Iteration 8Q: 3 clusters Score -5030447 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115865 members 
Mstep: Class 2 contains 36465 members 
Entering Unmasked Estep 
Score: -5031968.500000 Penalty: 1085.976196
	Iteration 9Q: 3 clusters Score -5031968 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118547 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -5033162.500000 Penalty: 1085.976196
	Iteration 10Q: 3 clusters Score -5033162 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121222 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -5034231.500000 Penalty: 1085.976196
	Iteration 11Q: 3 clusters Score -5034232 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123849 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -5035415.000000 Penalty: 1085.976196
	Iteration 12Q: 3 clusters Score -5035415 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126418 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -5036619.500000 Penalty: 1085.976196
	Iteration 13Q: 3 clusters Score -5036620 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128902 members 
Mstep: Class 2 contains 23428 members 
Entering Unmasked Estep 
Score: -5037755.000000 Penalty: 1085.976196
	Iteration 14Q: 3 clusters Score -5037755 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131235 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -5038831.500000 Penalty: 1085.976196
	Iteration 15Q: 3 clusters Score -5038832 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133458 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -5039996.000000 Penalty: 1085.976196
	Iteration 16Q: 3 clusters Score -5039996 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135474 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -5041022.000000 Penalty: 1085.976196
	Iteration 17Q: 3 clusters Score -5041022 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137307 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -5041902.000000 Penalty: 1085.976196
	Iteration 18Q: 3 clusters Score -5041902 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138941 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -5042775.000000 Penalty: 1085.976196
	Iteration 19Q: 3 clusters Score -5042775 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140357 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -5043464.000000 Penalty: 1085.976196
	Iteration 20F: 3 clusters Score -5043464 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141659 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -5044103.000000 Penalty: 1085.976196
	Iteration 21Q: 3 clusters Score -5044103 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142848 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -5044637.500000 Penalty: 1085.976196
	Iteration 22Q: 3 clusters Score -5044638 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143906 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -5045120.000000 Penalty: 1085.976196
	Iteration 23Q: 3 clusters Score -5045120 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144835 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -5045570.000000 Penalty: 1085.976196
	Iteration 24Q: 3 clusters Score -5045570 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145661 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -5045916.500000 Penalty: 1085.976196
	Iteration 25Q: 3 clusters Score -5045916 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146355 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -5046214.500000 Penalty: 1085.976196
	Iteration 26Q: 3 clusters Score -5046214 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146973 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -5046477.000000 Penalty: 1085.976196
	Iteration 27Q: 3 clusters Score -5046477 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147506 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -5046668.000000 Penalty: 1085.976196
	Iteration 28Q: 3 clusters Score -5046668 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147982 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -5046853.000000 Penalty: 1085.976196
	Iteration 29Q: 3 clusters Score -5046853 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148412 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -5046990.500000 Penalty: 1085.976196
	Iteration 30Q: 3 clusters Score -5046990 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148793 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -5047150.500000 Penalty: 1085.976196
	Iteration 31Q: 3 clusters Score -5047150 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149098 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -5047269.500000 Penalty: 1085.976196
	Iteration 32Q: 3 clusters Score -5047270 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149367 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5047374.500000 Penalty: 1085.976196
	Iteration 33Q: 3 clusters Score -5047374 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149588 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -5047449.500000 Penalty: 1085.976196
	Iteration 34Q: 3 clusters Score -5047450 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149776 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5047513.500000 Penalty: 1085.976196
	Iteration 35Q: 3 clusters Score -5047514 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149946 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -5047551.000000 Penalty: 1085.976196
	Iteration 36Q: 3 clusters Score -5047551 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150103 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5047594.500000 Penalty: 1085.976196
	Iteration 37Q: 3 clusters Score -5047594 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150227 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -5047617.500000 Penalty: 1085.976196
	Iteration 38Q: 3 clusters Score -5047618 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150349 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -5047653.000000 Penalty: 1085.976196
	Iteration 39Q: 3 clusters Score -5047653 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150457 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -5047675.000000 Penalty: 1085.976196
	Iteration 40F: 3 clusters Score -5047675 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150552 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -5047706.500000 Penalty: 1085.976196
	Iteration 41Q: 3 clusters Score -5047706 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150634 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -5047720.500000 Penalty: 1085.976196
	Iteration 42Q: 3 clusters Score -5047720 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150702 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -5047739.000000 Penalty: 1085.976196
	Iteration 43Q: 3 clusters Score -5047739 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150763 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5047748.000000 Penalty: 1085.976196
	Iteration 44Q: 3 clusters Score -5047748 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150822 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -5047759.000000 Penalty: 1085.976196
	Iteration 45Q: 3 clusters Score -5047759 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150886 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -5047777.000000 Penalty: 1085.976196
	Iteration 46Q: 3 clusters Score -5047777 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150950 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -5047788.000000 Penalty: 1085.976196
	Iteration 47Q: 3 clusters Score -5047788 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151012 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -5047790.500000 Penalty: 1085.976196
	Iteration 48Q: 3 clusters Score -5047790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151069 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -5047802.000000 Penalty: 1085.976196
	Iteration 49Q: 3 clusters Score -5047802 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151115 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -5047822.000000 Penalty: 1085.976196
	Iteration 50Q: 3 clusters Score -5047822 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151151 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5047819.000000 Penalty: 1085.976196
	Iteration 51Q: 3 clusters Score -5047819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151185 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -5047837.500000 Penalty: 1085.976196
	Iteration 52Q: 3 clusters Score -5047838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151204 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5047835.000000 Penalty: 1085.976196
	Iteration 53Q: 3 clusters Score -5047835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151224 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5047846.500000 Penalty: 1085.976196
	Iteration 54Q: 3 clusters Score -5047846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151237 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5047841.000000 Penalty: 1085.976196
	Iteration 55Q: 3 clusters Score -5047841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151245 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -5047842.000000 Penalty: 1085.976196
	Iteration 56Q: 3 clusters Score -5047842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151255 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -5047849.500000 Penalty: 1085.976196
	Iteration 57Q: 3 clusters Score -5047850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151262 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5047846.500000 Penalty: 1085.976196
	Iteration 58Q: 3 clusters Score -5047846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151268 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5047846.500000 Penalty: 1085.976196
	Iteration 59Q: 3 clusters Score -5047846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151275 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -5047843.500000 Penalty: 1085.976196
	Iteration 60F: 3 clusters Score -5047844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151278 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -5047845.500000 Penalty: 1085.976196
	Iteration 61Q: 3 clusters Score -5047846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151282 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -5047852.000000 Penalty: 1085.976196
	Iteration 62Q: 3 clusters Score -5047852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151285 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -5047845.000000 Penalty: 1085.976196
	Iteration 63Q: 3 clusters Score -5047845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151288 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -5047850.000000 Penalty: 1085.976196
	Iteration 64Q: 3 clusters Score -5047850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151293 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5047844.500000 Penalty: 1085.976196
	Iteration 65Q: 3 clusters Score -5047844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151302 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -5047852.500000 Penalty: 1085.976196
	Iteration 66Q: 3 clusters Score -5047852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151314 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5047851.500000 Penalty: 1085.976196
	Iteration 67Q: 3 clusters Score -5047852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151330 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -5047856.000000 Penalty: 1085.976196
	Iteration 68Q: 3 clusters Score -5047856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151340 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -5047857.000000 Penalty: 1085.976196
	Iteration 69Q: 3 clusters Score -5047857 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151353 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -5047865.000000 Penalty: 1085.976196
	Iteration 70Q: 3 clusters Score -5047865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151365 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5047871.000000 Penalty: 1085.976196
	Iteration 71Q: 3 clusters Score -5047871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151374 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5047880.000000 Penalty: 1085.976196
	Iteration 72Q: 3 clusters Score -5047880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151382 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5047883.500000 Penalty: 1085.976196
	Iteration 73Q: 3 clusters Score -5047884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151390 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -5047882.500000 Penalty: 1085.976196
	Iteration 74Q: 3 clusters Score -5047882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151397 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5047880.000000 Penalty: 1085.976196
	Iteration 75Q: 3 clusters Score -5047880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151398 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -5047877.500000 Penalty: 1085.976196
	Iteration 76Q: 3 clusters Score -5047878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151401 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5047877.500000 Penalty: 1085.976196
	Iteration 77Q: 3 clusters Score -5047878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151403 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5047880.000000 Penalty: 1085.976196
	Iteration 78Q: 3 clusters Score -5047880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151406 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -5047880.500000 Penalty: 1085.976196
	Iteration 79Q: 3 clusters Score -5047880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151410 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5047885.500000 Penalty: 1085.976196
	Iteration 80F: 3 clusters Score -5047886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151412 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5047882.500000 Penalty: 1085.976196
	Iteration 81Q: 3 clusters Score -5047882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151412 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -5047884.000000 Penalty: 1085.976196
	Iteration 82Q: 3 clusters Score -5047884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151413 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5047883.500000 Penalty: 1085.976196
	Iteration 83Q: 3 clusters Score -5047884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151413 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5047883.500000 Penalty: 1085.976196
	Iteration 84F: 3 clusters Score -5047884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7382 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Entering Unmasked Estep 
Score: -229289.859375 Penalty: 405.259399
	Iteration 0F: 2 clusters Score -229289.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -224326.734375 Penalty: 810.518799
	Iteration 0F: 3 clusters Score -224326.7 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -226355.484375 Penalty: 810.518799
	Iteration 1F: 3 clusters Score -226355.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -226599.531250 Penalty: 810.518799
	Iteration 2F: 3 clusters Score -226599.5 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -226851.890625 Penalty: 810.518799
	Iteration 3F: 3 clusters Score -226851.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -227070.218750 Penalty: 810.518799
	Iteration 4F: 3 clusters Score -227070.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -227267.671875 Penalty: 810.518799
	Iteration 5F: 3 clusters Score -227267.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -227461.515625 Penalty: 810.518799
	Iteration 6Q: 3 clusters Score -227461.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -227674.171875 Penalty: 810.518799
	Iteration 7Q: 3 clusters Score -227674.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -227929.656250 Penalty: 810.518799
	Iteration 8Q: 3 clusters Score -227929.7 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -228123.671875 Penalty: 810.518799
	Iteration 9Q: 3 clusters Score -228123.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -228261.781250 Penalty: 810.518799
	Iteration 10Q: 3 clusters Score -228261.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -228361.109375 Penalty: 810.518799
	Iteration 11Q: 3 clusters Score -228361.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -228444.281250 Penalty: 810.518799
	Iteration 12Q: 3 clusters Score -228444.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -228523.671875 Penalty: 810.518799
	Iteration 13Q: 3 clusters Score -228523.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -228577.812500 Penalty: 810.518799
	Iteration 14Q: 3 clusters Score -228577.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -228627.000000 Penalty: 810.518799
	Iteration 15Q: 3 clusters Score -228627 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -228665.125000 Penalty: 810.518799
	Iteration 16Q: 3 clusters Score -228665.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -228691.250000 Penalty: 810.518799
	Iteration 17Q: 3 clusters Score -228691.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -228717.437500 Penalty: 810.518799
	Iteration 18Q: 3 clusters Score -228717.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -228736.156250 Penalty: 810.518799
	Iteration 19Q: 3 clusters Score -228736.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -228759.531250 Penalty: 810.518799
	Iteration 20F: 3 clusters Score -228759.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -228782.125000 Penalty: 810.518799
	Iteration 21Q: 3 clusters Score -228782.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -228800.562500 Penalty: 810.518799
	Iteration 22Q: 3 clusters Score -228800.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -228821.734375 Penalty: 810.518799
	Iteration 23Q: 3 clusters Score -228821.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -228846.546875 Penalty: 810.518799
	Iteration 24Q: 3 clusters Score -228846.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -228872.375000 Penalty: 810.518799
	Iteration 25Q: 3 clusters Score -228872.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -228891.968750 Penalty: 810.518799
	Iteration 26Q: 3 clusters Score -228892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -228906.171875 Penalty: 810.518799
	Iteration 27Q: 3 clusters Score -228906.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -228925.234375 Penalty: 810.518799
	Iteration 28Q: 3 clusters Score -228925.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -228944.078125 Penalty: 810.518799
	Iteration 29Q: 3 clusters Score -228944.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -228961.359375 Penalty: 810.518799
	Iteration 30Q: 3 clusters Score -228961.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -228983.281250 Penalty: 810.518799
	Iteration 31Q: 3 clusters Score -228983.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -229004.546875 Penalty: 810.518799
	Iteration 32Q: 3 clusters Score -229004.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -229015.578125 Penalty: 810.518799
	Iteration 33Q: 3 clusters Score -229015.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -229029.000000 Penalty: 810.518799
	Iteration 34Q: 3 clusters Score -229029 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -229039.437500 Penalty: 810.518799
	Iteration 35Q: 3 clusters Score -229039.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -229045.828125 Penalty: 810.518799
	Iteration 36Q: 3 clusters Score -229045.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -229053.968750 Penalty: 810.518799
	Iteration 37Q: 3 clusters Score -229054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -229061.734375 Penalty: 810.518799
	Iteration 38Q: 3 clusters Score -229061.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -229068.765625 Penalty: 810.518799
	Iteration 39Q: 3 clusters Score -229068.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -229077.312500 Penalty: 810.518799
	Iteration 40F: 3 clusters Score -229077.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -229084.968750 Penalty: 810.518799
	Iteration 41Q: 3 clusters Score -229085 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -229094.218750 Penalty: 810.518799
	Iteration 42Q: 3 clusters Score -229094.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -229100.609375 Penalty: 810.518799
	Iteration 43Q: 3 clusters Score -229100.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -229103.531250 Penalty: 810.518799
	Iteration 44Q: 3 clusters Score -229103.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 7068 members 
Entering Unmasked Estep 
Score: -229103.625000 Penalty: 810.518799
	Iteration 45Q: 3 clusters Score -229103.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -229104.593750 Penalty: 810.518799
	Iteration 46Q: 3 clusters Score -229104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -229104.515625 Penalty: 810.518799
	Iteration 47Q: 3 clusters Score -229104.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -229104.515625 Penalty: 810.518799
	Iteration 48Q: 3 clusters Score -229104.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -229104.609375 Penalty: 810.518799
	Iteration 49Q: 3 clusters Score -229104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -229105.500000 Penalty: 810.518799
	Iteration 50Q: 3 clusters Score -229105.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -229105.968750 Penalty: 810.518799
	Iteration 51Q: 3 clusters Score -229106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -229106.140625 Penalty: 810.518799
	Iteration 52Q: 3 clusters Score -229106.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -229106.828125 Penalty: 810.518799
	Iteration 53Q: 3 clusters Score -229106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -229107.406250 Penalty: 810.518799
	Iteration 54Q: 3 clusters Score -229107.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -229107.500000 Penalty: 810.518799
	Iteration 55Q: 3 clusters Score -229107.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -229108.234375 Penalty: 810.518799
	Iteration 56Q: 3 clusters Score -229108.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -229109.359375 Penalty: 810.518799
	Iteration 57Q: 3 clusters Score -229109.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -229110.468750 Penalty: 810.518799
	Iteration 58Q: 3 clusters Score -229110.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -229110.687500 Penalty: 810.518799
	Iteration 59Q: 3 clusters Score -229110.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -229110.687500 Penalty: 810.518799
	Iteration 60F: 3 clusters Score -229110.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (58253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58253 members 
Entering Unmasked Estep 
Score: -1807630.000000 Penalty: 499.251099
	Iteration 0F: 2 clusters Score -1807630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29219 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -1768481.750000 Penalty: 998.502197
	Iteration 0F: 3 clusters Score -1768482 nChanged 28212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -1785842.750000 Penalty: 998.502197
	Iteration 1F: 3 clusters Score -1785843 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 27087 members 
Entering Unmasked Estep 
Score: -1787610.625000 Penalty: 998.502197
	Iteration 2F: 3 clusters Score -1787611 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -1790132.000000 Penalty: 998.502197
	Iteration 3F: 3 clusters Score -1790132 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -1793693.250000 Penalty: 998.502197
	Iteration 4F: 3 clusters Score -1793693 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -1797792.375000 Penalty: 998.502197
	Iteration 5F: 3 clusters Score -1797792 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37510 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -1800689.250000 Penalty: 998.502197
	Iteration 6F: 3 clusters Score -1800689 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -1802009.000000 Penalty: 998.502197
	Iteration 7Q: 3 clusters Score -1802009 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -1802589.750000 Penalty: 998.502197
	Iteration 8Q: 3 clusters Score -1802590 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39272 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -1802935.750000 Penalty: 998.502197
	Iteration 9Q: 3 clusters Score -1802936 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -1803199.500000 Penalty: 998.502197
	Iteration 10Q: 3 clusters Score -1803200 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40384 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -1803432.625000 Penalty: 998.502197
	Iteration 11Q: 3 clusters Score -1803433 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40911 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1803606.875000 Penalty: 998.502197
	Iteration 12Q: 3 clusters Score -1803607 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -1803771.750000 Penalty: 998.502197
	Iteration 13Q: 3 clusters Score -1803772 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41973 members 
Mstep: Class 2 contains 16280 members 
Entering Unmasked Estep 
Score: -1803913.125000 Penalty: 998.502197
	Iteration 14Q: 3 clusters Score -1803913 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -1804044.125000 Penalty: 998.502197
	Iteration 15Q: 3 clusters Score -1804044 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -1804157.625000 Penalty: 998.502197
	Iteration 16Q: 3 clusters Score -1804158 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -1804273.000000 Penalty: 998.502197
	Iteration 17Q: 3 clusters Score -1804273 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1804386.625000 Penalty: 998.502197
	Iteration 18Q: 3 clusters Score -1804387 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1804493.125000 Penalty: 998.502197
	Iteration 19Q: 3 clusters Score -1804493 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -1804625.625000 Penalty: 998.502197
	Iteration 20F: 3 clusters Score -1804626 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45481 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1804748.125000 Penalty: 998.502197
	Iteration 21Q: 3 clusters Score -1804748 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46019 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -1804889.750000 Penalty: 998.502197
	Iteration 22Q: 3 clusters Score -1804890 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46571 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -1805031.875000 Penalty: 998.502197
	Iteration 23Q: 3 clusters Score -1805032 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47115 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1805193.000000 Penalty: 998.502197
	Iteration 24Q: 3 clusters Score -1805193 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1805374.000000 Penalty: 998.502197
	Iteration 25Q: 3 clusters Score -1805374 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1805531.500000 Penalty: 998.502197
	Iteration 26Q: 3 clusters Score -1805532 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1805694.375000 Penalty: 998.502197
	Iteration 27Q: 3 clusters Score -1805694 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49337 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1805875.875000 Penalty: 998.502197
	Iteration 28Q: 3 clusters Score -1805876 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1806064.375000 Penalty: 998.502197
	Iteration 29Q: 3 clusters Score -1806064 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50472 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1806268.375000 Penalty: 998.502197
	Iteration 30Q: 3 clusters Score -1806268 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50990 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -1806439.000000 Penalty: 998.502197
	Iteration 31Q: 3 clusters Score -1806439 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1806588.250000 Penalty: 998.502197
	Iteration 32Q: 3 clusters Score -1806588 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1806718.250000 Penalty: 998.502197
	Iteration 33Q: 3 clusters Score -1806718 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1806833.375000 Penalty: 998.502197
	Iteration 34Q: 3 clusters Score -1806833 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52654 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1806943.875000 Penalty: 998.502197
	Iteration 35Q: 3 clusters Score -1806944 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52984 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1807036.750000 Penalty: 998.502197
	Iteration 36Q: 3 clusters Score -1807037 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53288 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1807107.125000 Penalty: 998.502197
	Iteration 37Q: 3 clusters Score -1807107 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53534 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1807162.250000 Penalty: 998.502197
	Iteration 38Q: 3 clusters Score -1807162 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1807201.375000 Penalty: 998.502197
	Iteration 39Q: 3 clusters Score -1807201 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1807235.500000 Penalty: 998.502197
	Iteration 40F: 3 clusters Score -1807236 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54100 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1807257.000000 Penalty: 998.502197
	Iteration 41Q: 3 clusters Score -1807257 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1807287.500000 Penalty: 998.502197
	Iteration 42Q: 3 clusters Score -1807288 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54384 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1807310.250000 Penalty: 998.502197
	Iteration 43Q: 3 clusters Score -1807310 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1807323.250000 Penalty: 998.502197
	Iteration 44Q: 3 clusters Score -1807323 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1807344.750000 Penalty: 998.502197
	Iteration 45Q: 3 clusters Score -1807345 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1807357.000000 Penalty: 998.502197
	Iteration 46Q: 3 clusters Score -1807357 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54805 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1807370.250000 Penalty: 998.502197
	Iteration 47Q: 3 clusters Score -1807370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1807384.625000 Penalty: 998.502197
	Iteration 48Q: 3 clusters Score -1807385 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -1807390.750000 Penalty: 998.502197
	Iteration 49Q: 3 clusters Score -1807391 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1807394.625000 Penalty: 998.502197
	Iteration 50Q: 3 clusters Score -1807395 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1807401.125000 Penalty: 998.502197
	Iteration 51Q: 3 clusters Score -1807401 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55146 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1807409.500000 Penalty: 998.502197
	Iteration 52Q: 3 clusters Score -1807410 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55197 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1807412.125000 Penalty: 998.502197
	Iteration 53Q: 3 clusters Score -1807412 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55247 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1807417.750000 Penalty: 998.502197
	Iteration 54Q: 3 clusters Score -1807418 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55298 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1807418.000000 Penalty: 998.502197
	Iteration 55Q: 3 clusters Score -1807418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -1807423.750000 Penalty: 998.502197
	Iteration 56Q: 3 clusters Score -1807424 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1807426.000000 Penalty: 998.502197
	Iteration 57Q: 3 clusters Score -1807426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1807434.250000 Penalty: 998.502197
	Iteration 58Q: 3 clusters Score -1807434 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55463 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1807430.375000 Penalty: 998.502197
	Iteration 59Q: 3 clusters Score -1807430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55493 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1807435.125000 Penalty: 998.502197
	Iteration 60F: 3 clusters Score -1807435 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1807437.750000 Penalty: 998.502197
	Iteration 61Q: 3 clusters Score -1807438 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55546 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1807439.250000 Penalty: 998.502197
	Iteration 62Q: 3 clusters Score -1807439 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55569 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1807443.875000 Penalty: 998.502197
	Iteration 63Q: 3 clusters Score -1807444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1807448.000000 Penalty: 998.502197
	Iteration 64Q: 3 clusters Score -1807448 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55644 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1807460.375000 Penalty: 998.502197
	Iteration 65Q: 3 clusters Score -1807460 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55678 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1807464.375000 Penalty: 998.502197
	Iteration 66Q: 3 clusters Score -1807464 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1807465.375000 Penalty: 998.502197
	Iteration 67Q: 3 clusters Score -1807465 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55728 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1807466.250000 Penalty: 998.502197
	Iteration 68Q: 3 clusters Score -1807466 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1807466.250000 Penalty: 998.502197
	Iteration 69Q: 3 clusters Score -1807466 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1807466.750000 Penalty: 998.502197
	Iteration 70Q: 3 clusters Score -1807467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55780 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1807464.625000 Penalty: 998.502197
	Iteration 71Q: 3 clusters Score -1807465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1807468.000000 Penalty: 998.502197
	Iteration 72Q: 3 clusters Score -1807468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55807 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1807469.125000 Penalty: 998.502197
	Iteration 73Q: 3 clusters Score -1807469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55819 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1807470.375000 Penalty: 998.502197
	Iteration 74Q: 3 clusters Score -1807470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55829 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1807470.125000 Penalty: 998.502197
	Iteration 75Q: 3 clusters Score -1807470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55837 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1807471.250000 Penalty: 998.502197
	Iteration 76Q: 3 clusters Score -1807471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55846 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1807470.625000 Penalty: 998.502197
	Iteration 77Q: 3 clusters Score -1807471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55852 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1807472.625000 Penalty: 998.502197
	Iteration 78Q: 3 clusters Score -1807473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1807468.875000 Penalty: 998.502197
	Iteration 79Q: 3 clusters Score -1807469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55861 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1807471.375000 Penalty: 998.502197
	Iteration 80F: 3 clusters Score -1807471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1807470.875000 Penalty: 998.502197
	Iteration 81Q: 3 clusters Score -1807471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1807471.125000 Penalty: 998.502197
	Iteration 82Q: 3 clusters Score -1807471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1807470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55892 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1807468.125000 Penalty: 998.502197
	Iteration 84Q: 3 clusters Score -1807468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55894 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1807467.500000 Penalty: 998.502197
	Iteration 85Q: 3 clusters Score -1807468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1807469.500000 Penalty: 998.502197
	Iteration 86Q: 3 clusters Score -1807470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1807471.250000 Penalty: 998.502197
	Iteration 87Q: 3 clusters Score -1807471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55899 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1807471.250000 Penalty: 998.502197
	Iteration 88F: 3 clusters Score -1807471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (117162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117162 members 
Entering Unmasked Estep 
Score: -3866827.000000 Penalty: 531.044739
	Iteration 0F: 2 clusters Score -3866827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58845 members 
Mstep: Class 2 contains 58317 members 
Entering Unmasked Estep 
Score: -3787355.750000 Penalty: 1062.089478
	Iteration 0F: 3 clusters Score -3787356 nChanged 57554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66739 members 
Mstep: Class 2 contains 50423 members 
Entering Unmasked Estep 
Score: -3821691.250000 Penalty: 1062.089478
	Iteration 1F: 3 clusters Score -3821691 nChanged 5830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72377 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -3824385.500000 Penalty: 1062.089478
	Iteration 2Q: 3 clusters Score -3824386 nChanged 8776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -3830197.750000 Penalty: 1062.089478
	Iteration 3F: 3 clusters Score -3830198 nChanged 11967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93078 members 
Mstep: Class 2 contains 24084 members 
Entering Unmasked Estep 
Score: -3840784.750000 Penalty: 1062.089478
	Iteration 4F: 3 clusters Score -3840785 nChanged 12275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105353 members 
Mstep: Class 2 contains 11809 members 
Entering Unmasked Estep 
Score: -3853704.250000 Penalty: 1062.089478
	Iteration 5F: 3 clusters Score -3853704 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113480 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -3862621.250000 Penalty: 1062.089478
	Iteration 6F: 3 clusters Score -3862621 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116454 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3865644.250000 Penalty: 1062.089478
	Iteration 7Q: 3 clusters Score -3865644 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117035 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -3866219.250000 Penalty: 1062.089478
	Iteration 8Q: 3 clusters Score -3866219 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117117 members 
Mstep: Class 2 contains 45 members 
Entering Unmasked Estep 
Score: -3866314.250000 Penalty: 1062.089478
	Iteration 9Q: 3 clusters Score -3866314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117126 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -3866332.500000 Penalty: 1062.089478
	Iteration 10Q: 3 clusters Score -3866332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117129 members 
Mstep: Class 2 contains 33 members 
Entering Unmasked Estep 
Score: -3866341.500000 Penalty: 1062.089478
	Iteration 11Q: 3 clusters Score -3866342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3866350.250000 Penalty: 1062.089478
	Iteration 12Q: 3 clusters Score -3866350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117133 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3866351.250000 Penalty: 1062.089478
	Iteration 13Q: 3 clusters Score -3866351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117134 members 
Mstep: Class 2 contains 28 members 
Entering Unmasked Estep 
Score: -3866353.250000 Penalty: 1062.089478
	Iteration 14Q: 3 clusters Score -3866353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117133 members 
Mstep: Class 2 contains 29 members 
Entering Unmasked Estep 
Score: -3866355.250000 Penalty: 1062.089478
	Iteration 15Q: 3 clusters Score -3866355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3866357.250000 Penalty: 1062.089478
	Iteration 16Q: 3 clusters Score -3866357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117132 members 
Mstep: Class 2 contains 30 members 
Entering Unmasked Estep 
Score: -3866357.250000 Penalty: 1062.089478
	Iteration 17F: 3 clusters Score -3866357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Entering Unmasked Estep 
Score: -247381.781250 Penalty: 409.622894
	Iteration 0F: 2 clusters Score -247381.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -241959.218750 Penalty: 819.245789
	Iteration 0F: 3 clusters Score -241959.2 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -244299.296875 Penalty: 819.245789
	Iteration 1F: 3 clusters Score -244299.3 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -244760.828125 Penalty: 819.245789
	Iteration 2F: 3 clusters Score -244760.8 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -245398.156250 Penalty: 819.245789
	Iteration 3F: 3 clusters Score -245398.2 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -246001.718750 Penalty: 819.245789
	Iteration 4F: 3 clusters Score -246001.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -246481.796875 Penalty: 819.245789
	Iteration 5F: 3 clusters Score -246481.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -246777.937500 Penalty: 819.245789
	Iteration 6Q: 3 clusters Score -246777.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -246912.625000 Penalty: 819.245789
	Iteration 7Q: 3 clusters Score -246912.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -246981.515625 Penalty: 819.245789
	Iteration 8Q: 3 clusters Score -246981.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -247023.484375 Penalty: 819.245789
	Iteration 9Q: 3 clusters Score -247023.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -247036.656250 Penalty: 819.245789
	Iteration 10Q: 3 clusters Score -247036.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -247044.781250 Penalty: 819.245789
	Iteration 11Q: 3 clusters Score -247044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -247044.562500 Penalty: 819.245789
	Iteration 12Q: 3 clusters Score -247044.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -247044.562500 Penalty: 819.245789
	Iteration 13F: 3 clusters Score -247044.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Entering Unmasked Estep 
Score: -201659.609375 Penalty: 401.696472
	Iteration 0F: 2 clusters Score -201659.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -197114.718750 Penalty: 803.392944
	Iteration 0F: 3 clusters Score -197114.7 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -198987.250000 Penalty: 803.392944
	Iteration 1F: 3 clusters Score -198987.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -199288.093750 Penalty: 803.392944
	Iteration 2F: 3 clusters Score -199288.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -199580.234375 Penalty: 803.392944
	Iteration 3F: 3 clusters Score -199580.2 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -199864.984375 Penalty: 803.392944
	Iteration 4F: 3 clusters Score -199865 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -200140.359375 Penalty: 803.392944
	Iteration 5F: 3 clusters Score -200140.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -200354.062500 Penalty: 803.392944
	Iteration 6F: 3 clusters Score -200354.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -200491.937500 Penalty: 803.392944
	Iteration 7Q: 3 clusters Score -200491.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -200606.796875 Penalty: 803.392944
	Iteration 8Q: 3 clusters Score -200606.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -200693.796875 Penalty: 803.392944
	Iteration 9Q: 3 clusters Score -200693.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -200762.359375 Penalty: 803.392944
	Iteration 10Q: 3 clusters Score -200762.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -200834.734375 Penalty: 803.392944
	Iteration 11Q: 3 clusters Score -200834.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -200900.125000 Penalty: 803.392944
	Iteration 12Q: 3 clusters Score -200900.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -200961.562500 Penalty: 803.392944
	Iteration 13Q: 3 clusters Score -200961.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -201008.812500 Penalty: 803.392944
	Iteration 14Q: 3 clusters Score -201008.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -201049.843750 Penalty: 803.392944
	Iteration 15Q: 3 clusters Score -201049.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -201091.937500 Penalty: 803.392944
	Iteration 16Q: 3 clusters Score -201091.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -201139.218750 Penalty: 803.392944
	Iteration 17Q: 3 clusters Score -201139.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -201177.875000 Penalty: 803.392944
	Iteration 18Q: 3 clusters Score -201177.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -201207.640625 Penalty: 803.392944
	Iteration 19Q: 3 clusters Score -201207.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -201230.937500 Penalty: 803.392944
	Iteration 20F: 3 clusters Score -201230.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -201250.500000 Penalty: 803.392944
	Iteration 21Q: 3 clusters Score -201250.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -201263.140625 Penalty: 803.392944
	Iteration 22Q: 3 clusters Score -201263.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -201276.156250 Penalty: 803.392944
	Iteration 23Q: 3 clusters Score -201276.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -201290.500000 Penalty: 803.392944
	Iteration 24Q: 3 clusters Score -201290.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -201305.546875 Penalty: 803.392944
	Iteration 25Q: 3 clusters Score -201305.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -201318.062500 Penalty: 803.392944
	Iteration 26Q: 3 clusters Score -201318.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -201326.000000 Penalty: 803.392944
	Iteration 27Q: 3 clusters Score -201326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -201335.734375 Penalty: 803.392944
	Iteration 28Q: 3 clusters Score -201335.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -201343.578125 Penalty: 803.392944
	Iteration 29Q: 3 clusters Score -201343.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -201349.875000 Penalty: 803.392944
	Iteration 30Q: 3 clusters Score -201349.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -201353.328125 Penalty: 803.392944
	Iteration 31Q: 3 clusters Score -201353.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -201355.843750 Penalty: 803.392944
	Iteration 32Q: 3 clusters Score -201355.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -201357.843750 Penalty: 803.392944
	Iteration 33Q: 3 clusters Score -201357.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -201359.093750 Penalty: 803.392944
	Iteration 34Q: 3 clusters Score -201359.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -201362.046875 Penalty: 803.392944
	Iteration 35Q: 3 clusters Score -201362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -201364.250000 Penalty: 803.392944
	Iteration 36Q: 3 clusters Score -201364.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -201365.296875 Penalty: 803.392944
	Iteration 37Q: 3 clusters Score -201365.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -201366.109375 Penalty: 803.392944
	Iteration 38Q: 3 clusters Score -201366.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -201365.843750 Penalty: 803.392944
	Iteration 39Q: 3 clusters Score -201365.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -201366.640625 Penalty: 803.392944
	Iteration 40F: 3 clusters Score -201366.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -201366.812500 Penalty: 803.392944
	Iteration 41Q: 3 clusters Score -201366.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -201366.765625 Penalty: 803.392944
	Iteration 42Q: 3 clusters Score -201366.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -201366.765625 Penalty: 803.392944
	Iteration 43F: 3 clusters Score -201366.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Entering Unmasked Estep 
Score: -817289.125000 Penalty: 462.057129
	Iteration 0F: 2 clusters Score -817289.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -800074.937500 Penalty: 924.114258
	Iteration 0F: 3 clusters Score -800074.9 nChanged 12282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -808533.062500 Penalty: 924.114258
	Iteration 1F: 3 clusters Score -808533.1 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -810250.812500 Penalty: 924.114258
	Iteration 2F: 3 clusters Score -810250.8 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -812175.250000 Penalty: 924.114258
	Iteration 3F: 3 clusters Score -812175.2 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -814089.750000 Penalty: 924.114258
	Iteration 4F: 3 clusters Score -814089.8 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -815921.812500 Penalty: 924.114258
	Iteration 5F: 3 clusters Score -815921.8 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -817122.375000 Penalty: 924.114258
	Iteration 6F: 3 clusters Score -817122.4 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -817614.187500 Penalty: 924.114258
	Iteration 7Q: 3 clusters Score -817614.2 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -817740.625000 Penalty: 924.114258
	Iteration 8Q: 3 clusters Score -817740.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -817797.125000 Penalty: 924.114258
	Iteration 9Q: 3 clusters Score -817797.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -817823.312500 Penalty: 924.114258
	Iteration 10Q: 3 clusters Score -817823.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -817845.187500 Penalty: 924.114258
	Iteration 11Q: 3 clusters Score -817845.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -817857.000000 Penalty: 924.114258
	Iteration 12Q: 3 clusters Score -817857 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -817867.500000 Penalty: 924.114258
	Iteration 13Q: 3 clusters Score -817867.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -817877.687500 Penalty: 924.114258
	Iteration 14Q: 3 clusters Score -817877.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -817888.937500 Penalty: 924.114258
	Iteration 15Q: 3 clusters Score -817888.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -817894.562500 Penalty: 924.114258
	Iteration 16Q: 3 clusters Score -817894.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -817906.000000 Penalty: 924.114258
	Iteration 17Q: 3 clusters Score -817906 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -817908.437500 Penalty: 924.114258
	Iteration 18Q: 3 clusters Score -817908.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -817921.187500 Penalty: 924.114258
	Iteration 19Q: 3 clusters Score -817921.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18711 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -817930.125000 Penalty: 924.114258
	Iteration 20F: 3 clusters Score -817930.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -817936.500000 Penalty: 924.114258
	Iteration 21Q: 3 clusters Score -817936.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -817942.562500 Penalty: 924.114258
	Iteration 22Q: 3 clusters Score -817942.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -817945.250000 Penalty: 924.114258
	Iteration 23Q: 3 clusters Score -817945.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -817951.000000 Penalty: 924.114258
	Iteration 24Q: 3 clusters Score -817951 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -817955.937500 Penalty: 924.114258
	Iteration 25Q: 3 clusters Score -817955.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -817967.812500 Penalty: 924.114258
	Iteration 26Q: 3 clusters Score -817967.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -817972.625000 Penalty: 924.114258
	Iteration 27Q: 3 clusters Score -817972.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -817978.312500 Penalty: 924.114258
	Iteration 28Q: 3 clusters Score -817978.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -817991.000000 Penalty: 924.114258
	Iteration 29Q: 3 clusters Score -817991 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -817995.500000 Penalty: 924.114258
	Iteration 30Q: 3 clusters Score -817995.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -818002.750000 Penalty: 924.114258
	Iteration 31Q: 3 clusters Score -818002.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -818012.250000 Penalty: 924.114258
	Iteration 32Q: 3 clusters Score -818012.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -818019.187500 Penalty: 924.114258
	Iteration 33Q: 3 clusters Score -818019.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -818022.312500 Penalty: 924.114258
	Iteration 34Q: 3 clusters Score -818022.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -818024.562500 Penalty: 924.114258
	Iteration 35Q: 3 clusters Score -818024.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -818034.437500 Penalty: 924.114258
	Iteration 36Q: 3 clusters Score -818034.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -818035.812500 Penalty: 924.114258
	Iteration 37Q: 3 clusters Score -818035.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -818038.500000 Penalty: 924.114258
	Iteration 38Q: 3 clusters Score -818038.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -818039.250000 Penalty: 924.114258
	Iteration 39Q: 3 clusters Score -818039.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -818040.500000 Penalty: 924.114258
	Iteration 40F: 3 clusters Score -818040.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -818044.375000 Penalty: 924.114258
	Iteration 41Q: 3 clusters Score -818044.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -818047.812500 Penalty: 924.114258
	Iteration 42Q: 3 clusters Score -818047.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -818046.000000 Penalty: 924.114258
	Iteration 43Q: 3 clusters Score -818046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -818052.312500 Penalty: 924.114258
	Iteration 44Q: 3 clusters Score -818052.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -818054.250000 Penalty: 924.114258
	Iteration 45Q: 3 clusters Score -818054.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -818055.187500 Penalty: 924.114258
	Iteration 46Q: 3 clusters Score -818055.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -818057.937500 Penalty: 924.114258
	Iteration 47Q: 3 clusters Score -818057.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -818057.750000 Penalty: 924.114258
	Iteration 48Q: 3 clusters Score -818057.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -818058.625000 Penalty: 924.114258
	Iteration 49Q: 3 clusters Score -818058.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -818057.812500 Penalty: 924.114258
	Iteration 50Q: 3 clusters Score -818057.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -818059.062500 Penalty: 924.114258
	Iteration 51Q: 3 clusters Score -818059.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -818057.687500 Penalty: 924.114258
	Iteration 52Q: 3 clusters Score -818057.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -818056.562500 Penalty: 924.114258
	Iteration 53Q: 3 clusters Score -818056.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -818057.750000 Penalty: 924.114258
	Iteration 54Q: 3 clusters Score -818057.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20265 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -818056.437500 Penalty: 924.114258
	Iteration 55Q: 3 clusters Score -818056.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -818057.312500 Penalty: 924.114258
	Iteration 56Q: 3 clusters Score -818057.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -818058.250000 Penalty: 924.114258
	Iteration 57Q: 3 clusters Score -818058.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -818057.062500 Penalty: 924.114258
	Iteration 58Q: 3 clusters Score -818057.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -818057.625000 Penalty: 924.114258
	Iteration 59Q: 3 clusters Score -818057.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20278 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -818057.500000 Penalty: 924.114258
	Iteration 60F: 3 clusters Score -818057.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -818056.062500 Penalty: 924.114258
	Iteration 61Q: 3 clusters Score -818056.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -818057.250000 Penalty: 924.114258
	Iteration 62Q: 3 clusters Score -818057.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -818055.750000 Penalty: 924.114258
	Iteration 63Q: 3 clusters Score -818055.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -818055.562500 Penalty: 924.114258
	Iteration 64Q: 3 clusters Score -818055.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -818055.375000 Penalty: 924.114258
	Iteration 65Q: 3 clusters Score -818055.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -818056.500000 Penalty: 924.114258
	Iteration 66Q: 3 clusters Score -818056.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -818056.500000 Penalty: 924.114258
	Iteration 67F: 3 clusters Score -818056.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 152330 members 
Mstep: Class 2 contains 7382 members 
Mstep: Class 3 contains 58253 members 
Mstep: Class 4 contains 117162 members 
Mstep: Class 5 contains 8125 members 
Mstep: Class 6 contains 6826 members 
Mstep: Class 7 contains 20308 members 
Mstep: Class 8 contains 62952 members 
Mstep: Class 9 contains 16783 members 
Mstep: Class 10 contains 511 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 4122 members 
Mstep: Class 13 contains 34214 members 
Mstep: Class 14 contains 2110 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 1798 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 2442 members 
Mstep: Class 19 contains 5414 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 21 contains 9663 members 
Entering Unmasked Estep 
Score: -15731974.000000 Penalty: 12581.587891
Splitting cluster 7 changes total score from -15731229.000000 to -15731974.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 8 (62952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62952 members 
Entering Unmasked Estep 
Score: -1968810.000000 Penalty: 502.780823
	Iteration 0F: 2 clusters Score -1968810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31525 members 
Mstep: Class 2 contains 31427 members 
Entering Unmasked Estep 
Score: -1926371.375000 Penalty: 1005.561646
	Iteration 0F: 3 clusters Score -1926371 nChanged 30562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -1945094.750000 Penalty: 1005.561646
	Iteration 1F: 3 clusters Score -1945095 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35657 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -1946334.750000 Penalty: 1005.561646
	Iteration 2Q: 3 clusters Score -1946335 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37916 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -1948127.125000 Penalty: 1005.561646
	Iteration 3F: 3 clusters Score -1948127 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -1950772.000000 Penalty: 1005.561646
	Iteration 4F: 3 clusters Score -1950772 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -1954304.750000 Penalty: 1005.561646
	Iteration 5F: 3 clusters Score -1954305 nChanged 4237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -1958003.875000 Penalty: 1005.561646
	Iteration 6F: 3 clusters Score -1958004 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1960818.375000 Penalty: 1005.561646
	Iteration 7F: 3 clusters Score -1960818 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -1962392.000000 Penalty: 1005.561646
	Iteration 8Q: 3 clusters Score -1962392 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1963438.500000 Penalty: 1005.561646
	Iteration 9Q: 3 clusters Score -1963438 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53850 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1964210.625000 Penalty: 1005.561646
	Iteration 10Q: 3 clusters Score -1964211 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54974 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1964853.750000 Penalty: 1005.561646
	Iteration 11Q: 3 clusters Score -1964854 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1965363.500000 Penalty: 1005.561646
	Iteration 12Q: 3 clusters Score -1965364 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56866 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -1965822.250000 Penalty: 1005.561646
	Iteration 13Q: 3 clusters Score -1965822 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57642 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1966200.875000 Penalty: 1005.561646
	Iteration 14Q: 3 clusters Score -1966201 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58359 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1966527.125000 Penalty: 1005.561646
	Iteration 15Q: 3 clusters Score -1966527 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58992 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1966814.375000 Penalty: 1005.561646
	Iteration 16Q: 3 clusters Score -1966814 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59567 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1967072.375000 Penalty: 1005.561646
	Iteration 17Q: 3 clusters Score -1967072 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60098 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1967337.625000 Penalty: 1005.561646
	Iteration 18Q: 3 clusters Score -1967338 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60581 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1967572.250000 Penalty: 1005.561646
	Iteration 19Q: 3 clusters Score -1967572 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60978 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1967744.000000 Penalty: 1005.561646
	Iteration 20F: 3 clusters Score -1967744 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1967905.375000 Penalty: 1005.561646
	Iteration 21Q: 3 clusters Score -1967905 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61577 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1968037.375000 Penalty: 1005.561646
	Iteration 22Q: 3 clusters Score -1968037 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61787 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1968140.750000 Penalty: 1005.561646
	Iteration 23Q: 3 clusters Score -1968141 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61959 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1968214.875000 Penalty: 1005.561646
	Iteration 24Q: 3 clusters Score -1968215 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1968280.000000 Penalty: 1005.561646
	Iteration 25Q: 3 clusters Score -1968280 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62208 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1968333.375000 Penalty: 1005.561646
	Iteration 26Q: 3 clusters Score -1968333 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62297 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1968370.250000 Penalty: 1005.561646
	Iteration 27Q: 3 clusters Score -1968370 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62357 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1968386.125000 Penalty: 1005.561646
	Iteration 28Q: 3 clusters Score -1968386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62399 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1968402.000000 Penalty: 1005.561646
	Iteration 29Q: 3 clusters Score -1968402 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62428 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1968406.500000 Penalty: 1005.561646
	Iteration 30Q: 3 clusters Score -1968406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62444 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1968405.250000 Penalty: 1005.561646
	Iteration 31Q: 3 clusters Score -1968405 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62457 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -1968406.750000 Penalty: 1005.561646
	Iteration 32Q: 3 clusters Score -1968407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62468 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1968409.875000 Penalty: 1005.561646
	Iteration 33Q: 3 clusters Score -1968410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62475 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1968413.875000 Penalty: 1005.561646
	Iteration 34Q: 3 clusters Score -1968414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62487 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1968419.000000 Penalty: 1005.561646
	Iteration 35Q: 3 clusters Score -1968419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62496 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1968421.375000 Penalty: 1005.561646
	Iteration 36Q: 3 clusters Score -1968421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62504 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1968425.750000 Penalty: 1005.561646
	Iteration 37Q: 3 clusters Score -1968426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62511 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1968429.875000 Penalty: 1005.561646
	Iteration 38Q: 3 clusters Score -1968430 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62522 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1968436.875000 Penalty: 1005.561646
	Iteration 39Q: 3 clusters Score -1968437 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62530 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1968441.875000 Penalty: 1005.561646
	Iteration 40F: 3 clusters Score -1968442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62534 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1968441.500000 Penalty: 1005.561646
	Iteration 41Q: 3 clusters Score -1968442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62539 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1968445.500000 Penalty: 1005.561646
	Iteration 42Q: 3 clusters Score -1968446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -1968449.125000 Penalty: 1005.561646
	Iteration 43Q: 3 clusters Score -1968449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62557 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1968448.125000 Penalty: 1005.561646
	Iteration 44Q: 3 clusters Score -1968448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62562 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -1968450.500000 Penalty: 1005.561646
	Iteration 45Q: 3 clusters Score -1968450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62569 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1968452.875000 Penalty: 1005.561646
	Iteration 46Q: 3 clusters Score -1968453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62573 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1968454.750000 Penalty: 1005.561646
	Iteration 47Q: 3 clusters Score -1968455 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62577 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1968456.125000 Penalty: 1005.561646
	Iteration 48Q: 3 clusters Score -1968456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62578 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1968459.000000 Penalty: 1005.561646
	Iteration 49Q: 3 clusters Score -1968459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1968459.625000 Penalty: 1005.561646
	Iteration 50Q: 3 clusters Score -1968460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62579 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -1968459.625000 Penalty: 1005.561646
	Iteration 51F: 3 clusters Score -1968460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Entering Unmasked Estep 
Score: -537884.437500 Penalty: 442.629547
	Iteration 0F: 2 clusters Score -537884.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -526699.500000 Penalty: 885.259094
	Iteration 0F: 3 clusters Score -526699.5 nChanged 8022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -531740.625000 Penalty: 885.259094
	Iteration 1F: 3 clusters Score -531740.6 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -532216.562500 Penalty: 885.259094
	Iteration 2F: 3 clusters Score -532216.6 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -532792.000000 Penalty: 885.259094
	Iteration 3F: 3 clusters Score -532792 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -533476.812500 Penalty: 885.259094
	Iteration 4F: 3 clusters Score -533476.8 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -534215.875000 Penalty: 885.259094
	Iteration 5F: 3 clusters Score -534215.9 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -534824.625000 Penalty: 885.259094
	Iteration 6F: 3 clusters Score -534824.6 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -535140.437500 Penalty: 885.259094
	Iteration 7Q: 3 clusters Score -535140.4 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -535328.187500 Penalty: 885.259094
	Iteration 8Q: 3 clusters Score -535328.2 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -535458.812500 Penalty: 885.259094
	Iteration 9Q: 3 clusters Score -535458.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -535564.937500 Penalty: 885.259094
	Iteration 10Q: 3 clusters Score -535564.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -535677.000000 Penalty: 885.259094
	Iteration 11Q: 3 clusters Score -535677 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -535766.875000 Penalty: 885.259094
	Iteration 12Q: 3 clusters Score -535766.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -535857.937500 Penalty: 885.259094
	Iteration 13Q: 3 clusters Score -535857.9 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -535958.562500 Penalty: 885.259094
	Iteration 14Q: 3 clusters Score -535958.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -536056.187500 Penalty: 885.259094
	Iteration 15Q: 3 clusters Score -536056.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -536158.187500 Penalty: 885.259094
	Iteration 16Q: 3 clusters Score -536158.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -536270.625000 Penalty: 885.259094
	Iteration 17Q: 3 clusters Score -536270.6 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -536369.875000 Penalty: 885.259094
	Iteration 18Q: 3 clusters Score -536369.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -536452.125000 Penalty: 885.259094
	Iteration 19Q: 3 clusters Score -536452.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -536514.062500 Penalty: 885.259094
	Iteration 20F: 3 clusters Score -536514.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12272 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -536572.000000 Penalty: 885.259094
	Iteration 21Q: 3 clusters Score -536572 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -536628.687500 Penalty: 885.259094
	Iteration 22Q: 3 clusters Score -536628.7 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12602 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -536694.125000 Penalty: 885.259094
	Iteration 23Q: 3 clusters Score -536694.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -536750.187500 Penalty: 885.259094
	Iteration 24Q: 3 clusters Score -536750.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -536805.187500 Penalty: 885.259094
	Iteration 25Q: 3 clusters Score -536805.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -536857.937500 Penalty: 885.259094
	Iteration 26Q: 3 clusters Score -536857.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -536918.437500 Penalty: 885.259094
	Iteration 27Q: 3 clusters Score -536918.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -536976.750000 Penalty: 885.259094
	Iteration 28Q: 3 clusters Score -536976.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -537031.562500 Penalty: 885.259094
	Iteration 29Q: 3 clusters Score -537031.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -537094.937500 Penalty: 885.259094
	Iteration 30Q: 3 clusters Score -537094.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -537141.687500 Penalty: 885.259094
	Iteration 31Q: 3 clusters Score -537141.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -537177.875000 Penalty: 885.259094
	Iteration 32Q: 3 clusters Score -537177.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -537213.500000 Penalty: 885.259094
	Iteration 33Q: 3 clusters Score -537213.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -537249.375000 Penalty: 885.259094
	Iteration 34Q: 3 clusters Score -537249.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -537277.062500 Penalty: 885.259094
	Iteration 35Q: 3 clusters Score -537277.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -537299.687500 Penalty: 885.259094
	Iteration 36Q: 3 clusters Score -537299.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -537319.875000 Penalty: 885.259094
	Iteration 37Q: 3 clusters Score -537319.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -537334.375000 Penalty: 885.259094
	Iteration 38Q: 3 clusters Score -537334.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -537345.187500 Penalty: 885.259094
	Iteration 39Q: 3 clusters Score -537345.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -537357.812500 Penalty: 885.259094
	Iteration 40F: 3 clusters Score -537357.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -537368.187500 Penalty: 885.259094
	Iteration 41Q: 3 clusters Score -537368.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -537380.250000 Penalty: 885.259094
	Iteration 42Q: 3 clusters Score -537380.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -537397.375000 Penalty: 885.259094
	Iteration 43Q: 3 clusters Score -537397.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -537410.375000 Penalty: 885.259094
	Iteration 44Q: 3 clusters Score -537410.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -537424.125000 Penalty: 885.259094
	Iteration 45Q: 3 clusters Score -537424.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -537434.125000 Penalty: 885.259094
	Iteration 46Q: 3 clusters Score -537434.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -537442.187500 Penalty: 885.259094
	Iteration 47Q: 3 clusters Score -537442.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -537453.437500 Penalty: 885.259094
	Iteration 48Q: 3 clusters Score -537453.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -537468.687500 Penalty: 885.259094
	Iteration 49Q: 3 clusters Score -537468.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -537479.500000 Penalty: 885.259094
	Iteration 50Q: 3 clusters Score -537479.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -537488.875000 Penalty: 885.259094
	Iteration 51Q: 3 clusters Score -537488.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -537497.250000 Penalty: 885.259094
	Iteration 52Q: 3 clusters Score -537497.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -537501.687500 Penalty: 885.259094
	Iteration 53Q: 3 clusters Score -537501.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -537506.625000 Penalty: 885.259094
	Iteration 54Q: 3 clusters Score -537506.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -537513.187500 Penalty: 885.259094
	Iteration 55Q: 3 clusters Score -537513.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -537518.062500 Penalty: 885.259094
	Iteration 56Q: 3 clusters Score -537518.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -537522.187500 Penalty: 885.259094
	Iteration 57Q: 3 clusters Score -537522.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -537527.625000 Penalty: 885.259094
	Iteration 58Q: 3 clusters Score -537527.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -537531.375000 Penalty: 885.259094
	Iteration 59Q: 3 clusters Score -537531.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -537536.625000 Penalty: 885.259094
	Iteration 60F: 3 clusters Score -537536.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -537538.687500 Penalty: 885.259094
	Iteration 61Q: 3 clusters Score -537538.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -537542.375000 Penalty: 885.259094
	Iteration 62Q: 3 clusters Score -537542.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -537544.562500 Penalty: 885.259094
	Iteration 63Q: 3 clusters Score -537544.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -537547.687500 Penalty: 885.259094
	Iteration 64Q: 3 clusters Score -537547.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -537549.437500 Penalty: 885.259094
	Iteration 65Q: 3 clusters Score -537549.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -537551.312500 Penalty: 885.259094
	Iteration 66Q: 3 clusters Score -537551.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -537553.812500 Penalty: 885.259094
	Iteration 67Q: 3 clusters Score -537553.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -537556.000000 Penalty: 885.259094
	Iteration 68Q: 3 clusters Score -537556 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -537557.750000 Penalty: 885.259094
	Iteration 69Q: 3 clusters Score -537557.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -537560.562500 Penalty: 885.259094
	Iteration 70Q: 3 clusters Score -537560.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -537563.000000 Penalty: 885.259094
	Iteration 71Q: 3 clusters Score -537563 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -537563.562500 Penalty: 885.259094
	Iteration 72Q: 3 clusters Score -537563.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -537565.187500 Penalty: 885.259094
	Iteration 73Q: 3 clusters Score -537565.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -537565.812500 Penalty: 885.259094
	Iteration 74Q: 3 clusters Score -537565.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -537567.625000 Penalty: 885.259094
	Iteration 75Q: 3 clusters Score -537567.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -537567.937500 Penalty: 885.259094
	Iteration 76Q: 3 clusters Score -537567.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -537568.437500 Penalty: 885.259094
	Iteration 77Q: 3 clusters Score -537568.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -537567.937500 Penalty: 885.259094
	Iteration 78Q: 3 clusters Score -537567.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -537569.062500 Penalty: 885.259094
	Iteration 79Q: 3 clusters Score -537569.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -537569.562500 Penalty: 885.259094
	Iteration 80F: 3 clusters Score -537569.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -537570.750000 Penalty: 885.259094
	Iteration 81Q: 3 clusters Score -537570.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -537570.625000 Penalty: 885.259094
	Iteration 82Q: 3 clusters Score -537570.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -537570.625000 Penalty: 885.259094
	Iteration 83F: 3 clusters Score -537570.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Entering Unmasked Estep 
Score: -11157.273438 Penalty: 283.754822
	Iteration 0F: 2 clusters Score -11157.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -10658.354492 Penalty: 567.509644
	Iteration 0F: 3 clusters Score -10658.35 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -10868.384766 Penalty: 567.509644
	Iteration 1F: 3 clusters Score -10868.38 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -10963.223633 Penalty: 567.509644
	Iteration 2F: 3 clusters Score -10963.22 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -11046.147461 Penalty: 567.509644
	Iteration 3F: 3 clusters Score -11046.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -11122.957031 Penalty: 567.509644
	Iteration 4F: 3 clusters Score -11122.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11161.984375 Penalty: 567.509644
	Iteration 5F: 3 clusters Score -11161.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -11187.331055 Penalty: 567.509644
	Iteration 6Q: 3 clusters Score -11187.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -11206.997070 Penalty: 567.509644
	Iteration 7Q: 3 clusters Score -11207 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -11215.002930 Penalty: 567.509644
	Iteration 8Q: 3 clusters Score -11215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11224.336914 Penalty: 567.509644
	Iteration 9Q: 3 clusters Score -11224.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -11232.520508 Penalty: 567.509644
	Iteration 10Q: 3 clusters Score -11232.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -11238.582031 Penalty: 567.509644
	Iteration 11Q: 3 clusters Score -11238.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -11244.849609 Penalty: 567.509644
	Iteration 12Q: 3 clusters Score -11244.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11245.197266 Penalty: 567.509644
	Iteration 13Q: 3 clusters Score -11245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -11245.901367 Penalty: 567.509644
	Iteration 14Q: 3 clusters Score -11245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -11245.901367 Penalty: 567.509644
	Iteration 15F: 3 clusters Score -11245.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 152330 members 
Mstep: Class 2 contains 7382 members 
Mstep: Class 3 contains 58253 members 
Mstep: Class 4 contains 117162 members 
Mstep: Class 5 contains 8125 members 
Mstep: Class 6 contains 6826 members 
Mstep: Class 7 contains 20308 members 
Mstep: Class 8 contains 62952 members 
Mstep: Class 9 contains 16783 members 
Mstep: Class 10 contains 158 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 4122 members 
Mstep: Class 13 contains 34214 members 
Mstep: Class 14 contains 2110 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 1798 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 2442 members 
Mstep: Class 19 contains 5414 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 21 contains 9663 members 
Mstep: Class 22 contains 353 members 
Entering Unmasked Estep 
Score: -15731746.000000 Penalty: 13180.710938
Splitting cluster 10 changes total score from -15731229.000000 to -15731746.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 11 (2312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Entering Unmasked Estep 
Score: -70947.476562 Penalty: 352.437012
	Iteration 0F: 2 clusters Score -70947.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -69292.992188 Penalty: 704.874023
	Iteration 0F: 3 clusters Score -69292.99 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -69876.296875 Penalty: 704.874023
	Iteration 1F: 3 clusters Score -69876.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -69974.445312 Penalty: 704.874023
	Iteration 2F: 3 clusters Score -69974.45 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -70053.000000 Penalty: 704.874023
	Iteration 3F: 3 clusters Score -70053 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -70145.656250 Penalty: 704.874023
	Iteration 4F: 3 clusters Score -70145.66 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -70240.585938 Penalty: 704.874023
	Iteration 5F: 3 clusters Score -70240.59 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -70315.218750 Penalty: 704.874023
	Iteration 6Q: 3 clusters Score -70315.22 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -70362.109375 Penalty: 704.874023
	Iteration 7Q: 3 clusters Score -70362.11 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -70393.687500 Penalty: 704.874023
	Iteration 8Q: 3 clusters Score -70393.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -70420.085938 Penalty: 704.874023
	Iteration 9Q: 3 clusters Score -70420.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -70436.671875 Penalty: 704.874023
	Iteration 10Q: 3 clusters Score -70436.67 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -70451.164062 Penalty: 704.874023
	Iteration 11Q: 3 clusters Score -70451.16 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -70470.710938 Penalty: 704.874023
	Iteration 12Q: 3 clusters Score -70470.71 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -70493.460938 Penalty: 704.874023
	Iteration 13Q: 3 clusters Score -70493.46 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -70510.929688 Penalty: 704.874023
	Iteration 14Q: 3 clusters Score -70510.93 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -70533.937500 Penalty: 704.874023
	Iteration 15Q: 3 clusters Score -70533.94 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -70553.703125 Penalty: 704.874023
	Iteration 16Q: 3 clusters Score -70553.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -70566.312500 Penalty: 704.874023
	Iteration 17Q: 3 clusters Score -70566.31 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -70571.343750 Penalty: 704.874023
	Iteration 18Q: 3 clusters Score -70571.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -70575.117188 Penalty: 704.874023
	Iteration 19Q: 3 clusters Score -70575.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -70579.867188 Penalty: 704.874023
	Iteration 20F: 3 clusters Score -70579.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -70582.585938 Penalty: 704.874023
	Iteration 21Q: 3 clusters Score -70582.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -70583.398438 Penalty: 704.874023
	Iteration 22Q: 3 clusters Score -70583.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -70584.562500 Penalty: 704.874023
	Iteration 23Q: 3 clusters Score -70584.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -70586.070312 Penalty: 704.874023
	Iteration 24Q: 3 clusters Score -70586.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -70587.093750 Penalty: 704.874023
	Iteration 25Q: 3 clusters Score -70587.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70587.882812 Penalty: 704.874023
	Iteration 26Q: 3 clusters Score -70587.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -70589.062500 Penalty: 704.874023
	Iteration 27Q: 3 clusters Score -70589.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -70590.226562 Penalty: 704.874023
	Iteration 28Q: 3 clusters Score -70590.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -70590.742188 Penalty: 704.874023
	Iteration 29Q: 3 clusters Score -70590.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70591.226562 Penalty: 704.874023
	Iteration 30Q: 3 clusters Score -70591.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -70591.570312 Penalty: 704.874023
	Iteration 31Q: 3 clusters Score -70591.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -70591.648438 Penalty: 704.874023
	Iteration 32Q: 3 clusters Score -70591.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70591.906250 Penalty: 704.874023
	Iteration 33Q: 3 clusters Score -70591.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -70591.914062 Penalty: 704.874023
	Iteration 34Q: 3 clusters Score -70591.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -70591.914062 Penalty: 704.874023
	Iteration 35F: 3 clusters Score -70591.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Entering Unmasked Estep 
Score: -121215.789062 Penalty: 378.746277
	Iteration 0F: 2 clusters Score -121215.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -118440.367188 Penalty: 757.492554
	Iteration 0F: 3 clusters Score -118440.4 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -119497.093750 Penalty: 757.492554
	Iteration 1F: 3 clusters Score -119497.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -119600.859375 Penalty: 757.492554
	Iteration 2F: 3 clusters Score -119600.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -119731.250000 Penalty: 757.492554
	Iteration 3Q: 3 clusters Score -119731.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -119910.890625 Penalty: 757.492554
	Iteration 4F: 3 clusters Score -119910.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -120088.203125 Penalty: 757.492554
	Iteration 5F: 3 clusters Score -120088.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -120254.875000 Penalty: 757.492554
	Iteration 6F: 3 clusters Score -120254.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -120377.539062 Penalty: 757.492554
	Iteration 7F: 3 clusters Score -120377.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -120449.781250 Penalty: 757.492554
	Iteration 8Q: 3 clusters Score -120449.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -120485.320312 Penalty: 757.492554
	Iteration 9Q: 3 clusters Score -120485.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -120502.062500 Penalty: 757.492554
	Iteration 10Q: 3 clusters Score -120502.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -120511.945312 Penalty: 757.492554
	Iteration 11Q: 3 clusters Score -120511.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -120524.203125 Penalty: 757.492554
	Iteration 12Q: 3 clusters Score -120524.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -120537.750000 Penalty: 757.492554
	Iteration 13Q: 3 clusters Score -120537.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -120550.906250 Penalty: 757.492554
	Iteration 14Q: 3 clusters Score -120550.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -120563.679688 Penalty: 757.492554
	Iteration 15Q: 3 clusters Score -120563.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -120576.703125 Penalty: 757.492554
	Iteration 16Q: 3 clusters Score -120576.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -120587.531250 Penalty: 757.492554
	Iteration 17Q: 3 clusters Score -120587.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -120594.445312 Penalty: 757.492554
	Iteration 18Q: 3 clusters Score -120594.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -120603.968750 Penalty: 757.492554
	Iteration 19Q: 3 clusters Score -120604 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -120616.140625 Penalty: 757.492554
	Iteration 20F: 3 clusters Score -120616.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -120630.257812 Penalty: 757.492554
	Iteration 21Q: 3 clusters Score -120630.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -120641.320312 Penalty: 757.492554
	Iteration 22Q: 3 clusters Score -120641.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -120654.531250 Penalty: 757.492554
	Iteration 23Q: 3 clusters Score -120654.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -120669.695312 Penalty: 757.492554
	Iteration 24Q: 3 clusters Score -120669.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -120685.195312 Penalty: 757.492554
	Iteration 25Q: 3 clusters Score -120685.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -120698.164062 Penalty: 757.492554
	Iteration 26Q: 3 clusters Score -120698.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -120712.703125 Penalty: 757.492554
	Iteration 27Q: 3 clusters Score -120712.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -120721.242188 Penalty: 757.492554
	Iteration 28Q: 3 clusters Score -120721.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -120728.765625 Penalty: 757.492554
	Iteration 29Q: 3 clusters Score -120728.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -120736.445312 Penalty: 757.492554
	Iteration 30Q: 3 clusters Score -120736.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -120744.195312 Penalty: 757.492554
	Iteration 31Q: 3 clusters Score -120744.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -120752.640625 Penalty: 757.492554
	Iteration 32Q: 3 clusters Score -120752.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -120762.601562 Penalty: 757.492554
	Iteration 33Q: 3 clusters Score -120762.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -120767.625000 Penalty: 757.492554
	Iteration 34Q: 3 clusters Score -120767.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -120771.625000 Penalty: 757.492554
	Iteration 35Q: 3 clusters Score -120771.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -120773.460938 Penalty: 757.492554
	Iteration 36Q: 3 clusters Score -120773.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -120774.289062 Penalty: 757.492554
	Iteration 37Q: 3 clusters Score -120774.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -120775.375000 Penalty: 757.492554
	Iteration 38Q: 3 clusters Score -120775.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -120776.304688 Penalty: 757.492554
	Iteration 39Q: 3 clusters Score -120776.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -120777.117188 Penalty: 757.492554
	Iteration 40F: 3 clusters Score -120777.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -120777.703125 Penalty: 757.492554
	Iteration 41Q: 3 clusters Score -120777.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -120778.226562 Penalty: 757.492554
	Iteration 42Q: 3 clusters Score -120778.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -120779.421875 Penalty: 757.492554
	Iteration 43Q: 3 clusters Score -120779.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -120780.164062 Penalty: 757.492554
	Iteration 44Q: 3 clusters Score -120780.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -120781.437500 Penalty: 757.492554
	Iteration 45Q: 3 clusters Score -120781.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -120783.281250 Penalty: 757.492554
	Iteration 46Q: 3 clusters Score -120783.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -120785.195312 Penalty: 757.492554
	Iteration 47Q: 3 clusters Score -120785.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -120789.500000 Penalty: 757.492554
	Iteration 48Q: 3 clusters Score -120789.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -120793.851562 Penalty: 757.492554
	Iteration 49Q: 3 clusters Score -120793.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -120797.351562 Penalty: 757.492554
	Iteration 50Q: 3 clusters Score -120797.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -120800.632812 Penalty: 757.492554
	Iteration 51Q: 3 clusters Score -120800.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -120803.531250 Penalty: 757.492554
	Iteration 52Q: 3 clusters Score -120803.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -120806.656250 Penalty: 757.492554
	Iteration 53Q: 3 clusters Score -120806.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -120808.664062 Penalty: 757.492554
	Iteration 54Q: 3 clusters Score -120808.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -120809.914062 Penalty: 757.492554
	Iteration 55Q: 3 clusters Score -120809.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -120810.281250 Penalty: 757.492554
	Iteration 56Q: 3 clusters Score -120810.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -120810.601562 Penalty: 757.492554
	Iteration 57Q: 3 clusters Score -120810.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -120810.804688 Penalty: 757.492554
	Iteration 58Q: 3 clusters Score -120810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -120811.085938 Penalty: 757.492554
	Iteration 59Q: 3 clusters Score -120811.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -120810.820312 Penalty: 757.492554
	Iteration 60F: 3 clusters Score -120810.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -120811.015625 Penalty: 757.492554
	Iteration 61Q: 3 clusters Score -120811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -120811.296875 Penalty: 757.492554
	Iteration 62Q: 3 clusters Score -120811.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -120811.296875 Penalty: 757.492554
	Iteration 63F: 3 clusters Score -120811.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Entering Unmasked Estep 
Score: -1108743.375000 Penalty: 475.037781
	Iteration 0F: 2 clusters Score -1108743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -1085872.750000 Penalty: 950.075562
	Iteration 0F: 3 clusters Score -1085873 nChanged 16450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -1096092.750000 Penalty: 950.075562
	Iteration 1F: 3 clusters Score -1096093 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14185 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -1096972.000000 Penalty: 950.075562
	Iteration 2F: 3 clusters Score -1096972 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12767 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -1098126.000000 Penalty: 950.075562
	Iteration 3F: 3 clusters Score -1098126 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -1099507.125000 Penalty: 950.075562
	Iteration 4F: 3 clusters Score -1099507 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -1101024.375000 Penalty: 950.075562
	Iteration 5F: 3 clusters Score -1101024 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 26922 members 
Entering Unmasked Estep 
Score: -1102493.125000 Penalty: 950.075562
	Iteration 6F: 3 clusters Score -1102493 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -1103829.375000 Penalty: 950.075562
	Iteration 7F: 3 clusters Score -1103829 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 30112 members 
Entering Unmasked Estep 
Score: -1105092.500000 Penalty: 950.075562
	Iteration 8Q: 3 clusters Score -1105092 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -1106175.125000 Penalty: 950.075562
	Iteration 9Q: 3 clusters Score -1106175 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 32111 members 
Entering Unmasked Estep 
Score: -1106926.250000 Penalty: 950.075562
	Iteration 10Q: 3 clusters Score -1106926 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -1107453.000000 Penalty: 950.075562
	Iteration 11Q: 3 clusters Score -1107453 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -1107777.125000 Penalty: 950.075562
	Iteration 12Q: 3 clusters Score -1107777 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 33135 members 
Entering Unmasked Estep 
Score: -1108008.000000 Penalty: 950.075562
	Iteration 13Q: 3 clusters Score -1108008 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -1108163.375000 Penalty: 950.075562
	Iteration 14Q: 3 clusters Score -1108163 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -1108241.875000 Penalty: 950.075562
	Iteration 15Q: 3 clusters Score -1108242 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 33471 members 
Entering Unmasked Estep 
Score: -1108276.375000 Penalty: 950.075562
	Iteration 16Q: 3 clusters Score -1108276 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -1108290.125000 Penalty: 950.075562
	Iteration 17Q: 3 clusters Score -1108290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -1108306.875000 Penalty: 950.075562
	Iteration 18Q: 3 clusters Score -1108307 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 33585 members 
Entering Unmasked Estep 
Score: -1108324.000000 Penalty: 950.075562
	Iteration 19Q: 3 clusters Score -1108324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -1108342.875000 Penalty: 950.075562
	Iteration 20F: 3 clusters Score -1108343 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 33659 members 
Entering Unmasked Estep 
Score: -1108359.000000 Penalty: 950.075562
	Iteration 21Q: 3 clusters Score -1108359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -1108368.625000 Penalty: 950.075562
	Iteration 22Q: 3 clusters Score -1108369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 33716 members 
Entering Unmasked Estep 
Score: -1108376.625000 Penalty: 950.075562
	Iteration 23Q: 3 clusters Score -1108377 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 33736 members 
Entering Unmasked Estep 
Score: -1108382.125000 Penalty: 950.075562
	Iteration 24Q: 3 clusters Score -1108382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 33744 members 
Entering Unmasked Estep 
Score: -1108384.375000 Penalty: 950.075562
	Iteration 25Q: 3 clusters Score -1108384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 33753 members 
Entering Unmasked Estep 
Score: -1108386.000000 Penalty: 950.075562
	Iteration 26Q: 3 clusters Score -1108386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -1108388.625000 Penalty: 950.075562
	Iteration 27Q: 3 clusters Score -1108389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 33763 members 
Entering Unmasked Estep 
Score: -1108388.375000 Penalty: 950.075562
	Iteration 28Q: 3 clusters Score -1108388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 33766 members 
Entering Unmasked Estep 
Score: -1108390.250000 Penalty: 950.075562
	Iteration 29Q: 3 clusters Score -1108390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -1108390.500000 Penalty: 950.075562
	Iteration 30Q: 3 clusters Score -1108390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -1108391.000000 Penalty: 950.075562
	Iteration 31Q: 3 clusters Score -1108391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 33772 members 
Entering Unmasked Estep 
Score: -1108390.500000 Penalty: 950.075562
	Iteration 32Q: 3 clusters Score -1108390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -1108393.000000 Penalty: 950.075562
	Iteration 33Q: 3 clusters Score -1108393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 33782 members 
Entering Unmasked Estep 
Score: -1108394.625000 Penalty: 950.075562
	Iteration 34Q: 3 clusters Score -1108395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -1108395.375000 Penalty: 950.075562
	Iteration 35Q: 3 clusters Score -1108395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -1108397.375000 Penalty: 950.075562
	Iteration 36Q: 3 clusters Score -1108397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -1108399.000000 Penalty: 950.075562
	Iteration 37Q: 3 clusters Score -1108399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -1108402.625000 Penalty: 950.075562
	Iteration 38Q: 3 clusters Score -1108403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -1108405.375000 Penalty: 950.075562
	Iteration 39Q: 3 clusters Score -1108405 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -1108404.000000 Penalty: 950.075562
	Iteration 40F: 3 clusters Score -1108404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -1108405.750000 Penalty: 950.075562
	Iteration 41Q: 3 clusters Score -1108406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -1108405.750000 Penalty: 950.075562
	Iteration 42F: 3 clusters Score -1108406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -67309.929688 Penalty: 348.277161
	Iteration 0F: 2 clusters Score -67309.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -65780.617188 Penalty: 696.554321
	Iteration 0F: 3 clusters Score -65780.62 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -66292.976562 Penalty: 696.554321
	Iteration 1F: 3 clusters Score -66292.98 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -66380.023438 Penalty: 696.554321
	Iteration 2F: 3 clusters Score -66380.02 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -66446.132812 Penalty: 696.554321
	Iteration 3F: 3 clusters Score -66446.13 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -66485.828125 Penalty: 696.554321
	Iteration 4Q: 3 clusters Score -66485.83 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -66516.632812 Penalty: 696.554321
	Iteration 5Q: 3 clusters Score -66516.63 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -66544.085938 Penalty: 696.554321
	Iteration 6Q: 3 clusters Score -66544.09 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -66562.882812 Penalty: 696.554321
	Iteration 7Q: 3 clusters Score -66562.88 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -66586.648438 Penalty: 696.554321
	Iteration 8Q: 3 clusters Score -66586.65 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -66609.468750 Penalty: 696.554321
	Iteration 9Q: 3 clusters Score -66609.47 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -66645.523438 Penalty: 696.554321
	Iteration 10Q: 3 clusters Score -66645.52 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -66704.765625 Penalty: 696.554321
	Iteration 11Q: 3 clusters Score -66704.77 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -66751.968750 Penalty: 696.554321
	Iteration 12Q: 3 clusters Score -66751.97 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -66788.984375 Penalty: 696.554321
	Iteration 13Q: 3 clusters Score -66788.98 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -66818.929688 Penalty: 696.554321
	Iteration 14Q: 3 clusters Score -66818.93 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -66831.710938 Penalty: 696.554321
	Iteration 15Q: 3 clusters Score -66831.71 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -66841.992188 Penalty: 696.554321
	Iteration 16Q: 3 clusters Score -66841.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -66852.250000 Penalty: 696.554321
	Iteration 17Q: 3 clusters Score -66852.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -66865.601562 Penalty: 696.554321
	Iteration 18Q: 3 clusters Score -66865.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -66876.851562 Penalty: 696.554321
	Iteration 19Q: 3 clusters Score -66876.85 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -66885.257812 Penalty: 696.554321
	Iteration 20F: 3 clusters Score -66885.26 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -66892.945312 Penalty: 696.554321
	Iteration 21Q: 3 clusters Score -66892.95 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -66900.453125 Penalty: 696.554321
	Iteration 22Q: 3 clusters Score -66900.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -66907.250000 Penalty: 696.554321
	Iteration 23Q: 3 clusters Score -66907.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -66910.250000 Penalty: 696.554321
	Iteration 24Q: 3 clusters Score -66910.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -66914.820312 Penalty: 696.554321
	Iteration 25Q: 3 clusters Score -66914.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -66921.000000 Penalty: 696.554321
	Iteration 26Q: 3 clusters Score -66921 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -66930.148438 Penalty: 696.554321
	Iteration 27Q: 3 clusters Score -66930.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -66934.781250 Penalty: 696.554321
	Iteration 28Q: 3 clusters Score -66934.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -66937.390625 Penalty: 696.554321
	Iteration 29Q: 3 clusters Score -66937.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -66939.093750 Penalty: 696.554321
	Iteration 30Q: 3 clusters Score -66939.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -66939.945312 Penalty: 696.554321
	Iteration 31Q: 3 clusters Score -66939.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -66940.109375 Penalty: 696.554321
	Iteration 32Q: 3 clusters Score -66940.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -66940.382812 Penalty: 696.554321
	Iteration 33Q: 3 clusters Score -66940.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -66940.484375 Penalty: 696.554321
	Iteration 34Q: 3 clusters Score -66940.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -66940.484375 Penalty: 696.554321
	Iteration 35F: 3 clusters Score -66940.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Entering Unmasked Estep 
Score: -160368.187500 Penalty: 391.561768
	Iteration 0F: 2 clusters Score -160368.2 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 2734 members 
Entering Unmasked Estep 
Score: -156732.187500 Penalty: 783.123535
	Iteration 0F: 3 clusters Score -156732.2 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -158201.343750 Penalty: 783.123535
	Iteration 1F: 3 clusters Score -158201.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -158414.625000 Penalty: 783.123535
	Iteration 2F: 3 clusters Score -158414.6 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -158626.703125 Penalty: 783.123535
	Iteration 3F: 3 clusters Score -158626.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -158823.687500 Penalty: 783.123535
	Iteration 4F: 3 clusters Score -158823.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -158973.093750 Penalty: 783.123535
	Iteration 5Q: 3 clusters Score -158973.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -159091.609375 Penalty: 783.123535
	Iteration 6Q: 3 clusters Score -159091.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -159214.250000 Penalty: 783.123535
	Iteration 7Q: 3 clusters Score -159214.2 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -159309.484375 Penalty: 783.123535
	Iteration 8Q: 3 clusters Score -159309.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -159367.125000 Penalty: 783.123535
	Iteration 9Q: 3 clusters Score -159367.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -159404.453125 Penalty: 783.123535
	Iteration 10Q: 3 clusters Score -159404.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -159433.250000 Penalty: 783.123535
	Iteration 11Q: 3 clusters Score -159433.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -159454.437500 Penalty: 783.123535
	Iteration 12Q: 3 clusters Score -159454.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -159470.828125 Penalty: 783.123535
	Iteration 13Q: 3 clusters Score -159470.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -159487.875000 Penalty: 783.123535
	Iteration 14Q: 3 clusters Score -159487.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -159507.109375 Penalty: 783.123535
	Iteration 15Q: 3 clusters Score -159507.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -159537.203125 Penalty: 783.123535
	Iteration 16Q: 3 clusters Score -159537.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -159568.390625 Penalty: 783.123535
	Iteration 17Q: 3 clusters Score -159568.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -159606.640625 Penalty: 783.123535
	Iteration 18Q: 3 clusters Score -159606.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -159649.562500 Penalty: 783.123535
	Iteration 19Q: 3 clusters Score -159649.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -159705.437500 Penalty: 783.123535
	Iteration 20F: 3 clusters Score -159705.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -159749.406250 Penalty: 783.123535
	Iteration 21Q: 3 clusters Score -159749.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -159799.234375 Penalty: 783.123535
	Iteration 22Q: 3 clusters Score -159799.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -159846.859375 Penalty: 783.123535
	Iteration 23Q: 3 clusters Score -159846.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -159898.593750 Penalty: 783.123535
	Iteration 24Q: 3 clusters Score -159898.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -159933.703125 Penalty: 783.123535
	Iteration 25Q: 3 clusters Score -159933.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -159962.828125 Penalty: 783.123535
	Iteration 26Q: 3 clusters Score -159962.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -159983.609375 Penalty: 783.123535
	Iteration 27Q: 3 clusters Score -159983.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -159993.843750 Penalty: 783.123535
	Iteration 28Q: 3 clusters Score -159993.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -159999.093750 Penalty: 783.123535
	Iteration 29Q: 3 clusters Score -159999.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -160002.343750 Penalty: 783.123535
	Iteration 30Q: 3 clusters Score -160002.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -160004.125000 Penalty: 783.123535
	Iteration 31Q: 3 clusters Score -160004.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -160004.781250 Penalty: 783.123535
	Iteration 32Q: 3 clusters Score -160004.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -160005.953125 Penalty: 783.123535
	Iteration 33Q: 3 clusters Score -160006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -160005.953125 Penalty: 783.123535
	Iteration 34Q: 3 clusters Score -160006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -160006.625000 Penalty: 783.123535
	Iteration 35Q: 3 clusters Score -160006.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -160007.000000 Penalty: 783.123535
	Iteration 36Q: 3 clusters Score -160007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -160007.703125 Penalty: 783.123535
	Iteration 37Q: 3 clusters Score -160007.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -160008.140625 Penalty: 783.123535
	Iteration 38Q: 3 clusters Score -160008.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -160008.296875 Penalty: 783.123535
	Iteration 39Q: 3 clusters Score -160008.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -160009.625000 Penalty: 783.123535
	Iteration 40F: 3 clusters Score -160009.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -160010.906250 Penalty: 783.123535
	Iteration 41Q: 3 clusters Score -160010.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -160011.984375 Penalty: 783.123535
	Iteration 42Q: 3 clusters Score -160012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -160013.531250 Penalty: 783.123535
	Iteration 43Q: 3 clusters Score -160013.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -160013.468750 Penalty: 783.123535
	Iteration 44Q: 3 clusters Score -160013.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -160014.390625 Penalty: 783.123535
	Iteration 45Q: 3 clusters Score -160014.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -160015.062500 Penalty: 783.123535
	Iteration 46Q: 3 clusters Score -160015.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -160014.968750 Penalty: 783.123535
	Iteration 47Q: 3 clusters Score -160015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -160015.328125 Penalty: 783.123535
	Iteration 48Q: 3 clusters Score -160015.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -160015.515625 Penalty: 783.123535
	Iteration 49Q: 3 clusters Score -160015.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -160015.515625 Penalty: 783.123535
	Iteration 50Q: 3 clusters Score -160015.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -160015.515625 Penalty: 783.123535
	Iteration 51F: 3 clusters Score -160015.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -55879.945312 Penalty: 340.996582
	Iteration 0F: 2 clusters Score -55879.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -54585.757812 Penalty: 681.993164
	Iteration 0F: 3 clusters Score -54585.76 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -55029.882812 Penalty: 681.993164
	Iteration 1F: 3 clusters Score -55029.88 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -55168.140625 Penalty: 681.993164
	Iteration 2F: 3 clusters Score -55168.14 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -55311.652344 Penalty: 681.993164
	Iteration 3F: 3 clusters Score -55311.65 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -55411.726562 Penalty: 681.993164
	Iteration 4F: 3 clusters Score -55411.73 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -55464.988281 Penalty: 681.993164
	Iteration 5F: 3 clusters Score -55464.99 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -55495.921875 Penalty: 681.993164
	Iteration 6Q: 3 clusters Score -55495.92 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -55517.804688 Penalty: 681.993164
	Iteration 7Q: 3 clusters Score -55517.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -55530.351562 Penalty: 681.993164
	Iteration 8Q: 3 clusters Score -55530.35 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -55542.558594 Penalty: 681.993164
	Iteration 9Q: 3 clusters Score -55542.56 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -55550.847656 Penalty: 681.993164
	Iteration 10Q: 3 clusters Score -55550.85 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -55558.062500 Penalty: 681.993164
	Iteration 11Q: 3 clusters Score -55558.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -55560.992188 Penalty: 681.993164
	Iteration 12Q: 3 clusters Score -55560.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -55562.390625 Penalty: 681.993164
	Iteration 13Q: 3 clusters Score -55562.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -55563.593750 Penalty: 681.993164
	Iteration 14Q: 3 clusters Score -55563.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -55563.953125 Penalty: 681.993164
	Iteration 15Q: 3 clusters Score -55563.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -55564.144531 Penalty: 681.993164
	Iteration 16Q: 3 clusters Score -55564.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -55564.824219 Penalty: 681.993164
	Iteration 17Q: 3 clusters Score -55564.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -55565.917969 Penalty: 681.993164
	Iteration 18Q: 3 clusters Score -55565.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -55566.726562 Penalty: 681.993164
	Iteration 19Q: 3 clusters Score -55566.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -55567.445312 Penalty: 681.993164
	Iteration 20F: 3 clusters Score -55567.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -55567.437500 Penalty: 681.993164
	Iteration 21Q: 3 clusters Score -55567.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -55567.781250 Penalty: 681.993164
	Iteration 22Q: 3 clusters Score -55567.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -55568.554688 Penalty: 681.993164
	Iteration 23Q: 3 clusters Score -55568.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -55569.347656 Penalty: 681.993164
	Iteration 24Q: 3 clusters Score -55569.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -55569.855469 Penalty: 681.993164
	Iteration 25Q: 3 clusters Score -55569.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -55570.722656 Penalty: 681.993164
	Iteration 26Q: 3 clusters Score -55570.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -55571.769531 Penalty: 681.993164
	Iteration 27Q: 3 clusters Score -55571.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -55572.640625 Penalty: 681.993164
	Iteration 28Q: 3 clusters Score -55572.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -55572.933594 Penalty: 681.993164
	Iteration 29Q: 3 clusters Score -55572.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -55573.175781 Penalty: 681.993164
	Iteration 30Q: 3 clusters Score -55573.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -55573.175781 Penalty: 681.993164
	Iteration 31F: 3 clusters Score -55573.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Entering Unmasked Estep 
Score: -15610.024414 Penalty: 277.051544
	Iteration 0F: 2 clusters Score -15610.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -15176.856445 Penalty: 554.103088
	Iteration 0F: 3 clusters Score -15176.86 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -15271.597656 Penalty: 554.103088
	Iteration 1F: 3 clusters Score -15271.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15285.906250 Penalty: 554.103088
	Iteration 2F: 3 clusters Score -15285.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -15291.736328 Penalty: 554.103088
	Iteration 3Q: 3 clusters Score -15291.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -15298.185547 Penalty: 554.103088
	Iteration 4Q: 3 clusters Score -15298.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15300.766602 Penalty: 554.103088
	Iteration 5Q: 3 clusters Score -15300.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15301.708008 Penalty: 554.103088
	Iteration 6Q: 3 clusters Score -15301.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -15302.699219 Penalty: 554.103088
	Iteration 7Q: 3 clusters Score -15302.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15307.402344 Penalty: 554.103088
	Iteration 8Q: 3 clusters Score -15307.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -15308.265625 Penalty: 554.103088
	Iteration 9Q: 3 clusters Score -15308.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -15311.324219 Penalty: 554.103088
	Iteration 10Q: 3 clusters Score -15311.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -15314.688477 Penalty: 554.103088
	Iteration 11Q: 3 clusters Score -15314.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -15317.310547 Penalty: 554.103088
	Iteration 12Q: 3 clusters Score -15317.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15317.708984 Penalty: 554.103088
	Iteration 13Q: 3 clusters Score -15317.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -15317.708984 Penalty: 554.103088
	Iteration 14F: 3 clusters Score -15317.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -70651.625000 Penalty: 354.926056
	Iteration 0F: 2 clusters Score -70651.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -68934.945312 Penalty: 709.852112
	Iteration 0F: 3 clusters Score -68934.95 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -69661.171875 Penalty: 709.852112
	Iteration 1F: 3 clusters Score -69661.17 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -69824.281250 Penalty: 709.852112
	Iteration 2F: 3 clusters Score -69824.28 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -69953.500000 Penalty: 709.852112
	Iteration 3F: 3 clusters Score -69953.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -70023.007812 Penalty: 709.852112
	Iteration 4F: 3 clusters Score -70023.01 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -70065.781250 Penalty: 709.852112
	Iteration 5Q: 3 clusters Score -70065.78 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -70100.289062 Penalty: 709.852112
	Iteration 6Q: 3 clusters Score -70100.29 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -70127.367188 Penalty: 709.852112
	Iteration 7Q: 3 clusters Score -70127.37 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -70153.085938 Penalty: 709.852112
	Iteration 8Q: 3 clusters Score -70153.09 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -70163.195312 Penalty: 709.852112
	Iteration 9Q: 3 clusters Score -70163.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -70171.335938 Penalty: 709.852112
	Iteration 10Q: 3 clusters Score -70171.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -70177.007812 Penalty: 709.852112
	Iteration 11Q: 3 clusters Score -70177.01 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -70182.359375 Penalty: 709.852112
	Iteration 12Q: 3 clusters Score -70182.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -70184.296875 Penalty: 709.852112
	Iteration 13Q: 3 clusters Score -70184.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -70185.093750 Penalty: 709.852112
	Iteration 14Q: 3 clusters Score -70185.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -70185.437500 Penalty: 709.852112
	Iteration 15Q: 3 clusters Score -70185.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -70185.726562 Penalty: 709.852112
	Iteration 16Q: 3 clusters Score -70185.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -70185.734375 Penalty: 709.852112
	Iteration 17Q: 3 clusters Score -70185.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -70185.734375 Penalty: 709.852112
	Iteration 18F: 3 clusters Score -70185.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Entering Unmasked Estep 
Score: -144070.609375 Penalty: 382.505249
	Iteration 0F: 2 clusters Score -144070.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -140960.609375 Penalty: 765.010498
	Iteration 0F: 3 clusters Score -140960.6 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -142198.484375 Penalty: 765.010498
	Iteration 1F: 3 clusters Score -142198.5 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -142385.359375 Penalty: 765.010498
	Iteration 2F: 3 clusters Score -142385.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -142560.828125 Penalty: 765.010498
	Iteration 3F: 3 clusters Score -142560.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -142696.828125 Penalty: 765.010498
	Iteration 4F: 3 clusters Score -142696.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -142838.312500 Penalty: 765.010498
	Iteration 5Q: 3 clusters Score -142838.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -142964.312500 Penalty: 765.010498
	Iteration 6Q: 3 clusters Score -142964.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -143050.968750 Penalty: 765.010498
	Iteration 7Q: 3 clusters Score -143051 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -143104.250000 Penalty: 765.010498
	Iteration 8Q: 3 clusters Score -143104.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -143134.531250 Penalty: 765.010498
	Iteration 9Q: 3 clusters Score -143134.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -143153.843750 Penalty: 765.010498
	Iteration 10Q: 3 clusters Score -143153.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -143166.890625 Penalty: 765.010498
	Iteration 11Q: 3 clusters Score -143166.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -143178.078125 Penalty: 765.010498
	Iteration 12Q: 3 clusters Score -143178.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -143188.578125 Penalty: 765.010498
	Iteration 13Q: 3 clusters Score -143188.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -143201.140625 Penalty: 765.010498
	Iteration 14Q: 3 clusters Score -143201.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -143219.984375 Penalty: 765.010498
	Iteration 15Q: 3 clusters Score -143220 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -143239.625000 Penalty: 765.010498
	Iteration 16Q: 3 clusters Score -143239.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -143255.125000 Penalty: 765.010498
	Iteration 17Q: 3 clusters Score -143255.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -143264.906250 Penalty: 765.010498
	Iteration 18Q: 3 clusters Score -143264.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -143273.187500 Penalty: 765.010498
	Iteration 19Q: 3 clusters Score -143273.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -143280.078125 Penalty: 765.010498
	Iteration 20F: 3 clusters Score -143280.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -143287.781250 Penalty: 765.010498
	Iteration 21Q: 3 clusters Score -143287.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -143294.125000 Penalty: 765.010498
	Iteration 22Q: 3 clusters Score -143294.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -143300.546875 Penalty: 765.010498
	Iteration 23Q: 3 clusters Score -143300.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -143306.140625 Penalty: 765.010498
	Iteration 24Q: 3 clusters Score -143306.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -143314.656250 Penalty: 765.010498
	Iteration 25Q: 3 clusters Score -143314.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -143324.781250 Penalty: 765.010498
	Iteration 26Q: 3 clusters Score -143324.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -143335.312500 Penalty: 765.010498
	Iteration 27Q: 3 clusters Score -143335.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -143347.875000 Penalty: 765.010498
	Iteration 28Q: 3 clusters Score -143347.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -143361.578125 Penalty: 765.010498
	Iteration 29Q: 3 clusters Score -143361.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -143378.890625 Penalty: 765.010498
	Iteration 30Q: 3 clusters Score -143378.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -143398.546875 Penalty: 765.010498
	Iteration 31Q: 3 clusters Score -143398.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -143416.109375 Penalty: 765.010498
	Iteration 32Q: 3 clusters Score -143416.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -143433.453125 Penalty: 765.010498
	Iteration 33Q: 3 clusters Score -143433.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -143449.921875 Penalty: 765.010498
	Iteration 34Q: 3 clusters Score -143449.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -143466.296875 Penalty: 765.010498
	Iteration 35Q: 3 clusters Score -143466.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -143485.875000 Penalty: 765.010498
	Iteration 36Q: 3 clusters Score -143485.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -143502.437500 Penalty: 765.010498
	Iteration 37Q: 3 clusters Score -143502.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -143522.187500 Penalty: 765.010498
	Iteration 38Q: 3 clusters Score -143522.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -143544.640625 Penalty: 765.010498
	Iteration 39Q: 3 clusters Score -143544.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -143568.453125 Penalty: 765.010498
	Iteration 40F: 3 clusters Score -143568.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -143592.296875 Penalty: 765.010498
	Iteration 41Q: 3 clusters Score -143592.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -143620.015625 Penalty: 765.010498
	Iteration 42Q: 3 clusters Score -143620 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -143643.515625 Penalty: 765.010498
	Iteration 43Q: 3 clusters Score -143643.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -143660.968750 Penalty: 765.010498
	Iteration 44Q: 3 clusters Score -143661 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -143675.296875 Penalty: 765.010498
	Iteration 45Q: 3 clusters Score -143675.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -143686.375000 Penalty: 765.010498
	Iteration 46Q: 3 clusters Score -143686.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -143694.390625 Penalty: 765.010498
	Iteration 47Q: 3 clusters Score -143694.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -143701.031250 Penalty: 765.010498
	Iteration 48Q: 3 clusters Score -143701 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -143708.125000 Penalty: 765.010498
	Iteration 49Q: 3 clusters Score -143708.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -143720.140625 Penalty: 765.010498
	Iteration 50Q: 3 clusters Score -143720.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -143729.562500 Penalty: 765.010498
	Iteration 51Q: 3 clusters Score -143729.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -143738.281250 Penalty: 765.010498
	Iteration 52Q: 3 clusters Score -143738.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -143745.031250 Penalty: 765.010498
	Iteration 53Q: 3 clusters Score -143745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -143750.015625 Penalty: 765.010498
	Iteration 54Q: 3 clusters Score -143750 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -143756.343750 Penalty: 765.010498
	Iteration 55Q: 3 clusters Score -143756.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -143761.609375 Penalty: 765.010498
	Iteration 56Q: 3 clusters Score -143761.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -143764.203125 Penalty: 765.010498
	Iteration 57Q: 3 clusters Score -143764.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -143766.406250 Penalty: 765.010498
	Iteration 58Q: 3 clusters Score -143766.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -143768.875000 Penalty: 765.010498
	Iteration 59Q: 3 clusters Score -143768.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -143772.000000 Penalty: 765.010498
	Iteration 60F: 3 clusters Score -143772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -143774.578125 Penalty: 765.010498
	Iteration 61Q: 3 clusters Score -143774.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -143777.390625 Penalty: 765.010498
	Iteration 62Q: 3 clusters Score -143777.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -143781.531250 Penalty: 765.010498
	Iteration 63Q: 3 clusters Score -143781.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -143783.500000 Penalty: 765.010498
	Iteration 64Q: 3 clusters Score -143783.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -143786.562500 Penalty: 765.010498
	Iteration 65Q: 3 clusters Score -143786.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -143789.171875 Penalty: 765.010498
	Iteration 66Q: 3 clusters Score -143789.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -143790.343750 Penalty: 765.010498
	Iteration 67Q: 3 clusters Score -143790.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -143790.734375 Penalty: 765.010498
	Iteration 68Q: 3 clusters Score -143790.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -143791.421875 Penalty: 765.010498
	Iteration 69Q: 3 clusters Score -143791.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -143791.312500 Penalty: 765.010498
	Iteration 70Q: 3 clusters Score -143791.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -143791.312500 Penalty: 765.010498
	Iteration 71F: 3 clusters Score -143791.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Entering Unmasked Estep 
Score: -291018.437500 Penalty: 417.510712
	Iteration 0F: 2 clusters Score -291018.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -284507.562500 Penalty: 835.021423
	Iteration 0F: 3 clusters Score -284507.6 nChanged 4493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -287093.312500 Penalty: 835.021423
	Iteration 1F: 3 clusters Score -287093.3 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -287368.281250 Penalty: 835.021423
	Iteration 2F: 3 clusters Score -287368.3 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -287643.937500 Penalty: 835.021423
	Iteration 3F: 3 clusters Score -287643.9 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -287928.312500 Penalty: 835.021423
	Iteration 4F: 3 clusters Score -287928.3 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -288209.937500 Penalty: 835.021423
	Iteration 5F: 3 clusters Score -288209.9 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -288459.531250 Penalty: 835.021423
	Iteration 6Q: 3 clusters Score -288459.5 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -288681.468750 Penalty: 835.021423
	Iteration 7Q: 3 clusters Score -288681.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -288874.093750 Penalty: 835.021423
	Iteration 8Q: 3 clusters Score -288874.1 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -289078.593750 Penalty: 835.021423
	Iteration 9Q: 3 clusters Score -289078.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -289295.062500 Penalty: 835.021423
	Iteration 10Q: 3 clusters Score -289295.1 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -289517.312500 Penalty: 835.021423
	Iteration 11Q: 3 clusters Score -289517.3 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -289712.531250 Penalty: 835.021423
	Iteration 12Q: 3 clusters Score -289712.5 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -289870.718750 Penalty: 835.021423
	Iteration 13Q: 3 clusters Score -289870.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -290009.812500 Penalty: 835.021423
	Iteration 14Q: 3 clusters Score -290009.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -290129.093750 Penalty: 835.021423
	Iteration 15Q: 3 clusters Score -290129.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -290220.281250 Penalty: 835.021423
	Iteration 16Q: 3 clusters Score -290220.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -290302.562500 Penalty: 835.021423
	Iteration 17Q: 3 clusters Score -290302.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -290370.687500 Penalty: 835.021423
	Iteration 18Q: 3 clusters Score -290370.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -290429.437500 Penalty: 835.021423
	Iteration 19Q: 3 clusters Score -290429.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -290478.906250 Penalty: 835.021423
	Iteration 20F: 3 clusters Score -290478.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -290514.843750 Penalty: 835.021423
	Iteration 21Q: 3 clusters Score -290514.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -290554.781250 Penalty: 835.021423
	Iteration 22Q: 3 clusters Score -290554.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -290592.875000 Penalty: 835.021423
	Iteration 23Q: 3 clusters Score -290592.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -290628.843750 Penalty: 835.021423
	Iteration 24Q: 3 clusters Score -290628.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -290652.062500 Penalty: 835.021423
	Iteration 25Q: 3 clusters Score -290652.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -290672.218750 Penalty: 835.021423
	Iteration 26Q: 3 clusters Score -290672.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -290690.750000 Penalty: 835.021423
	Iteration 27Q: 3 clusters Score -290690.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -290709.031250 Penalty: 835.021423
	Iteration 28Q: 3 clusters Score -290709 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -290726.812500 Penalty: 835.021423
	Iteration 29Q: 3 clusters Score -290726.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -290743.031250 Penalty: 835.021423
	Iteration 30Q: 3 clusters Score -290743 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -290754.125000 Penalty: 835.021423
	Iteration 31Q: 3 clusters Score -290754.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -290766.000000 Penalty: 835.021423
	Iteration 32Q: 3 clusters Score -290766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -290774.593750 Penalty: 835.021423
	Iteration 33Q: 3 clusters Score -290774.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -290780.562500 Penalty: 835.021423
	Iteration 34Q: 3 clusters Score -290780.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -290785.750000 Penalty: 835.021423
	Iteration 35Q: 3 clusters Score -290785.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -290788.937500 Penalty: 835.021423
	Iteration 36Q: 3 clusters Score -290788.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -290791.843750 Penalty: 835.021423
	Iteration 37Q: 3 clusters Score -290791.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -290794.093750 Penalty: 835.021423
	Iteration 38Q: 3 clusters Score -290794.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -290794.937500 Penalty: 835.021423
	Iteration 39Q: 3 clusters Score -290794.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -290797.125000 Penalty: 835.021423
	Iteration 40F: 3 clusters Score -290797.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -290797.906250 Penalty: 835.021423
	Iteration 41Q: 3 clusters Score -290797.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -290800.375000 Penalty: 835.021423
	Iteration 42Q: 3 clusters Score -290800.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -290800.406250 Penalty: 835.021423
	Iteration 43Q: 3 clusters Score -290800.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -290801.500000 Penalty: 835.021423
	Iteration 44Q: 3 clusters Score -290801.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -290801.843750 Penalty: 835.021423
	Iteration 45Q: 3 clusters Score -290801.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -290801.781250 Penalty: 835.021423
	Iteration 46Q: 3 clusters Score -290801.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -290802.437500 Penalty: 835.021423
	Iteration 47Q: 3 clusters Score -290802.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -290803.625000 Penalty: 835.021423
	Iteration 48Q: 3 clusters Score -290803.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -290803.625000 Penalty: 835.021423
	Iteration 49Q: 3 clusters Score -290803.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -290803.968750 Penalty: 835.021423
	Iteration 50Q: 3 clusters Score -290804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -290804.156250 Penalty: 835.021423
	Iteration 51Q: 3 clusters Score -290804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -290803.968750 Penalty: 835.021423
	Iteration 52Q: 3 clusters Score -290804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -290803.968750 Penalty: 835.021423
	Iteration 53Q: 3 clusters Score -290804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -290803.718750 Penalty: 835.021423
	Iteration 54Q: 3 clusters Score -290803.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -290803.937500 Penalty: 835.021423
	Iteration 55Q: 3 clusters Score -290803.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -290804.187500 Penalty: 835.021423
	Iteration 56Q: 3 clusters Score -290804.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -290804.625000 Penalty: 835.021423
	Iteration 57Q: 3 clusters Score -290804.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -290804.656250 Penalty: 835.021423
	Iteration 58Q: 3 clusters Score -290804.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -290805.156250 Penalty: 835.021423
	Iteration 59Q: 3 clusters Score -290805.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -290804.968750 Penalty: 835.021423
	Iteration 60F: 3 clusters Score -290805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -290806.593750 Penalty: 835.021423
	Iteration 61Q: 3 clusters Score -290806.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -290807.125000 Penalty: 835.021423
	Iteration 62Q: 3 clusters Score -290807.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -290807.250000 Penalty: 835.021423
	Iteration 63Q: 3 clusters Score -290807.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -290807.937500 Penalty: 835.021423
	Iteration 64Q: 3 clusters Score -290807.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -290808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -290808.812500 Penalty: 835.021423
	Iteration 66Q: 3 clusters Score -290808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -290808.812500 Penalty: 835.021423
	Iteration 67F: 3 clusters Score -290808.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 152330 members 
Mstep: Class 2 contains 7382 members 
Mstep: Class 3 contains 58253 members 
Mstep: Class 4 contains 117162 members 
Mstep: Class 5 contains 8125 members 
Mstep: Class 6 contains 6826 members 
Mstep: Class 7 contains 20308 members 
Mstep: Class 8 contains 62952 members 
Mstep: Class 9 contains 16783 members 
Mstep: Class 10 contains 158 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 4122 members 
Mstep: Class 13 contains 34214 members 
Mstep: Class 14 contains 2110 members 
Mstep: Class 15 contains 5463 members 
Mstep: Class 16 contains 1798 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 2442 members 
Mstep: Class 20 contains 4477 members 
Mstep: Class 21 contains 9663 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 23 clusters Score -1.573203e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 152062 members 
Mstep: Class 2 contains 7542 members 
Mstep: Class 3 contains 58181 members 
Mstep: Class 4 contains 117143 members 
Mstep: Class 5 contains 8139 members 
Mstep: Class 6 contains 6820 members 
Mstep: Class 7 contains 20796 members 
Mstep: Class 8 contains 62932 members 
Mstep: Class 9 contains 16687 members 
Mstep: Class 10 contains 163 members 
Mstep: Class 11 contains 2311 members 
Mstep: Class 12 contains 4114 members 
Mstep: Class 13 contains 34085 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 5464 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 442 members 
Mstep: Class 18 contains 2472 members 
Mstep: Class 19 contains 5350 members 
Mstep: Class 20 contains 4504 members 
Mstep: Class 21 contains 9614 members 
Mstep: Class 22 contains 342 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 23 clusters Score -1.573228e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 151921 members 
Mstep: Class 2 contains 7670 members 
Mstep: Class 3 contains 58102 members 
Mstep: Class 4 contains 117110 members 
Mstep: Class 5 contains 8146 members 
Mstep: Class 6 contains 6812 members 
Mstep: Class 7 contains 21077 members 
Mstep: Class 8 contains 62893 members 
Mstep: Class 9 contains 16608 members 
Mstep: Class 10 contains 169 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 4119 members 
Mstep: Class 13 contains 33946 members 
Mstep: Class 14 contains 2105 members 
Mstep: Class 15 contains 5457 members 
Mstep: Class 16 contains 1854 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 5436 members 
Mstep: Class 20 contains 4527 members 
Mstep: Class 21 contains 9550 members 
Mstep: Class 22 contains 415 members 
Entering Unmasked Estep 
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Iteration 121Q: 23 clusters Score -1.573244e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 151772 members 
Mstep: Class 2 contains 7829 members 
Mstep: Class 3 contains 58024 members 
Mstep: Class 4 contains 117084 members 
Mstep: Class 5 contains 8168 members 
Mstep: Class 6 contains 6815 members 
Mstep: Class 7 contains 21341 members 
Mstep: Class 8 contains 62866 members 
Mstep: Class 9 contains 16512 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 2308 members 
Mstep: Class 12 contains 4126 members 
Mstep: Class 13 contains 33800 members 
Mstep: Class 14 contains 2107 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 1889 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 18 contains 2363 members 
Mstep: Class 19 contains 5515 members 
Mstep: Class 20 contains 4542 members 
Mstep: Class 21 contains 9485 members 
Mstep: Class 22 contains 478 members 
Entering Unmasked Estep 
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Iteration 122Q: 23 clusters Score -1.573259e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 151660 members 
Mstep: Class 2 contains 7964 members 
Mstep: Class 3 contains 57971 members 
Mstep: Class 4 contains 117040 members 
Mstep: Class 5 contains 8184 members 
Mstep: Class 6 contains 6811 members 
Mstep: Class 7 contains 21565 members 
Mstep: Class 8 contains 62855 members 
Mstep: Class 9 contains 16431 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 4128 members 
Mstep: Class 13 contains 33669 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 5452 members 
Mstep: Class 16 contains 1902 members 
Mstep: Class 17 contains 444 members 
Mstep: Class 18 contains 2324 members 
Mstep: Class 19 contains 5574 members 
Mstep: Class 20 contains 4560 members 
Mstep: Class 21 contains 9443 members 
Mstep: Class 22 contains 527 members 
Entering Unmasked Estep 
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Iteration 123Q: 23 clusters Score -1.573266e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 151541 members 
Mstep: Class 2 contains 8061 members 
Mstep: Class 3 contains 57916 members 
Mstep: Class 4 contains 116990 members 
Mstep: Class 5 contains 8218 members 
Mstep: Class 6 contains 6818 members 
Mstep: Class 7 contains 21799 members 
Mstep: Class 8 contains 62849 members 
Mstep: Class 9 contains 16363 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 2305 members 
Mstep: Class 12 contains 4105 members 
Mstep: Class 13 contains 33560 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 5453 members 
Mstep: Class 16 contains 1919 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2297 members 
Mstep: Class 19 contains 5613 members 
Mstep: Class 20 contains 4577 members 
Mstep: Class 21 contains 9410 members 
Mstep: Class 22 contains 568 members 
Entering Unmasked Estep 
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Iteration 124Q: 23 clusters Score -1.573273e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 151411 members 
Mstep: Class 2 contains 8174 members 
Mstep: Class 3 contains 57857 members 
Mstep: Class 4 contains 116949 members 
Mstep: Class 5 contains 8256 members 
Mstep: Class 6 contains 6829 members 
Mstep: Class 7 contains 22023 members 
Mstep: Class 8 contains 62857 members 
Mstep: Class 9 contains 16286 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 2309 members 
Mstep: Class 12 contains 4086 members 
Mstep: Class 13 contains 33453 members 
Mstep: Class 14 contains 2110 members 
Mstep: Class 15 contains 5450 members 
Mstep: Class 16 contains 1937 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2268 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 4590 members 
Mstep: Class 21 contains 9375 members 
Mstep: Class 22 contains 605 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 23 clusters Score -1.573283e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 151286 members 
Mstep: Class 2 contains 8282 members 
Mstep: Class 3 contains 57808 members 
Mstep: Class 4 contains 116918 members 
Mstep: Class 5 contains 8284 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 22225 members 
Mstep: Class 8 contains 62849 members 
Mstep: Class 9 contains 16246 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 2312 members 
Mstep: Class 12 contains 4070 members 
Mstep: Class 13 contains 33348 members 
Mstep: Class 14 contains 2112 members 
Mstep: Class 15 contains 5444 members 
Mstep: Class 16 contains 1950 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2239 members 
Mstep: Class 19 contains 5677 members 
Mstep: Class 20 contains 4610 members 
Mstep: Class 21 contains 9335 members 
Mstep: Class 22 contains 638 members 
Entering Unmasked Estep 
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Iteration 126Q: 23 clusters Score -1.573293e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 151175 members 
Mstep: Class 2 contains 8394 members 
Mstep: Class 3 contains 57770 members 
Mstep: Class 4 contains 116887 members 
Mstep: Class 5 contains 8304 members 
Mstep: Class 6 contains 6845 members 
Mstep: Class 7 contains 22414 members 
Mstep: Class 8 contains 62855 members 
Mstep: Class 9 contains 16194 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 2313 members 
Mstep: Class 12 contains 4064 members 
Mstep: Class 13 contains 33243 members 
Mstep: Class 14 contains 2112 members 
Mstep: Class 15 contains 5441 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2224 members 
Mstep: Class 19 contains 5699 members 
Mstep: Class 20 contains 4628 members 
Mstep: Class 21 contains 9293 members 
Mstep: Class 22 contains 659 members 
Entering Unmasked Estep 
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Iteration 127Q: 23 clusters Score -1.573298e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 151087 members 
Mstep: Class 2 contains 8479 members 
Mstep: Class 3 contains 57747 members 
Mstep: Class 4 contains 116844 members 
Mstep: Class 5 contains 8320 members 
Mstep: Class 6 contains 6848 members 
Mstep: Class 7 contains 22573 members 
Mstep: Class 8 contains 62882 members 
Mstep: Class 9 contains 16153 members 
Mstep: Class 10 contains 171 members 
Mstep: Class 11 contains 2316 members 
Mstep: Class 12 contains 4055 members 
Mstep: Class 13 contains 33143 members 
Mstep: Class 14 contains 2111 members 
Mstep: Class 15 contains 5439 members 
Mstep: Class 16 contains 1969 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 18 contains 2206 members 
Mstep: Class 19 contains 5726 members 
Mstep: Class 20 contains 4641 members 
Mstep: Class 21 contains 9256 members 
Mstep: Class 22 contains 676 members 
Entering Unmasked Estep 
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Iteration 128Q: 23 clusters Score -1.573307e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 151001 members 
Mstep: Class 2 contains 8564 members 
Mstep: Class 3 contains 57726 members 
Mstep: Class 4 contains 116797 members 
Mstep: Class 5 contains 8335 members 
Mstep: Class 6 contains 6849 members 
Mstep: Class 7 contains 22715 members 
Mstep: Class 8 contains 62921 members 
Mstep: Class 9 contains 16090 members 
Mstep: Class 10 contains 170 members 
Mstep: Class 11 contains 2321 members 
Mstep: Class 12 contains 4054 members 
Mstep: Class 13 contains 33054 members 
Mstep: Class 14 contains 2113 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 1972 members 
Mstep: Class 17 contains 448 members 
Mstep: Class 18 contains 2196 members 
Mstep: Class 19 contains 5751 members 
Mstep: Class 20 contains 4657 members 
Mstep: Class 21 contains 9226 members 
Mstep: Class 22 contains 691 members 
Entering Unmasked Estep 
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Iteration 129Q: 23 clusters Score -1.573309e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 150945 members 
Mstep: Class 2 contains 8648 members 
Mstep: Class 3 contains 57681 members 
Mstep: Class 4 contains 116765 members 
Mstep: Class 5 contains 8343 members 
Mstep: Class 6 contains 6850 members 
Mstep: Class 7 contains 22838 members 
Mstep: Class 8 contains 62943 members 
Mstep: Class 9 contains 16051 members 
Mstep: Class 10 contains 171 members 
Mstep: Class 11 contains 2325 members 
Mstep: Class 12 contains 4063 members 
Mstep: Class 13 contains 32958 members 
Mstep: Class 14 contains 2112 members 
Mstep: Class 15 contains 5438 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 18 contains 2186 members 
Mstep: Class 19 contains 5774 members 
Mstep: Class 20 contains 4678 members 
Mstep: Class 21 contains 9197 members 
Mstep: Class 22 contains 699 members 
Entering Unmasked Estep 
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Iteration 130Q: 23 clusters Score -1.573315e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 150894 members 
Mstep: Class 2 contains 8736 members 
Mstep: Class 3 contains 57636 members 
Mstep: Class 4 contains 116724 members 
Mstep: Class 5 contains 8348 members 
Mstep: Class 6 contains 6853 members 
Mstep: Class 7 contains 22956 members 
Mstep: Class 8 contains 62967 members 
Mstep: Class 9 contains 16033 members 
Mstep: Class 10 contains 171 members 
Mstep: Class 11 contains 2328 members 
Mstep: Class 12 contains 4069 members 
Mstep: Class 13 contains 32848 members 
Mstep: Class 14 contains 2113 members 
Mstep: Class 15 contains 5430 members 
Mstep: Class 16 contains 1982 members 
Mstep: Class 17 contains 448 members 
Mstep: Class 18 contains 2177 members 
Mstep: Class 19 contains 5791 members 
Mstep: Class 20 contains 4709 members 
Mstep: Class 21 contains 9169 members 
Mstep: Class 22 contains 707 members 
Entering Unmasked Estep 
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Iteration 131Q: 23 clusters Score -1.57332e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 150854 members 
Mstep: Class 2 contains 8825 members 
Mstep: Class 3 contains 57591 members 
Mstep: Class 4 contains 116687 members 
Mstep: Class 5 contains 8353 members 
Mstep: Class 6 contains 6855 members 
Mstep: Class 7 contains 23072 members 
Mstep: Class 8 contains 62973 members 
Mstep: Class 9 contains 16001 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 2331 members 
Mstep: Class 12 contains 4073 members 
Mstep: Class 13 contains 32738 members 
Mstep: Class 14 contains 2114 members 
Mstep: Class 15 contains 5420 members 
Mstep: Class 16 contains 1989 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 5807 members 
Mstep: Class 20 contains 4747 members 
Mstep: Class 21 contains 9145 members 
Mstep: Class 22 contains 723 members 
Entering Unmasked Estep 
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Iteration 132Q: 23 clusters Score -1.573324e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 150822 members 
Mstep: Class 2 contains 8903 members 
Mstep: Class 3 contains 57550 members 
Mstep: Class 4 contains 116650 members 
Mstep: Class 5 contains 8362 members 
Mstep: Class 6 contains 6862 members 
Mstep: Class 7 contains 23167 members 
Mstep: Class 8 contains 62991 members 
Mstep: Class 9 contains 15970 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 4074 members 
Mstep: Class 13 contains 32634 members 
Mstep: Class 14 contains 2113 members 
Mstep: Class 15 contains 5418 members 
Mstep: Class 16 contains 1992 members 
Mstep: Class 17 contains 446 members 
Mstep: Class 18 contains 2162 members 
Mstep: Class 19 contains 5826 members 
Mstep: Class 20 contains 4771 members 
Mstep: Class 21 contains 9129 members 
Mstep: Class 22 contains 738 members 
Entering Unmasked Estep 
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Iteration 133Q: 23 clusters Score -1.573324e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 150775 members 
Mstep: Class 2 contains 8972 members 
Mstep: Class 3 contains 57510 members 
Mstep: Class 4 contains 116620 members 
Mstep: Class 5 contains 8369 members 
Mstep: Class 6 contains 6867 members 
Mstep: Class 7 contains 23250 members 
Mstep: Class 8 contains 63008 members 
Mstep: Class 9 contains 15942 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 2352 members 
Mstep: Class 12 contains 4076 members 
Mstep: Class 13 contains 32546 members 
Mstep: Class 14 contains 2112 members 
Mstep: Class 15 contains 5414 members 
Mstep: Class 16 contains 1999 members 
Mstep: Class 17 contains 443 members 
Mstep: Class 18 contains 2156 members 
Mstep: Class 19 contains 5851 members 
Mstep: Class 20 contains 4791 members 
Mstep: Class 21 contains 9111 members 
Mstep: Class 22 contains 752 members 
Entering Unmasked Estep 
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Iteration 134Q: 23 clusters Score -1.573327e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 150746 members 
Mstep: Class 2 contains 9034 members 
Mstep: Class 3 contains 57460 members 
Mstep: Class 4 contains 116583 members 
Mstep: Class 5 contains 8387 members 
Mstep: Class 6 contains 6873 members 
Mstep: Class 7 contains 23315 members 
Mstep: Class 8 contains 63022 members 
Mstep: Class 9 contains 15925 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 2366 members 
Mstep: Class 12 contains 4081 members 
Mstep: Class 13 contains 32464 members 
Mstep: Class 14 contains 2109 members 
Mstep: Class 15 contains 5411 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 442 members 
Mstep: Class 18 contains 2151 members 
Mstep: Class 19 contains 5867 members 
Mstep: Class 20 contains 4809 members 
Mstep: Class 21 contains 9092 members 
Mstep: Class 22 contains 783 members 
Entering Unmasked Estep 
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Iteration 135Q: 23 clusters Score -1.573329e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 150723 members 
Mstep: Class 2 contains 9079 members 
Mstep: Class 3 contains 57434 members 
Mstep: Class 4 contains 116543 members 
Mstep: Class 5 contains 8404 members 
Mstep: Class 6 contains 6873 members 
Mstep: Class 7 contains 23368 members 
Mstep: Class 8 contains 63040 members 
Mstep: Class 9 contains 15909 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 2375 members 
Mstep: Class 12 contains 4080 members 
Mstep: Class 13 contains 32391 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 5405 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2143 members 
Mstep: Class 19 contains 5880 members 
Mstep: Class 20 contains 4822 members 
Mstep: Class 21 contains 9075 members 
Mstep: Class 22 contains 822 members 
Entering Unmasked Estep 
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Iteration 136Q: 23 clusters Score -1.573336e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 150707 members 
Mstep: Class 2 contains 9126 members 
Mstep: Class 3 contains 57417 members 
Mstep: Class 4 contains 116499 members 
Mstep: Class 5 contains 8411 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 23418 members 
Mstep: Class 8 contains 63055 members 
Mstep: Class 9 contains 15886 members 
Mstep: Class 10 contains 172 members 
Mstep: Class 11 contains 2381 members 
Mstep: Class 12 contains 4078 members 
Mstep: Class 13 contains 32310 members 
Mstep: Class 14 contains 2108 members 
Mstep: Class 15 contains 5399 members 
Mstep: Class 16 contains 2001 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2139 members 
Mstep: Class 19 contains 5898 members 
Mstep: Class 20 contains 4842 members 
Mstep: Class 21 contains 9066 members 
Mstep: Class 22 contains 859 members 
Entering Unmasked Estep 
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Iteration 137Q: 23 clusters Score -1.57334e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 150684 members 
Mstep: Class 2 contains 9169 members 
Mstep: Class 3 contains 57414 members 
Mstep: Class 4 contains 116453 members 
Mstep: Class 5 contains 8418 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 23473 members 
Mstep: Class 8 contains 63058 members 
Mstep: Class 9 contains 15876 members 
Mstep: Class 10 contains 173 members 
Mstep: Class 11 contains 2382 members 
Mstep: Class 12 contains 4078 members 
Mstep: Class 13 contains 32244 members 
Mstep: Class 14 contains 2112 members 
Mstep: Class 15 contains 5396 members 
Mstep: Class 16 contains 2003 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 18 contains 2133 members 
Mstep: Class 19 contains 5909 members 
Mstep: Class 20 contains 4852 members 
Mstep: Class 21 contains 9054 members 
Mstep: Class 22 contains 893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733420.000000 Penalty: 13180.710938
Iteration 138Q: 23 clusters Score -1.573342e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 150673 members 
Mstep: Class 2 contains 9207 members 
Mstep: Class 3 contains 57405 members 
Mstep: Class 4 contains 116412 members 
Mstep: Class 5 contains 8431 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 23509 members 
Mstep: Class 8 contains 63057 members 
Mstep: Class 9 contains 15871 members 
Mstep: Class 10 contains 176 members 
Mstep: Class 11 contains 2386 members 
Mstep: Class 12 contains 4081 members 
Mstep: Class 13 contains 32173 members 
Mstep: Class 14 contains 2115 members 
Mstep: Class 15 contains 5393 members 
Mstep: Class 16 contains 2001 members 
Mstep: Class 17 contains 435 members 
Mstep: Class 18 contains 2128 members 
Mstep: Class 19 contains 5919 members 
Mstep: Class 20 contains 4863 members 
Mstep: Class 21 contains 9049 members 
Mstep: Class 22 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733424.000000 Penalty: 13180.710938
Iteration 139Q: 23 clusters Score -1.573342e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 150665 members 
Mstep: Class 2 contains 9240 members 
Mstep: Class 3 contains 57394 members 
Mstep: Class 4 contains 116375 members 
Mstep: Class 5 contains 8438 members 
Mstep: Class 6 contains 6878 members 
Mstep: Class 7 contains 23535 members 
Mstep: Class 8 contains 63055 members 
Mstep: Class 9 contains 15861 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 2396 members 
Mstep: Class 12 contains 4083 members 
Mstep: Class 13 contains 32116 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 15 contains 5394 members 
Mstep: Class 16 contains 1998 members 
Mstep: Class 17 contains 435 members 
Mstep: Class 18 contains 2127 members 
Mstep: Class 19 contains 5932 members 
Mstep: Class 20 contains 4873 members 
Mstep: Class 21 contains 9038 members 
Mstep: Class 22 contains 957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733444.000000 Penalty: 13180.710938
Iteration 140F: 23 clusters Score -1.573344e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150656 members 
Mstep: Class 2 contains 9275 members 
Mstep: Class 3 contains 57387 members 
Mstep: Class 4 contains 116328 members 
Mstep: Class 5 contains 8445 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 23573 members 
Mstep: Class 8 contains 63075 members 
Mstep: Class 9 contains 15842 members 
Mstep: Class 10 contains 177 members 
Mstep: Class 11 contains 2405 members 
Mstep: Class 12 contains 4084 members 
Mstep: Class 13 contains 32049 members 
Mstep: Class 14 contains 2125 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 1996 members 
Mstep: Class 17 contains 438 members 
Mstep: Class 18 contains 2130 members 
Mstep: Class 19 contains 5939 members 
Mstep: Class 20 contains 4881 members 
Mstep: Class 21 contains 9027 members 
Mstep: Class 22 contains 984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733425.000000 Penalty: 13180.710938
Iteration 141Q: 23 clusters Score -1.573342e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150654 members 
Mstep: Class 2 contains 9317 members 
Mstep: Class 3 contains 57375 members 
Mstep: Class 4 contains 116279 members 
Mstep: Class 5 contains 8463 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 23620 members 
Mstep: Class 8 contains 63085 members 
Mstep: Class 9 contains 15815 members 
Mstep: Class 10 contains 180 members 
Mstep: Class 11 contains 2413 members 
Mstep: Class 12 contains 4083 members 
Mstep: Class 13 contains 31971 members 
Mstep: Class 14 contains 2124 members 
Mstep: Class 15 contains 5391 members 
Mstep: Class 16 contains 1993 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2123 members 
Mstep: Class 19 contains 5949 members 
Mstep: Class 20 contains 4889 members 
Mstep: Class 21 contains 9018 members 
Mstep: Class 22 contains 1027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733465.000000 Penalty: 13180.710938
Iteration 142Q: 23 clusters Score -1.573346e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150657 members 
Mstep: Class 2 contains 9353 members 
Mstep: Class 3 contains 57365 members 
Mstep: Class 4 contains 116233 members 
Mstep: Class 5 contains 8470 members 
Mstep: Class 6 contains 6873 members 
Mstep: Class 7 contains 23670 members 
Mstep: Class 8 contains 63092 members 
Mstep: Class 9 contains 15787 members 
Mstep: Class 10 contains 181 members 
Mstep: Class 11 contains 2421 members 
Mstep: Class 12 contains 4081 members 
Mstep: Class 13 contains 31907 members 
Mstep: Class 14 contains 2121 members 
Mstep: Class 15 contains 5392 members 
Mstep: Class 16 contains 1992 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 18 contains 2120 members 
Mstep: Class 19 contains 5959 members 
Mstep: Class 20 contains 4899 members 
Mstep: Class 21 contains 8998 members 
Mstep: Class 22 contains 1074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733481.000000 Penalty: 13180.710938
Iteration 143Q: 23 clusters Score -1.573348e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150651 members 
Mstep: Class 2 contains 9385 members 
Mstep: Class 3 contains 57336 members 
Mstep: Class 4 contains 116208 members 
Mstep: Class 5 contains 8494 members 
Mstep: Class 6 contains 6874 members 
Mstep: Class 7 contains 23719 members 
Mstep: Class 8 contains 63092 members 
Mstep: Class 9 contains 15764 members 
Mstep: Class 10 contains 181 members 
Mstep: Class 11 contains 2431 members 
Mstep: Class 12 contains 4081 members 
Mstep: Class 13 contains 31840 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 15 contains 5390 members 
Mstep: Class 16 contains 1990 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2115 members 
Mstep: Class 19 contains 5965 members 
Mstep: Class 20 contains 4905 members 
Mstep: Class 21 contains 8981 members 
Mstep: Class 22 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733493.000000 Penalty: 13180.710938
Iteration 144Q: 23 clusters Score -1.573349e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150638 members 
Mstep: Class 2 contains 9411 members 
Mstep: Class 3 contains 57303 members 
Mstep: Class 4 contains 116187 members 
Mstep: Class 5 contains 8519 members 
Mstep: Class 6 contains 6872 members 
Mstep: Class 7 contains 23760 members 
Mstep: Class 8 contains 63102 members 
Mstep: Class 9 contains 15740 members 
Mstep: Class 10 contains 181 members 
Mstep: Class 11 contains 2439 members 
Mstep: Class 12 contains 4081 members 
Mstep: Class 13 contains 31789 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 15 contains 5390 members 
Mstep: Class 16 contains 1991 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 18 contains 2119 members 
Mstep: Class 19 contains 5962 members 
Mstep: Class 20 contains 4915 members 
Mstep: Class 21 contains 8966 members 
Mstep: Class 22 contains 1160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733481.000000 Penalty: 13180.710938
Iteration 145Q: 23 clusters Score -1.573348e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150618 members 
Mstep: Class 2 contains 9437 members 
Mstep: Class 3 contains 57263 members 
Mstep: Class 4 contains 116157 members 
Mstep: Class 5 contains 8545 members 
Mstep: Class 6 contains 6873 members 
Mstep: Class 7 contains 23800 members 
Mstep: Class 8 contains 63123 members 
Mstep: Class 9 contains 15718 members 
Mstep: Class 10 contains 182 members 
Mstep: Class 11 contains 2446 members 
Mstep: Class 12 contains 4081 members 
Mstep: Class 13 contains 31745 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 15 contains 5390 members 
Mstep: Class 16 contains 1993 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 2124 members 
Mstep: Class 19 contains 5968 members 
Mstep: Class 20 contains 4923 members 
Mstep: Class 21 contains 8952 members 
Mstep: Class 22 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733520.000000 Penalty: 13180.710938
Iteration 146Q: 23 clusters Score -1.573352e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150600 members 
Mstep: Class 2 contains 9460 members 
Mstep: Class 3 contains 57228 members 
Mstep: Class 4 contains 116121 members 
Mstep: Class 5 contains 8557 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 23837 members 
Mstep: Class 8 contains 63122 members 
Mstep: Class 9 contains 15709 members 
Mstep: Class 10 contains 183 members 
Mstep: Class 11 contains 2457 members 
Mstep: Class 12 contains 4084 members 
Mstep: Class 13 contains 31719 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 15 contains 5390 members 
Mstep: Class 16 contains 1993 members 
Mstep: Class 17 contains 443 members 
Mstep: Class 18 contains 2131 members 
Mstep: Class 19 contains 5976 members 
Mstep: Class 20 contains 4930 members 
Mstep: Class 21 contains 8936 members 
Mstep: Class 22 contains 1213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733545.000000 Penalty: 13180.710938
Iteration 147Q: 23 clusters Score -1.573354e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150589 members 
Mstep: Class 2 contains 9484 members 
Mstep: Class 3 contains 57202 members 
Mstep: Class 4 contains 116091 members 
Mstep: Class 5 contains 8568 members 
Mstep: Class 6 contains 6879 members 
Mstep: Class 7 contains 23877 members 
Mstep: Class 8 contains 63119 members 
Mstep: Class 9 contains 15683 members 
Mstep: Class 10 contains 184 members 
Mstep: Class 11 contains 2461 members 
Mstep: Class 12 contains 4088 members 
Mstep: Class 13 contains 31690 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 15 contains 5391 members 
Mstep: Class 16 contains 1991 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2135 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 4943 members 
Mstep: Class 21 contains 8927 members 
Mstep: Class 22 contains 1238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733579.000000 Penalty: 13180.710938
Iteration 148Q: 23 clusters Score -1.573358e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150573 members 
Mstep: Class 2 contains 9499 members 
Mstep: Class 3 contains 57176 members 
Mstep: Class 4 contains 116068 members 
Mstep: Class 5 contains 8587 members 
Mstep: Class 6 contains 6880 members 
Mstep: Class 7 contains 23914 members 
Mstep: Class 8 contains 63107 members 
Mstep: Class 9 contains 15668 members 
Mstep: Class 10 contains 188 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 4088 members 
Mstep: Class 13 contains 31668 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 15 contains 5391 members 
Mstep: Class 16 contains 1985 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 18 contains 2135 members 
Mstep: Class 19 contains 5986 members 
Mstep: Class 20 contains 4957 members 
Mstep: Class 21 contains 8924 members 
Mstep: Class 22 contains 1262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733601.000000 Penalty: 13180.710938
Iteration 149Q: 23 clusters Score -1.57336e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150551 members 
Mstep: Class 2 contains 9511 members 
Mstep: Class 3 contains 57163 members 
Mstep: Class 4 contains 116039 members 
Mstep: Class 5 contains 8595 members 
Mstep: Class 6 contains 6883 members 
Mstep: Class 7 contains 23956 members 
Mstep: Class 8 contains 63099 members 
Mstep: Class 9 contains 15664 members 
Mstep: Class 10 contains 191 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 4088 members 
Mstep: Class 13 contains 31650 members 
Mstep: Class 14 contains 2121 members 
Mstep: Class 15 contains 5391 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 448 members 
Mstep: Class 18 contains 2135 members 
Mstep: Class 19 contains 5991 members 
Mstep: Class 20 contains 4963 members 
Mstep: Class 21 contains 8922 members 
Mstep: Class 22 contains 1285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733633.000000 Penalty: 13180.710938
Iteration 150Q: 23 clusters Score -1.573363e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150530 members 
Mstep: Class 2 contains 9522 members 
Mstep: Class 3 contains 57139 members 
Mstep: Class 4 contains 116015 members 
Mstep: Class 5 contains 8615 members 
Mstep: Class 6 contains 6884 members 
Mstep: Class 7 contains 23991 members 
Mstep: Class 8 contains 63108 members 
Mstep: Class 9 contains 15650 members 
Mstep: Class 10 contains 194 members 
Mstep: Class 11 contains 2462 members 
Mstep: Class 12 contains 4088 members 
Mstep: Class 13 contains 31630 members 
Mstep: Class 14 contains 2120 members 
Mstep: Class 15 contains 5389 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 450 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 5996 members 
Mstep: Class 20 contains 4967 members 
Mstep: Class 21 contains 8920 members 
Mstep: Class 22 contains 1304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733632.000000 Penalty: 13180.710938
Iteration 151Q: 23 clusters Score -1.573363e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150518 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 57120 members 
Mstep: Class 4 contains 115983 members 
Mstep: Class 5 contains 8630 members 
Mstep: Class 6 contains 6885 members 
Mstep: Class 7 contains 24015 members 
Mstep: Class 8 contains 63116 members 
Mstep: Class 9 contains 15639 members 
Mstep: Class 10 contains 197 members 
Mstep: Class 11 contains 2463 members 
Mstep: Class 12 contains 4087 members 
Mstep: Class 13 contains 31622 members 
Mstep: Class 14 contains 2122 members 
Mstep: Class 15 contains 5393 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 454 members 
Mstep: Class 18 contains 2138 members 
Mstep: Class 19 contains 6000 members 
Mstep: Class 20 contains 4969 members 
Mstep: Class 21 contains 8919 members 
Mstep: Class 22 contains 1315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733668.000000 Penalty: 13180.710938
Iteration 152Q: 23 clusters Score -1.573367e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150512 members 
Mstep: Class 2 contains 9529 members 
Mstep: Class 3 contains 57115 members 
Mstep: Class 4 contains 115947 members 
Mstep: Class 5 contains 8636 members 
Mstep: Class 6 contains 6886 members 
Mstep: Class 7 contains 24039 members 
Mstep: Class 8 contains 63113 members 
Mstep: Class 9 contains 15642 members 
Mstep: Class 10 contains 200 members 
Mstep: Class 11 contains 2465 members 
Mstep: Class 12 contains 4086 members 
Mstep: Class 13 contains 31618 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 5394 members 
Mstep: Class 16 contains 1971 members 
Mstep: Class 17 contains 458 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 6003 members 
Mstep: Class 20 contains 4971 members 
Mstep: Class 21 contains 8914 members 
Mstep: Class 22 contains 1326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733682.000000 Penalty: 13180.710938
Iteration 153Q: 23 clusters Score -1.573368e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150502 members 
Mstep: Class 2 contains 9526 members 
Mstep: Class 3 contains 57119 members 
Mstep: Class 4 contains 115902 members 
Mstep: Class 5 contains 8638 members 
Mstep: Class 6 contains 6891 members 
Mstep: Class 7 contains 24054 members 
Mstep: Class 8 contains 63128 members 
Mstep: Class 9 contains 15647 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 2467 members 
Mstep: Class 12 contains 4088 members 
Mstep: Class 13 contains 31606 members 
Mstep: Class 14 contains 2123 members 
Mstep: Class 15 contains 5395 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 17 contains 462 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 6010 members 
Mstep: Class 20 contains 4973 members 
Mstep: Class 21 contains 8914 members 
Mstep: Class 22 contains 1334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733692.000000 Penalty: 13180.710938
Iteration 154Q: 23 clusters Score -1.573369e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150503 members 
Mstep: Class 2 contains 9531 members 
Mstep: Class 3 contains 57124 members 
Mstep: Class 4 contains 115858 members 
Mstep: Class 5 contains 8638 members 
Mstep: Class 6 contains 6894 members 
Mstep: Class 7 contains 24066 members 
Mstep: Class 8 contains 63137 members 
Mstep: Class 9 contains 15661 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 2468 members 
Mstep: Class 12 contains 4087 members 
Mstep: Class 13 contains 31589 members 
Mstep: Class 14 contains 2125 members 
Mstep: Class 15 contains 5397 members 
Mstep: Class 16 contains 1961 members 
Mstep: Class 17 contains 460 members 
Mstep: Class 18 contains 2137 members 
Mstep: Class 19 contains 6013 members 
Mstep: Class 20 contains 4973 members 
Mstep: Class 21 contains 8912 members 
Mstep: Class 22 contains 1350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733701.000000 Penalty: 13180.710938
Iteration 155Q: 23 clusters Score -1.57337e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150505 members 
Mstep: Class 2 contains 9538 members 
Mstep: Class 3 contains 57121 members 
Mstep: Class 4 contains 115828 members 
Mstep: Class 5 contains 8646 members 
Mstep: Class 6 contains 6894 members 
Mstep: Class 7 contains 24080 members 
Mstep: Class 8 contains 63134 members 
Mstep: Class 9 contains 15661 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 2470 members 
Mstep: Class 12 contains 4087 members 
Mstep: Class 13 contains 31571 members 
Mstep: Class 14 contains 2126 members 
Mstep: Class 15 contains 5396 members 
Mstep: Class 16 contains 1963 members 
Mstep: Class 17 contains 463 members 
Mstep: Class 18 contains 2138 members 
Mstep: Class 19 contains 6016 members 
Mstep: Class 20 contains 4972 members 
Mstep: Class 21 contains 8908 members 
Mstep: Class 22 contains 1367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733709.000000 Penalty: 13180.710938
Iteration 156Q: 23 clusters Score -1.573371e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150503 members 
Mstep: Class 2 contains 9548 members 
Mstep: Class 3 contains 57114 members 
Mstep: Class 4 contains 115794 members 
Mstep: Class 5 contains 8653 members 
Mstep: Class 6 contains 6897 members 
Mstep: Class 7 contains 24082 members 
Mstep: Class 8 contains 63143 members 
Mstep: Class 9 contains 15660 members 
Mstep: Class 10 contains 201 members 
Mstep: Class 11 contains 2472 members 
Mstep: Class 12 contains 4088 members 
Mstep: Class 13 contains 31559 members 
Mstep: Class 14 contains 2128 members 
Mstep: Class 15 contains 5396 members 
Mstep: Class 16 contains 1962 members 
Mstep: Class 17 contains 468 members 
Mstep: Class 18 contains 2140 members 
Mstep: Class 19 contains 6021 members 
Mstep: Class 20 contains 4973 members 
Mstep: Class 21 contains 8903 members 
Mstep: Class 22 contains 1380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733723.000000 Penalty: 13180.710938
Iteration 157Q: 23 clusters Score -1.573372e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150504 members 
Mstep: Class 2 contains 9556 members 
Mstep: Class 3 contains 57106 members 
Mstep: Class 4 contains 115753 members 
Mstep: Class 5 contains 8667 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 7 contains 24085 members 
Mstep: Class 8 contains 63165 members 
Mstep: Class 9 contains 15655 members 
Mstep: Class 10 contains 202 members 
Mstep: Class 11 contains 2473 members 
Mstep: Class 12 contains 4090 members 
Mstep: Class 13 contains 31547 members 
Mstep: Class 14 contains 2129 members 
Mstep: Class 15 contains 5397 members 
Mstep: Class 16 contains 1955 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 19 contains 6022 members 
Mstep: Class 20 contains 4975 members 
Mstep: Class 21 contains 8901 members 
Mstep: Class 22 contains 1390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733708.000000 Penalty: 13180.710938
Iteration 158Q: 23 clusters Score -1.573371e+07 nChanged 118
Entering ConstructFrom: 
Score: -15733708.000000 Penalty: 13180.710938
Entering ConstructFrom: 
Trying to split cluster 1 (150508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150508 members 
Entering Unmasked Estep 
Score: -4992293.500000 Penalty: 542.440613
	Iteration 0F: 2 clusters Score -4992294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 75450 members 
Entering Unmasked Estep 
Score: -4890369.000000 Penalty: 1084.881226
	Iteration 0F: 3 clusters Score -4890369 nChanged 73818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66940 members 
Mstep: Class 2 contains 83568 members 
Entering Unmasked Estep 
Score: -4937639.500000 Penalty: 1084.881226
	Iteration 1F: 3 clusters Score -4937640 nChanged 9037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60297 members 
Mstep: Class 2 contains 90211 members 
Entering Unmasked Estep 
Score: -4942623.500000 Penalty: 1084.881226
	Iteration 2F: 3 clusters Score -4942624 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51466 members 
Mstep: Class 2 contains 99042 members 
Entering Unmasked Estep 
Score: -4950425.000000 Penalty: 1084.881226
	Iteration 3F: 3 clusters Score -4950425 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 108746 members 
Entering Unmasked Estep 
Score: -4959967.500000 Penalty: 1084.881226
	Iteration 4F: 3 clusters Score -4959968 nChanged 10396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 117366 members 
Entering Unmasked Estep 
Score: -4969078.000000 Penalty: 1084.881226
	Iteration 5F: 3 clusters Score -4969078 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26780 members 
Mstep: Class 2 contains 123728 members 
Entering Unmasked Estep 
Score: -4976107.500000 Penalty: 1084.881226
	Iteration 6F: 3 clusters Score -4976108 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 128039 members 
Entering Unmasked Estep 
Score: -4980518.500000 Penalty: 1084.881226
	Iteration 7Q: 3 clusters Score -4980518 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 131099 members 
Entering Unmasked Estep 
Score: -4982933.000000 Penalty: 1084.881226
	Iteration 8Q: 3 clusters Score -4982933 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 133579 members 
Entering Unmasked Estep 
Score: -4984558.000000 Penalty: 1084.881226
	Iteration 9Q: 3 clusters Score -4984558 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 135782 members 
Entering Unmasked Estep 
Score: -4985887.500000 Penalty: 1084.881226
	Iteration 10Q: 3 clusters Score -4985888 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 137714 members 
Entering Unmasked Estep 
Score: -4986980.000000 Penalty: 1084.881226
	Iteration 11Q: 3 clusters Score -4986980 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 139303 members 
Entering Unmasked Estep 
Score: -4987812.500000 Penalty: 1084.881226
	Iteration 12Q: 3 clusters Score -4987812 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 140657 members 
Entering Unmasked Estep 
Score: -4988479.000000 Penalty: 1084.881226
	Iteration 13Q: 3 clusters Score -4988479 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 141820 members 
Entering Unmasked Estep 
Score: -4989066.500000 Penalty: 1084.881226
	Iteration 14Q: 3 clusters Score -4989066 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 142753 members 
Entering Unmasked Estep 
Score: -4989466.500000 Penalty: 1084.881226
	Iteration 15Q: 3 clusters Score -4989466 nChanged 782
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 143535 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -4989788 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 144224 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -4990057 nChanged 591
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Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 144815 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -4990280 nChanged 504
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 145315 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 145752 members 
Entering Unmasked Estep 
Score: -4990614.500000 Penalty: 1084.881226
	Iteration 20F: 3 clusters Score -4990614 nChanged 416
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 146164 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -4990766 nChanged 357
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 146519 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -4990882 nChanged 325
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 146840 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -4990968 nChanged 281
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 147121 members 
Entering Unmasked Estep 
Score: -4991055.500000 Penalty: 1084.881226
	Iteration 24Q: 3 clusters Score -4991056 nChanged 235
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 147356 members 
Entering Unmasked Estep 
Score: -4991111.500000 Penalty: 1084.881226
	Iteration 25Q: 3 clusters Score -4991112 nChanged 205
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Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 147557 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -4991181 nChanged 213
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 147768 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -4991239 nChanged 199
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Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 147963 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -4991304 nChanged 178
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Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 148139 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -4991352 nChanged 183
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 148316 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -4991391 nChanged 151
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Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 148465 members 
Entering Unmasked Estep 
Score: -4991444.500000 Penalty: 1084.881226
	Iteration 31Q: 3 clusters Score -4991444 nChanged 149
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Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 148612 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -4991508 nChanged 150
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 148750 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -4991574 nChanged 134
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 148876 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -4991637 nChanged 105
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Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 148971 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -4991673 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 149041 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -4991705 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 149112 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -4991732 nChanged 57
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 149167 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -4991750 nChanged 58
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 149217 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -4991757 nChanged 49
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Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 149256 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -4991756 nChanged 50
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Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 149298 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -4991763 nChanged 51
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 149341 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -4991784 nChanged 47
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 149374 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -4991794 nChanged 47
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Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 149413 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -4991812 nChanged 39
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Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 149446 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -4991806 nChanged 31
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Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 149465 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -4991809 nChanged 32
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Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 149487 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -4991821 nChanged 26
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Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 149499 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -4991828 nChanged 22
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Mstep: Class 1 contains 995 members 
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -4991832 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 149532 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -4991836 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 149551 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -4991836 nChanged 24
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 149567 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -4991843 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 149584 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -4991850 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 149605 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -4991846 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 149622 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -4991863 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 149644 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -4991874 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 149664 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -4991870 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 149684 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -4991880 nChanged 23
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 149701 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -4991887 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 149718 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -4991889 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 149731 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -4991891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 149743 members 
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	Iteration 62Q: 3 clusters Score -4991898 nChanged 15
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Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 149758 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -4991902 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -4991896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 149783 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -4991897 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 149790 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -4991896 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 149796 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -4991895 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 149802 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -4991899 nChanged 5
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Mstep: Class 1 contains 703 members 
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	Iteration 69Q: 3 clusters Score -4991900 nChanged 5
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Mstep: Class 1 contains 706 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -4991902 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
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	Iteration 71Q: 3 clusters Score -4991904 nChanged 1
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
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	Iteration 72Q: 3 clusters Score -4991905 nChanged 8
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 149806 members 
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	Iteration 73Q: 3 clusters Score -4991904 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 149814 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -4991904 nChanged 9
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 149821 members 
Entering Unmasked Estep 
Score: -4991910.500000 Penalty: 1084.881226
	Iteration 75Q: 3 clusters Score -4991910 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 149823 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -4991908 nChanged 1
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Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 149824 members 
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	Iteration 77Q: 3 clusters Score -4991908 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 149828 members 
Entering Unmasked Estep 
Score: -4991913.000000 Penalty: 1084.881226
	Iteration 78Q: 3 clusters Score -4991913 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 149832 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -4991908 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 149836 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -4991909 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 149838 members 
Entering Unmasked Estep 
Score: -4991907.500000 Penalty: 1084.881226
	Iteration 81Q: 3 clusters Score -4991908 nChanged 3
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 149841 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -4991905 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 149847 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -4991906 nChanged 6
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Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 149851 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -4991905 nChanged 7
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Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 149852 members 
Entering Unmasked Estep 
Score: -4991901.500000 Penalty: 1084.881226
	Iteration 85Q: 3 clusters Score -4991902 nChanged 8
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Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 149856 members 
Entering Unmasked Estep 
Score: -4991903.000000 Penalty: 1084.881226
	Iteration 86Q: 3 clusters Score -4991903 nChanged 6
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Mstep: Class 1 contains 652 members 
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	Iteration 87Q: 3 clusters Score -4991904 nChanged 3
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Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 149857 members 
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	Iteration 88Q: 3 clusters Score -4991904 nChanged 2
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Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 149859 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -4991903 nChanged 5
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Mstep: Class 1 contains 644 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -4991906 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 149868 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4991904 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 149874 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -4991908 nChanged 6
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 149878 members 
Entering Unmasked Estep 
Score: -4991907.000000 Penalty: 1084.881226
	Iteration 93Q: 3 clusters Score -4991907 nChanged 9
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Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 149881 members 
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	Iteration 94Q: 3 clusters Score -4991908 nChanged 10
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Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 149887 members 
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	Iteration 95Q: 3 clusters Score -4991911 nChanged 13
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Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 149890 members 
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	Iteration 96Q: 3 clusters Score -4991918 nChanged 4
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Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 149892 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4991919 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 149896 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4991920 nChanged 4
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Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 149900 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -4991914 nChanged 4
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Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 149902 members 
Entering Unmasked Estep 
Score: -4991915.000000 Penalty: 1084.881226
	Iteration 100F: 3 clusters Score -4991915 nChanged 2
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Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 149904 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4991916 nChanged 3
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Mstep: Class 1 contains 603 members 
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	Iteration 102Q: 3 clusters Score -4991913 nChanged 3
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Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 149908 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4991918 nChanged 4
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Mstep: Class 1 contains 598 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -4991916 nChanged 2
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 149912 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -4991915 nChanged 1
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Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 149913 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4991916 nChanged 1
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Mstep: Class 1 contains 594 members 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4991917 nChanged 0
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Mstep: Class 1 contains 594 members 
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	Iteration 108F: 3 clusters Score -4991917 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: -298469.406250 Penalty: 417.042114
	Iteration 0F: 2 clusters Score -298469.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -292125.125000 Penalty: 834.084229
	Iteration 0F: 3 clusters Score -292125.1 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -294703.156250 Penalty: 834.084229
	Iteration 1F: 3 clusters Score -294703.2 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -295003.906250 Penalty: 834.084229
	Iteration 2F: 3 clusters Score -295003.9 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -295383.937500 Penalty: 834.084229
	Iteration 3F: 3 clusters Score -295383.9 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -295775.625000 Penalty: 834.084229
	Iteration 4F: 3 clusters Score -295775.6 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -296128.093750 Penalty: 834.084229
	Iteration 5F: 3 clusters Score -296128.1 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -296419.906250 Penalty: 834.084229
	Iteration 6Q: 3 clusters Score -296419.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -296635.625000 Penalty: 834.084229
	Iteration 7Q: 3 clusters Score -296635.6 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -296809.125000 Penalty: 834.084229
	Iteration 8Q: 3 clusters Score -296809.1 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -296974.156250 Penalty: 834.084229
	Iteration 9Q: 3 clusters Score -296974.2 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -297110.968750 Penalty: 834.084229
	Iteration 10Q: 3 clusters Score -297111 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -297246.500000 Penalty: 834.084229
	Iteration 11Q: 3 clusters Score -297246.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -297372.187500 Penalty: 834.084229
	Iteration 12Q: 3 clusters Score -297372.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -297480.812500 Penalty: 834.084229
	Iteration 13Q: 3 clusters Score -297480.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -297586.343750 Penalty: 834.084229
	Iteration 14Q: 3 clusters Score -297586.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -297692.093750 Penalty: 834.084229
	Iteration 15Q: 3 clusters Score -297692.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -297780.406250 Penalty: 834.084229
	Iteration 16Q: 3 clusters Score -297780.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -297855.031250 Penalty: 834.084229
	Iteration 17Q: 3 clusters Score -297855 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -297902.937500 Penalty: 834.084229
	Iteration 18Q: 3 clusters Score -297902.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -297942.093750 Penalty: 834.084229
	Iteration 19Q: 3 clusters Score -297942.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -297966.593750 Penalty: 834.084229
	Iteration 20F: 3 clusters Score -297966.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -297988.562500 Penalty: 834.084229
	Iteration 21Q: 3 clusters Score -297988.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -298008.750000 Penalty: 834.084229
	Iteration 22Q: 3 clusters Score -298008.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -298028.593750 Penalty: 834.084229
	Iteration 23Q: 3 clusters Score -298028.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -298049.187500 Penalty: 834.084229
	Iteration 24Q: 3 clusters Score -298049.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -298060.593750 Penalty: 834.084229
	Iteration 25Q: 3 clusters Score -298060.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -298069.062500 Penalty: 834.084229
	Iteration 26Q: 3 clusters Score -298069.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -298078.312500 Penalty: 834.084229
	Iteration 27Q: 3 clusters Score -298078.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -298087.218750 Penalty: 834.084229
	Iteration 28Q: 3 clusters Score -298087.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -298092.218750 Penalty: 834.084229
	Iteration 29Q: 3 clusters Score -298092.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -298097.937500 Penalty: 834.084229
	Iteration 30Q: 3 clusters Score -298097.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -298106.093750 Penalty: 834.084229
	Iteration 31Q: 3 clusters Score -298106.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -298110.000000 Penalty: 834.084229
	Iteration 32Q: 3 clusters Score -298110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -298112.000000 Penalty: 834.084229
	Iteration 33Q: 3 clusters Score -298112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -298114.437500 Penalty: 834.084229
	Iteration 34Q: 3 clusters Score -298114.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -298116.656250 Penalty: 834.084229
	Iteration 35Q: 3 clusters Score -298116.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -298117.593750 Penalty: 834.084229
	Iteration 36Q: 3 clusters Score -298117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -298117.968750 Penalty: 834.084229
	Iteration 37Q: 3 clusters Score -298118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -298117.968750 Penalty: 834.084229
	Iteration 38Q: 3 clusters Score -298118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -298118.656250 Penalty: 834.084229
	Iteration 39Q: 3 clusters Score -298118.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -298120.031250 Penalty: 834.084229
	Iteration 40F: 3 clusters Score -298120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -298120.375000 Penalty: 834.084229
	Iteration 41Q: 3 clusters Score -298120.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -298120.656250 Penalty: 834.084229
	Iteration 42Q: 3 clusters Score -298120.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -298122.375000 Penalty: 834.084229
	Iteration 43Q: 3 clusters Score -298122.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9388 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -298126.031250 Penalty: 834.084229
	Iteration 44Q: 3 clusters Score -298126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -298127.875000 Penalty: 834.084229
	Iteration 45Q: 3 clusters Score -298127.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -298130.312500 Penalty: 834.084229
	Iteration 46Q: 3 clusters Score -298130.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -298133.718750 Penalty: 834.084229
	Iteration 47Q: 3 clusters Score -298133.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -298138.812500 Penalty: 834.084229
	Iteration 48Q: 3 clusters Score -298138.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9410 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -298141.843750 Penalty: 834.084229
	Iteration 49Q: 3 clusters Score -298141.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -298145.343750 Penalty: 834.084229
	Iteration 50Q: 3 clusters Score -298145.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -298146.187500 Penalty: 834.084229
	Iteration 51Q: 3 clusters Score -298146.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -298146.187500 Penalty: 834.084229
	Iteration 52F: 3 clusters Score -298146.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Entering Unmasked Estep 
Score: -1775378.625000 Penalty: 498.336670
	Iteration 0F: 2 clusters Score -1775379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -1737087.125000 Penalty: 996.673340
	Iteration 0F: 3 clusters Score -1737087 nChanged 27520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25969 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -1755116.875000 Penalty: 996.673340
	Iteration 1F: 3 clusters Score -1755117 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -1757395.375000 Penalty: 996.673340
	Iteration 2F: 3 clusters Score -1757395 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -1760060.875000 Penalty: 996.673340
	Iteration 3F: 3 clusters Score -1760061 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -1762969.375000 Penalty: 996.673340
	Iteration 4F: 3 clusters Score -1762969 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
Score: -1765767.125000 Penalty: 996.673340
	Iteration 5F: 3 clusters Score -1765767 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 39676 members 
Entering Unmasked Estep 
Score: -1767800.875000 Penalty: 996.673340
	Iteration 6F: 3 clusters Score -1767801 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 40607 members 
Entering Unmasked Estep 
Score: -1768909.750000 Penalty: 996.673340
	Iteration 7Q: 3 clusters Score -1768910 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -1769439.000000 Penalty: 996.673340
	Iteration 8Q: 3 clusters Score -1769439 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -1769809.875000 Penalty: 996.673340
	Iteration 9Q: 3 clusters Score -1769810 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -1770186.125000 Penalty: 996.673340
	Iteration 10Q: 3 clusters Score -1770186 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 44014 members 
Entering Unmasked Estep 
Score: -1770504.875000 Penalty: 996.673340
	Iteration 11Q: 3 clusters Score -1770505 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -1770769.750000 Penalty: 996.673340
	Iteration 12Q: 3 clusters Score -1770770 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -1771005.750000 Penalty: 996.673340
	Iteration 13Q: 3 clusters Score -1771006 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 46250 members 
Entering Unmasked Estep 
Score: -1771226.375000 Penalty: 996.673340
	Iteration 14Q: 3 clusters Score -1771226 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -1771467.500000 Penalty: 996.673340
	Iteration 15Q: 3 clusters Score -1771468 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 47672 members 
Entering Unmasked Estep 
Score: -1771720.375000 Penalty: 996.673340
	Iteration 16Q: 3 clusters Score -1771720 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 48377 members 
Entering Unmasked Estep 
Score: -1771979.000000 Penalty: 996.673340
	Iteration 17Q: 3 clusters Score -1771979 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 49080 members 
Entering Unmasked Estep 
Score: -1772242.875000 Penalty: 996.673340
	Iteration 18Q: 3 clusters Score -1772243 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -1772498.375000 Penalty: 996.673340
	Iteration 19Q: 3 clusters Score -1772498 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 50403 members 
Entering Unmasked Estep 
Score: -1772726.000000 Penalty: 996.673340
	Iteration 20F: 3 clusters Score -1772726 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 51004 members 
Entering Unmasked Estep 
Score: -1772966.500000 Penalty: 996.673340
	Iteration 21Q: 3 clusters Score -1772966 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -1773204.000000 Penalty: 996.673340
	Iteration 22Q: 3 clusters Score -1773204 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -1773448.125000 Penalty: 996.673340
	Iteration 23Q: 3 clusters Score -1773448 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 52658 members 
Entering Unmasked Estep 
Score: -1773681.500000 Penalty: 996.673340
	Iteration 24Q: 3 clusters Score -1773682 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -1773894.625000 Penalty: 996.673340
	Iteration 25Q: 3 clusters Score -1773895 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 53518 members 
Entering Unmasked Estep 
Score: -1774066.875000 Penalty: 996.673340
	Iteration 26Q: 3 clusters Score -1774067 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 53854 members 
Entering Unmasked Estep 
Score: -1774217.250000 Penalty: 996.673340
	Iteration 27Q: 3 clusters Score -1774217 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 54144 members 
Entering Unmasked Estep 
Score: -1774335.250000 Penalty: 996.673340
	Iteration 28Q: 3 clusters Score -1774335 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -1774464.000000 Penalty: 996.673340
	Iteration 29Q: 3 clusters Score -1774464 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 54642 members 
Entering Unmasked Estep 
Score: -1774579.375000 Penalty: 996.673340
	Iteration 30Q: 3 clusters Score -1774579 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -1774676.625000 Penalty: 996.673340
	Iteration 31Q: 3 clusters Score -1774677 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 54997 members 
Entering Unmasked Estep 
Score: -1774775.750000 Penalty: 996.673340
	Iteration 32Q: 3 clusters Score -1774776 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 55155 members 
Entering Unmasked Estep 
Score: -1774873.000000 Penalty: 996.673340
	Iteration 33Q: 3 clusters Score -1774873 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 55288 members 
Entering Unmasked Estep 
Score: -1774952.125000 Penalty: 996.673340
	Iteration 34Q: 3 clusters Score -1774952 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 55397 members 
Entering Unmasked Estep 
Score: -1775040.500000 Penalty: 996.673340
	Iteration 35Q: 3 clusters Score -1775040 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 55485 members 
Entering Unmasked Estep 
Score: -1775083.500000 Penalty: 996.673340
	Iteration 36Q: 3 clusters Score -1775084 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 55555 members 
Entering Unmasked Estep 
Score: -1775129.875000 Penalty: 996.673340
	Iteration 37Q: 3 clusters Score -1775130 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -1775148.750000 Penalty: 996.673340
	Iteration 38Q: 3 clusters Score -1775149 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -1775158.000000 Penalty: 996.673340
	Iteration 39Q: 3 clusters Score -1775158 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -1775174.625000 Penalty: 996.673340
	Iteration 40F: 3 clusters Score -1775175 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -1775179.500000 Penalty: 996.673340
	Iteration 41Q: 3 clusters Score -1775180 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 55755 members 
Entering Unmasked Estep 
Score: -1775185.250000 Penalty: 996.673340
	Iteration 42Q: 3 clusters Score -1775185 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 55763 members 
Entering Unmasked Estep 
Score: -1775190.125000 Penalty: 996.673340
	Iteration 43Q: 3 clusters Score -1775190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -1775189.250000 Penalty: 996.673340
	Iteration 44Q: 3 clusters Score -1775189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 55785 members 
Entering Unmasked Estep 
Score: -1775193.500000 Penalty: 996.673340
	Iteration 45Q: 3 clusters Score -1775194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -1775193.625000 Penalty: 996.673340
	Iteration 46Q: 3 clusters Score -1775194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 55810 members 
Entering Unmasked Estep 
Score: -1775196.250000 Penalty: 996.673340
	Iteration 47Q: 3 clusters Score -1775196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -1775196.000000 Penalty: 996.673340
	Iteration 48Q: 3 clusters Score -1775196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -1775197.625000 Penalty: 996.673340
	Iteration 49Q: 3 clusters Score -1775198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 55822 members 
Entering Unmasked Estep 
Score: -1775199.250000 Penalty: 996.673340
	Iteration 50Q: 3 clusters Score -1775199 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 55825 members 
Entering Unmasked Estep 
Score: -1775199.500000 Penalty: 996.673340
	Iteration 51Q: 3 clusters Score -1775200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -1775194.875000 Penalty: 996.673340
	Iteration 52Q: 3 clusters Score -1775195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -1775194.750000 Penalty: 996.673340
	Iteration 53Q: 3 clusters Score -1775195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -1775194.250000 Penalty: 996.673340
	Iteration 54Q: 3 clusters Score -1775194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -1775196.000000 Penalty: 996.673340
	Iteration 55Q: 3 clusters Score -1775196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -1775196.000000 Penalty: 996.673340
	Iteration 56F: 3 clusters Score -1775196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (115719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115719 members 
Entering Unmasked Estep 
Score: -3822299.000000 Penalty: 530.480896
	Iteration 0F: 2 clusters Score -3822299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57829 members 
Mstep: Class 2 contains 57890 members 
Entering Unmasked Estep 
Score: -3743920.000000 Penalty: 1060.961792
	Iteration 0F: 3 clusters Score -3743920 nChanged 56636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58089 members 
Mstep: Class 2 contains 57630 members 
Entering Unmasked Estep 
Score: -3779370.000000 Penalty: 1060.961792
	Iteration 1F: 3 clusters Score -3779370 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58962 members 
Mstep: Class 2 contains 56757 members 
Entering Unmasked Estep 
Score: -3781881.750000 Penalty: 1060.961792
	Iteration 2F: 3 clusters Score -3781882 nChanged 6635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60487 members 
Mstep: Class 2 contains 55232 members 
Entering Unmasked Estep 
Score: -3785167.000000 Penalty: 1060.961792
	Iteration 3F: 3 clusters Score -3785167 nChanged 7066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62621 members 
Mstep: Class 2 contains 53098 members 
Entering Unmasked Estep 
Score: -3789234.500000 Penalty: 1060.961792
	Iteration 4F: 3 clusters Score -3789234 nChanged 7231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64838 members 
Mstep: Class 2 contains 50881 members 
Entering Unmasked Estep 
Score: -3794145.750000 Penalty: 1060.961792
	Iteration 5F: 3 clusters Score -3794146 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66749 members 
Mstep: Class 2 contains 48970 members 
Entering Unmasked Estep 
Score: -3798860.500000 Penalty: 1060.961792
	Iteration 6F: 3 clusters Score -3798860 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 47370 members 
Entering Unmasked Estep 
Score: -3802077.500000 Penalty: 1060.961792
	Iteration 7Q: 3 clusters Score -3802078 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69900 members 
Mstep: Class 2 contains 45819 members 
Entering Unmasked Estep 
Score: -3803646.250000 Penalty: 1060.961792
	Iteration 8Q: 3 clusters Score -3803646 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71420 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -3804313.500000 Penalty: 1060.961792
	Iteration 9Q: 3 clusters Score -3804314 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73006 members 
Mstep: Class 2 contains 42713 members 
Entering Unmasked Estep 
Score: -3804817.750000 Penalty: 1060.961792
	Iteration 10Q: 3 clusters Score -3804818 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74651 members 
Mstep: Class 2 contains 41068 members 
Entering Unmasked Estep 
Score: -3805397.000000 Penalty: 1060.961792
	Iteration 11Q: 3 clusters Score -3805397 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76410 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -3805951.500000 Penalty: 1060.961792
	Iteration 12Q: 3 clusters Score -3805952 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78184 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -3806475.750000 Penalty: 1060.961792
	Iteration 13Q: 3 clusters Score -3806476 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79991 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -3806970.250000 Penalty: 1060.961792
	Iteration 14Q: 3 clusters Score -3806970 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81838 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -3807515.000000 Penalty: 1060.961792
	Iteration 15Q: 3 clusters Score -3807515 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83720 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -3808085.750000 Penalty: 1060.961792
	Iteration 16Q: 3 clusters Score -3808086 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85720 members 
Mstep: Class 2 contains 29999 members 
Entering Unmasked Estep 
Score: -3808708.750000 Penalty: 1060.961792
	Iteration 17Q: 3 clusters Score -3808709 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87731 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -3809430.500000 Penalty: 1060.961792
	Iteration 18Q: 3 clusters Score -3809430 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89747 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
Score: -3810112.000000 Penalty: 1060.961792
	Iteration 19Q: 3 clusters Score -3810112 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91822 members 
Mstep: Class 2 contains 23897 members 
Entering Unmasked Estep 
Score: -3810831.750000 Penalty: 1060.961792
	Iteration 20F: 3 clusters Score -3810832 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93930 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -3811611.000000 Penalty: 1060.961792
	Iteration 21Q: 3 clusters Score -3811611 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96022 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -3812396.000000 Penalty: 1060.961792
	Iteration 22Q: 3 clusters Score -3812396 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98084 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -3813253.750000 Penalty: 1060.961792
	Iteration 23Q: 3 clusters Score -3813254 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100147 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -3814164.500000 Penalty: 1060.961792
	Iteration 24Q: 3 clusters Score -3814164 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102225 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3815123.250000 Penalty: 1060.961792
	Iteration 25Q: 3 clusters Score -3815123 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104089 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -3816024.250000 Penalty: 1060.961792
	Iteration 26Q: 3 clusters Score -3816024 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105863 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -3817014.000000 Penalty: 1060.961792
	Iteration 27Q: 3 clusters Score -3817014 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107465 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3817894.000000 Penalty: 1060.961792
	Iteration 28Q: 3 clusters Score -3817894 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108944 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -3818710.250000 Penalty: 1060.961792
	Iteration 29Q: 3 clusters Score -3818710 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110180 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -3819444.750000 Penalty: 1060.961792
	Iteration 30Q: 3 clusters Score -3819445 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111238 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -3820092.000000 Penalty: 1060.961792
	Iteration 31Q: 3 clusters Score -3820092 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112128 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3820623.500000 Penalty: 1060.961792
	Iteration 32Q: 3 clusters Score -3820624 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112781 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3821028.750000 Penalty: 1060.961792
	Iteration 33Q: 3 clusters Score -3821029 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113295 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -3821333.000000 Penalty: 1060.961792
	Iteration 34Q: 3 clusters Score -3821333 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113679 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3821539.000000 Penalty: 1060.961792
	Iteration 35Q: 3 clusters Score -3821539 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113966 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3821712.500000 Penalty: 1060.961792
	Iteration 36Q: 3 clusters Score -3821712 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114156 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -3821796.750000 Penalty: 1060.961792
	Iteration 37Q: 3 clusters Score -3821797 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114326 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -3821887.500000 Penalty: 1060.961792
	Iteration 38Q: 3 clusters Score -3821888 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114438 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3821927.000000 Penalty: 1060.961792
	Iteration 39Q: 3 clusters Score -3821927 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114525 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3821966.000000 Penalty: 1060.961792
	Iteration 40F: 3 clusters Score -3821966 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114599 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3821993.750000 Penalty: 1060.961792
	Iteration 41Q: 3 clusters Score -3821994 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114656 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -3822021.750000 Penalty: 1060.961792
	Iteration 42Q: 3 clusters Score -3822022 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114703 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3822035.250000 Penalty: 1060.961792
	Iteration 43Q: 3 clusters Score -3822035 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114732 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3822044.500000 Penalty: 1060.961792
	Iteration 44Q: 3 clusters Score -3822044 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114761 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3822047.250000 Penalty: 1060.961792
	Iteration 45Q: 3 clusters Score -3822047 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114780 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3822045.250000 Penalty: 1060.961792
	Iteration 46Q: 3 clusters Score -3822045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114797 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3822055.500000 Penalty: 1060.961792
	Iteration 47Q: 3 clusters Score -3822056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114810 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -3822057.000000 Penalty: 1060.961792
	Iteration 48Q: 3 clusters Score -3822057 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114821 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3822052.500000 Penalty: 1060.961792
	Iteration 49Q: 3 clusters Score -3822052 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114840 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -3822058.500000 Penalty: 1060.961792
	Iteration 50Q: 3 clusters Score -3822058 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114857 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3822062.250000 Penalty: 1060.961792
	Iteration 51Q: 3 clusters Score -3822062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114867 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3822059.000000 Penalty: 1060.961792
	Iteration 52Q: 3 clusters Score -3822059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114873 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3822058.000000 Penalty: 1060.961792
	Iteration 53Q: 3 clusters Score -3822058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114877 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3822055.250000 Penalty: 1060.961792
	Iteration 54Q: 3 clusters Score -3822055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114878 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3822064.750000 Penalty: 1060.961792
	Iteration 55Q: 3 clusters Score -3822065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114878 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3822063.000000 Penalty: 1060.961792
	Iteration 56Q: 3 clusters Score -3822063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114880 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3822065.500000 Penalty: 1060.961792
	Iteration 57Q: 3 clusters Score -3822066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114882 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3822059.500000 Penalty: 1060.961792
	Iteration 58Q: 3 clusters Score -3822060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114882 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3822064.000000 Penalty: 1060.961792
	Iteration 59Q: 3 clusters Score -3822064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114881 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -3822066.250000 Penalty: 1060.961792
	Iteration 60F: 3 clusters Score -3822066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114880 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3822065.000000 Penalty: 1060.961792
	Iteration 61Q: 3 clusters Score -3822065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114879 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3822066.000000 Penalty: 1060.961792
	Iteration 62Q: 3 clusters Score -3822066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114878 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3822069.500000 Penalty: 1060.961792
	Iteration 63Q: 3 clusters Score -3822070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114878 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3822069.000000 Penalty: 1060.961792
	Iteration 64Q: 3 clusters Score -3822069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114879 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3822063.750000 Penalty: 1060.961792
	Iteration 65Q: 3 clusters Score -3822064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114879 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3822063.750000 Penalty: 1060.961792
	Iteration 66F: 3 clusters Score -3822064 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: -264089.625000 Penalty: 412.639801
	Iteration 0F: 2 clusters Score -264089.6 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 4382 members 
Entering Unmasked Estep 
Score: -258273.625000 Penalty: 825.279602
	Iteration 0F: 3 clusters Score -258273.6 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -260473.171875 Penalty: 825.279602
	Iteration 1F: 3 clusters Score -260473.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -260765.046875 Penalty: 825.279602
	Iteration 2F: 3 clusters Score -260765 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -261126.203125 Penalty: 825.279602
	Iteration 3F: 3 clusters Score -261126.2 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -261606.703125 Penalty: 825.279602
	Iteration 4F: 3 clusters Score -261606.7 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -262217.218750 Penalty: 825.279602
	Iteration 5F: 3 clusters Score -262217.2 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -262784.156250 Penalty: 825.279602
	Iteration 6F: 3 clusters Score -262784.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -263112.562500 Penalty: 825.279602
	Iteration 7F: 3 clusters Score -263112.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -263280.156250 Penalty: 825.279602
	Iteration 8Q: 3 clusters Score -263280.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -263389.750000 Penalty: 825.279602
	Iteration 9Q: 3 clusters Score -263389.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -263482.718750 Penalty: 825.279602
	Iteration 10Q: 3 clusters Score -263482.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -263551.687500 Penalty: 825.279602
	Iteration 11Q: 3 clusters Score -263551.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -263621.375000 Penalty: 825.279602
	Iteration 12Q: 3 clusters Score -263621.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -263681.500000 Penalty: 825.279602
	Iteration 13Q: 3 clusters Score -263681.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -263732.468750 Penalty: 825.279602
	Iteration 14Q: 3 clusters Score -263732.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -263772.687500 Penalty: 825.279602
	Iteration 15Q: 3 clusters Score -263772.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -263807.093750 Penalty: 825.279602
	Iteration 16Q: 3 clusters Score -263807.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -263826.250000 Penalty: 825.279602
	Iteration 17Q: 3 clusters Score -263826.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -263836.093750 Penalty: 825.279602
	Iteration 18Q: 3 clusters Score -263836.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -263845.062500 Penalty: 825.279602
	Iteration 19Q: 3 clusters Score -263845.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -263851.906250 Penalty: 825.279602
	Iteration 20F: 3 clusters Score -263851.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -263857.968750 Penalty: 825.279602
	Iteration 21Q: 3 clusters Score -263858 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -263861.500000 Penalty: 825.279602
	Iteration 22Q: 3 clusters Score -263861.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -263863.750000 Penalty: 825.279602
	Iteration 23Q: 3 clusters Score -263863.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -263864.531250 Penalty: 825.279602
	Iteration 24Q: 3 clusters Score -263864.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -263865.125000 Penalty: 825.279602
	Iteration 25Q: 3 clusters Score -263865.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -263865.906250 Penalty: 825.279602
	Iteration 26Q: 3 clusters Score -263865.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -263866.281250 Penalty: 825.279602
	Iteration 27Q: 3 clusters Score -263866.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -263867.375000 Penalty: 825.279602
	Iteration 28Q: 3 clusters Score -263867.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -263867.375000 Penalty: 825.279602
	Iteration 29Q: 3 clusters Score -263867.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -263867.937500 Penalty: 825.279602
	Iteration 30Q: 3 clusters Score -263867.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -263868.750000 Penalty: 825.279602
	Iteration 31Q: 3 clusters Score -263868.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -263868.656250 Penalty: 825.279602
	Iteration 32Q: 3 clusters Score -263868.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -263868.875000 Penalty: 825.279602
	Iteration 33Q: 3 clusters Score -263868.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -263868.531250 Penalty: 825.279602
	Iteration 34Q: 3 clusters Score -263868.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -263868.531250 Penalty: 825.279602
	Iteration 35Q: 3 clusters Score -263868.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -263868.531250 Penalty: 825.279602
	Iteration 36F: 3 clusters Score -263868.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Entering Unmasked Estep 
Score: -204148.546875 Penalty: 402.200256
	Iteration 0F: 2 clusters Score -204148.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -199522.640625 Penalty: 804.400513
	Iteration 0F: 3 clusters Score -199522.6 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -201820.921875 Penalty: 804.400513
	Iteration 1F: 3 clusters Score -201820.9 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -202466.109375 Penalty: 804.400513
	Iteration 2F: 3 clusters Score -202466.1 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -202972.500000 Penalty: 804.400513
	Iteration 3F: 3 clusters Score -202972.5 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -203292.281250 Penalty: 804.400513
	Iteration 4F: 3 clusters Score -203292.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -203464.578125 Penalty: 804.400513
	Iteration 5Q: 3 clusters Score -203464.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -203569.390625 Penalty: 804.400513
	Iteration 6Q: 3 clusters Score -203569.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -203634.953125 Penalty: 804.400513
	Iteration 7Q: 3 clusters Score -203635 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -203681.656250 Penalty: 804.400513
	Iteration 8Q: 3 clusters Score -203681.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -203723.687500 Penalty: 804.400513
	Iteration 9Q: 3 clusters Score -203723.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -203755.671875 Penalty: 804.400513
	Iteration 10Q: 3 clusters Score -203755.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -203777.937500 Penalty: 804.400513
	Iteration 11Q: 3 clusters Score -203777.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -203803.796875 Penalty: 804.400513
	Iteration 12Q: 3 clusters Score -203803.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -203827.531250 Penalty: 804.400513
	Iteration 13Q: 3 clusters Score -203827.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -203845.234375 Penalty: 804.400513
	Iteration 14Q: 3 clusters Score -203845.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -203860.953125 Penalty: 804.400513
	Iteration 15Q: 3 clusters Score -203861 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -203873.187500 Penalty: 804.400513
	Iteration 16Q: 3 clusters Score -203873.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -203886.765625 Penalty: 804.400513
	Iteration 17Q: 3 clusters Score -203886.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -203897.500000 Penalty: 804.400513
	Iteration 18Q: 3 clusters Score -203897.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -203907.015625 Penalty: 804.400513
	Iteration 19Q: 3 clusters Score -203907 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -203913.656250 Penalty: 804.400513
	Iteration 20F: 3 clusters Score -203913.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -203919.875000 Penalty: 804.400513
	Iteration 21Q: 3 clusters Score -203919.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -203924.984375 Penalty: 804.400513
	Iteration 22Q: 3 clusters Score -203925 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -203929.671875 Penalty: 804.400513
	Iteration 23Q: 3 clusters Score -203929.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -203934.046875 Penalty: 804.400513
	Iteration 24Q: 3 clusters Score -203934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -203938.609375 Penalty: 804.400513
	Iteration 25Q: 3 clusters Score -203938.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -203940.937500 Penalty: 804.400513
	Iteration 26Q: 3 clusters Score -203940.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -203942.187500 Penalty: 804.400513
	Iteration 27Q: 3 clusters Score -203942.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -203944.484375 Penalty: 804.400513
	Iteration 28Q: 3 clusters Score -203944.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -203946.187500 Penalty: 804.400513
	Iteration 29Q: 3 clusters Score -203946.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -203947.187500 Penalty: 804.400513
	Iteration 30Q: 3 clusters Score -203947.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -203949.234375 Penalty: 804.400513
	Iteration 31Q: 3 clusters Score -203949.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -203951.531250 Penalty: 804.400513
	Iteration 32Q: 3 clusters Score -203951.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -203954.781250 Penalty: 804.400513
	Iteration 33Q: 3 clusters Score -203954.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -203957.843750 Penalty: 804.400513
	Iteration 34Q: 3 clusters Score -203957.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -203960.031250 Penalty: 804.400513
	Iteration 35Q: 3 clusters Score -203960 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -203962.328125 Penalty: 804.400513
	Iteration 36Q: 3 clusters Score -203962.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -203966.703125 Penalty: 804.400513
	Iteration 37Q: 3 clusters Score -203966.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -203970.984375 Penalty: 804.400513
	Iteration 38Q: 3 clusters Score -203971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -203978.359375 Penalty: 804.400513
	Iteration 39Q: 3 clusters Score -203978.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -203987.875000 Penalty: 804.400513
	Iteration 40F: 3 clusters Score -203987.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -203993.093750 Penalty: 804.400513
	Iteration 41Q: 3 clusters Score -203993.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -203997.984375 Penalty: 804.400513
	Iteration 42Q: 3 clusters Score -203998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -204000.156250 Penalty: 804.400513
	Iteration 43Q: 3 clusters Score -204000.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -204001.937500 Penalty: 804.400513
	Iteration 44Q: 3 clusters Score -204001.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -204005.078125 Penalty: 804.400513
	Iteration 45Q: 3 clusters Score -204005.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -204007.265625 Penalty: 804.400513
	Iteration 46Q: 3 clusters Score -204007.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -204008.781250 Penalty: 804.400513
	Iteration 47Q: 3 clusters Score -204008.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -204009.343750 Penalty: 804.400513
	Iteration 48Q: 3 clusters Score -204009.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -204010.437500 Penalty: 804.400513
	Iteration 49Q: 3 clusters Score -204010.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -204011.625000 Penalty: 804.400513
	Iteration 50Q: 3 clusters Score -204011.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -204012.531250 Penalty: 804.400513
	Iteration 51Q: 3 clusters Score -204012.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -204013.078125 Penalty: 804.400513
	Iteration 52Q: 3 clusters Score -204013.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -204013.000000 Penalty: 804.400513
	Iteration 53Q: 3 clusters Score -204013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -204013.468750 Penalty: 804.400513
	Iteration 54Q: 3 clusters Score -204013.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -204013.437500 Penalty: 804.400513
	Iteration 55Q: 3 clusters Score -204013.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -204013.437500 Penalty: 804.400513
	Iteration 56F: 3 clusters Score -204013.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Entering Unmasked Estep 
Score: -775527.750000 Penalty: 459.063293
	Iteration 0F: 2 clusters Score -775527.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -759621.937500 Penalty: 918.126587
	Iteration 0F: 3 clusters Score -759621.9 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -766204.375000 Penalty: 918.126587
	Iteration 1F: 3 clusters Score -766204.4 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -766694.625000 Penalty: 918.126587
	Iteration 2F: 3 clusters Score -766694.6 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -767455.375000 Penalty: 918.126587
	Iteration 3F: 3 clusters Score -767455.4 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -768575.437500 Penalty: 918.126587
	Iteration 4F: 3 clusters Score -768575.4 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -770161.812500 Penalty: 918.126587
	Iteration 5F: 3 clusters Score -770161.8 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -772021.625000 Penalty: 918.126587
	Iteration 6F: 3 clusters Score -772021.6 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 22379 members 
Entering Unmasked Estep 
Score: -773632.625000 Penalty: 918.126587
	Iteration 7F: 3 clusters Score -773632.6 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -774561.062500 Penalty: 918.126587
	Iteration 8Q: 3 clusters Score -774561.1 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -774928.062500 Penalty: 918.126587
	Iteration 9Q: 3 clusters Score -774928.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 23930 members 
Entering Unmasked Estep 
Score: -775050.187500 Penalty: 918.126587
	Iteration 10Q: 3 clusters Score -775050.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -775106.062500 Penalty: 918.126587
	Iteration 11Q: 3 clusters Score -775106.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -775128.187500 Penalty: 918.126587
	Iteration 12Q: 3 clusters Score -775128.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 24022 members 
Entering Unmasked Estep 
Score: -775140.125000 Penalty: 918.126587
	Iteration 13Q: 3 clusters Score -775140.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -775148.437500 Penalty: 918.126587
	Iteration 14Q: 3 clusters Score -775148.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -775152.000000 Penalty: 918.126587
	Iteration 15Q: 3 clusters Score -775152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -775152.000000 Penalty: 918.126587
	Iteration 16F: 3 clusters Score -775152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (63180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63180 members 
Entering Unmasked Estep 
Score: -1981168.750000 Penalty: 502.945312
	Iteration 0F: 2 clusters Score -1981169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -1938494.375000 Penalty: 1005.890625
	Iteration 0F: 3 clusters Score -1938494 nChanged 30767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -1957543.250000 Penalty: 1005.890625
	Iteration 1F: 3 clusters Score -1957543 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37773 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -1959093.750000 Penalty: 1005.890625
	Iteration 2F: 3 clusters Score -1959094 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41561 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -1961639.875000 Penalty: 1005.890625
	Iteration 3F: 3 clusters Score -1961640 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -1965296.000000 Penalty: 1005.890625
	Iteration 4F: 3 clusters Score -1965296 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -1969667.000000 Penalty: 1005.890625
	Iteration 5F: 3 clusters Score -1969667 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55782 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1974080.250000 Penalty: 1005.890625
	Iteration 6F: 3 clusters Score -1974080 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59168 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1977380.750000 Penalty: 1005.890625
	Iteration 7F: 3 clusters Score -1977381 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61134 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1979228.375000 Penalty: 1005.890625
	Iteration 8Q: 3 clusters Score -1979228 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1980055.375000 Penalty: 1005.890625
	Iteration 9Q: 3 clusters Score -1980055 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1980433.250000 Penalty: 1005.890625
	Iteration 10Q: 3 clusters Score -1980433 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62757 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1980606.875000 Penalty: 1005.890625
	Iteration 11Q: 3 clusters Score -1980607 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62836 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1980713.750000 Penalty: 1005.890625
	Iteration 12Q: 3 clusters Score -1980714 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62867 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1980770.500000 Penalty: 1005.890625
	Iteration 13Q: 3 clusters Score -1980770 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1980794.625000 Penalty: 1005.890625
	Iteration 14Q: 3 clusters Score -1980795 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -1980808.125000 Penalty: 1005.890625
	Iteration 15Q: 3 clusters Score -1980808 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62874 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1980820.000000 Penalty: 1005.890625
	Iteration 16Q: 3 clusters Score -1980820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62877 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -1980829.000000 Penalty: 1005.890625
	Iteration 17Q: 3 clusters Score -1980829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1980831.000000 Penalty: 1005.890625
	Iteration 18Q: 3 clusters Score -1980831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1980838.625000 Penalty: 1005.890625
	Iteration 19Q: 3 clusters Score -1980839 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62875 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -1980839.625000 Penalty: 1005.890625
	Iteration 20F: 3 clusters Score -1980840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62876 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1980839.250000 Penalty: 1005.890625
	Iteration 21Q: 3 clusters Score -1980839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1980843.000000 Penalty: 1005.890625
	Iteration 22Q: 3 clusters Score -1980843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1980847.000000 Penalty: 1005.890625
	Iteration 23Q: 3 clusters Score -1980847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1980848.500000 Penalty: 1005.890625
	Iteration 24Q: 3 clusters Score -1980848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62881 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1980848.500000 Penalty: 1005.890625
	Iteration 25F: 3 clusters Score -1980848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Entering Unmasked Estep 
Score: -505455.000000 Penalty: 439.472534
	Iteration 0F: 2 clusters Score -505455 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -494909.750000 Penalty: 878.945068
	Iteration 0F: 3 clusters Score -494909.8 nChanged 7461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -499395.312500 Penalty: 878.945068
	Iteration 1F: 3 clusters Score -499395.3 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -499843.656250 Penalty: 878.945068
	Iteration 2F: 3 clusters Score -499843.7 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -500382.593750 Penalty: 878.945068
	Iteration 3F: 3 clusters Score -500382.6 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -501027.281250 Penalty: 878.945068
	Iteration 4F: 3 clusters Score -501027.3 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -501755.218750 Penalty: 878.945068
	Iteration 5F: 3 clusters Score -501755.2 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -502467.562500 Penalty: 878.945068
	Iteration 6F: 3 clusters Score -502467.6 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -502971.375000 Penalty: 878.945068
	Iteration 7F: 3 clusters Score -502971.4 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -503190.937500 Penalty: 878.945068
	Iteration 8Q: 3 clusters Score -503190.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -503306.375000 Penalty: 878.945068
	Iteration 9Q: 3 clusters Score -503306.4 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -503389.875000 Penalty: 878.945068
	Iteration 10Q: 3 clusters Score -503389.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -503464.156250 Penalty: 878.945068
	Iteration 11Q: 3 clusters Score -503464.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -503526.937500 Penalty: 878.945068
	Iteration 12Q: 3 clusters Score -503526.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -503573.875000 Penalty: 878.945068
	Iteration 13Q: 3 clusters Score -503573.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -503610.281250 Penalty: 878.945068
	Iteration 14Q: 3 clusters Score -503610.3 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -503640.156250 Penalty: 878.945068
	Iteration 15Q: 3 clusters Score -503640.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -503672.531250 Penalty: 878.945068
	Iteration 16Q: 3 clusters Score -503672.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -503706.125000 Penalty: 878.945068
	Iteration 17Q: 3 clusters Score -503706.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -503741.468750 Penalty: 878.945068
	Iteration 18Q: 3 clusters Score -503741.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -503777.093750 Penalty: 878.945068
	Iteration 19Q: 3 clusters Score -503777.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -503805.218750 Penalty: 878.945068
	Iteration 20F: 3 clusters Score -503805.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -503833.500000 Penalty: 878.945068
	Iteration 21Q: 3 clusters Score -503833.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -503860.562500 Penalty: 878.945068
	Iteration 22Q: 3 clusters Score -503860.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -503893.812500 Penalty: 878.945068
	Iteration 23Q: 3 clusters Score -503893.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -503922.312500 Penalty: 878.945068
	Iteration 24Q: 3 clusters Score -503922.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -503950.343750 Penalty: 878.945068
	Iteration 25Q: 3 clusters Score -503950.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -503963.687500 Penalty: 878.945068
	Iteration 26Q: 3 clusters Score -503963.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -503976.375000 Penalty: 878.945068
	Iteration 27Q: 3 clusters Score -503976.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -503991.718750 Penalty: 878.945068
	Iteration 28Q: 3 clusters Score -503991.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -504009.218750 Penalty: 878.945068
	Iteration 29Q: 3 clusters Score -504009.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -504020.937500 Penalty: 878.945068
	Iteration 30Q: 3 clusters Score -504020.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -504035.375000 Penalty: 878.945068
	Iteration 31Q: 3 clusters Score -504035.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -504043.812500 Penalty: 878.945068
	Iteration 32Q: 3 clusters Score -504043.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -504056.250000 Penalty: 878.945068
	Iteration 33Q: 3 clusters Score -504056.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -504069.281250 Penalty: 878.945068
	Iteration 34Q: 3 clusters Score -504069.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -504084.093750 Penalty: 878.945068
	Iteration 35Q: 3 clusters Score -504084.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -504098.593750 Penalty: 878.945068
	Iteration 36Q: 3 clusters Score -504098.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -504113.500000 Penalty: 878.945068
	Iteration 37Q: 3 clusters Score -504113.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -504135.937500 Penalty: 878.945068
	Iteration 38Q: 3 clusters Score -504135.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -504156.281250 Penalty: 878.945068
	Iteration 39Q: 3 clusters Score -504156.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -504177.312500 Penalty: 878.945068
	Iteration 40F: 3 clusters Score -504177.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -504201.687500 Penalty: 878.945068
	Iteration 41Q: 3 clusters Score -504201.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -504235.468750 Penalty: 878.945068
	Iteration 42Q: 3 clusters Score -504235.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -504274.218750 Penalty: 878.945068
	Iteration 43Q: 3 clusters Score -504274.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -504312.593750 Penalty: 878.945068
	Iteration 44Q: 3 clusters Score -504312.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -504354.937500 Penalty: 878.945068
	Iteration 45Q: 3 clusters Score -504354.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -504407.468750 Penalty: 878.945068
	Iteration 46Q: 3 clusters Score -504407.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -504463.562500 Penalty: 878.945068
	Iteration 47Q: 3 clusters Score -504463.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -504521.562500 Penalty: 878.945068
	Iteration 48Q: 3 clusters Score -504521.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -504599.156250 Penalty: 878.945068
	Iteration 49Q: 3 clusters Score -504599.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -504667.656250 Penalty: 878.945068
	Iteration 50Q: 3 clusters Score -504667.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -504731.281250 Penalty: 878.945068
	Iteration 51Q: 3 clusters Score -504731.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -504793.187500 Penalty: 878.945068
	Iteration 52Q: 3 clusters Score -504793.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -504841.406250 Penalty: 878.945068
	Iteration 53Q: 3 clusters Score -504841.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -504874.406250 Penalty: 878.945068
	Iteration 54Q: 3 clusters Score -504874.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14996 members 
Entering Unmasked Estep 
Score: -504902.593750 Penalty: 878.945068
	Iteration 55Q: 3 clusters Score -504902.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -504932.156250 Penalty: 878.945068
	Iteration 56Q: 3 clusters Score -504932.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -504948.968750 Penalty: 878.945068
	Iteration 57Q: 3 clusters Score -504949 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -504957.500000 Penalty: 878.945068
	Iteration 58Q: 3 clusters Score -504957.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -504965.343750 Penalty: 878.945068
	Iteration 59Q: 3 clusters Score -504965.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -504974.312500 Penalty: 878.945068
	Iteration 60F: 3 clusters Score -504974.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -504979.687500 Penalty: 878.945068
	Iteration 61Q: 3 clusters Score -504979.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -504990.531250 Penalty: 878.945068
	Iteration 62Q: 3 clusters Score -504990.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -504999.687500 Penalty: 878.945068
	Iteration 63Q: 3 clusters Score -504999.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -505011.312500 Penalty: 878.945068
	Iteration 64Q: 3 clusters Score -505011.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -505020.812500 Penalty: 878.945068
	Iteration 65Q: 3 clusters Score -505020.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -505030.843750 Penalty: 878.945068
	Iteration 66Q: 3 clusters Score -505030.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -505039.093750 Penalty: 878.945068
	Iteration 67Q: 3 clusters Score -505039.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15366 members 
Entering Unmasked Estep 
Score: -505045.187500 Penalty: 878.945068
	Iteration 68Q: 3 clusters Score -505045.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -505052.218750 Penalty: 878.945068
	Iteration 69Q: 3 clusters Score -505052.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -505060.500000 Penalty: 878.945068
	Iteration 70Q: 3 clusters Score -505060.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -505064.062500 Penalty: 878.945068
	Iteration 71Q: 3 clusters Score -505064.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -505068.218750 Penalty: 878.945068
	Iteration 72Q: 3 clusters Score -505068.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -505070.156250 Penalty: 878.945068
	Iteration 73Q: 3 clusters Score -505070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -505072.562500 Penalty: 878.945068
	Iteration 74Q: 3 clusters Score -505072.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -505074.500000 Penalty: 878.945068
	Iteration 75Q: 3 clusters Score -505074.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -505081.343750 Penalty: 878.945068
	Iteration 76Q: 3 clusters Score -505081.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -505087.000000 Penalty: 878.945068
	Iteration 77Q: 3 clusters Score -505087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -505090.468750 Penalty: 878.945068
	Iteration 78Q: 3 clusters Score -505090.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -505093.718750 Penalty: 878.945068
	Iteration 79Q: 3 clusters Score -505093.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -505095.750000 Penalty: 878.945068
	Iteration 80F: 3 clusters Score -505095.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -505097.375000 Penalty: 878.945068
	Iteration 81Q: 3 clusters Score -505097.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -505100.031250 Penalty: 878.945068
	Iteration 82Q: 3 clusters Score -505100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -505103.062500 Penalty: 878.945068
	Iteration 83Q: 3 clusters Score -505103.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -505104.125000 Penalty: 878.945068
	Iteration 84Q: 3 clusters Score -505104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -505105.687500 Penalty: 878.945068
	Iteration 85Q: 3 clusters Score -505105.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -505106.781250 Penalty: 878.945068
	Iteration 86Q: 3 clusters Score -505106.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -505108.843750 Penalty: 878.945068
	Iteration 87Q: 3 clusters Score -505108.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -505112.187500 Penalty: 878.945068
	Iteration 88Q: 3 clusters Score -505112.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -505113.781250 Penalty: 878.945068
	Iteration 89Q: 3 clusters Score -505113.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -505115.187500 Penalty: 878.945068
	Iteration 90Q: 3 clusters Score -505115.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -505116.625000 Penalty: 878.945068
	Iteration 91Q: 3 clusters Score -505116.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -505117.187500 Penalty: 878.945068
	Iteration 92Q: 3 clusters Score -505117.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -505117.187500 Penalty: 878.945068
	Iteration 93F: 3 clusters Score -505117.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Entering Unmasked Estep 
Score: -4530.656250 Penalty: 241.750885
	Iteration 0F: 2 clusters Score -4530.656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -4254.331543 Penalty: 483.501770
	Iteration 0F: 3 clusters Score -4254.332 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -4344.270996 Penalty: 483.501770
	Iteration 1F: 3 clusters Score -4344.271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -4389.151367 Penalty: 483.501770
	Iteration 2F: 3 clusters Score -4389.151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -4408.176270 Penalty: 483.501770
	Iteration 3Q: 3 clusters Score -4408.176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -4414.090332 Penalty: 483.501770
	Iteration 4Q: 3 clusters Score -4414.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4421.995605 Penalty: 483.501770
	Iteration 5Q: 3 clusters Score -4421.996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4427.088379 Penalty: 483.501770
	Iteration 6Q: 3 clusters Score -4427.088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4429.134277 Penalty: 483.501770
	Iteration 7Q: 3 clusters Score -4429.134 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -4429.134277 Penalty: 483.501770
	Iteration 8F: 3 clusters Score -4429.134 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Entering Unmasked Estep 
Score: -75765.445312 Penalty: 355.518402
	Iteration 0F: 2 clusters Score -75765.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -73997.039062 Penalty: 711.036804
	Iteration 0F: 3 clusters Score -73997.04 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -74654.539062 Penalty: 711.036804
	Iteration 1F: 3 clusters Score -74654.54 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -74792.093750 Penalty: 711.036804
	Iteration 2F: 3 clusters Score -74792.09 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -74891.484375 Penalty: 711.036804
	Iteration 3F: 3 clusters Score -74891.48 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -74973.609375 Penalty: 711.036804
	Iteration 4F: 3 clusters Score -74973.61 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -75048.335938 Penalty: 711.036804
	Iteration 5Q: 3 clusters Score -75048.34 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -75115.328125 Penalty: 711.036804
	Iteration 6Q: 3 clusters Score -75115.33 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -75183.242188 Penalty: 711.036804
	Iteration 7Q: 3 clusters Score -75183.24 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -75241.125000 Penalty: 711.036804
	Iteration 8Q: 3 clusters Score -75241.12 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -75281.085938 Penalty: 711.036804
	Iteration 9Q: 3 clusters Score -75281.09 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -75317.828125 Penalty: 711.036804
	Iteration 10Q: 3 clusters Score -75317.83 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -75350.492188 Penalty: 711.036804
	Iteration 11Q: 3 clusters Score -75350.49 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -75384.320312 Penalty: 711.036804
	Iteration 12Q: 3 clusters Score -75384.32 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -75412.156250 Penalty: 711.036804
	Iteration 13Q: 3 clusters Score -75412.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -75427.406250 Penalty: 711.036804
	Iteration 14Q: 3 clusters Score -75427.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -75441.953125 Penalty: 711.036804
	Iteration 15Q: 3 clusters Score -75441.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -75452.625000 Penalty: 711.036804
	Iteration 16Q: 3 clusters Score -75452.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -75456.632812 Penalty: 711.036804
	Iteration 17Q: 3 clusters Score -75456.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -75458.515625 Penalty: 711.036804
	Iteration 18Q: 3 clusters Score -75458.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -75461.125000 Penalty: 711.036804
	Iteration 19Q: 3 clusters Score -75461.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -75463.695312 Penalty: 711.036804
	Iteration 20F: 3 clusters Score -75463.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -75469.242188 Penalty: 711.036804
	Iteration 21Q: 3 clusters Score -75469.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -75472.960938 Penalty: 711.036804
	Iteration 22Q: 3 clusters Score -75472.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -75475.335938 Penalty: 711.036804
	Iteration 23Q: 3 clusters Score -75475.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -75476.437500 Penalty: 711.036804
	Iteration 24Q: 3 clusters Score -75476.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -75476.437500 Penalty: 711.036804
	Iteration 25F: 3 clusters Score -75476.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Entering Unmasked Estep 
Score: -120317.750000 Penalty: 378.380524
	Iteration 0F: 2 clusters Score -120317.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -117554.390625 Penalty: 756.761047
	Iteration 0F: 3 clusters Score -117554.4 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -118659.593750 Penalty: 756.761047
	Iteration 1F: 3 clusters Score -118659.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -118830.171875 Penalty: 756.761047
	Iteration 2F: 3 clusters Score -118830.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -118969.507812 Penalty: 756.761047
	Iteration 3F: 3 clusters Score -118969.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -119115.734375 Penalty: 756.761047
	Iteration 4F: 3 clusters Score -119115.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -119289.546875 Penalty: 756.761047
	Iteration 5F: 3 clusters Score -119289.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -119440.023438 Penalty: 756.761047
	Iteration 6F: 3 clusters Score -119440 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -119529.656250 Penalty: 756.761047
	Iteration 7Q: 3 clusters Score -119529.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -119582.695312 Penalty: 756.761047
	Iteration 8Q: 3 clusters Score -119582.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -119606.023438 Penalty: 756.761047
	Iteration 9Q: 3 clusters Score -119606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -119621.929688 Penalty: 756.761047
	Iteration 10Q: 3 clusters Score -119621.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -119637.164062 Penalty: 756.761047
	Iteration 11Q: 3 clusters Score -119637.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -119656.937500 Penalty: 756.761047
	Iteration 12Q: 3 clusters Score -119656.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -119671.921875 Penalty: 756.761047
	Iteration 13Q: 3 clusters Score -119671.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -119686.351562 Penalty: 756.761047
	Iteration 14Q: 3 clusters Score -119686.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -119698.234375 Penalty: 756.761047
	Iteration 15Q: 3 clusters Score -119698.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -119707.273438 Penalty: 756.761047
	Iteration 16Q: 3 clusters Score -119707.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -119720.351562 Penalty: 756.761047
	Iteration 17Q: 3 clusters Score -119720.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -119734.039062 Penalty: 756.761047
	Iteration 18Q: 3 clusters Score -119734 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -119749.000000 Penalty: 756.761047
	Iteration 19Q: 3 clusters Score -119749 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -119759.156250 Penalty: 756.761047
	Iteration 20F: 3 clusters Score -119759.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -119768.546875 Penalty: 756.761047
	Iteration 21Q: 3 clusters Score -119768.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -119775.710938 Penalty: 756.761047
	Iteration 22Q: 3 clusters Score -119775.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -119783.359375 Penalty: 756.761047
	Iteration 23Q: 3 clusters Score -119783.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -119791.632812 Penalty: 756.761047
	Iteration 24Q: 3 clusters Score -119791.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -119798.187500 Penalty: 756.761047
	Iteration 25Q: 3 clusters Score -119798.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -119806.234375 Penalty: 756.761047
	Iteration 26Q: 3 clusters Score -119806.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -119819.437500 Penalty: 756.761047
	Iteration 27Q: 3 clusters Score -119819.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -119828.570312 Penalty: 756.761047
	Iteration 28Q: 3 clusters Score -119828.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -119834.125000 Penalty: 756.761047
	Iteration 29Q: 3 clusters Score -119834.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -119840.140625 Penalty: 756.761047
	Iteration 30Q: 3 clusters Score -119840.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -119848.445312 Penalty: 756.761047
	Iteration 31Q: 3 clusters Score -119848.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -119859.570312 Penalty: 756.761047
	Iteration 32Q: 3 clusters Score -119859.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -119881.593750 Penalty: 756.761047
	Iteration 33Q: 3 clusters Score -119881.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -119902.937500 Penalty: 756.761047
	Iteration 34Q: 3 clusters Score -119902.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -119915.125000 Penalty: 756.761047
	Iteration 35Q: 3 clusters Score -119915.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -119924.570312 Penalty: 756.761047
	Iteration 36Q: 3 clusters Score -119924.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -119932.554688 Penalty: 756.761047
	Iteration 37Q: 3 clusters Score -119932.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -119938.476562 Penalty: 756.761047
	Iteration 38Q: 3 clusters Score -119938.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -119942.140625 Penalty: 756.761047
	Iteration 39Q: 3 clusters Score -119942.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -119945.171875 Penalty: 756.761047
	Iteration 40F: 3 clusters Score -119945.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -119947.679688 Penalty: 756.761047
	Iteration 41Q: 3 clusters Score -119947.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -119949.140625 Penalty: 756.761047
	Iteration 42Q: 3 clusters Score -119949.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -119950.023438 Penalty: 756.761047
	Iteration 43Q: 3 clusters Score -119950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -119951.093750 Penalty: 756.761047
	Iteration 44Q: 3 clusters Score -119951.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -119952.265625 Penalty: 756.761047
	Iteration 45Q: 3 clusters Score -119952.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -119953.046875 Penalty: 756.761047
	Iteration 46Q: 3 clusters Score -119953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -119954.937500 Penalty: 756.761047
	Iteration 47Q: 3 clusters Score -119954.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -119960.695312 Penalty: 756.761047
	Iteration 48Q: 3 clusters Score -119960.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -119972.312500 Penalty: 756.761047
	Iteration 49Q: 3 clusters Score -119972.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -119980.164062 Penalty: 756.761047
	Iteration 50Q: 3 clusters Score -119980.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -119982.234375 Penalty: 756.761047
	Iteration 51Q: 3 clusters Score -119982.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -119983.250000 Penalty: 756.761047
	Iteration 52Q: 3 clusters Score -119983.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -119984.468750 Penalty: 756.761047
	Iteration 53Q: 3 clusters Score -119984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -119985.515625 Penalty: 756.761047
	Iteration 54Q: 3 clusters Score -119985.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -119987.664062 Penalty: 756.761047
	Iteration 55Q: 3 clusters Score -119987.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -119990.648438 Penalty: 756.761047
	Iteration 56Q: 3 clusters Score -119990.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -119991.617188 Penalty: 756.761047
	Iteration 57Q: 3 clusters Score -119991.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -119991.976562 Penalty: 756.761047
	Iteration 58Q: 3 clusters Score -119992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -119992.210938 Penalty: 756.761047
	Iteration 59Q: 3 clusters Score -119992.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -119992.210938 Penalty: 756.761047
	Iteration 60F: 3 clusters Score -119992.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Entering Unmasked Estep 
Score: -1028697.000000 Penalty: 471.335022
	Iteration 0F: 2 clusters Score -1028697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -1007527.312500 Penalty: 942.670044
	Iteration 0F: 3 clusters Score -1007527 nChanged 15184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1016648.750000 Penalty: 942.670044
	Iteration 1F: 3 clusters Score -1016649 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1017182.437500 Penalty: 942.670044
	Iteration 2Q: 3 clusters Score -1017182 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1017994.000000 Penalty: 942.670044
	Iteration 3F: 3 clusters Score -1017994 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -1019175.625000 Penalty: 942.670044
	Iteration 4F: 3 clusters Score -1019176 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1020777.125000 Penalty: 942.670044
	Iteration 5F: 3 clusters Score -1020777 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1022592.125000 Penalty: 942.670044
	Iteration 6F: 3 clusters Score -1022592 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1024120.250000 Penalty: 942.670044
	Iteration 7F: 3 clusters Score -1024120 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -1025005.062500 Penalty: 942.670044
	Iteration 8Q: 3 clusters Score -1025005 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24536 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -1025501.375000 Penalty: 942.670044
	Iteration 9Q: 3 clusters Score -1025501 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1025878.000000 Penalty: 942.670044
	Iteration 10Q: 3 clusters Score -1025878 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25771 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1026180.187500 Penalty: 942.670044
	Iteration 11Q: 3 clusters Score -1026180 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26304 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1026450.125000 Penalty: 942.670044
	Iteration 12Q: 3 clusters Score -1026450 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1026664.750000 Penalty: 942.670044
	Iteration 13Q: 3 clusters Score -1026665 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27158 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1026855.687500 Penalty: 942.670044
	Iteration 14Q: 3 clusters Score -1026856 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1027016.000000 Penalty: 942.670044
	Iteration 15Q: 3 clusters Score -1027016 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27847 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1027181.812500 Penalty: 942.670044
	Iteration 16Q: 3 clusters Score -1027182 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1027349.750000 Penalty: 942.670044
	Iteration 17Q: 3 clusters Score -1027350 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1027498.875000 Penalty: 942.670044
	Iteration 18Q: 3 clusters Score -1027499 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1027621.812500 Penalty: 942.670044
	Iteration 19Q: 3 clusters Score -1027622 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1027725.250000 Penalty: 942.670044
	Iteration 20F: 3 clusters Score -1027725 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29278 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1027824.187500 Penalty: 942.670044
	Iteration 21Q: 3 clusters Score -1027824 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29494 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1027905.750000 Penalty: 942.670044
	Iteration 22Q: 3 clusters Score -1027906 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29674 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1027972.250000 Penalty: 942.670044
	Iteration 23Q: 3 clusters Score -1027972 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29834 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1028019.437500 Penalty: 942.670044
	Iteration 24Q: 3 clusters Score -1028019 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1028056.687500 Penalty: 942.670044
	Iteration 25Q: 3 clusters Score -1028057 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1028087.687500 Penalty: 942.670044
	Iteration 26Q: 3 clusters Score -1028088 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1028109.750000 Penalty: 942.670044
	Iteration 27Q: 3 clusters Score -1028110 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30247 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1028131.187500 Penalty: 942.670044
	Iteration 28Q: 3 clusters Score -1028131 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1028154.875000 Penalty: 942.670044
	Iteration 29Q: 3 clusters Score -1028155 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1028180.062500 Penalty: 942.670044
	Iteration 30Q: 3 clusters Score -1028180 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30494 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1028206.250000 Penalty: 942.670044
	Iteration 31Q: 3 clusters Score -1028206 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1028231.375000 Penalty: 942.670044
	Iteration 32Q: 3 clusters Score -1028231 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1028250.625000 Penalty: 942.670044
	Iteration 33Q: 3 clusters Score -1028251 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1028267.687500 Penalty: 942.670044
	Iteration 34Q: 3 clusters Score -1028268 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1028276.812500 Penalty: 942.670044
	Iteration 35Q: 3 clusters Score -1028277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30770 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1028290.812500 Penalty: 942.670044
	Iteration 36Q: 3 clusters Score -1028291 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30806 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1028299.687500 Penalty: 942.670044
	Iteration 37Q: 3 clusters Score -1028300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30836 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1028307.812500 Penalty: 942.670044
	Iteration 38Q: 3 clusters Score -1028308 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1028311.375000 Penalty: 942.670044
	Iteration 39Q: 3 clusters Score -1028311 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1028316.875000 Penalty: 942.670044
	Iteration 40F: 3 clusters Score -1028317 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1028322.687500 Penalty: 942.670044
	Iteration 41Q: 3 clusters Score -1028323 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1028322.000000 Penalty: 942.670044
	Iteration 42Q: 3 clusters Score -1028322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1028326.625000 Penalty: 942.670044
	Iteration 43Q: 3 clusters Score -1028327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1028329.312500 Penalty: 942.670044
	Iteration 44Q: 3 clusters Score -1028329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1028334.187500 Penalty: 942.670044
	Iteration 45Q: 3 clusters Score -1028334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1028341.562500 Penalty: 942.670044
	Iteration 46Q: 3 clusters Score -1028342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1028343.812500 Penalty: 942.670044
	Iteration 47Q: 3 clusters Score -1028344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1028350.562500 Penalty: 942.670044
	Iteration 48Q: 3 clusters Score -1028351 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1028355.375000 Penalty: 942.670044
	Iteration 49Q: 3 clusters Score -1028355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31044 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1028357.437500 Penalty: 942.670044
	Iteration 50Q: 3 clusters Score -1028357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31056 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1028361.187500 Penalty: 942.670044
	Iteration 51Q: 3 clusters Score -1028361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1028361.812500 Penalty: 942.670044
	Iteration 52Q: 3 clusters Score -1028362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1028363.562500 Penalty: 942.670044
	Iteration 53Q: 3 clusters Score -1028364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1028366.000000 Penalty: 942.670044
	Iteration 54Q: 3 clusters Score -1028366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1028365.000000 Penalty: 942.670044
	Iteration 55Q: 3 clusters Score -1028365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31083 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1028367.750000 Penalty: 942.670044
	Iteration 56Q: 3 clusters Score -1028368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1028369.375000 Penalty: 942.670044
	Iteration 57Q: 3 clusters Score -1028369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1028373.937500 Penalty: 942.670044
	Iteration 58Q: 3 clusters Score -1028374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1028374.750000 Penalty: 942.670044
	Iteration 59Q: 3 clusters Score -1028375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1028376.750000 Penalty: 942.670044
	Iteration 60F: 3 clusters Score -1028377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1028380.562500 Penalty: 942.670044
	Iteration 61Q: 3 clusters Score -1028381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1028383.312500 Penalty: 942.670044
	Iteration 62Q: 3 clusters Score -1028383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1028386.250000 Penalty: 942.670044
	Iteration 63Q: 3 clusters Score -1028386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1028385.937500 Penalty: 942.670044
	Iteration 64Q: 3 clusters Score -1028386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -1028387.750000 Penalty: 942.670044
	Iteration 65Q: 3 clusters Score -1028388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31144 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1028387.500000 Penalty: 942.670044
	Iteration 66Q: 3 clusters Score -1028388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1028388.687500 Penalty: 942.670044
	Iteration 67Q: 3 clusters Score -1028389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1028390.187500 Penalty: 942.670044
	Iteration 68Q: 3 clusters Score -1028390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1028390.750000 Penalty: 942.670044
	Iteration 69Q: 3 clusters Score -1028391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -1028392.437500 Penalty: 942.670044
	Iteration 70Q: 3 clusters Score -1028392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31172 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1028393.812500 Penalty: 942.670044
	Iteration 71Q: 3 clusters Score -1028394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -1028394.875000 Penalty: 942.670044
	Iteration 72Q: 3 clusters Score -1028395 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1028395.062500 Penalty: 942.670044
	Iteration 73Q: 3 clusters Score -1028395 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31177 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1028395.062500 Penalty: 942.670044
	Iteration 74F: 3 clusters Score -1028395 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Entering Unmasked Estep 
Score: -67819.390625 Penalty: 348.685059
	Iteration 0F: 2 clusters Score -67819.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -66334.843750 Penalty: 697.370117
	Iteration 0F: 3 clusters Score -66334.84 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -66849.453125 Penalty: 697.370117
	Iteration 1F: 3 clusters Score -66849.45 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -66941.554688 Penalty: 697.370117
	Iteration 2F: 3 clusters Score -66941.55 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -66992.273438 Penalty: 697.370117
	Iteration 3Q: 3 clusters Score -66992.27 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -67038.367188 Penalty: 697.370117
	Iteration 4Q: 3 clusters Score -67038.37 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -67094.343750 Penalty: 697.370117
	Iteration 5Q: 3 clusters Score -67094.34 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -67149.750000 Penalty: 697.370117
	Iteration 6Q: 3 clusters Score -67149.75 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -67198.820312 Penalty: 697.370117
	Iteration 7Q: 3 clusters Score -67198.82 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -67231.070312 Penalty: 697.370117
	Iteration 8Q: 3 clusters Score -67231.07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -67258.609375 Penalty: 697.370117
	Iteration 9Q: 3 clusters Score -67258.61 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -67290.382812 Penalty: 697.370117
	Iteration 10Q: 3 clusters Score -67290.38 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -67314.898438 Penalty: 697.370117
	Iteration 11Q: 3 clusters Score -67314.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -67332.296875 Penalty: 697.370117
	Iteration 12Q: 3 clusters Score -67332.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -67342.257812 Penalty: 697.370117
	Iteration 13Q: 3 clusters Score -67342.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -67350.703125 Penalty: 697.370117
	Iteration 14Q: 3 clusters Score -67350.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -67356.460938 Penalty: 697.370117
	Iteration 15Q: 3 clusters Score -67356.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -67360.718750 Penalty: 697.370117
	Iteration 16Q: 3 clusters Score -67360.72 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -67365.257812 Penalty: 697.370117
	Iteration 17Q: 3 clusters Score -67365.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -67368.062500 Penalty: 697.370117
	Iteration 18Q: 3 clusters Score -67368.06 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -67369.218750 Penalty: 697.370117
	Iteration 19Q: 3 clusters Score -67369.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -67369.867188 Penalty: 697.370117
	Iteration 20F: 3 clusters Score -67369.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -67370.343750 Penalty: 697.370117
	Iteration 21Q: 3 clusters Score -67370.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -67371.351562 Penalty: 697.370117
	Iteration 22Q: 3 clusters Score -67371.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -67372.132812 Penalty: 697.370117
	Iteration 23Q: 3 clusters Score -67372.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -67373.078125 Penalty: 697.370117
	Iteration 24Q: 3 clusters Score -67373.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -67374.007812 Penalty: 697.370117
	Iteration 25Q: 3 clusters Score -67374.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -67374.781250 Penalty: 697.370117
	Iteration 26Q: 3 clusters Score -67374.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -67375.960938 Penalty: 697.370117
	Iteration 27Q: 3 clusters Score -67375.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -67377.882812 Penalty: 697.370117
	Iteration 28Q: 3 clusters Score -67377.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -67380.796875 Penalty: 697.370117
	Iteration 29Q: 3 clusters Score -67380.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -67385.015625 Penalty: 697.370117
	Iteration 30Q: 3 clusters Score -67385.02 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -67390.218750 Penalty: 697.370117
	Iteration 31Q: 3 clusters Score -67390.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -67393.453125 Penalty: 697.370117
	Iteration 32Q: 3 clusters Score -67393.45 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -67397.125000 Penalty: 697.370117
	Iteration 33Q: 3 clusters Score -67397.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -67400.726562 Penalty: 697.370117
	Iteration 34Q: 3 clusters Score -67400.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -67404.328125 Penalty: 697.370117
	Iteration 35Q: 3 clusters Score -67404.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -67408.281250 Penalty: 697.370117
	Iteration 36Q: 3 clusters Score -67408.28 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -67411.054688 Penalty: 697.370117
	Iteration 37Q: 3 clusters Score -67411.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -67412.960938 Penalty: 697.370117
	Iteration 38Q: 3 clusters Score -67412.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -67417.148438 Penalty: 697.370117
	Iteration 39Q: 3 clusters Score -67417.15 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -67420.562500 Penalty: 697.370117
	Iteration 40F: 3 clusters Score -67420.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -67422.414062 Penalty: 697.370117
	Iteration 41Q: 3 clusters Score -67422.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -67424.023438 Penalty: 697.370117
	Iteration 42Q: 3 clusters Score -67424.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -67426.523438 Penalty: 697.370117
	Iteration 43Q: 3 clusters Score -67426.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -67429.125000 Penalty: 697.370117
	Iteration 44Q: 3 clusters Score -67429.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -67430.296875 Penalty: 697.370117
	Iteration 45Q: 3 clusters Score -67430.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -67431.843750 Penalty: 697.370117
	Iteration 46Q: 3 clusters Score -67431.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -67432.773438 Penalty: 697.370117
	Iteration 47Q: 3 clusters Score -67432.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -67435.539062 Penalty: 697.370117
	Iteration 48Q: 3 clusters Score -67435.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -67436.914062 Penalty: 697.370117
	Iteration 49Q: 3 clusters Score -67436.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -67437.398438 Penalty: 697.370117
	Iteration 50Q: 3 clusters Score -67437.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -67437.835938 Penalty: 697.370117
	Iteration 51Q: 3 clusters Score -67437.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -67438.804688 Penalty: 697.370117
	Iteration 52Q: 3 clusters Score -67438.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -67439.851562 Penalty: 697.370117
	Iteration 53Q: 3 clusters Score -67439.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -67441.859375 Penalty: 697.370117
	Iteration 54Q: 3 clusters Score -67441.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -67443.960938 Penalty: 697.370117
	Iteration 55Q: 3 clusters Score -67443.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -67444.796875 Penalty: 697.370117
	Iteration 56Q: 3 clusters Score -67444.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -67445.570312 Penalty: 697.370117
	Iteration 57Q: 3 clusters Score -67445.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -67445.742188 Penalty: 697.370117
	Iteration 58Q: 3 clusters Score -67445.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -67445.976562 Penalty: 697.370117
	Iteration 59Q: 3 clusters Score -67445.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -67445.976562 Penalty: 697.370117
	Iteration 60F: 3 clusters Score -67445.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -67446.351562 Penalty: 697.370117
	Iteration 61Q: 3 clusters Score -67446.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -67446.640625 Penalty: 697.370117
	Iteration 62Q: 3 clusters Score -67446.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -67446.656250 Penalty: 697.370117
	Iteration 63Q: 3 clusters Score -67446.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -67446.656250 Penalty: 697.370117
	Iteration 64F: 3 clusters Score -67446.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Entering Unmasked Estep 
Score: -158517.343750 Penalty: 391.008728
	Iteration 0F: 2 clusters Score -158517.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -154871.906250 Penalty: 782.017456
	Iteration 0F: 3 clusters Score -154871.9 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -156318.531250 Penalty: 782.017456
	Iteration 1F: 3 clusters Score -156318.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -156480.015625 Penalty: 782.017456
	Iteration 2F: 3 clusters Score -156480 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -156630.531250 Penalty: 782.017456
	Iteration 3F: 3 clusters Score -156630.5 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -156786.156250 Penalty: 782.017456
	Iteration 4F: 3 clusters Score -156786.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -156974.578125 Penalty: 782.017456
	Iteration 5F: 3 clusters Score -156974.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -157189.656250 Penalty: 782.017456
	Iteration 6F: 3 clusters Score -157189.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -157403.500000 Penalty: 782.017456
	Iteration 7F: 3 clusters Score -157403.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -157578.906250 Penalty: 782.017456
	Iteration 8Q: 3 clusters Score -157578.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -157735.421875 Penalty: 782.017456
	Iteration 9Q: 3 clusters Score -157735.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -157850.062500 Penalty: 782.017456
	Iteration 10Q: 3 clusters Score -157850.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -157978.750000 Penalty: 782.017456
	Iteration 11Q: 3 clusters Score -157978.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -158094.984375 Penalty: 782.017456
	Iteration 12Q: 3 clusters Score -158095 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -158173.656250 Penalty: 782.017456
	Iteration 13Q: 3 clusters Score -158173.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -158253.906250 Penalty: 782.017456
	Iteration 14Q: 3 clusters Score -158253.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -158327.953125 Penalty: 782.017456
	Iteration 15Q: 3 clusters Score -158328 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -158348.031250 Penalty: 782.017456
	Iteration 16Q: 3 clusters Score -158348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -158352.796875 Penalty: 782.017456
	Iteration 17Q: 3 clusters Score -158352.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -158355.203125 Penalty: 782.017456
	Iteration 18Q: 3 clusters Score -158355.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -158356.343750 Penalty: 782.017456
	Iteration 19Q: 3 clusters Score -158356.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -158356.921875 Penalty: 782.017456
	Iteration 20F: 3 clusters Score -158356.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -158356.687500 Penalty: 782.017456
	Iteration 21Q: 3 clusters Score -158356.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -158356.687500 Penalty: 782.017456
	Iteration 22F: 3 clusters Score -158356.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Entering Unmasked Estep 
Score: -61164.187500 Penalty: 344.689087
	Iteration 0F: 2 clusters Score -61164.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -59785.847656 Penalty: 689.378174
	Iteration 0F: 3 clusters Score -59785.85 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -60285.136719 Penalty: 689.378174
	Iteration 1F: 3 clusters Score -60285.14 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -60385.878906 Penalty: 689.378174
	Iteration 2F: 3 clusters Score -60385.88 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -60463.156250 Penalty: 689.378174
	Iteration 3F: 3 clusters Score -60463.16 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -60525.566406 Penalty: 689.378174
	Iteration 4Q: 3 clusters Score -60525.57 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -60615.781250 Penalty: 689.378174
	Iteration 5F: 3 clusters Score -60615.78 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -60682.718750 Penalty: 689.378174
	Iteration 6F: 3 clusters Score -60682.72 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -60736.140625 Penalty: 689.378174
	Iteration 7Q: 3 clusters Score -60736.14 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -60774.554688 Penalty: 689.378174
	Iteration 8Q: 3 clusters Score -60774.55 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -60792.171875 Penalty: 689.378174
	Iteration 9Q: 3 clusters Score -60792.17 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -60802.062500 Penalty: 689.378174
	Iteration 10Q: 3 clusters Score -60802.06 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -60807.886719 Penalty: 689.378174
	Iteration 11Q: 3 clusters Score -60807.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -60810.082031 Penalty: 689.378174
	Iteration 12Q: 3 clusters Score -60810.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -60811.898438 Penalty: 689.378174
	Iteration 13Q: 3 clusters Score -60811.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -60815.464844 Penalty: 689.378174
	Iteration 14Q: 3 clusters Score -60815.46 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -60818.539062 Penalty: 689.378174
	Iteration 15Q: 3 clusters Score -60818.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -60822.402344 Penalty: 689.378174
	Iteration 16Q: 3 clusters Score -60822.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -60826.078125 Penalty: 689.378174
	Iteration 17Q: 3 clusters Score -60826.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -60827.320312 Penalty: 689.378174
	Iteration 18Q: 3 clusters Score -60827.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -60828.761719 Penalty: 689.378174
	Iteration 19Q: 3 clusters Score -60828.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -60829.886719 Penalty: 689.378174
	Iteration 20F: 3 clusters Score -60829.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -60830.496094 Penalty: 689.378174
	Iteration 21Q: 3 clusters Score -60830.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -60832.695312 Penalty: 689.378174
	Iteration 22Q: 3 clusters Score -60832.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -60834.921875 Penalty: 689.378174
	Iteration 23Q: 3 clusters Score -60834.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -60836.562500 Penalty: 689.378174
	Iteration 24Q: 3 clusters Score -60836.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -60838.566406 Penalty: 689.378174
	Iteration 25Q: 3 clusters Score -60838.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -60840.750000 Penalty: 689.378174
	Iteration 26Q: 3 clusters Score -60840.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -60842.242188 Penalty: 689.378174
	Iteration 27Q: 3 clusters Score -60842.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -60843.246094 Penalty: 689.378174
	Iteration 28Q: 3 clusters Score -60843.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -60843.886719 Penalty: 689.378174
	Iteration 29Q: 3 clusters Score -60843.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -60844.484375 Penalty: 689.378174
	Iteration 30Q: 3 clusters Score -60844.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -60845.199219 Penalty: 689.378174
	Iteration 31Q: 3 clusters Score -60845.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -60845.691406 Penalty: 689.378174
	Iteration 32Q: 3 clusters Score -60845.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -60846.484375 Penalty: 689.378174
	Iteration 33Q: 3 clusters Score -60846.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -60848.144531 Penalty: 689.378174
	Iteration 34Q: 3 clusters Score -60848.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -60850.605469 Penalty: 689.378174
	Iteration 35Q: 3 clusters Score -60850.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -60852.117188 Penalty: 689.378174
	Iteration 36Q: 3 clusters Score -60852.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -60852.820312 Penalty: 689.378174
	Iteration 37Q: 3 clusters Score -60852.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -60852.871094 Penalty: 689.378174
	Iteration 38Q: 3 clusters Score -60852.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -60853.042969 Penalty: 689.378174
	Iteration 39Q: 3 clusters Score -60853.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -60853.042969 Penalty: 689.378174
	Iteration 40F: 3 clusters Score -60853.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -16623.007812 Penalty: 280.142548
	Iteration 0F: 2 clusters Score -16623.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -16164.549805 Penalty: 560.285095
	Iteration 0F: 3 clusters Score -16164.55 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -16262.623047 Penalty: 560.285095
	Iteration 1F: 3 clusters Score -16262.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16293.690430 Penalty: 560.285095
	Iteration 2F: 3 clusters Score -16293.69 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -16312.075195 Penalty: 560.285095
	Iteration 3Q: 3 clusters Score -16312.08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -16321.521484 Penalty: 560.285095
	Iteration 4Q: 3 clusters Score -16321.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -16330.053711 Penalty: 560.285095
	Iteration 5Q: 3 clusters Score -16330.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -16334.818359 Penalty: 560.285095
	Iteration 6Q: 3 clusters Score -16334.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -16337.358398 Penalty: 560.285095
	Iteration 7Q: 3 clusters Score -16337.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -16338.841797 Penalty: 560.285095
	Iteration 8Q: 3 clusters Score -16338.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16339.576172 Penalty: 560.285095
	Iteration 9Q: 3 clusters Score -16339.58 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16339.576172 Penalty: 560.285095
	Iteration 10F: 3 clusters Score -16339.58 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -61642.445312 Penalty: 348.962036
	Iteration 0F: 2 clusters Score -61642.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -60093.527344 Penalty: 697.924072
	Iteration 0F: 3 clusters Score -60093.53 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -60680.925781 Penalty: 697.924072
	Iteration 1F: 3 clusters Score -60680.93 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -60825.835938 Penalty: 697.924072
	Iteration 2F: 3 clusters Score -60825.84 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -60989.789062 Penalty: 697.924072
	Iteration 3F: 3 clusters Score -60989.79 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -61142.578125 Penalty: 697.924072
	Iteration 4F: 3 clusters Score -61142.58 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -61247.808594 Penalty: 697.924072
	Iteration 5F: 3 clusters Score -61247.81 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -61322.035156 Penalty: 697.924072
	Iteration 6Q: 3 clusters Score -61322.04 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -61402.707031 Penalty: 697.924072
	Iteration 7Q: 3 clusters Score -61402.71 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -61449.902344 Penalty: 697.924072
	Iteration 8Q: 3 clusters Score -61449.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -61485.878906 Penalty: 697.924072
	Iteration 9Q: 3 clusters Score -61485.88 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -61500.300781 Penalty: 697.924072
	Iteration 10Q: 3 clusters Score -61500.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -61506.039062 Penalty: 697.924072
	Iteration 11Q: 3 clusters Score -61506.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -61510.140625 Penalty: 697.924072
	Iteration 12Q: 3 clusters Score -61510.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -61512.832031 Penalty: 697.924072
	Iteration 13Q: 3 clusters Score -61512.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -61514.609375 Penalty: 697.924072
	Iteration 14Q: 3 clusters Score -61514.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -61515.238281 Penalty: 697.924072
	Iteration 15Q: 3 clusters Score -61515.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -61515.625000 Penalty: 697.924072
	Iteration 16Q: 3 clusters Score -61515.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -61515.976562 Penalty: 697.924072
	Iteration 17Q: 3 clusters Score -61515.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -61515.996094 Penalty: 697.924072
	Iteration 18Q: 3 clusters Score -61516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -61515.996094 Penalty: 697.924072
	Iteration 19F: 3 clusters Score -61516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Entering Unmasked Estep 
Score: -192582.375000 Penalty: 395.994446
	Iteration 0F: 2 clusters Score -192582.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -188486.078125 Penalty: 791.988892
	Iteration 0F: 3 clusters Score -188486.1 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -190036.093750 Penalty: 791.988892
	Iteration 1F: 3 clusters Score -190036.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -190251.250000 Penalty: 791.988892
	Iteration 2F: 3 clusters Score -190251.2 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -190571.015625 Penalty: 791.988892
	Iteration 3F: 3 clusters Score -190571 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -191004.671875 Penalty: 791.988892
	Iteration 4F: 3 clusters Score -191004.7 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -191381.250000 Penalty: 791.988892
	Iteration 5F: 3 clusters Score -191381.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -191657.609375 Penalty: 791.988892
	Iteration 6F: 3 clusters Score -191657.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -191879.484375 Penalty: 791.988892
	Iteration 7Q: 3 clusters Score -191879.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -192029.421875 Penalty: 791.988892
	Iteration 8Q: 3 clusters Score -192029.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -192148.656250 Penalty: 791.988892
	Iteration 9Q: 3 clusters Score -192148.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -192260.421875 Penalty: 791.988892
	Iteration 10Q: 3 clusters Score -192260.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -192345.625000 Penalty: 791.988892
	Iteration 11Q: 3 clusters Score -192345.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -192408.296875 Penalty: 791.988892
	Iteration 12Q: 3 clusters Score -192408.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -192438.578125 Penalty: 791.988892
	Iteration 13Q: 3 clusters Score -192438.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -192462.203125 Penalty: 791.988892
	Iteration 14Q: 3 clusters Score -192462.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -192479.625000 Penalty: 791.988892
	Iteration 15Q: 3 clusters Score -192479.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -192489.468750 Penalty: 791.988892
	Iteration 16Q: 3 clusters Score -192489.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -192497.656250 Penalty: 791.988892
	Iteration 17Q: 3 clusters Score -192497.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -192502.875000 Penalty: 791.988892
	Iteration 18Q: 3 clusters Score -192502.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -192506.171875 Penalty: 791.988892
	Iteration 19Q: 3 clusters Score -192506.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -192509.953125 Penalty: 791.988892
	Iteration 20F: 3 clusters Score -192510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -192511.218750 Penalty: 791.988892
	Iteration 21Q: 3 clusters Score -192511.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -192511.218750 Penalty: 791.988892
	Iteration 22F: 3 clusters Score -192511.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Entering Unmasked Estep 
Score: -159386.609375 Penalty: 387.313354
	Iteration 0F: 2 clusters Score -159386.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -156062.843750 Penalty: 774.626709
	Iteration 0F: 3 clusters Score -156062.8 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -157319.046875 Penalty: 774.626709
	Iteration 1F: 3 clusters Score -157319 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -157551.890625 Penalty: 774.626709
	Iteration 2F: 3 clusters Score -157551.9 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -157835.250000 Penalty: 774.626709
	Iteration 3F: 3 clusters Score -157835.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -158133.109375 Penalty: 774.626709
	Iteration 4F: 3 clusters Score -158133.1 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -158384.062500 Penalty: 774.626709
	Iteration 5F: 3 clusters Score -158384.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -158585.046875 Penalty: 774.626709
	Iteration 6F: 3 clusters Score -158585 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -158744.796875 Penalty: 774.626709
	Iteration 7Q: 3 clusters Score -158744.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -158857.125000 Penalty: 774.626709
	Iteration 8Q: 3 clusters Score -158857.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -158925.281250 Penalty: 774.626709
	Iteration 9Q: 3 clusters Score -158925.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -158979.968750 Penalty: 774.626709
	Iteration 10Q: 3 clusters Score -158980 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -159021.281250 Penalty: 774.626709
	Iteration 11Q: 3 clusters Score -159021.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -159044.593750 Penalty: 774.626709
	Iteration 12Q: 3 clusters Score -159044.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -159062.078125 Penalty: 774.626709
	Iteration 13Q: 3 clusters Score -159062.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -159068.343750 Penalty: 774.626709
	Iteration 14Q: 3 clusters Score -159068.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -159072.609375 Penalty: 774.626709
	Iteration 15Q: 3 clusters Score -159072.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -159074.093750 Penalty: 774.626709
	Iteration 16Q: 3 clusters Score -159074.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -159076.031250 Penalty: 774.626709
	Iteration 17Q: 3 clusters Score -159076 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -159078.531250 Penalty: 774.626709
	Iteration 18Q: 3 clusters Score -159078.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -159079.546875 Penalty: 774.626709
	Iteration 19Q: 3 clusters Score -159079.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -159083.828125 Penalty: 774.626709
	Iteration 20F: 3 clusters Score -159083.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -159084.906250 Penalty: 774.626709
	Iteration 21Q: 3 clusters Score -159084.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -159086.468750 Penalty: 774.626709
	Iteration 22Q: 3 clusters Score -159086.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -159087.875000 Penalty: 774.626709
	Iteration 23Q: 3 clusters Score -159087.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -159088.671875 Penalty: 774.626709
	Iteration 24Q: 3 clusters Score -159088.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -159089.421875 Penalty: 774.626709
	Iteration 25Q: 3 clusters Score -159089.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -159090.281250 Penalty: 774.626709
	Iteration 26Q: 3 clusters Score -159090.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -159091.453125 Penalty: 774.626709
	Iteration 27Q: 3 clusters Score -159091.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -159093.468750 Penalty: 774.626709
	Iteration 28Q: 3 clusters Score -159093.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -159093.875000 Penalty: 774.626709
	Iteration 29Q: 3 clusters Score -159093.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -159094.187500 Penalty: 774.626709
	Iteration 30Q: 3 clusters Score -159094.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -159094.843750 Penalty: 774.626709
	Iteration 31Q: 3 clusters Score -159094.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -159095.562500 Penalty: 774.626709
	Iteration 32Q: 3 clusters Score -159095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -159095.984375 Penalty: 774.626709
	Iteration 33Q: 3 clusters Score -159096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -159096.046875 Penalty: 774.626709
	Iteration 34Q: 3 clusters Score -159096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -159096.046875 Penalty: 774.626709
	Iteration 35F: 3 clusters Score -159096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Entering Unmasked Estep 
Score: -269931.062500 Penalty: 413.768188
	Iteration 0F: 2 clusters Score -269931.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -264020.718750 Penalty: 827.536377
	Iteration 0F: 3 clusters Score -264020.7 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -266379.187500 Penalty: 827.536377
	Iteration 1F: 3 clusters Score -266379.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -266705.531250 Penalty: 827.536377
	Iteration 2F: 3 clusters Score -266705.5 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -267165.437500 Penalty: 827.536377
	Iteration 3F: 3 clusters Score -267165.4 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -267657.125000 Penalty: 827.536377
	Iteration 4F: 3 clusters Score -267657.1 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -268108.750000 Penalty: 827.536377
	Iteration 5F: 3 clusters Score -268108.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -268538.437500 Penalty: 827.536377
	Iteration 6F: 3 clusters Score -268538.4 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -268924.937500 Penalty: 827.536377
	Iteration 7F: 3 clusters Score -268924.9 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -269222.281250 Penalty: 827.536377
	Iteration 8Q: 3 clusters Score -269222.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -269403.781250 Penalty: 827.536377
	Iteration 9Q: 3 clusters Score -269403.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -269518.343750 Penalty: 827.536377
	Iteration 10Q: 3 clusters Score -269518.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -269598.750000 Penalty: 827.536377
	Iteration 11Q: 3 clusters Score -269598.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -269654.812500 Penalty: 827.536377
	Iteration 12Q: 3 clusters Score -269654.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -269707.125000 Penalty: 827.536377
	Iteration 13Q: 3 clusters Score -269707.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -269741.093750 Penalty: 827.536377
	Iteration 14Q: 3 clusters Score -269741.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -269763.968750 Penalty: 827.536377
	Iteration 15Q: 3 clusters Score -269764 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -269783.468750 Penalty: 827.536377
	Iteration 16Q: 3 clusters Score -269783.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -269806.468750 Penalty: 827.536377
	Iteration 17Q: 3 clusters Score -269806.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -269823.218750 Penalty: 827.536377
	Iteration 18Q: 3 clusters Score -269823.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -269837.812500 Penalty: 827.536377
	Iteration 19Q: 3 clusters Score -269837.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -269845.531250 Penalty: 827.536377
	Iteration 20F: 3 clusters Score -269845.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -269855.375000 Penalty: 827.536377
	Iteration 21Q: 3 clusters Score -269855.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -269864.968750 Penalty: 827.536377
	Iteration 22Q: 3 clusters Score -269865 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -269877.156250 Penalty: 827.536377
	Iteration 23Q: 3 clusters Score -269877.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -269888.375000 Penalty: 827.536377
	Iteration 24Q: 3 clusters Score -269888.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -269899.968750 Penalty: 827.536377
	Iteration 25Q: 3 clusters Score -269900 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -269911.000000 Penalty: 827.536377
	Iteration 26Q: 3 clusters Score -269911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -269917.625000 Penalty: 827.536377
	Iteration 27Q: 3 clusters Score -269917.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -269926.125000 Penalty: 827.536377
	Iteration 28Q: 3 clusters Score -269926.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -269934.468750 Penalty: 827.536377
	Iteration 29Q: 3 clusters Score -269934.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -269938.906250 Penalty: 827.536377
	Iteration 30Q: 3 clusters Score -269938.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -269943.125000 Penalty: 827.536377
	Iteration 31Q: 3 clusters Score -269943.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -269945.375000 Penalty: 827.536377
	Iteration 32Q: 3 clusters Score -269945.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -269946.687500 Penalty: 827.536377
	Iteration 33Q: 3 clusters Score -269946.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -269949.593750 Penalty: 827.536377
	Iteration 34Q: 3 clusters Score -269949.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -269952.843750 Penalty: 827.536377
	Iteration 35Q: 3 clusters Score -269952.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -269957.031250 Penalty: 827.536377
	Iteration 36Q: 3 clusters Score -269957 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -269961.437500 Penalty: 827.536377
	Iteration 37Q: 3 clusters Score -269961.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -269964.812500 Penalty: 827.536377
	Iteration 38Q: 3 clusters Score -269964.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -269966.062500 Penalty: 827.536377
	Iteration 39Q: 3 clusters Score -269966.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -269966.812500 Penalty: 827.536377
	Iteration 40F: 3 clusters Score -269966.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -269967.500000 Penalty: 827.536377
	Iteration 41Q: 3 clusters Score -269967.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -269967.406250 Penalty: 827.536377
	Iteration 42Q: 3 clusters Score -269967.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -269967.406250 Penalty: 827.536377
	Iteration 43F: 3 clusters Score -269967.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150508 members 
Mstep: Class 2 contains 9564 members 
Mstep: Class 3 contains 57094 members 
Mstep: Class 4 contains 115719 members 
Mstep: Class 5 contains 8682 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 24084 members 
Mstep: Class 8 contains 63180 members 
Mstep: Class 9 contains 15658 members 
Mstep: Class 10 contains 203 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 31540 members 
Mstep: Class 14 contains 2129 members 
Mstep: Class 15 contains 5397 members 
Mstep: Class 16 contains 1950 members 
Mstep: Class 17 contains 472 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 19 contains 6022 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 7626 members 
Mstep: Class 22 contains 1400 members 
Mstep: Class 23 contains 1274 members 
Entering Unmasked Estep 
Score: -15733577.000000 Penalty: 13779.833984
Splitting cluster 21 changes total score from -15733708.000000 to -15733577.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Entering Unmasked Estep 
Score: -37411.191406 Penalty: 329.612335
	Iteration 0F: 2 clusters Score -37411.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -36365.468750 Penalty: 659.224670
	Iteration 0F: 3 clusters Score -36365.47 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -36781.644531 Penalty: 659.224670
	Iteration 1F: 3 clusters Score -36781.64 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -36861.992188 Penalty: 659.224670
	Iteration 2F: 3 clusters Score -36861.99 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -36904.316406 Penalty: 659.224670
	Iteration 3F: 3 clusters Score -36904.32 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -36944.632812 Penalty: 659.224670
	Iteration 4Q: 3 clusters Score -36944.63 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -36982.871094 Penalty: 659.224670
	Iteration 5Q: 3 clusters Score -36982.87 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -37015.773438 Penalty: 659.224670
	Iteration 6Q: 3 clusters Score -37015.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -37037.898438 Penalty: 659.224670
	Iteration 7Q: 3 clusters Score -37037.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -37050.640625 Penalty: 659.224670
	Iteration 8Q: 3 clusters Score -37050.64 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -37065.726562 Penalty: 659.224670
	Iteration 9Q: 3 clusters Score -37065.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -37076.597656 Penalty: 659.224670
	Iteration 10Q: 3 clusters Score -37076.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -37086.300781 Penalty: 659.224670
	Iteration 11Q: 3 clusters Score -37086.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -37096.421875 Penalty: 659.224670
	Iteration 12Q: 3 clusters Score -37096.42 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -37118.347656 Penalty: 659.224670
	Iteration 13Q: 3 clusters Score -37118.35 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -37139.859375 Penalty: 659.224670
	Iteration 14Q: 3 clusters Score -37139.86 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -37180.253906 Penalty: 659.224670
	Iteration 15Q: 3 clusters Score -37180.25 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -37208.902344 Penalty: 659.224670
	Iteration 16Q: 3 clusters Score -37208.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -37249.886719 Penalty: 659.224670
	Iteration 17Q: 3 clusters Score -37249.89 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -37278.449219 Penalty: 659.224670
	Iteration 18Q: 3 clusters Score -37278.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -37293.355469 Penalty: 659.224670
	Iteration 19Q: 3 clusters Score -37293.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -37301.972656 Penalty: 659.224670
	Iteration 20F: 3 clusters Score -37301.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -37306.886719 Penalty: 659.224670
	Iteration 21Q: 3 clusters Score -37306.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -37312.375000 Penalty: 659.224670
	Iteration 22Q: 3 clusters Score -37312.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -37317.652344 Penalty: 659.224670
	Iteration 23Q: 3 clusters Score -37317.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -37318.921875 Penalty: 659.224670
	Iteration 24Q: 3 clusters Score -37318.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -37319.199219 Penalty: 659.224670
	Iteration 25Q: 3 clusters Score -37319.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -37320.207031 Penalty: 659.224670
	Iteration 26Q: 3 clusters Score -37320.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -37326.179688 Penalty: 659.224670
	Iteration 27Q: 3 clusters Score -37326.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -37332.105469 Penalty: 659.224670
	Iteration 28Q: 3 clusters Score -37332.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -37336.726562 Penalty: 659.224670
	Iteration 29Q: 3 clusters Score -37336.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -37345.566406 Penalty: 659.224670
	Iteration 30Q: 3 clusters Score -37345.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -37354.601562 Penalty: 659.224670
	Iteration 31Q: 3 clusters Score -37354.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -37359.156250 Penalty: 659.224670
	Iteration 32Q: 3 clusters Score -37359.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -37361.972656 Penalty: 659.224670
	Iteration 33Q: 3 clusters Score -37361.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -37364.468750 Penalty: 659.224670
	Iteration 34Q: 3 clusters Score -37364.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -37365.957031 Penalty: 659.224670
	Iteration 35Q: 3 clusters Score -37365.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -37365.957031 Penalty: 659.224670
	Iteration 36F: 3 clusters Score -37365.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150508 members 
Mstep: Class 2 contains 9564 members 
Mstep: Class 3 contains 57094 members 
Mstep: Class 4 contains 115719 members 
Mstep: Class 5 contains 8682 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 24084 members 
Mstep: Class 8 contains 63180 members 
Mstep: Class 9 contains 15658 members 
Mstep: Class 10 contains 203 members 
Mstep: Class 11 contains 2474 members 
Mstep: Class 12 contains 4089 members 
Mstep: Class 13 contains 31540 members 
Mstep: Class 14 contains 2129 members 
Mstep: Class 15 contains 5397 members 
Mstep: Class 16 contains 1950 members 
Mstep: Class 17 contains 472 members 
Mstep: Class 18 contains 2142 members 
Mstep: Class 19 contains 6022 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 8900 members 
Mstep: Class 22 contains 1400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733725.000000 Penalty: 13180.710938
Iteration 159Q: 23 clusters Score -1.573372e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150507 members 
Mstep: Class 2 contains 9568 members 
Mstep: Class 3 contains 57076 members 
Mstep: Class 4 contains 115691 members 
Mstep: Class 5 contains 8700 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 24085 members 
Mstep: Class 8 contains 63201 members 
Mstep: Class 9 contains 15657 members 
Mstep: Class 10 contains 204 members 
Mstep: Class 11 contains 2476 members 
Mstep: Class 12 contains 4090 members 
Mstep: Class 13 contains 31528 members 
Mstep: Class 14 contains 2130 members 
Mstep: Class 15 contains 5396 members 
Mstep: Class 16 contains 1952 members 
Mstep: Class 17 contains 473 members 
Mstep: Class 18 contains 2146 members 
Mstep: Class 19 contains 6021 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 8900 members 
Mstep: Class 22 contains 1405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733750.000000 Penalty: 13180.710938
Iteration 160F: 23 clusters Score -1.573375e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150507 members 
Mstep: Class 2 contains 9568 members 
Mstep: Class 3 contains 57073 members 
Mstep: Class 4 contains 115661 members 
Mstep: Class 5 contains 8717 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 24085 members 
Mstep: Class 8 contains 63218 members 
Mstep: Class 9 contains 15653 members 
Mstep: Class 10 contains 205 members 
Mstep: Class 11 contains 2477 members 
Mstep: Class 12 contains 4088 members 
Mstep: Class 13 contains 31520 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 5396 members 
Mstep: Class 16 contains 1954 members 
Mstep: Class 17 contains 471 members 
Mstep: Class 18 contains 2149 members 
Mstep: Class 19 contains 6021 members 
Mstep: Class 20 contains 4976 members 
Mstep: Class 21 contains 8898 members 
Mstep: Class 22 contains 1410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733752.000000 Penalty: 13180.710938
Iteration 161Q: 23 clusters Score -1.573375e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150508 members 
Mstep: Class 2 contains 9571 members 
Mstep: Class 3 contains 57072 members 
Mstep: Class 4 contains 115629 members 
Mstep: Class 5 contains 8727 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 24085 members 
Mstep: Class 8 contains 63235 members 
Mstep: Class 9 contains 15655 members 
Mstep: Class 10 contains 206 members 
Mstep: Class 11 contains 2477 members 
Mstep: Class 12 contains 4086 members 
Mstep: Class 13 contains 31512 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 5396 members 
Mstep: Class 16 contains 1955 members 
Mstep: Class 17 contains 470 members 
Mstep: Class 18 contains 2153 members 
Mstep: Class 19 contains 6021 members 
Mstep: Class 20 contains 4977 members 
Mstep: Class 21 contains 8897 members 
Mstep: Class 22 contains 1414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733730.000000 Penalty: 13180.710938
Iteration 162Q: 23 clusters Score -1.573373e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150510 members 
Mstep: Class 2 contains 9577 members 
Mstep: Class 3 contains 57077 members 
Mstep: Class 4 contains 115598 members 
Mstep: Class 5 contains 8732 members 
Mstep: Class 6 contains 6910 members 
Mstep: Class 7 contains 24087 members 
Mstep: Class 8 contains 63250 members 
Mstep: Class 9 contains 15640 members 
Mstep: Class 10 contains 207 members 
Mstep: Class 11 contains 2478 members 
Mstep: Class 12 contains 4085 members 
Mstep: Class 13 contains 31506 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 5397 members 
Mstep: Class 16 contains 1957 members 
Mstep: Class 17 contains 470 members 
Mstep: Class 18 contains 2160 members 
Mstep: Class 19 contains 6023 members 
Mstep: Class 20 contains 4978 members 
Mstep: Class 21 contains 8896 members 
Mstep: Class 22 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733739.000000 Penalty: 13180.710938
Iteration 163Q: 23 clusters Score -1.573374e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150507 members 
Mstep: Class 2 contains 9577 members 
Mstep: Class 3 contains 57079 members 
Mstep: Class 4 contains 115575 members 
Mstep: Class 5 contains 8737 members 
Mstep: Class 6 contains 6913 members 
Mstep: Class 7 contains 24094 members 
Mstep: Class 8 contains 63263 members 
Mstep: Class 9 contains 15631 members 
Mstep: Class 10 contains 209 members 
Mstep: Class 11 contains 2478 members 
Mstep: Class 12 contains 4085 members 
Mstep: Class 13 contains 31501 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 5399 members 
Mstep: Class 16 contains 1959 members 
Mstep: Class 17 contains 469 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 6023 members 
Mstep: Class 20 contains 4978 members 
Mstep: Class 21 contains 8894 members 
Mstep: Class 22 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733752.000000 Penalty: 13180.710938
Iteration 164Q: 23 clusters Score -1.573375e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150505 members 
Mstep: Class 2 contains 9577 members 
Mstep: Class 3 contains 57075 members 
Mstep: Class 4 contains 115553 members 
Mstep: Class 5 contains 8745 members 
Mstep: Class 6 contains 6916 members 
Mstep: Class 7 contains 24099 members 
Mstep: Class 8 contains 63275 members 
Mstep: Class 9 contains 15629 members 
Mstep: Class 10 contains 209 members 
Mstep: Class 11 contains 2479 members 
Mstep: Class 12 contains 4086 members 
Mstep: Class 13 contains 31496 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 5398 members 
Mstep: Class 16 contains 1960 members 
Mstep: Class 17 contains 467 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 6023 members 
Mstep: Class 20 contains 4980 members 
Mstep: Class 21 contains 8893 members 
Mstep: Class 22 contains 1416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733761.000000 Penalty: 13180.710938
Iteration 165Q: 23 clusters Score -1.573376e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150503 members 
Mstep: Class 2 contains 9580 members 
Mstep: Class 3 contains 57077 members 
Mstep: Class 4 contains 115530 members 
Mstep: Class 5 contains 8758 members 
Mstep: Class 6 contains 6918 members 
Mstep: Class 7 contains 24104 members 
Mstep: Class 8 contains 63281 members 
Mstep: Class 9 contains 15624 members 
Mstep: Class 10 contains 209 members 
Mstep: Class 11 contains 2480 members 
Mstep: Class 12 contains 4086 members 
Mstep: Class 13 contains 31493 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 5398 members 
Mstep: Class 16 contains 1962 members 
Mstep: Class 17 contains 465 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 6024 members 
Mstep: Class 20 contains 4980 members 
Mstep: Class 21 contains 8892 members 
Mstep: Class 22 contains 1411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733761.000000 Penalty: 13180.710938
Iteration 166Q: 23 clusters Score -1.573376e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150497 members 
Mstep: Class 2 contains 9582 members 
Mstep: Class 3 contains 57082 members 
Mstep: Class 4 contains 115509 members 
Mstep: Class 5 contains 8771 members 
Mstep: Class 6 contains 6919 members 
Mstep: Class 7 contains 24107 members 
Mstep: Class 8 contains 63288 members 
Mstep: Class 9 contains 15623 members 
Mstep: Class 10 contains 209 members 
Mstep: Class 11 contains 2482 members 
Mstep: Class 12 contains 4085 members 
Mstep: Class 13 contains 31487 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 5398 members 
Mstep: Class 16 contains 1965 members 
Mstep: Class 17 contains 461 members 
Mstep: Class 18 contains 2182 members 
Mstep: Class 19 contains 6024 members 
Mstep: Class 20 contains 4980 members 
Mstep: Class 21 contains 8890 members 
Mstep: Class 22 contains 1412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733788.000000 Penalty: 13180.710938
Iteration 167Q: 23 clusters Score -1.573379e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150493 members 
Mstep: Class 2 contains 9586 members 
Mstep: Class 3 contains 57089 members 
Mstep: Class 4 contains 115486 members 
Mstep: Class 5 contains 8784 members 
Mstep: Class 6 contains 6919 members 
Mstep: Class 7 contains 24110 members 
Mstep: Class 8 contains 63290 members 
Mstep: Class 9 contains 15626 members 
Mstep: Class 10 contains 209 members 
Mstep: Class 11 contains 2483 members 
Mstep: Class 12 contains 4085 members 
Mstep: Class 13 contains 31484 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 5399 members 
Mstep: Class 16 contains 1965 members 
Mstep: Class 17 contains 454 members 
Mstep: Class 18 contains 2181 members 
Mstep: Class 19 contains 6025 members 
Mstep: Class 20 contains 4980 members 
Mstep: Class 21 contains 8890 members 
Mstep: Class 22 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733785.000000 Penalty: 13180.710938
Iteration 168Q: 23 clusters Score -1.573378e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150491 members 
Mstep: Class 2 contains 9593 members 
Mstep: Class 3 contains 57091 members 
Mstep: Class 4 contains 115464 members 
Mstep: Class 5 contains 8795 members 
Mstep: Class 6 contains 6920 members 
Mstep: Class 7 contains 24112 members 
Mstep: Class 8 contains 63291 members 
Mstep: Class 9 contains 15632 members 
Mstep: Class 10 contains 209 members 
Mstep: Class 11 contains 2484 members 
Mstep: Class 12 contains 4086 members 
Mstep: Class 13 contains 31478 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 5399 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 449 members 
Mstep: Class 18 contains 2180 members 
Mstep: Class 19 contains 6026 members 
Mstep: Class 20 contains 4982 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733752.000000 Penalty: 13180.710938
Iteration 169Q: 23 clusters Score -1.573375e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150488 members 
Mstep: Class 2 contains 9597 members 
Mstep: Class 3 contains 57096 members 
Mstep: Class 4 contains 115436 members 
Mstep: Class 5 contains 8802 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 24113 members 
Mstep: Class 8 contains 63298 members 
Mstep: Class 9 contains 15640 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2487 members 
Mstep: Class 12 contains 4086 members 
Mstep: Class 13 contains 31473 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 5401 members 
Mstep: Class 16 contains 1969 members 
Mstep: Class 17 contains 448 members 
Mstep: Class 18 contains 2178 members 
Mstep: Class 19 contains 6026 members 
Mstep: Class 20 contains 4983 members 
Mstep: Class 21 contains 8888 members 
Mstep: Class 22 contains 1415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733761.000000 Penalty: 13180.710938
Iteration 170Q: 23 clusters Score -1.573376e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150483 members 
Mstep: Class 2 contains 9597 members 
Mstep: Class 3 contains 57105 members 
Mstep: Class 4 contains 115403 members 
Mstep: Class 5 contains 8810 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 24117 members 
Mstep: Class 8 contains 63312 members 
Mstep: Class 9 contains 15646 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2489 members 
Mstep: Class 12 contains 4086 members 
Mstep: Class 13 contains 31469 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 5402 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 17 contains 447 members 
Mstep: Class 18 contains 2175 members 
Mstep: Class 19 contains 6028 members 
Mstep: Class 20 contains 4983 members 
Mstep: Class 21 contains 8887 members 
Mstep: Class 22 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733741.000000 Penalty: 13180.710938
Iteration 171Q: 23 clusters Score -1.573374e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150479 members 
Mstep: Class 2 contains 9597 members 
Mstep: Class 3 contains 57114 members 
Mstep: Class 4 contains 115374 members 
Mstep: Class 5 contains 8818 members 
Mstep: Class 6 contains 6921 members 
Mstep: Class 7 contains 24118 members 
Mstep: Class 8 contains 63323 members 
Mstep: Class 9 contains 15653 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4085 members 
Mstep: Class 13 contains 31467 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 5403 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 17 contains 445 members 
Mstep: Class 18 contains 2172 members 
Mstep: Class 19 contains 6029 members 
Mstep: Class 20 contains 4983 members 
Mstep: Class 21 contains 8886 members 
Mstep: Class 22 contains 1419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733748.000000 Penalty: 13180.710938
Iteration 172Q: 23 clusters Score -1.573375e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150475 members 
Mstep: Class 2 contains 9594 members 
Mstep: Class 3 contains 57132 members 
Mstep: Class 4 contains 115339 members 
Mstep: Class 5 contains 8826 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 24120 members 
Mstep: Class 8 contains 63334 members 
Mstep: Class 9 contains 15657 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4084 members 
Mstep: Class 13 contains 31466 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 5406 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 17 contains 443 members 
Mstep: Class 18 contains 2168 members 
Mstep: Class 19 contains 6031 members 
Mstep: Class 20 contains 4982 members 
Mstep: Class 21 contains 8886 members 
Mstep: Class 22 contains 1421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733739.000000 Penalty: 13180.710938
Iteration 173Q: 23 clusters Score -1.573374e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150472 members 
Mstep: Class 2 contains 9593 members 
Mstep: Class 3 contains 57141 members 
Mstep: Class 4 contains 115309 members 
Mstep: Class 5 contains 8836 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 24119 members 
Mstep: Class 8 contains 63347 members 
Mstep: Class 9 contains 15658 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4083 members 
Mstep: Class 13 contains 31466 members 
Mstep: Class 14 contains 2132 members 
Mstep: Class 15 contains 5409 members 
Mstep: Class 16 contains 1967 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 18 contains 2167 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 4983 members 
Mstep: Class 21 contains 8886 members 
Mstep: Class 22 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733758.000000 Penalty: 13180.710938
Iteration 174Q: 23 clusters Score -1.573376e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150472 members 
Mstep: Class 2 contains 9592 members 
Mstep: Class 3 contains 57151 members 
Mstep: Class 4 contains 115277 members 
Mstep: Class 5 contains 8845 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 24117 members 
Mstep: Class 8 contains 63354 members 
Mstep: Class 9 contains 15663 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4082 members 
Mstep: Class 13 contains 31466 members 
Mstep: Class 14 contains 2133 members 
Mstep: Class 15 contains 5414 members 
Mstep: Class 16 contains 1968 members 
Mstep: Class 17 contains 436 members 
Mstep: Class 18 contains 2167 members 
Mstep: Class 19 contains 6033 members 
Mstep: Class 20 contains 4984 members 
Mstep: Class 21 contains 8886 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733757.000000 Penalty: 13180.710938
Iteration 175Q: 23 clusters Score -1.573376e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150473 members 
Mstep: Class 2 contains 9592 members 
Mstep: Class 3 contains 57154 members 
Mstep: Class 4 contains 115239 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 24120 members 
Mstep: Class 8 contains 63368 members 
Mstep: Class 9 contains 15675 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4081 members 
Mstep: Class 13 contains 31465 members 
Mstep: Class 14 contains 2133 members 
Mstep: Class 15 contains 5417 members 
Mstep: Class 16 contains 1969 members 
Mstep: Class 17 contains 435 members 
Mstep: Class 18 contains 2166 members 
Mstep: Class 19 contains 6034 members 
Mstep: Class 20 contains 4984 members 
Mstep: Class 21 contains 8886 members 
Mstep: Class 22 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733754.000000 Penalty: 13180.710938
Iteration 176Q: 23 clusters Score -1.573375e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150474 members 
Mstep: Class 2 contains 9592 members 
Mstep: Class 3 contains 57161 members 
Mstep: Class 4 contains 115202 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 24122 members 
Mstep: Class 8 contains 63375 members 
Mstep: Class 9 contains 15688 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4081 members 
Mstep: Class 13 contains 31464 members 
Mstep: Class 14 contains 2133 members 
Mstep: Class 15 contains 5422 members 
Mstep: Class 16 contains 1972 members 
Mstep: Class 17 contains 435 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6035 members 
Mstep: Class 20 contains 4984 members 
Mstep: Class 21 contains 8886 members 
Mstep: Class 22 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733766.000000 Penalty: 13180.710938
Iteration 177Q: 23 clusters Score -1.573377e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150473 members 
Mstep: Class 2 contains 9592 members 
Mstep: Class 3 contains 57165 members 
Mstep: Class 4 contains 115178 members 
Mstep: Class 5 contains 8849 members 
Mstep: Class 6 contains 6924 members 
Mstep: Class 7 contains 24124 members 
Mstep: Class 8 contains 63379 members 
Mstep: Class 9 contains 15695 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4080 members 
Mstep: Class 13 contains 31464 members 
Mstep: Class 14 contains 2133 members 
Mstep: Class 15 contains 5423 members 
Mstep: Class 16 contains 1974 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6035 members 
Mstep: Class 20 contains 4984 members 
Mstep: Class 21 contains 8886 members 
Mstep: Class 22 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733763.000000 Penalty: 13180.710938
Iteration 178Q: 23 clusters Score -1.573376e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150472 members 
Mstep: Class 2 contains 9592 members 
Mstep: Class 3 contains 57171 members 
Mstep: Class 4 contains 115160 members 
Mstep: Class 5 contains 8851 members 
Mstep: Class 6 contains 6926 members 
Mstep: Class 7 contains 24126 members 
Mstep: Class 8 contains 63381 members 
Mstep: Class 9 contains 15697 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4080 members 
Mstep: Class 13 contains 31464 members 
Mstep: Class 14 contains 2133 members 
Mstep: Class 15 contains 5425 members 
Mstep: Class 16 contains 1976 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6035 members 
Mstep: Class 20 contains 4983 members 
Mstep: Class 21 contains 8887 members 
Mstep: Class 22 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733780.000000 Penalty: 13180.710938
Iteration 179Q: 23 clusters Score -1.573378e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150469 members 
Mstep: Class 2 contains 9592 members 
Mstep: Class 3 contains 57178 members 
Mstep: Class 4 contains 115141 members 
Mstep: Class 5 contains 8851 members 
Mstep: Class 6 contains 6928 members 
Mstep: Class 7 contains 24128 members 
Mstep: Class 8 contains 63386 members 
Mstep: Class 9 contains 15700 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4080 members 
Mstep: Class 13 contains 31464 members 
Mstep: Class 14 contains 2133 members 
Mstep: Class 15 contains 5425 members 
Mstep: Class 16 contains 1976 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6035 members 
Mstep: Class 20 contains 4983 members 
Mstep: Class 21 contains 8888 members 
Mstep: Class 22 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733776.000000 Penalty: 13180.710938
Iteration 180F: 23 clusters Score -1.573378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150467 members 
Mstep: Class 2 contains 9592 members 
Mstep: Class 3 contains 57191 members 
Mstep: Class 4 contains 115126 members 
Mstep: Class 5 contains 8851 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24131 members 
Mstep: Class 8 contains 63388 members 
Mstep: Class 9 contains 15695 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4080 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5425 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 441 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6035 members 
Mstep: Class 20 contains 4984 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733778.000000 Penalty: 13180.710938
Iteration 181Q: 23 clusters Score -1.573378e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150462 members 
Mstep: Class 2 contains 9593 members 
Mstep: Class 3 contains 57201 members 
Mstep: Class 4 contains 115109 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24135 members 
Mstep: Class 8 contains 63391 members 
Mstep: Class 9 contains 15698 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4080 members 
Mstep: Class 13 contains 31462 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5426 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733787.000000 Penalty: 13180.710938
Iteration 182Q: 23 clusters Score -1.573379e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150461 members 
Mstep: Class 2 contains 9593 members 
Mstep: Class 3 contains 57207 members 
Mstep: Class 4 contains 115097 members 
Mstep: Class 5 contains 8851 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24139 members 
Mstep: Class 8 contains 63393 members 
Mstep: Class 9 contains 15696 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4080 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5426 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 440 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 4986 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733778.000000 Penalty: 13180.710938
Iteration 183Q: 23 clusters Score -1.573378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150460 members 
Mstep: Class 2 contains 9594 members 
Mstep: Class 3 contains 57212 members 
Mstep: Class 4 contains 115087 members 
Mstep: Class 5 contains 8852 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24141 members 
Mstep: Class 8 contains 63397 members 
Mstep: Class 9 contains 15694 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4080 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5426 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 4987 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733783.000000 Penalty: 13180.710938
Iteration 184Q: 23 clusters Score -1.573378e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150457 members 
Mstep: Class 2 contains 9594 members 
Mstep: Class 3 contains 57218 members 
Mstep: Class 4 contains 115078 members 
Mstep: Class 5 contains 8853 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24145 members 
Mstep: Class 8 contains 63397 members 
Mstep: Class 9 contains 15690 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4080 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 4991 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733782.000000 Penalty: 13180.710938
Iteration 185Q: 23 clusters Score -1.573378e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150457 members 
Mstep: Class 2 contains 9594 members 
Mstep: Class 3 contains 57223 members 
Mstep: Class 4 contains 115068 members 
Mstep: Class 5 contains 8851 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24148 members 
Mstep: Class 8 contains 63399 members 
Mstep: Class 9 contains 15689 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 4995 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733783.000000 Penalty: 13180.710938
Iteration 186Q: 23 clusters Score -1.573378e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150456 members 
Mstep: Class 2 contains 9594 members 
Mstep: Class 3 contains 57225 members 
Mstep: Class 4 contains 115063 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24150 members 
Mstep: Class 8 contains 63400 members 
Mstep: Class 9 contains 15687 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 4999 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733791.000000 Penalty: 13180.710938
Iteration 187Q: 23 clusters Score -1.573379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150457 members 
Mstep: Class 2 contains 9594 members 
Mstep: Class 3 contains 57226 members 
Mstep: Class 4 contains 115062 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24150 members 
Mstep: Class 8 contains 63399 members 
Mstep: Class 9 contains 15685 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 5001 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733789.000000 Penalty: 13180.710938
Iteration 188Q: 23 clusters Score -1.573379e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150456 members 
Mstep: Class 2 contains 9594 members 
Mstep: Class 3 contains 57227 members 
Mstep: Class 4 contains 115059 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24151 members 
Mstep: Class 8 contains 63399 members 
Mstep: Class 9 contains 15686 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733789.000000 Penalty: 13180.710938
Iteration 189Q: 23 clusters Score -1.573379e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150452 members 
Mstep: Class 2 contains 9595 members 
Mstep: Class 3 contains 57227 members 
Mstep: Class 4 contains 115058 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24155 members 
Mstep: Class 8 contains 63400 members 
Mstep: Class 9 contains 15685 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733795.000000 Penalty: 13180.710938
Iteration 190Q: 23 clusters Score -1.57338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150450 members 
Mstep: Class 2 contains 9596 members 
Mstep: Class 3 contains 57227 members 
Mstep: Class 4 contains 115057 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24158 members 
Mstep: Class 8 contains 63399 members 
Mstep: Class 9 contains 15685 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733795.000000 Penalty: 13180.710938
Iteration 191Q: 23 clusters Score -1.57338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150449 members 
Mstep: Class 2 contains 9597 members 
Mstep: Class 3 contains 57226 members 
Mstep: Class 4 contains 115057 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24159 members 
Mstep: Class 8 contains 63399 members 
Mstep: Class 9 contains 15685 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733793.000000 Penalty: 13180.710938
Iteration 192Q: 23 clusters Score -1.573379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150447 members 
Mstep: Class 2 contains 9597 members 
Mstep: Class 3 contains 57226 members 
Mstep: Class 4 contains 115057 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24161 members 
Mstep: Class 8 contains 63399 members 
Mstep: Class 9 contains 15685 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733788.000000 Penalty: 13180.710938
Iteration 193Q: 23 clusters Score -1.573379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150446 members 
Mstep: Class 2 contains 9597 members 
Mstep: Class 3 contains 57226 members 
Mstep: Class 4 contains 115057 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24161 members 
Mstep: Class 8 contains 63400 members 
Mstep: Class 9 contains 15685 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733784.000000 Penalty: 13180.710938
Iteration 194Q: 23 clusters Score -1.573378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150445 members 
Mstep: Class 2 contains 9597 members 
Mstep: Class 3 contains 57226 members 
Mstep: Class 4 contains 115057 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24162 members 
Mstep: Class 8 contains 63400 members 
Mstep: Class 9 contains 15685 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733785.000000 Penalty: 13180.710938
Iteration 195Q: 23 clusters Score -1.573378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150445 members 
Mstep: Class 2 contains 9597 members 
Mstep: Class 3 contains 57226 members 
Mstep: Class 4 contains 115057 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24162 members 
Mstep: Class 8 contains 63400 members 
Mstep: Class 9 contains 15685 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733785.000000 Penalty: 13180.710938
Iteration 196F: 23 clusters Score -1.573378e+07 nChanged 0
Entering ConstructFrom: 
Score: -15733785.000000 Penalty: 13180.710938
Entering ConstructFrom: 
Trying to split cluster 1 (150445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150445 members 
Entering Unmasked Estep 
Score: -4990479.000000 Penalty: 542.421509
	Iteration 0F: 2 clusters Score -4990479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74834 members 
Mstep: Class 2 contains 75611 members 
Entering Unmasked Estep 
Score: -4888217.000000 Penalty: 1084.843018
	Iteration 0F: 3 clusters Score -4888217 nChanged 74080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57368 members 
Mstep: Class 2 contains 93077 members 
Entering Unmasked Estep 
Score: -4937560.000000 Penalty: 1084.843018
	Iteration 1F: 3 clusters Score -4937560 nChanged 11727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45991 members 
Mstep: Class 2 contains 104454 members 
Entering Unmasked Estep 
Score: -4945602.000000 Penalty: 1084.843018
	Iteration 2F: 3 clusters Score -4945602 nChanged 14712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 118954 members 
Entering Unmasked Estep 
Score: -4958493.500000 Penalty: 1084.843018
	Iteration 3F: 3 clusters Score -4958494 nChanged 13944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 132780 members 
Entering Unmasked Estep 
Score: -4972435.500000 Penalty: 1084.843018
	Iteration 4F: 3 clusters Score -4972436 nChanged 9884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 142630 members 
Entering Unmasked Estep 
Score: -4982621.500000 Penalty: 1084.843018
	Iteration 5F: 3 clusters Score -4982622 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 147557 members 
Entering Unmasked Estep 
Score: -4987497.000000 Penalty: 1084.843018
	Iteration 6Q: 3 clusters Score -4987497 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 149528 members 
Entering Unmasked Estep 
Score: -4989287.000000 Penalty: 1084.843018
	Iteration 7Q: 3 clusters Score -4989287 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 150122 members 
Entering Unmasked Estep 
Score: -4989749.000000 Penalty: 1084.843018
	Iteration 8Q: 3 clusters Score -4989749 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 150288 members 
Entering Unmasked Estep 
Score: -4989896.500000 Penalty: 1084.843018
	Iteration 9Q: 3 clusters Score -4989896 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 150346 members 
Entering Unmasked Estep 
Score: -4989954.000000 Penalty: 1084.843018
	Iteration 10Q: 3 clusters Score -4989954 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 150360 members 
Entering Unmasked Estep 
Score: -4989972.000000 Penalty: 1084.843018
	Iteration 11Q: 3 clusters Score -4989972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 150363 members 
Entering Unmasked Estep 
Score: -4989980.500000 Penalty: 1084.843018
	Iteration 12Q: 3 clusters Score -4989980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 150368 members 
Entering Unmasked Estep 
Score: -4989983.000000 Penalty: 1084.843018
	Iteration 13Q: 3 clusters Score -4989983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 150367 members 
Entering Unmasked Estep 
Score: -4989981.500000 Penalty: 1084.843018
	Iteration 14Q: 3 clusters Score -4989982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 150368 members 
Entering Unmasked Estep 
Score: -4989984.500000 Penalty: 1084.843018
	Iteration 15Q: 3 clusters Score -4989984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 150368 members 
Entering Unmasked Estep 
Score: -4989984.500000 Penalty: 1084.843018
	Iteration 16F: 3 clusters Score -4989984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (9597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Entering Unmasked Estep 
Score: -299449.468750 Penalty: 417.198853
	Iteration 0F: 2 clusters Score -299449.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -293024.812500 Penalty: 834.397705
	Iteration 0F: 3 clusters Score -293024.8 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -295879.531250 Penalty: 834.397705
	Iteration 1F: 3 clusters Score -295879.5 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -296541.843750 Penalty: 834.397705
	Iteration 2F: 3 clusters Score -296541.8 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -297297.312500 Penalty: 834.397705
	Iteration 3F: 3 clusters Score -297297.3 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -298005.593750 Penalty: 834.397705
	Iteration 4F: 3 clusters Score -298005.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -298515.406250 Penalty: 834.397705
	Iteration 5F: 3 clusters Score -298515.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -298798.687500 Penalty: 834.397705
	Iteration 6Q: 3 clusters Score -298798.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -298923.625000 Penalty: 834.397705
	Iteration 7Q: 3 clusters Score -298923.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -298981.625000 Penalty: 834.397705
	Iteration 8Q: 3 clusters Score -298981.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -299031.468750 Penalty: 834.397705
	Iteration 9Q: 3 clusters Score -299031.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -299060.375000 Penalty: 834.397705
	Iteration 10Q: 3 clusters Score -299060.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -299080.062500 Penalty: 834.397705
	Iteration 11Q: 3 clusters Score -299080.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -299088.687500 Penalty: 834.397705
	Iteration 12Q: 3 clusters Score -299088.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -299094.125000 Penalty: 834.397705
	Iteration 13Q: 3 clusters Score -299094.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -299102.437500 Penalty: 834.397705
	Iteration 14Q: 3 clusters Score -299102.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -299111.031250 Penalty: 834.397705
	Iteration 15Q: 3 clusters Score -299111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -299122.406250 Penalty: 834.397705
	Iteration 16Q: 3 clusters Score -299122.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -299124.562500 Penalty: 834.397705
	Iteration 17Q: 3 clusters Score -299124.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -299134.250000 Penalty: 834.397705
	Iteration 18Q: 3 clusters Score -299134.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -299135.125000 Penalty: 834.397705
	Iteration 19Q: 3 clusters Score -299135.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -299135.125000 Penalty: 834.397705
	Iteration 20F: 3 clusters Score -299135.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (57226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57226 members 
Entering Unmasked Estep 
Score: -1779903.875000 Penalty: 498.441742
	Iteration 0F: 2 clusters Score -1779904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -1741353.750000 Penalty: 996.883484
	Iteration 0F: 3 clusters Score -1741354 nChanged 27802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27367 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -1757559.125000 Penalty: 996.883484
	Iteration 1F: 3 clusters Score -1757559 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26351 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -1758280.625000 Penalty: 996.883484
	Iteration 2Q: 3 clusters Score -1758281 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 32371 members 
Entering Unmasked Estep 
Score: -1759313.125000 Penalty: 996.883484
	Iteration 3Q: 3 clusters Score -1759313 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -1760846.125000 Penalty: 996.883484
	Iteration 4F: 3 clusters Score -1760846 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 37365 members 
Entering Unmasked Estep 
Score: -1763126.750000 Penalty: 996.883484
	Iteration 5F: 3 clusters Score -1763127 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -1766240.125000 Penalty: 996.883484
	Iteration 6F: 3 clusters Score -1766240 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 44360 members 
Entering Unmasked Estep 
Score: -1770195.750000 Penalty: 996.883484
	Iteration 7F: 3 clusters Score -1770196 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -1774365.125000 Penalty: 996.883484
	Iteration 8F: 3 clusters Score -1774365 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 48624 members 
Entering Unmasked Estep 
Score: -1777283.500000 Penalty: 996.883484
	Iteration 9Q: 3 clusters Score -1777284 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 49162 members 
Entering Unmasked Estep 
Score: -1778387.750000 Penalty: 996.883484
	Iteration 10Q: 3 clusters Score -1778388 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 49574 members 
Entering Unmasked Estep 
Score: -1778870.000000 Penalty: 996.883484
	Iteration 11Q: 3 clusters Score -1778870 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -1779088.250000 Penalty: 996.883484
	Iteration 12Q: 3 clusters Score -1779088 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -1779240.125000 Penalty: 996.883484
	Iteration 13Q: 3 clusters Score -1779240 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 50388 members 
Entering Unmasked Estep 
Score: -1779343.750000 Penalty: 996.883484
	Iteration 14Q: 3 clusters Score -1779344 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -1779409.625000 Penalty: 996.883484
	Iteration 15Q: 3 clusters Score -1779410 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 50777 members 
Entering Unmasked Estep 
Score: -1779443.750000 Penalty: 996.883484
	Iteration 16Q: 3 clusters Score -1779444 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -1779471.375000 Penalty: 996.883484
	Iteration 17Q: 3 clusters Score -1779471 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 51085 members 
Entering Unmasked Estep 
Score: -1779500.500000 Penalty: 996.883484
	Iteration 18Q: 3 clusters Score -1779500 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 51239 members 
Entering Unmasked Estep 
Score: -1779525.125000 Penalty: 996.883484
	Iteration 19Q: 3 clusters Score -1779525 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 51371 members 
Entering Unmasked Estep 
Score: -1779548.250000 Penalty: 996.883484
	Iteration 20F: 3 clusters Score -1779548 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 51480 members 
Entering Unmasked Estep 
Score: -1779559.500000 Penalty: 996.883484
	Iteration 21Q: 3 clusters Score -1779560 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 51622 members 
Entering Unmasked Estep 
Score: -1779579.250000 Penalty: 996.883484
	Iteration 22Q: 3 clusters Score -1779579 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 51759 members 
Entering Unmasked Estep 
Score: -1779597.750000 Penalty: 996.883484
	Iteration 23Q: 3 clusters Score -1779598 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -1779600.000000 Penalty: 996.883484
	Iteration 24Q: 3 clusters Score -1779600 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -1779616.375000 Penalty: 996.883484
	Iteration 25Q: 3 clusters Score -1779616 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 52118 members 
Entering Unmasked Estep 
Score: -1779630.000000 Penalty: 996.883484
	Iteration 26Q: 3 clusters Score -1779630 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -1779637.000000 Penalty: 996.883484
	Iteration 27Q: 3 clusters Score -1779637 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 52335 members 
Entering Unmasked Estep 
Score: -1779655.625000 Penalty: 996.883484
	Iteration 28Q: 3 clusters Score -1779656 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 52429 members 
Entering Unmasked Estep 
Score: -1779660.250000 Penalty: 996.883484
	Iteration 29Q: 3 clusters Score -1779660 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 52522 members 
Entering Unmasked Estep 
Score: -1779669.125000 Penalty: 996.883484
	Iteration 30Q: 3 clusters Score -1779669 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -1779683.000000 Penalty: 996.883484
	Iteration 31Q: 3 clusters Score -1779683 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 52728 members 
Entering Unmasked Estep 
Score: -1779703.500000 Penalty: 996.883484
	Iteration 32Q: 3 clusters Score -1779704 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 52833 members 
Entering Unmasked Estep 
Score: -1779725.875000 Penalty: 996.883484
	Iteration 33Q: 3 clusters Score -1779726 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 52933 members 
Entering Unmasked Estep 
Score: -1779741.500000 Penalty: 996.883484
	Iteration 34Q: 3 clusters Score -1779742 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 53030 members 
Entering Unmasked Estep 
Score: -1779751.625000 Penalty: 996.883484
	Iteration 35Q: 3 clusters Score -1779752 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -1779764.375000 Penalty: 996.883484
	Iteration 36Q: 3 clusters Score -1779764 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -1779773.625000 Penalty: 996.883484
	Iteration 37Q: 3 clusters Score -1779774 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -1779786.375000 Penalty: 996.883484
	Iteration 38Q: 3 clusters Score -1779786 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 53404 members 
Entering Unmasked Estep 
Score: -1779790.750000 Penalty: 996.883484
	Iteration 39Q: 3 clusters Score -1779791 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -1779798.375000 Penalty: 996.883484
	Iteration 40F: 3 clusters Score -1779798 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 53526 members 
Entering Unmasked Estep 
Score: -1779805.500000 Penalty: 996.883484
	Iteration 41Q: 3 clusters Score -1779806 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -1779806.750000 Penalty: 996.883484
	Iteration 42Q: 3 clusters Score -1779807 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 53641 members 
Entering Unmasked Estep 
Score: -1779814.250000 Penalty: 996.883484
	Iteration 43Q: 3 clusters Score -1779814 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 53704 members 
Entering Unmasked Estep 
Score: -1779825.250000 Penalty: 996.883484
	Iteration 44Q: 3 clusters Score -1779825 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 53763 members 
Entering Unmasked Estep 
Score: -1779833.000000 Penalty: 996.883484
	Iteration 45Q: 3 clusters Score -1779833 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 53831 members 
Entering Unmasked Estep 
Score: -1779832.250000 Penalty: 996.883484
	Iteration 46Q: 3 clusters Score -1779832 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -1779840.250000 Penalty: 996.883484
	Iteration 47Q: 3 clusters Score -1779840 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -1779849.875000 Penalty: 996.883484
	Iteration 48Q: 3 clusters Score -1779850 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 54023 members 
Entering Unmasked Estep 
Score: -1779858.625000 Penalty: 996.883484
	Iteration 49Q: 3 clusters Score -1779859 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -1779864.250000 Penalty: 996.883484
	Iteration 50Q: 3 clusters Score -1779864 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 54136 members 
Entering Unmasked Estep 
Score: -1779872.375000 Penalty: 996.883484
	Iteration 51Q: 3 clusters Score -1779872 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 54193 members 
Entering Unmasked Estep 
Score: -1779880.000000 Penalty: 996.883484
	Iteration 52Q: 3 clusters Score -1779880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 54225 members 
Entering Unmasked Estep 
Score: -1779882.000000 Penalty: 996.883484
	Iteration 53Q: 3 clusters Score -1779882 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -1779885.625000 Penalty: 996.883484
	Iteration 54Q: 3 clusters Score -1779886 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 54290 members 
Entering Unmasked Estep 
Score: -1779887.000000 Penalty: 996.883484
	Iteration 55Q: 3 clusters Score -1779887 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 54311 members 
Entering Unmasked Estep 
Score: -1779889.000000 Penalty: 996.883484
	Iteration 56Q: 3 clusters Score -1779889 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -1779889.125000 Penalty: 996.883484
	Iteration 57Q: 3 clusters Score -1779889 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 54343 members 
Entering Unmasked Estep 
Score: -1779888.375000 Penalty: 996.883484
	Iteration 58Q: 3 clusters Score -1779888 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -1779891.750000 Penalty: 996.883484
	Iteration 59Q: 3 clusters Score -1779892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -1779893.750000 Penalty: 996.883484
	Iteration 60F: 3 clusters Score -1779894 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -1779894.875000 Penalty: 996.883484
	Iteration 61Q: 3 clusters Score -1779895 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 54448 members 
Entering Unmasked Estep 
Score: -1779899.500000 Penalty: 996.883484
	Iteration 62Q: 3 clusters Score -1779900 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 54483 members 
Entering Unmasked Estep 
Score: -1779903.125000 Penalty: 996.883484
	Iteration 63Q: 3 clusters Score -1779903 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 54505 members 
Entering Unmasked Estep 
Score: -1779903.625000 Penalty: 996.883484
	Iteration 64Q: 3 clusters Score -1779904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 54518 members 
Entering Unmasked Estep 
Score: -1779908.125000 Penalty: 996.883484
	Iteration 65Q: 3 clusters Score -1779908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 54528 members 
Entering Unmasked Estep 
Score: -1779906.625000 Penalty: 996.883484
	Iteration 66Q: 3 clusters Score -1779907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 54538 members 
Entering Unmasked Estep 
Score: -1779906.000000 Penalty: 996.883484
	Iteration 67Q: 3 clusters Score -1779906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 54546 members 
Entering Unmasked Estep 
Score: -1779906.875000 Penalty: 996.883484
	Iteration 68Q: 3 clusters Score -1779907 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 54558 members 
Entering Unmasked Estep 
Score: -1779908.625000 Penalty: 996.883484
	Iteration 69Q: 3 clusters Score -1779909 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 54569 members 
Entering Unmasked Estep 
Score: -1779908.125000 Penalty: 996.883484
	Iteration 70Q: 3 clusters Score -1779908 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -1779913.375000 Penalty: 996.883484
	Iteration 71Q: 3 clusters Score -1779913 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -1779913.500000 Penalty: 996.883484
	Iteration 72Q: 3 clusters Score -1779914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 54609 members 
Entering Unmasked Estep 
Score: -1779910.500000 Penalty: 996.883484
	Iteration 73Q: 3 clusters Score -1779910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 54618 members 
Entering Unmasked Estep 
Score: -1779913.750000 Penalty: 996.883484
	Iteration 74Q: 3 clusters Score -1779914 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 54627 members 
Entering Unmasked Estep 
Score: -1779915.125000 Penalty: 996.883484
	Iteration 75Q: 3 clusters Score -1779915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 54639 members 
Entering Unmasked Estep 
Score: -1779915.375000 Penalty: 996.883484
	Iteration 76Q: 3 clusters Score -1779915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -1779918.250000 Penalty: 996.883484
	Iteration 77Q: 3 clusters Score -1779918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -1779922.500000 Penalty: 996.883484
	Iteration 78Q: 3 clusters Score -1779922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -1779920.875000 Penalty: 996.883484
	Iteration 79Q: 3 clusters Score -1779921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 54668 members 
Entering Unmasked Estep 
Score: -1779921.000000 Penalty: 996.883484
	Iteration 80F: 3 clusters Score -1779921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 54671 members 
Entering Unmasked Estep 
Score: -1779923.375000 Penalty: 996.883484
	Iteration 81Q: 3 clusters Score -1779923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 54673 members 
Entering Unmasked Estep 
Score: -1779923.625000 Penalty: 996.883484
	Iteration 82Q: 3 clusters Score -1779924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -1779923.750000 Penalty: 996.883484
	Iteration 83Q: 3 clusters Score -1779924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 54675 members 
Entering Unmasked Estep 
Score: -1779923.750000 Penalty: 996.883484
	Iteration 84F: 3 clusters Score -1779924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150445 members 
Mstep: Class 2 contains 9597 members 
Mstep: Class 3 contains 2551 members 
Mstep: Class 4 contains 115057 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24162 members 
Mstep: Class 8 contains 63400 members 
Mstep: Class 9 contains 15685 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Mstep: Class 23 contains 54675 members 
Entering Unmasked Estep 
Score: -15733617.000000 Penalty: 13779.833984
Splitting cluster 3 changes total score from -15733785.000000 to -15733617.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (115057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115057 members 
Entering Unmasked Estep 
Score: -3802147.000000 Penalty: 530.219849
	Iteration 0F: 2 clusters Score -3802147 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57554 members 
Mstep: Class 2 contains 57503 members 
Entering Unmasked Estep 
Score: -3724394.250000 Penalty: 1060.439697
	Iteration 0F: 3 clusters Score -3724394 nChanged 56206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55594 members 
Mstep: Class 2 contains 59463 members 
Entering Unmasked Estep 
Score: -3758493.000000 Penalty: 1060.439697
	Iteration 1F: 3 clusters Score -3758493 nChanged 4389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54223 members 
Mstep: Class 2 contains 60834 members 
Entering Unmasked Estep 
Score: -3759818.000000 Penalty: 1060.439697
	Iteration 2Q: 3 clusters Score -3759818 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52470 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -3761425.500000 Penalty: 1060.439697
	Iteration 3Q: 3 clusters Score -3761426 nChanged 5342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 64599 members 
Entering Unmasked Estep 
Score: -3763695.750000 Penalty: 1060.439697
	Iteration 4Q: 3 clusters Score -3763696 nChanged 5739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48077 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -3766762.250000 Penalty: 1060.439697
	Iteration 5Q: 3 clusters Score -3766762 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45562 members 
Mstep: Class 2 contains 69495 members 
Entering Unmasked Estep 
Score: -3771039.500000 Penalty: 1060.439697
	Iteration 6F: 3 clusters Score -3771040 nChanged 6678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43186 members 
Mstep: Class 2 contains 71871 members 
Entering Unmasked Estep 
Score: -3776405.750000 Penalty: 1060.439697
	Iteration 7F: 3 clusters Score -3776406 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 73665 members 
Entering Unmasked Estep 
Score: -3780789.750000 Penalty: 1060.439697
	Iteration 8F: 3 clusters Score -3780790 nChanged 4535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39857 members 
Mstep: Class 2 contains 75200 members 
Entering Unmasked Estep 
Score: -3782800.000000 Penalty: 1060.439697
	Iteration 9Q: 3 clusters Score -3782800 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 76756 members 
Entering Unmasked Estep 
Score: -3783568.500000 Penalty: 1060.439697
	Iteration 10Q: 3 clusters Score -3783568 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 78431 members 
Entering Unmasked Estep 
Score: -3784067.500000 Penalty: 1060.439697
	Iteration 11Q: 3 clusters Score -3784068 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34802 members 
Mstep: Class 2 contains 80255 members 
Entering Unmasked Estep 
Score: -3784607.500000 Penalty: 1060.439697
	Iteration 12Q: 3 clusters Score -3784608 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 82249 members 
Entering Unmasked Estep 
Score: -3785208.000000 Penalty: 1060.439697
	Iteration 13Q: 3 clusters Score -3785208 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 84346 members 
Entering Unmasked Estep 
Score: -3785921.000000 Penalty: 1060.439697
	Iteration 14Q: 3 clusters Score -3785921 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28506 members 
Mstep: Class 2 contains 86551 members 
Entering Unmasked Estep 
Score: -3786690.750000 Penalty: 1060.439697
	Iteration 15Q: 3 clusters Score -3786691 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 88889 members 
Entering Unmasked Estep 
Score: -3787635.750000 Penalty: 1060.439697
	Iteration 16Q: 3 clusters Score -3787636 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23662 members 
Mstep: Class 2 contains 91395 members 
Entering Unmasked Estep 
Score: -3788733.000000 Penalty: 1060.439697
	Iteration 17Q: 3 clusters Score -3788733 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 93847 members 
Entering Unmasked Estep 
Score: -3789933.000000 Penalty: 1060.439697
	Iteration 18Q: 3 clusters Score -3789933 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 96390 members 
Entering Unmasked Estep 
Score: -3791289.250000 Penalty: 1060.439697
	Iteration 19Q: 3 clusters Score -3791289 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 98931 members 
Entering Unmasked Estep 
Score: -3792701.250000 Penalty: 1060.439697
	Iteration 20F: 3 clusters Score -3792701 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 101392 members 
Entering Unmasked Estep 
Score: -3794136.000000 Penalty: 1060.439697
	Iteration 21Q: 3 clusters Score -3794136 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 103633 members 
Entering Unmasked Estep 
Score: -3795481.750000 Penalty: 1060.439697
	Iteration 22Q: 3 clusters Score -3795482 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 105607 members 
Entering Unmasked Estep 
Score: -3796704.000000 Penalty: 1060.439697
	Iteration 23Q: 3 clusters Score -3796704 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 107384 members 
Entering Unmasked Estep 
Score: -3797802.250000 Penalty: 1060.439697
	Iteration 24Q: 3 clusters Score -3797802 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 108871 members 
Entering Unmasked Estep 
Score: -3798733.500000 Penalty: 1060.439697
	Iteration 25Q: 3 clusters Score -3798734 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 110096 members 
Entering Unmasked Estep 
Score: -3799477.750000 Penalty: 1060.439697
	Iteration 26Q: 3 clusters Score -3799478 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 111109 members 
Entering Unmasked Estep 
Score: -3800089.250000 Penalty: 1060.439697
	Iteration 27Q: 3 clusters Score -3800089 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 111908 members 
Entering Unmasked Estep 
Score: -3800540.750000 Penalty: 1060.439697
	Iteration 28Q: 3 clusters Score -3800541 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 112518 members 
Entering Unmasked Estep 
Score: -3800833.250000 Penalty: 1060.439697
	Iteration 29Q: 3 clusters Score -3800833 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 112957 members 
Entering Unmasked Estep 
Score: -3801028.750000 Penalty: 1060.439697
	Iteration 30Q: 3 clusters Score -3801029 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 113290 members 
Entering Unmasked Estep 
Score: -3801187.500000 Penalty: 1060.439697
	Iteration 31Q: 3 clusters Score -3801188 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 113540 members 
Entering Unmasked Estep 
Score: -3801292.500000 Penalty: 1060.439697
	Iteration 32Q: 3 clusters Score -3801292 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 113746 members 
Entering Unmasked Estep 
Score: -3801371.750000 Penalty: 1060.439697
	Iteration 33Q: 3 clusters Score -3801372 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 113922 members 
Entering Unmasked Estep 
Score: -3801447.500000 Penalty: 1060.439697
	Iteration 34Q: 3 clusters Score -3801448 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 114054 members 
Entering Unmasked Estep 
Score: -3801490.750000 Penalty: 1060.439697
	Iteration 35Q: 3 clusters Score -3801491 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 114155 members 
Entering Unmasked Estep 
Score: -3801543.750000 Penalty: 1060.439697
	Iteration 36Q: 3 clusters Score -3801544 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 114235 members 
Entering Unmasked Estep 
Score: -3801565.000000 Penalty: 1060.439697
	Iteration 37Q: 3 clusters Score -3801565 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 114305 members 
Entering Unmasked Estep 
Score: -3801602.500000 Penalty: 1060.439697
	Iteration 38Q: 3 clusters Score -3801602 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 114363 members 
Entering Unmasked Estep 
Score: -3801625.000000 Penalty: 1060.439697
	Iteration 39Q: 3 clusters Score -3801625 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 114414 members 
Entering Unmasked Estep 
Score: -3801636.750000 Penalty: 1060.439697
	Iteration 40F: 3 clusters Score -3801637 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 114456 members 
Entering Unmasked Estep 
Score: -3801655.250000 Penalty: 1060.439697
	Iteration 41Q: 3 clusters Score -3801655 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 114496 members 
Entering Unmasked Estep 
Score: -3801670.500000 Penalty: 1060.439697
	Iteration 42Q: 3 clusters Score -3801670 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 114528 members 
Entering Unmasked Estep 
Score: -3801675.000000 Penalty: 1060.439697
	Iteration 43Q: 3 clusters Score -3801675 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 114551 members 
Entering Unmasked Estep 
Score: -3801679.750000 Penalty: 1060.439697
	Iteration 44Q: 3 clusters Score -3801680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 114564 members 
Entering Unmasked Estep 
Score: -3801684.500000 Penalty: 1060.439697
	Iteration 45Q: 3 clusters Score -3801684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 114585 members 
Entering Unmasked Estep 
Score: -3801685.250000 Penalty: 1060.439697
	Iteration 46Q: 3 clusters Score -3801685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 114599 members 
Entering Unmasked Estep 
Score: -3801686.750000 Penalty: 1060.439697
	Iteration 47Q: 3 clusters Score -3801687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 114606 members 
Entering Unmasked Estep 
Score: -3801691.250000 Penalty: 1060.439697
	Iteration 48Q: 3 clusters Score -3801691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 114613 members 
Entering Unmasked Estep 
Score: -3801696.750000 Penalty: 1060.439697
	Iteration 49Q: 3 clusters Score -3801697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 114623 members 
Entering Unmasked Estep 
Score: -3801702.750000 Penalty: 1060.439697
	Iteration 50Q: 3 clusters Score -3801703 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 114636 members 
Entering Unmasked Estep 
Score: -3801703.750000 Penalty: 1060.439697
	Iteration 51Q: 3 clusters Score -3801704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 114648 members 
Entering Unmasked Estep 
Score: -3801707.500000 Penalty: 1060.439697
	Iteration 52Q: 3 clusters Score -3801708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 114660 members 
Entering Unmasked Estep 
Score: -3801715.750000 Penalty: 1060.439697
	Iteration 53Q: 3 clusters Score -3801716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 114670 members 
Entering Unmasked Estep 
Score: -3801714.250000 Penalty: 1060.439697
	Iteration 54Q: 3 clusters Score -3801714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 114677 members 
Entering Unmasked Estep 
Score: -3801715.500000 Penalty: 1060.439697
	Iteration 55Q: 3 clusters Score -3801716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 114682 members 
Entering Unmasked Estep 
Score: -3801715.000000 Penalty: 1060.439697
	Iteration 56Q: 3 clusters Score -3801715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 114687 members 
Entering Unmasked Estep 
Score: -3801718.750000 Penalty: 1060.439697
	Iteration 57Q: 3 clusters Score -3801719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 114694 members 
Entering Unmasked Estep 
Score: -3801721.750000 Penalty: 1060.439697
	Iteration 58Q: 3 clusters Score -3801722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 114700 members 
Entering Unmasked Estep 
Score: -3801723.000000 Penalty: 1060.439697
	Iteration 59Q: 3 clusters Score -3801723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 114702 members 
Entering Unmasked Estep 
Score: -3801722.500000 Penalty: 1060.439697
	Iteration 60F: 3 clusters Score -3801722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 114701 members 
Entering Unmasked Estep 
Score: -3801725.500000 Penalty: 1060.439697
	Iteration 61Q: 3 clusters Score -3801726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 114700 members 
Entering Unmasked Estep 
Score: -3801724.500000 Penalty: 1060.439697
	Iteration 62Q: 3 clusters Score -3801724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 114700 members 
Entering Unmasked Estep 
Score: -3801724.500000 Penalty: 1060.439697
	Iteration 63F: 3 clusters Score -3801724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -269343.937500 Penalty: 413.511871
	Iteration 0F: 2 clusters Score -269343.9 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 4439 members 
Entering Unmasked Estep 
Score: -263448.812500 Penalty: 827.023743
	Iteration 0F: 3 clusters Score -263448.8 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -265733.343750 Penalty: 827.023743
	Iteration 1F: 3 clusters Score -265733.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -266013.062500 Penalty: 827.023743
	Iteration 2F: 3 clusters Score -266013.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -266341.656250 Penalty: 827.023743
	Iteration 3F: 3 clusters Score -266341.7 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -266716.093750 Penalty: 827.023743
	Iteration 4F: 3 clusters Score -266716.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -267125.687500 Penalty: 827.023743
	Iteration 5F: 3 clusters Score -267125.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -267526.406250 Penalty: 827.023743
	Iteration 6F: 3 clusters Score -267526.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -267858.500000 Penalty: 827.023743
	Iteration 7Q: 3 clusters Score -267858.5 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -268089.625000 Penalty: 827.023743
	Iteration 8Q: 3 clusters Score -268089.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -268234.250000 Penalty: 827.023743
	Iteration 9Q: 3 clusters Score -268234.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -268340.437500 Penalty: 827.023743
	Iteration 10Q: 3 clusters Score -268340.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -268417.968750 Penalty: 827.023743
	Iteration 11Q: 3 clusters Score -268418 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -268473.156250 Penalty: 827.023743
	Iteration 12Q: 3 clusters Score -268473.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -268521.218750 Penalty: 827.023743
	Iteration 13Q: 3 clusters Score -268521.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -268556.875000 Penalty: 827.023743
	Iteration 14Q: 3 clusters Score -268556.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -268588.000000 Penalty: 827.023743
	Iteration 15Q: 3 clusters Score -268588 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -268613.125000 Penalty: 827.023743
	Iteration 16Q: 3 clusters Score -268613.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -268635.437500 Penalty: 827.023743
	Iteration 17Q: 3 clusters Score -268635.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -268664.125000 Penalty: 827.023743
	Iteration 18Q: 3 clusters Score -268664.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -268685.781250 Penalty: 827.023743
	Iteration 19Q: 3 clusters Score -268685.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -268698.562500 Penalty: 827.023743
	Iteration 20F: 3 clusters Score -268698.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -268706.750000 Penalty: 827.023743
	Iteration 21Q: 3 clusters Score -268706.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -268712.937500 Penalty: 827.023743
	Iteration 22Q: 3 clusters Score -268712.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -268716.250000 Penalty: 827.023743
	Iteration 23Q: 3 clusters Score -268716.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -268719.468750 Penalty: 827.023743
	Iteration 24Q: 3 clusters Score -268719.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -268721.000000 Penalty: 827.023743
	Iteration 25Q: 3 clusters Score -268721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -268723.781250 Penalty: 827.023743
	Iteration 26Q: 3 clusters Score -268723.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -268725.937500 Penalty: 827.023743
	Iteration 27Q: 3 clusters Score -268725.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -268727.968750 Penalty: 827.023743
	Iteration 28Q: 3 clusters Score -268728 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -268730.093750 Penalty: 827.023743
	Iteration 29Q: 3 clusters Score -268730.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -268733.750000 Penalty: 827.023743
	Iteration 30Q: 3 clusters Score -268733.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -268734.500000 Penalty: 827.023743
	Iteration 31Q: 3 clusters Score -268734.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -268736.718750 Penalty: 827.023743
	Iteration 32Q: 3 clusters Score -268736.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -268740.000000 Penalty: 827.023743
	Iteration 33Q: 3 clusters Score -268740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -268742.312500 Penalty: 827.023743
	Iteration 34Q: 3 clusters Score -268742.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -268745.343750 Penalty: 827.023743
	Iteration 35Q: 3 clusters Score -268745.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -268748.593750 Penalty: 827.023743
	Iteration 36Q: 3 clusters Score -268748.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -268751.093750 Penalty: 827.023743
	Iteration 37Q: 3 clusters Score -268751.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -268754.187500 Penalty: 827.023743
	Iteration 38Q: 3 clusters Score -268754.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -268756.437500 Penalty: 827.023743
	Iteration 39Q: 3 clusters Score -268756.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -268758.500000 Penalty: 827.023743
	Iteration 40F: 3 clusters Score -268758.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -268761.562500 Penalty: 827.023743
	Iteration 41Q: 3 clusters Score -268761.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -268764.093750 Penalty: 827.023743
	Iteration 42Q: 3 clusters Score -268764.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -268766.031250 Penalty: 827.023743
	Iteration 43Q: 3 clusters Score -268766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -268769.156250 Penalty: 827.023743
	Iteration 44Q: 3 clusters Score -268769.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -268770.062500 Penalty: 827.023743
	Iteration 45Q: 3 clusters Score -268770.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -268773.812500 Penalty: 827.023743
	Iteration 46Q: 3 clusters Score -268773.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -268776.656250 Penalty: 827.023743
	Iteration 47Q: 3 clusters Score -268776.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -268779.125000 Penalty: 827.023743
	Iteration 48Q: 3 clusters Score -268779.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -268784.281250 Penalty: 827.023743
	Iteration 49Q: 3 clusters Score -268784.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -268797.000000 Penalty: 827.023743
	Iteration 50Q: 3 clusters Score -268797 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -268804.156250 Penalty: 827.023743
	Iteration 51Q: 3 clusters Score -268804.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -268811.875000 Penalty: 827.023743
	Iteration 52Q: 3 clusters Score -268811.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -268822.000000 Penalty: 827.023743
	Iteration 53Q: 3 clusters Score -268822 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -268835.656250 Penalty: 827.023743
	Iteration 54Q: 3 clusters Score -268835.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -268850.281250 Penalty: 827.023743
	Iteration 55Q: 3 clusters Score -268850.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -268865.312500 Penalty: 827.023743
	Iteration 56Q: 3 clusters Score -268865.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -268879.125000 Penalty: 827.023743
	Iteration 57Q: 3 clusters Score -268879.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -268894.968750 Penalty: 827.023743
	Iteration 58Q: 3 clusters Score -268895 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -268909.968750 Penalty: 827.023743
	Iteration 59Q: 3 clusters Score -268910 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -268924.718750 Penalty: 827.023743
	Iteration 60F: 3 clusters Score -268924.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -268942.875000 Penalty: 827.023743
	Iteration 61Q: 3 clusters Score -268942.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -268950.687500 Penalty: 827.023743
	Iteration 62Q: 3 clusters Score -268950.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -268958.843750 Penalty: 827.023743
	Iteration 63Q: 3 clusters Score -268958.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -268965.718750 Penalty: 827.023743
	Iteration 64Q: 3 clusters Score -268965.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -268971.937500 Penalty: 827.023743
	Iteration 65Q: 3 clusters Score -268971.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -268976.781250 Penalty: 827.023743
	Iteration 66Q: 3 clusters Score -268976.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -268981.093750 Penalty: 827.023743
	Iteration 67Q: 3 clusters Score -268981.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -268985.843750 Penalty: 827.023743
	Iteration 68Q: 3 clusters Score -268985.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -268991.843750 Penalty: 827.023743
	Iteration 69Q: 3 clusters Score -268991.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -268998.781250 Penalty: 827.023743
	Iteration 70Q: 3 clusters Score -268998.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -269005.937500 Penalty: 827.023743
	Iteration 71Q: 3 clusters Score -269005.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -269011.812500 Penalty: 827.023743
	Iteration 72Q: 3 clusters Score -269011.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -269019.593750 Penalty: 827.023743
	Iteration 73Q: 3 clusters Score -269019.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -269027.281250 Penalty: 827.023743
	Iteration 74Q: 3 clusters Score -269027.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -269036.156250 Penalty: 827.023743
	Iteration 75Q: 3 clusters Score -269036.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -269043.375000 Penalty: 827.023743
	Iteration 76Q: 3 clusters Score -269043.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -269052.062500 Penalty: 827.023743
	Iteration 77Q: 3 clusters Score -269052.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -269057.156250 Penalty: 827.023743
	Iteration 78Q: 3 clusters Score -269057.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -269061.750000 Penalty: 827.023743
	Iteration 79Q: 3 clusters Score -269061.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -269064.687500 Penalty: 827.023743
	Iteration 80F: 3 clusters Score -269064.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -269067.750000 Penalty: 827.023743
	Iteration 81Q: 3 clusters Score -269067.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -269069.718750 Penalty: 827.023743
	Iteration 82Q: 3 clusters Score -269069.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -269071.000000 Penalty: 827.023743
	Iteration 83Q: 3 clusters Score -269071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -269072.375000 Penalty: 827.023743
	Iteration 84Q: 3 clusters Score -269072.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -269073.156250 Penalty: 827.023743
	Iteration 85Q: 3 clusters Score -269073.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -269073.093750 Penalty: 827.023743
	Iteration 86Q: 3 clusters Score -269073.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -269074.031250 Penalty: 827.023743
	Iteration 87Q: 3 clusters Score -269074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -269074.156250 Penalty: 827.023743
	Iteration 88Q: 3 clusters Score -269074.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -269075.812500 Penalty: 827.023743
	Iteration 89Q: 3 clusters Score -269075.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -269076.687500 Penalty: 827.023743
	Iteration 90Q: 3 clusters Score -269076.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -269076.156250 Penalty: 827.023743
	Iteration 91Q: 3 clusters Score -269076.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -269076.718750 Penalty: 827.023743
	Iteration 92Q: 3 clusters Score -269076.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -269077.906250 Penalty: 827.023743
	Iteration 93Q: 3 clusters Score -269077.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -269078.375000 Penalty: 827.023743
	Iteration 94Q: 3 clusters Score -269078.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -269077.875000 Penalty: 827.023743
	Iteration 95Q: 3 clusters Score -269077.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -269078.906250 Penalty: 827.023743
	Iteration 96Q: 3 clusters Score -269078.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -269080.156250 Penalty: 827.023743
	Iteration 97Q: 3 clusters Score -269080.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -269080.125000 Penalty: 827.023743
	Iteration 98Q: 3 clusters Score -269080.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -269080.375000 Penalty: 827.023743
	Iteration 99Q: 3 clusters Score -269080.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -269081.125000 Penalty: 827.023743
	Iteration 100F: 3 clusters Score -269081.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -269081.062500 Penalty: 827.023743
	Iteration 101Q: 3 clusters Score -269081.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -269081.437500 Penalty: 827.023743
	Iteration 102Q: 3 clusters Score -269081.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -269082.218750 Penalty: 827.023743
	Iteration 103Q: 3 clusters Score -269082.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -269083.062500 Penalty: 827.023743
	Iteration 104Q: 3 clusters Score -269083.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -269085.281250 Penalty: 827.023743
	Iteration 105Q: 3 clusters Score -269085.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -269086.437500 Penalty: 827.023743
	Iteration 106Q: 3 clusters Score -269086.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -269088.687500 Penalty: 827.023743
	Iteration 107Q: 3 clusters Score -269088.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -269091.906250 Penalty: 827.023743
	Iteration 108Q: 3 clusters Score -269091.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -269094.187500 Penalty: 827.023743
	Iteration 109Q: 3 clusters Score -269094.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -269096.812500 Penalty: 827.023743
	Iteration 110Q: 3 clusters Score -269096.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -269099.687500 Penalty: 827.023743
	Iteration 111Q: 3 clusters Score -269099.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -269103.468750 Penalty: 827.023743
	Iteration 112Q: 3 clusters Score -269103.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -269107.125000 Penalty: 827.023743
	Iteration 113Q: 3 clusters Score -269107.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -269110.218750 Penalty: 827.023743
	Iteration 114Q: 3 clusters Score -269110.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -269112.812500 Penalty: 827.023743
	Iteration 115Q: 3 clusters Score -269112.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -269114.781250 Penalty: 827.023743
	Iteration 116Q: 3 clusters Score -269114.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -269117.312500 Penalty: 827.023743
	Iteration 117Q: 3 clusters Score -269117.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -269119.625000 Penalty: 827.023743
	Iteration 118Q: 3 clusters Score -269119.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -269121.562500 Penalty: 827.023743
	Iteration 119Q: 3 clusters Score -269121.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -269124.281250 Penalty: 827.023743
	Iteration 120F: 3 clusters Score -269124.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -269124.906250 Penalty: 827.023743
	Iteration 121Q: 3 clusters Score -269124.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -269126.156250 Penalty: 827.023743
	Iteration 122Q: 3 clusters Score -269126.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -269126.812500 Penalty: 827.023743
	Iteration 123Q: 3 clusters Score -269126.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -269126.562500 Penalty: 827.023743
	Iteration 124Q: 3 clusters Score -269126.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -269127.281250 Penalty: 827.023743
	Iteration 125Q: 3 clusters Score -269127.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -269128.156250 Penalty: 827.023743
	Iteration 126Q: 3 clusters Score -269128.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -269128.437500 Penalty: 827.023743
	Iteration 127Q: 3 clusters Score -269128.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -269129.375000 Penalty: 827.023743
	Iteration 128Q: 3 clusters Score -269129.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -269130.343750 Penalty: 827.023743
	Iteration 129Q: 3 clusters Score -269130.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -269131.968750 Penalty: 827.023743
	Iteration 130Q: 3 clusters Score -269132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -269132.093750 Penalty: 827.023743
	Iteration 131Q: 3 clusters Score -269132.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -269132.593750 Penalty: 827.023743
	Iteration 132Q: 3 clusters Score -269132.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -269132.781250 Penalty: 827.023743
	Iteration 133Q: 3 clusters Score -269132.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -269133.000000 Penalty: 827.023743
	Iteration 134Q: 3 clusters Score -269133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -269132.875000 Penalty: 827.023743
	Iteration 135Q: 3 clusters Score -269132.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -269133.531250 Penalty: 827.023743
	Iteration 136Q: 3 clusters Score -269133.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -269133.218750 Penalty: 827.023743
	Iteration 137Q: 3 clusters Score -269133.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -269133.656250 Penalty: 827.023743
	Iteration 138Q: 3 clusters Score -269133.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -269133.250000 Penalty: 827.023743
	Iteration 139Q: 3 clusters Score -269133.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -269133.125000 Penalty: 827.023743
	Iteration 140F: 3 clusters Score -269133.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Entering Unmasked Estep 
Score: -204896.562500 Penalty: 402.377899
	Iteration 0F: 2 clusters Score -204896.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -200324.546875 Penalty: 804.755798
	Iteration 0F: 3 clusters Score -200324.5 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -202253.015625 Penalty: 804.755798
	Iteration 1F: 3 clusters Score -202253 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -202562.406250 Penalty: 804.755798
	Iteration 2F: 3 clusters Score -202562.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -202929.671875 Penalty: 804.755798
	Iteration 3F: 3 clusters Score -202929.7 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -203343.578125 Penalty: 804.755798
	Iteration 4F: 3 clusters Score -203343.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -203671.859375 Penalty: 804.755798
	Iteration 5F: 3 clusters Score -203671.9 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -203912.750000 Penalty: 804.755798
	Iteration 6Q: 3 clusters Score -203912.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -204078.078125 Penalty: 804.755798
	Iteration 7Q: 3 clusters Score -204078.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -204172.937500 Penalty: 804.755798
	Iteration 8Q: 3 clusters Score -204172.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -204243.125000 Penalty: 804.755798
	Iteration 9Q: 3 clusters Score -204243.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -204297.984375 Penalty: 804.755798
	Iteration 10Q: 3 clusters Score -204298 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -204349.968750 Penalty: 804.755798
	Iteration 11Q: 3 clusters Score -204350 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -204392.593750 Penalty: 804.755798
	Iteration 12Q: 3 clusters Score -204392.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -204436.328125 Penalty: 804.755798
	Iteration 13Q: 3 clusters Score -204436.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -204481.937500 Penalty: 804.755798
	Iteration 14Q: 3 clusters Score -204481.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -204523.250000 Penalty: 804.755798
	Iteration 15Q: 3 clusters Score -204523.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -204547.796875 Penalty: 804.755798
	Iteration 16Q: 3 clusters Score -204547.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -204565.703125 Penalty: 804.755798
	Iteration 17Q: 3 clusters Score -204565.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -204589.734375 Penalty: 804.755798
	Iteration 18Q: 3 clusters Score -204589.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -204615.218750 Penalty: 804.755798
	Iteration 19Q: 3 clusters Score -204615.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -204635.218750 Penalty: 804.755798
	Iteration 20F: 3 clusters Score -204635.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -204652.031250 Penalty: 804.755798
	Iteration 21Q: 3 clusters Score -204652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -204669.359375 Penalty: 804.755798
	Iteration 22Q: 3 clusters Score -204669.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -204690.734375 Penalty: 804.755798
	Iteration 23Q: 3 clusters Score -204690.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -204720.890625 Penalty: 804.755798
	Iteration 24Q: 3 clusters Score -204720.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -204746.984375 Penalty: 804.755798
	Iteration 25Q: 3 clusters Score -204747 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -204755.562500 Penalty: 804.755798
	Iteration 26Q: 3 clusters Score -204755.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -204760.218750 Penalty: 804.755798
	Iteration 27Q: 3 clusters Score -204760.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -204767.328125 Penalty: 804.755798
	Iteration 28Q: 3 clusters Score -204767.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -204768.906250 Penalty: 804.755798
	Iteration 29Q: 3 clusters Score -204768.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 6479 members 
Entering Unmasked Estep 
Score: -204770.468750 Penalty: 804.755798
	Iteration 30Q: 3 clusters Score -204770.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -204771.812500 Penalty: 804.755798
	Iteration 31Q: 3 clusters Score -204771.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -204773.703125 Penalty: 804.755798
	Iteration 32Q: 3 clusters Score -204773.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -204774.890625 Penalty: 804.755798
	Iteration 33Q: 3 clusters Score -204774.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -204775.750000 Penalty: 804.755798
	Iteration 34Q: 3 clusters Score -204775.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -204777.968750 Penalty: 804.755798
	Iteration 35Q: 3 clusters Score -204778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -204778.671875 Penalty: 804.755798
	Iteration 36Q: 3 clusters Score -204778.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -204778.906250 Penalty: 804.755798
	Iteration 37Q: 3 clusters Score -204778.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -204778.906250 Penalty: 804.755798
	Iteration 38F: 3 clusters Score -204778.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (24162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Entering Unmasked Estep 
Score: -777888.250000 Penalty: 459.210388
	Iteration 0F: 2 clusters Score -777888.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -761838.125000 Penalty: 918.420776
	Iteration 0F: 3 clusters Score -761838.1 nChanged 11486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -768876.187500 Penalty: 918.420776
	Iteration 1F: 3 clusters Score -768876.2 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -769431.187500 Penalty: 918.420776
	Iteration 2F: 3 clusters Score -769431.2 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14715 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -770164.437500 Penalty: 918.420776
	Iteration 3F: 3 clusters Score -770164.4 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -771175.812500 Penalty: 918.420776
	Iteration 4F: 3 clusters Score -771175.8 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -772367.125000 Penalty: 918.420776
	Iteration 5F: 3 clusters Score -772367.1 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -773440.937500 Penalty: 918.420776
	Iteration 6F: 3 clusters Score -773440.9 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -774221.750000 Penalty: 918.420776
	Iteration 7Q: 3 clusters Score -774221.8 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -774733.937500 Penalty: 918.420776
	Iteration 8Q: 3 clusters Score -774733.9 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -775106.875000 Penalty: 918.420776
	Iteration 9Q: 3 clusters Score -775106.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -775466.187500 Penalty: 918.420776
	Iteration 10Q: 3 clusters Score -775466.2 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -775805.750000 Penalty: 918.420776
	Iteration 11Q: 3 clusters Score -775805.8 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -776122.375000 Penalty: 918.420776
	Iteration 12Q: 3 clusters Score -776122.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -776416.687500 Penalty: 918.420776
	Iteration 13Q: 3 clusters Score -776416.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -776671.812500 Penalty: 918.420776
	Iteration 14Q: 3 clusters Score -776671.8 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -776899.375000 Penalty: 918.420776
	Iteration 15Q: 3 clusters Score -776899.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -777055.187500 Penalty: 918.420776
	Iteration 16Q: 3 clusters Score -777055.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -777166.875000 Penalty: 918.420776
	Iteration 17Q: 3 clusters Score -777166.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -777258.187500 Penalty: 918.420776
	Iteration 18Q: 3 clusters Score -777258.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -777317.187500 Penalty: 918.420776
	Iteration 19Q: 3 clusters Score -777317.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -777372.500000 Penalty: 918.420776
	Iteration 20F: 3 clusters Score -777372.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -777409.312500 Penalty: 918.420776
	Iteration 21Q: 3 clusters Score -777409.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23988 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -777440.000000 Penalty: 918.420776
	Iteration 22Q: 3 clusters Score -777440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -777461.125000 Penalty: 918.420776
	Iteration 23Q: 3 clusters Score -777461.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -777476.125000 Penalty: 918.420776
	Iteration 24Q: 3 clusters Score -777476.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -777483.687500 Penalty: 918.420776
	Iteration 25Q: 3 clusters Score -777483.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -777486.750000 Penalty: 918.420776
	Iteration 26Q: 3 clusters Score -777486.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -777490.437500 Penalty: 918.420776
	Iteration 27Q: 3 clusters Score -777490.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -777492.687500 Penalty: 918.420776
	Iteration 28Q: 3 clusters Score -777492.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -777497.375000 Penalty: 918.420776
	Iteration 29Q: 3 clusters Score -777497.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -777500.562500 Penalty: 918.420776
	Iteration 30Q: 3 clusters Score -777500.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -777501.875000 Penalty: 918.420776
	Iteration 31Q: 3 clusters Score -777501.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -777504.625000 Penalty: 918.420776
	Iteration 32Q: 3 clusters Score -777504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24082 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -777504.625000 Penalty: 918.420776
	Iteration 33Q: 3 clusters Score -777504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -777504.500000 Penalty: 918.420776
	Iteration 34Q: 3 clusters Score -777504.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -777504.500000 Penalty: 918.420776
	Iteration 35F: 3 clusters Score -777504.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (63400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63400 members 
Entering Unmasked Estep 
Score: -1988151.125000 Penalty: 503.103485
	Iteration 0F: 2 clusters Score -1988151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 31784 members 
Entering Unmasked Estep 
Score: -1945376.625000 Penalty: 1006.206970
	Iteration 0F: 3 clusters Score -1945377 nChanged 30958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30312 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -1964781.375000 Penalty: 1006.206970
	Iteration 1F: 3 clusters Score -1964781 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -1966088.750000 Penalty: 1006.206970
	Iteration 2Q: 3 clusters Score -1966089 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28155 members 
Mstep: Class 2 contains 35245 members 
Entering Unmasked Estep 
Score: -1967920.875000 Penalty: 1006.206970
	Iteration 3F: 3 clusters Score -1967921 nChanged 3814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -1970570.375000 Penalty: 1006.206970
	Iteration 4F: 3 clusters Score -1970570 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 38389 members 
Entering Unmasked Estep 
Score: -1973744.375000 Penalty: 1006.206970
	Iteration 5F: 3 clusters Score -1973744 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23610 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -1976321.500000 Penalty: 1006.206970
	Iteration 6F: 3 clusters Score -1976322 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22433 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -1977785.875000 Penalty: 1006.206970
	Iteration 7Q: 3 clusters Score -1977786 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -1978558.125000 Penalty: 1006.206970
	Iteration 8Q: 3 clusters Score -1978558 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 43028 members 
Entering Unmasked Estep 
Score: -1979083.125000 Penalty: 1006.206970
	Iteration 9Q: 3 clusters Score -1979083 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 44025 members 
Entering Unmasked Estep 
Score: -1979534.125000 Penalty: 1006.206970
	Iteration 10Q: 3 clusters Score -1979534 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -1979959.000000 Penalty: 1006.206970
	Iteration 11Q: 3 clusters Score -1979959 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -1980397.000000 Penalty: 1006.206970
	Iteration 12Q: 3 clusters Score -1980397 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -1980792.000000 Penalty: 1006.206970
	Iteration 13Q: 3 clusters Score -1980792 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 47895 members 
Entering Unmasked Estep 
Score: -1981193.875000 Penalty: 1006.206970
	Iteration 14Q: 3 clusters Score -1981194 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -1981619.000000 Penalty: 1006.206970
	Iteration 15Q: 3 clusters Score -1981619 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 49875 members 
Entering Unmasked Estep 
Score: -1982031.500000 Penalty: 1006.206970
	Iteration 16Q: 3 clusters Score -1982032 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -1982454.375000 Penalty: 1006.206970
	Iteration 17Q: 3 clusters Score -1982454 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -1982894.375000 Penalty: 1006.206970
	Iteration 18Q: 3 clusters Score -1982894 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -1983350.000000 Penalty: 1006.206970
	Iteration 19Q: 3 clusters Score -1983350 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -1983857.000000 Penalty: 1006.206970
	Iteration 20F: 3 clusters Score -1983857 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 55039 members 
Entering Unmasked Estep 
Score: -1984416.875000 Penalty: 1006.206970
	Iteration 21Q: 3 clusters Score -1984417 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 56057 members 
Entering Unmasked Estep 
Score: -1984980.000000 Penalty: 1006.206970
	Iteration 22Q: 3 clusters Score -1984980 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 57015 members 
Entering Unmasked Estep 
Score: -1985536.125000 Penalty: 1006.206970
	Iteration 23Q: 3 clusters Score -1985536 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 57839 members 
Entering Unmasked Estep 
Score: -1986021.500000 Penalty: 1006.206970
	Iteration 24Q: 3 clusters Score -1986022 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 58584 members 
Entering Unmasked Estep 
Score: -1986476.500000 Penalty: 1006.206970
	Iteration 25Q: 3 clusters Score -1986476 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 59227 members 
Entering Unmasked Estep 
Score: -1986877.375000 Penalty: 1006.206970
	Iteration 26Q: 3 clusters Score -1986877 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -1987177.625000 Penalty: 1006.206970
	Iteration 27Q: 3 clusters Score -1987178 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 60151 members 
Entering Unmasked Estep 
Score: -1987411.750000 Penalty: 1006.206970
	Iteration 28Q: 3 clusters Score -1987412 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 60422 members 
Entering Unmasked Estep 
Score: -1987581.000000 Penalty: 1006.206970
	Iteration 29Q: 3 clusters Score -1987581 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 60644 members 
Entering Unmasked Estep 
Score: -1987709.125000 Penalty: 1006.206970
	Iteration 30Q: 3 clusters Score -1987709 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -1987807.000000 Penalty: 1006.206970
	Iteration 31Q: 3 clusters Score -1987807 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 60973 members 
Entering Unmasked Estep 
Score: -1987877.000000 Penalty: 1006.206970
	Iteration 32Q: 3 clusters Score -1987877 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 61080 members 
Entering Unmasked Estep 
Score: -1987934.375000 Penalty: 1006.206970
	Iteration 33Q: 3 clusters Score -1987934 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 61145 members 
Entering Unmasked Estep 
Score: -1987978.375000 Penalty: 1006.206970
	Iteration 34Q: 3 clusters Score -1987978 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 61199 members 
Entering Unmasked Estep 
Score: -1988005.625000 Penalty: 1006.206970
	Iteration 35Q: 3 clusters Score -1988006 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 61233 members 
Entering Unmasked Estep 
Score: -1988029.125000 Penalty: 1006.206970
	Iteration 36Q: 3 clusters Score -1988029 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 61248 members 
Entering Unmasked Estep 
Score: -1988044.250000 Penalty: 1006.206970
	Iteration 37Q: 3 clusters Score -1988044 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 61256 members 
Entering Unmasked Estep 
Score: -1988053.250000 Penalty: 1006.206970
	Iteration 38Q: 3 clusters Score -1988053 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -1988061.000000 Penalty: 1006.206970
	Iteration 39Q: 3 clusters Score -1988061 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 61254 members 
Entering Unmasked Estep 
Score: -1988069.750000 Penalty: 1006.206970
	Iteration 40F: 3 clusters Score -1988070 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 61259 members 
Entering Unmasked Estep 
Score: -1988072.250000 Penalty: 1006.206970
	Iteration 41Q: 3 clusters Score -1988072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 61277 members 
Entering Unmasked Estep 
Score: -1988083.250000 Penalty: 1006.206970
	Iteration 42Q: 3 clusters Score -1988083 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 61295 members 
Entering Unmasked Estep 
Score: -1988085.375000 Penalty: 1006.206970
	Iteration 43Q: 3 clusters Score -1988085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 61301 members 
Entering Unmasked Estep 
Score: -1988090.750000 Penalty: 1006.206970
	Iteration 44Q: 3 clusters Score -1988091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -1988090.000000 Penalty: 1006.206970
	Iteration 45Q: 3 clusters Score -1988090 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 61318 members 
Entering Unmasked Estep 
Score: -1988090.750000 Penalty: 1006.206970
	Iteration 46Q: 3 clusters Score -1988091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 61326 members 
Entering Unmasked Estep 
Score: -1988091.625000 Penalty: 1006.206970
	Iteration 47Q: 3 clusters Score -1988092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 61329 members 
Entering Unmasked Estep 
Score: -1988094.375000 Penalty: 1006.206970
	Iteration 48Q: 3 clusters Score -1988094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 61334 members 
Entering Unmasked Estep 
Score: -1988094.375000 Penalty: 1006.206970
	Iteration 49Q: 3 clusters Score -1988094 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 61344 members 
Entering Unmasked Estep 
Score: -1988099.625000 Penalty: 1006.206970
	Iteration 50Q: 3 clusters Score -1988100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 61350 members 
Entering Unmasked Estep 
Score: -1988101.125000 Penalty: 1006.206970
	Iteration 51Q: 3 clusters Score -1988101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 61356 members 
Entering Unmasked Estep 
Score: -1988105.750000 Penalty: 1006.206970
	Iteration 52Q: 3 clusters Score -1988106 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 61362 members 
Entering Unmasked Estep 
Score: -1988111.125000 Penalty: 1006.206970
	Iteration 53Q: 3 clusters Score -1988111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -1988112.625000 Penalty: 1006.206970
	Iteration 54Q: 3 clusters Score -1988113 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -1988109.875000 Penalty: 1006.206970
	Iteration 55Q: 3 clusters Score -1988110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -1988111.875000 Penalty: 1006.206970
	Iteration 56Q: 3 clusters Score -1988112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 61371 members 
Entering Unmasked Estep 
Score: -1988111.250000 Penalty: 1006.206970
	Iteration 57Q: 3 clusters Score -1988111 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 61373 members 
Entering Unmasked Estep 
Score: -1988110.875000 Penalty: 1006.206970
	Iteration 58Q: 3 clusters Score -1988111 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -1988109.500000 Penalty: 1006.206970
	Iteration 59Q: 3 clusters Score -1988110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 61374 members 
Entering Unmasked Estep 
Score: -1988107.750000 Penalty: 1006.206970
	Iteration 60F: 3 clusters Score -1988108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 61375 members 
Entering Unmasked Estep 
Score: -1988109.125000 Penalty: 1006.206970
	Iteration 61Q: 3 clusters Score -1988109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -1988108.500000 Penalty: 1006.206970
	Iteration 62Q: 3 clusters Score -1988108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 61381 members 
Entering Unmasked Estep 
Score: -1988107.000000 Penalty: 1006.206970
	Iteration 63Q: 3 clusters Score -1988107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 61383 members 
Entering Unmasked Estep 
Score: -1988109.875000 Penalty: 1006.206970
	Iteration 64Q: 3 clusters Score -1988110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -1988109.750000 Penalty: 1006.206970
	Iteration 65Q: 3 clusters Score -1988110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 61382 members 
Entering Unmasked Estep 
Score: -1988109.750000 Penalty: 1006.206970
	Iteration 66F: 3 clusters Score -1988110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (15685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Entering Unmasked Estep 
Score: -506843.062500 Penalty: 439.550964
	Iteration 0F: 2 clusters Score -506843.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -496457.906250 Penalty: 879.101929
	Iteration 0F: 3 clusters Score -496457.9 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -500905.375000 Penalty: 879.101929
	Iteration 1F: 3 clusters Score -500905.4 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -501203.531250 Penalty: 879.101929
	Iteration 2F: 3 clusters Score -501203.5 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -501510.625000 Penalty: 879.101929
	Iteration 3Q: 3 clusters Score -501510.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -501912.500000 Penalty: 879.101929
	Iteration 4Q: 3 clusters Score -501912.5 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -502453.281250 Penalty: 879.101929
	Iteration 5F: 3 clusters Score -502453.3 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -503143.187500 Penalty: 879.101929
	Iteration 6F: 3 clusters Score -503143.2 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -503754.406250 Penalty: 879.101929
	Iteration 7F: 3 clusters Score -503754.4 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -504154.937500 Penalty: 879.101929
	Iteration 8Q: 3 clusters Score -504154.9 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -504366.875000 Penalty: 879.101929
	Iteration 9Q: 3 clusters Score -504366.9 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -504521.218750 Penalty: 879.101929
	Iteration 10Q: 3 clusters Score -504521.2 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -504665.625000 Penalty: 879.101929
	Iteration 11Q: 3 clusters Score -504665.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -504818.468750 Penalty: 879.101929
	Iteration 12Q: 3 clusters Score -504818.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -505024.625000 Penalty: 879.101929
	Iteration 13Q: 3 clusters Score -505024.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -505276.406250 Penalty: 879.101929
	Iteration 14Q: 3 clusters Score -505276.4 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -505486.718750 Penalty: 879.101929
	Iteration 15Q: 3 clusters Score -505486.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -505655.687500 Penalty: 879.101929
	Iteration 16Q: 3 clusters Score -505655.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -505789.343750 Penalty: 879.101929
	Iteration 17Q: 3 clusters Score -505789.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -505869.812500 Penalty: 879.101929
	Iteration 18Q: 3 clusters Score -505869.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -505937.187500 Penalty: 879.101929
	Iteration 19Q: 3 clusters Score -505937.2 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -505987.187500 Penalty: 879.101929
	Iteration 20F: 3 clusters Score -505987.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -506030.406250 Penalty: 879.101929
	Iteration 21Q: 3 clusters Score -506030.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -506061.781250 Penalty: 879.101929
	Iteration 22Q: 3 clusters Score -506061.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -506088.468750 Penalty: 879.101929
	Iteration 23Q: 3 clusters Score -506088.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -506106.375000 Penalty: 879.101929
	Iteration 24Q: 3 clusters Score -506106.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -506121.812500 Penalty: 879.101929
	Iteration 25Q: 3 clusters Score -506121.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -506132.500000 Penalty: 879.101929
	Iteration 26Q: 3 clusters Score -506132.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -506139.750000 Penalty: 879.101929
	Iteration 27Q: 3 clusters Score -506139.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -506145.093750 Penalty: 879.101929
	Iteration 28Q: 3 clusters Score -506145.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -506148.656250 Penalty: 879.101929
	Iteration 29Q: 3 clusters Score -506148.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -506153.156250 Penalty: 879.101929
	Iteration 30Q: 3 clusters Score -506153.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -506156.593750 Penalty: 879.101929
	Iteration 31Q: 3 clusters Score -506156.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -506159.218750 Penalty: 879.101929
	Iteration 32Q: 3 clusters Score -506159.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -506163.718750 Penalty: 879.101929
	Iteration 33Q: 3 clusters Score -506163.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -506166.000000 Penalty: 879.101929
	Iteration 34Q: 3 clusters Score -506166 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -506170.000000 Penalty: 879.101929
	Iteration 35Q: 3 clusters Score -506170 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -506172.937500 Penalty: 879.101929
	Iteration 36Q: 3 clusters Score -506172.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -506175.468750 Penalty: 879.101929
	Iteration 37Q: 3 clusters Score -506175.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -506176.343750 Penalty: 879.101929
	Iteration 38Q: 3 clusters Score -506176.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -506177.468750 Penalty: 879.101929
	Iteration 39Q: 3 clusters Score -506177.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -506178.687500 Penalty: 879.101929
	Iteration 40F: 3 clusters Score -506178.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -506179.375000 Penalty: 879.101929
	Iteration 41Q: 3 clusters Score -506179.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -506179.875000 Penalty: 879.101929
	Iteration 42Q: 3 clusters Score -506179.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -506181.750000 Penalty: 879.101929
	Iteration 43Q: 3 clusters Score -506181.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -506180.312500 Penalty: 879.101929
	Iteration 44Q: 3 clusters Score -506180.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -506181.281250 Penalty: 879.101929
	Iteration 45Q: 3 clusters Score -506181.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -506181.937500 Penalty: 879.101929
	Iteration 46Q: 3 clusters Score -506181.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -506185.812500 Penalty: 879.101929
	Iteration 47Q: 3 clusters Score -506185.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -506185.687500 Penalty: 879.101929
	Iteration 48Q: 3 clusters Score -506185.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -506186.593750 Penalty: 879.101929
	Iteration 49Q: 3 clusters Score -506186.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -506186.875000 Penalty: 879.101929
	Iteration 50Q: 3 clusters Score -506186.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -506188.125000 Penalty: 879.101929
	Iteration 51Q: 3 clusters Score -506188.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -506190.156250 Penalty: 879.101929
	Iteration 52Q: 3 clusters Score -506190.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -506193.437500 Penalty: 879.101929
	Iteration 53Q: 3 clusters Score -506193.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -506192.500000 Penalty: 879.101929
	Iteration 54Q: 3 clusters Score -506192.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -506194.531250 Penalty: 879.101929
	Iteration 55Q: 3 clusters Score -506194.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -506195.437500 Penalty: 879.101929
	Iteration 56Q: 3 clusters Score -506195.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -506198.375000 Penalty: 879.101929
	Iteration 57Q: 3 clusters Score -506198.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -506199.250000 Penalty: 879.101929
	Iteration 58Q: 3 clusters Score -506199.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -506200.656250 Penalty: 879.101929
	Iteration 59Q: 3 clusters Score -506200.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -506203.125000 Penalty: 879.101929
	Iteration 60F: 3 clusters Score -506203.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -506205.562500 Penalty: 879.101929
	Iteration 61Q: 3 clusters Score -506205.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -506206.437500 Penalty: 879.101929
	Iteration 62Q: 3 clusters Score -506206.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -506208.500000 Penalty: 879.101929
	Iteration 63Q: 3 clusters Score -506208.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -506211.343750 Penalty: 879.101929
	Iteration 64Q: 3 clusters Score -506211.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 11927 members 
Entering Unmasked Estep 
Score: -506216.156250 Penalty: 879.101929
	Iteration 65Q: 3 clusters Score -506216.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -506216.593750 Penalty: 879.101929
	Iteration 66Q: 3 clusters Score -506216.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -506219.343750 Penalty: 879.101929
	Iteration 67Q: 3 clusters Score -506219.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -506221.156250 Penalty: 879.101929
	Iteration 68Q: 3 clusters Score -506221.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 12017 members 
Entering Unmasked Estep 
Score: -506223.750000 Penalty: 879.101929
	Iteration 69Q: 3 clusters Score -506223.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -506225.531250 Penalty: 879.101929
	Iteration 70Q: 3 clusters Score -506225.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -506228.187500 Penalty: 879.101929
	Iteration 71Q: 3 clusters Score -506228.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -506227.281250 Penalty: 879.101929
	Iteration 72Q: 3 clusters Score -506227.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -506229.250000 Penalty: 879.101929
	Iteration 73Q: 3 clusters Score -506229.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -506231.031250 Penalty: 879.101929
	Iteration 74Q: 3 clusters Score -506231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -506233.343750 Penalty: 879.101929
	Iteration 75Q: 3 clusters Score -506233.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -506234.500000 Penalty: 879.101929
	Iteration 76Q: 3 clusters Score -506234.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -506236.500000 Penalty: 879.101929
	Iteration 77Q: 3 clusters Score -506236.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -506236.875000 Penalty: 879.101929
	Iteration 78Q: 3 clusters Score -506236.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -506238.187500 Penalty: 879.101929
	Iteration 79Q: 3 clusters Score -506238.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -506239.906250 Penalty: 879.101929
	Iteration 80F: 3 clusters Score -506239.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -506240.937500 Penalty: 879.101929
	Iteration 81Q: 3 clusters Score -506240.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -506241.218750 Penalty: 879.101929
	Iteration 82Q: 3 clusters Score -506241.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -506242.750000 Penalty: 879.101929
	Iteration 83Q: 3 clusters Score -506242.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -506243.750000 Penalty: 879.101929
	Iteration 84Q: 3 clusters Score -506243.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -506242.187500 Penalty: 879.101929
	Iteration 85Q: 3 clusters Score -506242.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -506243.812500 Penalty: 879.101929
	Iteration 86Q: 3 clusters Score -506243.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -506244.406250 Penalty: 879.101929
	Iteration 87Q: 3 clusters Score -506244.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -506246.906250 Penalty: 879.101929
	Iteration 88Q: 3 clusters Score -506246.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -506248.250000 Penalty: 879.101929
	Iteration 89Q: 3 clusters Score -506248.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -506249.562500 Penalty: 879.101929
	Iteration 90Q: 3 clusters Score -506249.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -506250.968750 Penalty: 879.101929
	Iteration 91Q: 3 clusters Score -506251 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -506251.281250 Penalty: 879.101929
	Iteration 92Q: 3 clusters Score -506251.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -506252.093750 Penalty: 879.101929
	Iteration 93Q: 3 clusters Score -506252.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -506253.250000 Penalty: 879.101929
	Iteration 94Q: 3 clusters Score -506253.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -506255.156250 Penalty: 879.101929
	Iteration 95Q: 3 clusters Score -506255.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -506254.375000 Penalty: 879.101929
	Iteration 96Q: 3 clusters Score -506254.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -506255.093750 Penalty: 879.101929
	Iteration 97Q: 3 clusters Score -506255.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -506255.750000 Penalty: 879.101929
	Iteration 98Q: 3 clusters Score -506255.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -506256.312500 Penalty: 879.101929
	Iteration 99Q: 3 clusters Score -506256.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -506257.906250 Penalty: 879.101929
	Iteration 100F: 3 clusters Score -506257.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -506260.250000 Penalty: 879.101929
	Iteration 101Q: 3 clusters Score -506260.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -506264.093750 Penalty: 879.101929
	Iteration 102Q: 3 clusters Score -506264.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 12559 members 
Entering Unmasked Estep 
Score: -506264.718750 Penalty: 879.101929
	Iteration 103Q: 3 clusters Score -506264.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -506266.187500 Penalty: 879.101929
	Iteration 104Q: 3 clusters Score -506266.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -506267.562500 Penalty: 879.101929
	Iteration 105Q: 3 clusters Score -506267.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -506268.250000 Penalty: 879.101929
	Iteration 106Q: 3 clusters Score -506268.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -506270.218750 Penalty: 879.101929
	Iteration 107Q: 3 clusters Score -506270.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -506269.875000 Penalty: 879.101929
	Iteration 108Q: 3 clusters Score -506269.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -506270.093750 Penalty: 879.101929
	Iteration 109Q: 3 clusters Score -506270.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -506269.375000 Penalty: 879.101929
	Iteration 110Q: 3 clusters Score -506269.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -506269.500000 Penalty: 879.101929
	Iteration 111Q: 3 clusters Score -506269.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -506270.906250 Penalty: 879.101929
	Iteration 112Q: 3 clusters Score -506270.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -506271.968750 Penalty: 879.101929
	Iteration 113Q: 3 clusters Score -506272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -506272.843750 Penalty: 879.101929
	Iteration 114Q: 3 clusters Score -506272.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -506273.562500 Penalty: 879.101929
	Iteration 115Q: 3 clusters Score -506273.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -506273.593750 Penalty: 879.101929
	Iteration 116Q: 3 clusters Score -506273.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -506275.156250 Penalty: 879.101929
	Iteration 117Q: 3 clusters Score -506275.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 12739 members 
Entering Unmasked Estep 
Score: -506277.812500 Penalty: 879.101929
	Iteration 118Q: 3 clusters Score -506277.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -506278.406250 Penalty: 879.101929
	Iteration 119Q: 3 clusters Score -506278.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -506278.625000 Penalty: 879.101929
	Iteration 120F: 3 clusters Score -506278.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -506278.781250 Penalty: 879.101929
	Iteration 121Q: 3 clusters Score -506278.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -506280.625000 Penalty: 879.101929
	Iteration 122Q: 3 clusters Score -506280.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -506281.937500 Penalty: 879.101929
	Iteration 123Q: 3 clusters Score -506281.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -506284.250000 Penalty: 879.101929
	Iteration 124Q: 3 clusters Score -506284.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -506285.656250 Penalty: 879.101929
	Iteration 125Q: 3 clusters Score -506285.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 12854 members 
Entering Unmasked Estep 
Score: -506285.312500 Penalty: 879.101929
	Iteration 126Q: 3 clusters Score -506285.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 12869 members 
Entering Unmasked Estep 
Score: -506288.375000 Penalty: 879.101929
	Iteration 127Q: 3 clusters Score -506288.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -506289.000000 Penalty: 879.101929
	Iteration 128Q: 3 clusters Score -506289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 12900 members 
Entering Unmasked Estep 
Score: -506291.125000 Penalty: 879.101929
	Iteration 129Q: 3 clusters Score -506291.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -506290.468750 Penalty: 879.101929
	Iteration 130Q: 3 clusters Score -506290.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -506290.531250 Penalty: 879.101929
	Iteration 131Q: 3 clusters Score -506290.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -506290.593750 Penalty: 879.101929
	Iteration 132Q: 3 clusters Score -506290.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -506291.156250 Penalty: 879.101929
	Iteration 133Q: 3 clusters Score -506291.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -506292.750000 Penalty: 879.101929
	Iteration 134Q: 3 clusters Score -506292.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -506293.656250 Penalty: 879.101929
	Iteration 135Q: 3 clusters Score -506293.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -506299.218750 Penalty: 879.101929
	Iteration 136Q: 3 clusters Score -506299.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -506298.187500 Penalty: 879.101929
	Iteration 137Q: 3 clusters Score -506298.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -506301.812500 Penalty: 879.101929
	Iteration 138Q: 3 clusters Score -506301.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -506303.843750 Penalty: 879.101929
	Iteration 139Q: 3 clusters Score -506303.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 13084 members 
Entering Unmasked Estep 
Score: -506308.406250 Penalty: 879.101929
	Iteration 140F: 3 clusters Score -506308.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -506312.156250 Penalty: 879.101929
	Iteration 141Q: 3 clusters Score -506312.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -506315.375000 Penalty: 879.101929
	Iteration 142Q: 3 clusters Score -506315.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -506321.000000 Penalty: 879.101929
	Iteration 143Q: 3 clusters Score -506321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -506325.156250 Penalty: 879.101929
	Iteration 144Q: 3 clusters Score -506325.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -506331.218750 Penalty: 879.101929
	Iteration 145Q: 3 clusters Score -506331.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -506333.781250 Penalty: 879.101929
	Iteration 146Q: 3 clusters Score -506333.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -506337.281250 Penalty: 879.101929
	Iteration 147Q: 3 clusters Score -506337.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -506339.781250 Penalty: 879.101929
	Iteration 148Q: 3 clusters Score -506339.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -506341.750000 Penalty: 879.101929
	Iteration 149Q: 3 clusters Score -506341.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 13353 members 
Entering Unmasked Estep 
Score: -506344.343750 Penalty: 879.101929
	Iteration 150Q: 3 clusters Score -506344.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -506345.093750 Penalty: 879.101929
	Iteration 151Q: 3 clusters Score -506345.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -506349.875000 Penalty: 879.101929
	Iteration 152Q: 3 clusters Score -506349.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -506352.062500 Penalty: 879.101929
	Iteration 153Q: 3 clusters Score -506352.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -506354.750000 Penalty: 879.101929
	Iteration 154Q: 3 clusters Score -506354.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -506355.718750 Penalty: 879.101929
	Iteration 155Q: 3 clusters Score -506355.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -506357.156250 Penalty: 879.101929
	Iteration 156Q: 3 clusters Score -506357.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -506359.375000 Penalty: 879.101929
	Iteration 157Q: 3 clusters Score -506359.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -506361.343750 Penalty: 879.101929
	Iteration 158Q: 3 clusters Score -506361.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -506361.562500 Penalty: 879.101929
	Iteration 159Q: 3 clusters Score -506361.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -506364.218750 Penalty: 879.101929
	Iteration 160F: 3 clusters Score -506364.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -506364.468750 Penalty: 879.101929
	Iteration 161Q: 3 clusters Score -506364.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -506364.031250 Penalty: 879.101929
	Iteration 162Q: 3 clusters Score -506364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -506365.250000 Penalty: 879.101929
	Iteration 163Q: 3 clusters Score -506365.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -506368.781250 Penalty: 879.101929
	Iteration 164Q: 3 clusters Score -506368.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -506372.718750 Penalty: 879.101929
	Iteration 165Q: 3 clusters Score -506372.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -506372.875000 Penalty: 879.101929
	Iteration 166Q: 3 clusters Score -506372.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -506376.937500 Penalty: 879.101929
	Iteration 167Q: 3 clusters Score -506376.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -506378.156250 Penalty: 879.101929
	Iteration 168Q: 3 clusters Score -506378.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -506382.343750 Penalty: 879.101929
	Iteration 169Q: 3 clusters Score -506382.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -506385.562500 Penalty: 879.101929
	Iteration 170Q: 3 clusters Score -506385.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -506391.937500 Penalty: 879.101929
	Iteration 171Q: 3 clusters Score -506391.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -506399.250000 Penalty: 879.101929
	Iteration 172Q: 3 clusters Score -506399.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -506405.375000 Penalty: 879.101929
	Iteration 173Q: 3 clusters Score -506405.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -506413.406250 Penalty: 879.101929
	Iteration 174Q: 3 clusters Score -506413.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -506420.937500 Penalty: 879.101929
	Iteration 175Q: 3 clusters Score -506420.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -506431.718750 Penalty: 879.101929
	Iteration 176Q: 3 clusters Score -506431.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -506437.406250 Penalty: 879.101929
	Iteration 177Q: 3 clusters Score -506437.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -506444.187500 Penalty: 879.101929
	Iteration 178Q: 3 clusters Score -506444.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -506450.437500 Penalty: 879.101929
	Iteration 179Q: 3 clusters Score -506450.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -506455.375000 Penalty: 879.101929
	Iteration 180F: 3 clusters Score -506455.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -506460.281250 Penalty: 879.101929
	Iteration 181Q: 3 clusters Score -506460.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -506463.437500 Penalty: 879.101929
	Iteration 182Q: 3 clusters Score -506463.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -506464.531250 Penalty: 879.101929
	Iteration 183Q: 3 clusters Score -506464.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -506469.093750 Penalty: 879.101929
	Iteration 184Q: 3 clusters Score -506469.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -506476.593750 Penalty: 879.101929
	Iteration 185Q: 3 clusters Score -506476.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -506481.625000 Penalty: 879.101929
	Iteration 186Q: 3 clusters Score -506481.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -506487.250000 Penalty: 879.101929
	Iteration 187Q: 3 clusters Score -506487.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -506492.468750 Penalty: 879.101929
	Iteration 188Q: 3 clusters Score -506492.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -506494.875000 Penalty: 879.101929
	Iteration 189Q: 3 clusters Score -506494.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -506501.156250 Penalty: 879.101929
	Iteration 190Q: 3 clusters Score -506501.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -506505.906250 Penalty: 879.101929
	Iteration 191Q: 3 clusters Score -506505.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -506513.906250 Penalty: 879.101929
	Iteration 192Q: 3 clusters Score -506513.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -506521.187500 Penalty: 879.101929
	Iteration 193Q: 3 clusters Score -506521.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -506527.156250 Penalty: 879.101929
	Iteration 194Q: 3 clusters Score -506527.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -506530.875000 Penalty: 879.101929
	Iteration 195Q: 3 clusters Score -506530.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -506535.375000 Penalty: 879.101929
	Iteration 196Q: 3 clusters Score -506535.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -506538.875000 Penalty: 879.101929
	Iteration 197Q: 3 clusters Score -506538.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -506541.343750 Penalty: 879.101929
	Iteration 198Q: 3 clusters Score -506541.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -506541.406250 Penalty: 879.101929
	Iteration 199Q: 3 clusters Score -506541.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -506542.562500 Penalty: 879.101929
	Iteration 200F: 3 clusters Score -506542.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -506545.093750 Penalty: 879.101929
	Iteration 201Q: 3 clusters Score -506545.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -506546.406250 Penalty: 879.101929
	Iteration 202Q: 3 clusters Score -506546.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -506548.625000 Penalty: 879.101929
	Iteration 203Q: 3 clusters Score -506548.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -506549.218750 Penalty: 879.101929
	Iteration 204Q: 3 clusters Score -506549.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 14640 members 
Entering Unmasked Estep 
Score: -506548.875000 Penalty: 879.101929
	Iteration 205Q: 3 clusters Score -506548.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -506549.500000 Penalty: 879.101929
	Iteration 206Q: 3 clusters Score -506549.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -506550.156250 Penalty: 879.101929
	Iteration 207Q: 3 clusters Score -506550.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -506550.781250 Penalty: 879.101929
	Iteration 208Q: 3 clusters Score -506550.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -506551.625000 Penalty: 879.101929
	Iteration 209Q: 3 clusters Score -506551.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -506552.625000 Penalty: 879.101929
	Iteration 210Q: 3 clusters Score -506552.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -506554.812500 Penalty: 879.101929
	Iteration 211Q: 3 clusters Score -506554.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -506555.906250 Penalty: 879.101929
	Iteration 212Q: 3 clusters Score -506555.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -506557.156250 Penalty: 879.101929
	Iteration 213Q: 3 clusters Score -506557.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 14721 members 
Entering Unmasked Estep 
Score: -506559.687500 Penalty: 879.101929
	Iteration 214Q: 3 clusters Score -506559.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -506561.781250 Penalty: 879.101929
	Iteration 215Q: 3 clusters Score -506561.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -506563.093750 Penalty: 879.101929
	Iteration 216Q: 3 clusters Score -506563.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -506565.968750 Penalty: 879.101929
	Iteration 217Q: 3 clusters Score -506566 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -506566.156250 Penalty: 879.101929
	Iteration 218Q: 3 clusters Score -506566.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -506566.562500 Penalty: 879.101929
	Iteration 219Q: 3 clusters Score -506566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 14776 members 
Entering Unmasked Estep 
Score: -506566.250000 Penalty: 879.101929
	Iteration 220F: 3 clusters Score -506566.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -506568.312500 Penalty: 879.101929
	Iteration 221Q: 3 clusters Score -506568.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -506568.406250 Penalty: 879.101929
	Iteration 222Q: 3 clusters Score -506568.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -506568.187500 Penalty: 879.101929
	Iteration 223Q: 3 clusters Score -506568.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -506568.343750 Penalty: 879.101929
	Iteration 224Q: 3 clusters Score -506568.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -506568.968750 Penalty: 879.101929
	Iteration 225Q: 3 clusters Score -506569 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -506568.875000 Penalty: 879.101929
	Iteration 226Q: 3 clusters Score -506568.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -506569.343750 Penalty: 879.101929
	Iteration 227Q: 3 clusters Score -506569.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -506570.406250 Penalty: 879.101929
	Iteration 228Q: 3 clusters Score -506570.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -506569.531250 Penalty: 879.101929
	Iteration 229Q: 3 clusters Score -506569.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -506570.468750 Penalty: 879.101929
	Iteration 230Q: 3 clusters Score -506570.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -506571.843750 Penalty: 879.101929
	Iteration 231Q: 3 clusters Score -506571.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -506572.187500 Penalty: 879.101929
	Iteration 232Q: 3 clusters Score -506572.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -506572.937500 Penalty: 879.101929
	Iteration 233Q: 3 clusters Score -506572.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -506573.718750 Penalty: 879.101929
	Iteration 234Q: 3 clusters Score -506573.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -506574.531250 Penalty: 879.101929
	Iteration 235Q: 3 clusters Score -506574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -506575.812500 Penalty: 879.101929
	Iteration 236Q: 3 clusters Score -506575.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -506576.312500 Penalty: 879.101929
	Iteration 237Q: 3 clusters Score -506576.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -506576.250000 Penalty: 879.101929
	Iteration 238Q: 3 clusters Score -506576.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -506577.406250 Penalty: 879.101929
	Iteration 239Q: 3 clusters Score -506577.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -506577.343750 Penalty: 879.101929
	Iteration 240F: 3 clusters Score -506577.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -506578.000000 Penalty: 879.101929
	Iteration 241Q: 3 clusters Score -506578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -506579.343750 Penalty: 879.101929
	Iteration 242Q: 3 clusters Score -506579.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -506580.031250 Penalty: 879.101929
	Iteration 243Q: 3 clusters Score -506580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -506579.781250 Penalty: 879.101929
	Iteration 244Q: 3 clusters Score -506579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -506579.562500 Penalty: 879.101929
	Iteration 245Q: 3 clusters Score -506579.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -506580.000000 Penalty: 879.101929
	Iteration 246Q: 3 clusters Score -506580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -506580.250000 Penalty: 879.101929
	Iteration 247Q: 3 clusters Score -506580.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -506579.750000 Penalty: 879.101929
	Iteration 248Q: 3 clusters Score -506579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -506579.781250 Penalty: 879.101929
	Iteration 249Q: 3 clusters Score -506579.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -506579.156250 Penalty: 879.101929
	Iteration 250Q: 3 clusters Score -506579.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -506580.093750 Penalty: 879.101929
	Iteration 251Q: 3 clusters Score -506580.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -506580.593750 Penalty: 879.101929
	Iteration 252Q: 3 clusters Score -506580.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -506582.093750 Penalty: 879.101929
	Iteration 253Q: 3 clusters Score -506582.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -506582.781250 Penalty: 879.101929
	Iteration 254Q: 3 clusters Score -506582.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -506581.750000 Penalty: 879.101929
	Iteration 255Q: 3 clusters Score -506581.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -506582.906250 Penalty: 879.101929
	Iteration 256Q: 3 clusters Score -506582.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -506584.250000 Penalty: 879.101929
	Iteration 257Q: 3 clusters Score -506584.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -506585.750000 Penalty: 879.101929
	Iteration 258Q: 3 clusters Score -506585.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -506585.156250 Penalty: 879.101929
	Iteration 259Q: 3 clusters Score -506585.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -506585.437500 Penalty: 879.101929
	Iteration 260F: 3 clusters Score -506585.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -506585.625000 Penalty: 879.101929
	Iteration 261Q: 3 clusters Score -506585.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -506585.781250 Penalty: 879.101929
	Iteration 262Q: 3 clusters Score -506585.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -506585.781250 Penalty: 879.101929
	Iteration 263F: 3 clusters Score -506585.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Entering Unmasked Estep 
Score: -4635.803711 Penalty: 242.857986
	Iteration 0F: 2 clusters Score -4635.804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -4348.394531 Penalty: 485.715973
	Iteration 0F: 3 clusters Score -4348.395 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -4396.278320 Penalty: 485.715973
	Iteration 1F: 3 clusters Score -4396.278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -4427.926270 Penalty: 485.715973
	Iteration 2F: 3 clusters Score -4427.926 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -4454.119141 Penalty: 485.715973
	Iteration 3F: 3 clusters Score -4454.119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4469.103516 Penalty: 485.715973
	Iteration 4Q: 3 clusters Score -4469.104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -4478.099121 Penalty: 485.715973
	Iteration 5Q: 3 clusters Score -4478.099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4479.147949 Penalty: 485.715973
	Iteration 6Q: 3 clusters Score -4479.148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -4479.147949 Penalty: 485.715973
	Iteration 7F: 3 clusters Score -4479.148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Entering Unmasked Estep 
Score: -76290.875000 Penalty: 355.829987
	Iteration 0F: 2 clusters Score -76290.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -74564.429688 Penalty: 711.659973
	Iteration 0F: 3 clusters Score -74564.43 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -75102.062500 Penalty: 711.659973
	Iteration 1F: 3 clusters Score -75102.06 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -75166.796875 Penalty: 711.659973
	Iteration 2F: 3 clusters Score -75166.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -75232.554688 Penalty: 711.659973
	Iteration 3F: 3 clusters Score -75232.55 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -75288.609375 Penalty: 711.659973
	Iteration 4F: 3 clusters Score -75288.61 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -75332.914062 Penalty: 711.659973
	Iteration 5Q: 3 clusters Score -75332.91 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -75373.109375 Penalty: 711.659973
	Iteration 6Q: 3 clusters Score -75373.11 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -75415.437500 Penalty: 711.659973
	Iteration 7Q: 3 clusters Score -75415.44 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -75465.203125 Penalty: 711.659973
	Iteration 8Q: 3 clusters Score -75465.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -75533.078125 Penalty: 711.659973
	Iteration 9Q: 3 clusters Score -75533.08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -75592.156250 Penalty: 711.659973
	Iteration 10Q: 3 clusters Score -75592.16 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -75639.390625 Penalty: 711.659973
	Iteration 11Q: 3 clusters Score -75639.39 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -75682.781250 Penalty: 711.659973
	Iteration 12Q: 3 clusters Score -75682.78 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -75727.375000 Penalty: 711.659973
	Iteration 13Q: 3 clusters Score -75727.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -75756.125000 Penalty: 711.659973
	Iteration 14Q: 3 clusters Score -75756.12 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -75780.250000 Penalty: 711.659973
	Iteration 15Q: 3 clusters Score -75780.25 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -75803.101562 Penalty: 711.659973
	Iteration 16Q: 3 clusters Score -75803.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -75824.562500 Penalty: 711.659973
	Iteration 17Q: 3 clusters Score -75824.56 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -75850.781250 Penalty: 711.659973
	Iteration 18Q: 3 clusters Score -75850.78 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -75867.234375 Penalty: 711.659973
	Iteration 19Q: 3 clusters Score -75867.23 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -75882.492188 Penalty: 711.659973
	Iteration 20F: 3 clusters Score -75882.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -75892.117188 Penalty: 711.659973
	Iteration 21Q: 3 clusters Score -75892.12 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -75906.132812 Penalty: 711.659973
	Iteration 22Q: 3 clusters Score -75906.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -75911.195312 Penalty: 711.659973
	Iteration 23Q: 3 clusters Score -75911.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -75914.726562 Penalty: 711.659973
	Iteration 24Q: 3 clusters Score -75914.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -75918.531250 Penalty: 711.659973
	Iteration 25Q: 3 clusters Score -75918.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -75924.835938 Penalty: 711.659973
	Iteration 26Q: 3 clusters Score -75924.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -75933.515625 Penalty: 711.659973
	Iteration 27Q: 3 clusters Score -75933.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -75940.742188 Penalty: 711.659973
	Iteration 28Q: 3 clusters Score -75940.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -75947.359375 Penalty: 711.659973
	Iteration 29Q: 3 clusters Score -75947.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -75952.601562 Penalty: 711.659973
	Iteration 30Q: 3 clusters Score -75952.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -75956.187500 Penalty: 711.659973
	Iteration 31Q: 3 clusters Score -75956.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -75958.445312 Penalty: 711.659973
	Iteration 32Q: 3 clusters Score -75958.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -75960.640625 Penalty: 711.659973
	Iteration 33Q: 3 clusters Score -75960.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -75962.453125 Penalty: 711.659973
	Iteration 34Q: 3 clusters Score -75962.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -75963.179688 Penalty: 711.659973
	Iteration 35Q: 3 clusters Score -75963.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -75963.179688 Penalty: 711.659973
	Iteration 36F: 3 clusters Score -75963.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Entering Unmasked Estep 
Score: -120032.523438 Penalty: 378.269135
	Iteration 0F: 2 clusters Score -120032.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -117308.343750 Penalty: 756.538269
	Iteration 0F: 3 clusters Score -117308.3 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -118243.140625 Penalty: 756.538269
	Iteration 1F: 3 clusters Score -118243.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -118382.492188 Penalty: 756.538269
	Iteration 2F: 3 clusters Score -118382.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -118523.125000 Penalty: 756.538269
	Iteration 3F: 3 clusters Score -118523.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -118644.257812 Penalty: 756.538269
	Iteration 4F: 3 clusters Score -118644.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -118750.515625 Penalty: 756.538269
	Iteration 5Q: 3 clusters Score -118750.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -118873.226562 Penalty: 756.538269
	Iteration 6Q: 3 clusters Score -118873.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -119018.421875 Penalty: 756.538269
	Iteration 7Q: 3 clusters Score -119018.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -119168.750000 Penalty: 756.538269
	Iteration 8Q: 3 clusters Score -119168.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -119295.734375 Penalty: 756.538269
	Iteration 9Q: 3 clusters Score -119295.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -119400.828125 Penalty: 756.538269
	Iteration 10Q: 3 clusters Score -119400.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -119474.125000 Penalty: 756.538269
	Iteration 11Q: 3 clusters Score -119474.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -119534.343750 Penalty: 756.538269
	Iteration 12Q: 3 clusters Score -119534.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -119580.359375 Penalty: 756.538269
	Iteration 13Q: 3 clusters Score -119580.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -119617.195312 Penalty: 756.538269
	Iteration 14Q: 3 clusters Score -119617.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -119639.523438 Penalty: 756.538269
	Iteration 15Q: 3 clusters Score -119639.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -119661.320312 Penalty: 756.538269
	Iteration 16Q: 3 clusters Score -119661.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -119674.140625 Penalty: 756.538269
	Iteration 17Q: 3 clusters Score -119674.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -119684.726562 Penalty: 756.538269
	Iteration 18Q: 3 clusters Score -119684.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -119693.601562 Penalty: 756.538269
	Iteration 19Q: 3 clusters Score -119693.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -119700.804688 Penalty: 756.538269
	Iteration 20F: 3 clusters Score -119700.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -119707.679688 Penalty: 756.538269
	Iteration 21Q: 3 clusters Score -119707.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -119711.468750 Penalty: 756.538269
	Iteration 22Q: 3 clusters Score -119711.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -119714.484375 Penalty: 756.538269
	Iteration 23Q: 3 clusters Score -119714.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -119718.804688 Penalty: 756.538269
	Iteration 24Q: 3 clusters Score -119718.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -119721.179688 Penalty: 756.538269
	Iteration 25Q: 3 clusters Score -119721.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -119726.375000 Penalty: 756.538269
	Iteration 26Q: 3 clusters Score -119726.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -119729.039062 Penalty: 756.538269
	Iteration 27Q: 3 clusters Score -119729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -119730.585938 Penalty: 756.538269
	Iteration 28Q: 3 clusters Score -119730.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -119731.515625 Penalty: 756.538269
	Iteration 29Q: 3 clusters Score -119731.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -119732.937500 Penalty: 756.538269
	Iteration 30Q: 3 clusters Score -119732.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -119735.476562 Penalty: 756.538269
	Iteration 31Q: 3 clusters Score -119735.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -119735.843750 Penalty: 756.538269
	Iteration 32Q: 3 clusters Score -119735.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -119736.507812 Penalty: 756.538269
	Iteration 33Q: 3 clusters Score -119736.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -119737.671875 Penalty: 756.538269
	Iteration 34Q: 3 clusters Score -119737.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -119738.367188 Penalty: 756.538269
	Iteration 35Q: 3 clusters Score -119738.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -119739.656250 Penalty: 756.538269
	Iteration 36Q: 3 clusters Score -119739.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -119740.820312 Penalty: 756.538269
	Iteration 37Q: 3 clusters Score -119740.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -119740.820312 Penalty: 756.538269
	Iteration 38F: 3 clusters Score -119740.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (31463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Entering Unmasked Estep 
Score: -1026398.125000 Penalty: 471.223816
	Iteration 0F: 2 clusters Score -1026398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1005437.875000 Penalty: 942.447632
	Iteration 0F: 3 clusters Score -1005438 nChanged 15147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -1014644.625000 Penalty: 942.447632
	Iteration 1F: 3 clusters Score -1014645 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -1015515.250000 Penalty: 942.447632
	Iteration 2F: 3 clusters Score -1015515 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -1016748.937500 Penalty: 942.447632
	Iteration 3F: 3 clusters Score -1016749 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -1018241.812500 Penalty: 942.447632
	Iteration 4F: 3 clusters Score -1018242 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -1019784.500000 Penalty: 942.447632
	Iteration 5F: 3 clusters Score -1019784 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -1021231.000000 Penalty: 942.447632
	Iteration 6F: 3 clusters Score -1021231 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -1022308.625000 Penalty: 942.447632
	Iteration 7Q: 3 clusters Score -1022309 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -1023023.187500 Penalty: 942.447632
	Iteration 8Q: 3 clusters Score -1023023 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -1023547.312500 Penalty: 942.447632
	Iteration 9Q: 3 clusters Score -1023547 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -1023947.000000 Penalty: 942.447632
	Iteration 10Q: 3 clusters Score -1023947 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 27768 members 
Entering Unmasked Estep 
Score: -1024285.000000 Penalty: 942.447632
	Iteration 11Q: 3 clusters Score -1024285 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -1024557.187500 Penalty: 942.447632
	Iteration 12Q: 3 clusters Score -1024557 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -1024788.937500 Penalty: 942.447632
	Iteration 13Q: 3 clusters Score -1024789 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 29111 members 
Entering Unmasked Estep 
Score: -1024990.500000 Penalty: 942.447632
	Iteration 14Q: 3 clusters Score -1024990 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -1025172.812500 Penalty: 942.447632
	Iteration 15Q: 3 clusters Score -1025173 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -1025344.312500 Penalty: 942.447632
	Iteration 16Q: 3 clusters Score -1025344 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -1025477.062500 Penalty: 942.447632
	Iteration 17Q: 3 clusters Score -1025477 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -1025585.687500 Penalty: 942.447632
	Iteration 18Q: 3 clusters Score -1025586 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 30467 members 
Entering Unmasked Estep 
Score: -1025673.625000 Penalty: 942.447632
	Iteration 19Q: 3 clusters Score -1025674 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 30633 members 
Entering Unmasked Estep 
Score: -1025754.937500 Penalty: 942.447632
	Iteration 20F: 3 clusters Score -1025755 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -1025830.812500 Penalty: 942.447632
	Iteration 21Q: 3 clusters Score -1025831 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 30886 members 
Entering Unmasked Estep 
Score: -1025879.187500 Penalty: 942.447632
	Iteration 22Q: 3 clusters Score -1025879 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -1025912.937500 Penalty: 942.447632
	Iteration 23Q: 3 clusters Score -1025913 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -1025934.750000 Penalty: 942.447632
	Iteration 24Q: 3 clusters Score -1025935 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 31067 members 
Entering Unmasked Estep 
Score: -1025954.625000 Penalty: 942.447632
	Iteration 25Q: 3 clusters Score -1025955 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 31110 members 
Entering Unmasked Estep 
Score: -1025978.125000 Penalty: 942.447632
	Iteration 26Q: 3 clusters Score -1025978 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 31143 members 
Entering Unmasked Estep 
Score: -1025991.562500 Penalty: 942.447632
	Iteration 27Q: 3 clusters Score -1025992 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 31171 members 
Entering Unmasked Estep 
Score: -1026002.375000 Penalty: 942.447632
	Iteration 28Q: 3 clusters Score -1026002 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -1026010.312500 Penalty: 942.447632
	Iteration 29Q: 3 clusters Score -1026010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -1026015.375000 Penalty: 942.447632
	Iteration 30Q: 3 clusters Score -1026015 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -1026022.437500 Penalty: 942.447632
	Iteration 31Q: 3 clusters Score -1026022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -1026028.937500 Penalty: 942.447632
	Iteration 32Q: 3 clusters Score -1026029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 31241 members 
Entering Unmasked Estep 
Score: -1026034.125000 Penalty: 942.447632
	Iteration 33Q: 3 clusters Score -1026034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -1026037.000000 Penalty: 942.447632
	Iteration 34Q: 3 clusters Score -1026037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 31258 members 
Entering Unmasked Estep 
Score: -1026039.687500 Penalty: 942.447632
	Iteration 35Q: 3 clusters Score -1026040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 31264 members 
Entering Unmasked Estep 
Score: -1026045.625000 Penalty: 942.447632
	Iteration 36Q: 3 clusters Score -1026046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 31269 members 
Entering Unmasked Estep 
Score: -1026047.937500 Penalty: 942.447632
	Iteration 37Q: 3 clusters Score -1026048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 31272 members 
Entering Unmasked Estep 
Score: -1026049.625000 Penalty: 942.447632
	Iteration 38Q: 3 clusters Score -1026050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 31274 members 
Entering Unmasked Estep 
Score: -1026051.250000 Penalty: 942.447632
	Iteration 39Q: 3 clusters Score -1026051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -1026051.125000 Penalty: 942.447632
	Iteration 40F: 3 clusters Score -1026051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 31279 members 
Entering Unmasked Estep 
Score: -1026052.687500 Penalty: 942.447632
	Iteration 41Q: 3 clusters Score -1026053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 31281 members 
Entering Unmasked Estep 
Score: -1026051.562500 Penalty: 942.447632
	Iteration 42Q: 3 clusters Score -1026052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -1026052.125000 Penalty: 942.447632
	Iteration 43Q: 3 clusters Score -1026052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 31282 members 
Entering Unmasked Estep 
Score: -1026052.125000 Penalty: 942.447632
	Iteration 44F: 3 clusters Score -1026052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (2134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Entering Unmasked Estep 
Score: -67973.726562 Penalty: 348.791779
	Iteration 0F: 2 clusters Score -67973.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -66432.773438 Penalty: 697.583557
	Iteration 0F: 3 clusters Score -66432.77 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -66956.703125 Penalty: 697.583557
	Iteration 1F: 3 clusters Score -66956.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -67036.289062 Penalty: 697.583557
	Iteration 2F: 3 clusters Score -67036.29 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -67131.750000 Penalty: 697.583557
	Iteration 3F: 3 clusters Score -67131.75 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -67203.757812 Penalty: 697.583557
	Iteration 4F: 3 clusters Score -67203.76 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -67270.171875 Penalty: 697.583557
	Iteration 5Q: 3 clusters Score -67270.17 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -67356.742188 Penalty: 697.583557
	Iteration 6Q: 3 clusters Score -67356.74 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -67437.898438 Penalty: 697.583557
	Iteration 7Q: 3 clusters Score -67437.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -67483.484375 Penalty: 697.583557
	Iteration 8Q: 3 clusters Score -67483.48 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -67517.257812 Penalty: 697.583557
	Iteration 9Q: 3 clusters Score -67517.26 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -67539.328125 Penalty: 697.583557
	Iteration 10Q: 3 clusters Score -67539.33 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -67555.156250 Penalty: 697.583557
	Iteration 11Q: 3 clusters Score -67555.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -67564.070312 Penalty: 697.583557
	Iteration 12Q: 3 clusters Score -67564.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -67576.335938 Penalty: 697.583557
	Iteration 13Q: 3 clusters Score -67576.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -67586.320312 Penalty: 697.583557
	Iteration 14Q: 3 clusters Score -67586.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -67594.023438 Penalty: 697.583557
	Iteration 15Q: 3 clusters Score -67594.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -67599.000000 Penalty: 697.583557
	Iteration 16Q: 3 clusters Score -67599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -67603.929688 Penalty: 697.583557
	Iteration 17Q: 3 clusters Score -67603.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -67613.656250 Penalty: 697.583557
	Iteration 18Q: 3 clusters Score -67613.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -67622.343750 Penalty: 697.583557
	Iteration 19Q: 3 clusters Score -67622.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -67628.476562 Penalty: 697.583557
	Iteration 20F: 3 clusters Score -67628.48 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -67631.617188 Penalty: 697.583557
	Iteration 21Q: 3 clusters Score -67631.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -67635.492188 Penalty: 697.583557
	Iteration 22Q: 3 clusters Score -67635.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -67636.656250 Penalty: 697.583557
	Iteration 23Q: 3 clusters Score -67636.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -67637.140625 Penalty: 697.583557
	Iteration 24Q: 3 clusters Score -67637.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -67637.375000 Penalty: 697.583557
	Iteration 25Q: 3 clusters Score -67637.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -67637.421875 Penalty: 697.583557
	Iteration 26Q: 3 clusters Score -67637.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -67637.421875 Penalty: 697.583557
	Iteration 27F: 3 clusters Score -67637.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (5427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Entering Unmasked Estep 
Score: -159366.640625 Penalty: 391.260956
	Iteration 0F: 2 clusters Score -159366.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -155672.234375 Penalty: 782.521912
	Iteration 0F: 3 clusters Score -155672.2 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -157145.031250 Penalty: 782.521912
	Iteration 1F: 3 clusters Score -157145 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -157377.468750 Penalty: 782.521912
	Iteration 2F: 3 clusters Score -157377.5 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -157695.531250 Penalty: 782.521912
	Iteration 3F: 3 clusters Score -157695.5 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -158042.843750 Penalty: 782.521912
	Iteration 4F: 3 clusters Score -158042.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -158358.468750 Penalty: 782.521912
	Iteration 5F: 3 clusters Score -158358.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -158622.421875 Penalty: 782.521912
	Iteration 6Q: 3 clusters Score -158622.4 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -158808.281250 Penalty: 782.521912
	Iteration 7Q: 3 clusters Score -158808.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -158960.937500 Penalty: 782.521912
	Iteration 8Q: 3 clusters Score -158960.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -159067.140625 Penalty: 782.521912
	Iteration 9Q: 3 clusters Score -159067.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -159158.171875 Penalty: 782.521912
	Iteration 10Q: 3 clusters Score -159158.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -159224.984375 Penalty: 782.521912
	Iteration 11Q: 3 clusters Score -159225 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -159264.359375 Penalty: 782.521912
	Iteration 12Q: 3 clusters Score -159264.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -159293.781250 Penalty: 782.521912
	Iteration 13Q: 3 clusters Score -159293.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -159312.093750 Penalty: 782.521912
	Iteration 14Q: 3 clusters Score -159312.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -159323.578125 Penalty: 782.521912
	Iteration 15Q: 3 clusters Score -159323.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -159332.593750 Penalty: 782.521912
	Iteration 16Q: 3 clusters Score -159332.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -159341.234375 Penalty: 782.521912
	Iteration 17Q: 3 clusters Score -159341.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -159350.531250 Penalty: 782.521912
	Iteration 18Q: 3 clusters Score -159350.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -159356.890625 Penalty: 782.521912
	Iteration 19Q: 3 clusters Score -159356.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -159364.203125 Penalty: 782.521912
	Iteration 20F: 3 clusters Score -159364.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -159368.453125 Penalty: 782.521912
	Iteration 21Q: 3 clusters Score -159368.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -159371.250000 Penalty: 782.521912
	Iteration 22Q: 3 clusters Score -159371.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -159373.562500 Penalty: 782.521912
	Iteration 23Q: 3 clusters Score -159373.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -159375.593750 Penalty: 782.521912
	Iteration 24Q: 3 clusters Score -159375.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -159376.390625 Penalty: 782.521912
	Iteration 25Q: 3 clusters Score -159376.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -159377.109375 Penalty: 782.521912
	Iteration 26Q: 3 clusters Score -159377.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -159377.593750 Penalty: 782.521912
	Iteration 27Q: 3 clusters Score -159377.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -159377.921875 Penalty: 782.521912
	Iteration 28Q: 3 clusters Score -159377.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -159378.562500 Penalty: 782.521912
	Iteration 29Q: 3 clusters Score -159378.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -159378.593750 Penalty: 782.521912
	Iteration 30Q: 3 clusters Score -159378.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -159378.796875 Penalty: 782.521912
	Iteration 31Q: 3 clusters Score -159378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -159378.812500 Penalty: 782.521912
	Iteration 32Q: 3 clusters Score -159378.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -159378.843750 Penalty: 782.521912
	Iteration 33Q: 3 clusters Score -159378.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -159378.843750 Penalty: 782.521912
	Iteration 34F: 3 clusters Score -159378.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150445 members 
Mstep: Class 2 contains 9597 members 
Mstep: Class 3 contains 57226 members 
Mstep: Class 4 contains 115057 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24162 members 
Mstep: Class 8 contains 63400 members 
Mstep: Class 9 contains 15685 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 3069 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 8889 members 
Mstep: Class 22 contains 1424 members 
Mstep: Class 23 contains 2358 members 
Entering Unmasked Estep 
Score: -15733578.000000 Penalty: 13779.833984
Splitting cluster 15 changes total score from -15733785.000000 to -15733578.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (1977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Entering Unmasked Estep 
Score: -62080.664062 Penalty: 345.314789
	Iteration 0F: 2 clusters Score -62080.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -60666.421875 Penalty: 690.629578
	Iteration 0F: 3 clusters Score -60666.42 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -61107.027344 Penalty: 690.629578
	Iteration 1F: 3 clusters Score -61107.03 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -61157.171875 Penalty: 690.629578
	Iteration 2F: 3 clusters Score -61157.17 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -61199.085938 Penalty: 690.629578
	Iteration 3Q: 3 clusters Score -61199.09 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -61234.710938 Penalty: 690.629578
	Iteration 4Q: 3 clusters Score -61234.71 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -61267.156250 Penalty: 690.629578
	Iteration 5Q: 3 clusters Score -61267.16 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -61308.515625 Penalty: 690.629578
	Iteration 6Q: 3 clusters Score -61308.52 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -61367.832031 Penalty: 690.629578
	Iteration 7Q: 3 clusters Score -61367.83 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -61412.281250 Penalty: 690.629578
	Iteration 8Q: 3 clusters Score -61412.28 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -61460.328125 Penalty: 690.629578
	Iteration 9Q: 3 clusters Score -61460.33 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -61514.480469 Penalty: 690.629578
	Iteration 10Q: 3 clusters Score -61514.48 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -61572.007812 Penalty: 690.629578
	Iteration 11Q: 3 clusters Score -61572.01 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -61624.335938 Penalty: 690.629578
	Iteration 12Q: 3 clusters Score -61624.34 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -61658.621094 Penalty: 690.629578
	Iteration 13Q: 3 clusters Score -61658.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -61688.175781 Penalty: 690.629578
	Iteration 14Q: 3 clusters Score -61688.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -61713.085938 Penalty: 690.629578
	Iteration 15Q: 3 clusters Score -61713.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -61731.054688 Penalty: 690.629578
	Iteration 16Q: 3 clusters Score -61731.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -61741.398438 Penalty: 690.629578
	Iteration 17Q: 3 clusters Score -61741.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -61753.660156 Penalty: 690.629578
	Iteration 18Q: 3 clusters Score -61753.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -61770.199219 Penalty: 690.629578
	Iteration 19Q: 3 clusters Score -61770.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -61783.976562 Penalty: 690.629578
	Iteration 20F: 3 clusters Score -61783.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -61795.941406 Penalty: 690.629578
	Iteration 21Q: 3 clusters Score -61795.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -61798.828125 Penalty: 690.629578
	Iteration 22Q: 3 clusters Score -61798.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -61805.398438 Penalty: 690.629578
	Iteration 23Q: 3 clusters Score -61805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -61808.398438 Penalty: 690.629578
	Iteration 24Q: 3 clusters Score -61808.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -61808.871094 Penalty: 690.629578
	Iteration 25Q: 3 clusters Score -61808.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -61810.484375 Penalty: 690.629578
	Iteration 26Q: 3 clusters Score -61810.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -61815.027344 Penalty: 690.629578
	Iteration 27Q: 3 clusters Score -61815.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -61817.078125 Penalty: 690.629578
	Iteration 28Q: 3 clusters Score -61817.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -61822.207031 Penalty: 690.629578
	Iteration 29Q: 3 clusters Score -61822.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -61828.593750 Penalty: 690.629578
	Iteration 30Q: 3 clusters Score -61828.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -61828.593750 Penalty: 690.629578
	Iteration 31F: 3 clusters Score -61828.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Entering Unmasked Estep 
Score: -15405.971680 Penalty: 276.844727
	Iteration 0F: 2 clusters Score -15405.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -14951.500977 Penalty: 553.689453
	Iteration 0F: 3 clusters Score -14951.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -15019.593750 Penalty: 553.689453
	Iteration 1F: 3 clusters Score -15019.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -15038.771484 Penalty: 553.689453
	Iteration 2F: 3 clusters Score -15038.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -15053.523438 Penalty: 553.689453
	Iteration 3Q: 3 clusters Score -15053.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -15063.974609 Penalty: 553.689453
	Iteration 4Q: 3 clusters Score -15063.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -15071.752930 Penalty: 553.689453
	Iteration 5Q: 3 clusters Score -15071.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -15077.041992 Penalty: 553.689453
	Iteration 6Q: 3 clusters Score -15077.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15077.293945 Penalty: 553.689453
	Iteration 7Q: 3 clusters Score -15077.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -15077.293945 Penalty: 553.689453
	Iteration 8F: 3 clusters Score -15077.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Entering Unmasked Estep 
Score: -62245.882812 Penalty: 349.447998
	Iteration 0F: 2 clusters Score -62245.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -60754.300781 Penalty: 698.895996
	Iteration 0F: 3 clusters Score -60754.3 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -61357.164062 Penalty: 698.895996
	Iteration 1F: 3 clusters Score -61357.16 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -61531.683594 Penalty: 698.895996
	Iteration 2F: 3 clusters Score -61531.68 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -61681.582031 Penalty: 698.895996
	Iteration 3F: 3 clusters Score -61681.58 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -61802.125000 Penalty: 698.895996
	Iteration 4F: 3 clusters Score -61802.12 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -61871.195312 Penalty: 698.895996
	Iteration 5Q: 3 clusters Score -61871.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -61927.718750 Penalty: 698.895996
	Iteration 6Q: 3 clusters Score -61927.72 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -61966.093750 Penalty: 698.895996
	Iteration 7Q: 3 clusters Score -61966.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -61986.246094 Penalty: 698.895996
	Iteration 8Q: 3 clusters Score -61986.25 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -61994.363281 Penalty: 698.895996
	Iteration 9Q: 3 clusters Score -61994.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -61998.253906 Penalty: 698.895996
	Iteration 10Q: 3 clusters Score -61998.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -62003.097656 Penalty: 698.895996
	Iteration 11Q: 3 clusters Score -62003.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -62008.601562 Penalty: 698.895996
	Iteration 12Q: 3 clusters Score -62008.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -62015.656250 Penalty: 698.895996
	Iteration 13Q: 3 clusters Score -62015.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -62023.062500 Penalty: 698.895996
	Iteration 14Q: 3 clusters Score -62023.06 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -62026.449219 Penalty: 698.895996
	Iteration 15Q: 3 clusters Score -62026.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -62028.804688 Penalty: 698.895996
	Iteration 16Q: 3 clusters Score -62028.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -62034.949219 Penalty: 698.895996
	Iteration 17Q: 3 clusters Score -62034.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -62037.589844 Penalty: 698.895996
	Iteration 18Q: 3 clusters Score -62037.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -62038.746094 Penalty: 698.895996
	Iteration 19Q: 3 clusters Score -62038.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -62039.886719 Penalty: 698.895996
	Iteration 20F: 3 clusters Score -62039.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -62041.007812 Penalty: 698.895996
	Iteration 21Q: 3 clusters Score -62041.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -62041.578125 Penalty: 698.895996
	Iteration 22Q: 3 clusters Score -62041.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -62044.542969 Penalty: 698.895996
	Iteration 23Q: 3 clusters Score -62044.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -62046.570312 Penalty: 698.895996
	Iteration 24Q: 3 clusters Score -62046.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -62048.035156 Penalty: 698.895996
	Iteration 25Q: 3 clusters Score -62048.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -62048.238281 Penalty: 698.895996
	Iteration 26Q: 3 clusters Score -62048.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -62048.667969 Penalty: 698.895996
	Iteration 27Q: 3 clusters Score -62048.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62049.476562 Penalty: 698.895996
	Iteration 28Q: 3 clusters Score -62049.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -62049.476562 Penalty: 698.895996
	Iteration 29F: 3 clusters Score -62049.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6036 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Entering Unmasked Estep 
Score: -192995.281250 Penalty: 396.100098
	Iteration 0F: 2 clusters Score -192995.3 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 3058 members 
Entering Unmasked Estep 
Score: -188943.187500 Penalty: 792.200195
	Iteration 0F: 3 clusters Score -188943.2 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -190629.531250 Penalty: 792.200195
	Iteration 1F: 3 clusters Score -190629.5 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -190923.796875 Penalty: 792.200195
	Iteration 2F: 3 clusters Score -190923.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -191296.953125 Penalty: 792.200195
	Iteration 3F: 3 clusters Score -191297 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -191792.234375 Penalty: 792.200195
	Iteration 4F: 3 clusters Score -191792.2 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -192211.312500 Penalty: 792.200195
	Iteration 5F: 3 clusters Score -192211.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -192476.562500 Penalty: 792.200195
	Iteration 6Q: 3 clusters Score -192476.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -192616.640625 Penalty: 792.200195
	Iteration 7Q: 3 clusters Score -192616.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -192690.640625 Penalty: 792.200195
	Iteration 8Q: 3 clusters Score -192690.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -192735.156250 Penalty: 792.200195
	Iteration 9Q: 3 clusters Score -192735.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -192766.640625 Penalty: 792.200195
	Iteration 10Q: 3 clusters Score -192766.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -192795.296875 Penalty: 792.200195
	Iteration 11Q: 3 clusters Score -192795.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -192812.093750 Penalty: 792.200195
	Iteration 12Q: 3 clusters Score -192812.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -192823.734375 Penalty: 792.200195
	Iteration 13Q: 3 clusters Score -192823.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -192833.890625 Penalty: 792.200195
	Iteration 14Q: 3 clusters Score -192833.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -192839.250000 Penalty: 792.200195
	Iteration 15Q: 3 clusters Score -192839.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -192843.593750 Penalty: 792.200195
	Iteration 16Q: 3 clusters Score -192843.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -192848.828125 Penalty: 792.200195
	Iteration 17Q: 3 clusters Score -192848.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -192857.906250 Penalty: 792.200195
	Iteration 18Q: 3 clusters Score -192857.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -192863.500000 Penalty: 792.200195
	Iteration 19Q: 3 clusters Score -192863.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -192871.296875 Penalty: 792.200195
	Iteration 20F: 3 clusters Score -192871.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -192874.843750 Penalty: 792.200195
	Iteration 21Q: 3 clusters Score -192874.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -192878.828125 Penalty: 792.200195
	Iteration 22Q: 3 clusters Score -192878.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -192884.546875 Penalty: 792.200195
	Iteration 23Q: 3 clusters Score -192884.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -192891.453125 Penalty: 792.200195
	Iteration 24Q: 3 clusters Score -192891.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -192895.640625 Penalty: 792.200195
	Iteration 25Q: 3 clusters Score -192895.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -192899.265625 Penalty: 792.200195
	Iteration 26Q: 3 clusters Score -192899.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -192901.796875 Penalty: 792.200195
	Iteration 27Q: 3 clusters Score -192901.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -192903.390625 Penalty: 792.200195
	Iteration 28Q: 3 clusters Score -192903.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -192904.703125 Penalty: 792.200195
	Iteration 29Q: 3 clusters Score -192904.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -192906.328125 Penalty: 792.200195
	Iteration 30Q: 3 clusters Score -192906.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -192910.484375 Penalty: 792.200195
	Iteration 31Q: 3 clusters Score -192910.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -192912.937500 Penalty: 792.200195
	Iteration 32Q: 3 clusters Score -192912.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -192914.078125 Penalty: 792.200195
	Iteration 33Q: 3 clusters Score -192914.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -192915.250000 Penalty: 792.200195
	Iteration 34Q: 3 clusters Score -192915.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -192916.625000 Penalty: 792.200195
	Iteration 35Q: 3 clusters Score -192916.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -192916.953125 Penalty: 792.200195
	Iteration 36Q: 3 clusters Score -192917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -192917.421875 Penalty: 792.200195
	Iteration 37Q: 3 clusters Score -192917.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -192917.765625 Penalty: 792.200195
	Iteration 38Q: 3 clusters Score -192917.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -192917.765625 Penalty: 792.200195
	Iteration 39F: 3 clusters Score -192917.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (5002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Entering Unmasked Estep 
Score: -160168.156250 Penalty: 387.550507
	Iteration 0F: 2 clusters Score -160168.2 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 2475 members 
Entering Unmasked Estep 
Score: -156773.312500 Penalty: 775.101013
	Iteration 0F: 3 clusters Score -156773.3 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -158070.796875 Penalty: 775.101013
	Iteration 1F: 3 clusters Score -158070.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -158257.593750 Penalty: 775.101013
	Iteration 2F: 3 clusters Score -158257.6 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -158488.296875 Penalty: 775.101013
	Iteration 3F: 3 clusters Score -158488.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -158730.609375 Penalty: 775.101013
	Iteration 4F: 3 clusters Score -158730.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -158968.546875 Penalty: 775.101013
	Iteration 5F: 3 clusters Score -158968.5 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -159217.906250 Penalty: 775.101013
	Iteration 6F: 3 clusters Score -159217.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -159456.359375 Penalty: 775.101013
	Iteration 7Q: 3 clusters Score -159456.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -159581.093750 Penalty: 775.101013
	Iteration 8Q: 3 clusters Score -159581.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -159664.343750 Penalty: 775.101013
	Iteration 9Q: 3 clusters Score -159664.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -159724.812500 Penalty: 775.101013
	Iteration 10Q: 3 clusters Score -159724.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -159762.015625 Penalty: 775.101013
	Iteration 11Q: 3 clusters Score -159762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -159796.953125 Penalty: 775.101013
	Iteration 12Q: 3 clusters Score -159797 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -159823.125000 Penalty: 775.101013
	Iteration 13Q: 3 clusters Score -159823.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -159842.921875 Penalty: 775.101013
	Iteration 14Q: 3 clusters Score -159842.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -159864.968750 Penalty: 775.101013
	Iteration 15Q: 3 clusters Score -159865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -159883.593750 Penalty: 775.101013
	Iteration 16Q: 3 clusters Score -159883.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -159889.000000 Penalty: 775.101013
	Iteration 17Q: 3 clusters Score -159889 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -159890.687500 Penalty: 775.101013
	Iteration 18Q: 3 clusters Score -159890.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -159891.343750 Penalty: 775.101013
	Iteration 19Q: 3 clusters Score -159891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -159892.375000 Penalty: 775.101013
	Iteration 20F: 3 clusters Score -159892.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -159893.875000 Penalty: 775.101013
	Iteration 21Q: 3 clusters Score -159893.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -159896.046875 Penalty: 775.101013
	Iteration 22Q: 3 clusters Score -159896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -159896.671875 Penalty: 775.101013
	Iteration 23Q: 3 clusters Score -159896.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -159896.937500 Penalty: 775.101013
	Iteration 24Q: 3 clusters Score -159896.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -159897.250000 Penalty: 775.101013
	Iteration 25Q: 3 clusters Score -159897.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -159897.250000 Penalty: 775.101013
	Iteration 26F: 3 clusters Score -159897.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (8889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Entering Unmasked Estep 
Score: -269653.687500 Penalty: 413.711945
	Iteration 0F: 2 clusters Score -269653.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -263648.093750 Penalty: 827.423889
	Iteration 0F: 3 clusters Score -263648.1 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -266487.000000 Penalty: 827.423889
	Iteration 1F: 3 clusters Score -266487 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -267110.156250 Penalty: 827.423889
	Iteration 2F: 3 clusters Score -267110.2 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -267850.875000 Penalty: 827.423889
	Iteration 3F: 3 clusters Score -267850.9 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -268499.625000 Penalty: 827.423889
	Iteration 4F: 3 clusters Score -268499.6 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -268813.718750 Penalty: 827.423889
	Iteration 5F: 3 clusters Score -268813.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -269008.468750 Penalty: 827.423889
	Iteration 6Q: 3 clusters Score -269008.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -269178.843750 Penalty: 827.423889
	Iteration 7Q: 3 clusters Score -269178.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -269319.250000 Penalty: 827.423889
	Iteration 8Q: 3 clusters Score -269319.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -269420.781250 Penalty: 827.423889
	Iteration 9Q: 3 clusters Score -269420.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -269491.625000 Penalty: 827.423889
	Iteration 10Q: 3 clusters Score -269491.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -269542.156250 Penalty: 827.423889
	Iteration 11Q: 3 clusters Score -269542.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -269569.687500 Penalty: 827.423889
	Iteration 12Q: 3 clusters Score -269569.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -269582.593750 Penalty: 827.423889
	Iteration 13Q: 3 clusters Score -269582.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -269598.781250 Penalty: 827.423889
	Iteration 14Q: 3 clusters Score -269598.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -269613.843750 Penalty: 827.423889
	Iteration 15Q: 3 clusters Score -269613.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -269626.187500 Penalty: 827.423889
	Iteration 16Q: 3 clusters Score -269626.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -269636.250000 Penalty: 827.423889
	Iteration 17Q: 3 clusters Score -269636.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -269643.250000 Penalty: 827.423889
	Iteration 18Q: 3 clusters Score -269643.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -269647.750000 Penalty: 827.423889
	Iteration 19Q: 3 clusters Score -269647.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -269651.968750 Penalty: 827.423889
	Iteration 20F: 3 clusters Score -269652 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -269654.687500 Penalty: 827.423889
	Iteration 21Q: 3 clusters Score -269654.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -269659.812500 Penalty: 827.423889
	Iteration 22Q: 3 clusters Score -269659.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -269663.937500 Penalty: 827.423889
	Iteration 23Q: 3 clusters Score -269663.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -269666.375000 Penalty: 827.423889
	Iteration 24Q: 3 clusters Score -269666.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -269667.281250 Penalty: 827.423889
	Iteration 25Q: 3 clusters Score -269667.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -269668.906250 Penalty: 827.423889
	Iteration 26Q: 3 clusters Score -269668.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -269671.031250 Penalty: 827.423889
	Iteration 27Q: 3 clusters Score -269671 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -269674.250000 Penalty: 827.423889
	Iteration 28Q: 3 clusters Score -269674.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -269677.406250 Penalty: 827.423889
	Iteration 29Q: 3 clusters Score -269677.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -269680.781250 Penalty: 827.423889
	Iteration 30Q: 3 clusters Score -269680.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -269687.156250 Penalty: 827.423889
	Iteration 31Q: 3 clusters Score -269687.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -269692.281250 Penalty: 827.423889
	Iteration 32Q: 3 clusters Score -269692.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -269693.250000 Penalty: 827.423889
	Iteration 33Q: 3 clusters Score -269693.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -269694.437500 Penalty: 827.423889
	Iteration 34Q: 3 clusters Score -269694.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -269694.468750 Penalty: 827.423889
	Iteration 35Q: 3 clusters Score -269694.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -269695.343750 Penalty: 827.423889
	Iteration 36Q: 3 clusters Score -269695.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -269696.468750 Penalty: 827.423889
	Iteration 37Q: 3 clusters Score -269696.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -269697.062500 Penalty: 827.423889
	Iteration 38Q: 3 clusters Score -269697.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -269696.500000 Penalty: 827.423889
	Iteration 39Q: 3 clusters Score -269696.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -269697.031250 Penalty: 827.423889
	Iteration 40F: 3 clusters Score -269697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 150445 members 
Mstep: Class 2 contains 9597 members 
Mstep: Class 3 contains 57226 members 
Mstep: Class 4 contains 115057 members 
Mstep: Class 5 contains 8850 members 
Mstep: Class 6 contains 6929 members 
Mstep: Class 7 contains 24162 members 
Mstep: Class 8 contains 63400 members 
Mstep: Class 9 contains 15685 members 
Mstep: Class 10 contains 208 members 
Mstep: Class 11 contains 2491 members 
Mstep: Class 12 contains 4079 members 
Mstep: Class 13 contains 31463 members 
Mstep: Class 14 contains 2134 members 
Mstep: Class 15 contains 5427 members 
Mstep: Class 16 contains 1977 members 
Mstep: Class 17 contains 439 members 
Mstep: Class 18 contains 2165 members 
Mstep: Class 19 contains 6036 members 
Mstep: Class 20 contains 5002 members 
Mstep: Class 21 contains 7419 members 
Mstep: Class 22 contains 1424 members 
Mstep: Class 23 contains 1470 members 
Entering Unmasked Estep 
Score: -15733654.000000 Penalty: 13779.833984
Splitting cluster 21 changes total score from -15733785.000000 to -15733654.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (1424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Entering Unmasked Estep 
Score: -38242.140625 Penalty: 330.385742
	Iteration 0F: 2 clusters Score -38242.14 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -37180.832031 Penalty: 660.771484
	Iteration 0F: 3 clusters Score -37180.83 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -37585.316406 Penalty: 660.771484
	Iteration 1F: 3 clusters Score -37585.32 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -37695.925781 Penalty: 660.771484
	Iteration 2F: 3 clusters Score -37695.93 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -37766.527344 Penalty: 660.771484
	Iteration 3F: 3 clusters Score -37766.53 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -37827.570312 Penalty: 660.771484
	Iteration 4F: 3 clusters Score -37827.57 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -37872.277344 Penalty: 660.771484
	Iteration 5Q: 3 clusters Score -37872.28 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -37909.562500 Penalty: 660.771484
	Iteration 6Q: 3 clusters Score -37909.56 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -37926.746094 Penalty: 660.771484
	Iteration 7Q: 3 clusters Score -37926.75 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -37933.925781 Penalty: 660.771484
	Iteration 8Q: 3 clusters Score -37933.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -37941.097656 Penalty: 660.771484
	Iteration 9Q: 3 clusters Score -37941.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -37952.421875 Penalty: 660.771484
	Iteration 10Q: 3 clusters Score -37952.42 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -37966.246094 Penalty: 660.771484
	Iteration 11Q: 3 clusters Score -37966.25 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -37980.406250 Penalty: 660.771484
	Iteration 12Q: 3 clusters Score -37980.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -38002.886719 Penalty: 660.771484
	Iteration 13Q: 3 clusters Score -38002.89 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -38022.218750 Penalty: 660.771484
	Iteration 14Q: 3 clusters Score -38022.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -38038.832031 Penalty: 660.771484
	Iteration 15Q: 3 clusters Score -38038.83 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -38059.445312 Penalty: 660.771484
	Iteration 16Q: 3 clusters Score -38059.45 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -38074.773438 Penalty: 660.771484
	Iteration 17Q: 3 clusters Score -38074.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -38089.574219 Penalty: 660.771484
	Iteration 18Q: 3 clusters Score -38089.57 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -38099.035156 Penalty: 660.771484
	Iteration 19Q: 3 clusters Score -38099.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -38106.453125 Penalty: 660.771484
	Iteration 20F: 3 clusters Score -38106.45 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -38114.660156 Penalty: 660.771484
	Iteration 21Q: 3 clusters Score -38114.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -38120.062500 Penalty: 660.771484
	Iteration 22Q: 3 clusters Score -38120.06 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -38130.800781 Penalty: 660.771484
	Iteration 23Q: 3 clusters Score -38130.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -38139.515625 Penalty: 660.771484
	Iteration 24Q: 3 clusters Score -38139.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -38145.113281 Penalty: 660.771484
	Iteration 25Q: 3 clusters Score -38145.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -38148.335938 Penalty: 660.771484
	Iteration 26Q: 3 clusters Score -38148.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -38151.234375 Penalty: 660.771484
	Iteration 27Q: 3 clusters Score -38151.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -38154.460938 Penalty: 660.771484
	Iteration 28Q: 3 clusters Score -38154.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -38156.449219 Penalty: 660.771484
	Iteration 29Q: 3 clusters Score -38156.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -38156.519531 Penalty: 660.771484
	Iteration 30Q: 3 clusters Score -38156.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -38156.519531 Penalty: 660.771484
	Iteration 31F: 3 clusters Score -38156.52 nChanged 0
22->23 Clusters: Score -15733785.000000, best is -15736391.000000

Starting from 23 clusters...
--- Clustering full data set of 523108 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 23636 members 
Mstep: Class 3 contains 23704 members 
Mstep: Class 4 contains 23657 members 
Mstep: Class 5 contains 23427 members 
Mstep: Class 6 contains 24039 members 
Mstep: Class 7 contains 24048 members 
Mstep: Class 8 contains 23878 members 
Mstep: Class 9 contains 23800 members 
Mstep: Class 10 contains 23888 members 
Mstep: Class 11 contains 23813 members 
Mstep: Class 12 contains 23752 members 
Mstep: Class 13 contains 23972 members 
Mstep: Class 14 contains 23515 members 
Mstep: Class 15 contains 23685 members 
Mstep: Class 16 contains 23833 members 
Mstep: Class 17 contains 23754 members 
Mstep: Class 18 contains 23931 members 
Mstep: Class 19 contains 23613 members 
Mstep: Class 20 contains 23636 members 
Mstep: Class 21 contains 23843 members 
Mstep: Class 22 contains 24047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 104.988510 but Gain 599.123047
Score: -13781654.000000 Penalty: 12581.587891
Iteration 0F: 22 clusters Score -1.378165e+07 nChanged 497464
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 14293 members 
Mstep: Class 3 contains 21116 members 
Mstep: Class 4 contains 21403 members 
Mstep: Class 5 contains 9590 members 
Mstep: Class 6 contains 22960 members 
Mstep: Class 7 contains 30760 members 
Mstep: Class 8 contains 22419 members 
Mstep: Class 9 contains 83997 members 
Mstep: Class 10 contains 44497 members 
Mstep: Class 11 contains 31629 members 
Mstep: Class 13 contains 42420 members 
Mstep: Class 14 contains 11316 members 
Mstep: Class 15 contains 11014 members 
Mstep: Class 16 contains 21044 members 
Mstep: Class 17 contains 16280 members 
Mstep: Class 18 contains 29043 members 
Mstep: Class 19 contains 20452 members 
Mstep: Class 20 contains 20068 members 
Mstep: Class 21 contains 18980 members 
Mstep: Class 22 contains 20796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14977241.000000 Penalty: 12581.587891
Iteration 1F: 22 clusters Score -1.497724e+07 nChanged 172396
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 13481 members 
Mstep: Class 3 contains 18222 members 
Mstep: Class 4 contains 15902 members 
Mstep: Class 5 contains 11218 members 
Mstep: Class 6 contains 21238 members 
Mstep: Class 7 contains 28379 members 
Mstep: Class 8 contains 20400 members 
Mstep: Class 9 contains 100890 members 
Mstep: Class 10 contains 61996 members 
Mstep: Class 11 contains 49095 members 
Mstep: Class 13 contains 39296 members 
Mstep: Class 14 contains 6746 members 
Mstep: Class 15 contains 7981 members 
Mstep: Class 16 contains 11927 members 
Mstep: Class 17 contains 11171 members 
Mstep: Class 18 contains 30174 members 
Mstep: Class 19 contains 17090 members 
Mstep: Class 20 contains 19026 members 
Mstep: Class 21 contains 13473 members 
Mstep: Class 22 contains 18546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15173741.000000 Penalty: 12581.587891
Iteration 2F: 22 clusters Score -1.517374e+07 nChanged 118045
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 12172 members 
Mstep: Class 3 contains 18186 members 
Mstep: Class 4 contains 11063 members 
Mstep: Class 5 contains 13718 members 
Mstep: Class 6 contains 21915 members 
Mstep: Class 7 contains 27459 members 
Mstep: Class 8 contains 18694 members 
Mstep: Class 9 contains 117109 members 
Mstep: Class 10 contains 73582 members 
Mstep: Class 11 contains 58892 members 
Mstep: Class 13 contains 35026 members 
Mstep: Class 14 contains 3760 members 
Mstep: Class 15 contains 4937 members 
Mstep: Class 16 contains 6371 members 
Mstep: Class 17 contains 7268 members 
Mstep: Class 18 contains 29964 members 
Mstep: Class 19 contains 14821 members 
Mstep: Class 20 contains 20106 members 
Mstep: Class 21 contains 8892 members 
Mstep: Class 22 contains 14102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15313775.000000 Penalty: 12581.587891
Iteration 3F: 22 clusters Score -1.531378e+07 nChanged 95437
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 10382 members 
Mstep: Class 3 contains 19107 members 
Mstep: Class 4 contains 6696 members 
Mstep: Class 5 contains 16908 members 
Mstep: Class 6 contains 23225 members 
Mstep: Class 7 contains 27391 members 
Mstep: Class 8 contains 16666 members 
Mstep: Class 9 contains 131215 members 
Mstep: Class 10 contains 84025 members 
Mstep: Class 11 contains 64660 members 
Mstep: Class 13 contains 29746 members 
Mstep: Class 14 contains 2130 members 
Mstep: Class 15 contains 2607 members 
Mstep: Class 16 contains 3304 members 
Mstep: Class 17 contains 4656 members 
Mstep: Class 18 contains 28282 members 
Mstep: Class 19 contains 13344 members 
Mstep: Class 20 contains 19829 members 
Mstep: Class 21 contains 5842 members 
Mstep: Class 22 contains 9564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15442834.000000 Penalty: 12581.587891
Iteration 4F: 22 clusters Score -1.544283e+07 nChanged 78860
Entering Unmasked Mstep 
Mstep: Class 0 contains 69 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 8286 members 
Mstep: Class 3 contains 19486 members 
Mstep: Class 4 contains 3606 members 
Mstep: Class 5 contains 20110 members 
Mstep: Class 6 contains 24108 members 
Mstep: Class 7 contains 27367 members 
Mstep: Class 8 contains 13872 members 
Mstep: Class 9 contains 140028 members 
Mstep: Class 10 contains 97825 members 
Mstep: Class 11 contains 68362 members 
Mstep: Class 13 contains 24361 members 
Mstep: Class 14 contains 1308 members 
Mstep: Class 15 contains 1258 members 
Mstep: Class 16 contains 1690 members 
Mstep: Class 17 contains 3189 members 
Mstep: Class 18 contains 24489 members 
Mstep: Class 19 contains 12754 members 
Mstep: Class 20 contains 18596 members 
Mstep: Class 21 contains 4244 members 
Mstep: Class 22 contains 5699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 537.347961 but Gain 599.123047
Score: -15544286.000000 Penalty: 11982.464844
Iteration 5F: 21 clusters Score -1.554429e+07 nChanged 60791
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6079 members 
Mstep: Class 3 contains 18927 members 
Mstep: Class 4 contains 2045 members 
Mstep: Class 5 contains 22289 members 
Mstep: Class 6 contains 23932 members 
Mstep: Class 7 contains 26217 members 
Mstep: Class 8 contains 11239 members 
Mstep: Class 9 contains 144923 members 
Mstep: Class 10 contains 110232 members 
Mstep: Class 11 contains 73792 members 
Mstep: Class 13 contains 19845 members 
Mstep: Class 14 contains 984 members 
Mstep: Class 16 contains 1126 members 
Mstep: Class 17 contains 2554 members 
Mstep: Class 18 contains 19930 members 
Mstep: Class 19 contains 12853 members 
Mstep: Class 20 contains 17577 members 
Mstep: Class 21 contains 3506 members 
Mstep: Class 22 contains 3324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15602983.000000 Penalty: 11982.464844
Iteration 6F: 21 clusters Score -1.560298e+07 nChanged 43223
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 4124 members 
Mstep: Class 3 contains 18118 members 
Mstep: Class 4 contains 1421 members 
Mstep: Class 5 contains 23892 members 
Mstep: Class 6 contains 23090 members 
Mstep: Class 7 contains 24555 members 
Mstep: Class 8 contains 9196 members 
Mstep: Class 9 contains 147519 members 
Mstep: Class 10 contains 118046 members 
Mstep: Class 11 contains 79631 members 
Mstep: Class 13 contains 16074 members 
Mstep: Class 14 contains 911 members 
Mstep: Class 16 contains 1122 members 
Mstep: Class 17 contains 2367 members 
Mstep: Class 18 contains 16190 members 
Mstep: Class 19 contains 13391 members 
Mstep: Class 20 contains 17172 members 
Mstep: Class 21 contains 3058 members 
Mstep: Class 22 contains 2068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15631725.000000 Penalty: 11982.464844
Iteration 7F: 21 clusters Score -1.563172e+07 nChanged 30940
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2703 members 
Mstep: Class 3 contains 17171 members 
Mstep: Class 4 contains 1212 members 
Mstep: Class 5 contains 25290 members 
Mstep: Class 6 contains 22385 members 
Mstep: Class 7 contains 22981 members 
Mstep: Class 8 contains 7812 members 
Mstep: Class 9 contains 149358 members 
Mstep: Class 10 contains 123180 members 
Mstep: Class 11 contains 84273 members 
Mstep: Class 13 contains 13105 members 
Mstep: Class 14 contains 926 members 
Mstep: Class 16 contains 1254 members 
Mstep: Class 17 contains 2429 members 
Mstep: Class 18 contains 13458 members 
Mstep: Class 19 contains 13940 members 
Mstep: Class 20 contains 16662 members 
Mstep: Class 21 contains 2782 members 
Mstep: Class 22 contains 1374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15649703.000000 Penalty: 11982.464844
Iteration 8F: 21 clusters Score -1.56497e+07 nChanged 23050
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1918 members 
Mstep: Class 3 contains 16296 members 
Mstep: Class 4 contains 1196 members 
Mstep: Class 5 contains 26448 members 
Mstep: Class 6 contains 21798 members 
Mstep: Class 7 contains 21556 members 
Mstep: Class 8 contains 6970 members 
Mstep: Class 9 contains 150308 members 
Mstep: Class 10 contains 126512 members 
Mstep: Class 11 contains 88070 members 
Mstep: Class 13 contains 10820 members 
Mstep: Class 14 contains 967 members 
Mstep: Class 16 contains 1439 members 
Mstep: Class 17 contains 2650 members 
Mstep: Class 18 contains 11456 members 
Mstep: Class 19 contains 14309 members 
Mstep: Class 20 contains 16170 members 
Mstep: Class 21 contains 2624 members 
Mstep: Class 22 contains 973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15661722.000000 Penalty: 11982.464844
Iteration 9Q: 21 clusters Score -1.566172e+07 nChanged 18428
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 1484 members 
Mstep: Class 3 contains 15582 members 
Mstep: Class 4 contains 1252 members 
Mstep: Class 5 contains 27402 members 
Mstep: Class 6 contains 21347 members 
Mstep: Class 7 contains 20343 members 
Mstep: Class 8 contains 6521 members 
Mstep: Class 9 contains 150625 members 
Mstep: Class 10 contains 128847 members 
Mstep: Class 11 contains 91159 members 
Mstep: Class 13 contains 8976 members 
Mstep: Class 14 contains 1066 members 
Mstep: Class 16 contains 1676 members 
Mstep: Class 17 contains 2954 members 
Mstep: Class 18 contains 9818 members 
Mstep: Class 19 contains 14546 members 
Mstep: Class 20 contains 15720 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 527.945007 but Gain 599.124023
Score: -15670557.000000 Penalty: 11383.340820
Iteration 10Q: 20 clusters Score -1.567056e+07 nChanged 15633
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 14973 members 
Mstep: Class 4 contains 1371 members 
Mstep: Class 5 contains 28212 members 
Mstep: Class 6 contains 21046 members 
Mstep: Class 7 contains 19641 members 
Mstep: Class 8 contains 6291 members 
Mstep: Class 9 contains 150700 members 
Mstep: Class 10 contains 130609 members 
Mstep: Class 11 contains 93506 members 
Mstep: Class 13 contains 7558 members 
Mstep: Class 14 contains 1208 members 
Mstep: Class 16 contains 1952 members 
Mstep: Class 17 contains 3255 members 
Mstep: Class 18 contains 8489 members 
Mstep: Class 19 contains 14700 members 
Mstep: Class 20 contains 15361 members 
Mstep: Class 21 contains 2485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15677610.000000 Penalty: 11383.340820
Iteration 11Q: 20 clusters Score -1.567761e+07 nChanged 12486
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 1142 members 
Mstep: Class 3 contains 14455 members 
Mstep: Class 4 contains 1546 members 
Mstep: Class 5 contains 28834 members 
Mstep: Class 6 contains 20797 members 
Mstep: Class 7 contains 18918 members 
Mstep: Class 8 contains 6227 members 
Mstep: Class 9 contains 150069 members 
Mstep: Class 10 contains 131857 members 
Mstep: Class 11 contains 95470 members 
Mstep: Class 13 contains 6457 members 
Mstep: Class 14 contains 1376 members 
Mstep: Class 16 contains 2199 members 
Mstep: Class 17 contains 3536 members 
Mstep: Class 18 contains 7424 members 
Mstep: Class 19 contains 14786 members 
Mstep: Class 20 contains 15075 members 
Mstep: Class 21 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15682373.000000 Penalty: 11383.340820
Iteration 12Q: 20 clusters Score -1.568237e+07 nChanged 10499
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1066 members 
Mstep: Class 3 contains 14017 members 
Mstep: Class 4 contains 1754 members 
Mstep: Class 5 contains 29343 members 
Mstep: Class 6 contains 20595 members 
Mstep: Class 7 contains 18420 members 
Mstep: Class 8 contains 6276 members 
Mstep: Class 9 contains 149109 members 
Mstep: Class 10 contains 132937 members 
Mstep: Class 11 contains 97084 members 
Mstep: Class 13 contains 5563 members 
Mstep: Class 14 contains 1579 members 
Mstep: Class 16 contains 2435 members 
Mstep: Class 17 contains 3731 members 
Mstep: Class 18 contains 6537 members 
Mstep: Class 19 contains 14870 members 
Mstep: Class 20 contains 14858 members 
Mstep: Class 21 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15685842.000000 Penalty: 11383.340820
Iteration 13Q: 20 clusters Score -1.568584e+07 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1028 members 
Mstep: Class 3 contains 13632 members 
Mstep: Class 4 contains 1979 members 
Mstep: Class 5 contains 29737 members 
Mstep: Class 6 contains 20458 members 
Mstep: Class 7 contains 18062 members 
Mstep: Class 8 contains 6429 members 
Mstep: Class 9 contains 147922 members 
Mstep: Class 10 contains 133821 members 
Mstep: Class 11 contains 98444 members 
Mstep: Class 13 contains 4861 members 
Mstep: Class 14 contains 1827 members 
Mstep: Class 16 contains 2647 members 
Mstep: Class 17 contains 3869 members 
Mstep: Class 18 contains 5812 members 
Mstep: Class 19 contains 14969 members 
Mstep: Class 20 contains 14687 members 
Mstep: Class 21 contains 2390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15688409.000000 Penalty: 11383.340820
Iteration 14Q: 20 clusters Score -1.568841e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 994 members 
Mstep: Class 3 contains 13319 members 
Mstep: Class 4 contains 2207 members 
Mstep: Class 5 contains 30069 members 
Mstep: Class 6 contains 20348 members 
Mstep: Class 7 contains 17827 members 
Mstep: Class 8 contains 6645 members 
Mstep: Class 9 contains 146501 members 
Mstep: Class 10 contains 134569 members 
Mstep: Class 11 contains 99637 members 
Mstep: Class 13 contains 4277 members 
Mstep: Class 14 contains 2057 members 
Mstep: Class 16 contains 2828 members 
Mstep: Class 17 contains 3965 members 
Mstep: Class 18 contains 5247 members 
Mstep: Class 19 contains 15122 members 
Mstep: Class 20 contains 14563 members 
Mstep: Class 21 contains 2388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15690290.000000 Penalty: 11383.340820
Iteration 15Q: 20 clusters Score -1.569029e+07 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 952 members 
Mstep: Class 3 contains 13076 members 
Mstep: Class 4 contains 2363 members 
Mstep: Class 5 contains 30344 members 
Mstep: Class 6 contains 20339 members 
Mstep: Class 7 contains 17650 members 
Mstep: Class 8 contains 6871 members 
Mstep: Class 9 contains 145083 members 
Mstep: Class 10 contains 135198 members 
Mstep: Class 11 contains 100618 members 
Mstep: Class 13 contains 3839 members 
Mstep: Class 14 contains 2254 members 
Mstep: Class 16 contains 2970 members 
Mstep: Class 17 contains 4042 members 
Mstep: Class 18 contains 4810 members 
Mstep: Class 19 contains 15284 members 
Mstep: Class 20 contains 14464 members 
Mstep: Class 21 contains 2381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15691591.000000 Penalty: 11383.340820
Iteration 16Q: 20 clusters Score -1.569159e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 12873 members 
Mstep: Class 4 contains 2504 members 
Mstep: Class 5 contains 30579 members 
Mstep: Class 6 contains 20387 members 
Mstep: Class 7 contains 17559 members 
Mstep: Class 8 contains 7119 members 
Mstep: Class 9 contains 143719 members 
Mstep: Class 10 contains 135748 members 
Mstep: Class 11 contains 101434 members 
Mstep: Class 13 contains 3441 members 
Mstep: Class 14 contains 2391 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 17 contains 4088 members 
Mstep: Class 18 contains 4461 members 
Mstep: Class 19 contains 15442 members 
Mstep: Class 20 contains 14393 members 
Mstep: Class 21 contains 2369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15692620.000000 Penalty: 11383.340820
Iteration 17Q: 20 clusters Score -1.569262e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 12733 members 
Mstep: Class 4 contains 2609 members 
Mstep: Class 5 contains 30774 members 
Mstep: Class 6 contains 20519 members 
Mstep: Class 7 contains 17448 members 
Mstep: Class 8 contains 7384 members 
Mstep: Class 9 contains 142357 members 
Mstep: Class 10 contains 136285 members 
Mstep: Class 11 contains 102139 members 
Mstep: Class 13 contains 3109 members 
Mstep: Class 14 contains 2483 members 
Mstep: Class 16 contains 3131 members 
Mstep: Class 17 contains 4130 members 
Mstep: Class 18 contains 4158 members 
Mstep: Class 19 contains 15612 members 
Mstep: Class 20 contains 14317 members 
Mstep: Class 21 contains 2363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15693655.000000 Penalty: 11383.340820
Iteration 18Q: 20 clusters Score -1.569366e+07 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 902 members 
Mstep: Class 3 contains 12649 members 
Mstep: Class 4 contains 2700 members 
Mstep: Class 5 contains 30973 members 
Mstep: Class 6 contains 20666 members 
Mstep: Class 7 contains 17312 members 
Mstep: Class 8 contains 7640 members 
Mstep: Class 9 contains 140922 members 
Mstep: Class 10 contains 136803 members 
Mstep: Class 11 contains 102778 members 
Mstep: Class 13 contains 2861 members 
Mstep: Class 14 contains 2572 members 
Mstep: Class 16 contains 3192 members 
Mstep: Class 17 contains 4151 members 
Mstep: Class 18 contains 3913 members 
Mstep: Class 19 contains 15777 members 
Mstep: Class 20 contains 14243 members 
Mstep: Class 21 contains 2365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15694526.000000 Penalty: 11383.340820
Iteration 19Q: 20 clusters Score -1.569453e+07 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 900 members 
Mstep: Class 3 contains 12578 members 
Mstep: Class 4 contains 2786 members 
Mstep: Class 5 contains 31167 members 
Mstep: Class 6 contains 20853 members 
Mstep: Class 7 contains 17238 members 
Mstep: Class 8 contains 7852 members 
Mstep: Class 9 contains 139571 members 
Mstep: Class 10 contains 137282 members 
Mstep: Class 11 contains 103288 members 
Mstep: Class 13 contains 2643 members 
Mstep: Class 14 contains 2653 members 
Mstep: Class 16 contains 3254 members 
Mstep: Class 17 contains 4157 members 
Mstep: Class 18 contains 3709 members 
Mstep: Class 19 contains 15920 members 
Mstep: Class 20 contains 14158 members 
Mstep: Class 21 contains 2374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15696009.000000 Penalty: 11383.340820
Iteration 20F: 20 clusters Score -1.569601e+07 nChanged 4506
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 12541 members 
Mstep: Class 4 contains 3048 members 
Mstep: Class 5 contains 31314 members 
Mstep: Class 6 contains 21067 members 
Mstep: Class 7 contains 17174 members 
Mstep: Class 8 contains 8090 members 
Mstep: Class 9 contains 137715 members 
Mstep: Class 10 contains 137732 members 
Mstep: Class 11 contains 103760 members 
Mstep: Class 13 contains 2461 members 
Mstep: Class 14 contains 2863 members 
Mstep: Class 16 contains 3509 members 
Mstep: Class 17 contains 4175 members 
Mstep: Class 18 contains 3528 members 
Mstep: Class 19 contains 15971 members 
Mstep: Class 20 contains 14050 members 
Mstep: Class 21 contains 2396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15697335.000000 Penalty: 11383.340820
Iteration 21Q: 20 clusters Score -1.569734e+07 nChanged 4503
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 937 members 
Mstep: Class 3 contains 12547 members 
Mstep: Class 4 contains 3280 members 
Mstep: Class 5 contains 31437 members 
Mstep: Class 6 contains 21349 members 
Mstep: Class 7 contains 17120 members 
Mstep: Class 8 contains 8377 members 
Mstep: Class 9 contains 135867 members 
Mstep: Class 10 contains 138199 members 
Mstep: Class 11 contains 104127 members 
Mstep: Class 13 contains 2328 members 
Mstep: Class 14 contains 3047 members 
Mstep: Class 16 contains 3722 members 
Mstep: Class 17 contains 4163 members 
Mstep: Class 18 contains 3392 members 
Mstep: Class 19 contains 16016 members 
Mstep: Class 20 contains 13937 members 
Mstep: Class 21 contains 2394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15698397.000000 Penalty: 11383.340820
Iteration 22Q: 20 clusters Score -1.56984e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 959 members 
Mstep: Class 3 contains 12582 members 
Mstep: Class 4 contains 3502 members 
Mstep: Class 5 contains 31504 members 
Mstep: Class 6 contains 21659 members 
Mstep: Class 7 contains 17055 members 
Mstep: Class 8 contains 8687 members 
Mstep: Class 9 contains 134065 members 
Mstep: Class 10 contains 138621 members 
Mstep: Class 11 contains 104487 members 
Mstep: Class 13 contains 2253 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 16 contains 3906 members 
Mstep: Class 17 contains 4114 members 
Mstep: Class 18 contains 3275 members 
Mstep: Class 19 contains 16070 members 
Mstep: Class 20 contains 13813 members 
Mstep: Class 21 contains 2386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15699386.000000 Penalty: 11383.340820
Iteration 23Q: 20 clusters Score -1.569939e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 12573 members 
Mstep: Class 4 contains 3708 members 
Mstep: Class 5 contains 31586 members 
Mstep: Class 6 contains 22043 members 
Mstep: Class 7 contains 16976 members 
Mstep: Class 8 contains 9002 members 
Mstep: Class 9 contains 132209 members 
Mstep: Class 10 contains 139059 members 
Mstep: Class 11 contains 104816 members 
Mstep: Class 13 contains 2233 members 
Mstep: Class 14 contains 3377 members 
Mstep: Class 16 contains 4105 members 
Mstep: Class 17 contains 4084 members 
Mstep: Class 18 contains 3164 members 
Mstep: Class 19 contains 16111 members 
Mstep: Class 20 contains 13673 members 
Mstep: Class 21 contains 2383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15700518.000000 Penalty: 11383.340820
Iteration 24Q: 20 clusters Score -1.570052e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 977 members 
Mstep: Class 3 contains 12604 members 
Mstep: Class 4 contains 3914 members 
Mstep: Class 5 contains 31653 members 
Mstep: Class 6 contains 22422 members 
Mstep: Class 7 contains 16866 members 
Mstep: Class 8 contains 9292 members 
Mstep: Class 9 contains 130325 members 
Mstep: Class 10 contains 139489 members 
Mstep: Class 11 contains 105194 members 
Mstep: Class 13 contains 2236 members 
Mstep: Class 14 contains 3531 members 
Mstep: Class 16 contains 4305 members 
Mstep: Class 17 contains 4034 members 
Mstep: Class 18 contains 3082 members 
Mstep: Class 19 contains 16162 members 
Mstep: Class 20 contains 13509 members 
Mstep: Class 21 contains 2372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15701618.000000 Penalty: 11383.340820
Iteration 25Q: 20 clusters Score -1.570162e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 984 members 
Mstep: Class 3 contains 12570 members 
Mstep: Class 4 contains 4121 members 
Mstep: Class 5 contains 31691 members 
Mstep: Class 6 contains 22894 members 
Mstep: Class 7 contains 16716 members 
Mstep: Class 8 contains 9587 members 
Mstep: Class 9 contains 128503 members 
Mstep: Class 10 contains 139907 members 
Mstep: Class 11 contains 105574 members 
Mstep: Class 13 contains 2271 members 
Mstep: Class 14 contains 3688 members 
Mstep: Class 16 contains 4487 members 
Mstep: Class 17 contains 3986 members 
Mstep: Class 18 contains 3016 members 
Mstep: Class 19 contains 16184 members 
Mstep: Class 20 contains 13341 members 
Mstep: Class 21 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15702481.000000 Penalty: 11383.340820
Iteration 26Q: 20 clusters Score -1.570248e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 12514 members 
Mstep: Class 4 contains 4333 members 
Mstep: Class 5 contains 31726 members 
Mstep: Class 6 contains 23413 members 
Mstep: Class 7 contains 16545 members 
Mstep: Class 8 contains 9898 members 
Mstep: Class 9 contains 126667 members 
Mstep: Class 10 contains 140362 members 
Mstep: Class 11 contains 105916 members 
Mstep: Class 13 contains 2332 members 
Mstep: Class 14 contains 3831 members 
Mstep: Class 16 contains 4663 members 
Mstep: Class 17 contains 3920 members 
Mstep: Class 18 contains 2945 members 
Mstep: Class 19 contains 16176 members 
Mstep: Class 20 contains 13188 members 
Mstep: Class 21 contains 2344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15703318.000000 Penalty: 11383.340820
Iteration 27Q: 20 clusters Score -1.570332e+07 nChanged 4102
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 985 members 
Mstep: Class 3 contains 12441 members 
Mstep: Class 4 contains 4509 members 
Mstep: Class 5 contains 31728 members 
Mstep: Class 6 contains 23994 members 
Mstep: Class 7 contains 16352 members 
Mstep: Class 8 contains 10169 members 
Mstep: Class 9 contains 124840 members 
Mstep: Class 10 contains 140804 members 
Mstep: Class 11 contains 106265 members 
Mstep: Class 13 contains 2398 members 
Mstep: Class 14 contains 3961 members 
Mstep: Class 16 contains 4877 members 
Mstep: Class 17 contains 3862 members 
Mstep: Class 18 contains 2880 members 
Mstep: Class 19 contains 16188 members 
Mstep: Class 20 contains 13046 members 
Mstep: Class 21 contains 2329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15704052.000000 Penalty: 11383.340820
Iteration 28Q: 20 clusters Score -1.570405e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 987 members 
Mstep: Class 3 contains 12380 members 
Mstep: Class 4 contains 4673 members 
Mstep: Class 5 contains 31729 members 
Mstep: Class 6 contains 24650 members 
Mstep: Class 7 contains 16152 members 
Mstep: Class 8 contains 10436 members 
Mstep: Class 9 contains 122995 members 
Mstep: Class 10 contains 141197 members 
Mstep: Class 11 contains 106589 members 
Mstep: Class 13 contains 2464 members 
Mstep: Class 14 contains 4069 members 
Mstep: Class 16 contains 5115 members 
Mstep: Class 17 contains 3821 members 
Mstep: Class 18 contains 2830 members 
Mstep: Class 19 contains 16214 members 
Mstep: Class 20 contains 12895 members 
Mstep: Class 21 contains 2324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15704676.000000 Penalty: 11383.340820
Iteration 29Q: 20 clusters Score -1.570468e+07 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 979 members 
Mstep: Class 3 contains 12294 members 
Mstep: Class 4 contains 4815 members 
Mstep: Class 5 contains 31760 members 
Mstep: Class 6 contains 25379 members 
Mstep: Class 7 contains 15952 members 
Mstep: Class 8 contains 10697 members 
Mstep: Class 9 contains 121157 members 
Mstep: Class 10 contains 141603 members 
Mstep: Class 11 contains 106918 members 
Mstep: Class 13 contains 2525 members 
Mstep: Class 14 contains 4142 members 
Mstep: Class 16 contains 5350 members 
Mstep: Class 17 contains 3777 members 
Mstep: Class 18 contains 2764 members 
Mstep: Class 19 contains 16253 members 
Mstep: Class 20 contains 12741 members 
Mstep: Class 21 contains 2334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15705480.000000 Penalty: 11383.340820
Iteration 30Q: 20 clusters Score -1.570548e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 972 members 
Mstep: Class 3 contains 12201 members 
Mstep: Class 4 contains 4965 members 
Mstep: Class 5 contains 31839 members 
Mstep: Class 6 contains 26108 members 
Mstep: Class 7 contains 15767 members 
Mstep: Class 8 contains 10917 members 
Mstep: Class 9 contains 119238 members 
Mstep: Class 10 contains 142022 members 
Mstep: Class 11 contains 107241 members 
Mstep: Class 13 contains 2588 members 
Mstep: Class 14 contains 4180 members 
Mstep: Class 16 contains 5636 members 
Mstep: Class 17 contains 3741 members 
Mstep: Class 18 contains 2710 members 
Mstep: Class 19 contains 16293 members 
Mstep: Class 20 contains 12603 members 
Mstep: Class 21 contains 2352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15706118.000000 Penalty: 11383.340820
Iteration 31Q: 20 clusters Score -1.570612e+07 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 966 members 
Mstep: Class 3 contains 12108 members 
Mstep: Class 4 contains 5095 members 
Mstep: Class 5 contains 31911 members 
Mstep: Class 6 contains 26865 members 
Mstep: Class 7 contains 15541 members 
Mstep: Class 8 contains 11083 members 
Mstep: Class 9 contains 117420 members 
Mstep: Class 10 contains 142358 members 
Mstep: Class 11 contains 107586 members 
Mstep: Class 13 contains 2668 members 
Mstep: Class 14 contains 4205 members 
Mstep: Class 16 contains 5974 members 
Mstep: Class 17 contains 3728 members 
Mstep: Class 18 contains 2667 members 
Mstep: Class 19 contains 16313 members 
Mstep: Class 20 contains 12437 members 
Mstep: Class 21 contains 2375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15706657.000000 Penalty: 11383.340820
Iteration 32Q: 20 clusters Score -1.570666e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 954 members 
Mstep: Class 3 contains 12000 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 32007 members 
Mstep: Class 6 contains 27648 members 
Mstep: Class 7 contains 15314 members 
Mstep: Class 8 contains 11181 members 
Mstep: Class 9 contains 115633 members 
Mstep: Class 10 contains 142742 members 
Mstep: Class 11 contains 107931 members 
Mstep: Class 13 contains 2753 members 
Mstep: Class 14 contains 4219 members 
Mstep: Class 16 contains 6325 members 
Mstep: Class 17 contains 3714 members 
Mstep: Class 18 contains 2620 members 
Mstep: Class 19 contains 16317 members 
Mstep: Class 20 contains 12269 members 
Mstep: Class 21 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15707239.000000 Penalty: 11383.340820
Iteration 33Q: 20 clusters Score -1.570724e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 940 members 
Mstep: Class 3 contains 11912 members 
Mstep: Class 4 contains 5321 members 
Mstep: Class 5 contains 32114 members 
Mstep: Class 6 contains 28422 members 
Mstep: Class 7 contains 15060 members 
Mstep: Class 8 contains 11231 members 
Mstep: Class 9 contains 114015 members 
Mstep: Class 10 contains 143052 members 
Mstep: Class 11 contains 108261 members 
Mstep: Class 13 contains 2838 members 
Mstep: Class 14 contains 4247 members 
Mstep: Class 16 contains 6655 members 
Mstep: Class 17 contains 3715 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 16324 members 
Mstep: Class 20 contains 12108 members 
Mstep: Class 21 contains 2417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15707807.000000 Penalty: 11383.340820
Iteration 34Q: 20 clusters Score -1.570781e+07 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 11804 members 
Mstep: Class 4 contains 5371 members 
Mstep: Class 5 contains 32228 members 
Mstep: Class 6 contains 29239 members 
Mstep: Class 7 contains 14791 members 
Mstep: Class 8 contains 11245 members 
Mstep: Class 9 contains 112520 members 
Mstep: Class 10 contains 143347 members 
Mstep: Class 11 contains 108573 members 
Mstep: Class 13 contains 2911 members 
Mstep: Class 14 contains 4268 members 
Mstep: Class 16 contains 6967 members 
Mstep: Class 17 contains 3705 members 
Mstep: Class 18 contains 2553 members 
Mstep: Class 19 contains 16336 members 
Mstep: Class 20 contains 11949 members 
Mstep: Class 21 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15708387.000000 Penalty: 11383.340820
Iteration 35Q: 20 clusters Score -1.570839e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 903 members 
Mstep: Class 3 contains 11680 members 
Mstep: Class 4 contains 5426 members 
Mstep: Class 5 contains 32329 members 
Mstep: Class 6 contains 30084 members 
Mstep: Class 7 contains 14540 members 
Mstep: Class 8 contains 11210 members 
Mstep: Class 9 contains 111095 members 
Mstep: Class 10 contains 143586 members 
Mstep: Class 11 contains 108891 members 
Mstep: Class 13 contains 2996 members 
Mstep: Class 14 contains 4296 members 
Mstep: Class 16 contains 7276 members 
Mstep: Class 17 contains 3696 members 
Mstep: Class 18 contains 2543 members 
Mstep: Class 19 contains 16356 members 
Mstep: Class 20 contains 11778 members 
Mstep: Class 21 contains 2452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15708867.000000 Penalty: 11383.340820
Iteration 36Q: 20 clusters Score -1.570887e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 893 members 
Mstep: Class 3 contains 11574 members 
Mstep: Class 4 contains 5455 members 
Mstep: Class 5 contains 32457 members 
Mstep: Class 6 contains 30909 members 
Mstep: Class 7 contains 14269 members 
Mstep: Class 8 contains 11187 members 
Mstep: Class 9 contains 109713 members 
Mstep: Class 10 contains 143749 members 
Mstep: Class 11 contains 109251 members 
Mstep: Class 13 contains 3090 members 
Mstep: Class 14 contains 4320 members 
Mstep: Class 16 contains 7569 members 
Mstep: Class 17 contains 3695 members 
Mstep: Class 18 contains 2537 members 
Mstep: Class 19 contains 16380 members 
Mstep: Class 20 contains 11604 members 
Mstep: Class 21 contains 2468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15709298.000000 Penalty: 11383.340820
Iteration 37Q: 20 clusters Score -1.57093e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 885 members 
Mstep: Class 3 contains 11451 members 
Mstep: Class 4 contains 5476 members 
Mstep: Class 5 contains 32603 members 
Mstep: Class 6 contains 31748 members 
Mstep: Class 7 contains 14004 members 
Mstep: Class 8 contains 11159 members 
Mstep: Class 9 contains 108418 members 
Mstep: Class 10 contains 143864 members 
Mstep: Class 11 contains 109595 members 
Mstep: Class 13 contains 3201 members 
Mstep: Class 14 contains 4348 members 
Mstep: Class 16 contains 7808 members 
Mstep: Class 17 contains 3692 members 
Mstep: Class 18 contains 2539 members 
Mstep: Class 19 contains 16408 members 
Mstep: Class 20 contains 11436 members 
Mstep: Class 21 contains 2478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15709839.000000 Penalty: 11383.340820
Iteration 38Q: 20 clusters Score -1.570984e+07 nChanged 2916
Entering ConstructFrom: 
Score: -15709839.000000 Penalty: 11383.340820
Entering ConstructFrom: 
Trying to split cluster 1 (1933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Entering Unmasked Estep 
Score: -65526.535156 Penalty: 344.290680
	Iteration 0F: 2 clusters Score -65526.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -64102.625000 Penalty: 688.581360
	Iteration 0F: 3 clusters Score -64102.62 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -64585.683594 Penalty: 688.581360
	Iteration 1F: 3 clusters Score -64585.68 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -64696.875000 Penalty: 688.581360
	Iteration 2F: 3 clusters Score -64696.88 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -64807.433594 Penalty: 688.581360
	Iteration 3F: 3 clusters Score -64807.43 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -64907.667969 Penalty: 688.581360
	Iteration 4F: 3 clusters Score -64907.67 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -64982.957031 Penalty: 688.581360
	Iteration 5F: 3 clusters Score -64982.96 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -65022.347656 Penalty: 688.581360
	Iteration 6Q: 3 clusters Score -65022.35 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -65041.062500 Penalty: 688.581360
	Iteration 7Q: 3 clusters Score -65041.06 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -65052.765625 Penalty: 688.581360
	Iteration 8Q: 3 clusters Score -65052.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -65063.675781 Penalty: 688.581360
	Iteration 9Q: 3 clusters Score -65063.68 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -65072.316406 Penalty: 688.581360
	Iteration 10Q: 3 clusters Score -65072.32 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -65079.933594 Penalty: 688.581360
	Iteration 11Q: 3 clusters Score -65079.93 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -65087.628906 Penalty: 688.581360
	Iteration 12Q: 3 clusters Score -65087.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -65091.246094 Penalty: 688.581360
	Iteration 13Q: 3 clusters Score -65091.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -65094.089844 Penalty: 688.581360
	Iteration 14Q: 3 clusters Score -65094.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -65099.949219 Penalty: 688.581360
	Iteration 15Q: 3 clusters Score -65099.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -65102.753906 Penalty: 688.581360
	Iteration 16Q: 3 clusters Score -65102.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -65105.167969 Penalty: 688.581360
	Iteration 17Q: 3 clusters Score -65105.17 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -65108.468750 Penalty: 688.581360
	Iteration 18Q: 3 clusters Score -65108.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -65113.769531 Penalty: 688.581360
	Iteration 19Q: 3 clusters Score -65113.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -65121.574219 Penalty: 688.581360
	Iteration 20F: 3 clusters Score -65121.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -65126.503906 Penalty: 688.581360
	Iteration 21Q: 3 clusters Score -65126.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -65129.980469 Penalty: 688.581360
	Iteration 22Q: 3 clusters Score -65129.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -65133.054688 Penalty: 688.581360
	Iteration 23Q: 3 clusters Score -65133.05 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -65136.167969 Penalty: 688.581360
	Iteration 24Q: 3 clusters Score -65136.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -65139.242188 Penalty: 688.581360
	Iteration 25Q: 3 clusters Score -65139.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -65140.804688 Penalty: 688.581360
	Iteration 26Q: 3 clusters Score -65140.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -65140.906250 Penalty: 688.581360
	Iteration 27Q: 3 clusters Score -65140.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -65141.000000 Penalty: 688.581360
	Iteration 28Q: 3 clusters Score -65141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -65141.500000 Penalty: 688.581360
	Iteration 29Q: 3 clusters Score -65141.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -65142.125000 Penalty: 688.581360
	Iteration 30Q: 3 clusters Score -65142.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -65142.433594 Penalty: 688.581360
	Iteration 31Q: 3 clusters Score -65142.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -65142.878906 Penalty: 688.581360
	Iteration 32Q: 3 clusters Score -65142.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -65143.402344 Penalty: 688.581360
	Iteration 33Q: 3 clusters Score -65143.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -65144.078125 Penalty: 688.581360
	Iteration 34Q: 3 clusters Score -65144.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -65144.390625 Penalty: 688.581360
	Iteration 35Q: 3 clusters Score -65144.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -65144.960938 Penalty: 688.581360
	Iteration 36Q: 3 clusters Score -65144.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -65145.832031 Penalty: 688.581360
	Iteration 37Q: 3 clusters Score -65145.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -65146.281250 Penalty: 688.581360
	Iteration 38Q: 3 clusters Score -65146.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -65147.585938 Penalty: 688.581360
	Iteration 39Q: 3 clusters Score -65147.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -65148.734375 Penalty: 688.581360
	Iteration 40F: 3 clusters Score -65148.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -65150.230469 Penalty: 688.581360
	Iteration 41Q: 3 clusters Score -65150.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -65151.656250 Penalty: 688.581360
	Iteration 42Q: 3 clusters Score -65151.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -65154.246094 Penalty: 688.581360
	Iteration 43Q: 3 clusters Score -65154.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -65155.320312 Penalty: 688.581360
	Iteration 44Q: 3 clusters Score -65155.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -65156.722656 Penalty: 688.581360
	Iteration 45Q: 3 clusters Score -65156.72 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -65158.574219 Penalty: 688.581360
	Iteration 46Q: 3 clusters Score -65158.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -65158.839844 Penalty: 688.581360
	Iteration 47Q: 3 clusters Score -65158.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -65159.511719 Penalty: 688.581360
	Iteration 48Q: 3 clusters Score -65159.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -65160.074219 Penalty: 688.581360
	Iteration 49Q: 3 clusters Score -65160.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -65160.230469 Penalty: 688.581360
	Iteration 50Q: 3 clusters Score -65160.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -65160.230469 Penalty: 688.581360
	Iteration 51F: 3 clusters Score -65160.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Entering Unmasked Estep 
Score: -28879.292969 Penalty: 308.382904
	Iteration 0F: 2 clusters Score -28879.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -28117.361328 Penalty: 616.765808
	Iteration 0F: 3 clusters Score -28117.36 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -28317.275391 Penalty: 616.765808
	Iteration 1F: 3 clusters Score -28317.28 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -28365.191406 Penalty: 616.765808
	Iteration 2F: 3 clusters Score -28365.19 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -28401.777344 Penalty: 616.765808
	Iteration 3F: 3 clusters Score -28401.78 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -28432.406250 Penalty: 616.765808
	Iteration 4F: 3 clusters Score -28432.41 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -28445.416016 Penalty: 616.765808
	Iteration 5Q: 3 clusters Score -28445.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -28458.814453 Penalty: 616.765808
	Iteration 6Q: 3 clusters Score -28458.81 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -28468.458984 Penalty: 616.765808
	Iteration 7Q: 3 clusters Score -28468.46 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -28478.042969 Penalty: 616.765808
	Iteration 8Q: 3 clusters Score -28478.04 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -28485.648438 Penalty: 616.765808
	Iteration 9Q: 3 clusters Score -28485.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -28490.787109 Penalty: 616.765808
	Iteration 10Q: 3 clusters Score -28490.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -28494.949219 Penalty: 616.765808
	Iteration 11Q: 3 clusters Score -28494.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -28498.851562 Penalty: 616.765808
	Iteration 12Q: 3 clusters Score -28498.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -28504.732422 Penalty: 616.765808
	Iteration 13Q: 3 clusters Score -28504.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -28512.025391 Penalty: 616.765808
	Iteration 14Q: 3 clusters Score -28512.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -28517.228516 Penalty: 616.765808
	Iteration 15Q: 3 clusters Score -28517.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -28520.783203 Penalty: 616.765808
	Iteration 16Q: 3 clusters Score -28520.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -28523.746094 Penalty: 616.765808
	Iteration 17Q: 3 clusters Score -28523.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -28525.464844 Penalty: 616.765808
	Iteration 18Q: 3 clusters Score -28525.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -28525.988281 Penalty: 616.765808
	Iteration 19Q: 3 clusters Score -28525.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -28526.062500 Penalty: 616.765808
	Iteration 20F: 3 clusters Score -28526.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11301 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Entering Unmasked Estep 
Score: -347207.437500 Penalty: 424.635406
	Iteration 0F: 2 clusters Score -347207.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -339610.531250 Penalty: 849.270813
	Iteration 0F: 3 clusters Score -339610.5 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -342773.093750 Penalty: 849.270813
	Iteration 1F: 3 clusters Score -342773.1 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -343106.750000 Penalty: 849.270813
	Iteration 2F: 3 clusters Score -343106.8 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -343604.281250 Penalty: 849.270813
	Iteration 3F: 3 clusters Score -343604.3 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -344213.718750 Penalty: 849.270813
	Iteration 4F: 3 clusters Score -344213.7 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -344920.125000 Penalty: 849.270813
	Iteration 5F: 3 clusters Score -344920.1 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -345524.500000 Penalty: 849.270813
	Iteration 6F: 3 clusters Score -345524.5 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -345868.781250 Penalty: 849.270813
	Iteration 7Q: 3 clusters Score -345868.8 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -346060.875000 Penalty: 849.270813
	Iteration 8Q: 3 clusters Score -346060.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -346192.562500 Penalty: 849.270813
	Iteration 9Q: 3 clusters Score -346192.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -346282.500000 Penalty: 849.270813
	Iteration 10Q: 3 clusters Score -346282.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -346372.968750 Penalty: 849.270813
	Iteration 11Q: 3 clusters Score -346373 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -346458.312500 Penalty: 849.270813
	Iteration 12Q: 3 clusters Score -346458.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -346530.156250 Penalty: 849.270813
	Iteration 13Q: 3 clusters Score -346530.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -346591.593750 Penalty: 849.270813
	Iteration 14Q: 3 clusters Score -346591.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -346651.781250 Penalty: 849.270813
	Iteration 15Q: 3 clusters Score -346651.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -346720.906250 Penalty: 849.270813
	Iteration 16Q: 3 clusters Score -346720.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -346777.437500 Penalty: 849.270813
	Iteration 17Q: 3 clusters Score -346777.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -346829.375000 Penalty: 849.270813
	Iteration 18Q: 3 clusters Score -346829.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -346872.718750 Penalty: 849.270813
	Iteration 19Q: 3 clusters Score -346872.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -346910.093750 Penalty: 849.270813
	Iteration 20F: 3 clusters Score -346910.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -346939.406250 Penalty: 849.270813
	Iteration 21Q: 3 clusters Score -346939.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -346961.468750 Penalty: 849.270813
	Iteration 22Q: 3 clusters Score -346961.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -346980.218750 Penalty: 849.270813
	Iteration 23Q: 3 clusters Score -346980.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10273 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -346995.812500 Penalty: 849.270813
	Iteration 24Q: 3 clusters Score -346995.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -347006.031250 Penalty: 849.270813
	Iteration 25Q: 3 clusters Score -347006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -347015.625000 Penalty: 849.270813
	Iteration 26Q: 3 clusters Score -347015.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -347026.656250 Penalty: 849.270813
	Iteration 27Q: 3 clusters Score -347026.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -347038.812500 Penalty: 849.270813
	Iteration 28Q: 3 clusters Score -347038.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -347045.625000 Penalty: 849.270813
	Iteration 29Q: 3 clusters Score -347045.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -347048.343750 Penalty: 849.270813
	Iteration 30Q: 3 clusters Score -347048.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -347051.593750 Penalty: 849.270813
	Iteration 31Q: 3 clusters Score -347051.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -347052.812500 Penalty: 849.270813
	Iteration 32Q: 3 clusters Score -347052.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -347053.281250 Penalty: 849.270813
	Iteration 33Q: 3 clusters Score -347053.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -347054.437500 Penalty: 849.270813
	Iteration 34Q: 3 clusters Score -347054.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -347054.218750 Penalty: 849.270813
	Iteration 35Q: 3 clusters Score -347054.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -347053.968750 Penalty: 849.270813
	Iteration 36Q: 3 clusters Score -347054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -347054.843750 Penalty: 849.270813
	Iteration 37Q: 3 clusters Score -347054.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -347054.843750 Penalty: 849.270813
	Iteration 38F: 3 clusters Score -347054.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Entering Unmasked Estep 
Score: -160475.671875 Penalty: 391.860657
	Iteration 0F: 2 clusters Score -160475.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -156742.375000 Penalty: 783.721313
	Iteration 0F: 3 clusters Score -156742.4 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -158384.531250 Penalty: 783.721313
	Iteration 1F: 3 clusters Score -158384.5 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -158965.281250 Penalty: 783.721313
	Iteration 2F: 3 clusters Score -158965.3 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -159481.281250 Penalty: 783.721313
	Iteration 3F: 3 clusters Score -159481.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -159852.312500 Penalty: 783.721313
	Iteration 4F: 3 clusters Score -159852.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -160076.203125 Penalty: 783.721313
	Iteration 5F: 3 clusters Score -160076.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -160216.062500 Penalty: 783.721313
	Iteration 6Q: 3 clusters Score -160216.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -160320.921875 Penalty: 783.721313
	Iteration 7Q: 3 clusters Score -160320.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -160390.453125 Penalty: 783.721313
	Iteration 8Q: 3 clusters Score -160390.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -160432.453125 Penalty: 783.721313
	Iteration 9Q: 3 clusters Score -160432.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -160462.437500 Penalty: 783.721313
	Iteration 10Q: 3 clusters Score -160462.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -160499.234375 Penalty: 783.721313
	Iteration 11Q: 3 clusters Score -160499.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -160528.234375 Penalty: 783.721313
	Iteration 12Q: 3 clusters Score -160528.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -160546.906250 Penalty: 783.721313
	Iteration 13Q: 3 clusters Score -160546.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -160558.046875 Penalty: 783.721313
	Iteration 14Q: 3 clusters Score -160558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -160566.921875 Penalty: 783.721313
	Iteration 15Q: 3 clusters Score -160566.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -160570.781250 Penalty: 783.721313
	Iteration 16Q: 3 clusters Score -160570.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -160573.265625 Penalty: 783.721313
	Iteration 17Q: 3 clusters Score -160573.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -160573.656250 Penalty: 783.721313
	Iteration 18Q: 3 clusters Score -160573.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -160573.625000 Penalty: 783.721313
	Iteration 19Q: 3 clusters Score -160573.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -160574.312500 Penalty: 783.721313
	Iteration 20F: 3 clusters Score -160574.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -160574.453125 Penalty: 783.721313
	Iteration 21Q: 3 clusters Score -160574.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -160575.125000 Penalty: 783.721313
	Iteration 22Q: 3 clusters Score -160575.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -160575.437500 Penalty: 783.721313
	Iteration 23Q: 3 clusters Score -160575.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -160575.406250 Penalty: 783.721313
	Iteration 24Q: 3 clusters Score -160575.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -160575.609375 Penalty: 783.721313
	Iteration 25Q: 3 clusters Score -160575.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -160575.750000 Penalty: 783.721313
	Iteration 26Q: 3 clusters Score -160575.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -160575.921875 Penalty: 783.721313
	Iteration 27Q: 3 clusters Score -160575.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -160576.031250 Penalty: 783.721313
	Iteration 28Q: 3 clusters Score -160576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -160576.031250 Penalty: 783.721313
	Iteration 29F: 3 clusters Score -160576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 878 members 
Mstep: Class 3 contains 11301 members 
Mstep: Class 4 contains 575 members 
Mstep: Class 5 contains 32760 members 
Mstep: Class 6 contains 32591 members 
Mstep: Class 7 contains 13712 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 107133 members 
Mstep: Class 10 contains 143982 members 
Mstep: Class 11 contains 109984 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 13 contains 3313 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 16 contains 8020 members 
Mstep: Class 17 contains 3683 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 16424 members 
Mstep: Class 20 contains 11264 members 
Mstep: Class 21 contains 2498 members 
Entering Unmasked Estep 
Score: -15709997.000000 Penalty: 11982.464844
Splitting cluster 4 changes total score from -15709839.000000 to -15709997.000000
So it's getting split into cluster 12.
Entering ConstructFrom: 
Trying to split cluster 5 (32760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Entering Unmasked Estep 
Score: -1059364.875000 Penalty: 473.061829
	Iteration 0F: 2 clusters Score -1059365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -1037491.937500 Penalty: 946.123657
	Iteration 0F: 3 clusters Score -1037492 nChanged 15710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -1046981.937500 Penalty: 946.123657
	Iteration 1F: 3 clusters Score -1046982 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -1047797.062500 Penalty: 946.123657
	Iteration 2F: 3 clusters Score -1047797 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -1048976.000000 Penalty: 946.123657
	Iteration 3F: 3 clusters Score -1048976 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -1050555.000000 Penalty: 946.123657
	Iteration 4F: 3 clusters Score -1050555 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -1052310.500000 Penalty: 946.123657
	Iteration 5F: 3 clusters Score -1052310 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -1053817.000000 Penalty: 946.123657
	Iteration 6F: 3 clusters Score -1053817 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -1054893.750000 Penalty: 946.123657
	Iteration 7F: 3 clusters Score -1054894 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -1055609.625000 Penalty: 946.123657
	Iteration 8Q: 3 clusters Score -1055610 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -1056085.500000 Penalty: 946.123657
	Iteration 9Q: 3 clusters Score -1056086 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -1056396.500000 Penalty: 946.123657
	Iteration 10Q: 3 clusters Score -1056396 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 25931 members 
Entering Unmasked Estep 
Score: -1056652.750000 Penalty: 946.123657
	Iteration 11Q: 3 clusters Score -1056653 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -1056846.000000 Penalty: 946.123657
	Iteration 12Q: 3 clusters Score -1056846 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -1057010.625000 Penalty: 946.123657
	Iteration 13Q: 3 clusters Score -1057011 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -1057165.750000 Penalty: 946.123657
	Iteration 14Q: 3 clusters Score -1057166 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -1057284.875000 Penalty: 946.123657
	Iteration 15Q: 3 clusters Score -1057285 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -1057399.625000 Penalty: 946.123657
	Iteration 16Q: 3 clusters Score -1057400 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -1057490.125000 Penalty: 946.123657
	Iteration 17Q: 3 clusters Score -1057490 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 28597 members 
Entering Unmasked Estep 
Score: -1057594.250000 Penalty: 946.123657
	Iteration 18Q: 3 clusters Score -1057594 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -1057709.750000 Penalty: 946.123657
	Iteration 19Q: 3 clusters Score -1057710 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 29313 members 
Entering Unmasked Estep 
Score: -1057843.625000 Penalty: 946.123657
	Iteration 20F: 3 clusters Score -1057844 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -1057984.000000 Penalty: 946.123657
	Iteration 21Q: 3 clusters Score -1057984 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 30033 members 
Entering Unmasked Estep 
Score: -1058126.250000 Penalty: 946.123657
	Iteration 22Q: 3 clusters Score -1058126 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 30385 members 
Entering Unmasked Estep 
Score: -1058266.625000 Penalty: 946.123657
	Iteration 23Q: 3 clusters Score -1058267 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -1058393.500000 Penalty: 946.123657
	Iteration 24Q: 3 clusters Score -1058394 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -1058526.875000 Penalty: 946.123657
	Iteration 25Q: 3 clusters Score -1058527 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 31305 members 
Entering Unmasked Estep 
Score: -1058650.875000 Penalty: 946.123657
	Iteration 26Q: 3 clusters Score -1058651 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 31545 members 
Entering Unmasked Estep 
Score: -1058747.250000 Penalty: 946.123657
	Iteration 27Q: 3 clusters Score -1058747 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 31742 members 
Entering Unmasked Estep 
Score: -1058818.875000 Penalty: 946.123657
	Iteration 28Q: 3 clusters Score -1058819 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 31880 members 
Entering Unmasked Estep 
Score: -1058864.000000 Penalty: 946.123657
	Iteration 29Q: 3 clusters Score -1058864 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -1058904.250000 Penalty: 946.123657
	Iteration 30Q: 3 clusters Score -1058904 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -1058941.250000 Penalty: 946.123657
	Iteration 31Q: 3 clusters Score -1058941 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 32146 members 
Entering Unmasked Estep 
Score: -1058964.375000 Penalty: 946.123657
	Iteration 32Q: 3 clusters Score -1058964 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 32202 members 
Entering Unmasked Estep 
Score: -1058988.750000 Penalty: 946.123657
	Iteration 33Q: 3 clusters Score -1058989 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -1059007.875000 Penalty: 946.123657
	Iteration 34Q: 3 clusters Score -1059008 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 32275 members 
Entering Unmasked Estep 
Score: -1059015.625000 Penalty: 946.123657
	Iteration 35Q: 3 clusters Score -1059016 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 32303 members 
Entering Unmasked Estep 
Score: -1059025.375000 Penalty: 946.123657
	Iteration 36Q: 3 clusters Score -1059025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -1059034.750000 Penalty: 946.123657
	Iteration 37Q: 3 clusters Score -1059035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 32346 members 
Entering Unmasked Estep 
Score: -1059048.000000 Penalty: 946.123657
	Iteration 38Q: 3 clusters Score -1059048 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -1059070.500000 Penalty: 946.123657
	Iteration 39Q: 3 clusters Score -1059070 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 32402 members 
Entering Unmasked Estep 
Score: -1059090.125000 Penalty: 946.123657
	Iteration 40F: 3 clusters Score -1059090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 32428 members 
Entering Unmasked Estep 
Score: -1059111.625000 Penalty: 946.123657
	Iteration 41Q: 3 clusters Score -1059112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 32445 members 
Entering Unmasked Estep 
Score: -1059125.750000 Penalty: 946.123657
	Iteration 42Q: 3 clusters Score -1059126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -1059134.750000 Penalty: 946.123657
	Iteration 43Q: 3 clusters Score -1059135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 32467 members 
Entering Unmasked Estep 
Score: -1059143.375000 Penalty: 946.123657
	Iteration 44Q: 3 clusters Score -1059143 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 32481 members 
Entering Unmasked Estep 
Score: -1059150.875000 Penalty: 946.123657
	Iteration 45Q: 3 clusters Score -1059151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -1059156.250000 Penalty: 946.123657
	Iteration 46Q: 3 clusters Score -1059156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -1059162.375000 Penalty: 946.123657
	Iteration 47Q: 3 clusters Score -1059162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 32506 members 
Entering Unmasked Estep 
Score: -1059164.500000 Penalty: 946.123657
	Iteration 48Q: 3 clusters Score -1059164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 32510 members 
Entering Unmasked Estep 
Score: -1059167.125000 Penalty: 946.123657
	Iteration 49Q: 3 clusters Score -1059167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -1059168.375000 Penalty: 946.123657
	Iteration 50Q: 3 clusters Score -1059168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -1059168.125000 Penalty: 946.123657
	Iteration 51Q: 3 clusters Score -1059168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -1059170.125000 Penalty: 946.123657
	Iteration 52Q: 3 clusters Score -1059170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -1059170.500000 Penalty: 946.123657
	Iteration 53Q: 3 clusters Score -1059170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -1059172.750000 Penalty: 946.123657
	Iteration 54Q: 3 clusters Score -1059173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 32509 members 
Entering Unmasked Estep 
Score: -1059173.000000 Penalty: 946.123657
	Iteration 55Q: 3 clusters Score -1059173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -1059173.750000 Penalty: 946.123657
	Iteration 56Q: 3 clusters Score -1059174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -1059173.750000 Penalty: 946.123657
	Iteration 57Q: 3 clusters Score -1059174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -1059176.000000 Penalty: 946.123657
	Iteration 58Q: 3 clusters Score -1059176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -1059176.000000 Penalty: 946.123657
	Iteration 59F: 3 clusters Score -1059176 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Entering Unmasked Estep 
Score: -1033446.125000 Penalty: 472.826508
	Iteration 0F: 2 clusters Score -1033446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -1011537.875000 Penalty: 945.653015
	Iteration 0F: 3 clusters Score -1011538 nChanged 15777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -1021363.875000 Penalty: 945.653015
	Iteration 1F: 3 clusters Score -1021364 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 20356 members 
Entering Unmasked Estep 
Score: -1022280.812500 Penalty: 945.653015
	Iteration 2F: 3 clusters Score -1022281 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -1023556.562500 Penalty: 945.653015
	Iteration 3F: 3 clusters Score -1023557 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 24588 members 
Entering Unmasked Estep 
Score: -1025373.062500 Penalty: 945.653015
	Iteration 4F: 3 clusters Score -1025373 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -1027827.500000 Penalty: 945.653015
	Iteration 5F: 3 clusters Score -1027828 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -1030247.687500 Penalty: 945.653015
	Iteration 6F: 3 clusters Score -1030248 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -1031886.875000 Penalty: 945.653015
	Iteration 7F: 3 clusters Score -1031887 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -1032618.187500 Penalty: 945.653015
	Iteration 8Q: 3 clusters Score -1032618 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 32393 members 
Entering Unmasked Estep 
Score: -1032877.500000 Penalty: 945.653015
	Iteration 9Q: 3 clusters Score -1032878 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 32491 members 
Entering Unmasked Estep 
Score: -1032966.000000 Penalty: 945.653015
	Iteration 10Q: 3 clusters Score -1032966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -1033002.437500 Penalty: 945.653015
	Iteration 11Q: 3 clusters Score -1033002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -1033021.250000 Penalty: 945.653015
	Iteration 12Q: 3 clusters Score -1033021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -1033029.187500 Penalty: 945.653015
	Iteration 13Q: 3 clusters Score -1033029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -1033033.062500 Penalty: 945.653015
	Iteration 14Q: 3 clusters Score -1033033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -1033039.687500 Penalty: 945.653015
	Iteration 15Q: 3 clusters Score -1033040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -1033040.937500 Penalty: 945.653015
	Iteration 16Q: 3 clusters Score -1033041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 32529 members 
Entering Unmasked Estep 
Score: -1033043.000000 Penalty: 945.653015
	Iteration 17Q: 3 clusters Score -1033043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -1033043.625000 Penalty: 945.653015
	Iteration 18Q: 3 clusters Score -1033044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -1033043.625000 Penalty: 945.653015
	Iteration 19F: 3 clusters Score -1033044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (13712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Entering Unmasked Estep 
Score: -478572.625000 Penalty: 433.434204
	Iteration 0F: 2 clusters Score -478572.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -469404.968750 Penalty: 866.868408
	Iteration 0F: 3 clusters Score -469405 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -473348.625000 Penalty: 866.868408
	Iteration 1F: 3 clusters Score -473348.6 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -474038.187500 Penalty: 866.868408
	Iteration 2F: 3 clusters Score -474038.2 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -474957.656250 Penalty: 866.868408
	Iteration 3F: 3 clusters Score -474957.7 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -475988.937500 Penalty: 866.868408
	Iteration 4F: 3 clusters Score -475988.9 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -476815.875000 Penalty: 866.868408
	Iteration 5F: 3 clusters Score -476815.9 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -477349.187500 Penalty: 866.868408
	Iteration 6Q: 3 clusters Score -477349.2 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -477697.750000 Penalty: 866.868408
	Iteration 7Q: 3 clusters Score -477697.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -477939.281250 Penalty: 866.868408
	Iteration 8Q: 3 clusters Score -477939.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -478120.500000 Penalty: 866.868408
	Iteration 9Q: 3 clusters Score -478120.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -478277.687500 Penalty: 866.868408
	Iteration 10Q: 3 clusters Score -478277.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -478418.343750 Penalty: 866.868408
	Iteration 11Q: 3 clusters Score -478418.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -478536.593750 Penalty: 866.868408
	Iteration 12Q: 3 clusters Score -478536.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -478624.906250 Penalty: 866.868408
	Iteration 13Q: 3 clusters Score -478624.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -478672.656250 Penalty: 866.868408
	Iteration 14Q: 3 clusters Score -478672.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -478695.343750 Penalty: 866.868408
	Iteration 15Q: 3 clusters Score -478695.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -478710.531250 Penalty: 866.868408
	Iteration 16Q: 3 clusters Score -478710.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -478719.093750 Penalty: 866.868408
	Iteration 17Q: 3 clusters Score -478719.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -478727.250000 Penalty: 866.868408
	Iteration 18Q: 3 clusters Score -478727.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -478732.843750 Penalty: 866.868408
	Iteration 19Q: 3 clusters Score -478732.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -478738.843750 Penalty: 866.868408
	Iteration 20F: 3 clusters Score -478738.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -478741.125000 Penalty: 866.868408
	Iteration 21Q: 3 clusters Score -478741.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -478744.937500 Penalty: 866.868408
	Iteration 22Q: 3 clusters Score -478744.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -478747.937500 Penalty: 866.868408
	Iteration 23Q: 3 clusters Score -478747.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -478748.125000 Penalty: 866.868408
	Iteration 24Q: 3 clusters Score -478748.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -478748.375000 Penalty: 866.868408
	Iteration 25Q: 3 clusters Score -478748.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -478747.562500 Penalty: 866.868408
	Iteration 26Q: 3 clusters Score -478747.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -478748.812500 Penalty: 866.868408
	Iteration 27Q: 3 clusters Score -478748.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -478749.375000 Penalty: 866.868408
	Iteration 28Q: 3 clusters Score -478749.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -478748.875000 Penalty: 866.868408
	Iteration 29Q: 3 clusters Score -478748.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -478749.000000 Penalty: 866.868408
	Iteration 30Q: 3 clusters Score -478749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -478748.562500 Penalty: 866.868408
	Iteration 31Q: 3 clusters Score -478748.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -478748.468750 Penalty: 866.868408
	Iteration 32Q: 3 clusters Score -478748.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11880 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -478748.468750 Penalty: 866.868408
	Iteration 33F: 3 clusters Score -478748.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 878 members 
Mstep: Class 3 contains 11301 members 
Mstep: Class 4 contains 575 members 
Mstep: Class 5 contains 32760 members 
Mstep: Class 6 contains 32591 members 
Mstep: Class 7 contains 11880 members 
Mstep: Class 8 contains 11139 members 
Mstep: Class 9 contains 107133 members 
Mstep: Class 10 contains 143982 members 
Mstep: Class 11 contains 109984 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 13 contains 3313 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 8020 members 
Mstep: Class 17 contains 3683 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 16424 members 
Mstep: Class 20 contains 11264 members 
Mstep: Class 21 contains 2498 members 
Entering Unmasked Estep 
Score: -15710002.000000 Penalty: 12581.587891
Splitting cluster 7 changes total score from -15709839.000000 to -15710002.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 8 (11139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11139 members 
Entering Unmasked Estep 
Score: -354683.062500 Penalty: 423.978455
	Iteration 0F: 2 clusters Score -354683.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -347205.406250 Penalty: 847.956909
	Iteration 0F: 3 clusters Score -347205.4 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -350685.406250 Penalty: 847.956909
	Iteration 1F: 3 clusters Score -350685.4 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -351724.031250 Penalty: 847.956909
	Iteration 2F: 3 clusters Score -351724 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -353137.406250 Penalty: 847.956909
	Iteration 3F: 3 clusters Score -353137.4 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9259 members 
Entering Unmasked Estep 
Score: -354274.406250 Penalty: 847.956909
	Iteration 4F: 3 clusters Score -354274.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -354870.156250 Penalty: 847.956909
	Iteration 5F: 3 clusters Score -354870.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -355113.937500 Penalty: 847.956909
	Iteration 6Q: 3 clusters Score -355113.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -355192.718750 Penalty: 847.956909
	Iteration 7Q: 3 clusters Score -355192.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -355213.593750 Penalty: 847.956909
	Iteration 8Q: 3 clusters Score -355213.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -355225.968750 Penalty: 847.956909
	Iteration 9Q: 3 clusters Score -355226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -355233.000000 Penalty: 847.956909
	Iteration 10Q: 3 clusters Score -355233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -355236.281250 Penalty: 847.956909
	Iteration 11Q: 3 clusters Score -355236.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -355238.718750 Penalty: 847.956909
	Iteration 12Q: 3 clusters Score -355238.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -355239.593750 Penalty: 847.956909
	Iteration 13Q: 3 clusters Score -355239.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -355242.875000 Penalty: 847.956909
	Iteration 14Q: 3 clusters Score -355242.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -355242.781250 Penalty: 847.956909
	Iteration 15Q: 3 clusters Score -355242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -355242.187500 Penalty: 847.956909
	Iteration 16Q: 3 clusters Score -355242.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -355243.031250 Penalty: 847.956909
	Iteration 17Q: 3 clusters Score -355243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -355242.593750 Penalty: 847.956909
	Iteration 18Q: 3 clusters Score -355242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -355242.812500 Penalty: 847.956909
	Iteration 19Q: 3 clusters Score -355242.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -355242.781250 Penalty: 847.956909
	Iteration 20F: 3 clusters Score -355242.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -355243.406250 Penalty: 847.956909
	Iteration 21Q: 3 clusters Score -355243.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -355243.531250 Penalty: 847.956909
	Iteration 22Q: 3 clusters Score -355243.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -355244.000000 Penalty: 847.956909
	Iteration 23Q: 3 clusters Score -355244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -355244.125000 Penalty: 847.956909
	Iteration 24Q: 3 clusters Score -355244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -355244.125000 Penalty: 847.956909
	Iteration 25F: 3 clusters Score -355244.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 878 members 
Mstep: Class 3 contains 11301 members 
Mstep: Class 4 contains 575 members 
Mstep: Class 5 contains 32760 members 
Mstep: Class 6 contains 32591 members 
Mstep: Class 7 contains 11880 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 107133 members 
Mstep: Class 10 contains 143982 members 
Mstep: Class 11 contains 109984 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 13 contains 3313 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 8020 members 
Mstep: Class 17 contains 3683 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 16424 members 
Mstep: Class 20 contains 11264 members 
Mstep: Class 21 contains 2498 members 
Mstep: Class 22 contains 9956 members 
Entering Unmasked Estep 
Score: -15710417.000000 Penalty: 13180.710938
Splitting cluster 8 changes total score from -15709839.000000 to -15710417.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 9 (107133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107133 members 
Entering Unmasked Estep 
Score: -3226946.500000 Penalty: 526.973083
	Iteration 0F: 2 clusters Score -3226946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53182 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -3154459.250000 Penalty: 1053.946167
	Iteration 0F: 3 clusters Score -3154459 nChanged 52550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45958 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -3188972.750000 Penalty: 1053.946167
	Iteration 1F: 3 clusters Score -3188973 nChanged 6264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43212 members 
Mstep: Class 2 contains 63921 members 
Entering Unmasked Estep 
Score: -3192702.500000 Penalty: 1053.946167
	Iteration 2F: 3 clusters Score -3192702 nChanged 6675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39735 members 
Mstep: Class 2 contains 67398 members 
Entering Unmasked Estep 
Score: -3197017.500000 Penalty: 1053.946167
	Iteration 3F: 3 clusters Score -3197018 nChanged 6730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 71940 members 
Entering Unmasked Estep 
Score: -3201610.500000 Penalty: 1053.946167
	Iteration 4F: 3 clusters Score -3201610 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 77362 members 
Entering Unmasked Estep 
Score: -3206377.000000 Penalty: 1053.946167
	Iteration 5F: 3 clusters Score -3206377 nChanged 6301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 83207 members 
Entering Unmasked Estep 
Score: -3211213.750000 Penalty: 1053.946167
	Iteration 6F: 3 clusters Score -3211214 nChanged 5713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 88760 members 
Entering Unmasked Estep 
Score: -3215647.750000 Penalty: 1053.946167
	Iteration 7F: 3 clusters Score -3215648 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 93511 members 
Entering Unmasked Estep 
Score: -3219268.500000 Penalty: 1053.946167
	Iteration 8Q: 3 clusters Score -3219268 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 97152 members 
Entering Unmasked Estep 
Score: -3221817.250000 Penalty: 1053.946167
	Iteration 9Q: 3 clusters Score -3221817 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 99717 members 
Entering Unmasked Estep 
Score: -3223458.250000 Penalty: 1053.946167
	Iteration 10Q: 3 clusters Score -3223458 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 101574 members 
Entering Unmasked Estep 
Score: -3224450.250000 Penalty: 1053.946167
	Iteration 11Q: 3 clusters Score -3224450 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 102903 members 
Entering Unmasked Estep 
Score: -3225136.250000 Penalty: 1053.946167
	Iteration 12Q: 3 clusters Score -3225136 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 103871 members 
Entering Unmasked Estep 
Score: -3225531.250000 Penalty: 1053.946167
	Iteration 13Q: 3 clusters Score -3225531 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 104553 members 
Entering Unmasked Estep 
Score: -3225828.750000 Penalty: 1053.946167
	Iteration 14Q: 3 clusters Score -3225829 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 105073 members 
Entering Unmasked Estep 
Score: -3226054.750000 Penalty: 1053.946167
	Iteration 15Q: 3 clusters Score -3226055 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 105444 members 
Entering Unmasked Estep 
Score: -3226205.250000 Penalty: 1053.946167
	Iteration 16Q: 3 clusters Score -3226205 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 105704 members 
Entering Unmasked Estep 
Score: -3226297.250000 Penalty: 1053.946167
	Iteration 17Q: 3 clusters Score -3226297 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 105900 members 
Entering Unmasked Estep 
Score: -3226377.000000 Penalty: 1053.946167
	Iteration 18Q: 3 clusters Score -3226377 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 106048 members 
Entering Unmasked Estep 
Score: -3226434.750000 Penalty: 1053.946167
	Iteration 19Q: 3 clusters Score -3226435 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 106151 members 
Entering Unmasked Estep 
Score: -3226475.500000 Penalty: 1053.946167
	Iteration 20F: 3 clusters Score -3226476 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 106232 members 
Entering Unmasked Estep 
Score: -3226507.500000 Penalty: 1053.946167
	Iteration 21Q: 3 clusters Score -3226508 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 106300 members 
Entering Unmasked Estep 
Score: -3226523.250000 Penalty: 1053.946167
	Iteration 22Q: 3 clusters Score -3226523 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 106356 members 
Entering Unmasked Estep 
Score: -3226539.000000 Penalty: 1053.946167
	Iteration 23Q: 3 clusters Score -3226539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 106390 members 
Entering Unmasked Estep 
Score: -3226547.500000 Penalty: 1053.946167
	Iteration 24Q: 3 clusters Score -3226548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 106408 members 
Entering Unmasked Estep 
Score: -3226558.250000 Penalty: 1053.946167
	Iteration 25Q: 3 clusters Score -3226558 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 106430 members 
Entering Unmasked Estep 
Score: -3226558.250000 Penalty: 1053.946167
	Iteration 26Q: 3 clusters Score -3226558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 106441 members 
Entering Unmasked Estep 
Score: -3226556.500000 Penalty: 1053.946167
	Iteration 27Q: 3 clusters Score -3226556 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 106451 members 
Entering Unmasked Estep 
Score: -3226566.500000 Penalty: 1053.946167
	Iteration 28Q: 3 clusters Score -3226566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 106473 members 
Entering Unmasked Estep 
Score: -3226568.000000 Penalty: 1053.946167
	Iteration 29Q: 3 clusters Score -3226568 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 106485 members 
Entering Unmasked Estep 
Score: -3226572.500000 Penalty: 1053.946167
	Iteration 30Q: 3 clusters Score -3226572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 106499 members 
Entering Unmasked Estep 
Score: -3226570.750000 Penalty: 1053.946167
	Iteration 31Q: 3 clusters Score -3226571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 106506 members 
Entering Unmasked Estep 
Score: -3226576.000000 Penalty: 1053.946167
	Iteration 32Q: 3 clusters Score -3226576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 106511 members 
Entering Unmasked Estep 
Score: -3226576.750000 Penalty: 1053.946167
	Iteration 33Q: 3 clusters Score -3226577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 106516 members 
Entering Unmasked Estep 
Score: -3226576.000000 Penalty: 1053.946167
	Iteration 34Q: 3 clusters Score -3226576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 106521 members 
Entering Unmasked Estep 
Score: -3226576.500000 Penalty: 1053.946167
	Iteration 35Q: 3 clusters Score -3226576 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 106528 members 
Entering Unmasked Estep 
Score: -3226579.250000 Penalty: 1053.946167
	Iteration 36Q: 3 clusters Score -3226579 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 106537 members 
Entering Unmasked Estep 
Score: -3226581.250000 Penalty: 1053.946167
	Iteration 37Q: 3 clusters Score -3226581 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 106541 members 
Entering Unmasked Estep 
Score: -3226583.750000 Penalty: 1053.946167
	Iteration 38Q: 3 clusters Score -3226584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 106551 members 
Entering Unmasked Estep 
Score: -3226585.500000 Penalty: 1053.946167
	Iteration 39Q: 3 clusters Score -3226586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 106558 members 
Entering Unmasked Estep 
Score: -3226586.750000 Penalty: 1053.946167
	Iteration 40F: 3 clusters Score -3226587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143982 members 
Entering Unmasked Estep 
Score: -4798965.500000 Penalty: 540.423645
	Iteration 0F: 2 clusters Score -4798966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71769 members 
Mstep: Class 2 contains 72213 members 
Entering Unmasked Estep 
Score: -4701259.000000 Penalty: 1080.847290
	Iteration 0F: 3 clusters Score -4701259 nChanged 70541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70208 members 
Mstep: Class 2 contains 73774 members 
Entering Unmasked Estep 
Score: -4746355.500000 Penalty: 1080.847290
	Iteration 1F: 3 clusters Score -4746356 nChanged 8136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70484 members 
Mstep: Class 2 contains 73498 members 
Entering Unmasked Estep 
Score: -4750190.000000 Penalty: 1080.847290
	Iteration 2F: 3 clusters Score -4750190 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69956 members 
Mstep: Class 2 contains 74026 members 
Entering Unmasked Estep 
Score: -4754444.500000 Penalty: 1080.847290
	Iteration 3F: 3 clusters Score -4754444 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68207 members 
Mstep: Class 2 contains 75775 members 
Entering Unmasked Estep 
Score: -4758865.000000 Penalty: 1080.847290
	Iteration 4F: 3 clusters Score -4758865 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65168 members 
Mstep: Class 2 contains 78814 members 
Entering Unmasked Estep 
Score: -4763170.000000 Penalty: 1080.847290
	Iteration 5F: 3 clusters Score -4763170 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61151 members 
Mstep: Class 2 contains 82831 members 
Entering Unmasked Estep 
Score: -4766998.000000 Penalty: 1080.847290
	Iteration 6Q: 3 clusters Score -4766998 nChanged 6555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56384 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -4770392.000000 Penalty: 1080.847290
	Iteration 7Q: 3 clusters Score -4770392 nChanged 6109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Mstep: Class 2 contains 92965 members 
Entering Unmasked Estep 
Score: -4773328.000000 Penalty: 1080.847290
	Iteration 8Q: 3 clusters Score -4773328 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 98777 members 
Entering Unmasked Estep 
Score: -4776173.500000 Penalty: 1080.847290
	Iteration 9Q: 3 clusters Score -4776174 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 105131 members 
Entering Unmasked Estep 
Score: -4779353.000000 Penalty: 1080.847290
	Iteration 10Q: 3 clusters Score -4779353 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32335 members 
Mstep: Class 2 contains 111647 members 
Entering Unmasked Estep 
Score: -4782689.000000 Penalty: 1080.847290
	Iteration 11Q: 3 clusters Score -4782689 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25904 members 
Mstep: Class 2 contains 118078 members 
Entering Unmasked Estep 
Score: -4786244.500000 Penalty: 1080.847290
	Iteration 12Q: 3 clusters Score -4786244 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19976 members 
Mstep: Class 2 contains 124006 members 
Entering Unmasked Estep 
Score: -4789430.000000 Penalty: 1080.847290
	Iteration 13Q: 3 clusters Score -4789430 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 129033 members 
Entering Unmasked Estep 
Score: -4792049.500000 Penalty: 1080.847290
	Iteration 14Q: 3 clusters Score -4792050 nChanged 3968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 133001 members 
Entering Unmasked Estep 
Score: -4794043.500000 Penalty: 1080.847290
	Iteration 15Q: 3 clusters Score -4794044 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 135967 members 
Entering Unmasked Estep 
Score: -4795492.000000 Penalty: 1080.847290
	Iteration 16Q: 3 clusters Score -4795492 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 138123 members 
Entering Unmasked Estep 
Score: -4796487.500000 Penalty: 1080.847290
	Iteration 17Q: 3 clusters Score -4796488 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 139655 members 
Entering Unmasked Estep 
Score: -4797099.000000 Penalty: 1080.847290
	Iteration 18Q: 3 clusters Score -4797099 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 140725 members 
Entering Unmasked Estep 
Score: -4797519.000000 Penalty: 1080.847290
	Iteration 19Q: 3 clusters Score -4797519 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 141448 members 
Entering Unmasked Estep 
Score: -4797794.000000 Penalty: 1080.847290
	Iteration 20F: 3 clusters Score -4797794 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 141972 members 
Entering Unmasked Estep 
Score: -4798000.500000 Penalty: 1080.847290
	Iteration 21Q: 3 clusters Score -4798000 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 142341 members 
Entering Unmasked Estep 
Score: -4798154.500000 Penalty: 1080.847290
	Iteration 22Q: 3 clusters Score -4798154 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 142614 members 
Entering Unmasked Estep 
Score: -4798248.000000 Penalty: 1080.847290
	Iteration 23Q: 3 clusters Score -4798248 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 142817 members 
Entering Unmasked Estep 
Score: -4798323.000000 Penalty: 1080.847290
	Iteration 24Q: 3 clusters Score -4798323 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 142969 members 
Entering Unmasked Estep 
Score: -4798369.000000 Penalty: 1080.847290
	Iteration 25Q: 3 clusters Score -4798369 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 143080 members 
Entering Unmasked Estep 
Score: -4798404.000000 Penalty: 1080.847290
	Iteration 26Q: 3 clusters Score -4798404 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 143165 members 
Entering Unmasked Estep 
Score: -4798442.500000 Penalty: 1080.847290
	Iteration 27Q: 3 clusters Score -4798442 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 143240 members 
Entering Unmasked Estep 
Score: -4798469.500000 Penalty: 1080.847290
	Iteration 28Q: 3 clusters Score -4798470 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 143295 members 
Entering Unmasked Estep 
Score: -4798486.000000 Penalty: 1080.847290
	Iteration 29Q: 3 clusters Score -4798486 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 143339 members 
Entering Unmasked Estep 
Score: -4798503.500000 Penalty: 1080.847290
	Iteration 30Q: 3 clusters Score -4798504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 143369 members 
Entering Unmasked Estep 
Score: -4798519.000000 Penalty: 1080.847290
	Iteration 31Q: 3 clusters Score -4798519 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 143388 members 
Entering Unmasked Estep 
Score: -4798525.000000 Penalty: 1080.847290
	Iteration 32Q: 3 clusters Score -4798525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 143408 members 
Entering Unmasked Estep 
Score: -4798532.000000 Penalty: 1080.847290
	Iteration 33Q: 3 clusters Score -4798532 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 143425 members 
Entering Unmasked Estep 
Score: -4798536.000000 Penalty: 1080.847290
	Iteration 34Q: 3 clusters Score -4798536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 143436 members 
Entering Unmasked Estep 
Score: -4798537.500000 Penalty: 1080.847290
	Iteration 35Q: 3 clusters Score -4798538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 143446 members 
Entering Unmasked Estep 
Score: -4798537.000000 Penalty: 1080.847290
	Iteration 36Q: 3 clusters Score -4798537 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 143460 members 
Entering Unmasked Estep 
Score: -4798538.500000 Penalty: 1080.847290
	Iteration 37Q: 3 clusters Score -4798538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 143470 members 
Entering Unmasked Estep 
Score: -4798542.000000 Penalty: 1080.847290
	Iteration 38Q: 3 clusters Score -4798542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 143468 members 
Entering Unmasked Estep 
Score: -4798544.000000 Penalty: 1080.847290
	Iteration 39Q: 3 clusters Score -4798544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 143470 members 
Entering Unmasked Estep 
Score: -4798541.500000 Penalty: 1080.847290
	Iteration 40F: 3 clusters Score -4798542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 143473 members 
Entering Unmasked Estep 
Score: -4798542.500000 Penalty: 1080.847290
	Iteration 41Q: 3 clusters Score -4798542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 143473 members 
Entering Unmasked Estep 
Score: -4798542.500000 Penalty: 1080.847290
	Iteration 42F: 3 clusters Score -4798542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (109984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109984 members 
Entering Unmasked Estep 
Score: -3636929.000000 Penalty: 528.168091
	Iteration 0F: 2 clusters Score -3636929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 54726 members 
Entering Unmasked Estep 
Score: -3562403.500000 Penalty: 1056.336182
	Iteration 0F: 3 clusters Score -3562404 nChanged 53775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62655 members 
Mstep: Class 2 contains 47329 members 
Entering Unmasked Estep 
Score: -3598452.250000 Penalty: 1056.336182
	Iteration 1F: 3 clusters Score -3598452 nChanged 6495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 42988 members 
Entering Unmasked Estep 
Score: -3602144.500000 Penalty: 1056.336182
	Iteration 2F: 3 clusters Score -3602144 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72519 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -3607132.500000 Penalty: 1056.336182
	Iteration 3F: 3 clusters Score -3607132 nChanged 7901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78668 members 
Mstep: Class 2 contains 31316 members 
Entering Unmasked Estep 
Score: -3612889.750000 Penalty: 1056.336182
	Iteration 4F: 3 clusters Score -3612890 nChanged 7224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84362 members 
Mstep: Class 2 contains 25622 members 
Entering Unmasked Estep 
Score: -3617988.000000 Penalty: 1056.336182
	Iteration 5F: 3 clusters Score -3617988 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88995 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -3621855.250000 Penalty: 1056.336182
	Iteration 6F: 3 clusters Score -3621855 nChanged 4637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92908 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -3624846.000000 Penalty: 1056.336182
	Iteration 7Q: 3 clusters Score -3624846 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96289 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3627118.750000 Penalty: 1056.336182
	Iteration 8Q: 3 clusters Score -3627119 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99301 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -3629030.000000 Penalty: 1056.336182
	Iteration 9Q: 3 clusters Score -3629030 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102002 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -3630766.500000 Penalty: 1056.336182
	Iteration 10Q: 3 clusters Score -3630766 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104448 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -3632524.250000 Penalty: 1056.336182
	Iteration 11Q: 3 clusters Score -3632524 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106526 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3634071.750000 Penalty: 1056.336182
	Iteration 12Q: 3 clusters Score -3634072 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108010 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -3635213.000000 Penalty: 1056.336182
	Iteration 13Q: 3 clusters Score -3635213 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108942 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3635896.000000 Penalty: 1056.336182
	Iteration 14Q: 3 clusters Score -3635896 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109415 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3636235.250000 Penalty: 1056.336182
	Iteration 15Q: 3 clusters Score -3636235 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109617 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3636420.250000 Penalty: 1056.336182
	Iteration 16Q: 3 clusters Score -3636420 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109692 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3636523.750000 Penalty: 1056.336182
	Iteration 17Q: 3 clusters Score -3636524 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109714 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -3636594.500000 Penalty: 1056.336182
	Iteration 18Q: 3 clusters Score -3636594 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109717 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -3636636.500000 Penalty: 1056.336182
	Iteration 19Q: 3 clusters Score -3636636 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109712 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3636646.250000 Penalty: 1056.336182
	Iteration 20F: 3 clusters Score -3636646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109704 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3636653.500000 Penalty: 1056.336182
	Iteration 21Q: 3 clusters Score -3636654 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109707 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -3636664.750000 Penalty: 1056.336182
	Iteration 22Q: 3 clusters Score -3636665 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109704 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3636665.500000 Penalty: 1056.336182
	Iteration 23Q: 3 clusters Score -3636666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109693 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3636665.750000 Penalty: 1056.336182
	Iteration 24Q: 3 clusters Score -3636666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109683 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -3636673.250000 Penalty: 1056.336182
	Iteration 25Q: 3 clusters Score -3636673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109671 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3636680.250000 Penalty: 1056.336182
	Iteration 26Q: 3 clusters Score -3636680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109663 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -3636683.250000 Penalty: 1056.336182
	Iteration 27Q: 3 clusters Score -3636683 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109659 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -3636690.250000 Penalty: 1056.336182
	Iteration 28Q: 3 clusters Score -3636690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109653 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3636695.500000 Penalty: 1056.336182
	Iteration 29Q: 3 clusters Score -3636696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109647 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3636695.250000 Penalty: 1056.336182
	Iteration 30Q: 3 clusters Score -3636695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3636694.000000 Penalty: 1056.336182
	Iteration 31Q: 3 clusters Score -3636694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3636697.000000 Penalty: 1056.336182
	Iteration 32Q: 3 clusters Score -3636697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109644 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3636696.000000 Penalty: 1056.336182
	Iteration 33Q: 3 clusters Score -3636696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109643 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3636692.500000 Penalty: 1056.336182
	Iteration 34Q: 3 clusters Score -3636692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109641 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3636697.250000 Penalty: 1056.336182
	Iteration 35Q: 3 clusters Score -3636697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109640 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3636697.250000 Penalty: 1056.336182
	Iteration 36Q: 3 clusters Score -3636697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109637 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3636696.000000 Penalty: 1056.336182
	Iteration 37Q: 3 clusters Score -3636696 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109634 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3636695.000000 Penalty: 1056.336182
	Iteration 38Q: 3 clusters Score -3636695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109632 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3636697.250000 Penalty: 1056.336182
	Iteration 39Q: 3 clusters Score -3636697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109631 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3636698.250000 Penalty: 1056.336182
	Iteration 40F: 3 clusters Score -3636698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109630 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3636699.250000 Penalty: 1056.336182
	Iteration 41Q: 3 clusters Score -3636699 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109630 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3636699.250000 Penalty: 1056.336182
	Iteration 42F: 3 clusters Score -3636699 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Entering Unmasked Estep 
Score: -107044.421875 Penalty: 368.805206
	Iteration 0F: 2 clusters Score -107044.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -104735.562500 Penalty: 737.610413
	Iteration 0F: 3 clusters Score -104735.6 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -105580.882812 Penalty: 737.610413
	Iteration 1F: 3 clusters Score -105580.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -105759.882812 Penalty: 737.610413
	Iteration 2F: 3 clusters Score -105759.9 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -105984.500000 Penalty: 737.610413
	Iteration 3F: 3 clusters Score -105984.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -106208.796875 Penalty: 737.610413
	Iteration 4F: 3 clusters Score -106208.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -106408.820312 Penalty: 737.610413
	Iteration 5F: 3 clusters Score -106408.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -106546.281250 Penalty: 737.610413
	Iteration 6Q: 3 clusters Score -106546.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -106620.703125 Penalty: 737.610413
	Iteration 7Q: 3 clusters Score -106620.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -106665.421875 Penalty: 737.610413
	Iteration 8Q: 3 clusters Score -106665.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -106702.515625 Penalty: 737.610413
	Iteration 9Q: 3 clusters Score -106702.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -106724.656250 Penalty: 737.610413
	Iteration 10Q: 3 clusters Score -106724.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -106737.000000 Penalty: 737.610413
	Iteration 11Q: 3 clusters Score -106737 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -106748.382812 Penalty: 737.610413
	Iteration 12Q: 3 clusters Score -106748.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -106761.859375 Penalty: 737.610413
	Iteration 13Q: 3 clusters Score -106761.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -106774.492188 Penalty: 737.610413
	Iteration 14Q: 3 clusters Score -106774.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -106783.976562 Penalty: 737.610413
	Iteration 15Q: 3 clusters Score -106784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -106790.921875 Penalty: 737.610413
	Iteration 16Q: 3 clusters Score -106790.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -106794.000000 Penalty: 737.610413
	Iteration 17Q: 3 clusters Score -106794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -106794.914062 Penalty: 737.610413
	Iteration 18Q: 3 clusters Score -106794.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -106796.164062 Penalty: 737.610413
	Iteration 19Q: 3 clusters Score -106796.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -106796.726562 Penalty: 737.610413
	Iteration 20F: 3 clusters Score -106796.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -106797.015625 Penalty: 737.610413
	Iteration 21Q: 3 clusters Score -106797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -106797.515625 Penalty: 737.610413
	Iteration 22Q: 3 clusters Score -106797.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -106797.453125 Penalty: 737.610413
	Iteration 23Q: 3 clusters Score -106797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -106797.453125 Penalty: 737.610413
	Iteration 24F: 3 clusters Score -106797.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Entering Unmasked Estep 
Score: -128706.312500 Penalty: 381.467010
	Iteration 0F: 2 clusters Score -128706.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -125764.875000 Penalty: 762.934021
	Iteration 0F: 3 clusters Score -125764.9 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -126938.242188 Penalty: 762.934021
	Iteration 1F: 3 clusters Score -126938.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -127155.539062 Penalty: 762.934021
	Iteration 2F: 3 clusters Score -127155.5 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -127440.632812 Penalty: 762.934021
	Iteration 3F: 3 clusters Score -127440.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -127717.156250 Penalty: 762.934021
	Iteration 4F: 3 clusters Score -127717.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -127987.929688 Penalty: 762.934021
	Iteration 5F: 3 clusters Score -127987.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -128144.835938 Penalty: 762.934021
	Iteration 6Q: 3 clusters Score -128144.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -128226.632812 Penalty: 762.934021
	Iteration 7Q: 3 clusters Score -128226.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -128303.015625 Penalty: 762.934021
	Iteration 8Q: 3 clusters Score -128303 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -128344.562500 Penalty: 762.934021
	Iteration 9Q: 3 clusters Score -128344.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -128366.546875 Penalty: 762.934021
	Iteration 10Q: 3 clusters Score -128366.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -128388.156250 Penalty: 762.934021
	Iteration 11Q: 3 clusters Score -128388.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -128406.257812 Penalty: 762.934021
	Iteration 12Q: 3 clusters Score -128406.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -128413.335938 Penalty: 762.934021
	Iteration 13Q: 3 clusters Score -128413.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -128421.523438 Penalty: 762.934021
	Iteration 14Q: 3 clusters Score -128421.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -128429.117188 Penalty: 762.934021
	Iteration 15Q: 3 clusters Score -128429.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -128437.359375 Penalty: 762.934021
	Iteration 16Q: 3 clusters Score -128437.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -128444.578125 Penalty: 762.934021
	Iteration 17Q: 3 clusters Score -128444.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -128448.796875 Penalty: 762.934021
	Iteration 18Q: 3 clusters Score -128448.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -128451.695312 Penalty: 762.934021
	Iteration 19Q: 3 clusters Score -128451.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -128455.804688 Penalty: 762.934021
	Iteration 20F: 3 clusters Score -128455.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -128463.125000 Penalty: 762.934021
	Iteration 21Q: 3 clusters Score -128463.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -128467.781250 Penalty: 762.934021
	Iteration 22Q: 3 clusters Score -128467.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -128473.242188 Penalty: 762.934021
	Iteration 23Q: 3 clusters Score -128473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -128475.484375 Penalty: 762.934021
	Iteration 24Q: 3 clusters Score -128475.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -128477.093750 Penalty: 762.934021
	Iteration 25Q: 3 clusters Score -128477.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -128477.093750 Penalty: 762.934021
	Iteration 26F: 3 clusters Score -128477.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Entering Unmasked Estep 
Score: -274910.156250 Penalty: 409.031067
	Iteration 0F: 2 clusters Score -274910.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -269580.500000 Penalty: 818.062134
	Iteration 0F: 3 clusters Score -269580.5 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -271703.531250 Penalty: 818.062134
	Iteration 1F: 3 clusters Score -271703.5 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -271824.687500 Penalty: 818.062134
	Iteration 2Q: 3 clusters Score -271824.7 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -271942.000000 Penalty: 818.062134
	Iteration 3Q: 3 clusters Score -271942 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -272046.843750 Penalty: 818.062134
	Iteration 4Q: 3 clusters Score -272046.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -272178.531250 Penalty: 818.062134
	Iteration 5Q: 3 clusters Score -272178.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -272340.812500 Penalty: 818.062134
	Iteration 6Q: 3 clusters Score -272340.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -272560.625000 Penalty: 818.062134
	Iteration 7Q: 3 clusters Score -272560.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -272877.125000 Penalty: 818.062134
	Iteration 8F: 3 clusters Score -272877.1 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -273288.843750 Penalty: 818.062134
	Iteration 9F: 3 clusters Score -273288.8 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -273721.437500 Penalty: 818.062134
	Iteration 10F: 3 clusters Score -273721.4 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -274050.125000 Penalty: 818.062134
	Iteration 11Q: 3 clusters Score -274050.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -274286.687500 Penalty: 818.062134
	Iteration 12Q: 3 clusters Score -274286.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -274407.000000 Penalty: 818.062134
	Iteration 13Q: 3 clusters Score -274407 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -274462.125000 Penalty: 818.062134
	Iteration 14Q: 3 clusters Score -274462.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -274495.031250 Penalty: 818.062134
	Iteration 15Q: 3 clusters Score -274495 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -274516.031250 Penalty: 818.062134
	Iteration 16Q: 3 clusters Score -274516 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -274535.093750 Penalty: 818.062134
	Iteration 17Q: 3 clusters Score -274535.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -274551.750000 Penalty: 818.062134
	Iteration 18Q: 3 clusters Score -274551.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -274556.781250 Penalty: 818.062134
	Iteration 19Q: 3 clusters Score -274556.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -274559.375000 Penalty: 818.062134
	Iteration 20F: 3 clusters Score -274559.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -274562.250000 Penalty: 818.062134
	Iteration 21Q: 3 clusters Score -274562.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -274563.312500 Penalty: 818.062134
	Iteration 22Q: 3 clusters Score -274563.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -274563.312500 Penalty: 818.062134
	Iteration 23F: 3 clusters Score -274563.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Entering Unmasked Estep 
Score: -107534.773438 Penalty: 373.622467
	Iteration 0F: 2 clusters Score -107534.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -104983.546875 Penalty: 747.244934
	Iteration 0F: 3 clusters Score -104983.5 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -106037.468750 Penalty: 747.244934
	Iteration 1F: 3 clusters Score -106037.5 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -106258.289062 Penalty: 747.244934
	Iteration 2F: 3 clusters Score -106258.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -106431.343750 Penalty: 747.244934
	Iteration 3F: 3 clusters Score -106431.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -106548.375000 Penalty: 747.244934
	Iteration 4F: 3 clusters Score -106548.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -106634.281250 Penalty: 747.244934
	Iteration 5Q: 3 clusters Score -106634.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -106714.453125 Penalty: 747.244934
	Iteration 6Q: 3 clusters Score -106714.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -106782.085938 Penalty: 747.244934
	Iteration 7Q: 3 clusters Score -106782.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -106824.742188 Penalty: 747.244934
	Iteration 8Q: 3 clusters Score -106824.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -106850.265625 Penalty: 747.244934
	Iteration 9Q: 3 clusters Score -106850.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -106869.921875 Penalty: 747.244934
	Iteration 10Q: 3 clusters Score -106869.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -106893.007812 Penalty: 747.244934
	Iteration 11Q: 3 clusters Score -106893 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -106919.187500 Penalty: 747.244934
	Iteration 12Q: 3 clusters Score -106919.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -106940.773438 Penalty: 747.244934
	Iteration 13Q: 3 clusters Score -106940.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -106956.234375 Penalty: 747.244934
	Iteration 14Q: 3 clusters Score -106956.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -106967.695312 Penalty: 747.244934
	Iteration 15Q: 3 clusters Score -106967.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -106978.500000 Penalty: 747.244934
	Iteration 16Q: 3 clusters Score -106978.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -106994.203125 Penalty: 747.244934
	Iteration 17Q: 3 clusters Score -106994.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -107007.375000 Penalty: 747.244934
	Iteration 18Q: 3 clusters Score -107007.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -107013.484375 Penalty: 747.244934
	Iteration 19Q: 3 clusters Score -107013.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -107017.398438 Penalty: 747.244934
	Iteration 20F: 3 clusters Score -107017.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -107019.703125 Penalty: 747.244934
	Iteration 21Q: 3 clusters Score -107019.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -107022.367188 Penalty: 747.244934
	Iteration 22Q: 3 clusters Score -107022.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -107024.218750 Penalty: 747.244934
	Iteration 23Q: 3 clusters Score -107024.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -107025.335938 Penalty: 747.244934
	Iteration 24Q: 3 clusters Score -107025.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -107026.320312 Penalty: 747.244934
	Iteration 25Q: 3 clusters Score -107026.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -107027.054688 Penalty: 747.244934
	Iteration 26Q: 3 clusters Score -107027.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -107027.617188 Penalty: 747.244934
	Iteration 27Q: 3 clusters Score -107027.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -107028.046875 Penalty: 747.244934
	Iteration 28Q: 3 clusters Score -107028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -107028.117188 Penalty: 747.244934
	Iteration 29Q: 3 clusters Score -107028.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -107028.328125 Penalty: 747.244934
	Iteration 30Q: 3 clusters Score -107028.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -107028.328125 Penalty: 747.244934
	Iteration 31F: 3 clusters Score -107028.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Entering Unmasked Estep 
Score: -82631.523438 Penalty: 356.716339
	Iteration 0F: 2 clusters Score -82631.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -80817.757812 Penalty: 713.432678
	Iteration 0F: 3 clusters Score -80817.76 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -81487.304688 Penalty: 713.432678
	Iteration 1F: 3 clusters Score -81487.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -81654.757812 Penalty: 713.432678
	Iteration 2F: 3 clusters Score -81654.76 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -81806.554688 Penalty: 713.432678
	Iteration 3F: 3 clusters Score -81806.55 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -81924.265625 Penalty: 713.432678
	Iteration 4F: 3 clusters Score -81924.27 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -82006.976562 Penalty: 713.432678
	Iteration 5Q: 3 clusters Score -82006.98 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -82049.585938 Penalty: 713.432678
	Iteration 6Q: 3 clusters Score -82049.59 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -82078.515625 Penalty: 713.432678
	Iteration 7Q: 3 clusters Score -82078.52 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -82106.835938 Penalty: 713.432678
	Iteration 8Q: 3 clusters Score -82106.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -82127.718750 Penalty: 713.432678
	Iteration 9Q: 3 clusters Score -82127.72 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -82144.367188 Penalty: 713.432678
	Iteration 10Q: 3 clusters Score -82144.37 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -82158.070312 Penalty: 713.432678
	Iteration 11Q: 3 clusters Score -82158.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -82173.976562 Penalty: 713.432678
	Iteration 12Q: 3 clusters Score -82173.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -82188.695312 Penalty: 713.432678
	Iteration 13Q: 3 clusters Score -82188.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -82208.109375 Penalty: 713.432678
	Iteration 14Q: 3 clusters Score -82208.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82225.734375 Penalty: 713.432678
	Iteration 15Q: 3 clusters Score -82225.73 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -82235.882812 Penalty: 713.432678
	Iteration 16Q: 3 clusters Score -82235.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -82247.882812 Penalty: 713.432678
	Iteration 17Q: 3 clusters Score -82247.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -82258.906250 Penalty: 713.432678
	Iteration 18Q: 3 clusters Score -82258.91 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -82269.929688 Penalty: 713.432678
	Iteration 19Q: 3 clusters Score -82269.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -82280.515625 Penalty: 713.432678
	Iteration 20F: 3 clusters Score -82280.52 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -82285.703125 Penalty: 713.432678
	Iteration 21Q: 3 clusters Score -82285.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -82292.398438 Penalty: 713.432678
	Iteration 22Q: 3 clusters Score -82292.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -82296.960938 Penalty: 713.432678
	Iteration 23Q: 3 clusters Score -82296.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -82298.390625 Penalty: 713.432678
	Iteration 24Q: 3 clusters Score -82298.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -82299.234375 Penalty: 713.432678
	Iteration 25Q: 3 clusters Score -82299.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -82301.531250 Penalty: 713.432678
	Iteration 26Q: 3 clusters Score -82301.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -82303.898438 Penalty: 713.432678
	Iteration 27Q: 3 clusters Score -82303.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -82306.351562 Penalty: 713.432678
	Iteration 28Q: 3 clusters Score -82306.35 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -82308.609375 Penalty: 713.432678
	Iteration 29Q: 3 clusters Score -82308.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -82310.398438 Penalty: 713.432678
	Iteration 30Q: 3 clusters Score -82310.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -82316.335938 Penalty: 713.432678
	Iteration 31Q: 3 clusters Score -82316.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -82319.351562 Penalty: 713.432678
	Iteration 32Q: 3 clusters Score -82319.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -82320.898438 Penalty: 713.432678
	Iteration 33Q: 3 clusters Score -82320.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -82322.109375 Penalty: 713.432678
	Iteration 34Q: 3 clusters Score -82322.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -82322.828125 Penalty: 713.432678
	Iteration 35Q: 3 clusters Score -82322.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -82323.000000 Penalty: 713.432678
	Iteration 36Q: 3 clusters Score -82323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -82323.226562 Penalty: 713.432678
	Iteration 37Q: 3 clusters Score -82323.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -82323.953125 Penalty: 713.432678
	Iteration 38Q: 3 clusters Score -82323.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -82325.789062 Penalty: 713.432678
	Iteration 39Q: 3 clusters Score -82325.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -82327.203125 Penalty: 713.432678
	Iteration 40F: 3 clusters Score -82327.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -82327.632812 Penalty: 713.432678
	Iteration 41Q: 3 clusters Score -82327.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -82328.539062 Penalty: 713.432678
	Iteration 42Q: 3 clusters Score -82328.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -82330.109375 Penalty: 713.432678
	Iteration 43Q: 3 clusters Score -82330.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -82331.390625 Penalty: 713.432678
	Iteration 44Q: 3 clusters Score -82331.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -82334.375000 Penalty: 713.432678
	Iteration 45Q: 3 clusters Score -82334.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -82336.289062 Penalty: 713.432678
	Iteration 46Q: 3 clusters Score -82336.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -82337.179688 Penalty: 713.432678
	Iteration 47Q: 3 clusters Score -82337.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -82338.328125 Penalty: 713.432678
	Iteration 48Q: 3 clusters Score -82338.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -82340.625000 Penalty: 713.432678
	Iteration 49Q: 3 clusters Score -82340.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -82343.468750 Penalty: 713.432678
	Iteration 50Q: 3 clusters Score -82343.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -82345.632812 Penalty: 713.432678
	Iteration 51Q: 3 clusters Score -82345.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -82346.203125 Penalty: 713.432678
	Iteration 52Q: 3 clusters Score -82346.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -82346.328125 Penalty: 713.432678
	Iteration 53Q: 3 clusters Score -82346.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -82346.328125 Penalty: 713.432678
	Iteration 54F: 3 clusters Score -82346.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (16424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Entering Unmasked Estep 
Score: -470427.281250 Penalty: 441.645721
	Iteration 0F: 2 clusters Score -470427.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -459492.250000 Penalty: 883.291443
	Iteration 0F: 3 clusters Score -459492.2 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -464832.781250 Penalty: 883.291443
	Iteration 1F: 3 clusters Score -464832.8 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -465628.125000 Penalty: 883.291443
	Iteration 2F: 3 clusters Score -465628.1 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -466521.812500 Penalty: 883.291443
	Iteration 3F: 3 clusters Score -466521.8 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -467508.343750 Penalty: 883.291443
	Iteration 4F: 3 clusters Score -467508.3 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -468396.875000 Penalty: 883.291443
	Iteration 5F: 3 clusters Score -468396.9 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -469060.656250 Penalty: 883.291443
	Iteration 6F: 3 clusters Score -469060.7 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -469475.781250 Penalty: 883.291443
	Iteration 7Q: 3 clusters Score -469475.8 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -469722.937500 Penalty: 883.291443
	Iteration 8Q: 3 clusters Score -469722.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -469899.812500 Penalty: 883.291443
	Iteration 9Q: 3 clusters Score -469899.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -470090.062500 Penalty: 883.291443
	Iteration 10Q: 3 clusters Score -470090.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -470313.156250 Penalty: 883.291443
	Iteration 11Q: 3 clusters Score -470313.2 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -470518.968750 Penalty: 883.291443
	Iteration 12Q: 3 clusters Score -470519 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -470699.218750 Penalty: 883.291443
	Iteration 13Q: 3 clusters Score -470699.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -470833.812500 Penalty: 883.291443
	Iteration 14Q: 3 clusters Score -470833.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -470923.437500 Penalty: 883.291443
	Iteration 15Q: 3 clusters Score -470923.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -470981.781250 Penalty: 883.291443
	Iteration 16Q: 3 clusters Score -470981.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -471018.250000 Penalty: 883.291443
	Iteration 17Q: 3 clusters Score -471018.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -471045.156250 Penalty: 883.291443
	Iteration 18Q: 3 clusters Score -471045.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -471067.312500 Penalty: 883.291443
	Iteration 19Q: 3 clusters Score -471067.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -471090.125000 Penalty: 883.291443
	Iteration 20F: 3 clusters Score -471090.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -471125.562500 Penalty: 883.291443
	Iteration 21Q: 3 clusters Score -471125.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11586 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -471152.625000 Penalty: 883.291443
	Iteration 22Q: 3 clusters Score -471152.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -471167.625000 Penalty: 883.291443
	Iteration 23Q: 3 clusters Score -471167.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -471177.125000 Penalty: 883.291443
	Iteration 24Q: 3 clusters Score -471177.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -471186.750000 Penalty: 883.291443
	Iteration 25Q: 3 clusters Score -471186.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -471193.750000 Penalty: 883.291443
	Iteration 26Q: 3 clusters Score -471193.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -471196.968750 Penalty: 883.291443
	Iteration 27Q: 3 clusters Score -471197 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -471199.375000 Penalty: 883.291443
	Iteration 28Q: 3 clusters Score -471199.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -471203.312500 Penalty: 883.291443
	Iteration 29Q: 3 clusters Score -471203.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -471205.187500 Penalty: 883.291443
	Iteration 30Q: 3 clusters Score -471205.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -471204.656250 Penalty: 883.291443
	Iteration 31Q: 3 clusters Score -471204.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -471205.718750 Penalty: 883.291443
	Iteration 32Q: 3 clusters Score -471205.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -471206.843750 Penalty: 883.291443
	Iteration 33Q: 3 clusters Score -471206.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -471207.531250 Penalty: 883.291443
	Iteration 34Q: 3 clusters Score -471207.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -471206.281250 Penalty: 883.291443
	Iteration 35Q: 3 clusters Score -471206.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -471209.250000 Penalty: 883.291443
	Iteration 36Q: 3 clusters Score -471209.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -471209.062500 Penalty: 883.291443
	Iteration 37Q: 3 clusters Score -471209.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -471208.750000 Penalty: 883.291443
	Iteration 38Q: 3 clusters Score -471208.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12038 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -471208.562500 Penalty: 883.291443
	Iteration 39Q: 3 clusters Score -471208.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -471209.062500 Penalty: 883.291443
	Iteration 40F: 3 clusters Score -471209.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -471208.937500 Penalty: 883.291443
	Iteration 41Q: 3 clusters Score -471208.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -471209.250000 Penalty: 883.291443
	Iteration 42Q: 3 clusters Score -471209.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -471209.250000 Penalty: 883.291443
	Iteration 43F: 3 clusters Score -471209.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 878 members 
Mstep: Class 3 contains 11301 members 
Mstep: Class 4 contains 575 members 
Mstep: Class 5 contains 32760 members 
Mstep: Class 6 contains 32591 members 
Mstep: Class 7 contains 11880 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 107133 members 
Mstep: Class 10 contains 143982 members 
Mstep: Class 11 contains 109984 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 13 contains 3313 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 15 contains 1832 members 
Mstep: Class 16 contains 8020 members 
Mstep: Class 17 contains 3683 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 12053 members 
Mstep: Class 20 contains 11264 members 
Mstep: Class 21 contains 2498 members 
Mstep: Class 22 contains 9956 members 
Mstep: Class 23 contains 4371 members 
Entering Unmasked Estep 
Score: -15710966.000000 Penalty: 13779.833984
Splitting cluster 19 changes total score from -15709839.000000 to -15710966.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 20 (11264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Entering Unmasked Estep 
Score: -376062.062500 Penalty: 424.486176
	Iteration 0F: 2 clusters Score -376062.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -368552.156250 Penalty: 848.972351
	Iteration 0F: 3 clusters Score -368552.2 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -371860.593750 Penalty: 848.972351
	Iteration 1F: 3 clusters Score -371860.6 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -372533.531250 Penalty: 848.972351
	Iteration 2F: 3 clusters Score -372533.5 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -373343.593750 Penalty: 848.972351
	Iteration 3F: 3 clusters Score -373343.6 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -374205.500000 Penalty: 848.972351
	Iteration 4F: 3 clusters Score -374205.5 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -374878.281250 Penalty: 848.972351
	Iteration 5F: 3 clusters Score -374878.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -375320.218750 Penalty: 848.972351
	Iteration 6Q: 3 clusters Score -375320.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -375548.843750 Penalty: 848.972351
	Iteration 7Q: 3 clusters Score -375548.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 10645 members 
Entering Unmasked Estep 
Score: -375659.593750 Penalty: 848.972351
	Iteration 8Q: 3 clusters Score -375659.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -375720.781250 Penalty: 848.972351
	Iteration 9Q: 3 clusters Score -375720.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -375751.812500 Penalty: 848.972351
	Iteration 10Q: 3 clusters Score -375751.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -375767.062500 Penalty: 848.972351
	Iteration 11Q: 3 clusters Score -375767.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -375782.468750 Penalty: 848.972351
	Iteration 12Q: 3 clusters Score -375782.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -375788.843750 Penalty: 848.972351
	Iteration 13Q: 3 clusters Score -375788.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -375797.062500 Penalty: 848.972351
	Iteration 14Q: 3 clusters Score -375797.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -375802.062500 Penalty: 848.972351
	Iteration 15Q: 3 clusters Score -375802.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -375807.093750 Penalty: 848.972351
	Iteration 16Q: 3 clusters Score -375807.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -375810.312500 Penalty: 848.972351
	Iteration 17Q: 3 clusters Score -375810.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -375811.562500 Penalty: 848.972351
	Iteration 18Q: 3 clusters Score -375811.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -375813.187500 Penalty: 848.972351
	Iteration 19Q: 3 clusters Score -375813.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -375814.156250 Penalty: 848.972351
	Iteration 20F: 3 clusters Score -375814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -375815.000000 Penalty: 848.972351
	Iteration 21Q: 3 clusters Score -375815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -375815.781250 Penalty: 848.972351
	Iteration 22Q: 3 clusters Score -375815.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -375816.281250 Penalty: 848.972351
	Iteration 23Q: 3 clusters Score -375816.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -375818.437500 Penalty: 848.972351
	Iteration 24Q: 3 clusters Score -375818.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -375817.656250 Penalty: 848.972351
	Iteration 25Q: 3 clusters Score -375817.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -375819.562500 Penalty: 848.972351
	Iteration 26Q: 3 clusters Score -375819.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -375821.093750 Penalty: 848.972351
	Iteration 27Q: 3 clusters Score -375821.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -375821.500000 Penalty: 848.972351
	Iteration 28Q: 3 clusters Score -375821.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -375822.187500 Penalty: 848.972351
	Iteration 29Q: 3 clusters Score -375822.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -375821.937500 Penalty: 848.972351
	Iteration 30Q: 3 clusters Score -375821.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -375821.937500 Penalty: 848.972351
	Iteration 31F: 3 clusters Score -375821.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Entering Unmasked Estep 
Score: -78043.218750 Penalty: 355.957672
	Iteration 0F: 2 clusters Score -78043.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -76291.742188 Penalty: 711.915344
	Iteration 0F: 3 clusters Score -76291.74 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -76880.460938 Penalty: 711.915344
	Iteration 1F: 3 clusters Score -76880.46 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -76962.195312 Penalty: 711.915344
	Iteration 2F: 3 clusters Score -76962.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -77035.156250 Penalty: 711.915344
	Iteration 3F: 3 clusters Score -77035.16 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -77093.890625 Penalty: 711.915344
	Iteration 4F: 3 clusters Score -77093.89 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -77145.414062 Penalty: 711.915344
	Iteration 5Q: 3 clusters Score -77145.41 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -77197.125000 Penalty: 711.915344
	Iteration 6Q: 3 clusters Score -77197.12 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -77243.671875 Penalty: 711.915344
	Iteration 7Q: 3 clusters Score -77243.67 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -77275.945312 Penalty: 711.915344
	Iteration 8Q: 3 clusters Score -77275.95 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -77306.085938 Penalty: 711.915344
	Iteration 9Q: 3 clusters Score -77306.09 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -77333.250000 Penalty: 711.915344
	Iteration 10Q: 3 clusters Score -77333.25 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -77359.125000 Penalty: 711.915344
	Iteration 11Q: 3 clusters Score -77359.12 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -77376.289062 Penalty: 711.915344
	Iteration 12Q: 3 clusters Score -77376.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -77385.140625 Penalty: 711.915344
	Iteration 13Q: 3 clusters Score -77385.14 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -77393.148438 Penalty: 711.915344
	Iteration 14Q: 3 clusters Score -77393.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -77398.195312 Penalty: 711.915344
	Iteration 15Q: 3 clusters Score -77398.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -77402.078125 Penalty: 711.915344
	Iteration 16Q: 3 clusters Score -77402.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -77406.726562 Penalty: 711.915344
	Iteration 17Q: 3 clusters Score -77406.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -77409.773438 Penalty: 711.915344
	Iteration 18Q: 3 clusters Score -77409.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -77415.218750 Penalty: 711.915344
	Iteration 19Q: 3 clusters Score -77415.22 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -77419.578125 Penalty: 711.915344
	Iteration 20F: 3 clusters Score -77419.58 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -77423.187500 Penalty: 711.915344
	Iteration 21Q: 3 clusters Score -77423.19 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -77425.132812 Penalty: 711.915344
	Iteration 22Q: 3 clusters Score -77425.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -77427.695312 Penalty: 711.915344
	Iteration 23Q: 3 clusters Score -77427.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -77431.328125 Penalty: 711.915344
	Iteration 24Q: 3 clusters Score -77431.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -77434.468750 Penalty: 711.915344
	Iteration 25Q: 3 clusters Score -77434.47 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -77439.257812 Penalty: 711.915344
	Iteration 26Q: 3 clusters Score -77439.26 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -77441.367188 Penalty: 711.915344
	Iteration 27Q: 3 clusters Score -77441.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -77443.335938 Penalty: 711.915344
	Iteration 28Q: 3 clusters Score -77443.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -77445.445312 Penalty: 711.915344
	Iteration 29Q: 3 clusters Score -77445.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -77447.554688 Penalty: 711.915344
	Iteration 30Q: 3 clusters Score -77447.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -77449.140625 Penalty: 711.915344
	Iteration 31Q: 3 clusters Score -77449.14 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -77450.234375 Penalty: 711.915344
	Iteration 32Q: 3 clusters Score -77450.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -77452.054688 Penalty: 711.915344
	Iteration 33Q: 3 clusters Score -77452.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -77454.125000 Penalty: 711.915344
	Iteration 34Q: 3 clusters Score -77454.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -77454.906250 Penalty: 711.915344
	Iteration 35Q: 3 clusters Score -77454.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -77456.828125 Penalty: 711.915344
	Iteration 36Q: 3 clusters Score -77456.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -77458.882812 Penalty: 711.915344
	Iteration 37Q: 3 clusters Score -77458.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -77460.289062 Penalty: 711.915344
	Iteration 38Q: 3 clusters Score -77460.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -77462.398438 Penalty: 711.915344
	Iteration 39Q: 3 clusters Score -77462.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -77464.453125 Penalty: 711.915344
	Iteration 40F: 3 clusters Score -77464.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -77466.515625 Penalty: 711.915344
	Iteration 41Q: 3 clusters Score -77466.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -77471.101562 Penalty: 711.915344
	Iteration 42Q: 3 clusters Score -77471.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -77476.140625 Penalty: 711.915344
	Iteration 43Q: 3 clusters Score -77476.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -77478.843750 Penalty: 711.915344
	Iteration 44Q: 3 clusters Score -77478.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -77481.484375 Penalty: 711.915344
	Iteration 45Q: 3 clusters Score -77481.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -77483.578125 Penalty: 711.915344
	Iteration 46Q: 3 clusters Score -77483.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -77485.156250 Penalty: 711.915344
	Iteration 47Q: 3 clusters Score -77485.16 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -77486.679688 Penalty: 711.915344
	Iteration 48Q: 3 clusters Score -77486.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -77487.875000 Penalty: 711.915344
	Iteration 49Q: 3 clusters Score -77487.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -77488.414062 Penalty: 711.915344
	Iteration 50Q: 3 clusters Score -77488.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -77489.375000 Penalty: 711.915344
	Iteration 51Q: 3 clusters Score -77489.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -77491.414062 Penalty: 711.915344
	Iteration 52Q: 3 clusters Score -77491.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -77493.968750 Penalty: 711.915344
	Iteration 53Q: 3 clusters Score -77493.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -77496.976562 Penalty: 711.915344
	Iteration 54Q: 3 clusters Score -77496.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -77500.054688 Penalty: 711.915344
	Iteration 55Q: 3 clusters Score -77500.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -77505.085938 Penalty: 711.915344
	Iteration 56Q: 3 clusters Score -77505.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -77510.468750 Penalty: 711.915344
	Iteration 57Q: 3 clusters Score -77510.47 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -77516.328125 Penalty: 711.915344
	Iteration 58Q: 3 clusters Score -77516.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -77520.664062 Penalty: 711.915344
	Iteration 59Q: 3 clusters Score -77520.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -77526.570312 Penalty: 711.915344
	Iteration 60F: 3 clusters Score -77526.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -77533.984375 Penalty: 711.915344
	Iteration 61Q: 3 clusters Score -77533.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -77541.773438 Penalty: 711.915344
	Iteration 62Q: 3 clusters Score -77541.77 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -77550.210938 Penalty: 711.915344
	Iteration 63Q: 3 clusters Score -77550.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -77559.664062 Penalty: 711.915344
	Iteration 64Q: 3 clusters Score -77559.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -77570.812500 Penalty: 711.915344
	Iteration 65Q: 3 clusters Score -77570.81 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -77584.953125 Penalty: 711.915344
	Iteration 66Q: 3 clusters Score -77584.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -77599.625000 Penalty: 711.915344
	Iteration 67Q: 3 clusters Score -77599.62 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -77612.218750 Penalty: 711.915344
	Iteration 68Q: 3 clusters Score -77612.22 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -77626.601562 Penalty: 711.915344
	Iteration 69Q: 3 clusters Score -77626.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -77635.382812 Penalty: 711.915344
	Iteration 70Q: 3 clusters Score -77635.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -77641.671875 Penalty: 711.915344
	Iteration 71Q: 3 clusters Score -77641.67 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -77645.757812 Penalty: 711.915344
	Iteration 72Q: 3 clusters Score -77645.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -77652.531250 Penalty: 711.915344
	Iteration 73Q: 3 clusters Score -77652.53 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -77665.914062 Penalty: 711.915344
	Iteration 74Q: 3 clusters Score -77665.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -77679.507812 Penalty: 711.915344
	Iteration 75Q: 3 clusters Score -77679.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -77692.937500 Penalty: 711.915344
	Iteration 76Q: 3 clusters Score -77692.94 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -77697.796875 Penalty: 711.915344
	Iteration 77Q: 3 clusters Score -77697.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -77703.031250 Penalty: 711.915344
	Iteration 78Q: 3 clusters Score -77703.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -77707.460938 Penalty: 711.915344
	Iteration 79Q: 3 clusters Score -77707.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -77708.179688 Penalty: 711.915344
	Iteration 80F: 3 clusters Score -77708.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -77709.171875 Penalty: 711.915344
	Iteration 81Q: 3 clusters Score -77709.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -77710.656250 Penalty: 711.915344
	Iteration 82Q: 3 clusters Score -77710.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -77711.515625 Penalty: 711.915344
	Iteration 83Q: 3 clusters Score -77711.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -77712.960938 Penalty: 711.915344
	Iteration 84Q: 3 clusters Score -77712.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -77715.257812 Penalty: 711.915344
	Iteration 85Q: 3 clusters Score -77715.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -77719.070312 Penalty: 711.915344
	Iteration 86Q: 3 clusters Score -77719.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -77722.171875 Penalty: 711.915344
	Iteration 87Q: 3 clusters Score -77722.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -77724.062500 Penalty: 711.915344
	Iteration 88Q: 3 clusters Score -77724.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -77725.765625 Penalty: 711.915344
	Iteration 89Q: 3 clusters Score -77725.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -77726.914062 Penalty: 711.915344
	Iteration 90Q: 3 clusters Score -77726.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -77729.414062 Penalty: 711.915344
	Iteration 91Q: 3 clusters Score -77729.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -77731.468750 Penalty: 711.915344
	Iteration 92Q: 3 clusters Score -77731.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -77731.828125 Penalty: 711.915344
	Iteration 93Q: 3 clusters Score -77731.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -77732.726562 Penalty: 711.915344
	Iteration 94Q: 3 clusters Score -77732.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -77733.632812 Penalty: 711.915344
	Iteration 95Q: 3 clusters Score -77733.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -77733.992188 Penalty: 711.915344
	Iteration 96Q: 3 clusters Score -77733.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -77734.945312 Penalty: 711.915344
	Iteration 97Q: 3 clusters Score -77734.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -77735.343750 Penalty: 711.915344
	Iteration 98Q: 3 clusters Score -77735.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -77736.078125 Penalty: 711.915344
	Iteration 99Q: 3 clusters Score -77736.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -77736.273438 Penalty: 711.915344
	Iteration 100F: 3 clusters Score -77736.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -77736.593750 Penalty: 711.915344
	Iteration 101Q: 3 clusters Score -77736.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -77737.453125 Penalty: 711.915344
	Iteration 102Q: 3 clusters Score -77737.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -77738.546875 Penalty: 711.915344
	Iteration 103Q: 3 clusters Score -77738.55 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -77740.382812 Penalty: 711.915344
	Iteration 104Q: 3 clusters Score -77740.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -77741.976562 Penalty: 711.915344
	Iteration 105Q: 3 clusters Score -77741.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -77742.187500 Penalty: 711.915344
	Iteration 106Q: 3 clusters Score -77742.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -77744.007812 Penalty: 711.915344
	Iteration 107Q: 3 clusters Score -77744.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -77746.820312 Penalty: 711.915344
	Iteration 108Q: 3 clusters Score -77746.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -77749.398438 Penalty: 711.915344
	Iteration 109Q: 3 clusters Score -77749.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -77752.609375 Penalty: 711.915344
	Iteration 110Q: 3 clusters Score -77752.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -77754.750000 Penalty: 711.915344
	Iteration 111Q: 3 clusters Score -77754.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -77757.484375 Penalty: 711.915344
	Iteration 112Q: 3 clusters Score -77757.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -77759.601562 Penalty: 711.915344
	Iteration 113Q: 3 clusters Score -77759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -77761.578125 Penalty: 711.915344
	Iteration 114Q: 3 clusters Score -77761.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -77762.046875 Penalty: 711.915344
	Iteration 115Q: 3 clusters Score -77762.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -77762.968750 Penalty: 711.915344
	Iteration 116Q: 3 clusters Score -77762.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -77763.414062 Penalty: 711.915344
	Iteration 117Q: 3 clusters Score -77763.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -77763.390625 Penalty: 711.915344
	Iteration 118Q: 3 clusters Score -77763.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -77763.703125 Penalty: 711.915344
	Iteration 119Q: 3 clusters Score -77763.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -77764.070312 Penalty: 711.915344
	Iteration 120F: 3 clusters Score -77764.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -77764.421875 Penalty: 711.915344
	Iteration 121Q: 3 clusters Score -77764.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -77764.421875 Penalty: 711.915344
	Iteration 122F: 3 clusters Score -77764.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 878 members 
Mstep: Class 3 contains 11301 members 
Mstep: Class 4 contains 575 members 
Mstep: Class 5 contains 32760 members 
Mstep: Class 6 contains 32591 members 
Mstep: Class 7 contains 11880 members 
Mstep: Class 8 contains 1183 members 
Mstep: Class 9 contains 107133 members 
Mstep: Class 10 contains 143982 members 
Mstep: Class 11 contains 109984 members 
Mstep: Class 13 contains 3313 members 
Mstep: Class 14 contains 4376 members 
Mstep: Class 16 contains 8020 members 
Mstep: Class 17 contains 3683 members 
Mstep: Class 18 contains 2540 members 
Mstep: Class 19 contains 12053 members 
Mstep: Class 20 contains 11264 members 
Mstep: Class 21 contains 2498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15712868.000000 Penalty: 13779.833984
Iteration 39Q: 24 clusters Score -1.571287e+07 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 871 members 
Mstep: Class 3 contains 11201 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 32765 members 
Mstep: Class 6 contains 33339 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 1194 members 
Mstep: Class 9 contains 105986 members 
Mstep: Class 10 contains 144096 members 
Mstep: Class 11 contains 111064 members 
Mstep: Class 12 contains 5095 members 
Mstep: Class 13 contains 3363 members 
Mstep: Class 14 contains 4392 members 
Mstep: Class 15 contains 1653 members 
Mstep: Class 16 contains 8326 members 
Mstep: Class 17 contains 3713 members 
Mstep: Class 18 contains 2544 members 
Mstep: Class 19 contains 12107 members 
Mstep: Class 20 contains 11117 members 
Mstep: Class 21 contains 2528 members 
Mstep: Class 22 contains 9727 members 
Mstep: Class 23 contains 4081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15715682.000000 Penalty: 13779.833984
Iteration 40F: 24 clusters Score -1.571568e+07 nChanged 5808
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 860 members 
Mstep: Class 3 contains 11029 members 
Mstep: Class 4 contains 606 members 
Mstep: Class 5 contains 32760 members 
Mstep: Class 6 contains 34097 members 
Mstep: Class 7 contains 11055 members 
Mstep: Class 8 contains 1267 members 
Mstep: Class 9 contains 104022 members 
Mstep: Class 10 contains 143716 members 
Mstep: Class 11 contains 111852 members 
Mstep: Class 12 contains 5207 members 
Mstep: Class 13 contains 3521 members 
Mstep: Class 14 contains 4493 members 
Mstep: Class 15 contains 1791 members 
Mstep: Class 16 contains 8710 members 
Mstep: Class 17 contains 3669 members 
Mstep: Class 18 contains 2530 members 
Mstep: Class 19 contains 12080 members 
Mstep: Class 20 contains 10965 members 
Mstep: Class 21 contains 2534 members 
Mstep: Class 22 contains 9738 members 
Mstep: Class 23 contains 4467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15717219.000000 Penalty: 13779.833984
Iteration 41Q: 24 clusters Score -1.571722e+07 nChanged 4975
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 849 members 
Mstep: Class 3 contains 10843 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 32793 members 
Mstep: Class 6 contains 34872 members 
Mstep: Class 7 contains 10892 members 
Mstep: Class 8 contains 1291 members 
Mstep: Class 9 contains 102170 members 
Mstep: Class 10 contains 143471 members 
Mstep: Class 11 contains 112542 members 
Mstep: Class 12 contains 5288 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 4591 members 
Mstep: Class 15 contains 1978 members 
Mstep: Class 16 contains 9083 members 
Mstep: Class 17 contains 3639 members 
Mstep: Class 18 contains 2516 members 
Mstep: Class 19 contains 12067 members 
Mstep: Class 20 contains 10810 members 
Mstep: Class 21 contains 2542 members 
Mstep: Class 22 contains 9728 members 
Mstep: Class 23 contains 4698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15718283.000000 Penalty: 13779.833984
Iteration 42Q: 24 clusters Score -1.571828e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 843 members 
Mstep: Class 3 contains 10654 members 
Mstep: Class 4 contains 652 members 
Mstep: Class 5 contains 32882 members 
Mstep: Class 6 contains 35619 members 
Mstep: Class 7 contains 10836 members 
Mstep: Class 8 contains 1306 members 
Mstep: Class 9 contains 100313 members 
Mstep: Class 10 contains 143260 members 
Mstep: Class 11 contains 113205 members 
Mstep: Class 12 contains 5347 members 
Mstep: Class 13 contains 3625 members 
Mstep: Class 14 contains 4666 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 9460 members 
Mstep: Class 17 contains 3609 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 12021 members 
Mstep: Class 20 contains 10658 members 
Mstep: Class 21 contains 2544 members 
Mstep: Class 22 contains 9709 members 
Mstep: Class 23 contains 4849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15719309.000000 Penalty: 13779.833984
Iteration 43Q: 24 clusters Score -1.571931e+07 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 834 members 
Mstep: Class 3 contains 10454 members 
Mstep: Class 4 contains 675 members 
Mstep: Class 5 contains 32992 members 
Mstep: Class 6 contains 36378 members 
Mstep: Class 7 contains 10836 members 
Mstep: Class 8 contains 1320 members 
Mstep: Class 9 contains 98515 members 
Mstep: Class 10 contains 143080 members 
Mstep: Class 11 contains 113723 members 
Mstep: Class 12 contains 5402 members 
Mstep: Class 13 contains 3630 members 
Mstep: Class 14 contains 4723 members 
Mstep: Class 15 contains 2485 members 
Mstep: Class 16 contains 9897 members 
Mstep: Class 17 contains 3580 members 
Mstep: Class 18 contains 2512 members 
Mstep: Class 19 contains 11981 members 
Mstep: Class 20 contains 10501 members 
Mstep: Class 21 contains 2548 members 
Mstep: Class 22 contains 9657 members 
Mstep: Class 23 contains 4968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15720413.000000 Penalty: 13779.833984
Iteration 44Q: 24 clusters Score -1.572041e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 10187 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 33138 members 
Mstep: Class 6 contains 37203 members 
Mstep: Class 7 contains 10842 members 
Mstep: Class 8 contains 1336 members 
Mstep: Class 9 contains 96881 members 
Mstep: Class 10 contains 142885 members 
Mstep: Class 11 contains 114108 members 
Mstep: Class 12 contains 5424 members 
Mstep: Class 13 contains 3596 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 10309 members 
Mstep: Class 17 contains 3588 members 
Mstep: Class 18 contains 2511 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 10342 members 
Mstep: Class 21 contains 2553 members 
Mstep: Class 22 contains 9606 members 
Mstep: Class 23 contains 5054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721070.000000 Penalty: 13779.833984
Iteration 45Q: 24 clusters Score -1.572107e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 820 members 
Mstep: Class 3 contains 9870 members 
Mstep: Class 4 contains 728 members 
Mstep: Class 5 contains 33263 members 
Mstep: Class 6 contains 38006 members 
Mstep: Class 7 contains 10872 members 
Mstep: Class 8 contains 1356 members 
Mstep: Class 9 contains 95320 members 
Mstep: Class 10 contains 142720 members 
Mstep: Class 11 contains 114486 members 
Mstep: Class 12 contains 5431 members 
Mstep: Class 13 contains 3540 members 
Mstep: Class 14 contains 4832 members 
Mstep: Class 15 contains 3126 members 
Mstep: Class 16 contains 10680 members 
Mstep: Class 17 contains 3591 members 
Mstep: Class 18 contains 2516 members 
Mstep: Class 19 contains 11905 members 
Mstep: Class 20 contains 10221 members 
Mstep: Class 21 contains 2563 members 
Mstep: Class 22 contains 9554 members 
Mstep: Class 23 contains 5153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721752.000000 Penalty: 13779.833984
Iteration 46Q: 24 clusters Score -1.572175e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 9549 members 
Mstep: Class 4 contains 750 members 
Mstep: Class 5 contains 33428 members 
Mstep: Class 6 contains 38872 members 
Mstep: Class 7 contains 10911 members 
Mstep: Class 8 contains 1384 members 
Mstep: Class 9 contains 93766 members 
Mstep: Class 10 contains 142598 members 
Mstep: Class 11 contains 114799 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 13 contains 3486 members 
Mstep: Class 14 contains 4893 members 
Mstep: Class 15 contains 3416 members 
Mstep: Class 16 contains 11037 members 
Mstep: Class 17 contains 3579 members 
Mstep: Class 18 contains 2517 members 
Mstep: Class 19 contains 11871 members 
Mstep: Class 20 contains 10099 members 
Mstep: Class 21 contains 2569 members 
Mstep: Class 22 contains 9502 members 
Mstep: Class 23 contains 5233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15722359.000000 Penalty: 13779.833984
Iteration 47Q: 24 clusters Score -1.572236e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 9223 members 
Mstep: Class 4 contains 756 members 
Mstep: Class 5 contains 33613 members 
Mstep: Class 6 contains 39725 members 
Mstep: Class 7 contains 10963 members 
Mstep: Class 8 contains 1408 members 
Mstep: Class 9 contains 92192 members 
Mstep: Class 10 contains 142481 members 
Mstep: Class 11 contains 115096 members 
Mstep: Class 12 contains 5426 members 
Mstep: Class 13 contains 3436 members 
Mstep: Class 14 contains 4953 members 
Mstep: Class 15 contains 3692 members 
Mstep: Class 16 contains 11391 members 
Mstep: Class 17 contains 3572 members 
Mstep: Class 18 contains 2518 members 
Mstep: Class 19 contains 11836 members 
Mstep: Class 20 contains 9993 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 9464 members 
Mstep: Class 23 contains 5299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15722809.000000 Penalty: 13779.833984
Iteration 48Q: 24 clusters Score -1.572281e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 8862 members 
Mstep: Class 4 contains 760 members 
Mstep: Class 5 contains 33827 members 
Mstep: Class 6 contains 40651 members 
Mstep: Class 7 contains 11029 members 
Mstep: Class 8 contains 1437 members 
Mstep: Class 9 contains 90623 members 
Mstep: Class 10 contains 142353 members 
Mstep: Class 11 contains 115387 members 
Mstep: Class 12 contains 5440 members 
Mstep: Class 13 contains 3410 members 
Mstep: Class 14 contains 4990 members 
Mstep: Class 15 contains 3905 members 
Mstep: Class 16 contains 11719 members 
Mstep: Class 17 contains 3549 members 
Mstep: Class 18 contains 2518 members 
Mstep: Class 19 contains 11823 members 
Mstep: Class 20 contains 9892 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 9441 members 
Mstep: Class 23 contains 5361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723353.000000 Penalty: 13779.833984
Iteration 49Q: 24 clusters Score -1.572335e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 815 members 
Mstep: Class 3 contains 8468 members 
Mstep: Class 4 contains 758 members 
Mstep: Class 5 contains 34034 members 
Mstep: Class 6 contains 41551 members 
Mstep: Class 7 contains 11108 members 
Mstep: Class 8 contains 1471 members 
Mstep: Class 9 contains 89111 members 
Mstep: Class 10 contains 142242 members 
Mstep: Class 11 contains 115676 members 
Mstep: Class 12 contains 5465 members 
Mstep: Class 13 contains 3396 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 4071 members 
Mstep: Class 16 contains 12037 members 
Mstep: Class 17 contains 3547 members 
Mstep: Class 18 contains 2521 members 
Mstep: Class 19 contains 11816 members 
Mstep: Class 20 contains 9802 members 
Mstep: Class 21 contains 2581 members 
Mstep: Class 22 contains 9412 members 
Mstep: Class 23 contains 5414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723868.000000 Penalty: 13779.833984
Iteration 50Q: 24 clusters Score -1.572387e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 818 members 
Mstep: Class 3 contains 8076 members 
Mstep: Class 4 contains 751 members 
Mstep: Class 5 contains 34252 members 
Mstep: Class 6 contains 42493 members 
Mstep: Class 7 contains 11183 members 
Mstep: Class 8 contains 1510 members 
Mstep: Class 9 contains 87623 members 
Mstep: Class 10 contains 142151 members 
Mstep: Class 11 contains 115934 members 
Mstep: Class 12 contains 5485 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 14 contains 5045 members 
Mstep: Class 15 contains 4220 members 
Mstep: Class 16 contains 12299 members 
Mstep: Class 17 contains 3551 members 
Mstep: Class 18 contains 2532 members 
Mstep: Class 19 contains 11794 members 
Mstep: Class 20 contains 9724 members 
Mstep: Class 21 contains 2582 members 
Mstep: Class 22 contains 9384 members 
Mstep: Class 23 contains 5454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724302.000000 Penalty: 13779.833984
Iteration 51Q: 24 clusters Score -1.57243e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 820 members 
Mstep: Class 3 contains 7705 members 
Mstep: Class 4 contains 735 members 
Mstep: Class 5 contains 34479 members 
Mstep: Class 6 contains 43360 members 
Mstep: Class 7 contains 11239 members 
Mstep: Class 8 contains 1546 members 
Mstep: Class 9 contains 86244 members 
Mstep: Class 10 contains 142105 members 
Mstep: Class 11 contains 116188 members 
Mstep: Class 12 contains 5495 members 
Mstep: Class 13 contains 3396 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 4375 members 
Mstep: Class 16 contains 12519 members 
Mstep: Class 17 contains 3541 members 
Mstep: Class 18 contains 2537 members 
Mstep: Class 19 contains 11750 members 
Mstep: Class 20 contains 9674 members 
Mstep: Class 21 contains 2575 members 
Mstep: Class 22 contains 9357 members 
Mstep: Class 23 contains 5496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724592.000000 Penalty: 13779.833984
Iteration 52Q: 24 clusters Score -1.572459e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 820 members 
Mstep: Class 3 contains 7319 members 
Mstep: Class 4 contains 716 members 
Mstep: Class 5 contains 34721 members 
Mstep: Class 6 contains 44241 members 
Mstep: Class 7 contains 11296 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 9 contains 84896 members 
Mstep: Class 10 contains 142028 members 
Mstep: Class 11 contains 116452 members 
Mstep: Class 12 contains 5493 members 
Mstep: Class 13 contains 3393 members 
Mstep: Class 14 contains 5106 members 
Mstep: Class 15 contains 4508 members 
Mstep: Class 16 contains 12726 members 
Mstep: Class 17 contains 3536 members 
Mstep: Class 18 contains 2550 members 
Mstep: Class 19 contains 11719 members 
Mstep: Class 20 contains 9641 members 
Mstep: Class 21 contains 2574 members 
Mstep: Class 22 contains 9331 members 
Mstep: Class 23 contains 5532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725013.000000 Penalty: 13779.833984
Iteration 53Q: 24 clusters Score -1.572501e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 820 members 
Mstep: Class 3 contains 6901 members 
Mstep: Class 4 contains 700 members 
Mstep: Class 5 contains 34968 members 
Mstep: Class 6 contains 45139 members 
Mstep: Class 7 contains 11344 members 
Mstep: Class 8 contains 1610 members 
Mstep: Class 9 contains 83543 members 
Mstep: Class 10 contains 141965 members 
Mstep: Class 11 contains 116705 members 
Mstep: Class 12 contains 5520 members 
Mstep: Class 13 contains 3394 members 
Mstep: Class 14 contains 5127 members 
Mstep: Class 15 contains 4637 members 
Mstep: Class 16 contains 12922 members 
Mstep: Class 17 contains 3529 members 
Mstep: Class 18 contains 2578 members 
Mstep: Class 19 contains 11680 members 
Mstep: Class 20 contains 9625 members 
Mstep: Class 21 contains 2571 members 
Mstep: Class 22 contains 9304 members 
Mstep: Class 23 contains 5562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725447.000000 Penalty: 13779.833984
Iteration 54Q: 24 clusters Score -1.572545e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 821 members 
Mstep: Class 3 contains 6505 members 
Mstep: Class 4 contains 689 members 
Mstep: Class 5 contains 35187 members 
Mstep: Class 6 contains 46014 members 
Mstep: Class 7 contains 11368 members 
Mstep: Class 8 contains 1632 members 
Mstep: Class 9 contains 82270 members 
Mstep: Class 10 contains 141932 members 
Mstep: Class 11 contains 116914 members 
Mstep: Class 12 contains 5538 members 
Mstep: Class 13 contains 3421 members 
Mstep: Class 14 contains 5152 members 
Mstep: Class 15 contains 4750 members 
Mstep: Class 16 contains 13115 members 
Mstep: Class 17 contains 3517 members 
Mstep: Class 18 contains 2593 members 
Mstep: Class 19 contains 11637 members 
Mstep: Class 20 contains 9623 members 
Mstep: Class 21 contains 2570 members 
Mstep: Class 22 contains 9270 members 
Mstep: Class 23 contains 5587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725945.000000 Penalty: 13779.833984
Iteration 55Q: 24 clusters Score -1.572594e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 819 members 
Mstep: Class 3 contains 6126 members 
Mstep: Class 4 contains 669 members 
Mstep: Class 5 contains 35400 members 
Mstep: Class 6 contains 46869 members 
Mstep: Class 7 contains 11398 members 
Mstep: Class 8 contains 1656 members 
Mstep: Class 9 contains 81097 members 
Mstep: Class 10 contains 141898 members 
Mstep: Class 11 contains 117080 members 
Mstep: Class 12 contains 5559 members 
Mstep: Class 13 contains 3428 members 
Mstep: Class 14 contains 5163 members 
Mstep: Class 15 contains 4864 members 
Mstep: Class 16 contains 13307 members 
Mstep: Class 17 contains 3506 members 
Mstep: Class 18 contains 2606 members 
Mstep: Class 19 contains 11613 members 
Mstep: Class 20 contains 9596 members 
Mstep: Class 21 contains 2573 members 
Mstep: Class 22 contains 9231 members 
Mstep: Class 23 contains 5612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726333.000000 Penalty: 13779.833984
Iteration 56Q: 24 clusters Score -1.572633e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 659 members 
Mstep: Class 5 contains 35595 members 
Mstep: Class 6 contains 47712 members 
Mstep: Class 7 contains 11426 members 
Mstep: Class 8 contains 1676 members 
Mstep: Class 9 contains 80003 members 
Mstep: Class 10 contains 141868 members 
Mstep: Class 11 contains 117203 members 
Mstep: Class 12 contains 5569 members 
Mstep: Class 13 contains 3441 members 
Mstep: Class 14 contains 5175 members 
Mstep: Class 15 contains 4941 members 
Mstep: Class 16 contains 13465 members 
Mstep: Class 17 contains 3517 members 
Mstep: Class 18 contains 2623 members 
Mstep: Class 19 contains 11577 members 
Mstep: Class 20 contains 9588 members 
Mstep: Class 21 contains 2580 members 
Mstep: Class 22 contains 9190 members 
Mstep: Class 23 contains 5632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726712.000000 Penalty: 13779.833984
Iteration 57Q: 24 clusters Score -1.572671e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 5436 members 
Mstep: Class 4 contains 651 members 
Mstep: Class 5 contains 35782 members 
Mstep: Class 6 contains 48526 members 
Mstep: Class 7 contains 11457 members 
Mstep: Class 8 contains 1692 members 
Mstep: Class 9 contains 78986 members 
Mstep: Class 10 contains 141859 members 
Mstep: Class 11 contains 117275 members 
Mstep: Class 12 contains 5567 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 5190 members 
Mstep: Class 15 contains 5014 members 
Mstep: Class 16 contains 13622 members 
Mstep: Class 17 contains 3518 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 11560 members 
Mstep: Class 20 contains 9579 members 
Mstep: Class 21 contains 2586 members 
Mstep: Class 22 contains 9157 members 
Mstep: Class 23 contains 5638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727138.000000 Penalty: 13779.833984
Iteration 58Q: 24 clusters Score -1.572714e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 804 members 
Mstep: Class 3 contains 5165 members 
Mstep: Class 4 contains 646 members 
Mstep: Class 5 contains 35982 members 
Mstep: Class 6 contains 49282 members 
Mstep: Class 7 contains 11482 members 
Mstep: Class 8 contains 1703 members 
Mstep: Class 9 contains 77946 members 
Mstep: Class 10 contains 141877 members 
Mstep: Class 11 contains 117331 members 
Mstep: Class 12 contains 5567 members 
Mstep: Class 13 contains 3477 members 
Mstep: Class 14 contains 5196 members 
Mstep: Class 15 contains 5093 members 
Mstep: Class 16 contains 13775 members 
Mstep: Class 17 contains 3497 members 
Mstep: Class 18 contains 2641 members 
Mstep: Class 19 contains 11531 members 
Mstep: Class 20 contains 9571 members 
Mstep: Class 21 contains 2595 members 
Mstep: Class 22 contains 9137 members 
Mstep: Class 23 contains 5655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727443.000000 Penalty: 13779.833984
Iteration 59Q: 24 clusters Score -1.572744e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 4946 members 
Mstep: Class 4 contains 641 members 
Mstep: Class 5 contains 36177 members 
Mstep: Class 6 contains 49967 members 
Mstep: Class 7 contains 11504 members 
Mstep: Class 8 contains 1711 members 
Mstep: Class 9 contains 76953 members 
Mstep: Class 10 contains 141877 members 
Mstep: Class 11 contains 117436 members 
Mstep: Class 12 contains 5562 members 
Mstep: Class 13 contains 3499 members 
Mstep: Class 14 contains 5198 members 
Mstep: Class 15 contains 5151 members 
Mstep: Class 16 contains 13930 members 
Mstep: Class 17 contains 3478 members 
Mstep: Class 18 contains 2643 members 
Mstep: Class 19 contains 11494 members 
Mstep: Class 20 contains 9573 members 
Mstep: Class 21 contains 2602 members 
Mstep: Class 22 contains 9107 members 
Mstep: Class 23 contains 5664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728026.000000 Penalty: 13779.833984
Iteration 60F: 24 clusters Score -1.572803e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 4769 members 
Mstep: Class 4 contains 652 members 
Mstep: Class 5 contains 36382 members 
Mstep: Class 6 contains 50559 members 
Mstep: Class 7 contains 11528 members 
Mstep: Class 8 contains 1778 members 
Mstep: Class 9 contains 75900 members 
Mstep: Class 10 contains 141883 members 
Mstep: Class 11 contains 117381 members 
Mstep: Class 12 contains 5537 members 
Mstep: Class 13 contains 3474 members 
Mstep: Class 14 contains 5188 members 
Mstep: Class 15 contains 5492 members 
Mstep: Class 16 contains 14098 members 
Mstep: Class 17 contains 3439 members 
Mstep: Class 18 contains 2642 members 
Mstep: Class 19 contains 11449 members 
Mstep: Class 20 contains 9572 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 9072 members 
Mstep: Class 23 contains 5681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728562.000000 Penalty: 13779.833984
Iteration 61Q: 24 clusters Score -1.572856e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 71 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 807 members 
Mstep: Class 3 contains 4584 members 
Mstep: Class 4 contains 640 members 
Mstep: Class 5 contains 36611 members 
Mstep: Class 6 contains 51127 members 
Mstep: Class 7 contains 11561 members 
Mstep: Class 8 contains 1856 members 
Mstep: Class 9 contains 74846 members 
Mstep: Class 10 contains 141896 members 
Mstep: Class 11 contains 117353 members 
Mstep: Class 12 contains 5518 members 
Mstep: Class 13 contains 3458 members 
Mstep: Class 14 contains 5185 members 
Mstep: Class 15 contains 5799 members 
Mstep: Class 16 contains 14249 members 
Mstep: Class 17 contains 3416 members 
Mstep: Class 18 contains 2636 members 
Mstep: Class 19 contains 11395 members 
Mstep: Class 20 contains 9566 members 
Mstep: Class 21 contains 2613 members 
Mstep: Class 22 contains 9044 members 
Mstep: Class 23 contains 5696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729015.000000 Penalty: 13779.833984
Iteration 62Q: 24 clusters Score -1.572902e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 808 members 
Mstep: Class 3 contains 4470 members 
Mstep: Class 4 contains 627 members 
Mstep: Class 5 contains 36816 members 
Mstep: Class 6 contains 51620 members 
Mstep: Class 7 contains 11575 members 
Mstep: Class 8 contains 1922 members 
Mstep: Class 9 contains 73815 members 
Mstep: Class 10 contains 141911 members 
Mstep: Class 11 contains 117358 members 
Mstep: Class 12 contains 5507 members 
Mstep: Class 13 contains 3447 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 15 contains 6081 members 
Mstep: Class 16 contains 14407 members 
Mstep: Class 17 contains 3375 members 
Mstep: Class 18 contains 2630 members 
Mstep: Class 19 contains 11333 members 
Mstep: Class 20 contains 9566 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 9016 members 
Mstep: Class 23 contains 5729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729346.000000 Penalty: 13779.833984
Iteration 63Q: 24 clusters Score -1.572935e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 813 members 
Mstep: Class 3 contains 4354 members 
Mstep: Class 4 contains 619 members 
Mstep: Class 5 contains 37034 members 
Mstep: Class 6 contains 52049 members 
Mstep: Class 7 contains 11586 members 
Mstep: Class 8 contains 1988 members 
Mstep: Class 9 contains 72794 members 
Mstep: Class 10 contains 141930 members 
Mstep: Class 11 contains 117440 members 
Mstep: Class 12 contains 5500 members 
Mstep: Class 13 contains 3446 members 
Mstep: Class 14 contains 5176 members 
Mstep: Class 15 contains 6325 members 
Mstep: Class 16 contains 14552 members 
Mstep: Class 17 contains 3335 members 
Mstep: Class 18 contains 2621 members 
Mstep: Class 19 contains 11291 members 
Mstep: Class 20 contains 9565 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8988 members 
Mstep: Class 23 contains 5761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729616.000000 Penalty: 13779.833984
Iteration 64Q: 24 clusters Score -1.572962e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 4263 members 
Mstep: Class 4 contains 608 members 
Mstep: Class 5 contains 37248 members 
Mstep: Class 6 contains 52447 members 
Mstep: Class 7 contains 11595 members 
Mstep: Class 8 contains 2050 members 
Mstep: Class 9 contains 71841 members 
Mstep: Class 10 contains 141959 members 
Mstep: Class 11 contains 117495 members 
Mstep: Class 12 contains 5497 members 
Mstep: Class 13 contains 3452 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 15 contains 6557 members 
Mstep: Class 16 contains 14687 members 
Mstep: Class 17 contains 3308 members 
Mstep: Class 18 contains 2613 members 
Mstep: Class 19 contains 11224 members 
Mstep: Class 20 contains 9571 members 
Mstep: Class 21 contains 2602 members 
Mstep: Class 22 contains 8949 members 
Mstep: Class 23 contains 5779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729968.000000 Penalty: 13779.833984
Iteration 65Q: 24 clusters Score -1.572997e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 816 members 
Mstep: Class 3 contains 4181 members 
Mstep: Class 4 contains 603 members 
Mstep: Class 5 contains 37464 members 
Mstep: Class 6 contains 52792 members 
Mstep: Class 7 contains 11627 members 
Mstep: Class 8 contains 2100 members 
Mstep: Class 9 contains 70928 members 
Mstep: Class 10 contains 142000 members 
Mstep: Class 11 contains 117570 members 
Mstep: Class 12 contains 5483 members 
Mstep: Class 13 contains 3447 members 
Mstep: Class 14 contains 5167 members 
Mstep: Class 15 contains 6767 members 
Mstep: Class 16 contains 14803 members 
Mstep: Class 17 contains 3266 members 
Mstep: Class 18 contains 2607 members 
Mstep: Class 19 contains 11171 members 
Mstep: Class 20 contains 9578 members 
Mstep: Class 21 contains 2600 members 
Mstep: Class 22 contains 8923 members 
Mstep: Class 23 contains 5804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730262.000000 Penalty: 13779.833984
Iteration 66Q: 24 clusters Score -1.573026e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 4115 members 
Mstep: Class 4 contains 598 members 
Mstep: Class 5 contains 37664 members 
Mstep: Class 6 contains 53093 members 
Mstep: Class 7 contains 11648 members 
Mstep: Class 8 contains 2167 members 
Mstep: Class 9 contains 70063 members 
Mstep: Class 10 contains 142065 members 
Mstep: Class 11 contains 117610 members 
Mstep: Class 12 contains 5456 members 
Mstep: Class 13 contains 3435 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 6991 members 
Mstep: Class 16 contains 14888 members 
Mstep: Class 17 contains 3223 members 
Mstep: Class 18 contains 2601 members 
Mstep: Class 19 contains 11114 members 
Mstep: Class 20 contains 9587 members 
Mstep: Class 21 contains 2602 members 
Mstep: Class 22 contains 8895 members 
Mstep: Class 23 contains 5825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730504.000000 Penalty: 13779.833984
Iteration 67Q: 24 clusters Score -1.57305e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 831 members 
Mstep: Class 3 contains 4067 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 37813 members 
Mstep: Class 6 contains 53345 members 
Mstep: Class 7 contains 11689 members 
Mstep: Class 8 contains 2217 members 
Mstep: Class 9 contains 69282 members 
Mstep: Class 10 contains 142134 members 
Mstep: Class 11 contains 117622 members 
Mstep: Class 12 contains 5428 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 5172 members 
Mstep: Class 15 contains 7201 members 
Mstep: Class 16 contains 14971 members 
Mstep: Class 17 contains 3193 members 
Mstep: Class 18 contains 2599 members 
Mstep: Class 19 contains 11074 members 
Mstep: Class 20 contains 9585 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8865 members 
Mstep: Class 23 contains 5845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730717.000000 Penalty: 13779.833984
Iteration 68Q: 24 clusters Score -1.573072e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 841 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 590 members 
Mstep: Class 5 contains 37962 members 
Mstep: Class 6 contains 53578 members 
Mstep: Class 7 contains 11725 members 
Mstep: Class 8 contains 2257 members 
Mstep: Class 9 contains 68511 members 
Mstep: Class 10 contains 142205 members 
Mstep: Class 11 contains 117673 members 
Mstep: Class 12 contains 5420 members 
Mstep: Class 13 contains 3416 members 
Mstep: Class 14 contains 5163 members 
Mstep: Class 15 contains 7388 members 
Mstep: Class 16 contains 15063 members 
Mstep: Class 17 contains 3171 members 
Mstep: Class 18 contains 2594 members 
Mstep: Class 19 contains 11054 members 
Mstep: Class 20 contains 9571 members 
Mstep: Class 21 contains 2605 members 
Mstep: Class 22 contains 8835 members 
Mstep: Class 23 contains 5859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730858.000000 Penalty: 13779.833984
Iteration 69Q: 24 clusters Score -1.573086e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 853 members 
Mstep: Class 3 contains 3981 members 
Mstep: Class 4 contains 588 members 
Mstep: Class 5 contains 38096 members 
Mstep: Class 6 contains 53740 members 
Mstep: Class 7 contains 11758 members 
Mstep: Class 8 contains 2284 members 
Mstep: Class 9 contains 67802 members 
Mstep: Class 10 contains 142268 members 
Mstep: Class 11 contains 117729 members 
Mstep: Class 12 contains 5409 members 
Mstep: Class 13 contains 3414 members 
Mstep: Class 14 contains 5153 members 
Mstep: Class 15 contains 7551 members 
Mstep: Class 16 contains 15161 members 
Mstep: Class 17 contains 3145 members 
Mstep: Class 18 contains 2592 members 
Mstep: Class 19 contains 11037 members 
Mstep: Class 20 contains 9582 members 
Mstep: Class 21 contains 2601 members 
Mstep: Class 22 contains 8803 members 
Mstep: Class 23 contains 5881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730988.000000 Penalty: 13779.833984
Iteration 70Q: 24 clusters Score -1.573099e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 864 members 
Mstep: Class 3 contains 3961 members 
Mstep: Class 4 contains 588 members 
Mstep: Class 5 contains 38235 members 
Mstep: Class 6 contains 53898 members 
Mstep: Class 7 contains 11807 members 
Mstep: Class 8 contains 2310 members 
Mstep: Class 9 contains 67086 members 
Mstep: Class 10 contains 142312 members 
Mstep: Class 11 contains 117806 members 
Mstep: Class 12 contains 5407 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 15 contains 7692 members 
Mstep: Class 16 contains 15258 members 
Mstep: Class 17 contains 3118 members 
Mstep: Class 18 contains 2592 members 
Mstep: Class 19 contains 11005 members 
Mstep: Class 20 contains 9596 members 
Mstep: Class 21 contains 2599 members 
Mstep: Class 22 contains 8785 members 
Mstep: Class 23 contains 5892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731147.000000 Penalty: 13779.833984
Iteration 71Q: 24 clusters Score -1.573115e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 875 members 
Mstep: Class 3 contains 3941 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 38344 members 
Mstep: Class 6 contains 54014 members 
Mstep: Class 7 contains 11865 members 
Mstep: Class 8 contains 2325 members 
Mstep: Class 9 contains 66404 members 
Mstep: Class 10 contains 142385 members 
Mstep: Class 11 contains 117873 members 
Mstep: Class 12 contains 5397 members 
Mstep: Class 13 contains 3420 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 7838 members 
Mstep: Class 16 contains 15359 members 
Mstep: Class 17 contains 3089 members 
Mstep: Class 18 contains 2587 members 
Mstep: Class 19 contains 10993 members 
Mstep: Class 20 contains 9612 members 
Mstep: Class 21 contains 2602 members 
Mstep: Class 22 contains 8772 members 
Mstep: Class 23 contains 5897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731338.000000 Penalty: 13779.833984
Iteration 72Q: 24 clusters Score -1.573134e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 881 members 
Mstep: Class 3 contains 3916 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 38448 members 
Mstep: Class 6 contains 54138 members 
Mstep: Class 7 contains 11941 members 
Mstep: Class 8 contains 2335 members 
Mstep: Class 9 contains 65743 members 
Mstep: Class 10 contains 142437 members 
Mstep: Class 11 contains 117928 members 
Mstep: Class 12 contains 5390 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 14 contains 5107 members 
Mstep: Class 15 contains 7967 members 
Mstep: Class 16 contains 15466 members 
Mstep: Class 17 contains 3058 members 
Mstep: Class 18 contains 2580 members 
Mstep: Class 19 contains 10987 members 
Mstep: Class 20 contains 9635 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8755 members 
Mstep: Class 23 contains 5910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731352.000000 Penalty: 13779.833984
Iteration 73Q: 24 clusters Score -1.573135e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 889 members 
Mstep: Class 3 contains 3896 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 38561 members 
Mstep: Class 6 contains 54273 members 
Mstep: Class 7 contains 12024 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 9 contains 65125 members 
Mstep: Class 10 contains 142493 members 
Mstep: Class 11 contains 117983 members 
Mstep: Class 12 contains 5376 members 
Mstep: Class 13 contains 3433 members 
Mstep: Class 14 contains 5093 members 
Mstep: Class 15 contains 8063 members 
Mstep: Class 16 contains 15563 members 
Mstep: Class 17 contains 3034 members 
Mstep: Class 18 contains 2576 members 
Mstep: Class 19 contains 10979 members 
Mstep: Class 20 contains 9652 members 
Mstep: Class 21 contains 2613 members 
Mstep: Class 22 contains 8743 members 
Mstep: Class 23 contains 5910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731425.000000 Penalty: 13779.833984
Iteration 74Q: 24 clusters Score -1.573142e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 893 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 38684 members 
Mstep: Class 6 contains 54394 members 
Mstep: Class 7 contains 12124 members 
Mstep: Class 8 contains 2346 members 
Mstep: Class 9 contains 64509 members 
Mstep: Class 10 contains 142547 members 
Mstep: Class 11 contains 118035 members 
Mstep: Class 12 contains 5359 members 
Mstep: Class 13 contains 3440 members 
Mstep: Class 14 contains 5087 members 
Mstep: Class 15 contains 8154 members 
Mstep: Class 16 contains 15652 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 2568 members 
Mstep: Class 19 contains 10980 members 
Mstep: Class 20 contains 9664 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 8738 members 
Mstep: Class 23 contains 5909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731523.000000 Penalty: 13779.833984
Iteration 75Q: 24 clusters Score -1.573152e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 896 members 
Mstep: Class 3 contains 3840 members 
Mstep: Class 4 contains 596 members 
Mstep: Class 5 contains 38784 members 
Mstep: Class 6 contains 54489 members 
Mstep: Class 7 contains 12221 members 
Mstep: Class 8 contains 2354 members 
Mstep: Class 9 contains 63911 members 
Mstep: Class 10 contains 142593 members 
Mstep: Class 11 contains 118120 members 
Mstep: Class 12 contains 5349 members 
Mstep: Class 13 contains 3426 members 
Mstep: Class 14 contains 5080 members 
Mstep: Class 15 contains 8262 members 
Mstep: Class 16 contains 15765 members 
Mstep: Class 17 contains 3005 members 
Mstep: Class 18 contains 2554 members 
Mstep: Class 19 contains 10977 members 
Mstep: Class 20 contains 9677 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 8722 members 
Mstep: Class 23 contains 5913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731545.000000 Penalty: 13779.833984
Iteration 76Q: 24 clusters Score -1.573154e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 900 members 
Mstep: Class 3 contains 3824 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 38882 members 
Mstep: Class 6 contains 54588 members 
Mstep: Class 7 contains 12328 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 63311 members 
Mstep: Class 10 contains 142638 members 
Mstep: Class 11 contains 118219 members 
Mstep: Class 12 contains 5341 members 
Mstep: Class 13 contains 3419 members 
Mstep: Class 14 contains 5082 members 
Mstep: Class 15 contains 8338 members 
Mstep: Class 16 contains 15871 members 
Mstep: Class 17 contains 2995 members 
Mstep: Class 18 contains 2542 members 
Mstep: Class 19 contains 10972 members 
Mstep: Class 20 contains 9688 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 8710 members 
Mstep: Class 23 contains 5914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731657.000000 Penalty: 13779.833984
Iteration 77Q: 24 clusters Score -1.573166e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 903 members 
Mstep: Class 3 contains 3808 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 38990 members 
Mstep: Class 6 contains 54694 members 
Mstep: Class 7 contains 12433 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 62707 members 
Mstep: Class 10 contains 142663 members 
Mstep: Class 11 contains 118314 members 
Mstep: Class 12 contains 5334 members 
Mstep: Class 13 contains 3407 members 
Mstep: Class 14 contains 5070 members 
Mstep: Class 15 contains 8420 members 
Mstep: Class 16 contains 15982 members 
Mstep: Class 17 contains 2983 members 
Mstep: Class 18 contains 2534 members 
Mstep: Class 19 contains 10967 members 
Mstep: Class 20 contains 9708 members 
Mstep: Class 21 contains 2605 members 
Mstep: Class 22 contains 8709 members 
Mstep: Class 23 contains 5914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731731.000000 Penalty: 13779.833984
Iteration 78Q: 24 clusters Score -1.573173e+07 nChanged 1095
Entering ConstructFrom: 
Score: -15731731.000000 Penalty: 13779.833984
Entering ConstructFrom: 
Trying to split cluster 1 (3956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Entering Unmasked Estep 
Score: -129467.632812 Penalty: 376.875977
	Iteration 0F: 2 clusters Score -129467.6 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 1949 members 
Entering Unmasked Estep 
Score: -126783.562500 Penalty: 753.751953
	Iteration 0F: 3 clusters Score -126783.6 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -127718.687500 Penalty: 753.751953
	Iteration 1F: 3 clusters Score -127718.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -127847.343750 Penalty: 753.751953
	Iteration 2F: 3 clusters Score -127847.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -127949.476562 Penalty: 753.751953
	Iteration 3F: 3 clusters Score -127949.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -128048.554688 Penalty: 753.751953
	Iteration 4Q: 3 clusters Score -128048.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -128174.195312 Penalty: 753.751953
	Iteration 5F: 3 clusters Score -128174.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -128298.515625 Penalty: 753.751953
	Iteration 6F: 3 clusters Score -128298.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -128428.023438 Penalty: 753.751953
	Iteration 7Q: 3 clusters Score -128428 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -128550.117188 Penalty: 753.751953
	Iteration 8Q: 3 clusters Score -128550.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -128669.054688 Penalty: 753.751953
	Iteration 9Q: 3 clusters Score -128669.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -128784.148438 Penalty: 753.751953
	Iteration 10Q: 3 clusters Score -128784.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -128866.671875 Penalty: 753.751953
	Iteration 11Q: 3 clusters Score -128866.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -128924.984375 Penalty: 753.751953
	Iteration 12Q: 3 clusters Score -128925 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -128975.960938 Penalty: 753.751953
	Iteration 13Q: 3 clusters Score -128976 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -129012.828125 Penalty: 753.751953
	Iteration 14Q: 3 clusters Score -129012.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -129034.960938 Penalty: 753.751953
	Iteration 15Q: 3 clusters Score -129035 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -129054.460938 Penalty: 753.751953
	Iteration 16Q: 3 clusters Score -129054.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -129075.617188 Penalty: 753.751953
	Iteration 17Q: 3 clusters Score -129075.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -129088.789062 Penalty: 753.751953
	Iteration 18Q: 3 clusters Score -129088.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -129101.492188 Penalty: 753.751953
	Iteration 19Q: 3 clusters Score -129101.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -129106.828125 Penalty: 753.751953
	Iteration 20F: 3 clusters Score -129106.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -129108.820312 Penalty: 753.751953
	Iteration 21Q: 3 clusters Score -129108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -129110.828125 Penalty: 753.751953
	Iteration 22Q: 3 clusters Score -129110.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -129113.828125 Penalty: 753.751953
	Iteration 23Q: 3 clusters Score -129113.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -129119.093750 Penalty: 753.751953
	Iteration 24Q: 3 clusters Score -129119.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -129123.789062 Penalty: 753.751953
	Iteration 25Q: 3 clusters Score -129123.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -129127.468750 Penalty: 753.751953
	Iteration 26Q: 3 clusters Score -129127.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -129129.781250 Penalty: 753.751953
	Iteration 27Q: 3 clusters Score -129129.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -129129.781250 Penalty: 753.751953
	Iteration 28F: 3 clusters Score -129129.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -29594.808594 Penalty: 309.861481
	Iteration 0F: 2 clusters Score -29594.81 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -28856.009766 Penalty: 619.722961
	Iteration 0F: 3 clusters Score -28856.01 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -29062.953125 Penalty: 619.722961
	Iteration 1F: 3 clusters Score -29062.95 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -29101.035156 Penalty: 619.722961
	Iteration 2F: 3 clusters Score -29101.04 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -29124.707031 Penalty: 619.722961
	Iteration 3Q: 3 clusters Score -29124.71 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -29137.271484 Penalty: 619.722961
	Iteration 4Q: 3 clusters Score -29137.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -29149.544922 Penalty: 619.722961
	Iteration 5Q: 3 clusters Score -29149.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -29164.373047 Penalty: 619.722961
	Iteration 6Q: 3 clusters Score -29164.37 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -29176.238281 Penalty: 619.722961
	Iteration 7Q: 3 clusters Score -29176.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -29186.048828 Penalty: 619.722961
	Iteration 8Q: 3 clusters Score -29186.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29189.494141 Penalty: 619.722961
	Iteration 9Q: 3 clusters Score -29189.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -29191.562500 Penalty: 619.722961
	Iteration 10Q: 3 clusters Score -29191.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -29194.113281 Penalty: 619.722961
	Iteration 11Q: 3 clusters Score -29194.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -29200.371094 Penalty: 619.722961
	Iteration 12Q: 3 clusters Score -29200.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -29204.794922 Penalty: 619.722961
	Iteration 13Q: 3 clusters Score -29204.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -29208.945312 Penalty: 619.722961
	Iteration 14Q: 3 clusters Score -29208.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -29215.052734 Penalty: 619.722961
	Iteration 15Q: 3 clusters Score -29215.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -29220.644531 Penalty: 619.722961
	Iteration 16Q: 3 clusters Score -29220.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -29226.291016 Penalty: 619.722961
	Iteration 17Q: 3 clusters Score -29226.29 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29240.201172 Penalty: 619.722961
	Iteration 18Q: 3 clusters Score -29240.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -29250.628906 Penalty: 619.722961
	Iteration 19Q: 3 clusters Score -29250.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29259.126953 Penalty: 619.722961
	Iteration 20F: 3 clusters Score -29259.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -29262.093750 Penalty: 619.722961
	Iteration 21Q: 3 clusters Score -29262.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -29267.089844 Penalty: 619.722961
	Iteration 22Q: 3 clusters Score -29267.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -29274.019531 Penalty: 619.722961
	Iteration 23Q: 3 clusters Score -29274.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -29277.898438 Penalty: 619.722961
	Iteration 24Q: 3 clusters Score -29277.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -29290.433594 Penalty: 619.722961
	Iteration 25Q: 3 clusters Score -29290.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29298.466797 Penalty: 619.722961
	Iteration 26Q: 3 clusters Score -29298.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29301.414062 Penalty: 619.722961
	Iteration 27Q: 3 clusters Score -29301.41 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29303.947266 Penalty: 619.722961
	Iteration 28Q: 3 clusters Score -29303.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29304.830078 Penalty: 619.722961
	Iteration 29Q: 3 clusters Score -29304.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -29304.830078 Penalty: 619.722961
	Iteration 30F: 3 clusters Score -29304.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Entering Unmasked Estep 
Score: -112233.257812 Penalty: 374.949554
	Iteration 0F: 2 clusters Score -112233.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -109685.835938 Penalty: 749.899109
	Iteration 0F: 3 clusters Score -109685.8 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -110636.921875 Penalty: 749.899109
	Iteration 1F: 3 clusters Score -110636.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -110842.609375 Penalty: 749.899109
	Iteration 2F: 3 clusters Score -110842.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -111045.125000 Penalty: 749.899109
	Iteration 3F: 3 clusters Score -111045.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -111222.898438 Penalty: 749.899109
	Iteration 4F: 3 clusters Score -111222.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -111369.000000 Penalty: 749.899109
	Iteration 5F: 3 clusters Score -111369 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -111506.062500 Penalty: 749.899109
	Iteration 6Q: 3 clusters Score -111506.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -111598.492188 Penalty: 749.899109
	Iteration 7Q: 3 clusters Score -111598.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -111669.007812 Penalty: 749.899109
	Iteration 8Q: 3 clusters Score -111669 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -111721.546875 Penalty: 749.899109
	Iteration 9Q: 3 clusters Score -111721.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -111760.781250 Penalty: 749.899109
	Iteration 10Q: 3 clusters Score -111760.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -111783.492188 Penalty: 749.899109
	Iteration 11Q: 3 clusters Score -111783.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -111803.492188 Penalty: 749.899109
	Iteration 12Q: 3 clusters Score -111803.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -111818.281250 Penalty: 749.899109
	Iteration 13Q: 3 clusters Score -111818.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -111828.484375 Penalty: 749.899109
	Iteration 14Q: 3 clusters Score -111828.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -111836.445312 Penalty: 749.899109
	Iteration 15Q: 3 clusters Score -111836.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -111844.171875 Penalty: 749.899109
	Iteration 16Q: 3 clusters Score -111844.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -111853.375000 Penalty: 749.899109
	Iteration 17Q: 3 clusters Score -111853.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -111860.554688 Penalty: 749.899109
	Iteration 18Q: 3 clusters Score -111860.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -111868.382812 Penalty: 749.899109
	Iteration 19Q: 3 clusters Score -111868.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -111877.781250 Penalty: 749.899109
	Iteration 20F: 3 clusters Score -111877.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -111884.796875 Penalty: 749.899109
	Iteration 21Q: 3 clusters Score -111884.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -111889.687500 Penalty: 749.899109
	Iteration 22Q: 3 clusters Score -111889.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -111897.710938 Penalty: 749.899109
	Iteration 23Q: 3 clusters Score -111897.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -111904.195312 Penalty: 749.899109
	Iteration 24Q: 3 clusters Score -111904.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -111907.835938 Penalty: 749.899109
	Iteration 25Q: 3 clusters Score -111907.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -111909.195312 Penalty: 749.899109
	Iteration 26Q: 3 clusters Score -111909.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -111909.695312 Penalty: 749.899109
	Iteration 27Q: 3 clusters Score -111909.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -111910.250000 Penalty: 749.899109
	Iteration 28Q: 3 clusters Score -111910.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -111910.460938 Penalty: 749.899109
	Iteration 29Q: 3 clusters Score -111910.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -111910.921875 Penalty: 749.899109
	Iteration 30Q: 3 clusters Score -111910.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -111911.101562 Penalty: 749.899109
	Iteration 31Q: 3 clusters Score -111911.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -111914.023438 Penalty: 749.899109
	Iteration 32Q: 3 clusters Score -111914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -111915.656250 Penalty: 749.899109
	Iteration 33Q: 3 clusters Score -111915.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -111917.992188 Penalty: 749.899109
	Iteration 34Q: 3 clusters Score -111918 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -111919.351562 Penalty: 749.899109
	Iteration 35Q: 3 clusters Score -111919.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -111919.351562 Penalty: 749.899109
	Iteration 36F: 3 clusters Score -111919.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Entering Unmasked Estep 
Score: -15322.104492 Penalty: 290.832245
	Iteration 0F: 2 clusters Score -15322.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -14788.529297 Penalty: 581.664490
	Iteration 0F: 3 clusters Score -14788.53 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -15079.282227 Penalty: 581.664490
	Iteration 1F: 3 clusters Score -15079.28 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -15182.328125 Penalty: 581.664490
	Iteration 2F: 3 clusters Score -15182.33 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -15216.848633 Penalty: 581.664490
	Iteration 3F: 3 clusters Score -15216.85 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -15238.718750 Penalty: 581.664490
	Iteration 4Q: 3 clusters Score -15238.72 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -15259.317383 Penalty: 581.664490
	Iteration 5Q: 3 clusters Score -15259.32 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -15285.798828 Penalty: 581.664490
	Iteration 6Q: 3 clusters Score -15285.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -15293.785156 Penalty: 581.664490
	Iteration 7Q: 3 clusters Score -15293.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -15295.704102 Penalty: 581.664490
	Iteration 8Q: 3 clusters Score -15295.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -15300.807617 Penalty: 581.664490
	Iteration 9Q: 3 clusters Score -15300.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -15304.922852 Penalty: 581.664490
	Iteration 10Q: 3 clusters Score -15304.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -15314.469727 Penalty: 581.664490
	Iteration 11Q: 3 clusters Score -15314.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -15321.520508 Penalty: 581.664490
	Iteration 12Q: 3 clusters Score -15321.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -15324.140625 Penalty: 581.664490
	Iteration 13Q: 3 clusters Score -15324.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -15325.171875 Penalty: 581.664490
	Iteration 14Q: 3 clusters Score -15325.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15327.198242 Penalty: 581.664490
	Iteration 15Q: 3 clusters Score -15327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -15327.198242 Penalty: 581.664490
	Iteration 16F: 3 clusters Score -15327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 3792 members 
Mstep: Class 4 contains 117 members 
Mstep: Class 5 contains 39096 members 
Mstep: Class 6 contains 54785 members 
Mstep: Class 7 contains 12540 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 62093 members 
Mstep: Class 10 contains 142702 members 
Mstep: Class 11 contains 118425 members 
Mstep: Class 12 contains 5335 members 
Mstep: Class 13 contains 3396 members 
Mstep: Class 14 contains 5069 members 
Mstep: Class 15 contains 8486 members 
Mstep: Class 16 contains 16083 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 10957 members 
Mstep: Class 20 contains 9736 members 
Mstep: Class 21 contains 2601 members 
Mstep: Class 22 contains 8706 members 
Mstep: Class 23 contains 5917 members 
Mstep: Class 24 contains 480 members 
Entering Unmasked Estep 
Score: -15731413.000000 Penalty: 14378.957031
Splitting cluster 4 changes total score from -15731731.000000 to -15731413.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (39096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39096 members 
Entering Unmasked Estep 
Score: -1253502.500000 Penalty: 481.106781
	Iteration 0F: 2 clusters Score -1253502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -1227247.125000 Penalty: 962.213562
	Iteration 0F: 3 clusters Score -1227247 nChanged 18931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -1238924.000000 Penalty: 962.213562
	Iteration 1F: 3 clusters Score -1238924 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -1239898.875000 Penalty: 962.213562
	Iteration 2F: 3 clusters Score -1239899 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 17852 members 
Entering Unmasked Estep 
Score: -1241356.000000 Penalty: 962.213562
	Iteration 3F: 3 clusters Score -1241356 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -1243279.375000 Penalty: 962.213562
	Iteration 4F: 3 clusters Score -1243279 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1245421.000000 Penalty: 962.213562
	Iteration 5F: 3 clusters Score -1245421 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -1247125.500000 Penalty: 962.213562
	Iteration 6F: 3 clusters Score -1247126 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -1248049.125000 Penalty: 962.213562
	Iteration 7Q: 3 clusters Score -1248049 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -1248518.875000 Penalty: 962.213562
	Iteration 8Q: 3 clusters Score -1248519 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -1248817.750000 Penalty: 962.213562
	Iteration 9Q: 3 clusters Score -1248818 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -1248999.875000 Penalty: 962.213562
	Iteration 10Q: 3 clusters Score -1249000 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -1249169.250000 Penalty: 962.213562
	Iteration 11Q: 3 clusters Score -1249169 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -1249317.500000 Penalty: 962.213562
	Iteration 12Q: 3 clusters Score -1249318 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -1249452.000000 Penalty: 962.213562
	Iteration 13Q: 3 clusters Score -1249452 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -1249578.875000 Penalty: 962.213562
	Iteration 14Q: 3 clusters Score -1249579 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -1249680.000000 Penalty: 962.213562
	Iteration 15Q: 3 clusters Score -1249680 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -1249767.750000 Penalty: 962.213562
	Iteration 16Q: 3 clusters Score -1249768 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 16095 members 
Entering Unmasked Estep 
Score: -1249849.500000 Penalty: 962.213562
	Iteration 17Q: 3 clusters Score -1249850 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -1249932.125000 Penalty: 962.213562
	Iteration 18Q: 3 clusters Score -1249932 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -1250014.625000 Penalty: 962.213562
	Iteration 19Q: 3 clusters Score -1250015 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23666 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1250093.875000 Penalty: 962.213562
	Iteration 20F: 3 clusters Score -1250094 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1250170.000000 Penalty: 962.213562
	Iteration 21Q: 3 clusters Score -1250170 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1250243.625000 Penalty: 962.213562
	Iteration 22Q: 3 clusters Score -1250244 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -1250312.000000 Penalty: 962.213562
	Iteration 23Q: 3 clusters Score -1250312 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -1250370.750000 Penalty: 962.213562
	Iteration 24Q: 3 clusters Score -1250371 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1250431.125000 Penalty: 962.213562
	Iteration 25Q: 3 clusters Score -1250431 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25205 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1250492.875000 Penalty: 962.213562
	Iteration 26Q: 3 clusters Score -1250493 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25445 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1250526.875000 Penalty: 962.213562
	Iteration 27Q: 3 clusters Score -1250527 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25680 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -1250570.500000 Penalty: 962.213562
	Iteration 28Q: 3 clusters Score -1250570 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1250605.000000 Penalty: 962.213562
	Iteration 29Q: 3 clusters Score -1250605 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26168 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -1250640.625000 Penalty: 962.213562
	Iteration 30Q: 3 clusters Score -1250641 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1250679.125000 Penalty: 962.213562
	Iteration 31Q: 3 clusters Score -1250679 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26659 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -1250711.750000 Penalty: 962.213562
	Iteration 32Q: 3 clusters Score -1250712 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1250741.375000 Penalty: 962.213562
	Iteration 33Q: 3 clusters Score -1250741 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -1250780.250000 Penalty: 962.213562
	Iteration 34Q: 3 clusters Score -1250780 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 11691 members 
Entering Unmasked Estep 
Score: -1250829.875000 Penalty: 962.213562
	Iteration 35Q: 3 clusters Score -1250830 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -1250869.500000 Penalty: 962.213562
	Iteration 36Q: 3 clusters Score -1250870 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 11155 members 
Entering Unmasked Estep 
Score: -1250914.250000 Penalty: 962.213562
	Iteration 37Q: 3 clusters Score -1250914 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28206 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1250960.875000 Penalty: 962.213562
	Iteration 38Q: 3 clusters Score -1250961 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1250999.250000 Penalty: 962.213562
	Iteration 39Q: 3 clusters Score -1250999 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1251038.000000 Penalty: 962.213562
	Iteration 40F: 3 clusters Score -1251038 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1251069.000000 Penalty: 962.213562
	Iteration 41Q: 3 clusters Score -1251069 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1251118.125000 Penalty: 962.213562
	Iteration 42Q: 3 clusters Score -1251118 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1251166.375000 Penalty: 962.213562
	Iteration 43Q: 3 clusters Score -1251166 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1251216.750000 Penalty: 962.213562
	Iteration 44Q: 3 clusters Score -1251217 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30130 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1251270.625000 Penalty: 962.213562
	Iteration 45Q: 3 clusters Score -1251271 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1251311.750000 Penalty: 962.213562
	Iteration 46Q: 3 clusters Score -1251312 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1251365.000000 Penalty: 962.213562
	Iteration 47Q: 3 clusters Score -1251365 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1251434.125000 Penalty: 962.213562
	Iteration 48Q: 3 clusters Score -1251434 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31361 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1251505.250000 Penalty: 962.213562
	Iteration 49Q: 3 clusters Score -1251505 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1251571.375000 Penalty: 962.213562
	Iteration 50Q: 3 clusters Score -1251571 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32044 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1251645.125000 Penalty: 962.213562
	Iteration 51Q: 3 clusters Score -1251645 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1251714.375000 Penalty: 962.213562
	Iteration 52Q: 3 clusters Score -1251714 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32755 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1251798.500000 Penalty: 962.213562
	Iteration 53Q: 3 clusters Score -1251798 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -1251881.625000 Penalty: 962.213562
	Iteration 54Q: 3 clusters Score -1251882 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33470 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1251973.000000 Penalty: 962.213562
	Iteration 55Q: 3 clusters Score -1251973 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1252074.625000 Penalty: 962.213562
	Iteration 56Q: 3 clusters Score -1252075 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1252164.375000 Penalty: 962.213562
	Iteration 57Q: 3 clusters Score -1252164 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1252261.750000 Penalty: 962.213562
	Iteration 58Q: 3 clusters Score -1252262 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1252337.000000 Penalty: 962.213562
	Iteration 59Q: 3 clusters Score -1252337 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1252419.875000 Penalty: 962.213562
	Iteration 60F: 3 clusters Score -1252420 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1252491.750000 Penalty: 962.213562
	Iteration 61Q: 3 clusters Score -1252492 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1252564.000000 Penalty: 962.213562
	Iteration 62Q: 3 clusters Score -1252564 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1252636.000000 Penalty: 962.213562
	Iteration 63Q: 3 clusters Score -1252636 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36315 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1252717.875000 Penalty: 962.213562
	Iteration 64Q: 3 clusters Score -1252718 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1252797.625000 Penalty: 962.213562
	Iteration 65Q: 3 clusters Score -1252798 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1252855.875000 Penalty: 962.213562
	Iteration 66Q: 3 clusters Score -1252856 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36989 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1252914.125000 Penalty: 962.213562
	Iteration 67Q: 3 clusters Score -1252914 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1252978.750000 Penalty: 962.213562
	Iteration 68Q: 3 clusters Score -1252979 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37329 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1253017.500000 Penalty: 962.213562
	Iteration 69Q: 3 clusters Score -1253018 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1253055.625000 Penalty: 962.213562
	Iteration 70Q: 3 clusters Score -1253056 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1253089.625000 Penalty: 962.213562
	Iteration 71Q: 3 clusters Score -1253090 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1253118.500000 Penalty: 962.213562
	Iteration 72Q: 3 clusters Score -1253118 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37731 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1253140.000000 Penalty: 962.213562
	Iteration 73Q: 3 clusters Score -1253140 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1253157.125000 Penalty: 962.213562
	Iteration 74Q: 3 clusters Score -1253157 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1253168.750000 Penalty: 962.213562
	Iteration 75Q: 3 clusters Score -1253169 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1253181.875000 Penalty: 962.213562
	Iteration 76Q: 3 clusters Score -1253182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37968 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1253195.375000 Penalty: 962.213562
	Iteration 77Q: 3 clusters Score -1253195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38018 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1253206.375000 Penalty: 962.213562
	Iteration 78Q: 3 clusters Score -1253206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1253213.875000 Penalty: 962.213562
	Iteration 79Q: 3 clusters Score -1253214 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38085 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1253223.125000 Penalty: 962.213562
	Iteration 80F: 3 clusters Score -1253223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1253228.625000 Penalty: 962.213562
	Iteration 81Q: 3 clusters Score -1253229 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38130 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1253232.500000 Penalty: 962.213562
	Iteration 82Q: 3 clusters Score -1253232 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1253237.375000 Penalty: 962.213562
	Iteration 83Q: 3 clusters Score -1253237 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38162 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1253243.875000 Penalty: 962.213562
	Iteration 84Q: 3 clusters Score -1253244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1253250.125000 Penalty: 962.213562
	Iteration 85Q: 3 clusters Score -1253250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38201 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1253254.625000 Penalty: 962.213562
	Iteration 86Q: 3 clusters Score -1253255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1253255.750000 Penalty: 962.213562
	Iteration 87Q: 3 clusters Score -1253256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38228 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1253259.000000 Penalty: 962.213562
	Iteration 88Q: 3 clusters Score -1253259 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38244 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1253263.500000 Penalty: 962.213562
	Iteration 89Q: 3 clusters Score -1253264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1253264.250000 Penalty: 962.213562
	Iteration 90Q: 3 clusters Score -1253264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38268 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1253267.375000 Penalty: 962.213562
	Iteration 91Q: 3 clusters Score -1253267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1253269.625000 Penalty: 962.213562
	Iteration 92Q: 3 clusters Score -1253270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38294 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1253271.375000 Penalty: 962.213562
	Iteration 93Q: 3 clusters Score -1253271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38300 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1253274.375000 Penalty: 962.213562
	Iteration 94Q: 3 clusters Score -1253274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1253272.375000 Penalty: 962.213562
	Iteration 95Q: 3 clusters Score -1253272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1253274.000000 Penalty: 962.213562
	Iteration 96Q: 3 clusters Score -1253274 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38313 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1253273.375000 Penalty: 962.213562
	Iteration 97Q: 3 clusters Score -1253273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38315 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1253273.375000 Penalty: 962.213562
	Iteration 98Q: 3 clusters Score -1253273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1253274.250000 Penalty: 962.213562
	Iteration 99Q: 3 clusters Score -1253274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1253274.250000 Penalty: 962.213562
	Iteration 100F: 3 clusters Score -1253274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (54785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54785 members 
Entering Unmasked Estep 
Score: -1686367.250000 Penalty: 496.458313
	Iteration 0F: 2 clusters Score -1686367 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -1649483.625000 Penalty: 992.916626
	Iteration 0F: 3 clusters Score -1649484 nChanged 26653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -1666316.750000 Penalty: 992.916626
	Iteration 1F: 3 clusters Score -1666317 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -1668407.375000 Penalty: 992.916626
	Iteration 2F: 3 clusters Score -1668407 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 39419 members 
Entering Unmasked Estep 
Score: -1671730.250000 Penalty: 992.916626
	Iteration 3F: 3 clusters Score -1671730 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -1676096.125000 Penalty: 992.916626
	Iteration 4F: 3 clusters Score -1676096 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 47694 members 
Entering Unmasked Estep 
Score: -1680289.125000 Penalty: 992.916626
	Iteration 5F: 3 clusters Score -1680289 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 50102 members 
Entering Unmasked Estep 
Score: -1682983.625000 Penalty: 992.916626
	Iteration 6Q: 3 clusters Score -1682984 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -1684349.500000 Penalty: 992.916626
	Iteration 7Q: 3 clusters Score -1684350 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 51890 members 
Entering Unmasked Estep 
Score: -1685021.250000 Penalty: 992.916626
	Iteration 8Q: 3 clusters Score -1685021 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -1685330.250000 Penalty: 992.916626
	Iteration 9Q: 3 clusters Score -1685330 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -1685519.375000 Penalty: 992.916626
	Iteration 10Q: 3 clusters Score -1685519 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 52693 members 
Entering Unmasked Estep 
Score: -1685627.125000 Penalty: 992.916626
	Iteration 11Q: 3 clusters Score -1685627 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -1685731.000000 Penalty: 992.916626
	Iteration 12Q: 3 clusters Score -1685731 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 52997 members 
Entering Unmasked Estep 
Score: -1685812.875000 Penalty: 992.916626
	Iteration 13Q: 3 clusters Score -1685813 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 53129 members 
Entering Unmasked Estep 
Score: -1685904.625000 Penalty: 992.916626
	Iteration 14Q: 3 clusters Score -1685905 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 53229 members 
Entering Unmasked Estep 
Score: -1685965.625000 Penalty: 992.916626
	Iteration 15Q: 3 clusters Score -1685966 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 53311 members 
Entering Unmasked Estep 
Score: -1686006.625000 Penalty: 992.916626
	Iteration 16Q: 3 clusters Score -1686007 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 53379 members 
Entering Unmasked Estep 
Score: -1686046.250000 Penalty: 992.916626
	Iteration 17Q: 3 clusters Score -1686046 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -1686066.375000 Penalty: 992.916626
	Iteration 18Q: 3 clusters Score -1686066 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 53485 members 
Entering Unmasked Estep 
Score: -1686086.500000 Penalty: 992.916626
	Iteration 19Q: 3 clusters Score -1686086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 53536 members 
Entering Unmasked Estep 
Score: -1686102.375000 Penalty: 992.916626
	Iteration 20F: 3 clusters Score -1686102 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -1686115.500000 Penalty: 992.916626
	Iteration 21Q: 3 clusters Score -1686116 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 53590 members 
Entering Unmasked Estep 
Score: -1686123.375000 Penalty: 992.916626
	Iteration 22Q: 3 clusters Score -1686123 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -1686126.625000 Penalty: 992.916626
	Iteration 23Q: 3 clusters Score -1686127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 53635 members 
Entering Unmasked Estep 
Score: -1686130.125000 Penalty: 992.916626
	Iteration 24Q: 3 clusters Score -1686130 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 53651 members 
Entering Unmasked Estep 
Score: -1686131.000000 Penalty: 992.916626
	Iteration 25Q: 3 clusters Score -1686131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -1686134.500000 Penalty: 992.916626
	Iteration 26Q: 3 clusters Score -1686134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -1686129.000000 Penalty: 992.916626
	Iteration 27Q: 3 clusters Score -1686129 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 53692 members 
Entering Unmasked Estep 
Score: -1686132.375000 Penalty: 992.916626
	Iteration 28Q: 3 clusters Score -1686132 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 53708 members 
Entering Unmasked Estep 
Score: -1686136.500000 Penalty: 992.916626
	Iteration 29Q: 3 clusters Score -1686136 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 53715 members 
Entering Unmasked Estep 
Score: -1686138.375000 Penalty: 992.916626
	Iteration 30Q: 3 clusters Score -1686138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -1686139.875000 Penalty: 992.916626
	Iteration 31Q: 3 clusters Score -1686140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 53735 members 
Entering Unmasked Estep 
Score: -1686139.625000 Penalty: 992.916626
	Iteration 32Q: 3 clusters Score -1686140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 53749 members 
Entering Unmasked Estep 
Score: -1686142.125000 Penalty: 992.916626
	Iteration 33Q: 3 clusters Score -1686142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 53755 members 
Entering Unmasked Estep 
Score: -1686142.500000 Penalty: 992.916626
	Iteration 34Q: 3 clusters Score -1686142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 53761 members 
Entering Unmasked Estep 
Score: -1686146.125000 Penalty: 992.916626
	Iteration 35Q: 3 clusters Score -1686146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 53765 members 
Entering Unmasked Estep 
Score: -1686145.000000 Penalty: 992.916626
	Iteration 36Q: 3 clusters Score -1686145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -1686145.750000 Penalty: 992.916626
	Iteration 37Q: 3 clusters Score -1686146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -1686145.750000 Penalty: 992.916626
	Iteration 38F: 3 clusters Score -1686146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -437985.250000 Penalty: 429.368896
	Iteration 0F: 2 clusters Score -437985.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -429692.718750 Penalty: 858.737793
	Iteration 0F: 3 clusters Score -429692.7 nChanged 5834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -432965.312500 Penalty: 858.737793
	Iteration 1F: 3 clusters Score -432965.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -433081.406250 Penalty: 858.737793
	Iteration 2Q: 3 clusters Score -433081.4 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -433225.937500 Penalty: 858.737793
	Iteration 3Q: 3 clusters Score -433225.9 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -433404.031250 Penalty: 858.737793
	Iteration 4Q: 3 clusters Score -433404 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -433664.468750 Penalty: 858.737793
	Iteration 5Q: 3 clusters Score -433664.5 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -434111.843750 Penalty: 858.737793
	Iteration 6F: 3 clusters Score -434111.8 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -434796.625000 Penalty: 858.737793
	Iteration 7F: 3 clusters Score -434796.6 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -435425.468750 Penalty: 858.737793
	Iteration 8F: 3 clusters Score -435425.5 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -435810.468750 Penalty: 858.737793
	Iteration 9F: 3 clusters Score -435810.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -435976.593750 Penalty: 858.737793
	Iteration 10Q: 3 clusters Score -435976.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -436065.687500 Penalty: 858.737793
	Iteration 11Q: 3 clusters Score -436065.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -436132.281250 Penalty: 858.737793
	Iteration 12Q: 3 clusters Score -436132.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -436185.125000 Penalty: 858.737793
	Iteration 13Q: 3 clusters Score -436185.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -436229.156250 Penalty: 858.737793
	Iteration 14Q: 3 clusters Score -436229.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -436269.156250 Penalty: 858.737793
	Iteration 15Q: 3 clusters Score -436269.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -436304.437500 Penalty: 858.737793
	Iteration 16Q: 3 clusters Score -436304.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -436337.531250 Penalty: 858.737793
	Iteration 17Q: 3 clusters Score -436337.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -436373.843750 Penalty: 858.737793
	Iteration 18Q: 3 clusters Score -436373.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -436424.562500 Penalty: 858.737793
	Iteration 19Q: 3 clusters Score -436424.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -436460.468750 Penalty: 858.737793
	Iteration 20F: 3 clusters Score -436460.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -436481.375000 Penalty: 858.737793
	Iteration 21Q: 3 clusters Score -436481.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -436496.937500 Penalty: 858.737793
	Iteration 22Q: 3 clusters Score -436496.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -436513.312500 Penalty: 858.737793
	Iteration 23Q: 3 clusters Score -436513.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -436529.343750 Penalty: 858.737793
	Iteration 24Q: 3 clusters Score -436529.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -436547.031250 Penalty: 858.737793
	Iteration 25Q: 3 clusters Score -436547 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -436562.562500 Penalty: 858.737793
	Iteration 26Q: 3 clusters Score -436562.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -436572.406250 Penalty: 858.737793
	Iteration 27Q: 3 clusters Score -436572.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -436580.375000 Penalty: 858.737793
	Iteration 28Q: 3 clusters Score -436580.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -436585.218750 Penalty: 858.737793
	Iteration 29Q: 3 clusters Score -436585.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -436592.656250 Penalty: 858.737793
	Iteration 30Q: 3 clusters Score -436592.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -436597.343750 Penalty: 858.737793
	Iteration 31Q: 3 clusters Score -436597.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -436602.687500 Penalty: 858.737793
	Iteration 32Q: 3 clusters Score -436602.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -436610.312500 Penalty: 858.737793
	Iteration 33Q: 3 clusters Score -436610.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -436617.843750 Penalty: 858.737793
	Iteration 34Q: 3 clusters Score -436617.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -436621.531250 Penalty: 858.737793
	Iteration 35Q: 3 clusters Score -436621.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -436626.187500 Penalty: 858.737793
	Iteration 36Q: 3 clusters Score -436626.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -436632.593750 Penalty: 858.737793
	Iteration 37Q: 3 clusters Score -436632.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -436637.843750 Penalty: 858.737793
	Iteration 38Q: 3 clusters Score -436637.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -436640.531250 Penalty: 858.737793
	Iteration 39Q: 3 clusters Score -436640.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -436641.406250 Penalty: 858.737793
	Iteration 40F: 3 clusters Score -436641.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -436644.531250 Penalty: 858.737793
	Iteration 41Q: 3 clusters Score -436644.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -436646.687500 Penalty: 858.737793
	Iteration 42Q: 3 clusters Score -436646.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -436649.531250 Penalty: 858.737793
	Iteration 43Q: 3 clusters Score -436649.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -436649.468750 Penalty: 858.737793
	Iteration 44Q: 3 clusters Score -436649.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -436650.281250 Penalty: 858.737793
	Iteration 45Q: 3 clusters Score -436650.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -436651.781250 Penalty: 858.737793
	Iteration 46Q: 3 clusters Score -436651.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -436652.187500 Penalty: 858.737793
	Iteration 47Q: 3 clusters Score -436652.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -436654.250000 Penalty: 858.737793
	Iteration 48Q: 3 clusters Score -436654.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -436653.500000 Penalty: 858.737793
	Iteration 49Q: 3 clusters Score -436653.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -436653.687500 Penalty: 858.737793
	Iteration 50Q: 3 clusters Score -436653.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -436652.812500 Penalty: 858.737793
	Iteration 51Q: 3 clusters Score -436652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -436652.812500 Penalty: 858.737793
	Iteration 52Q: 3 clusters Score -436652.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -436652.625000 Penalty: 858.737793
	Iteration 53Q: 3 clusters Score -436652.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -436652.218750 Penalty: 858.737793
	Iteration 54Q: 3 clusters Score -436652.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -436653.031250 Penalty: 858.737793
	Iteration 55Q: 3 clusters Score -436653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -436653.031250 Penalty: 858.737793
	Iteration 56F: 3 clusters Score -436653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Entering Unmasked Estep 
Score: -71468.640625 Penalty: 353.352692
	Iteration 0F: 2 clusters Score -71468.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -69806.992188 Penalty: 706.705383
	Iteration 0F: 3 clusters Score -69806.99 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -70370.570312 Penalty: 706.705383
	Iteration 1F: 3 clusters Score -70370.57 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -70461.929688 Penalty: 706.705383
	Iteration 2F: 3 clusters Score -70461.93 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -70545.867188 Penalty: 706.705383
	Iteration 3F: 3 clusters Score -70545.87 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -70634.250000 Penalty: 706.705383
	Iteration 4F: 3 clusters Score -70634.25 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -70748.187500 Penalty: 706.705383
	Iteration 5F: 3 clusters Score -70748.19 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -70850.210938 Penalty: 706.705383
	Iteration 6Q: 3 clusters Score -70850.21 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -70922.304688 Penalty: 706.705383
	Iteration 7Q: 3 clusters Score -70922.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -70954.203125 Penalty: 706.705383
	Iteration 8Q: 3 clusters Score -70954.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -70976.734375 Penalty: 706.705383
	Iteration 9Q: 3 clusters Score -70976.73 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -70997.671875 Penalty: 706.705383
	Iteration 10Q: 3 clusters Score -70997.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -71019.054688 Penalty: 706.705383
	Iteration 11Q: 3 clusters Score -71019.05 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -71035.773438 Penalty: 706.705383
	Iteration 12Q: 3 clusters Score -71035.77 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -71054.085938 Penalty: 706.705383
	Iteration 13Q: 3 clusters Score -71054.09 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -71070.968750 Penalty: 706.705383
	Iteration 14Q: 3 clusters Score -71070.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -71093.078125 Penalty: 706.705383
	Iteration 15Q: 3 clusters Score -71093.08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -71113.468750 Penalty: 706.705383
	Iteration 16Q: 3 clusters Score -71113.47 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -71131.250000 Penalty: 706.705383
	Iteration 17Q: 3 clusters Score -71131.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -71147.039062 Penalty: 706.705383
	Iteration 18Q: 3 clusters Score -71147.04 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -71154.617188 Penalty: 706.705383
	Iteration 19Q: 3 clusters Score -71154.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -71161.765625 Penalty: 706.705383
	Iteration 20F: 3 clusters Score -71161.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71170.351562 Penalty: 706.705383
	Iteration 21Q: 3 clusters Score -71170.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -71172.609375 Penalty: 706.705383
	Iteration 22Q: 3 clusters Score -71172.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -71174.437500 Penalty: 706.705383
	Iteration 23Q: 3 clusters Score -71174.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -71178.148438 Penalty: 706.705383
	Iteration 24Q: 3 clusters Score -71178.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -71180.460938 Penalty: 706.705383
	Iteration 25Q: 3 clusters Score -71180.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -71181.796875 Penalty: 706.705383
	Iteration 26Q: 3 clusters Score -71181.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -71183.742188 Penalty: 706.705383
	Iteration 27Q: 3 clusters Score -71183.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -71184.695312 Penalty: 706.705383
	Iteration 28Q: 3 clusters Score -71184.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -71184.976562 Penalty: 706.705383
	Iteration 29Q: 3 clusters Score -71184.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -71185.484375 Penalty: 706.705383
	Iteration 30Q: 3 clusters Score -71185.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -71185.882812 Penalty: 706.705383
	Iteration 31Q: 3 clusters Score -71185.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -71185.937500 Penalty: 706.705383
	Iteration 32Q: 3 clusters Score -71185.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -71186.046875 Penalty: 706.705383
	Iteration 33Q: 3 clusters Score -71186.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -71186.296875 Penalty: 706.705383
	Iteration 34Q: 3 clusters Score -71186.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -71186.382812 Penalty: 706.705383
	Iteration 35Q: 3 clusters Score -71186.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -71186.382812 Penalty: 706.705383
	Iteration 36F: 3 clusters Score -71186.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (62093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62093 members 
Entering Unmasked Estep 
Score: -1907779.750000 Penalty: 502.155670
	Iteration 0F: 2 clusters Score -1907780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30991 members 
Mstep: Class 2 contains 31102 members 
Entering Unmasked Estep 
Score: -1865982.375000 Penalty: 1004.311340
	Iteration 0F: 3 clusters Score -1865982 nChanged 30064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 31646 members 
Entering Unmasked Estep 
Score: -1885273.125000 Penalty: 1004.311340
	Iteration 1F: 3 clusters Score -1885273 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 31371 members 
Entering Unmasked Estep 
Score: -1886813.375000 Penalty: 1004.311340
	Iteration 2F: 3 clusters Score -1886813 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 30626 members 
Entering Unmasked Estep 
Score: -1888708.750000 Penalty: 1004.311340
	Iteration 3F: 3 clusters Score -1888709 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32532 members 
Mstep: Class 2 contains 29561 members 
Entering Unmasked Estep 
Score: -1890794.500000 Penalty: 1004.311340
	Iteration 4F: 3 clusters Score -1890794 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -1892776.875000 Penalty: 1004.311340
	Iteration 5F: 3 clusters Score -1892777 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 27762 members 
Entering Unmasked Estep 
Score: -1894310.625000 Penalty: 1004.311340
	Iteration 6F: 3 clusters Score -1894311 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -1895474.375000 Penalty: 1004.311340
	Iteration 7Q: 3 clusters Score -1895474 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35228 members 
Mstep: Class 2 contains 26865 members 
Entering Unmasked Estep 
Score: -1896466.375000 Penalty: 1004.311340
	Iteration 8Q: 3 clusters Score -1896466 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -1897230.000000 Penalty: 1004.311340
	Iteration 9Q: 3 clusters Score -1897230 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36271 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -1897730.750000 Penalty: 1004.311340
	Iteration 10Q: 3 clusters Score -1897731 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36916 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -1898042.125000 Penalty: 1004.311340
	Iteration 11Q: 3 clusters Score -1898042 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37646 members 
Mstep: Class 2 contains 24447 members 
Entering Unmasked Estep 
Score: -1898267.000000 Penalty: 1004.311340
	Iteration 12Q: 3 clusters Score -1898267 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -1898443.250000 Penalty: 1004.311340
	Iteration 13Q: 3 clusters Score -1898443 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39273 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -1898624.875000 Penalty: 1004.311340
	Iteration 14Q: 3 clusters Score -1898625 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40105 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
Score: -1898789.500000 Penalty: 1004.311340
	Iteration 15Q: 3 clusters Score -1898790 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41026 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -1899017.500000 Penalty: 1004.311340
	Iteration 16Q: 3 clusters Score -1899018 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -1899269.250000 Penalty: 1004.311340
	Iteration 17Q: 3 clusters Score -1899269 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 18896 members 
Entering Unmasked Estep 
Score: -1899586.125000 Penalty: 1004.311340
	Iteration 18Q: 3 clusters Score -1899586 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44344 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -1899924.750000 Penalty: 1004.311340
	Iteration 19Q: 3 clusters Score -1899925 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1900352.250000 Penalty: 1004.311340
	Iteration 20F: 3 clusters Score -1900352 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46928 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1900844.250000 Penalty: 1004.311340
	Iteration 21Q: 3 clusters Score -1900844 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48296 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -1901419.750000 Penalty: 1004.311340
	Iteration 22Q: 3 clusters Score -1901420 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49684 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1902062.125000 Penalty: 1004.311340
	Iteration 23Q: 3 clusters Score -1902062 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1902804.875000 Penalty: 1004.311340
	Iteration 24Q: 3 clusters Score -1902805 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52365 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1903532.375000 Penalty: 1004.311340
	Iteration 25Q: 3 clusters Score -1903532 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53555 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1904192.750000 Penalty: 1004.311340
	Iteration 26Q: 3 clusters Score -1904193 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1904738.250000 Penalty: 1004.311340
	Iteration 27Q: 3 clusters Score -1904738 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55501 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1905182.375000 Penalty: 1004.311340
	Iteration 28Q: 3 clusters Score -1905182 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56266 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1905562.750000 Penalty: 1004.311340
	Iteration 29Q: 3 clusters Score -1905563 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1905879.500000 Penalty: 1004.311340
	Iteration 30Q: 3 clusters Score -1905880 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57559 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1906146.750000 Penalty: 1004.311340
	Iteration 31Q: 3 clusters Score -1906147 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58087 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1906362.875000 Penalty: 1004.311340
	Iteration 32Q: 3 clusters Score -1906363 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58567 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1906565.875000 Penalty: 1004.311340
	Iteration 33Q: 3 clusters Score -1906566 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1906729.500000 Penalty: 1004.311340
	Iteration 34Q: 3 clusters Score -1906730 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59317 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1906865.375000 Penalty: 1004.311340
	Iteration 35Q: 3 clusters Score -1906865 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59614 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1906976.500000 Penalty: 1004.311340
	Iteration 36Q: 3 clusters Score -1906976 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1907086.500000 Penalty: 1004.311340
	Iteration 37Q: 3 clusters Score -1907086 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60077 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1907148.000000 Penalty: 1004.311340
	Iteration 38Q: 3 clusters Score -1907148 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60243 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1907196.500000 Penalty: 1004.311340
	Iteration 39Q: 3 clusters Score -1907196 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60376 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1907238.250000 Penalty: 1004.311340
	Iteration 40F: 3 clusters Score -1907238 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60492 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1907257.000000 Penalty: 1004.311340
	Iteration 41Q: 3 clusters Score -1907257 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60597 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1907292.625000 Penalty: 1004.311340
	Iteration 42Q: 3 clusters Score -1907293 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60693 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1907316.875000 Penalty: 1004.311340
	Iteration 43Q: 3 clusters Score -1907317 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60771 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1907336.250000 Penalty: 1004.311340
	Iteration 44Q: 3 clusters Score -1907336 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60836 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1907353.500000 Penalty: 1004.311340
	Iteration 45Q: 3 clusters Score -1907354 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60882 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1907361.500000 Penalty: 1004.311340
	Iteration 46Q: 3 clusters Score -1907362 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60930 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1907374.875000 Penalty: 1004.311340
	Iteration 47Q: 3 clusters Score -1907375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60976 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1907377.750000 Penalty: 1004.311340
	Iteration 48Q: 3 clusters Score -1907378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61007 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1907389.250000 Penalty: 1004.311340
	Iteration 49Q: 3 clusters Score -1907389 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61042 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1907399.125000 Penalty: 1004.311340
	Iteration 50Q: 3 clusters Score -1907399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61076 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1907403.375000 Penalty: 1004.311340
	Iteration 51Q: 3 clusters Score -1907403 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61116 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1907417.250000 Penalty: 1004.311340
	Iteration 52Q: 3 clusters Score -1907417 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61157 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1907420.875000 Penalty: 1004.311340
	Iteration 53Q: 3 clusters Score -1907421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61187 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1907426.375000 Penalty: 1004.311340
	Iteration 54Q: 3 clusters Score -1907426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61206 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -1907431.375000 Penalty: 1004.311340
	Iteration 55Q: 3 clusters Score -1907431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61225 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1907428.750000 Penalty: 1004.311340
	Iteration 56Q: 3 clusters Score -1907429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61246 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1907434.000000 Penalty: 1004.311340
	Iteration 57Q: 3 clusters Score -1907434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61261 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1907441.750000 Penalty: 1004.311340
	Iteration 58Q: 3 clusters Score -1907442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61279 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1907449.125000 Penalty: 1004.311340
	Iteration 59Q: 3 clusters Score -1907449 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61304 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1907451.625000 Penalty: 1004.311340
	Iteration 60F: 3 clusters Score -1907452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61320 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1907459.375000 Penalty: 1004.311340
	Iteration 61Q: 3 clusters Score -1907459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61338 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -1907464.125000 Penalty: 1004.311340
	Iteration 62Q: 3 clusters Score -1907464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61353 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1907469.000000 Penalty: 1004.311340
	Iteration 63Q: 3 clusters Score -1907469 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61370 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1907472.375000 Penalty: 1004.311340
	Iteration 64Q: 3 clusters Score -1907472 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61387 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1907476.000000 Penalty: 1004.311340
	Iteration 65Q: 3 clusters Score -1907476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61415 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1907478.750000 Penalty: 1004.311340
	Iteration 66Q: 3 clusters Score -1907479 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61433 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1907487.250000 Penalty: 1004.311340
	Iteration 67Q: 3 clusters Score -1907487 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61451 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1907493.375000 Penalty: 1004.311340
	Iteration 68Q: 3 clusters Score -1907493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1907497.375000 Penalty: 1004.311340
	Iteration 69Q: 3 clusters Score -1907497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61480 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1907497.750000 Penalty: 1004.311340
	Iteration 70Q: 3 clusters Score -1907498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61489 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1907499.625000 Penalty: 1004.311340
	Iteration 71Q: 3 clusters Score -1907500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61498 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1907500.750000 Penalty: 1004.311340
	Iteration 72Q: 3 clusters Score -1907501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1907501.875000 Penalty: 1004.311340
	Iteration 73Q: 3 clusters Score -1907502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61506 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1907500.750000 Penalty: 1004.311340
	Iteration 74Q: 3 clusters Score -1907501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1907501.625000 Penalty: 1004.311340
	Iteration 75Q: 3 clusters Score -1907502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61512 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1907500.250000 Penalty: 1004.311340
	Iteration 76Q: 3 clusters Score -1907500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61515 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1907501.375000 Penalty: 1004.311340
	Iteration 77Q: 3 clusters Score -1907501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61518 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1907499.875000 Penalty: 1004.311340
	Iteration 78Q: 3 clusters Score -1907500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61519 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1907501.250000 Penalty: 1004.311340
	Iteration 79Q: 3 clusters Score -1907501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1907502.750000 Penalty: 1004.311340
	Iteration 80F: 3 clusters Score -1907503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1907504.250000 Penalty: 1004.311340
	Iteration 81Q: 3 clusters Score -1907504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61525 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1907505.000000 Penalty: 1004.311340
	Iteration 82Q: 3 clusters Score -1907505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1907505.625000 Penalty: 1004.311340
	Iteration 83Q: 3 clusters Score -1907506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61526 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1907505.625000 Penalty: 1004.311340
	Iteration 84F: 3 clusters Score -1907506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (142702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 142702 members 
Entering Unmasked Estep 
Score: -4762358.500000 Penalty: 540.017395
	Iteration 0F: 2 clusters Score -4762358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71451 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
Score: -4665897.500000 Penalty: 1080.034790
	Iteration 0F: 3 clusters Score -4665898 nChanged 69849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77706 members 
Mstep: Class 2 contains 64996 members 
Entering Unmasked Estep 
Score: -4709701.500000 Penalty: 1080.034790
	Iteration 1F: 3 clusters Score -4709702 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82409 members 
Mstep: Class 2 contains 60293 members 
Entering Unmasked Estep 
Score: -4713039.000000 Penalty: 1080.034790
	Iteration 2F: 3 clusters Score -4713039 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88511 members 
Mstep: Class 2 contains 54191 members 
Entering Unmasked Estep 
Score: -4717582.000000 Penalty: 1080.034790
	Iteration 3F: 3 clusters Score -4717582 nChanged 9387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -4723447.500000 Penalty: 1080.034790
	Iteration 4F: 3 clusters Score -4723448 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103066 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -4730268.500000 Penalty: 1080.034790
	Iteration 5F: 3 clusters Score -4730268 nChanged 8428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110114 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -4737293.000000 Penalty: 1080.034790
	Iteration 6F: 3 clusters Score -4737293 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116048 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -4743215.500000 Penalty: 1080.034790
	Iteration 7Q: 3 clusters Score -4743216 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120688 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -4747213.500000 Penalty: 1080.034790
	Iteration 8Q: 3 clusters Score -4747214 nChanged 3930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124478 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -4749881.000000 Penalty: 1080.034790
	Iteration 9Q: 3 clusters Score -4749881 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127814 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -4751995.000000 Penalty: 1080.034790
	Iteration 10Q: 3 clusters Score -4751995 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130795 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -4753951.500000 Penalty: 1080.034790
	Iteration 11Q: 3 clusters Score -4753952 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133478 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -4755745.500000 Penalty: 1080.034790
	Iteration 12Q: 3 clusters Score -4755746 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135706 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -4757298.000000 Penalty: 1080.034790
	Iteration 13Q: 3 clusters Score -4757298 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137508 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -4758584.000000 Penalty: 1080.034790
	Iteration 14Q: 3 clusters Score -4758584 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138909 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -4759536.000000 Penalty: 1080.034790
	Iteration 15Q: 3 clusters Score -4759536 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139969 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -4760300.000000 Penalty: 1080.034790
	Iteration 16Q: 3 clusters Score -4760300 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140783 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4760870.000000 Penalty: 1080.034790
	Iteration 17Q: 3 clusters Score -4760870 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141352 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -4761213.000000 Penalty: 1080.034790
	Iteration 18Q: 3 clusters Score -4761213 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141733 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -4761426.000000 Penalty: 1080.034790
	Iteration 19Q: 3 clusters Score -4761426 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141991 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -4761586.000000 Penalty: 1080.034790
	Iteration 20F: 3 clusters Score -4761586 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142165 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4761680.000000 Penalty: 1080.034790
	Iteration 21Q: 3 clusters Score -4761680 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142270 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4761730.500000 Penalty: 1080.034790
	Iteration 22Q: 3 clusters Score -4761730 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142339 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -4761765.000000 Penalty: 1080.034790
	Iteration 23Q: 3 clusters Score -4761765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142392 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4761809.000000 Penalty: 1080.034790
	Iteration 24Q: 3 clusters Score -4761809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142432 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -4761839.500000 Penalty: 1080.034790
	Iteration 25Q: 3 clusters Score -4761840 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142467 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -4761863.500000 Penalty: 1080.034790
	Iteration 26Q: 3 clusters Score -4761864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142488 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4761873.500000 Penalty: 1080.034790
	Iteration 27Q: 3 clusters Score -4761874 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142507 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -4761886.000000 Penalty: 1080.034790
	Iteration 28Q: 3 clusters Score -4761886 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142521 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -4761891.500000 Penalty: 1080.034790
	Iteration 29Q: 3 clusters Score -4761892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142534 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -4761899.000000 Penalty: 1080.034790
	Iteration 30Q: 3 clusters Score -4761899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142544 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -4761908.000000 Penalty: 1080.034790
	Iteration 31Q: 3 clusters Score -4761908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142553 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -4761911.000000 Penalty: 1080.034790
	Iteration 32Q: 3 clusters Score -4761911 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142557 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -4761910.500000 Penalty: 1080.034790
	Iteration 33Q: 3 clusters Score -4761910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4761910.500000 Penalty: 1080.034790
	Iteration 34Q: 3 clusters Score -4761910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142560 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -4761914.000000 Penalty: 1080.034790
	Iteration 35Q: 3 clusters Score -4761914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4761910.000000 Penalty: 1080.034790
	Iteration 36Q: 3 clusters Score -4761910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142559 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -4761910.000000 Penalty: 1080.034790
	Iteration 37F: 3 clusters Score -4761910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (118425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118425 members 
Entering Unmasked Estep 
Score: -3903821.750000 Penalty: 531.532593
	Iteration 0F: 2 clusters Score -3903822 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59564 members 
Mstep: Class 2 contains 58861 members 
Entering Unmasked Estep 
Score: -3823641.000000 Penalty: 1063.065186
	Iteration 0F: 3 clusters Score -3823641 nChanged 58159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -3861725.000000 Penalty: 1063.065186
	Iteration 1F: 3 clusters Score -3861725 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81342 members 
Mstep: Class 2 contains 37083 members 
Entering Unmasked Estep 
Score: -3867212.250000 Penalty: 1063.065186
	Iteration 2F: 3 clusters Score -3867212 nChanged 10601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91681 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -3876415.250000 Penalty: 1063.065186
	Iteration 3F: 3 clusters Score -3876415 nChanged 11045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102576 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -3887962.500000 Penalty: 1063.065186
	Iteration 4F: 3 clusters Score -3887962 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110652 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3896723.500000 Penalty: 1063.065186
	Iteration 5F: 3 clusters Score -3896724 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114711 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -3900920.500000 Penalty: 1063.065186
	Iteration 6Q: 3 clusters Score -3900920 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116375 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -3902569.250000 Penalty: 1063.065186
	Iteration 7Q: 3 clusters Score -3902569 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117003 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -3903203.250000 Penalty: 1063.065186
	Iteration 8Q: 3 clusters Score -3903203 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117231 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -3903433.250000 Penalty: 1063.065186
	Iteration 9Q: 3 clusters Score -3903433 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117350 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3903514.250000 Penalty: 1063.065186
	Iteration 10Q: 3 clusters Score -3903514 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117413 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3903567.750000 Penalty: 1063.065186
	Iteration 11Q: 3 clusters Score -3903568 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117464 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3903597.750000 Penalty: 1063.065186
	Iteration 12Q: 3 clusters Score -3903598 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117509 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3903638.500000 Penalty: 1063.065186
	Iteration 13Q: 3 clusters Score -3903638 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117537 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3903651.250000 Penalty: 1063.065186
	Iteration 14Q: 3 clusters Score -3903651 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117559 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3903657.750000 Penalty: 1063.065186
	Iteration 15Q: 3 clusters Score -3903658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117578 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3903672.250000 Penalty: 1063.065186
	Iteration 16Q: 3 clusters Score -3903672 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117594 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3903673.000000 Penalty: 1063.065186
	Iteration 17Q: 3 clusters Score -3903673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117611 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3903676.000000 Penalty: 1063.065186
	Iteration 18Q: 3 clusters Score -3903676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117616 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -3903678.250000 Penalty: 1063.065186
	Iteration 19Q: 3 clusters Score -3903678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117625 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -3903674.000000 Penalty: 1063.065186
	Iteration 20F: 3 clusters Score -3903674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117635 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3903680.250000 Penalty: 1063.065186
	Iteration 21Q: 3 clusters Score -3903680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117643 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3903680.250000 Penalty: 1063.065186
	Iteration 22Q: 3 clusters Score -3903680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117648 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3903680.000000 Penalty: 1063.065186
	Iteration 23Q: 3 clusters Score -3903680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117652 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3903681.250000 Penalty: 1063.065186
	Iteration 24Q: 3 clusters Score -3903681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117658 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -3903676.250000 Penalty: 1063.065186
	Iteration 25Q: 3 clusters Score -3903676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117661 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3903679.500000 Penalty: 1063.065186
	Iteration 26Q: 3 clusters Score -3903680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117663 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3903679.250000 Penalty: 1063.065186
	Iteration 27Q: 3 clusters Score -3903679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117663 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3903679.250000 Penalty: 1063.065186
	Iteration 28F: 3 clusters Score -3903679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Entering Unmasked Estep 
Score: -160183.421875 Penalty: 390.483032
	Iteration 0F: 2 clusters Score -160183.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -156611.093750 Penalty: 780.966064
	Iteration 0F: 3 clusters Score -156611.1 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -157931.250000 Penalty: 780.966064
	Iteration 1F: 3 clusters Score -157931.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -158164.921875 Penalty: 780.966064
	Iteration 2F: 3 clusters Score -158164.9 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -158422.046875 Penalty: 780.966064
	Iteration 3F: 3 clusters Score -158422 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -158658.765625 Penalty: 780.966064
	Iteration 4F: 3 clusters Score -158658.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -158858.140625 Penalty: 780.966064
	Iteration 5F: 3 clusters Score -158858.1 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -159022.359375 Penalty: 780.966064
	Iteration 6Q: 3 clusters Score -159022.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -159098.031250 Penalty: 780.966064
	Iteration 7Q: 3 clusters Score -159098 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -159130.046875 Penalty: 780.966064
	Iteration 8Q: 3 clusters Score -159130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -159152.875000 Penalty: 780.966064
	Iteration 9Q: 3 clusters Score -159152.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -159178.890625 Penalty: 780.966064
	Iteration 10Q: 3 clusters Score -159178.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -159202.750000 Penalty: 780.966064
	Iteration 11Q: 3 clusters Score -159202.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -159221.187500 Penalty: 780.966064
	Iteration 12Q: 3 clusters Score -159221.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -159235.687500 Penalty: 780.966064
	Iteration 13Q: 3 clusters Score -159235.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -159248.656250 Penalty: 780.966064
	Iteration 14Q: 3 clusters Score -159248.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -159262.265625 Penalty: 780.966064
	Iteration 15Q: 3 clusters Score -159262.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -159275.828125 Penalty: 780.966064
	Iteration 16Q: 3 clusters Score -159275.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -159287.859375 Penalty: 780.966064
	Iteration 17Q: 3 clusters Score -159287.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -159302.718750 Penalty: 780.966064
	Iteration 18Q: 3 clusters Score -159302.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -159321.062500 Penalty: 780.966064
	Iteration 19Q: 3 clusters Score -159321.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -159338.578125 Penalty: 780.966064
	Iteration 20F: 3 clusters Score -159338.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -159366.218750 Penalty: 780.966064
	Iteration 21Q: 3 clusters Score -159366.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -159391.937500 Penalty: 780.966064
	Iteration 22Q: 3 clusters Score -159391.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -159412.265625 Penalty: 780.966064
	Iteration 23Q: 3 clusters Score -159412.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -159428.828125 Penalty: 780.966064
	Iteration 24Q: 3 clusters Score -159428.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -159446.328125 Penalty: 780.966064
	Iteration 25Q: 3 clusters Score -159446.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -159459.828125 Penalty: 780.966064
	Iteration 26Q: 3 clusters Score -159459.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -159473.328125 Penalty: 780.966064
	Iteration 27Q: 3 clusters Score -159473.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -159485.015625 Penalty: 780.966064
	Iteration 28Q: 3 clusters Score -159485 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -159497.296875 Penalty: 780.966064
	Iteration 29Q: 3 clusters Score -159497.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -159509.250000 Penalty: 780.966064
	Iteration 30Q: 3 clusters Score -159509.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -159517.468750 Penalty: 780.966064
	Iteration 31Q: 3 clusters Score -159517.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -159525.718750 Penalty: 780.966064
	Iteration 32Q: 3 clusters Score -159525.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -159533.421875 Penalty: 780.966064
	Iteration 33Q: 3 clusters Score -159533.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -159539.359375 Penalty: 780.966064
	Iteration 34Q: 3 clusters Score -159539.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -159545.890625 Penalty: 780.966064
	Iteration 35Q: 3 clusters Score -159545.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -159551.234375 Penalty: 780.966064
	Iteration 36Q: 3 clusters Score -159551.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -159554.468750 Penalty: 780.966064
	Iteration 37Q: 3 clusters Score -159554.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -159559.046875 Penalty: 780.966064
	Iteration 38Q: 3 clusters Score -159559 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -159563.343750 Penalty: 780.966064
	Iteration 39Q: 3 clusters Score -159563.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -159566.578125 Penalty: 780.966064
	Iteration 40F: 3 clusters Score -159566.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -159570.390625 Penalty: 780.966064
	Iteration 41Q: 3 clusters Score -159570.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -159573.078125 Penalty: 780.966064
	Iteration 42Q: 3 clusters Score -159573.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -159576.250000 Penalty: 780.966064
	Iteration 43Q: 3 clusters Score -159576.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -159577.968750 Penalty: 780.966064
	Iteration 44Q: 3 clusters Score -159578 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -159579.640625 Penalty: 780.966064
	Iteration 45Q: 3 clusters Score -159579.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -159581.359375 Penalty: 780.966064
	Iteration 46Q: 3 clusters Score -159581.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -159582.468750 Penalty: 780.966064
	Iteration 47Q: 3 clusters Score -159582.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -159583.046875 Penalty: 780.966064
	Iteration 48Q: 3 clusters Score -159583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -159583.546875 Penalty: 780.966064
	Iteration 49Q: 3 clusters Score -159583.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -159583.609375 Penalty: 780.966064
	Iteration 50Q: 3 clusters Score -159583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -159583.859375 Penalty: 780.966064
	Iteration 51Q: 3 clusters Score -159583.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -159583.859375 Penalty: 780.966064
	Iteration 52F: 3 clusters Score -159583.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (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: -105117.570312 Penalty: 369.931091
	Iteration 0F: 2 clusters Score -105117.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -102759.476562 Penalty: 739.862183
	Iteration 0F: 3 clusters Score -102759.5 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -103631.968750 Penalty: 739.862183
	Iteration 1F: 3 clusters Score -103632 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -103843.093750 Penalty: 739.862183
	Iteration 2F: 3 clusters Score -103843.1 nChanged 266
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: -104015.585938 Penalty: 739.862183
	Iteration 3F: 3 clusters Score -104015.6 nChanged 230
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: -104163.242188 Penalty: 739.862183
	Iteration 4F: 3 clusters Score -104163.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -104273.507812 Penalty: 739.862183
	Iteration 5F: 3 clusters Score -104273.5 nChanged 152
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: -104377.179688 Penalty: 739.862183
	Iteration 6Q: 3 clusters Score -104377.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -104462.890625 Penalty: 739.862183
	Iteration 7Q: 3 clusters Score -104462.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -104542.312500 Penalty: 739.862183
	Iteration 8Q: 3 clusters Score -104542.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -104628.539062 Penalty: 739.862183
	Iteration 9Q: 3 clusters Score -104628.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -104696.000000 Penalty: 739.862183
	Iteration 10Q: 3 clusters Score -104696 nChanged 74
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: -104751.117188 Penalty: 739.862183
	Iteration 11Q: 3 clusters Score -104751.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -104783.476562 Penalty: 739.862183
	Iteration 12Q: 3 clusters Score -104783.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -104803.273438 Penalty: 739.862183
	Iteration 13Q: 3 clusters Score -104803.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -104820.632812 Penalty: 739.862183
	Iteration 14Q: 3 clusters Score -104820.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -104835.835938 Penalty: 739.862183
	Iteration 15Q: 3 clusters Score -104835.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -104848.195312 Penalty: 739.862183
	Iteration 16Q: 3 clusters Score -104848.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -104855.992188 Penalty: 739.862183
	Iteration 17Q: 3 clusters Score -104856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -104859.343750 Penalty: 739.862183
	Iteration 18Q: 3 clusters Score -104859.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -104860.695312 Penalty: 739.862183
	Iteration 19Q: 3 clusters Score -104860.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -104862.585938 Penalty: 739.862183
	Iteration 20F: 3 clusters Score -104862.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -104864.273438 Penalty: 739.862183
	Iteration 21Q: 3 clusters Score -104864.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -104865.492188 Penalty: 739.862183
	Iteration 22Q: 3 clusters Score -104865.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -104867.632812 Penalty: 739.862183
	Iteration 23Q: 3 clusters Score -104867.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -104869.054688 Penalty: 739.862183
	Iteration 24Q: 3 clusters Score -104869.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -104870.710938 Penalty: 739.862183
	Iteration 25Q: 3 clusters Score -104870.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -104872.382812 Penalty: 739.862183
	Iteration 26Q: 3 clusters Score -104872.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -104873.359375 Penalty: 739.862183
	Iteration 27Q: 3 clusters Score -104873.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -104873.617188 Penalty: 739.862183
	Iteration 28Q: 3 clusters Score -104873.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -104874.046875 Penalty: 739.862183
	Iteration 29Q: 3 clusters Score -104874 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -104874.351562 Penalty: 739.862183
	Iteration 30Q: 3 clusters Score -104874.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -104874.335938 Penalty: 739.862183
	Iteration 31Q: 3 clusters Score -104874.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -104874.335938 Penalty: 739.862183
	Iteration 32F: 3 clusters Score -104874.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Entering Unmasked Estep 
Score: -148191.468750 Penalty: 388.155914
	Iteration 0F: 2 clusters Score -148191.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -144800.234375 Penalty: 776.311829
	Iteration 0F: 3 clusters Score -144800.2 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -146138.500000 Penalty: 776.311829
	Iteration 1F: 3 clusters Score -146138.5 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -146388.953125 Penalty: 776.311829
	Iteration 2F: 3 clusters Score -146389 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -146658.578125 Penalty: 776.311829
	Iteration 3F: 3 clusters Score -146658.6 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -146916.203125 Penalty: 776.311829
	Iteration 4F: 3 clusters Score -146916.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -147162.140625 Penalty: 776.311829
	Iteration 5F: 3 clusters Score -147162.1 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -147411.484375 Penalty: 776.311829
	Iteration 6F: 3 clusters Score -147411.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -147621.968750 Penalty: 776.311829
	Iteration 7Q: 3 clusters Score -147622 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -147743.937500 Penalty: 776.311829
	Iteration 8Q: 3 clusters Score -147743.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -147840.890625 Penalty: 776.311829
	Iteration 9Q: 3 clusters Score -147840.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -147926.156250 Penalty: 776.311829
	Iteration 10Q: 3 clusters Score -147926.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -147986.000000 Penalty: 776.311829
	Iteration 11Q: 3 clusters Score -147986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -148009.578125 Penalty: 776.311829
	Iteration 12Q: 3 clusters Score -148009.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -148021.031250 Penalty: 776.311829
	Iteration 13Q: 3 clusters Score -148021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -148026.296875 Penalty: 776.311829
	Iteration 14Q: 3 clusters Score -148026.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -148029.812500 Penalty: 776.311829
	Iteration 15Q: 3 clusters Score -148029.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -148031.703125 Penalty: 776.311829
	Iteration 16Q: 3 clusters Score -148031.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -148032.968750 Penalty: 776.311829
	Iteration 17Q: 3 clusters Score -148033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -148034.296875 Penalty: 776.311829
	Iteration 18Q: 3 clusters Score -148034.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -148034.906250 Penalty: 776.311829
	Iteration 19Q: 3 clusters Score -148034.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -148035.046875 Penalty: 776.311829
	Iteration 20F: 3 clusters Score -148035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Entering Unmasked Estep 
Score: -280211.031250 Penalty: 411.600891
	Iteration 0F: 2 clusters Score -280211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -274475.968750 Penalty: 823.201782
	Iteration 0F: 3 clusters Score -274476 nChanged 3959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -276855.406250 Penalty: 823.201782
	Iteration 1F: 3 clusters Score -276855.4 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -277102.875000 Penalty: 823.201782
	Iteration 2F: 3 clusters Score -277102.9 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -277421.781250 Penalty: 823.201782
	Iteration 3F: 3 clusters Score -277421.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -277770.843750 Penalty: 823.201782
	Iteration 4F: 3 clusters Score -277770.8 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -278198.062500 Penalty: 823.201782
	Iteration 5F: 3 clusters Score -278198.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -278575.218750 Penalty: 823.201782
	Iteration 6F: 3 clusters Score -278575.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -278770.750000 Penalty: 823.201782
	Iteration 7Q: 3 clusters Score -278770.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -278844.968750 Penalty: 823.201782
	Iteration 8Q: 3 clusters Score -278845 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -278878.843750 Penalty: 823.201782
	Iteration 9Q: 3 clusters Score -278878.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -278910.468750 Penalty: 823.201782
	Iteration 10Q: 3 clusters Score -278910.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -278947.406250 Penalty: 823.201782
	Iteration 11Q: 3 clusters Score -278947.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -278980.406250 Penalty: 823.201782
	Iteration 12Q: 3 clusters Score -278980.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -279016.812500 Penalty: 823.201782
	Iteration 13Q: 3 clusters Score -279016.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -279056.343750 Penalty: 823.201782
	Iteration 14Q: 3 clusters Score -279056.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -279101.656250 Penalty: 823.201782
	Iteration 15Q: 3 clusters Score -279101.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -279146.187500 Penalty: 823.201782
	Iteration 16Q: 3 clusters Score -279146.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -279189.156250 Penalty: 823.201782
	Iteration 17Q: 3 clusters Score -279189.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -279234.656250 Penalty: 823.201782
	Iteration 18Q: 3 clusters Score -279234.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -279281.625000 Penalty: 823.201782
	Iteration 19Q: 3 clusters Score -279281.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -279330.593750 Penalty: 823.201782
	Iteration 20F: 3 clusters Score -279330.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -279390.687500 Penalty: 823.201782
	Iteration 21Q: 3 clusters Score -279390.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -279450.437500 Penalty: 823.201782
	Iteration 22Q: 3 clusters Score -279450.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -279520.968750 Penalty: 823.201782
	Iteration 23Q: 3 clusters Score -279521 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -279592.718750 Penalty: 823.201782
	Iteration 24Q: 3 clusters Score -279592.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -279655.250000 Penalty: 823.201782
	Iteration 25Q: 3 clusters Score -279655.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -279704.531250 Penalty: 823.201782
	Iteration 26Q: 3 clusters Score -279704.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -279752.093750 Penalty: 823.201782
	Iteration 27Q: 3 clusters Score -279752.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -279785.968750 Penalty: 823.201782
	Iteration 28Q: 3 clusters Score -279786 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -279806.187500 Penalty: 823.201782
	Iteration 29Q: 3 clusters Score -279806.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -279819.812500 Penalty: 823.201782
	Iteration 30Q: 3 clusters Score -279819.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -279831.687500 Penalty: 823.201782
	Iteration 31Q: 3 clusters Score -279831.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -279845.343750 Penalty: 823.201782
	Iteration 32Q: 3 clusters Score -279845.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6339 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -279858.187500 Penalty: 823.201782
	Iteration 33Q: 3 clusters Score -279858.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -279865.156250 Penalty: 823.201782
	Iteration 34Q: 3 clusters Score -279865.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -279870.000000 Penalty: 823.201782
	Iteration 35Q: 3 clusters Score -279870 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -279871.843750 Penalty: 823.201782
	Iteration 36Q: 3 clusters Score -279871.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -279872.468750 Penalty: 823.201782
	Iteration 37Q: 3 clusters Score -279872.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -279872.375000 Penalty: 823.201782
	Iteration 38Q: 3 clusters Score -279872.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -279873.406250 Penalty: 823.201782
	Iteration 39Q: 3 clusters Score -279873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -279874.031250 Penalty: 823.201782
	Iteration 40F: 3 clusters Score -279874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -279874.437500 Penalty: 823.201782
	Iteration 41Q: 3 clusters Score -279874.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -279874.593750 Penalty: 823.201782
	Iteration 42Q: 3 clusters Score -279874.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -279874.906250 Penalty: 823.201782
	Iteration 43Q: 3 clusters Score -279874.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -279875.062500 Penalty: 823.201782
	Iteration 44Q: 3 clusters Score -279875.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -279875.062500 Penalty: 823.201782
	Iteration 45F: 3 clusters Score -279875.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Entering Unmasked Estep 
Score: -533316.562500 Penalty: 440.691071
	Iteration 0F: 2 clusters Score -533316.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -522571.625000 Penalty: 881.382141
	Iteration 0F: 3 clusters Score -522571.6 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -527169.312500 Penalty: 881.382141
	Iteration 1F: 3 clusters Score -527169.3 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -527688.500000 Penalty: 881.382141
	Iteration 2F: 3 clusters Score -527688.5 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -528418.625000 Penalty: 881.382141
	Iteration 3F: 3 clusters Score -528418.6 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -529446.500000 Penalty: 881.382141
	Iteration 4F: 3 clusters Score -529446.5 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -530663.562500 Penalty: 881.382141
	Iteration 5F: 3 clusters Score -530663.6 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -531697.250000 Penalty: 881.382141
	Iteration 6F: 3 clusters Score -531697.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15449 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -532383.375000 Penalty: 881.382141
	Iteration 7Q: 3 clusters Score -532383.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -532721.937500 Penalty: 881.382141
	Iteration 8Q: 3 clusters Score -532721.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -532848.125000 Penalty: 881.382141
	Iteration 9Q: 3 clusters Score -532848.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -532897.562500 Penalty: 881.382141
	Iteration 10Q: 3 clusters Score -532897.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -532923.937500 Penalty: 881.382141
	Iteration 11Q: 3 clusters Score -532923.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -532938.687500 Penalty: 881.382141
	Iteration 12Q: 3 clusters Score -532938.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 46 members 
Entering Unmasked Estep 
Score: -532942.937500 Penalty: 881.382141
	Iteration 13Q: 3 clusters Score -532942.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 47 members 
Entering Unmasked Estep 
Score: -532943.187500 Penalty: 881.382141
	Iteration 14Q: 3 clusters Score -532943.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -532943.687500 Penalty: 881.382141
	Iteration 15Q: 3 clusters Score -532943.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -532943.687500 Penalty: 881.382141
	Iteration 16F: 3 clusters Score -532943.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Entering Unmasked Estep 
Score: -87194.109375 Penalty: 363.863068
	Iteration 0F: 2 clusters Score -87194.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -85124.554688 Penalty: 727.726135
	Iteration 0F: 3 clusters Score -85124.55 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -85876.585938 Penalty: 727.726135
	Iteration 1F: 3 clusters Score -85876.59 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -85999.906250 Penalty: 727.726135
	Iteration 2F: 3 clusters Score -85999.91 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -86125.531250 Penalty: 727.726135
	Iteration 3F: 3 clusters Score -86125.53 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -86237.062500 Penalty: 727.726135
	Iteration 4F: 3 clusters Score -86237.06 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -86356.820312 Penalty: 727.726135
	Iteration 5F: 3 clusters Score -86356.82 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -86445.328125 Penalty: 727.726135
	Iteration 6Q: 3 clusters Score -86445.33 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -86517.359375 Penalty: 727.726135
	Iteration 7Q: 3 clusters Score -86517.36 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -86587.687500 Penalty: 727.726135
	Iteration 8Q: 3 clusters Score -86587.69 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -86629.023438 Penalty: 727.726135
	Iteration 9Q: 3 clusters Score -86629.02 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -86660.226562 Penalty: 727.726135
	Iteration 10Q: 3 clusters Score -86660.23 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -86685.765625 Penalty: 727.726135
	Iteration 11Q: 3 clusters Score -86685.77 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -86717.125000 Penalty: 727.726135
	Iteration 12Q: 3 clusters Score -86717.12 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -86747.664062 Penalty: 727.726135
	Iteration 13Q: 3 clusters Score -86747.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -86783.460938 Penalty: 727.726135
	Iteration 14Q: 3 clusters Score -86783.46 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -86833.265625 Penalty: 727.726135
	Iteration 15Q: 3 clusters Score -86833.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -86890.273438 Penalty: 727.726135
	Iteration 16Q: 3 clusters Score -86890.27 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -86943.156250 Penalty: 727.726135
	Iteration 17Q: 3 clusters Score -86943.16 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -86991.898438 Penalty: 727.726135
	Iteration 18Q: 3 clusters Score -86991.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -87021.765625 Penalty: 727.726135
	Iteration 19Q: 3 clusters Score -87021.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -87043.640625 Penalty: 727.726135
	Iteration 20F: 3 clusters Score -87043.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -87054.187500 Penalty: 727.726135
	Iteration 21Q: 3 clusters Score -87054.19 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -87061.437500 Penalty: 727.726135
	Iteration 22Q: 3 clusters Score -87061.44 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -87065.406250 Penalty: 727.726135
	Iteration 23Q: 3 clusters Score -87065.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -87067.992188 Penalty: 727.726135
	Iteration 24Q: 3 clusters Score -87067.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -87071.312500 Penalty: 727.726135
	Iteration 25Q: 3 clusters Score -87071.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -87073.078125 Penalty: 727.726135
	Iteration 26Q: 3 clusters Score -87073.08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -87074.171875 Penalty: 727.726135
	Iteration 27Q: 3 clusters Score -87074.17 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -87075.601562 Penalty: 727.726135
	Iteration 28Q: 3 clusters Score -87075.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -87076.710938 Penalty: 727.726135
	Iteration 29Q: 3 clusters Score -87076.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -87077.507812 Penalty: 727.726135
	Iteration 30Q: 3 clusters Score -87077.51 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -87078.015625 Penalty: 727.726135
	Iteration 31Q: 3 clusters Score -87078.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -87079.789062 Penalty: 727.726135
	Iteration 32Q: 3 clusters Score -87079.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -87081.164062 Penalty: 727.726135
	Iteration 33Q: 3 clusters Score -87081.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -87083.773438 Penalty: 727.726135
	Iteration 34Q: 3 clusters Score -87083.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -87085.656250 Penalty: 727.726135
	Iteration 35Q: 3 clusters Score -87085.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -87086.539062 Penalty: 727.726135
	Iteration 36Q: 3 clusters Score -87086.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -87086.554688 Penalty: 727.726135
	Iteration 37Q: 3 clusters Score -87086.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -87086.804688 Penalty: 727.726135
	Iteration 38Q: 3 clusters Score -87086.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -87086.765625 Penalty: 727.726135
	Iteration 39Q: 3 clusters Score -87086.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -87087.039062 Penalty: 727.726135
	Iteration 40F: 3 clusters Score -87087.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -87087.625000 Penalty: 727.726135
	Iteration 41Q: 3 clusters Score -87087.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -87088.109375 Penalty: 727.726135
	Iteration 42Q: 3 clusters Score -87088.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -87088.726562 Penalty: 727.726135
	Iteration 43Q: 3 clusters Score -87088.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -87089.164062 Penalty: 727.726135
	Iteration 44Q: 3 clusters Score -87089.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -87089.648438 Penalty: 727.726135
	Iteration 45Q: 3 clusters Score -87089.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -87090.289062 Penalty: 727.726135
	Iteration 46Q: 3 clusters Score -87090.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -87090.687500 Penalty: 727.726135
	Iteration 47Q: 3 clusters Score -87090.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -87091.453125 Penalty: 727.726135
	Iteration 48Q: 3 clusters Score -87091.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -87093.117188 Penalty: 727.726135
	Iteration 49Q: 3 clusters Score -87093.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -87094.304688 Penalty: 727.726135
	Iteration 50Q: 3 clusters Score -87094.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -87095.281250 Penalty: 727.726135
	Iteration 51Q: 3 clusters Score -87095.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -87095.492188 Penalty: 727.726135
	Iteration 52Q: 3 clusters Score -87095.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -87095.679688 Penalty: 727.726135
	Iteration 53Q: 3 clusters Score -87095.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -87095.921875 Penalty: 727.726135
	Iteration 54Q: 3 clusters Score -87095.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -87096.507812 Penalty: 727.726135
	Iteration 55Q: 3 clusters Score -87096.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -87096.765625 Penalty: 727.726135
	Iteration 56Q: 3 clusters Score -87096.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -87096.867188 Penalty: 727.726135
	Iteration 57Q: 3 clusters Score -87096.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -87096.867188 Penalty: 727.726135
	Iteration 58F: 3 clusters Score -87096.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -81485.960938 Penalty: 356.464874
	Iteration 0F: 2 clusters Score -81485.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -79716.085938 Penalty: 712.929749
	Iteration 0F: 3 clusters Score -79716.09 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -80319.750000 Penalty: 712.929749
	Iteration 1F: 3 clusters Score -80319.75 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -80441.148438 Penalty: 712.929749
	Iteration 2F: 3 clusters Score -80441.15 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -80548.992188 Penalty: 712.929749
	Iteration 3F: 3 clusters Score -80548.99 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -80608.976562 Penalty: 712.929749
	Iteration 4F: 3 clusters Score -80608.98 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -80646.460938 Penalty: 712.929749
	Iteration 5Q: 3 clusters Score -80646.46 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -80677.007812 Penalty: 712.929749
	Iteration 6Q: 3 clusters Score -80677.01 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -80711.789062 Penalty: 712.929749
	Iteration 7Q: 3 clusters Score -80711.79 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -80761.609375 Penalty: 712.929749
	Iteration 8Q: 3 clusters Score -80761.61 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -80811.671875 Penalty: 712.929749
	Iteration 9Q: 3 clusters Score -80811.67 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -80845.429688 Penalty: 712.929749
	Iteration 10Q: 3 clusters Score -80845.43 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -80874.148438 Penalty: 712.929749
	Iteration 11Q: 3 clusters Score -80874.15 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -80889.585938 Penalty: 712.929749
	Iteration 12Q: 3 clusters Score -80889.59 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -80897.062500 Penalty: 712.929749
	Iteration 13Q: 3 clusters Score -80897.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -80904.882812 Penalty: 712.929749
	Iteration 14Q: 3 clusters Score -80904.88 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -80909.789062 Penalty: 712.929749
	Iteration 15Q: 3 clusters Score -80909.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -80913.296875 Penalty: 712.929749
	Iteration 16Q: 3 clusters Score -80913.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -80919.179688 Penalty: 712.929749
	Iteration 17Q: 3 clusters Score -80919.18 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -80923.601562 Penalty: 712.929749
	Iteration 18Q: 3 clusters Score -80923.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -80928.140625 Penalty: 712.929749
	Iteration 19Q: 3 clusters Score -80928.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -80931.453125 Penalty: 712.929749
	Iteration 20F: 3 clusters Score -80931.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -80936.617188 Penalty: 712.929749
	Iteration 21Q: 3 clusters Score -80936.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -80943.414062 Penalty: 712.929749
	Iteration 22Q: 3 clusters Score -80943.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -80947.554688 Penalty: 712.929749
	Iteration 23Q: 3 clusters Score -80947.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -80951.656250 Penalty: 712.929749
	Iteration 24Q: 3 clusters Score -80951.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -80954.242188 Penalty: 712.929749
	Iteration 25Q: 3 clusters Score -80954.24 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -80957.632812 Penalty: 712.929749
	Iteration 26Q: 3 clusters Score -80957.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -80960.390625 Penalty: 712.929749
	Iteration 27Q: 3 clusters Score -80960.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -80963.453125 Penalty: 712.929749
	Iteration 28Q: 3 clusters Score -80963.45 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -80966.140625 Penalty: 712.929749
	Iteration 29Q: 3 clusters Score -80966.14 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -80968.101562 Penalty: 712.929749
	Iteration 30Q: 3 clusters Score -80968.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -80969.414062 Penalty: 712.929749
	Iteration 31Q: 3 clusters Score -80969.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -80970.500000 Penalty: 712.929749
	Iteration 32Q: 3 clusters Score -80970.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -80971.687500 Penalty: 712.929749
	Iteration 33Q: 3 clusters Score -80971.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -80972.335938 Penalty: 712.929749
	Iteration 34Q: 3 clusters Score -80972.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -80972.796875 Penalty: 712.929749
	Iteration 35Q: 3 clusters Score -80972.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -80973.039062 Penalty: 712.929749
	Iteration 36Q: 3 clusters Score -80973.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -80973.515625 Penalty: 712.929749
	Iteration 37Q: 3 clusters Score -80973.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -80974.375000 Penalty: 712.929749
	Iteration 38Q: 3 clusters Score -80974.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -80975.367188 Penalty: 712.929749
	Iteration 39Q: 3 clusters Score -80975.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -80976.687500 Penalty: 712.929749
	Iteration 40F: 3 clusters Score -80976.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -80977.523438 Penalty: 712.929749
	Iteration 41Q: 3 clusters Score -80977.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -80977.617188 Penalty: 712.929749
	Iteration 42Q: 3 clusters Score -80977.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -80977.593750 Penalty: 712.929749
	Iteration 43Q: 3 clusters Score -80977.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -80978.078125 Penalty: 712.929749
	Iteration 44Q: 3 clusters Score -80978.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -80978.687500 Penalty: 712.929749
	Iteration 45Q: 3 clusters Score -80978.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -80979.601562 Penalty: 712.929749
	Iteration 46Q: 3 clusters Score -80979.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -80981.179688 Penalty: 712.929749
	Iteration 47Q: 3 clusters Score -80981.18 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -80982.421875 Penalty: 712.929749
	Iteration 48Q: 3 clusters Score -80982.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -80982.906250 Penalty: 712.929749
	Iteration 49Q: 3 clusters Score -80982.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -80983.429688 Penalty: 712.929749
	Iteration 50Q: 3 clusters Score -80983.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -80984.476562 Penalty: 712.929749
	Iteration 51Q: 3 clusters Score -80984.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -80984.789062 Penalty: 712.929749
	Iteration 52Q: 3 clusters Score -80984.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -80985.046875 Penalty: 712.929749
	Iteration 53Q: 3 clusters Score -80985.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -80985.046875 Penalty: 712.929749
	Iteration 54Q: 3 clusters Score -80985.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -80985.046875 Penalty: 712.929749
	Iteration 55F: 3 clusters Score -80985.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Entering Unmasked Estep 
Score: -325444.437500 Penalty: 423.228882
	Iteration 0F: 2 clusters Score -325444.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -318296.218750 Penalty: 846.457764
	Iteration 0F: 3 clusters Score -318296.2 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -321662.937500 Penalty: 846.457764
	Iteration 1F: 3 clusters Score -321662.9 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -322454.968750 Penalty: 846.457764
	Iteration 2F: 3 clusters Score -322455 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -323458.531250 Penalty: 846.457764
	Iteration 3F: 3 clusters Score -323458.5 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -324282.593750 Penalty: 846.457764
	Iteration 4F: 3 clusters Score -324282.6 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -324868.000000 Penalty: 846.457764
	Iteration 5F: 3 clusters Score -324868 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -325300.468750 Penalty: 846.457764
	Iteration 6Q: 3 clusters Score -325300.5 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -325603.656250 Penalty: 846.457764
	Iteration 7Q: 3 clusters Score -325603.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -325779.843750 Penalty: 846.457764
	Iteration 8Q: 3 clusters Score -325779.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -325881.812500 Penalty: 846.457764
	Iteration 9Q: 3 clusters Score -325881.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -325952.250000 Penalty: 846.457764
	Iteration 10Q: 3 clusters Score -325952.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -326003.031250 Penalty: 846.457764
	Iteration 11Q: 3 clusters Score -326003 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -326035.031250 Penalty: 846.457764
	Iteration 12Q: 3 clusters Score -326035 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -326059.031250 Penalty: 846.457764
	Iteration 13Q: 3 clusters Score -326059 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -326072.625000 Penalty: 846.457764
	Iteration 14Q: 3 clusters Score -326072.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -326082.093750 Penalty: 846.457764
	Iteration 15Q: 3 clusters Score -326082.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -326087.406250 Penalty: 846.457764
	Iteration 16Q: 3 clusters Score -326087.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -326091.968750 Penalty: 846.457764
	Iteration 17Q: 3 clusters Score -326092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -326095.937500 Penalty: 846.457764
	Iteration 18Q: 3 clusters Score -326095.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -326098.250000 Penalty: 846.457764
	Iteration 19Q: 3 clusters Score -326098.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -326099.062500 Penalty: 846.457764
	Iteration 20F: 3 clusters Score -326099.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -326102.437500 Penalty: 846.457764
	Iteration 21Q: 3 clusters Score -326102.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -326105.125000 Penalty: 846.457764
	Iteration 22Q: 3 clusters Score -326105.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -326107.781250 Penalty: 846.457764
	Iteration 23Q: 3 clusters Score -326107.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -326109.281250 Penalty: 846.457764
	Iteration 24Q: 3 clusters Score -326109.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -326111.875000 Penalty: 846.457764
	Iteration 25Q: 3 clusters Score -326111.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -326114.000000 Penalty: 846.457764
	Iteration 26Q: 3 clusters Score -326114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -326115.000000 Penalty: 846.457764
	Iteration 27Q: 3 clusters Score -326115 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -326116.562500 Penalty: 846.457764
	Iteration 28Q: 3 clusters Score -326116.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -326116.437500 Penalty: 846.457764
	Iteration 29Q: 3 clusters Score -326116.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -326118.375000 Penalty: 846.457764
	Iteration 30Q: 3 clusters Score -326118.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -326118.000000 Penalty: 846.457764
	Iteration 31Q: 3 clusters Score -326118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -326118.468750 Penalty: 846.457764
	Iteration 32Q: 3 clusters Score -326118.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -326119.687500 Penalty: 846.457764
	Iteration 33Q: 3 clusters Score -326119.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -326118.125000 Penalty: 846.457764
	Iteration 34Q: 3 clusters Score -326118.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -326119.718750 Penalty: 846.457764
	Iteration 35Q: 3 clusters Score -326119.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -326120.562500 Penalty: 846.457764
	Iteration 36Q: 3 clusters Score -326120.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -326120.500000 Penalty: 846.457764
	Iteration 37Q: 3 clusters Score -326120.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -326120.062500 Penalty: 846.457764
	Iteration 38Q: 3 clusters Score -326120.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -326120.656250 Penalty: 846.457764
	Iteration 39Q: 3 clusters Score -326120.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -326120.656250 Penalty: 846.457764
	Iteration 40F: 3 clusters Score -326120.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 3792 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 39096 members 
Mstep: Class 6 contains 54785 members 
Mstep: Class 7 contains 12540 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 62093 members 
Mstep: Class 10 contains 142702 members 
Mstep: Class 11 contains 118425 members 
Mstep: Class 12 contains 5335 members 
Mstep: Class 13 contains 3396 members 
Mstep: Class 14 contains 5069 members 
Mstep: Class 15 contains 8486 members 
Mstep: Class 16 contains 16083 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 3609 members 
Mstep: Class 20 contains 9736 members 
Mstep: Class 21 contains 2601 members 
Mstep: Class 22 contains 8706 members 
Mstep: Class 23 contains 5917 members 
Mstep: Class 24 contains 7348 members 
Entering Unmasked Estep 
Score: -15732166.000000 Penalty: 14378.957031
Splitting cluster 19 changes total score from -15731731.000000 to -15732166.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 20 (9736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Entering Unmasked Estep 
Score: -330991.781250 Penalty: 417.853180
	Iteration 0F: 2 clusters Score -330991.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -324438.500000 Penalty: 835.706360
	Iteration 0F: 3 clusters Score -324438.5 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -327077.062500 Penalty: 835.706360
	Iteration 1F: 3 clusters Score -327077.1 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -327479.093750 Penalty: 835.706360
	Iteration 2F: 3 clusters Score -327479.1 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -328098.062500 Penalty: 835.706360
	Iteration 3F: 3 clusters Score -328098.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -328903.718750 Penalty: 835.706360
	Iteration 4F: 3 clusters Score -328903.7 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -329671.968750 Penalty: 835.706360
	Iteration 5F: 3 clusters Score -329672 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -330214.687500 Penalty: 835.706360
	Iteration 6F: 3 clusters Score -330214.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -330446.312500 Penalty: 835.706360
	Iteration 7Q: 3 clusters Score -330446.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -330520.468750 Penalty: 835.706360
	Iteration 8Q: 3 clusters Score -330520.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -330552.656250 Penalty: 835.706360
	Iteration 9Q: 3 clusters Score -330552.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -330578.875000 Penalty: 835.706360
	Iteration 10Q: 3 clusters Score -330578.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -330596.187500 Penalty: 835.706360
	Iteration 11Q: 3 clusters Score -330596.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -330609.000000 Penalty: 835.706360
	Iteration 12Q: 3 clusters Score -330609 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -330614.843750 Penalty: 835.706360
	Iteration 13Q: 3 clusters Score -330614.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -330618.968750 Penalty: 835.706360
	Iteration 14Q: 3 clusters Score -330619 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -330621.468750 Penalty: 835.706360
	Iteration 15Q: 3 clusters Score -330621.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -330624.468750 Penalty: 835.706360
	Iteration 16Q: 3 clusters Score -330624.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -330625.718750 Penalty: 835.706360
	Iteration 17Q: 3 clusters Score -330625.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -330625.718750 Penalty: 835.706360
	Iteration 18F: 3 clusters Score -330625.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -81134.562500 Penalty: 357.796143
	Iteration 0F: 2 clusters Score -81134.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -79291.843750 Penalty: 715.592285
	Iteration 0F: 3 clusters Score -79291.84 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -79974.257812 Penalty: 715.592285
	Iteration 1F: 3 clusters Score -79974.26 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -80076.281250 Penalty: 715.592285
	Iteration 2F: 3 clusters Score -80076.28 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -80168.132812 Penalty: 715.592285
	Iteration 3F: 3 clusters Score -80168.13 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -80229.039062 Penalty: 715.592285
	Iteration 4Q: 3 clusters Score -80229.04 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -80272.171875 Penalty: 715.592285
	Iteration 5Q: 3 clusters Score -80272.17 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -80312.226562 Penalty: 715.592285
	Iteration 6Q: 3 clusters Score -80312.23 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -80353.296875 Penalty: 715.592285
	Iteration 7Q: 3 clusters Score -80353.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -80387.226562 Penalty: 715.592285
	Iteration 8Q: 3 clusters Score -80387.23 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -80422.484375 Penalty: 715.592285
	Iteration 9Q: 3 clusters Score -80422.48 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -80447.359375 Penalty: 715.592285
	Iteration 10Q: 3 clusters Score -80447.36 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -80462.609375 Penalty: 715.592285
	Iteration 11Q: 3 clusters Score -80462.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -80474.195312 Penalty: 715.592285
	Iteration 12Q: 3 clusters Score -80474.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -80483.078125 Penalty: 715.592285
	Iteration 13Q: 3 clusters Score -80483.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -80494.171875 Penalty: 715.592285
	Iteration 14Q: 3 clusters Score -80494.17 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -80506.882812 Penalty: 715.592285
	Iteration 15Q: 3 clusters Score -80506.88 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -80518.703125 Penalty: 715.592285
	Iteration 16Q: 3 clusters Score -80518.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -80528.218750 Penalty: 715.592285
	Iteration 17Q: 3 clusters Score -80528.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -80538.046875 Penalty: 715.592285
	Iteration 18Q: 3 clusters Score -80538.05 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -80546.382812 Penalty: 715.592285
	Iteration 19Q: 3 clusters Score -80546.38 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -80557.718750 Penalty: 715.592285
	Iteration 20F: 3 clusters Score -80557.72 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -80569.562500 Penalty: 715.592285
	Iteration 21Q: 3 clusters Score -80569.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -80574.734375 Penalty: 715.592285
	Iteration 22Q: 3 clusters Score -80574.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -80580.179688 Penalty: 715.592285
	Iteration 23Q: 3 clusters Score -80580.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -80583.382812 Penalty: 715.592285
	Iteration 24Q: 3 clusters Score -80583.38 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -80587.500000 Penalty: 715.592285
	Iteration 25Q: 3 clusters Score -80587.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -80595.250000 Penalty: 715.592285
	Iteration 26Q: 3 clusters Score -80595.25 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -80602.320312 Penalty: 715.592285
	Iteration 27Q: 3 clusters Score -80602.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -80607.429688 Penalty: 715.592285
	Iteration 28Q: 3 clusters Score -80607.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -80615.812500 Penalty: 715.592285
	Iteration 29Q: 3 clusters Score -80615.81 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -80622.554688 Penalty: 715.592285
	Iteration 30Q: 3 clusters Score -80622.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -80627.312500 Penalty: 715.592285
	Iteration 31Q: 3 clusters Score -80627.31 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -80631.140625 Penalty: 715.592285
	Iteration 32Q: 3 clusters Score -80631.14 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -80637.484375 Penalty: 715.592285
	Iteration 33Q: 3 clusters Score -80637.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -80645.960938 Penalty: 715.592285
	Iteration 34Q: 3 clusters Score -80645.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -80652.195312 Penalty: 715.592285
	Iteration 35Q: 3 clusters Score -80652.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -80658.390625 Penalty: 715.592285
	Iteration 36Q: 3 clusters Score -80658.39 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -80664.421875 Penalty: 715.592285
	Iteration 37Q: 3 clusters Score -80664.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -80672.218750 Penalty: 715.592285
	Iteration 38Q: 3 clusters Score -80672.22 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -80677.406250 Penalty: 715.592285
	Iteration 39Q: 3 clusters Score -80677.41 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -80683.710938 Penalty: 715.592285
	Iteration 40F: 3 clusters Score -80683.71 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -80687.187500 Penalty: 715.592285
	Iteration 41Q: 3 clusters Score -80687.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -80690.351562 Penalty: 715.592285
	Iteration 42Q: 3 clusters Score -80690.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -80693.820312 Penalty: 715.592285
	Iteration 43Q: 3 clusters Score -80693.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -80697.734375 Penalty: 715.592285
	Iteration 44Q: 3 clusters Score -80697.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -80707.546875 Penalty: 715.592285
	Iteration 45Q: 3 clusters Score -80707.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -80720.468750 Penalty: 715.592285
	Iteration 46Q: 3 clusters Score -80720.47 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -80728.992188 Penalty: 715.592285
	Iteration 47Q: 3 clusters Score -80728.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -80734.554688 Penalty: 715.592285
	Iteration 48Q: 3 clusters Score -80734.55 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -80738.304688 Penalty: 715.592285
	Iteration 49Q: 3 clusters Score -80738.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -80742.406250 Penalty: 715.592285
	Iteration 50Q: 3 clusters Score -80742.41 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -80745.500000 Penalty: 715.592285
	Iteration 51Q: 3 clusters Score -80745.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -80748.093750 Penalty: 715.592285
	Iteration 52Q: 3 clusters Score -80748.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -80749.843750 Penalty: 715.592285
	Iteration 53Q: 3 clusters Score -80749.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -80752.445312 Penalty: 715.592285
	Iteration 54Q: 3 clusters Score -80752.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -80754.867188 Penalty: 715.592285
	Iteration 55Q: 3 clusters Score -80754.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -80757.914062 Penalty: 715.592285
	Iteration 56Q: 3 clusters Score -80757.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -80761.117188 Penalty: 715.592285
	Iteration 57Q: 3 clusters Score -80761.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -80764.210938 Penalty: 715.592285
	Iteration 58Q: 3 clusters Score -80764.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -80767.609375 Penalty: 715.592285
	Iteration 59Q: 3 clusters Score -80767.61 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -80772.156250 Penalty: 715.592285
	Iteration 60F: 3 clusters Score -80772.16 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -80778.664062 Penalty: 715.592285
	Iteration 61Q: 3 clusters Score -80778.66 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -80783.320312 Penalty: 715.592285
	Iteration 62Q: 3 clusters Score -80783.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -80786.531250 Penalty: 715.592285
	Iteration 63Q: 3 clusters Score -80786.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -80788.179688 Penalty: 715.592285
	Iteration 64Q: 3 clusters Score -80788.18 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -80790.171875 Penalty: 715.592285
	Iteration 65Q: 3 clusters Score -80790.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -80792.289062 Penalty: 715.592285
	Iteration 66Q: 3 clusters Score -80792.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -80794.906250 Penalty: 715.592285
	Iteration 67Q: 3 clusters Score -80794.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -80797.531250 Penalty: 715.592285
	Iteration 68Q: 3 clusters Score -80797.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -80801.007812 Penalty: 715.592285
	Iteration 69Q: 3 clusters Score -80801.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -80802.679688 Penalty: 715.592285
	Iteration 70Q: 3 clusters Score -80802.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -80803.187500 Penalty: 715.592285
	Iteration 71Q: 3 clusters Score -80803.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -80803.875000 Penalty: 715.592285
	Iteration 72Q: 3 clusters Score -80803.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -80804.570312 Penalty: 715.592285
	Iteration 73Q: 3 clusters Score -80804.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -80804.687500 Penalty: 715.592285
	Iteration 74Q: 3 clusters Score -80804.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -80804.687500 Penalty: 715.592285
	Iteration 75F: 3 clusters Score -80804.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Entering Unmasked Estep 
Score: -283533.781250 Penalty: 412.765442
	Iteration 0F: 2 clusters Score -283533.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -277698.250000 Penalty: 825.530884
	Iteration 0F: 3 clusters Score -277698.2 nChanged 4020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -280388.000000 Penalty: 825.530884
	Iteration 1F: 3 clusters Score -280388 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -281071.093750 Penalty: 825.530884
	Iteration 2F: 3 clusters Score -281071.1 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -281981.562500 Penalty: 825.530884
	Iteration 3F: 3 clusters Score -281981.6 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -282722.968750 Penalty: 825.530884
	Iteration 4F: 3 clusters Score -282723 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -283030.968750 Penalty: 825.530884
	Iteration 5Q: 3 clusters Score -283031 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -283182.625000 Penalty: 825.530884
	Iteration 6Q: 3 clusters Score -283182.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -283284.218750 Penalty: 825.530884
	Iteration 7Q: 3 clusters Score -283284.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -283336.468750 Penalty: 825.530884
	Iteration 8Q: 3 clusters Score -283336.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -283371.125000 Penalty: 825.530884
	Iteration 9Q: 3 clusters Score -283371.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -283394.281250 Penalty: 825.530884
	Iteration 10Q: 3 clusters Score -283394.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -283409.062500 Penalty: 825.530884
	Iteration 11Q: 3 clusters Score -283409.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -283420.500000 Penalty: 825.530884
	Iteration 12Q: 3 clusters Score -283420.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -283426.000000 Penalty: 825.530884
	Iteration 13Q: 3 clusters Score -283426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -283431.000000 Penalty: 825.530884
	Iteration 14Q: 3 clusters Score -283431 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -283434.656250 Penalty: 825.530884
	Iteration 15Q: 3 clusters Score -283434.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -283437.312500 Penalty: 825.530884
	Iteration 16Q: 3 clusters Score -283437.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -283439.687500 Penalty: 825.530884
	Iteration 17Q: 3 clusters Score -283439.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -283443.281250 Penalty: 825.530884
	Iteration 18Q: 3 clusters Score -283443.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -283446.218750 Penalty: 825.530884
	Iteration 19Q: 3 clusters Score -283446.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -283447.625000 Penalty: 825.530884
	Iteration 20F: 3 clusters Score -283447.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -283448.000000 Penalty: 825.530884
	Iteration 21Q: 3 clusters Score -283448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -283448.125000 Penalty: 825.530884
	Iteration 22Q: 3 clusters Score -283448.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -283449.031250 Penalty: 825.530884
	Iteration 23Q: 3 clusters Score -283449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -283448.437500 Penalty: 825.530884
	Iteration 24Q: 3 clusters Score -283448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -283449.250000 Penalty: 825.530884
	Iteration 25Q: 3 clusters Score -283449.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -283449.718750 Penalty: 825.530884
	Iteration 26Q: 3 clusters Score -283449.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -283449.843750 Penalty: 825.530884
	Iteration 27Q: 3 clusters Score -283449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -283449.468750 Penalty: 825.530884
	Iteration 28Q: 3 clusters Score -283449.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -283449.468750 Penalty: 825.530884
	Iteration 29F: 3 clusters Score -283449.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Entering Unmasked Estep 
Score: -177783.875000 Penalty: 395.194122
	Iteration 0F: 2 clusters Score -177783.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -173903.859375 Penalty: 790.388245
	Iteration 0F: 3 clusters Score -173903.9 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -175558.812500 Penalty: 790.388245
	Iteration 1F: 3 clusters Score -175558.8 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -175796.734375 Penalty: 790.388245
	Iteration 2F: 3 clusters Score -175796.7 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -176023.796875 Penalty: 790.388245
	Iteration 3F: 3 clusters Score -176023.8 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -176282.843750 Penalty: 790.388245
	Iteration 4F: 3 clusters Score -176282.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -176498.093750 Penalty: 790.388245
	Iteration 5F: 3 clusters Score -176498.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -176659.609375 Penalty: 790.388245
	Iteration 6Q: 3 clusters Score -176659.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -176775.765625 Penalty: 790.388245
	Iteration 7Q: 3 clusters Score -176775.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -176859.046875 Penalty: 790.388245
	Iteration 8Q: 3 clusters Score -176859 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -176912.078125 Penalty: 790.388245
	Iteration 9Q: 3 clusters Score -176912.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -176934.343750 Penalty: 790.388245
	Iteration 10Q: 3 clusters Score -176934.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -176946.671875 Penalty: 790.388245
	Iteration 11Q: 3 clusters Score -176946.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -176954.296875 Penalty: 790.388245
	Iteration 12Q: 3 clusters Score -176954.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -176959.109375 Penalty: 790.388245
	Iteration 13Q: 3 clusters Score -176959.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -176961.484375 Penalty: 790.388245
	Iteration 14Q: 3 clusters Score -176961.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -176963.640625 Penalty: 790.388245
	Iteration 15Q: 3 clusters Score -176963.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -176966.234375 Penalty: 790.388245
	Iteration 16Q: 3 clusters Score -176966.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -176968.859375 Penalty: 790.388245
	Iteration 17Q: 3 clusters Score -176968.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -176971.703125 Penalty: 790.388245
	Iteration 18Q: 3 clusters Score -176971.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -176975.312500 Penalty: 790.388245
	Iteration 19Q: 3 clusters Score -176975.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -176978.796875 Penalty: 790.388245
	Iteration 20F: 3 clusters Score -176978.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -176982.953125 Penalty: 790.388245
	Iteration 21Q: 3 clusters Score -176983 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -176990.078125 Penalty: 790.388245
	Iteration 22Q: 3 clusters Score -176990.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -176996.421875 Penalty: 790.388245
	Iteration 23Q: 3 clusters Score -176996.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -177003.015625 Penalty: 790.388245
	Iteration 24Q: 3 clusters Score -177003 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -177009.328125 Penalty: 790.388245
	Iteration 25Q: 3 clusters Score -177009.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -177016.296875 Penalty: 790.388245
	Iteration 26Q: 3 clusters Score -177016.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -177023.765625 Penalty: 790.388245
	Iteration 27Q: 3 clusters Score -177023.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -177029.875000 Penalty: 790.388245
	Iteration 28Q: 3 clusters Score -177029.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -177037.031250 Penalty: 790.388245
	Iteration 29Q: 3 clusters Score -177037 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -177044.000000 Penalty: 790.388245
	Iteration 30Q: 3 clusters Score -177044 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -177048.968750 Penalty: 790.388245
	Iteration 31Q: 3 clusters Score -177049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -177055.140625 Penalty: 790.388245
	Iteration 32Q: 3 clusters Score -177055.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -177066.828125 Penalty: 790.388245
	Iteration 33Q: 3 clusters Score -177066.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -177081.125000 Penalty: 790.388245
	Iteration 34Q: 3 clusters Score -177081.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -177098.515625 Penalty: 790.388245
	Iteration 35Q: 3 clusters Score -177098.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -177113.453125 Penalty: 790.388245
	Iteration 36Q: 3 clusters Score -177113.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -177126.468750 Penalty: 790.388245
	Iteration 37Q: 3 clusters Score -177126.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -177140.234375 Penalty: 790.388245
	Iteration 38Q: 3 clusters Score -177140.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -177152.390625 Penalty: 790.388245
	Iteration 39Q: 3 clusters Score -177152.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -177166.843750 Penalty: 790.388245
	Iteration 40F: 3 clusters Score -177166.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -177187.671875 Penalty: 790.388245
	Iteration 41Q: 3 clusters Score -177187.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -177205.515625 Penalty: 790.388245
	Iteration 42Q: 3 clusters Score -177205.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -177225.296875 Penalty: 790.388245
	Iteration 43Q: 3 clusters Score -177225.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -177243.328125 Penalty: 790.388245
	Iteration 44Q: 3 clusters Score -177243.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -177259.343750 Penalty: 790.388245
	Iteration 45Q: 3 clusters Score -177259.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -177279.281250 Penalty: 790.388245
	Iteration 46Q: 3 clusters Score -177279.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -177299.406250 Penalty: 790.388245
	Iteration 47Q: 3 clusters Score -177299.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -177312.078125 Penalty: 790.388245
	Iteration 48Q: 3 clusters Score -177312.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -177327.359375 Penalty: 790.388245
	Iteration 49Q: 3 clusters Score -177327.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -177342.656250 Penalty: 790.388245
	Iteration 50Q: 3 clusters Score -177342.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -177354.765625 Penalty: 790.388245
	Iteration 51Q: 3 clusters Score -177354.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -177368.015625 Penalty: 790.388245
	Iteration 52Q: 3 clusters Score -177368 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -177380.406250 Penalty: 790.388245
	Iteration 53Q: 3 clusters Score -177380.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -177391.312500 Penalty: 790.388245
	Iteration 54Q: 3 clusters Score -177391.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -177402.265625 Penalty: 790.388245
	Iteration 55Q: 3 clusters Score -177402.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -177409.468750 Penalty: 790.388245
	Iteration 56Q: 3 clusters Score -177409.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -177415.093750 Penalty: 790.388245
	Iteration 57Q: 3 clusters Score -177415.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -177421.406250 Penalty: 790.388245
	Iteration 58Q: 3 clusters Score -177421.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -177426.093750 Penalty: 790.388245
	Iteration 59Q: 3 clusters Score -177426.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -177429.515625 Penalty: 790.388245
	Iteration 60F: 3 clusters Score -177429.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -177432.593750 Penalty: 790.388245
	Iteration 61Q: 3 clusters Score -177432.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -177434.984375 Penalty: 790.388245
	Iteration 62Q: 3 clusters Score -177435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -177435.453125 Penalty: 790.388245
	Iteration 63Q: 3 clusters Score -177435.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -177435.562500 Penalty: 790.388245
	Iteration 64Q: 3 clusters Score -177435.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -177436.187500 Penalty: 790.388245
	Iteration 65Q: 3 clusters Score -177436.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -177436.796875 Penalty: 790.388245
	Iteration 66Q: 3 clusters Score -177436.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -177437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -177437.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -177437.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -177438.171875 Penalty: 790.388245
	Iteration 70Q: 3 clusters Score -177438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -177438.203125 Penalty: 790.388245
	Iteration 71Q: 3 clusters Score -177438.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -177438.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -177438.281250 Penalty: 790.388245
	Iteration 73F: 3 clusters Score -177438.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 72 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 907 members 
Mstep: Class 3 contains 3792 members 
Mstep: Class 4 contains 597 members 
Mstep: Class 5 contains 39096 members 
Mstep: Class 6 contains 54785 members 
Mstep: Class 7 contains 12540 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 62093 members 
Mstep: Class 10 contains 142702 members 
Mstep: Class 11 contains 118425 members 
Mstep: Class 12 contains 5335 members 
Mstep: Class 13 contains 3396 members 
Mstep: Class 14 contains 5069 members 
Mstep: Class 15 contains 8486 members 
Mstep: Class 16 contains 16083 members 
Mstep: Class 17 contains 2972 members 
Mstep: Class 18 contains 2526 members 
Mstep: Class 19 contains 3609 members 
Mstep: Class 20 contains 9736 members 
Mstep: Class 21 contains 2601 members 
Mstep: Class 22 contains 8706 members 
Mstep: Class 23 contains 5917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732872.000000 Penalty: 14378.957031
Iteration 79Q: 25 clusters Score -1.573287e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 3872 members 
Mstep: Class 4 contains 604 members 
Mstep: Class 5 contains 39275 members 
Mstep: Class 6 contains 54849 members 
Mstep: Class 7 contains 12657 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 61505 members 
Mstep: Class 10 contains 142745 members 
Mstep: Class 11 contains 118523 members 
Mstep: Class 12 contains 5346 members 
Mstep: Class 13 contains 3377 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 15 contains 8550 members 
Mstep: Class 16 contains 16179 members 
Mstep: Class 17 contains 2973 members 
Mstep: Class 18 contains 2513 members 
Mstep: Class 19 contains 3676 members 
Mstep: Class 20 contains 9761 members 
Mstep: Class 21 contains 2601 members 
Mstep: Class 22 contains 8713 members 
Mstep: Class 23 contains 5970 members 
Mstep: Class 24 contains 6976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733352.000000 Penalty: 14378.957031
Iteration 80F: 25 clusters Score -1.573335e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 58 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 910 members 
Mstep: Class 3 contains 3909 members 
Mstep: Class 4 contains 611 members 
Mstep: Class 5 contains 39387 members 
Mstep: Class 6 contains 54870 members 
Mstep: Class 7 contains 12750 members 
Mstep: Class 8 contains 2367 members 
Mstep: Class 9 contains 60911 members 
Mstep: Class 10 contains 142791 members 
Mstep: Class 11 contains 118595 members 
Mstep: Class 12 contains 5353 members 
Mstep: Class 13 contains 3360 members 
Mstep: Class 14 contains 5115 members 
Mstep: Class 15 contains 8615 members 
Mstep: Class 16 contains 16272 members 
Mstep: Class 17 contains 2956 members 
Mstep: Class 18 contains 2503 members 
Mstep: Class 19 contains 3711 members 
Mstep: Class 20 contains 9780 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8722 members 
Mstep: Class 23 contains 5968 members 
Mstep: Class 24 contains 6951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733456.000000 Penalty: 14378.957031
Iteration 81Q: 25 clusters Score -1.573346e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 3939 members 
Mstep: Class 4 contains 605 members 
Mstep: Class 5 contains 39513 members 
Mstep: Class 6 contains 54884 members 
Mstep: Class 7 contains 12858 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 60356 members 
Mstep: Class 10 contains 142848 members 
Mstep: Class 11 contains 118661 members 
Mstep: Class 12 contains 5360 members 
Mstep: Class 13 contains 3342 members 
Mstep: Class 14 contains 5117 members 
Mstep: Class 15 contains 8677 members 
Mstep: Class 16 contains 16353 members 
Mstep: Class 17 contains 2941 members 
Mstep: Class 18 contains 2492 members 
Mstep: Class 19 contains 3731 members 
Mstep: Class 20 contains 9801 members 
Mstep: Class 21 contains 2609 members 
Mstep: Class 22 contains 8723 members 
Mstep: Class 23 contains 5967 members 
Mstep: Class 24 contains 6918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733547.000000 Penalty: 14378.957031
Iteration 82Q: 25 clusters Score -1.573355e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 912 members 
Mstep: Class 3 contains 3944 members 
Mstep: Class 4 contains 602 members 
Mstep: Class 5 contains 39632 members 
Mstep: Class 6 contains 54916 members 
Mstep: Class 7 contains 12993 members 
Mstep: Class 8 contains 2387 members 
Mstep: Class 9 contains 59802 members 
Mstep: Class 10 contains 142915 members 
Mstep: Class 11 contains 118699 members 
Mstep: Class 12 contains 5368 members 
Mstep: Class 13 contains 3332 members 
Mstep: Class 14 contains 5113 members 
Mstep: Class 15 contains 8735 members 
Mstep: Class 16 contains 16437 members 
Mstep: Class 17 contains 2928 members 
Mstep: Class 18 contains 2485 members 
Mstep: Class 19 contains 3737 members 
Mstep: Class 20 contains 9820 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 8714 members 
Mstep: Class 23 contains 5973 members 
Mstep: Class 24 contains 6890 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733644.000000 Penalty: 14378.957031
Iteration 83Q: 25 clusters Score -1.573364e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 915 members 
Mstep: Class 3 contains 3950 members 
Mstep: Class 4 contains 598 members 
Mstep: Class 5 contains 39744 members 
Mstep: Class 6 contains 54925 members 
Mstep: Class 7 contains 13134 members 
Mstep: Class 8 contains 2396 members 
Mstep: Class 9 contains 59263 members 
Mstep: Class 10 contains 142967 members 
Mstep: Class 11 contains 118769 members 
Mstep: Class 12 contains 5378 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 15 contains 8786 members 
Mstep: Class 16 contains 16518 members 
Mstep: Class 17 contains 2918 members 
Mstep: Class 18 contains 2480 members 
Mstep: Class 19 contains 3750 members 
Mstep: Class 20 contains 9833 members 
Mstep: Class 21 contains 2618 members 
Mstep: Class 22 contains 8712 members 
Mstep: Class 23 contains 5980 members 
Mstep: Class 24 contains 6868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733713.000000 Penalty: 14378.957031
Iteration 84Q: 25 clusters Score -1.573371e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 3950 members 
Mstep: Class 4 contains 595 members 
Mstep: Class 5 contains 39858 members 
Mstep: Class 6 contains 54948 members 
Mstep: Class 7 contains 13258 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 58745 members 
Mstep: Class 10 contains 143016 members 
Mstep: Class 11 contains 118827 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 3310 members 
Mstep: Class 14 contains 5103 members 
Mstep: Class 15 contains 8827 members 
Mstep: Class 16 contains 16596 members 
Mstep: Class 17 contains 2904 members 
Mstep: Class 18 contains 2474 members 
Mstep: Class 19 contains 3758 members 
Mstep: Class 20 contains 9847 members 
Mstep: Class 21 contains 2613 members 
Mstep: Class 22 contains 8719 members 
Mstep: Class 23 contains 5989 members 
Mstep: Class 24 contains 6851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733790.000000 Penalty: 14378.957031
Iteration 85Q: 25 clusters Score -1.573379e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 3957 members 
Mstep: Class 4 contains 594 members 
Mstep: Class 5 contains 39940 members 
Mstep: Class 6 contains 54980 members 
Mstep: Class 7 contains 13387 members 
Mstep: Class 8 contains 2422 members 
Mstep: Class 9 contains 58261 members 
Mstep: Class 10 contains 143078 members 
Mstep: Class 11 contains 118876 members 
Mstep: Class 12 contains 5378 members 
Mstep: Class 13 contains 3298 members 
Mstep: Class 14 contains 5102 members 
Mstep: Class 15 contains 8876 members 
Mstep: Class 16 contains 16657 members 
Mstep: Class 17 contains 2889 members 
Mstep: Class 18 contains 2465 members 
Mstep: Class 19 contains 3773 members 
Mstep: Class 20 contains 9860 members 
Mstep: Class 21 contains 2617 members 
Mstep: Class 22 contains 8734 members 
Mstep: Class 23 contains 5985 members 
Mstep: Class 24 contains 6837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733825.000000 Penalty: 14378.957031
Iteration 86Q: 25 clusters Score -1.573382e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 3963 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 40030 members 
Mstep: Class 6 contains 55000 members 
Mstep: Class 7 contains 13502 members 
Mstep: Class 8 contains 2441 members 
Mstep: Class 9 contains 57816 members 
Mstep: Class 10 contains 143137 members 
Mstep: Class 11 contains 118906 members 
Mstep: Class 12 contains 5382 members 
Mstep: Class 13 contains 3294 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 15 contains 8918 members 
Mstep: Class 16 contains 16706 members 
Mstep: Class 17 contains 2886 members 
Mstep: Class 18 contains 2459 members 
Mstep: Class 19 contains 3782 members 
Mstep: Class 20 contains 9871 members 
Mstep: Class 21 contains 2620 members 
Mstep: Class 22 contains 8739 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 6828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733865.000000 Penalty: 14378.957031
Iteration 87Q: 25 clusters Score -1.573386e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 3971 members 
Mstep: Class 4 contains 593 members 
Mstep: Class 5 contains 40095 members 
Mstep: Class 6 contains 54996 members 
Mstep: Class 7 contains 13624 members 
Mstep: Class 8 contains 2452 members 
Mstep: Class 9 contains 57434 members 
Mstep: Class 10 contains 143182 members 
Mstep: Class 11 contains 118947 members 
Mstep: Class 12 contains 5386 members 
Mstep: Class 13 contains 3284 members 
Mstep: Class 14 contains 5100 members 
Mstep: Class 15 contains 8955 members 
Mstep: Class 16 contains 16745 members 
Mstep: Class 17 contains 2880 members 
Mstep: Class 18 contains 2455 members 
Mstep: Class 19 contains 3785 members 
Mstep: Class 20 contains 9881 members 
Mstep: Class 21 contains 2620 members 
Mstep: Class 22 contains 8752 members 
Mstep: Class 23 contains 5970 members 
Mstep: Class 24 contains 6824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733871.000000 Penalty: 14378.957031
Iteration 88Q: 25 clusters Score -1.573387e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 928 members 
Mstep: Class 3 contains 3974 members 
Mstep: Class 4 contains 591 members 
Mstep: Class 5 contains 40152 members 
Mstep: Class 6 contains 54999 members 
Mstep: Class 7 contains 13740 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 57075 members 
Mstep: Class 10 contains 143220 members 
Mstep: Class 11 contains 118997 members 
Mstep: Class 12 contains 5385 members 
Mstep: Class 13 contains 3268 members 
Mstep: Class 14 contains 5099 members 
Mstep: Class 15 contains 8998 members 
Mstep: Class 16 contains 16782 members 
Mstep: Class 17 contains 2874 members 
Mstep: Class 18 contains 2445 members 
Mstep: Class 19 contains 3791 members 
Mstep: Class 20 contains 9892 members 
Mstep: Class 21 contains 2622 members 
Mstep: Class 22 contains 8764 members 
Mstep: Class 23 contains 5968 members 
Mstep: Class 24 contains 6819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733884.000000 Penalty: 14378.957031
Iteration 89Q: 25 clusters Score -1.573388e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 929 members 
Mstep: Class 3 contains 3975 members 
Mstep: Class 4 contains 592 members 
Mstep: Class 5 contains 40230 members 
Mstep: Class 6 contains 54996 members 
Mstep: Class 7 contains 13858 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 56718 members 
Mstep: Class 10 contains 143252 members 
Mstep: Class 11 contains 119054 members 
Mstep: Class 12 contains 5398 members 
Mstep: Class 13 contains 3244 members 
Mstep: Class 14 contains 5096 members 
Mstep: Class 15 contains 9036 members 
Mstep: Class 16 contains 16807 members 
Mstep: Class 17 contains 2863 members 
Mstep: Class 18 contains 2441 members 
Mstep: Class 19 contains 3798 members 
Mstep: Class 20 contains 9894 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 8775 members 
Mstep: Class 23 contains 5971 members 
Mstep: Class 24 contains 6816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733937.000000 Penalty: 14378.957031
Iteration 90Q: 25 clusters Score -1.573394e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 929 members 
Mstep: Class 3 contains 3970 members 
Mstep: Class 4 contains 589 members 
Mstep: Class 5 contains 40313 members 
Mstep: Class 6 contains 55001 members 
Mstep: Class 7 contains 13988 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 56345 members 
Mstep: Class 10 contains 143292 members 
Mstep: Class 11 contains 119089 members 
Mstep: Class 12 contains 5412 members 
Mstep: Class 13 contains 3213 members 
Mstep: Class 14 contains 5091 members 
Mstep: Class 15 contains 9093 members 
Mstep: Class 16 contains 16833 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 2431 members 
Mstep: Class 19 contains 3808 members 
Mstep: Class 20 contains 9899 members 
Mstep: Class 21 contains 2628 members 
Mstep: Class 22 contains 8790 members 
Mstep: Class 23 contains 5976 members 
Mstep: Class 24 contains 6810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734038.000000 Penalty: 14378.957031
Iteration 91Q: 25 clusters Score -1.573404e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 931 members 
Mstep: Class 3 contains 3967 members 
Mstep: Class 4 contains 583 members 
Mstep: Class 5 contains 40396 members 
Mstep: Class 6 contains 54996 members 
Mstep: Class 7 contains 14097 members 
Mstep: Class 8 contains 2470 members 
Mstep: Class 9 contains 56042 members 
Mstep: Class 10 contains 143327 members 
Mstep: Class 11 contains 119108 members 
Mstep: Class 12 contains 5433 members 
Mstep: Class 13 contains 3170 members 
Mstep: Class 14 contains 5087 members 
Mstep: Class 15 contains 9141 members 
Mstep: Class 16 contains 16859 members 
Mstep: Class 17 contains 2845 members 
Mstep: Class 18 contains 2427 members 
Mstep: Class 19 contains 3816 members 
Mstep: Class 20 contains 9908 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 8793 members 
Mstep: Class 23 contains 5981 members 
Mstep: Class 24 contains 6808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734127.000000 Penalty: 14378.957031
Iteration 92Q: 25 clusters Score -1.573413e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 3965 members 
Mstep: Class 4 contains 579 members 
Mstep: Class 5 contains 40470 members 
Mstep: Class 6 contains 55011 members 
Mstep: Class 7 contains 14205 members 
Mstep: Class 8 contains 2478 members 
Mstep: Class 9 contains 55706 members 
Mstep: Class 10 contains 143387 members 
Mstep: Class 11 contains 119128 members 
Mstep: Class 12 contains 5453 members 
Mstep: Class 13 contains 3134 members 
Mstep: Class 14 contains 5085 members 
Mstep: Class 15 contains 9183 members 
Mstep: Class 16 contains 16885 members 
Mstep: Class 17 contains 2838 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 3823 members 
Mstep: Class 20 contains 9917 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 8794 members 
Mstep: Class 23 contains 5982 members 
Mstep: Class 24 contains 6803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734180.000000 Penalty: 14378.957031
Iteration 93Q: 25 clusters Score -1.573418e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 931 members 
Mstep: Class 3 contains 3976 members 
Mstep: Class 4 contains 577 members 
Mstep: Class 5 contains 40542 members 
Mstep: Class 6 contains 55025 members 
Mstep: Class 7 contains 14291 members 
Mstep: Class 8 contains 2483 members 
Mstep: Class 9 contains 55395 members 
Mstep: Class 10 contains 143430 members 
Mstep: Class 11 contains 119152 members 
Mstep: Class 12 contains 5464 members 
Mstep: Class 13 contains 3105 members 
Mstep: Class 14 contains 5087 members 
Mstep: Class 15 contains 9232 members 
Mstep: Class 16 contains 16903 members 
Mstep: Class 17 contains 2835 members 
Mstep: Class 18 contains 2411 members 
Mstep: Class 19 contains 3837 members 
Mstep: Class 20 contains 9925 members 
Mstep: Class 21 contains 2630 members 
Mstep: Class 22 contains 8795 members 
Mstep: Class 23 contains 5980 members 
Mstep: Class 24 contains 6796 members 
Entering Unmasked Estep 
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Iteration 94Q: 25 clusters Score -1.573422e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 931 members 
Mstep: Class 3 contains 3984 members 
Mstep: Class 4 contains 578 members 
Mstep: Class 5 contains 40604 members 
Mstep: Class 6 contains 55037 members 
Mstep: Class 7 contains 14364 members 
Mstep: Class 8 contains 2486 members 
Mstep: Class 9 contains 55119 members 
Mstep: Class 10 contains 143470 members 
Mstep: Class 11 contains 119191 members 
Mstep: Class 12 contains 5476 members 
Mstep: Class 13 contains 3060 members 
Mstep: Class 14 contains 5086 members 
Mstep: Class 15 contains 9289 members 
Mstep: Class 16 contains 16925 members 
Mstep: Class 17 contains 2830 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 19 contains 3842 members 
Mstep: Class 20 contains 9929 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 8790 members 
Mstep: Class 23 contains 5974 members 
Mstep: Class 24 contains 6796 members 
Entering Unmasked Estep 
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Iteration 95Q: 25 clusters Score -1.573424e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 935 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 573 members 
Mstep: Class 5 contains 40661 members 
Mstep: Class 6 contains 55039 members 
Mstep: Class 7 contains 14436 members 
Mstep: Class 8 contains 2489 members 
Mstep: Class 9 contains 54878 members 
Mstep: Class 10 contains 143505 members 
Mstep: Class 11 contains 119218 members 
Mstep: Class 12 contains 5482 members 
Mstep: Class 13 contains 3021 members 
Mstep: Class 14 contains 5083 members 
Mstep: Class 15 contains 9346 members 
Mstep: Class 16 contains 16943 members 
Mstep: Class 17 contains 2821 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 3846 members 
Mstep: Class 20 contains 9935 members 
Mstep: Class 21 contains 2629 members 
Mstep: Class 22 contains 8790 members 
Mstep: Class 23 contains 5971 members 
Mstep: Class 24 contains 6793 members 
Entering Unmasked Estep 
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Iteration 96Q: 25 clusters Score -1.573429e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 935 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 566 members 
Mstep: Class 5 contains 40713 members 
Mstep: Class 6 contains 55057 members 
Mstep: Class 7 contains 14506 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 54634 members 
Mstep: Class 10 contains 143541 members 
Mstep: Class 11 contains 119236 members 
Mstep: Class 12 contains 5487 members 
Mstep: Class 13 contains 2981 members 
Mstep: Class 14 contains 5082 members 
Mstep: Class 15 contains 9407 members 
Mstep: Class 16 contains 16967 members 
Mstep: Class 17 contains 2811 members 
Mstep: Class 18 contains 2387 members 
Mstep: Class 19 contains 3851 members 
Mstep: Class 20 contains 9949 members 
Mstep: Class 21 contains 2628 members 
Mstep: Class 22 contains 8788 members 
Mstep: Class 23 contains 5962 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
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Iteration 97Q: 25 clusters Score -1.57344e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 935 members 
Mstep: Class 3 contains 4006 members 
Mstep: Class 4 contains 558 members 
Mstep: Class 5 contains 40756 members 
Mstep: Class 6 contains 55076 members 
Mstep: Class 7 contains 14587 members 
Mstep: Class 8 contains 2493 members 
Mstep: Class 9 contains 54401 members 
Mstep: Class 10 contains 143578 members 
Mstep: Class 11 contains 119246 members 
Mstep: Class 12 contains 5491 members 
Mstep: Class 13 contains 2953 members 
Mstep: Class 14 contains 5078 members 
Mstep: Class 15 contains 9456 members 
Mstep: Class 16 contains 16986 members 
Mstep: Class 17 contains 2802 members 
Mstep: Class 18 contains 2383 members 
Mstep: Class 19 contains 3861 members 
Mstep: Class 20 contains 9960 members 
Mstep: Class 21 contains 2628 members 
Mstep: Class 22 contains 8791 members 
Mstep: Class 23 contains 5953 members 
Mstep: Class 24 contains 6796 members 
Entering Unmasked Estep 
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Iteration 98Q: 25 clusters Score -1.573442e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 553 members 
Mstep: Class 5 contains 40790 members 
Mstep: Class 6 contains 55089 members 
Mstep: Class 7 contains 14677 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 54144 members 
Mstep: Class 10 contains 143625 members 
Mstep: Class 11 contains 119261 members 
Mstep: Class 12 contains 5495 members 
Mstep: Class 13 contains 2939 members 
Mstep: Class 14 contains 5075 members 
Mstep: Class 15 contains 9500 members 
Mstep: Class 16 contains 16999 members 
Mstep: Class 17 contains 2800 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 3869 members 
Mstep: Class 20 contains 9971 members 
Mstep: Class 21 contains 2628 members 
Mstep: Class 22 contains 8790 members 
Mstep: Class 23 contains 5949 members 
Mstep: Class 24 contains 6796 members 
Entering Unmasked Estep 
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Iteration 99Q: 25 clusters Score -1.573446e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 551 members 
Mstep: Class 5 contains 40823 members 
Mstep: Class 6 contains 55106 members 
Mstep: Class 7 contains 14759 members 
Mstep: Class 8 contains 2499 members 
Mstep: Class 9 contains 53894 members 
Mstep: Class 10 contains 143660 members 
Mstep: Class 11 contains 119302 members 
Mstep: Class 12 contains 5505 members 
Mstep: Class 13 contains 2914 members 
Mstep: Class 14 contains 5074 members 
Mstep: Class 15 contains 9527 members 
Mstep: Class 16 contains 17010 members 
Mstep: Class 17 contains 2797 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 3878 members 
Mstep: Class 20 contains 9983 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 8787 members 
Mstep: Class 23 contains 5948 members 
Mstep: Class 24 contains 6795 members 
Entering Unmasked Estep 
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Iteration 100F: 25 clusters Score -1.573455e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 549 members 
Mstep: Class 5 contains 40863 members 
Mstep: Class 6 contains 55142 members 
Mstep: Class 7 contains 14837 members 
Mstep: Class 8 contains 2499 members 
Mstep: Class 9 contains 53646 members 
Mstep: Class 10 contains 143693 members 
Mstep: Class 11 contains 119333 members 
Mstep: Class 12 contains 5516 members 
Mstep: Class 13 contains 2885 members 
Mstep: Class 14 contains 5071 members 
Mstep: Class 15 contains 9557 members 
Mstep: Class 16 contains 17027 members 
Mstep: Class 17 contains 2796 members 
Mstep: Class 18 contains 2379 members 
Mstep: Class 19 contains 3879 members 
Mstep: Class 20 contains 9992 members 
Mstep: Class 21 contains 2627 members 
Mstep: Class 22 contains 8786 members 
Mstep: Class 23 contains 5942 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
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Iteration 101Q: 25 clusters Score -1.57346e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 543 members 
Mstep: Class 5 contains 40886 members 
Mstep: Class 6 contains 55153 members 
Mstep: Class 7 contains 14915 members 
Mstep: Class 8 contains 2497 members 
Mstep: Class 9 contains 53442 members 
Mstep: Class 10 contains 143713 members 
Mstep: Class 11 contains 119361 members 
Mstep: Class 12 contains 5527 members 
Mstep: Class 13 contains 2872 members 
Mstep: Class 14 contains 5066 members 
Mstep: Class 15 contains 9592 members 
Mstep: Class 16 contains 17037 members 
Mstep: Class 17 contains 2794 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 3888 members 
Mstep: Class 20 contains 10005 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 8784 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 6796 members 
Entering Unmasked Estep 
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Iteration 102Q: 25 clusters Score -1.573462e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 534 members 
Mstep: Class 5 contains 40904 members 
Mstep: Class 6 contains 55155 members 
Mstep: Class 7 contains 15007 members 
Mstep: Class 8 contains 2498 members 
Mstep: Class 9 contains 53224 members 
Mstep: Class 10 contains 143730 members 
Mstep: Class 11 contains 119389 members 
Mstep: Class 12 contains 5547 members 
Mstep: Class 13 contains 2853 members 
Mstep: Class 14 contains 5070 members 
Mstep: Class 15 contains 9620 members 
Mstep: Class 16 contains 17050 members 
Mstep: Class 17 contains 2793 members 
Mstep: Class 18 contains 2380 members 
Mstep: Class 19 contains 3891 members 
Mstep: Class 20 contains 10018 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 8778 members 
Mstep: Class 23 contains 5942 members 
Mstep: Class 24 contains 6796 members 
Entering Unmasked Estep 
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Iteration 103Q: 25 clusters Score -1.573469e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 4008 members 
Mstep: Class 4 contains 529 members 
Mstep: Class 5 contains 40929 members 
Mstep: Class 6 contains 55168 members 
Mstep: Class 7 contains 15106 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 53000 members 
Mstep: Class 10 contains 143747 members 
Mstep: Class 11 contains 119414 members 
Mstep: Class 12 contains 5554 members 
Mstep: Class 13 contains 2826 members 
Mstep: Class 14 contains 5073 members 
Mstep: Class 15 contains 9659 members 
Mstep: Class 16 contains 17057 members 
Mstep: Class 17 contains 2792 members 
Mstep: Class 18 contains 2385 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 10028 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 8777 members 
Mstep: Class 23 contains 5939 members 
Mstep: Class 24 contains 6795 members 
Entering Unmasked Estep 
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Iteration 104Q: 25 clusters Score -1.573469e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 4005 members 
Mstep: Class 4 contains 528 members 
Mstep: Class 5 contains 40954 members 
Mstep: Class 6 contains 55176 members 
Mstep: Class 7 contains 15187 members 
Mstep: Class 8 contains 2505 members 
Mstep: Class 9 contains 52817 members 
Mstep: Class 10 contains 143763 members 
Mstep: Class 11 contains 119436 members 
Mstep: Class 12 contains 5561 members 
Mstep: Class 13 contains 2800 members 
Mstep: Class 14 contains 5072 members 
Mstep: Class 15 contains 9684 members 
Mstep: Class 16 contains 17065 members 
Mstep: Class 17 contains 2792 members 
Mstep: Class 18 contains 2391 members 
Mstep: Class 19 contains 3897 members 
Mstep: Class 20 contains 10036 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 8774 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 6797 members 
Entering Unmasked Estep 
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Iteration 105Q: 25 clusters Score -1.573472e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 524 members 
Mstep: Class 5 contains 40974 members 
Mstep: Class 6 contains 55196 members 
Mstep: Class 7 contains 15251 members 
Mstep: Class 8 contains 2509 members 
Mstep: Class 9 contains 52652 members 
Mstep: Class 10 contains 143777 members 
Mstep: Class 11 contains 119455 members 
Mstep: Class 12 contains 5569 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 5068 members 
Mstep: Class 15 contains 9710 members 
Mstep: Class 16 contains 17074 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 2394 members 
Mstep: Class 19 contains 3904 members 
Mstep: Class 20 contains 10039 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 8772 members 
Mstep: Class 23 contains 5935 members 
Mstep: Class 24 contains 6799 members 
Entering Unmasked Estep 
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Iteration 106Q: 25 clusters Score -1.573471e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 518 members 
Mstep: Class 5 contains 40995 members 
Mstep: Class 6 contains 55206 members 
Mstep: Class 7 contains 15310 members 
Mstep: Class 8 contains 2512 members 
Mstep: Class 9 contains 52489 members 
Mstep: Class 10 contains 143796 members 
Mstep: Class 11 contains 119468 members 
Mstep: Class 12 contains 5577 members 
Mstep: Class 13 contains 2772 members 
Mstep: Class 14 contains 5064 members 
Mstep: Class 15 contains 9724 members 
Mstep: Class 16 contains 17089 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 2392 members 
Mstep: Class 19 contains 3914 members 
Mstep: Class 20 contains 10043 members 
Mstep: Class 21 contains 2626 members 
Mstep: Class 22 contains 8771 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 6796 members 
Entering Unmasked Estep 
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Iteration 107Q: 25 clusters Score -1.57348e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 511 members 
Mstep: Class 5 contains 41017 members 
Mstep: Class 6 contains 55214 members 
Mstep: Class 7 contains 15372 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 9 contains 52323 members 
Mstep: Class 10 contains 143811 members 
Mstep: Class 11 contains 119496 members 
Mstep: Class 12 contains 5588 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 9729 members 
Mstep: Class 16 contains 17105 members 
Mstep: Class 17 contains 2791 members 
Mstep: Class 18 contains 2393 members 
Mstep: Class 19 contains 3930 members 
Mstep: Class 20 contains 10045 members 
Mstep: Class 21 contains 2625 members 
Mstep: Class 22 contains 8768 members 
Mstep: Class 23 contains 5937 members 
Mstep: Class 24 contains 6790 members 
Entering Unmasked Estep 
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Iteration 108Q: 25 clusters Score -1.573482e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 4000 members 
Mstep: Class 4 contains 502 members 
Mstep: Class 5 contains 41030 members 
Mstep: Class 6 contains 55231 members 
Mstep: Class 7 contains 15443 members 
Mstep: Class 8 contains 2505 members 
Mstep: Class 9 contains 52168 members 
Mstep: Class 10 contains 143836 members 
Mstep: Class 11 contains 119509 members 
Mstep: Class 12 contains 5602 members 
Mstep: Class 13 contains 2777 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 9738 members 
Mstep: Class 16 contains 17118 members 
Mstep: Class 17 contains 2787 members 
Mstep: Class 18 contains 2393 members 
Mstep: Class 19 contains 3939 members 
Mstep: Class 20 contains 10048 members 
Mstep: Class 21 contains 2623 members 
Mstep: Class 22 contains 8761 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 6782 members 
Entering Unmasked Estep 
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Iteration 109Q: 25 clusters Score -1.573482e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 935 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 495 members 
Mstep: Class 5 contains 41040 members 
Mstep: Class 6 contains 55236 members 
Mstep: Class 7 contains 15498 members 
Mstep: Class 8 contains 2506 members 
Mstep: Class 9 contains 52033 members 
Mstep: Class 10 contains 143860 members 
Mstep: Class 11 contains 119530 members 
Mstep: Class 12 contains 5618 members 
Mstep: Class 13 contains 2774 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 9755 members 
Mstep: Class 16 contains 17123 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2393 members 
Mstep: Class 19 contains 3944 members 
Mstep: Class 20 contains 10051 members 
Mstep: Class 21 contains 2619 members 
Mstep: Class 22 contains 8754 members 
Mstep: Class 23 contains 5937 members 
Mstep: Class 24 contains 6778 members 
Entering Unmasked Estep 
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Iteration 110Q: 25 clusters Score -1.573483e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 935 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 41060 members 
Mstep: Class 6 contains 55227 members 
Mstep: Class 7 contains 15568 members 
Mstep: Class 8 contains 2505 members 
Mstep: Class 9 contains 51888 members 
Mstep: Class 10 contains 143884 members 
Mstep: Class 11 contains 119537 members 
Mstep: Class 12 contains 5637 members 
Mstep: Class 13 contains 2762 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 9773 members 
Mstep: Class 16 contains 17123 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2394 members 
Mstep: Class 19 contains 3946 members 
Mstep: Class 20 contains 10058 members 
Mstep: Class 21 contains 2617 members 
Mstep: Class 22 contains 8750 members 
Mstep: Class 23 contains 5942 members 
Mstep: Class 24 contains 6774 members 
Entering Unmasked Estep 
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Iteration 111Q: 25 clusters Score -1.573483e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4355 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 41082 members 
Mstep: Class 6 contains 55235 members 
Mstep: Class 7 contains 15648 members 
Mstep: Class 8 contains 2504 members 
Mstep: Class 9 contains 51722 members 
Mstep: Class 10 contains 143897 members 
Mstep: Class 11 contains 119538 members 
Mstep: Class 12 contains 5644 members 
Mstep: Class 13 contains 2765 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 9788 members 
Mstep: Class 16 contains 17133 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 2396 members 
Mstep: Class 19 contains 3946 members 
Mstep: Class 20 contains 10067 members 
Mstep: Class 21 contains 2616 members 
Mstep: Class 22 contains 8750 members 
Mstep: Class 23 contains 5943 members 
Mstep: Class 24 contains 6770 members 
Entering Unmasked Estep 
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Iteration 112Q: 25 clusters Score -1.573488e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 492 members 
Mstep: Class 5 contains 41103 members 
Mstep: Class 6 contains 55233 members 
Mstep: Class 7 contains 15726 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 9 contains 51552 members 
Mstep: Class 10 contains 143918 members 
Mstep: Class 11 contains 119552 members 
Mstep: Class 12 contains 5645 members 
Mstep: Class 13 contains 2765 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 9809 members 
Mstep: Class 16 contains 17147 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 2397 members 
Mstep: Class 19 contains 3949 members 
Mstep: Class 20 contains 10070 members 
Mstep: Class 21 contains 2617 members 
Mstep: Class 22 contains 8744 members 
Mstep: Class 23 contains 5938 members 
Mstep: Class 24 contains 6766 members 
Entering Unmasked Estep 
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Iteration 113Q: 25 clusters Score -1.573489e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 3998 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 41113 members 
Mstep: Class 6 contains 55231 members 
Mstep: Class 7 contains 15813 members 
Mstep: Class 8 contains 2508 members 
Mstep: Class 9 contains 51376 members 
Mstep: Class 10 contains 143936 members 
Mstep: Class 11 contains 119575 members 
Mstep: Class 12 contains 5653 members 
Mstep: Class 13 contains 2763 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 9833 members 
Mstep: Class 16 contains 17162 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 2399 members 
Mstep: Class 19 contains 3952 members 
Mstep: Class 20 contains 10072 members 
Mstep: Class 21 contains 2616 members 
Mstep: Class 22 contains 8741 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 6763 members 
Entering Unmasked Estep 
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Iteration 114Q: 25 clusters Score -1.573494e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 41120 members 
Mstep: Class 6 contains 55239 members 
Mstep: Class 7 contains 15905 members 
Mstep: Class 8 contains 2508 members 
Mstep: Class 9 contains 51188 members 
Mstep: Class 10 contains 143953 members 
Mstep: Class 11 contains 119595 members 
Mstep: Class 12 contains 5652 members 
Mstep: Class 13 contains 2775 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 9849 members 
Mstep: Class 16 contains 17172 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 10075 members 
Mstep: Class 21 contains 2616 members 
Mstep: Class 22 contains 8740 members 
Mstep: Class 23 contains 5929 members 
Mstep: Class 24 contains 6761 members 
Entering Unmasked Estep 
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Iteration 115Q: 25 clusters Score -1.573498e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 41119 members 
Mstep: Class 6 contains 55248 members 
Mstep: Class 7 contains 16002 members 
Mstep: Class 8 contains 2507 members 
Mstep: Class 9 contains 51008 members 
Mstep: Class 10 contains 143961 members 
Mstep: Class 11 contains 119618 members 
Mstep: Class 12 contains 5647 members 
Mstep: Class 13 contains 2804 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 9866 members 
Mstep: Class 16 contains 17177 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 2405 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 10076 members 
Mstep: Class 21 contains 2615 members 
Mstep: Class 22 contains 8738 members 
Mstep: Class 23 contains 5929 members 
Mstep: Class 24 contains 6759 members 
Entering Unmasked Estep 
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Iteration 116Q: 25 clusters Score -1.5735e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 3991 members 
Mstep: Class 4 contains 491 members 
Mstep: Class 5 contains 41128 members 
Mstep: Class 6 contains 55257 members 
Mstep: Class 7 contains 16111 members 
Mstep: Class 8 contains 2509 members 
Mstep: Class 9 contains 50790 members 
Mstep: Class 10 contains 143980 members 
Mstep: Class 11 contains 119633 members 
Mstep: Class 12 contains 5650 members 
Mstep: Class 13 contains 2840 members 
Mstep: Class 14 contains 5050 members 
Mstep: Class 15 contains 9876 members 
Mstep: Class 16 contains 17183 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 2404 members 
Mstep: Class 19 contains 3955 members 
Mstep: Class 20 contains 10078 members 
Mstep: Class 21 contains 2613 members 
Mstep: Class 22 contains 8738 members 
Mstep: Class 23 contains 5927 members 
Mstep: Class 24 contains 6750 members 
Entering Unmasked Estep 
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Iteration 117Q: 25 clusters Score -1.573498e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 41140 members 
Mstep: Class 6 contains 55253 members 
Mstep: Class 7 contains 16206 members 
Mstep: Class 8 contains 2508 members 
Mstep: Class 9 contains 50559 members 
Mstep: Class 10 contains 144001 members 
Mstep: Class 11 contains 119655 members 
Mstep: Class 12 contains 5661 members 
Mstep: Class 13 contains 2876 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 9891 members 
Mstep: Class 16 contains 17189 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 2612 members 
Mstep: Class 22 contains 8735 members 
Mstep: Class 23 contains 5930 members 
Mstep: Class 24 contains 6750 members 
Entering Unmasked Estep 
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Iteration 118Q: 25 clusters Score -1.573503e+07 nChanged 396
Entering ConstructFrom: 
Score: -15735032.000000 Penalty: 14378.957031
Entering ConstructFrom: 
Trying to split cluster 1 (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: -143854.015625 Penalty: 381.850098
	Iteration 0F: 2 clusters Score -143854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -140812.906250 Penalty: 763.700195
	Iteration 0F: 3 clusters Score -140812.9 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -141982.828125 Penalty: 763.700195
	Iteration 1F: 3 clusters Score -141982.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -142115.500000 Penalty: 763.700195
	Iteration 2F: 3 clusters Score -142115.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -142260.937500 Penalty: 763.700195
	Iteration 3F: 3 clusters Score -142260.9 nChanged 226
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: -142420.078125 Penalty: 763.700195
	Iteration 4F: 3 clusters Score -142420.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -142587.812500 Penalty: 763.700195
	Iteration 5F: 3 clusters Score -142587.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -142760.125000 Penalty: 763.700195
	Iteration 6Q: 3 clusters Score -142760.1 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -142912.796875 Penalty: 763.700195
	Iteration 7Q: 3 clusters Score -142912.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -142998.718750 Penalty: 763.700195
	Iteration 8Q: 3 clusters Score -142998.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -143052.625000 Penalty: 763.700195
	Iteration 9Q: 3 clusters Score -143052.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -143094.437500 Penalty: 763.700195
	Iteration 10Q: 3 clusters Score -143094.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -143126.296875 Penalty: 763.700195
	Iteration 11Q: 3 clusters Score -143126.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -143151.437500 Penalty: 763.700195
	Iteration 12Q: 3 clusters Score -143151.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -143165.750000 Penalty: 763.700195
	Iteration 13Q: 3 clusters Score -143165.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -143179.343750 Penalty: 763.700195
	Iteration 14Q: 3 clusters Score -143179.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -143189.328125 Penalty: 763.700195
	Iteration 15Q: 3 clusters Score -143189.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -143197.468750 Penalty: 763.700195
	Iteration 16Q: 3 clusters Score -143197.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -143201.671875 Penalty: 763.700195
	Iteration 17Q: 3 clusters Score -143201.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -143204.796875 Penalty: 763.700195
	Iteration 18Q: 3 clusters Score -143204.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -143209.578125 Penalty: 763.700195
	Iteration 19Q: 3 clusters Score -143209.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -143216.859375 Penalty: 763.700195
	Iteration 20F: 3 clusters Score -143216.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -143221.453125 Penalty: 763.700195
	Iteration 21Q: 3 clusters Score -143221.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -143224.218750 Penalty: 763.700195
	Iteration 22Q: 3 clusters Score -143224.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -143226.859375 Penalty: 763.700195
	Iteration 23Q: 3 clusters Score -143226.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -143230.781250 Penalty: 763.700195
	Iteration 24Q: 3 clusters Score -143230.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -143233.328125 Penalty: 763.700195
	Iteration 25Q: 3 clusters Score -143233.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -143236.015625 Penalty: 763.700195
	Iteration 26Q: 3 clusters Score -143236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -143239.484375 Penalty: 763.700195
	Iteration 27Q: 3 clusters Score -143239.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -143243.218750 Penalty: 763.700195
	Iteration 28Q: 3 clusters Score -143243.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -143247.859375 Penalty: 763.700195
	Iteration 29Q: 3 clusters Score -143247.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -143251.828125 Penalty: 763.700195
	Iteration 30Q: 3 clusters Score -143251.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -143256.109375 Penalty: 763.700195
	Iteration 31Q: 3 clusters Score -143256.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -143260.265625 Penalty: 763.700195
	Iteration 32Q: 3 clusters Score -143260.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -143263.312500 Penalty: 763.700195
	Iteration 33Q: 3 clusters Score -143263.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -143266.734375 Penalty: 763.700195
	Iteration 34Q: 3 clusters Score -143266.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -143271.187500 Penalty: 763.700195
	Iteration 35Q: 3 clusters Score -143271.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -143276.437500 Penalty: 763.700195
	Iteration 36Q: 3 clusters Score -143276.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -143282.984375 Penalty: 763.700195
	Iteration 37Q: 3 clusters Score -143283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -143290.171875 Penalty: 763.700195
	Iteration 38Q: 3 clusters Score -143290.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -143295.312500 Penalty: 763.700195
	Iteration 39Q: 3 clusters Score -143295.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -143299.828125 Penalty: 763.700195
	Iteration 40F: 3 clusters Score -143299.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -143302.687500 Penalty: 763.700195
	Iteration 41Q: 3 clusters Score -143302.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -143305.906250 Penalty: 763.700195
	Iteration 42Q: 3 clusters Score -143305.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -143310.640625 Penalty: 763.700195
	Iteration 43Q: 3 clusters Score -143310.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -143314.359375 Penalty: 763.700195
	Iteration 44Q: 3 clusters Score -143314.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -143320.046875 Penalty: 763.700195
	Iteration 45Q: 3 clusters Score -143320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -143324.781250 Penalty: 763.700195
	Iteration 46Q: 3 clusters Score -143324.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -143332.015625 Penalty: 763.700195
	Iteration 47Q: 3 clusters Score -143332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -143340.171875 Penalty: 763.700195
	Iteration 48Q: 3 clusters Score -143340.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -143345.968750 Penalty: 763.700195
	Iteration 49Q: 3 clusters Score -143346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -143351.718750 Penalty: 763.700195
	Iteration 50Q: 3 clusters Score -143351.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -143358.109375 Penalty: 763.700195
	Iteration 51Q: 3 clusters Score -143358.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -143364.078125 Penalty: 763.700195
	Iteration 52Q: 3 clusters Score -143364.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -143369.812500 Penalty: 763.700195
	Iteration 53Q: 3 clusters Score -143369.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -143379.671875 Penalty: 763.700195
	Iteration 54Q: 3 clusters Score -143379.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -143387.406250 Penalty: 763.700195
	Iteration 55Q: 3 clusters Score -143387.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -143393.000000 Penalty: 763.700195
	Iteration 56Q: 3 clusters Score -143393 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -143400.484375 Penalty: 763.700195
	Iteration 57Q: 3 clusters Score -143400.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -143403.765625 Penalty: 763.700195
	Iteration 58Q: 3 clusters Score -143403.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -143409.906250 Penalty: 763.700195
	Iteration 59Q: 3 clusters Score -143409.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -143413.734375 Penalty: 763.700195
	Iteration 60F: 3 clusters Score -143413.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -143416.406250 Penalty: 763.700195
	Iteration 61Q: 3 clusters Score -143416.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -143418.515625 Penalty: 763.700195
	Iteration 62Q: 3 clusters Score -143418.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -143420.593750 Penalty: 763.700195
	Iteration 63Q: 3 clusters Score -143420.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -143423.500000 Penalty: 763.700195
	Iteration 64Q: 3 clusters Score -143423.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -143427.156250 Penalty: 763.700195
	Iteration 65Q: 3 clusters Score -143427.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -143431.171875 Penalty: 763.700195
	Iteration 66Q: 3 clusters Score -143431.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -143436.890625 Penalty: 763.700195
	Iteration 67Q: 3 clusters Score -143436.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -143441.750000 Penalty: 763.700195
	Iteration 68Q: 3 clusters Score -143441.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -143450.312500 Penalty: 763.700195
	Iteration 69Q: 3 clusters Score -143450.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -143454.531250 Penalty: 763.700195
	Iteration 70Q: 3 clusters Score -143454.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -143460.875000 Penalty: 763.700195
	Iteration 71Q: 3 clusters Score -143460.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -143470.562500 Penalty: 763.700195
	Iteration 72Q: 3 clusters Score -143470.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -143477.328125 Penalty: 763.700195
	Iteration 73Q: 3 clusters Score -143477.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -143480.875000 Penalty: 763.700195
	Iteration 74Q: 3 clusters Score -143480.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -143484.796875 Penalty: 763.700195
	Iteration 75Q: 3 clusters Score -143484.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -143488.046875 Penalty: 763.700195
	Iteration 76Q: 3 clusters Score -143488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -143493.812500 Penalty: 763.700195
	Iteration 77Q: 3 clusters Score -143493.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -143499.437500 Penalty: 763.700195
	Iteration 78Q: 3 clusters Score -143499.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -143502.015625 Penalty: 763.700195
	Iteration 79Q: 3 clusters Score -143502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -143503.296875 Penalty: 763.700195
	Iteration 80F: 3 clusters Score -143503.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -143503.875000 Penalty: 763.700195
	Iteration 81Q: 3 clusters Score -143503.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -143504.546875 Penalty: 763.700195
	Iteration 82Q: 3 clusters Score -143504.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -143505.656250 Penalty: 763.700195
	Iteration 83Q: 3 clusters Score -143505.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -143507.296875 Penalty: 763.700195
	Iteration 84Q: 3 clusters Score -143507.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -143508.328125 Penalty: 763.700195
	Iteration 85Q: 3 clusters Score -143508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -143508.453125 Penalty: 763.700195
	Iteration 86Q: 3 clusters Score -143508.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -143508.453125 Penalty: 763.700195
	Iteration 87F: 3 clusters Score -143508.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (934 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Entering Unmasked Estep 
Score: -30423.771484 Penalty: 311.196198
	Iteration 0F: 2 clusters Score -30423.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -29669.128906 Penalty: 622.392395
	Iteration 0F: 3 clusters Score -29669.13 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -29878.447266 Penalty: 622.392395
	Iteration 1F: 3 clusters Score -29878.45 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -29916.125000 Penalty: 622.392395
	Iteration 2F: 3 clusters Score -29916.12 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -29940.789062 Penalty: 622.392395
	Iteration 3Q: 3 clusters Score -29940.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -29953.285156 Penalty: 622.392395
	Iteration 4Q: 3 clusters Score -29953.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -29962.962891 Penalty: 622.392395
	Iteration 5Q: 3 clusters Score -29962.96 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -29970.394531 Penalty: 622.392395
	Iteration 6Q: 3 clusters Score -29970.39 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -29981.058594 Penalty: 622.392395
	Iteration 7Q: 3 clusters Score -29981.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -29988.650391 Penalty: 622.392395
	Iteration 8Q: 3 clusters Score -29988.65 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -29993.238281 Penalty: 622.392395
	Iteration 9Q: 3 clusters Score -29993.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -29995.068359 Penalty: 622.392395
	Iteration 10Q: 3 clusters Score -29995.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -29996.552734 Penalty: 622.392395
	Iteration 11Q: 3 clusters Score -29996.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -29998.857422 Penalty: 622.392395
	Iteration 12Q: 3 clusters Score -29998.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -29999.750000 Penalty: 622.392395
	Iteration 13Q: 3 clusters Score -29999.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -30000.326172 Penalty: 622.392395
	Iteration 14Q: 3 clusters Score -30000.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -30000.470703 Penalty: 622.392395
	Iteration 15Q: 3 clusters Score -30000.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -30000.828125 Penalty: 622.392395
	Iteration 16Q: 3 clusters Score -30000.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -30001.560547 Penalty: 622.392395
	Iteration 17Q: 3 clusters Score -30001.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -30002.617188 Penalty: 622.392395
	Iteration 18Q: 3 clusters Score -30002.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -30003.087891 Penalty: 622.392395
	Iteration 19Q: 3 clusters Score -30003.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -30003.267578 Penalty: 622.392395
	Iteration 20F: 3 clusters Score -30003.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -30004.126953 Penalty: 622.392395
	Iteration 21Q: 3 clusters Score -30004.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -30004.853516 Penalty: 622.392395
	Iteration 22Q: 3 clusters Score -30004.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -30005.478516 Penalty: 622.392395
	Iteration 23Q: 3 clusters Score -30005.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -30007.001953 Penalty: 622.392395
	Iteration 24Q: 3 clusters Score -30007 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -30008.650391 Penalty: 622.392395
	Iteration 25Q: 3 clusters Score -30008.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -30010.308594 Penalty: 622.392395
	Iteration 26Q: 3 clusters Score -30010.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -30013.783203 Penalty: 622.392395
	Iteration 27Q: 3 clusters Score -30013.78 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -30021.787109 Penalty: 622.392395
	Iteration 28Q: 3 clusters Score -30021.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -30030.789062 Penalty: 622.392395
	Iteration 29Q: 3 clusters Score -30030.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -30040.898438 Penalty: 622.392395
	Iteration 30Q: 3 clusters Score -30040.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -30047.388672 Penalty: 622.392395
	Iteration 31Q: 3 clusters Score -30047.39 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -30051.656250 Penalty: 622.392395
	Iteration 32Q: 3 clusters Score -30051.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -30054.378906 Penalty: 622.392395
	Iteration 33Q: 3 clusters Score -30054.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -30056.806641 Penalty: 622.392395
	Iteration 34Q: 3 clusters Score -30056.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -30060.652344 Penalty: 622.392395
	Iteration 35Q: 3 clusters Score -30060.65 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -30062.802734 Penalty: 622.392395
	Iteration 36Q: 3 clusters Score -30062.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -30066.226562 Penalty: 622.392395
	Iteration 37Q: 3 clusters Score -30066.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -30068.070312 Penalty: 622.392395
	Iteration 38Q: 3 clusters Score -30068.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -30069.203125 Penalty: 622.392395
	Iteration 39Q: 3 clusters Score -30069.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -30071.574219 Penalty: 622.392395
	Iteration 40F: 3 clusters Score -30071.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -30074.232422 Penalty: 622.392395
	Iteration 41Q: 3 clusters Score -30074.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -30075.886719 Penalty: 622.392395
	Iteration 42Q: 3 clusters Score -30075.89 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -30079.318359 Penalty: 622.392395
	Iteration 43Q: 3 clusters Score -30079.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -30080.927734 Penalty: 622.392395
	Iteration 44Q: 3 clusters Score -30080.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -30083.056641 Penalty: 622.392395
	Iteration 45Q: 3 clusters Score -30083.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -30084.134766 Penalty: 622.392395
	Iteration 46Q: 3 clusters Score -30084.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -30084.986328 Penalty: 622.392395
	Iteration 47Q: 3 clusters Score -30084.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -30086.562500 Penalty: 622.392395
	Iteration 48Q: 3 clusters Score -30086.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -30093.009766 Penalty: 622.392395
	Iteration 49Q: 3 clusters Score -30093.01 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -30099.378906 Penalty: 622.392395
	Iteration 50Q: 3 clusters Score -30099.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -30101.048828 Penalty: 622.392395
	Iteration 51Q: 3 clusters Score -30101.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -30102.023438 Penalty: 622.392395
	Iteration 52Q: 3 clusters Score -30102.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -30102.281250 Penalty: 622.392395
	Iteration 53Q: 3 clusters Score -30102.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -30102.281250 Penalty: 622.392395
	Iteration 54F: 3 clusters Score -30102.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Entering Unmasked Estep 
Score: -117915.968750 Penalty: 377.253967
	Iteration 0F: 2 clusters Score -117916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -115187.898438 Penalty: 754.507935
	Iteration 0F: 3 clusters Score -115187.9 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -116388.109375 Penalty: 754.507935
	Iteration 1F: 3 clusters Score -116388.1 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -116617.453125 Penalty: 754.507935
	Iteration 2F: 3 clusters Score -116617.5 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -116786.554688 Penalty: 754.507935
	Iteration 3F: 3 clusters Score -116786.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -116912.046875 Penalty: 754.507935
	Iteration 4F: 3 clusters Score -116912 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -117001.656250 Penalty: 754.507935
	Iteration 5Q: 3 clusters Score -117001.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -117069.289062 Penalty: 754.507935
	Iteration 6Q: 3 clusters Score -117069.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -117123.039062 Penalty: 754.507935
	Iteration 7Q: 3 clusters Score -117123 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -117153.398438 Penalty: 754.507935
	Iteration 8Q: 3 clusters Score -117153.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -117173.914062 Penalty: 754.507935
	Iteration 9Q: 3 clusters Score -117173.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -117195.539062 Penalty: 754.507935
	Iteration 10Q: 3 clusters Score -117195.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -117223.023438 Penalty: 754.507935
	Iteration 11Q: 3 clusters Score -117223 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -117247.796875 Penalty: 754.507935
	Iteration 12Q: 3 clusters Score -117247.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -117263.414062 Penalty: 754.507935
	Iteration 13Q: 3 clusters Score -117263.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -117269.968750 Penalty: 754.507935
	Iteration 14Q: 3 clusters Score -117270 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -117278.523438 Penalty: 754.507935
	Iteration 15Q: 3 clusters Score -117278.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -117284.718750 Penalty: 754.507935
	Iteration 16Q: 3 clusters Score -117284.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -117289.976562 Penalty: 754.507935
	Iteration 17Q: 3 clusters Score -117290 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -117295.039062 Penalty: 754.507935
	Iteration 18Q: 3 clusters Score -117295 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -117302.453125 Penalty: 754.507935
	Iteration 19Q: 3 clusters Score -117302.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -117309.546875 Penalty: 754.507935
	Iteration 20F: 3 clusters Score -117309.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -117313.835938 Penalty: 754.507935
	Iteration 21Q: 3 clusters Score -117313.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -117319.601562 Penalty: 754.507935
	Iteration 22Q: 3 clusters Score -117319.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -117326.000000 Penalty: 754.507935
	Iteration 23Q: 3 clusters Score -117326 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -117332.265625 Penalty: 754.507935
	Iteration 24Q: 3 clusters Score -117332.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -117339.367188 Penalty: 754.507935
	Iteration 25Q: 3 clusters Score -117339.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -117347.632812 Penalty: 754.507935
	Iteration 26Q: 3 clusters Score -117347.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -117357.656250 Penalty: 754.507935
	Iteration 27Q: 3 clusters Score -117357.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -117366.507812 Penalty: 754.507935
	Iteration 28Q: 3 clusters Score -117366.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -117374.117188 Penalty: 754.507935
	Iteration 29Q: 3 clusters Score -117374.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -117379.218750 Penalty: 754.507935
	Iteration 30Q: 3 clusters Score -117379.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -117391.000000 Penalty: 754.507935
	Iteration 31Q: 3 clusters Score -117391 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -117408.539062 Penalty: 754.507935
	Iteration 32Q: 3 clusters Score -117408.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -117424.687500 Penalty: 754.507935
	Iteration 33Q: 3 clusters Score -117424.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -117442.007812 Penalty: 754.507935
	Iteration 34Q: 3 clusters Score -117442 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -117455.703125 Penalty: 754.507935
	Iteration 35Q: 3 clusters Score -117455.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -117469.062500 Penalty: 754.507935
	Iteration 36Q: 3 clusters Score -117469.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -117480.570312 Penalty: 754.507935
	Iteration 37Q: 3 clusters Score -117480.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -117488.328125 Penalty: 754.507935
	Iteration 38Q: 3 clusters Score -117488.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -117492.437500 Penalty: 754.507935
	Iteration 39Q: 3 clusters Score -117492.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -117494.414062 Penalty: 754.507935
	Iteration 40F: 3 clusters Score -117494.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -117497.195312 Penalty: 754.507935
	Iteration 41Q: 3 clusters Score -117497.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -117501.023438 Penalty: 754.507935
	Iteration 42Q: 3 clusters Score -117501 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -117503.382812 Penalty: 754.507935
	Iteration 43Q: 3 clusters Score -117503.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -117504.523438 Penalty: 754.507935
	Iteration 44Q: 3 clusters Score -117504.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -117505.906250 Penalty: 754.507935
	Iteration 45Q: 3 clusters Score -117505.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -117508.265625 Penalty: 754.507935
	Iteration 46Q: 3 clusters Score -117508.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -117511.257812 Penalty: 754.507935
	Iteration 47Q: 3 clusters Score -117511.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -117512.203125 Penalty: 754.507935
	Iteration 48Q: 3 clusters Score -117512.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -117512.945312 Penalty: 754.507935
	Iteration 49Q: 3 clusters Score -117512.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -117514.421875 Penalty: 754.507935
	Iteration 50Q: 3 clusters Score -117514.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -117516.171875 Penalty: 754.507935
	Iteration 51Q: 3 clusters Score -117516.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -117519.234375 Penalty: 754.507935
	Iteration 52Q: 3 clusters Score -117519.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -117523.031250 Penalty: 754.507935
	Iteration 53Q: 3 clusters Score -117523 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -117524.773438 Penalty: 754.507935
	Iteration 54Q: 3 clusters Score -117524.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -117527.203125 Penalty: 754.507935
	Iteration 55Q: 3 clusters Score -117527.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -117530.109375 Penalty: 754.507935
	Iteration 56Q: 3 clusters Score -117530.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -117531.945312 Penalty: 754.507935
	Iteration 57Q: 3 clusters Score -117531.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -117532.343750 Penalty: 754.507935
	Iteration 58Q: 3 clusters Score -117532.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -117532.445312 Penalty: 754.507935
	Iteration 59Q: 3 clusters Score -117532.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117532.882812 Penalty: 754.507935
	Iteration 60F: 3 clusters Score -117532.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -117533.585938 Penalty: 754.507935
	Iteration 61Q: 3 clusters Score -117533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -117534.234375 Penalty: 754.507935
	Iteration 62Q: 3 clusters Score -117534.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117534.843750 Penalty: 754.507935
	Iteration 63Q: 3 clusters Score -117534.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -117536.406250 Penalty: 754.507935
	Iteration 64Q: 3 clusters Score -117536.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -117538.617188 Penalty: 754.507935
	Iteration 65Q: 3 clusters Score -117538.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -117539.757812 Penalty: 754.507935
	Iteration 66Q: 3 clusters Score -117539.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -117539.875000 Penalty: 754.507935
	Iteration 67Q: 3 clusters Score -117539.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -117540.062500 Penalty: 754.507935
	Iteration 68Q: 3 clusters Score -117540.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -117541.757812 Penalty: 754.507935
	Iteration 69Q: 3 clusters Score -117541.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -117542.671875 Penalty: 754.507935
	Iteration 70Q: 3 clusters Score -117542.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -117544.023438 Penalty: 754.507935
	Iteration 71Q: 3 clusters Score -117544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -117546.234375 Penalty: 754.507935
	Iteration 72Q: 3 clusters Score -117546.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -117548.437500 Penalty: 754.507935
	Iteration 73Q: 3 clusters Score -117548.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -117551.046875 Penalty: 754.507935
	Iteration 74Q: 3 clusters Score -117551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -117553.304688 Penalty: 754.507935
	Iteration 75Q: 3 clusters Score -117553.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -117555.046875 Penalty: 754.507935
	Iteration 76Q: 3 clusters Score -117555 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -117558.617188 Penalty: 754.507935
	Iteration 77Q: 3 clusters Score -117558.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -117561.820312 Penalty: 754.507935
	Iteration 78Q: 3 clusters Score -117561.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -117562.882812 Penalty: 754.507935
	Iteration 79Q: 3 clusters Score -117562.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -117564.023438 Penalty: 754.507935
	Iteration 80F: 3 clusters Score -117564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -117564.570312 Penalty: 754.507935
	Iteration 81Q: 3 clusters Score -117564.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -117565.460938 Penalty: 754.507935
	Iteration 82Q: 3 clusters Score -117565.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -117565.859375 Penalty: 754.507935
	Iteration 83Q: 3 clusters Score -117565.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -117566.625000 Penalty: 754.507935
	Iteration 84Q: 3 clusters Score -117566.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -117567.750000 Penalty: 754.507935
	Iteration 85Q: 3 clusters Score -117567.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -117567.976562 Penalty: 754.507935
	Iteration 86Q: 3 clusters Score -117568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -117569.015625 Penalty: 754.507935
	Iteration 87Q: 3 clusters Score -117569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -117570.289062 Penalty: 754.507935
	Iteration 88Q: 3 clusters Score -117570.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -117571.671875 Penalty: 754.507935
	Iteration 89Q: 3 clusters Score -117571.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -117572.453125 Penalty: 754.507935
	Iteration 90Q: 3 clusters Score -117572.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -117572.875000 Penalty: 754.507935
	Iteration 91Q: 3 clusters Score -117572.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -117573.382812 Penalty: 754.507935
	Iteration 92Q: 3 clusters Score -117573.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -117573.382812 Penalty: 754.507935
	Iteration 93F: 3 clusters Score -117573.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Entering Unmasked Estep 
Score: -12110.124023 Penalty: 281.752472
	Iteration 0F: 2 clusters Score -12110.12 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11635.126953 Penalty: 563.504944
	Iteration 0F: 3 clusters Score -11635.13 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -11821.016602 Penalty: 563.504944
	Iteration 1F: 3 clusters Score -11821.02 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -11870.912109 Penalty: 563.504944
	Iteration 2F: 3 clusters Score -11870.91 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -11904.141602 Penalty: 563.504944
	Iteration 3F: 3 clusters Score -11904.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -11925.705078 Penalty: 563.504944
	Iteration 4Q: 3 clusters Score -11925.71 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -11937.990234 Penalty: 563.504944
	Iteration 5Q: 3 clusters Score -11937.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -11955.603516 Penalty: 563.504944
	Iteration 6Q: 3 clusters Score -11955.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -11963.155273 Penalty: 563.504944
	Iteration 7Q: 3 clusters Score -11963.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -11975.990234 Penalty: 563.504944
	Iteration 8Q: 3 clusters Score -11975.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -11985.586914 Penalty: 563.504944
	Iteration 9Q: 3 clusters Score -11985.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11988.918945 Penalty: 563.504944
	Iteration 10Q: 3 clusters Score -11988.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -11990.640625 Penalty: 563.504944
	Iteration 11Q: 3 clusters Score -11990.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -11991.215820 Penalty: 563.504944
	Iteration 12Q: 3 clusters Score -11991.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11991.485352 Penalty: 563.504944
	Iteration 13Q: 3 clusters Score -11991.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -11991.485352 Penalty: 563.504944
	Iteration 14F: 3 clusters Score -11991.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Entering Unmasked Estep 
Score: -1315620.875000 Penalty: 483.436554
	Iteration 0F: 2 clusters Score -1315621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -1288213.375000 Penalty: 966.873108
	Iteration 0F: 3 clusters Score -1288213 nChanged 19709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -1299402.250000 Penalty: 966.873108
	Iteration 1F: 3 clusters Score -1299402 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -1299962.625000 Penalty: 966.873108
	Iteration 2Q: 3 clusters Score -1299963 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -1300702.750000 Penalty: 966.873108
	Iteration 3Q: 3 clusters Score -1300703 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -1301673.375000 Penalty: 966.873108
	Iteration 4Q: 3 clusters Score -1301673 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -1303003.250000 Penalty: 966.873108
	Iteration 5F: 3 clusters Score -1303003 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -1304710.500000 Penalty: 966.873108
	Iteration 6F: 3 clusters Score -1304710 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -1306559.125000 Penalty: 966.873108
	Iteration 7F: 3 clusters Score -1306559 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -1308002.500000 Penalty: 966.873108
	Iteration 8F: 3 clusters Score -1308002 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -1308652.625000 Penalty: 966.873108
	Iteration 9Q: 3 clusters Score -1308653 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -1308878.750000 Penalty: 966.873108
	Iteration 10Q: 3 clusters Score -1308879 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -1308999.375000 Penalty: 966.873108
	Iteration 11Q: 3 clusters Score -1308999 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -1309090.000000 Penalty: 966.873108
	Iteration 12Q: 3 clusters Score -1309090 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -1309167.000000 Penalty: 966.873108
	Iteration 13Q: 3 clusters Score -1309167 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -1309277.125000 Penalty: 966.873108
	Iteration 14Q: 3 clusters Score -1309277 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -1309387.875000 Penalty: 966.873108
	Iteration 15Q: 3 clusters Score -1309388 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1309519.250000 Penalty: 966.873108
	Iteration 16Q: 3 clusters Score -1309519 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -1309681.250000 Penalty: 966.873108
	Iteration 17Q: 3 clusters Score -1309681 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -1309871.875000 Penalty: 966.873108
	Iteration 18Q: 3 clusters Score -1309872 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27513 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1310089.375000 Penalty: 966.873108
	Iteration 19Q: 3 clusters Score -1310089 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1310325.750000 Penalty: 966.873108
	Iteration 20F: 3 clusters Score -1310326 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -1310612.125000 Penalty: 966.873108
	Iteration 21Q: 3 clusters Score -1310612 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29577 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -1310927.375000 Penalty: 966.873108
	Iteration 22Q: 3 clusters Score -1310927 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1311243.625000 Penalty: 966.873108
	Iteration 23Q: 3 clusters Score -1311244 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1311549.375000 Penalty: 966.873108
	Iteration 24Q: 3 clusters Score -1311549 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31663 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1311843.625000 Penalty: 966.873108
	Iteration 25Q: 3 clusters Score -1311844 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1312132.000000 Penalty: 966.873108
	Iteration 26Q: 3 clusters Score -1312132 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32962 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1312409.375000 Penalty: 966.873108
	Iteration 27Q: 3 clusters Score -1312409 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1312653.750000 Penalty: 966.873108
	Iteration 28Q: 3 clusters Score -1312654 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34107 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1312858.250000 Penalty: 966.873108
	Iteration 29Q: 3 clusters Score -1312858 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1313059.000000 Penalty: 966.873108
	Iteration 30Q: 3 clusters Score -1313059 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1313272.625000 Penalty: 966.873108
	Iteration 31Q: 3 clusters Score -1313273 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35671 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1313515.625000 Penalty: 966.873108
	Iteration 32Q: 3 clusters Score -1313516 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1313780.250000 Penalty: 966.873108
	Iteration 33Q: 3 clusters Score -1313780 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1314053.000000 Penalty: 966.873108
	Iteration 34Q: 3 clusters Score -1314053 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37155 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1314305.125000 Penalty: 966.873108
	Iteration 35Q: 3 clusters Score -1314305 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -1314513.625000 Penalty: 966.873108
	Iteration 36Q: 3 clusters Score -1314514 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -1314702.750000 Penalty: 966.873108
	Iteration 37Q: 3 clusters Score -1314703 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38193 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1314849.625000 Penalty: 966.873108
	Iteration 38Q: 3 clusters Score -1314850 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38480 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1314973.875000 Penalty: 966.873108
	Iteration 39Q: 3 clusters Score -1314974 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1315078.875000 Penalty: 966.873108
	Iteration 40F: 3 clusters Score -1315079 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1315174.750000 Penalty: 966.873108
	Iteration 41Q: 3 clusters Score -1315175 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1315238.000000 Penalty: 966.873108
	Iteration 42Q: 3 clusters Score -1315238 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39259 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -1315283.625000 Penalty: 966.873108
	Iteration 43Q: 3 clusters Score -1315284 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1315307.000000 Penalty: 966.873108
	Iteration 44Q: 3 clusters Score -1315307 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1315334.000000 Penalty: 966.873108
	Iteration 45Q: 3 clusters Score -1315334 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39568 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1315352.875000 Penalty: 966.873108
	Iteration 46Q: 3 clusters Score -1315353 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1315376.625000 Penalty: 966.873108
	Iteration 47Q: 3 clusters Score -1315377 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1315396.125000 Penalty: 966.873108
	Iteration 48Q: 3 clusters Score -1315396 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1315408.375000 Penalty: 966.873108
	Iteration 49Q: 3 clusters Score -1315408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1315412.875000 Penalty: 966.873108
	Iteration 50Q: 3 clusters Score -1315413 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1315421.500000 Penalty: 966.873108
	Iteration 51Q: 3 clusters Score -1315422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1315421.750000 Penalty: 966.873108
	Iteration 52Q: 3 clusters Score -1315422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1315425.000000 Penalty: 966.873108
	Iteration 53Q: 3 clusters Score -1315425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39956 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1315430.250000 Penalty: 966.873108
	Iteration 54Q: 3 clusters Score -1315430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -1315435.750000 Penalty: 966.873108
	Iteration 55Q: 3 clusters Score -1315436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39993 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1315441.250000 Penalty: 966.873108
	Iteration 56Q: 3 clusters Score -1315441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40008 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1315441.375000 Penalty: 966.873108
	Iteration 57Q: 3 clusters Score -1315441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40024 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1315443.000000 Penalty: 966.873108
	Iteration 58Q: 3 clusters Score -1315443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40036 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -1315441.625000 Penalty: 966.873108
	Iteration 59Q: 3 clusters Score -1315442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1315444.625000 Penalty: 966.873108
	Iteration 60F: 3 clusters Score -1315445 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1315446.375000 Penalty: 966.873108
	Iteration 61Q: 3 clusters Score -1315446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1315448.375000 Penalty: 966.873108
	Iteration 62Q: 3 clusters Score -1315448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1315450.500000 Penalty: 966.873108
	Iteration 63Q: 3 clusters Score -1315450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40084 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1315451.250000 Penalty: 966.873108
	Iteration 64Q: 3 clusters Score -1315451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1315450.625000 Penalty: 966.873108
	Iteration 65Q: 3 clusters Score -1315451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1315450.625000 Penalty: 966.873108
	Iteration 66Q: 3 clusters Score -1315451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40092 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1315451.500000 Penalty: 966.873108
	Iteration 67Q: 3 clusters Score -1315452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40093 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1315451.125000 Penalty: 966.873108
	Iteration 68Q: 3 clusters Score -1315451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1315451.625000 Penalty: 966.873108
	Iteration 69Q: 3 clusters Score -1315452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1315451.750000 Penalty: 966.873108
	Iteration 70Q: 3 clusters Score -1315452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1315452.125000 Penalty: 966.873108
	Iteration 71Q: 3 clusters Score -1315452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1315452.250000 Penalty: 966.873108
	Iteration 72Q: 3 clusters Score -1315452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40100 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1315452.250000 Penalty: 966.873108
	Iteration 73F: 3 clusters Score -1315452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55260 members 
Entering Unmasked Estep 
Score: -1698275.875000 Penalty: 496.851105
	Iteration 0F: 2 clusters Score -1698276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27673 members 
Mstep: Class 2 contains 27587 members 
Entering Unmasked Estep 
Score: -1660956.625000 Penalty: 993.702209
	Iteration 0F: 3 clusters Score -1660957 nChanged 26772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -1677860.875000 Penalty: 993.702209
	Iteration 1F: 3 clusters Score -1677861 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -1679606.375000 Penalty: 993.702209
	Iteration 2F: 3 clusters Score -1679606 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -1682139.625000 Penalty: 993.702209
	Iteration 3F: 3 clusters Score -1682140 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37228 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -1685477.250000 Penalty: 993.702209
	Iteration 4F: 3 clusters Score -1685477 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1689124.375000 Penalty: 993.702209
	Iteration 5F: 3 clusters Score -1689124 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1691757.750000 Penalty: 993.702209
	Iteration 6F: 3 clusters Score -1691758 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42404 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1693063.000000 Penalty: 993.702209
	Iteration 7Q: 3 clusters Score -1693063 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43273 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -1693759.625000 Penalty: 993.702209
	Iteration 8Q: 3 clusters Score -1693760 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -1694257.375000 Penalty: 993.702209
	Iteration 9Q: 3 clusters Score -1694257 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44862 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1694690.250000 Penalty: 993.702209
	Iteration 10Q: 3 clusters Score -1694690 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1695004.750000 Penalty: 993.702209
	Iteration 11Q: 3 clusters Score -1695005 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46170 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1695256.125000 Penalty: 993.702209
	Iteration 12Q: 3 clusters Score -1695256 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1695502.375000 Penalty: 993.702209
	Iteration 13Q: 3 clusters Score -1695502 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47378 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -1695712.375000 Penalty: 993.702209
	Iteration 14Q: 3 clusters Score -1695712 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47912 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -1695907.000000 Penalty: 993.702209
	Iteration 15Q: 3 clusters Score -1695907 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1696076.375000 Penalty: 993.702209
	Iteration 16Q: 3 clusters Score -1696076 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48847 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1696233.625000 Penalty: 993.702209
	Iteration 17Q: 3 clusters Score -1696234 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49285 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1696397.625000 Penalty: 993.702209
	Iteration 18Q: 3 clusters Score -1696398 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -1696579.750000 Penalty: 993.702209
	Iteration 19Q: 3 clusters Score -1696580 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50107 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1696782.625000 Penalty: 993.702209
	Iteration 20F: 3 clusters Score -1696783 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1696975.125000 Penalty: 993.702209
	Iteration 21Q: 3 clusters Score -1696975 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50857 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1697200.375000 Penalty: 993.702209
	Iteration 22Q: 3 clusters Score -1697200 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1697381.375000 Penalty: 993.702209
	Iteration 23Q: 3 clusters Score -1697381 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1697478.875000 Penalty: 993.702209
	Iteration 24Q: 3 clusters Score -1697479 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1697557.500000 Penalty: 993.702209
	Iteration 25Q: 3 clusters Score -1697558 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51866 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1697615.250000 Penalty: 993.702209
	Iteration 26Q: 3 clusters Score -1697615 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -1697665.625000 Penalty: 993.702209
	Iteration 27Q: 3 clusters Score -1697666 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52219 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1697712.875000 Penalty: 993.702209
	Iteration 28Q: 3 clusters Score -1697713 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1697741.625000 Penalty: 993.702209
	Iteration 29Q: 3 clusters Score -1697742 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52523 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1697778.750000 Penalty: 993.702209
	Iteration 30Q: 3 clusters Score -1697779 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52657 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1697796.000000 Penalty: 993.702209
	Iteration 31Q: 3 clusters Score -1697796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52765 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1697823.500000 Penalty: 993.702209
	Iteration 32Q: 3 clusters Score -1697824 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52882 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1697844.750000 Penalty: 993.702209
	Iteration 33Q: 3 clusters Score -1697845 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53003 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -1697866.875000 Penalty: 993.702209
	Iteration 34Q: 3 clusters Score -1697867 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1697888.625000 Penalty: 993.702209
	Iteration 35Q: 3 clusters Score -1697889 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53209 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1697910.250000 Penalty: 993.702209
	Iteration 36Q: 3 clusters Score -1697910 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53298 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1697929.750000 Penalty: 993.702209
	Iteration 37Q: 3 clusters Score -1697930 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53382 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1697948.375000 Penalty: 993.702209
	Iteration 38Q: 3 clusters Score -1697948 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1697960.250000 Penalty: 993.702209
	Iteration 39Q: 3 clusters Score -1697960 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53518 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1697972.875000 Penalty: 993.702209
	Iteration 40F: 3 clusters Score -1697973 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53569 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1697979.375000 Penalty: 993.702209
	Iteration 41Q: 3 clusters Score -1697979 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1697986.250000 Penalty: 993.702209
	Iteration 42Q: 3 clusters Score -1697986 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1697991.250000 Penalty: 993.702209
	Iteration 43Q: 3 clusters Score -1697991 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1697997.000000 Penalty: 993.702209
	Iteration 44Q: 3 clusters Score -1697997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53726 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1698001.375000 Penalty: 993.702209
	Iteration 45Q: 3 clusters Score -1698001 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53761 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1698003.750000 Penalty: 993.702209
	Iteration 46Q: 3 clusters Score -1698004 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1698007.000000 Penalty: 993.702209
	Iteration 47Q: 3 clusters Score -1698007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53814 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1698012.875000 Penalty: 993.702209
	Iteration 48Q: 3 clusters Score -1698013 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1698016.875000 Penalty: 993.702209
	Iteration 49Q: 3 clusters Score -1698017 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1698017.500000 Penalty: 993.702209
	Iteration 50Q: 3 clusters Score -1698018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1698019.500000 Penalty: 993.702209
	Iteration 51Q: 3 clusters Score -1698020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53894 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1698025.625000 Penalty: 993.702209
	Iteration 52Q: 3 clusters Score -1698026 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53914 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1698032.000000 Penalty: 993.702209
	Iteration 53Q: 3 clusters Score -1698032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1698036.750000 Penalty: 993.702209
	Iteration 54Q: 3 clusters Score -1698037 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53965 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1698040.000000 Penalty: 993.702209
	Iteration 55Q: 3 clusters Score -1698040 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53989 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1698041.375000 Penalty: 993.702209
	Iteration 56Q: 3 clusters Score -1698041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54010 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1698047.000000 Penalty: 993.702209
	Iteration 57Q: 3 clusters Score -1698047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1698046.375000 Penalty: 993.702209
	Iteration 58Q: 3 clusters Score -1698046 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54041 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1698045.750000 Penalty: 993.702209
	Iteration 59Q: 3 clusters Score -1698046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1698047.500000 Penalty: 993.702209
	Iteration 60F: 3 clusters Score -1698048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1698045.250000 Penalty: 993.702209
	Iteration 61Q: 3 clusters Score -1698045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54067 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1698045.500000 Penalty: 993.702209
	Iteration 62Q: 3 clusters Score -1698046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54069 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1698045.000000 Penalty: 993.702209
	Iteration 63Q: 3 clusters Score -1698045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54073 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1698045.500000 Penalty: 993.702209
	Iteration 64Q: 3 clusters Score -1698046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54077 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1698044.875000 Penalty: 993.702209
	Iteration 65Q: 3 clusters Score -1698045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1698045.750000 Penalty: 993.702209
	Iteration 66Q: 3 clusters Score -1698046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54078 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -1698045.750000 Penalty: 993.702209
	Iteration 67F: 3 clusters Score -1698046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (16298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Entering Unmasked Estep 
Score: -558285.750000 Penalty: 441.295288
	Iteration 0F: 2 clusters Score -558285.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -547494.312500 Penalty: 882.590576
	Iteration 0F: 3 clusters Score -547494.3 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -552346.812500 Penalty: 882.590576
	Iteration 1F: 3 clusters Score -552346.8 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -552950.187500 Penalty: 882.590576
	Iteration 2F: 3 clusters Score -552950.2 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -553620.625000 Penalty: 882.590576
	Iteration 3F: 3 clusters Score -553620.6 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -554377.437500 Penalty: 882.590576
	Iteration 4F: 3 clusters Score -554377.4 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -555275.937500 Penalty: 882.590576
	Iteration 5F: 3 clusters Score -555275.9 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -555948.500000 Penalty: 882.590576
	Iteration 6F: 3 clusters Score -555948.5 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -556238.250000 Penalty: 882.590576
	Iteration 7Q: 3 clusters Score -556238.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -556338.562500 Penalty: 882.590576
	Iteration 8Q: 3 clusters Score -556338.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -556408.250000 Penalty: 882.590576
	Iteration 9Q: 3 clusters Score -556408.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -556471.312500 Penalty: 882.590576
	Iteration 10Q: 3 clusters Score -556471.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -556526.812500 Penalty: 882.590576
	Iteration 11Q: 3 clusters Score -556526.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -556581.125000 Penalty: 882.590576
	Iteration 12Q: 3 clusters Score -556581.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -556626.187500 Penalty: 882.590576
	Iteration 13Q: 3 clusters Score -556626.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -556671.250000 Penalty: 882.590576
	Iteration 14Q: 3 clusters Score -556671.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -556699.437500 Penalty: 882.590576
	Iteration 15Q: 3 clusters Score -556699.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -556723.375000 Penalty: 882.590576
	Iteration 16Q: 3 clusters Score -556723.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -556745.437500 Penalty: 882.590576
	Iteration 17Q: 3 clusters Score -556745.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -556776.687500 Penalty: 882.590576
	Iteration 18Q: 3 clusters Score -556776.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -556796.500000 Penalty: 882.590576
	Iteration 19Q: 3 clusters Score -556796.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -556816.812500 Penalty: 882.590576
	Iteration 20F: 3 clusters Score -556816.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -556839.187500 Penalty: 882.590576
	Iteration 21Q: 3 clusters Score -556839.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -556859.812500 Penalty: 882.590576
	Iteration 22Q: 3 clusters Score -556859.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -556878.875000 Penalty: 882.590576
	Iteration 23Q: 3 clusters Score -556878.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -556895.562500 Penalty: 882.590576
	Iteration 24Q: 3 clusters Score -556895.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -556908.062500 Penalty: 882.590576
	Iteration 25Q: 3 clusters Score -556908.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -556921.500000 Penalty: 882.590576
	Iteration 26Q: 3 clusters Score -556921.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -556931.062500 Penalty: 882.590576
	Iteration 27Q: 3 clusters Score -556931.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -556943.062500 Penalty: 882.590576
	Iteration 28Q: 3 clusters Score -556943.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -556955.062500 Penalty: 882.590576
	Iteration 29Q: 3 clusters Score -556955.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -556963.500000 Penalty: 882.590576
	Iteration 30Q: 3 clusters Score -556963.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -556977.375000 Penalty: 882.590576
	Iteration 31Q: 3 clusters Score -556977.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -556996.375000 Penalty: 882.590576
	Iteration 32Q: 3 clusters Score -556996.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -557014.500000 Penalty: 882.590576
	Iteration 33Q: 3 clusters Score -557014.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -557029.625000 Penalty: 882.590576
	Iteration 34Q: 3 clusters Score -557029.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -557043.562500 Penalty: 882.590576
	Iteration 35Q: 3 clusters Score -557043.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12433 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -557057.062500 Penalty: 882.590576
	Iteration 36Q: 3 clusters Score -557057.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -557067.937500 Penalty: 882.590576
	Iteration 37Q: 3 clusters Score -557067.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -557079.687500 Penalty: 882.590576
	Iteration 38Q: 3 clusters Score -557079.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -557094.812500 Penalty: 882.590576
	Iteration 39Q: 3 clusters Score -557094.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -557116.062500 Penalty: 882.590576
	Iteration 40F: 3 clusters Score -557116.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -557134.875000 Penalty: 882.590576
	Iteration 41Q: 3 clusters Score -557134.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -557166.250000 Penalty: 882.590576
	Iteration 42Q: 3 clusters Score -557166.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -557197.062500 Penalty: 882.590576
	Iteration 43Q: 3 clusters Score -557197.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -557222.937500 Penalty: 882.590576
	Iteration 44Q: 3 clusters Score -557222.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -557250.375000 Penalty: 882.590576
	Iteration 45Q: 3 clusters Score -557250.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -557278.500000 Penalty: 882.590576
	Iteration 46Q: 3 clusters Score -557278.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -557312.562500 Penalty: 882.590576
	Iteration 47Q: 3 clusters Score -557312.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -557352.312500 Penalty: 882.590576
	Iteration 48Q: 3 clusters Score -557352.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -557376.000000 Penalty: 882.590576
	Iteration 49Q: 3 clusters Score -557376 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -557399.375000 Penalty: 882.590576
	Iteration 50Q: 3 clusters Score -557399.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -557419.625000 Penalty: 882.590576
	Iteration 51Q: 3 clusters Score -557419.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -557448.187500 Penalty: 882.590576
	Iteration 52Q: 3 clusters Score -557448.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -557476.812500 Penalty: 882.590576
	Iteration 53Q: 3 clusters Score -557476.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -557505.437500 Penalty: 882.590576
	Iteration 54Q: 3 clusters Score -557505.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -557532.187500 Penalty: 882.590576
	Iteration 55Q: 3 clusters Score -557532.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -557557.000000 Penalty: 882.590576
	Iteration 56Q: 3 clusters Score -557557 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -557580.500000 Penalty: 882.590576
	Iteration 57Q: 3 clusters Score -557580.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -557598.250000 Penalty: 882.590576
	Iteration 58Q: 3 clusters Score -557598.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -557615.812500 Penalty: 882.590576
	Iteration 59Q: 3 clusters Score -557615.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -557627.312500 Penalty: 882.590576
	Iteration 60F: 3 clusters Score -557627.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -557640.187500 Penalty: 882.590576
	Iteration 61Q: 3 clusters Score -557640.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -557652.750000 Penalty: 882.590576
	Iteration 62Q: 3 clusters Score -557652.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -557668.437500 Penalty: 882.590576
	Iteration 63Q: 3 clusters Score -557668.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -557683.250000 Penalty: 882.590576
	Iteration 64Q: 3 clusters Score -557683.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -557698.125000 Penalty: 882.590576
	Iteration 65Q: 3 clusters Score -557698.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -557710.625000 Penalty: 882.590576
	Iteration 66Q: 3 clusters Score -557710.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -557723.500000 Penalty: 882.590576
	Iteration 67Q: 3 clusters Score -557723.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -557736.375000 Penalty: 882.590576
	Iteration 68Q: 3 clusters Score -557736.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -557749.125000 Penalty: 882.590576
	Iteration 69Q: 3 clusters Score -557749.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -557758.125000 Penalty: 882.590576
	Iteration 70Q: 3 clusters Score -557758.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -557770.187500 Penalty: 882.590576
	Iteration 71Q: 3 clusters Score -557770.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -557786.250000 Penalty: 882.590576
	Iteration 72Q: 3 clusters Score -557786.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15516 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -557800.437500 Penalty: 882.590576
	Iteration 73Q: 3 clusters Score -557800.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -557810.875000 Penalty: 882.590576
	Iteration 74Q: 3 clusters Score -557810.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -557818.687500 Penalty: 882.590576
	Iteration 75Q: 3 clusters Score -557818.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -557823.562500 Penalty: 882.590576
	Iteration 76Q: 3 clusters Score -557823.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15614 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -557823.500000 Penalty: 882.590576
	Iteration 77Q: 3 clusters Score -557823.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -557826.562500 Penalty: 882.590576
	Iteration 78Q: 3 clusters Score -557826.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -557829.937500 Penalty: 882.590576
	Iteration 79Q: 3 clusters Score -557829.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -557830.875000 Penalty: 882.590576
	Iteration 80F: 3 clusters Score -557830.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -557832.687500 Penalty: 882.590576
	Iteration 81Q: 3 clusters Score -557832.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -557836.562500 Penalty: 882.590576
	Iteration 82Q: 3 clusters Score -557836.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -557837.687500 Penalty: 882.590576
	Iteration 83Q: 3 clusters Score -557837.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -557839.312500 Penalty: 882.590576
	Iteration 84Q: 3 clusters Score -557839.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -557841.562500 Penalty: 882.590576
	Iteration 85Q: 3 clusters Score -557841.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15712 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -557845.937500 Penalty: 882.590576
	Iteration 86Q: 3 clusters Score -557845.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -557848.812500 Penalty: 882.590576
	Iteration 87Q: 3 clusters Score -557848.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -557851.000000 Penalty: 882.590576
	Iteration 88Q: 3 clusters Score -557851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15744 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -557853.062500 Penalty: 882.590576
	Iteration 89Q: 3 clusters Score -557853.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -557855.062500 Penalty: 882.590576
	Iteration 90Q: 3 clusters Score -557855.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -557860.937500 Penalty: 882.590576
	Iteration 91Q: 3 clusters Score -557860.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -557863.125000 Penalty: 882.590576
	Iteration 92Q: 3 clusters Score -557863.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -557866.812500 Penalty: 882.590576
	Iteration 93Q: 3 clusters Score -557866.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -557869.500000 Penalty: 882.590576
	Iteration 94Q: 3 clusters Score -557869.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -557871.750000 Penalty: 882.590576
	Iteration 95Q: 3 clusters Score -557871.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -557876.875000 Penalty: 882.590576
	Iteration 96Q: 3 clusters Score -557876.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -557879.500000 Penalty: 882.590576
	Iteration 97Q: 3 clusters Score -557879.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -557883.375000 Penalty: 882.590576
	Iteration 98Q: 3 clusters Score -557883.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -557886.000000 Penalty: 882.590576
	Iteration 99Q: 3 clusters Score -557886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -557888.625000 Penalty: 882.590576
	Iteration 100F: 3 clusters Score -557888.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -557891.312500 Penalty: 882.590576
	Iteration 101Q: 3 clusters Score -557891.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -557895.375000 Penalty: 882.590576
	Iteration 102Q: 3 clusters Score -557895.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15915 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -557900.125000 Penalty: 882.590576
	Iteration 103Q: 3 clusters Score -557900.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -557902.812500 Penalty: 882.590576
	Iteration 104Q: 3 clusters Score -557902.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -557906.937500 Penalty: 882.590576
	Iteration 105Q: 3 clusters Score -557906.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -557909.000000 Penalty: 882.590576
	Iteration 106Q: 3 clusters Score -557909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -557910.812500 Penalty: 882.590576
	Iteration 107Q: 3 clusters Score -557910.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -557911.875000 Penalty: 882.590576
	Iteration 108Q: 3 clusters Score -557911.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -557914.937500 Penalty: 882.590576
	Iteration 109Q: 3 clusters Score -557914.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -557918.562500 Penalty: 882.590576
	Iteration 110Q: 3 clusters Score -557918.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -557919.937500 Penalty: 882.590576
	Iteration 111Q: 3 clusters Score -557919.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -557920.125000 Penalty: 882.590576
	Iteration 112Q: 3 clusters Score -557920.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -557921.000000 Penalty: 882.590576
	Iteration 113Q: 3 clusters Score -557921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -557923.562500 Penalty: 882.590576
	Iteration 114Q: 3 clusters Score -557923.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -557926.437500 Penalty: 882.590576
	Iteration 115Q: 3 clusters Score -557926.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -557928.250000 Penalty: 882.590576
	Iteration 116Q: 3 clusters Score -557928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -557930.812500 Penalty: 882.590576
	Iteration 117Q: 3 clusters Score -557930.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -557931.750000 Penalty: 882.590576
	Iteration 118Q: 3 clusters Score -557931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -557933.375000 Penalty: 882.590576
	Iteration 119Q: 3 clusters Score -557933.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -557934.312500 Penalty: 882.590576
	Iteration 120F: 3 clusters Score -557934.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -557935.625000 Penalty: 882.590576
	Iteration 121Q: 3 clusters Score -557935.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -557937.062500 Penalty: 882.590576
	Iteration 122Q: 3 clusters Score -557937.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -557937.375000 Penalty: 882.590576
	Iteration 123Q: 3 clusters Score -557937.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -557937.375000 Penalty: 882.590576
	Iteration 124F: 3 clusters Score -557937.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Entering Unmasked Estep 
Score: -75563.851562 Penalty: 356.103180
	Iteration 0F: 2 clusters Score -75563.85 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -73786.734375 Penalty: 712.206360
	Iteration 0F: 3 clusters Score -73786.73 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -74444.882812 Penalty: 712.206360
	Iteration 1F: 3 clusters Score -74444.88 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -74590.304688 Penalty: 712.206360
	Iteration 2F: 3 clusters Score -74590.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -74725.765625 Penalty: 712.206360
	Iteration 3F: 3 clusters Score -74725.77 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -74877.031250 Penalty: 712.206360
	Iteration 4F: 3 clusters Score -74877.03 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -75001.851562 Penalty: 712.206360
	Iteration 5F: 3 clusters Score -75001.85 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -75106.289062 Penalty: 712.206360
	Iteration 6F: 3 clusters Score -75106.29 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -75175.390625 Penalty: 712.206360
	Iteration 7Q: 3 clusters Score -75175.39 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -75216.882812 Penalty: 712.206360
	Iteration 8Q: 3 clusters Score -75216.88 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -75249.031250 Penalty: 712.206360
	Iteration 9Q: 3 clusters Score -75249.03 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -75271.796875 Penalty: 712.206360
	Iteration 10Q: 3 clusters Score -75271.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -75285.390625 Penalty: 712.206360
	Iteration 11Q: 3 clusters Score -75285.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -75293.078125 Penalty: 712.206360
	Iteration 12Q: 3 clusters Score -75293.08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -75297.976562 Penalty: 712.206360
	Iteration 13Q: 3 clusters Score -75297.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -75300.718750 Penalty: 712.206360
	Iteration 14Q: 3 clusters Score -75300.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -75303.578125 Penalty: 712.206360
	Iteration 15Q: 3 clusters Score -75303.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -75305.671875 Penalty: 712.206360
	Iteration 16Q: 3 clusters Score -75305.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -75307.203125 Penalty: 712.206360
	Iteration 17Q: 3 clusters Score -75307.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -75307.851562 Penalty: 712.206360
	Iteration 18Q: 3 clusters Score -75307.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -75308.281250 Penalty: 712.206360
	Iteration 19Q: 3 clusters Score -75308.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -75309.000000 Penalty: 712.206360
	Iteration 20F: 3 clusters Score -75309 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -75309.937500 Penalty: 712.206360
	Iteration 21Q: 3 clusters Score -75309.94 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -75311.039062 Penalty: 712.206360
	Iteration 22Q: 3 clusters Score -75311.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -75313.335938 Penalty: 712.206360
	Iteration 23Q: 3 clusters Score -75313.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -75317.609375 Penalty: 712.206360
	Iteration 24Q: 3 clusters Score -75317.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -75321.734375 Penalty: 712.206360
	Iteration 25Q: 3 clusters Score -75321.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -75325.062500 Penalty: 712.206360
	Iteration 26Q: 3 clusters Score -75325.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -75326.554688 Penalty: 712.206360
	Iteration 27Q: 3 clusters Score -75326.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -75327.539062 Penalty: 712.206360
	Iteration 28Q: 3 clusters Score -75327.54 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -75328.773438 Penalty: 712.206360
	Iteration 29Q: 3 clusters Score -75328.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -75330.351562 Penalty: 712.206360
	Iteration 30Q: 3 clusters Score -75330.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -75332.414062 Penalty: 712.206360
	Iteration 31Q: 3 clusters Score -75332.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -75333.867188 Penalty: 712.206360
	Iteration 32Q: 3 clusters Score -75333.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -75334.367188 Penalty: 712.206360
	Iteration 33Q: 3 clusters Score -75334.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -75335.093750 Penalty: 712.206360
	Iteration 34Q: 3 clusters Score -75335.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -75336.093750 Penalty: 712.206360
	Iteration 35Q: 3 clusters Score -75336.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -75337.085938 Penalty: 712.206360
	Iteration 36Q: 3 clusters Score -75337.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -75338.359375 Penalty: 712.206360
	Iteration 37Q: 3 clusters Score -75338.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -75339.476562 Penalty: 712.206360
	Iteration 38Q: 3 clusters Score -75339.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -75340.585938 Penalty: 712.206360
	Iteration 39Q: 3 clusters Score -75340.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -75342.007812 Penalty: 712.206360
	Iteration 40F: 3 clusters Score -75342.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -75343.820312 Penalty: 712.206360
	Iteration 41Q: 3 clusters Score -75343.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -75345.031250 Penalty: 712.206360
	Iteration 42Q: 3 clusters Score -75345.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -75346.625000 Penalty: 712.206360
	Iteration 43Q: 3 clusters Score -75346.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -75347.882812 Penalty: 712.206360
	Iteration 44Q: 3 clusters Score -75347.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -75348.718750 Penalty: 712.206360
	Iteration 45Q: 3 clusters Score -75348.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -75349.671875 Penalty: 712.206360
	Iteration 46Q: 3 clusters Score -75349.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -75351.218750 Penalty: 712.206360
	Iteration 47Q: 3 clusters Score -75351.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -75352.007812 Penalty: 712.206360
	Iteration 48Q: 3 clusters Score -75352.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -75353.015625 Penalty: 712.206360
	Iteration 49Q: 3 clusters Score -75353.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -75354.054688 Penalty: 712.206360
	Iteration 50Q: 3 clusters Score -75354.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -75354.367188 Penalty: 712.206360
	Iteration 51Q: 3 clusters Score -75354.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -75354.804688 Penalty: 712.206360
	Iteration 52Q: 3 clusters Score -75354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -75355.390625 Penalty: 712.206360
	Iteration 53Q: 3 clusters Score -75355.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -75355.992188 Penalty: 712.206360
	Iteration 54Q: 3 clusters Score -75355.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -75356.375000 Penalty: 712.206360
	Iteration 55Q: 3 clusters Score -75356.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -75356.312500 Penalty: 712.206360
	Iteration 56Q: 3 clusters Score -75356.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -75356.453125 Penalty: 712.206360
	Iteration 57Q: 3 clusters Score -75356.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -75356.453125 Penalty: 712.206360
	Iteration 58F: 3 clusters Score -75356.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (50358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50358 members 
Entering Unmasked Estep 
Score: -1560594.250000 Penalty: 492.624542
	Iteration 0F: 2 clusters Score -1560594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -1526785.625000 Penalty: 985.249084
	Iteration 0F: 3 clusters Score -1526786 nChanged 24475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -1541469.875000 Penalty: 985.249084
	Iteration 1F: 3 clusters Score -1541470 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -1542277.375000 Penalty: 985.249084
	Iteration 2Q: 3 clusters Score -1542277 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 25316 members 
Entering Unmasked Estep 
Score: -1543630.875000 Penalty: 985.249084
	Iteration 3F: 3 clusters Score -1543631 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -1545674.375000 Penalty: 985.249084
	Iteration 4F: 3 clusters Score -1545674 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 26222 members 
Entering Unmasked Estep 
Score: -1548091.000000 Penalty: 985.249084
	Iteration 5F: 3 clusters Score -1548091 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 26671 members 
Entering Unmasked Estep 
Score: -1550537.000000 Penalty: 985.249084
	Iteration 6F: 3 clusters Score -1550537 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -1552476.500000 Penalty: 985.249084
	Iteration 7F: 3 clusters Score -1552476 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -1553643.250000 Penalty: 985.249084
	Iteration 8Q: 3 clusters Score -1553643 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -1554181.000000 Penalty: 985.249084
	Iteration 9Q: 3 clusters Score -1554181 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -1554478.750000 Penalty: 985.249084
	Iteration 10Q: 3 clusters Score -1554479 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 28474 members 
Entering Unmasked Estep 
Score: -1554720.625000 Penalty: 985.249084
	Iteration 11Q: 3 clusters Score -1554721 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -1554928.250000 Penalty: 985.249084
	Iteration 12Q: 3 clusters Score -1554928 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -1555106.000000 Penalty: 985.249084
	Iteration 13Q: 3 clusters Score -1555106 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -1555283.000000 Penalty: 985.249084
	Iteration 14Q: 3 clusters Score -1555283 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -1555416.250000 Penalty: 985.249084
	Iteration 15Q: 3 clusters Score -1555416 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -1555549.500000 Penalty: 985.249084
	Iteration 16Q: 3 clusters Score -1555550 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 31053 members 
Entering Unmasked Estep 
Score: -1555668.000000 Penalty: 985.249084
	Iteration 17Q: 3 clusters Score -1555668 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 31478 members 
Entering Unmasked Estep 
Score: -1555763.250000 Penalty: 985.249084
	Iteration 18Q: 3 clusters Score -1555763 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -1555832.000000 Penalty: 985.249084
	Iteration 19Q: 3 clusters Score -1555832 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -1555906.500000 Penalty: 985.249084
	Iteration 20F: 3 clusters Score -1555906 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 32689 members 
Entering Unmasked Estep 
Score: -1555967.750000 Penalty: 985.249084
	Iteration 21Q: 3 clusters Score -1555968 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -1556022.000000 Penalty: 985.249084
	Iteration 22Q: 3 clusters Score -1556022 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 33441 members 
Entering Unmasked Estep 
Score: -1556085.375000 Penalty: 985.249084
	Iteration 23Q: 3 clusters Score -1556085 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -1556136.125000 Penalty: 985.249084
	Iteration 24Q: 3 clusters Score -1556136 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -1556187.000000 Penalty: 985.249084
	Iteration 25Q: 3 clusters Score -1556187 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 34531 members 
Entering Unmasked Estep 
Score: -1556234.500000 Penalty: 985.249084
	Iteration 26Q: 3 clusters Score -1556234 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -1556281.875000 Penalty: 985.249084
	Iteration 27Q: 3 clusters Score -1556282 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 35275 members 
Entering Unmasked Estep 
Score: -1556344.500000 Penalty: 985.249084
	Iteration 28Q: 3 clusters Score -1556344 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -1556432.125000 Penalty: 985.249084
	Iteration 29Q: 3 clusters Score -1556432 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -1556494.750000 Penalty: 985.249084
	Iteration 30Q: 3 clusters Score -1556495 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 36581 members 
Entering Unmasked Estep 
Score: -1556567.500000 Penalty: 985.249084
	Iteration 31Q: 3 clusters Score -1556568 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -1556662.875000 Penalty: 985.249084
	Iteration 32Q: 3 clusters Score -1556663 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -1556754.500000 Penalty: 985.249084
	Iteration 33Q: 3 clusters Score -1556754 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -1556828.375000 Penalty: 985.249084
	Iteration 34Q: 3 clusters Score -1556828 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
Score: -1556912.500000 Penalty: 985.249084
	Iteration 35Q: 3 clusters Score -1556912 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 38798 members 
Entering Unmasked Estep 
Score: -1556981.125000 Penalty: 985.249084
	Iteration 36Q: 3 clusters Score -1556981 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -1557066.750000 Penalty: 985.249084
	Iteration 37Q: 3 clusters Score -1557067 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -1557139.125000 Penalty: 985.249084
	Iteration 38Q: 3 clusters Score -1557139 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 40023 members 
Entering Unmasked Estep 
Score: -1557218.000000 Penalty: 985.249084
	Iteration 39Q: 3 clusters Score -1557218 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 40429 members 
Entering Unmasked Estep 
Score: -1557299.250000 Penalty: 985.249084
	Iteration 40F: 3 clusters Score -1557299 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 40819 members 
Entering Unmasked Estep 
Score: -1557364.500000 Penalty: 985.249084
	Iteration 41Q: 3 clusters Score -1557364 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 41212 members 
Entering Unmasked Estep 
Score: -1557442.875000 Penalty: 985.249084
	Iteration 42Q: 3 clusters Score -1557443 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 41588 members 
Entering Unmasked Estep 
Score: -1557515.125000 Penalty: 985.249084
	Iteration 43Q: 3 clusters Score -1557515 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 41976 members 
Entering Unmasked Estep 
Score: -1557605.250000 Penalty: 985.249084
	Iteration 44Q: 3 clusters Score -1557605 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 42398 members 
Entering Unmasked Estep 
Score: -1557702.375000 Penalty: 985.249084
	Iteration 45Q: 3 clusters Score -1557702 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 42824 members 
Entering Unmasked Estep 
Score: -1557799.625000 Penalty: 985.249084
	Iteration 46Q: 3 clusters Score -1557800 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 43259 members 
Entering Unmasked Estep 
Score: -1557915.250000 Penalty: 985.249084
	Iteration 47Q: 3 clusters Score -1557915 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -1558039.375000 Penalty: 985.249084
	Iteration 48Q: 3 clusters Score -1558039 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -1558180.250000 Penalty: 985.249084
	Iteration 49Q: 3 clusters Score -1558180 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -1558312.000000 Penalty: 985.249084
	Iteration 50Q: 3 clusters Score -1558312 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -1558471.875000 Penalty: 985.249084
	Iteration 51Q: 3 clusters Score -1558472 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 45534 members 
Entering Unmasked Estep 
Score: -1558621.750000 Penalty: 985.249084
	Iteration 52Q: 3 clusters Score -1558622 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 45964 members 
Entering Unmasked Estep 
Score: -1558776.375000 Penalty: 985.249084
	Iteration 53Q: 3 clusters Score -1558776 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 46364 members 
Entering Unmasked Estep 
Score: -1558909.125000 Penalty: 985.249084
	Iteration 54Q: 3 clusters Score -1558909 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 46740 members 
Entering Unmasked Estep 
Score: -1559041.375000 Penalty: 985.249084
	Iteration 55Q: 3 clusters Score -1559041 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 47087 members 
Entering Unmasked Estep 
Score: -1559176.000000 Penalty: 985.249084
	Iteration 56Q: 3 clusters Score -1559176 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -1559311.250000 Penalty: 985.249084
	Iteration 57Q: 3 clusters Score -1559311 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 47781 members 
Entering Unmasked Estep 
Score: -1559476.250000 Penalty: 985.249084
	Iteration 58Q: 3 clusters Score -1559476 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 48109 members 
Entering Unmasked Estep 
Score: -1559611.375000 Penalty: 985.249084
	Iteration 59Q: 3 clusters Score -1559611 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 48367 members 
Entering Unmasked Estep 
Score: -1559714.500000 Penalty: 985.249084
	Iteration 60F: 3 clusters Score -1559714 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 48577 members 
Entering Unmasked Estep 
Score: -1559794.625000 Penalty: 985.249084
	Iteration 61Q: 3 clusters Score -1559795 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 48750 members 
Entering Unmasked Estep 
Score: -1559861.250000 Penalty: 985.249084
	Iteration 62Q: 3 clusters Score -1559861 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 48890 members 
Entering Unmasked Estep 
Score: -1559901.125000 Penalty: 985.249084
	Iteration 63Q: 3 clusters Score -1559901 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 49018 members 
Entering Unmasked Estep 
Score: -1559944.125000 Penalty: 985.249084
	Iteration 64Q: 3 clusters Score -1559944 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -1559982.250000 Penalty: 985.249084
	Iteration 65Q: 3 clusters Score -1559982 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -1560012.500000 Penalty: 985.249084
	Iteration 66Q: 3 clusters Score -1560012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 49302 members 
Entering Unmasked Estep 
Score: -1560030.500000 Penalty: 985.249084
	Iteration 67Q: 3 clusters Score -1560030 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 49381 members 
Entering Unmasked Estep 
Score: -1560051.500000 Penalty: 985.249084
	Iteration 68Q: 3 clusters Score -1560052 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -1560082.125000 Penalty: 985.249084
	Iteration 69Q: 3 clusters Score -1560082 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 49529 members 
Entering Unmasked Estep 
Score: -1560109.875000 Penalty: 985.249084
	Iteration 70Q: 3 clusters Score -1560110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 49597 members 
Entering Unmasked Estep 
Score: -1560125.125000 Penalty: 985.249084
	Iteration 71Q: 3 clusters Score -1560125 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 49654 members 
Entering Unmasked Estep 
Score: -1560138.500000 Penalty: 985.249084
	Iteration 72Q: 3 clusters Score -1560138 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 49702 members 
Entering Unmasked Estep 
Score: -1560160.875000 Penalty: 985.249084
	Iteration 73Q: 3 clusters Score -1560161 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 49748 members 
Entering Unmasked Estep 
Score: -1560174.375000 Penalty: 985.249084
	Iteration 74Q: 3 clusters Score -1560174 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 49792 members 
Entering Unmasked Estep 
Score: -1560192.750000 Penalty: 985.249084
	Iteration 75Q: 3 clusters Score -1560193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 49827 members 
Entering Unmasked Estep 
Score: -1560207.000000 Penalty: 985.249084
	Iteration 76Q: 3 clusters Score -1560207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 49842 members 
Entering Unmasked Estep 
Score: -1560210.875000 Penalty: 985.249084
	Iteration 77Q: 3 clusters Score -1560211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 49859 members 
Entering Unmasked Estep 
Score: -1560213.000000 Penalty: 985.249084
	Iteration 78Q: 3 clusters Score -1560213 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 49872 members 
Entering Unmasked Estep 
Score: -1560212.000000 Penalty: 985.249084
	Iteration 79Q: 3 clusters Score -1560212 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -1560212.625000 Penalty: 985.249084
	Iteration 80F: 3 clusters Score -1560213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 49885 members 
Entering Unmasked Estep 
Score: -1560212.750000 Penalty: 985.249084
	Iteration 81Q: 3 clusters Score -1560213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 49895 members 
Entering Unmasked Estep 
Score: -1560214.375000 Penalty: 985.249084
	Iteration 82Q: 3 clusters Score -1560214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 49899 members 
Entering Unmasked Estep 
Score: -1560218.250000 Penalty: 985.249084
	Iteration 83Q: 3 clusters Score -1560218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -1560217.750000 Penalty: 985.249084
	Iteration 84Q: 3 clusters Score -1560218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -1560216.500000 Penalty: 985.249084
	Iteration 85Q: 3 clusters Score -1560216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -1560218.375000 Penalty: 985.249084
	Iteration 86Q: 3 clusters Score -1560218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -1560219.250000 Penalty: 985.249084
	Iteration 87Q: 3 clusters Score -1560219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -1560219.125000 Penalty: 985.249084
	Iteration 88Q: 3 clusters Score -1560219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 49920 members 
Entering Unmasked Estep 
Score: -1560223.250000 Penalty: 985.249084
	Iteration 89Q: 3 clusters Score -1560223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 49929 members 
Entering Unmasked Estep 
Score: -1560224.750000 Penalty: 985.249084
	Iteration 90Q: 3 clusters Score -1560225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 49939 members 
Entering Unmasked Estep 
Score: -1560227.500000 Penalty: 985.249084
	Iteration 91Q: 3 clusters Score -1560228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -1560227.500000 Penalty: 985.249084
	Iteration 92Q: 3 clusters Score -1560228 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 49954 members 
Entering Unmasked Estep 
Score: -1560225.625000 Penalty: 985.249084
	Iteration 93Q: 3 clusters Score -1560226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -1560226.125000 Penalty: 985.249084
	Iteration 94Q: 3 clusters Score -1560226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -1560227.250000 Penalty: 985.249084
	Iteration 95Q: 3 clusters Score -1560227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 49959 members 
Entering Unmasked Estep 
Score: -1560227.250000 Penalty: 985.249084
	Iteration 96F: 3 clusters Score -1560227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (144016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144016 members 
Entering Unmasked Estep 
Score: -4800181.000000 Penalty: 540.434448
	Iteration 0F: 2 clusters Score -4800181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71643 members 
Mstep: Class 2 contains 72373 members 
Entering Unmasked Estep 
Score: -4702947.500000 Penalty: 1080.868896
	Iteration 0F: 3 clusters Score -4702948 nChanged 70432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55183 members 
Mstep: Class 2 contains 88833 members 
Entering Unmasked Estep 
Score: -4748390.000000 Penalty: 1080.868896
	Iteration 1F: 3 clusters Score -4748390 nChanged 11033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 99172 members 
Entering Unmasked Estep 
Score: -4755705.500000 Penalty: 1080.868896
	Iteration 2F: 3 clusters Score -4755706 nChanged 13233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 111977 members 
Entering Unmasked Estep 
Score: -4766901.000000 Penalty: 1080.868896
	Iteration 3F: 3 clusters Score -4766901 nChanged 12898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 124683 members 
Entering Unmasked Estep 
Score: -4779483.500000 Penalty: 1080.868896
	Iteration 4F: 3 clusters Score -4779484 nChanged 10146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 134779 members 
Entering Unmasked Estep 
Score: -4790381.500000 Penalty: 1080.868896
	Iteration 5F: 3 clusters Score -4790382 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 140815 members 
Entering Unmasked Estep 
Score: -4796790.500000 Penalty: 1080.868896
	Iteration 6Q: 3 clusters Score -4796790 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 143143 members 
Entering Unmasked Estep 
Score: -4799011.000000 Penalty: 1080.868896
	Iteration 7Q: 3 clusters Score -4799011 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 143741 members 
Entering Unmasked Estep 
Score: -4799505.000000 Penalty: 1080.868896
	Iteration 8Q: 3 clusters Score -4799505 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 143883 members 
Entering Unmasked Estep 
Score: -4799634.000000 Penalty: 1080.868896
	Iteration 9Q: 3 clusters Score -4799634 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 143924 members 
Entering Unmasked Estep 
Score: -4799687.500000 Penalty: 1080.868896
	Iteration 10Q: 3 clusters Score -4799688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 143937 members 
Entering Unmasked Estep 
Score: -4799704.000000 Penalty: 1080.868896
	Iteration 11Q: 3 clusters Score -4799704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 143939 members 
Entering Unmasked Estep 
Score: -4799706.000000 Penalty: 1080.868896
	Iteration 12Q: 3 clusters Score -4799706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 143937 members 
Entering Unmasked Estep 
Score: -4799709.500000 Penalty: 1080.868896
	Iteration 13Q: 3 clusters Score -4799710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 143936 members 
Entering Unmasked Estep 
Score: -4799727.000000 Penalty: 1080.868896
	Iteration 14Q: 3 clusters Score -4799727 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 143932 members 
Entering Unmasked Estep 
Score: -4799740.000000 Penalty: 1080.868896
	Iteration 15Q: 3 clusters Score -4799740 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 143932 members 
Entering Unmasked Estep 
Score: -4799748.000000 Penalty: 1080.868896
	Iteration 16Q: 3 clusters Score -4799748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 143929 members 
Entering Unmasked Estep 
Score: -4799752.000000 Penalty: 1080.868896
	Iteration 17Q: 3 clusters Score -4799752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 143930 members 
Entering Unmasked Estep 
Score: -4799754.500000 Penalty: 1080.868896
	Iteration 18Q: 3 clusters Score -4799754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 143929 members 
Entering Unmasked Estep 
Score: -4799752.000000 Penalty: 1080.868896
	Iteration 19Q: 3 clusters Score -4799752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 143930 members 
Entering Unmasked Estep 
Score: -4799755.500000 Penalty: 1080.868896
	Iteration 20F: 3 clusters Score -4799756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (119673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119673 members 
Entering Unmasked Estep 
Score: -3941473.500000 Penalty: 532.009583
	Iteration 0F: 2 clusters Score -3941474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -3860148.250000 Penalty: 1064.019165
	Iteration 0F: 3 clusters Score -3860148 nChanged 58812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66782 members 
Mstep: Class 2 contains 52891 members 
Entering Unmasked Estep 
Score: -3897402.750000 Penalty: 1064.019165
	Iteration 1F: 3 clusters Score -3897403 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 47779 members 
Entering Unmasked Estep 
Score: -3900625.750000 Penalty: 1064.019165
	Iteration 2F: 3 clusters Score -3900626 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78595 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -3905501.000000 Penalty: 1064.019165
	Iteration 3F: 3 clusters Score -3905501 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86685 members 
Mstep: Class 2 contains 32988 members 
Entering Unmasked Estep 
Score: -3911867.000000 Penalty: 1064.019165
	Iteration 4F: 3 clusters Score -3911867 nChanged 9112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95161 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -3919038.500000 Penalty: 1064.019165
	Iteration 5F: 3 clusters Score -3919038 nChanged 8282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103239 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -3926342.500000 Penalty: 1064.019165
	Iteration 6F: 3 clusters Score -3926342 nChanged 6709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109930 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3932813.500000 Penalty: 1064.019165
	Iteration 7F: 3 clusters Score -3932814 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114461 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -3937254.750000 Penalty: 1064.019165
	Iteration 8Q: 3 clusters Score -3937255 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116934 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3939720.000000 Penalty: 1064.019165
	Iteration 9Q: 3 clusters Score -3939720 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117925 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -3940660.750000 Penalty: 1064.019165
	Iteration 10Q: 3 clusters Score -3940661 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118323 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -3941002.500000 Penalty: 1064.019165
	Iteration 11Q: 3 clusters Score -3941002 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118500 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -3941145.500000 Penalty: 1064.019165
	Iteration 12Q: 3 clusters Score -3941146 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118594 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -3941201.000000 Penalty: 1064.019165
	Iteration 13Q: 3 clusters Score -3941201 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118650 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3941243.750000 Penalty: 1064.019165
	Iteration 14Q: 3 clusters Score -3941244 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118689 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3941251.500000 Penalty: 1064.019165
	Iteration 15Q: 3 clusters Score -3941252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118717 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3941258.000000 Penalty: 1064.019165
	Iteration 16Q: 3 clusters Score -3941258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118730 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3941256.750000 Penalty: 1064.019165
	Iteration 17Q: 3 clusters Score -3941257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118742 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -3941264.000000 Penalty: 1064.019165
	Iteration 18Q: 3 clusters Score -3941264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118751 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3941264.250000 Penalty: 1064.019165
	Iteration 19Q: 3 clusters Score -3941264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118768 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3941267.500000 Penalty: 1064.019165
	Iteration 20F: 3 clusters Score -3941268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118782 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -3941263.500000 Penalty: 1064.019165
	Iteration 21Q: 3 clusters Score -3941264 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118788 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -3941271.500000 Penalty: 1064.019165
	Iteration 22Q: 3 clusters Score -3941272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118792 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -3941266.250000 Penalty: 1064.019165
	Iteration 23Q: 3 clusters Score -3941266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118795 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3941271.250000 Penalty: 1064.019165
	Iteration 24Q: 3 clusters Score -3941271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118796 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3941271.750000 Penalty: 1064.019165
	Iteration 25Q: 3 clusters Score -3941272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118798 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3941273.250000 Penalty: 1064.019165
	Iteration 26Q: 3 clusters Score -3941273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3941273.750000 Penalty: 1064.019165
	Iteration 27Q: 3 clusters Score -3941274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118803 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3941272.000000 Penalty: 1064.019165
	Iteration 28Q: 3 clusters Score -3941272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118803 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3941272.000000 Penalty: 1064.019165
	Iteration 29F: 3 clusters Score -3941272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Entering Unmasked Estep 
Score: -169940.296875 Penalty: 393.334167
	Iteration 0F: 2 clusters Score -169940.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -166127.187500 Penalty: 786.668335
	Iteration 0F: 3 clusters Score -166127.2 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -167710.390625 Penalty: 786.668335
	Iteration 1F: 3 clusters Score -167710.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -167945.312500 Penalty: 786.668335
	Iteration 2F: 3 clusters Score -167945.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -168249.296875 Penalty: 786.668335
	Iteration 3F: 3 clusters Score -168249.3 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -168538.937500 Penalty: 786.668335
	Iteration 4F: 3 clusters Score -168538.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -168833.781250 Penalty: 786.668335
	Iteration 5F: 3 clusters Score -168833.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -169045.968750 Penalty: 786.668335
	Iteration 6F: 3 clusters Score -169046 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -169189.453125 Penalty: 786.668335
	Iteration 7Q: 3 clusters Score -169189.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -169277.421875 Penalty: 786.668335
	Iteration 8Q: 3 clusters Score -169277.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -169374.218750 Penalty: 786.668335
	Iteration 9Q: 3 clusters Score -169374.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -169480.859375 Penalty: 786.668335
	Iteration 10Q: 3 clusters Score -169480.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -169577.468750 Penalty: 786.668335
	Iteration 11Q: 3 clusters Score -169577.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -169650.828125 Penalty: 786.668335
	Iteration 12Q: 3 clusters Score -169650.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -169691.828125 Penalty: 786.668335
	Iteration 13Q: 3 clusters Score -169691.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -169715.484375 Penalty: 786.668335
	Iteration 14Q: 3 clusters Score -169715.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -169736.640625 Penalty: 786.668335
	Iteration 15Q: 3 clusters Score -169736.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -169745.781250 Penalty: 786.668335
	Iteration 16Q: 3 clusters Score -169745.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -169750.250000 Penalty: 786.668335
	Iteration 17Q: 3 clusters Score -169750.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -169757.546875 Penalty: 786.668335
	Iteration 18Q: 3 clusters Score -169757.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -169763.703125 Penalty: 786.668335
	Iteration 19Q: 3 clusters Score -169763.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -169767.187500 Penalty: 786.668335
	Iteration 20F: 3 clusters Score -169767.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -169769.609375 Penalty: 786.668335
	Iteration 21Q: 3 clusters Score -169769.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -169771.312500 Penalty: 786.668335
	Iteration 22Q: 3 clusters Score -169771.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -169772.437500 Penalty: 786.668335
	Iteration 23Q: 3 clusters Score -169772.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -169774.640625 Penalty: 786.668335
	Iteration 24Q: 3 clusters Score -169774.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -169776.453125 Penalty: 786.668335
	Iteration 25Q: 3 clusters Score -169776.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -169779.265625 Penalty: 786.668335
	Iteration 26Q: 3 clusters Score -169779.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -169781.921875 Penalty: 786.668335
	Iteration 27Q: 3 clusters Score -169781.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -169786.093750 Penalty: 786.668335
	Iteration 28Q: 3 clusters Score -169786.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -169791.546875 Penalty: 786.668335
	Iteration 29Q: 3 clusters Score -169791.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -169799.750000 Penalty: 786.668335
	Iteration 30Q: 3 clusters Score -169799.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -169804.437500 Penalty: 786.668335
	Iteration 31Q: 3 clusters Score -169804.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -169807.140625 Penalty: 786.668335
	Iteration 32Q: 3 clusters Score -169807.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -169808.437500 Penalty: 786.668335
	Iteration 33Q: 3 clusters Score -169808.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -169809.109375 Penalty: 786.668335
	Iteration 34Q: 3 clusters Score -169809.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -169810.062500 Penalty: 786.668335
	Iteration 35Q: 3 clusters Score -169810.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -169810.203125 Penalty: 786.668335
	Iteration 36Q: 3 clusters Score -169810.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -169811.140625 Penalty: 786.668335
	Iteration 37Q: 3 clusters Score -169811.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -169811.578125 Penalty: 786.668335
	Iteration 38Q: 3 clusters Score -169811.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -169812.093750 Penalty: 786.668335
	Iteration 39Q: 3 clusters Score -169812.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -169812.171875 Penalty: 786.668335
	Iteration 40F: 3 clusters Score -169812.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -169813.031250 Penalty: 786.668335
	Iteration 41Q: 3 clusters Score -169813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -169812.515625 Penalty: 786.668335
	Iteration 42Q: 3 clusters Score -169812.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -169812.515625 Penalty: 786.668335
	Iteration 43F: 3 clusters Score -169812.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Entering Unmasked Estep 
Score: -89075.937500 Penalty: 362.652985
	Iteration 0F: 2 clusters Score -89075.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -87086.882812 Penalty: 725.305969
	Iteration 0F: 3 clusters Score -87086.88 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -87831.492188 Penalty: 725.305969
	Iteration 1F: 3 clusters Score -87831.49 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -87935.742188 Penalty: 725.305969
	Iteration 2F: 3 clusters Score -87935.74 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -88022.476562 Penalty: 725.305969
	Iteration 3F: 3 clusters Score -88022.48 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -88093.335938 Penalty: 725.305969
	Iteration 4Q: 3 clusters Score -88093.34 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -88156.359375 Penalty: 725.305969
	Iteration 5Q: 3 clusters Score -88156.36 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -88234.320312 Penalty: 725.305969
	Iteration 6Q: 3 clusters Score -88234.32 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -88308.289062 Penalty: 725.305969
	Iteration 7Q: 3 clusters Score -88308.29 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -88368.257812 Penalty: 725.305969
	Iteration 8Q: 3 clusters Score -88368.26 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -88433.164062 Penalty: 725.305969
	Iteration 9Q: 3 clusters Score -88433.16 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -88480.554688 Penalty: 725.305969
	Iteration 10Q: 3 clusters Score -88480.55 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -88522.414062 Penalty: 725.305969
	Iteration 11Q: 3 clusters Score -88522.41 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -88556.765625 Penalty: 725.305969
	Iteration 12Q: 3 clusters Score -88556.77 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -88584.726562 Penalty: 725.305969
	Iteration 13Q: 3 clusters Score -88584.73 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -88623.351562 Penalty: 725.305969
	Iteration 14Q: 3 clusters Score -88623.35 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -88689.960938 Penalty: 725.305969
	Iteration 15Q: 3 clusters Score -88689.96 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -88748.507812 Penalty: 725.305969
	Iteration 16Q: 3 clusters Score -88748.51 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -88778.335938 Penalty: 725.305969
	Iteration 17Q: 3 clusters Score -88778.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -88799.710938 Penalty: 725.305969
	Iteration 18Q: 3 clusters Score -88799.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -88816.140625 Penalty: 725.305969
	Iteration 19Q: 3 clusters Score -88816.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -88826.429688 Penalty: 725.305969
	Iteration 20F: 3 clusters Score -88826.43 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -88833.804688 Penalty: 725.305969
	Iteration 21Q: 3 clusters Score -88833.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -88838.359375 Penalty: 725.305969
	Iteration 22Q: 3 clusters Score -88838.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -88840.492188 Penalty: 725.305969
	Iteration 23Q: 3 clusters Score -88840.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -88843.531250 Penalty: 725.305969
	Iteration 24Q: 3 clusters Score -88843.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -88846.351562 Penalty: 725.305969
	Iteration 25Q: 3 clusters Score -88846.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -88849.117188 Penalty: 725.305969
	Iteration 26Q: 3 clusters Score -88849.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -88852.265625 Penalty: 725.305969
	Iteration 27Q: 3 clusters Score -88852.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -88857.031250 Penalty: 725.305969
	Iteration 28Q: 3 clusters Score -88857.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -88860.867188 Penalty: 725.305969
	Iteration 29Q: 3 clusters Score -88860.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -88861.617188 Penalty: 725.305969
	Iteration 30Q: 3 clusters Score -88861.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -88862.273438 Penalty: 725.305969
	Iteration 31Q: 3 clusters Score -88862.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -88862.398438 Penalty: 725.305969
	Iteration 32Q: 3 clusters Score -88862.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -88862.484375 Penalty: 725.305969
	Iteration 33Q: 3 clusters Score -88862.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -88862.703125 Penalty: 725.305969
	Iteration 34Q: 3 clusters Score -88862.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -88862.937500 Penalty: 725.305969
	Iteration 35Q: 3 clusters Score -88862.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -88862.984375 Penalty: 725.305969
	Iteration 36Q: 3 clusters Score -88862.98 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -88862.984375 Penalty: 725.305969
	Iteration 37F: 3 clusters Score -88862.98 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Entering Unmasked Estep 
Score: -147948.453125 Penalty: 388.003021
	Iteration 0F: 2 clusters Score -147948.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -144528.671875 Penalty: 776.006042
	Iteration 0F: 3 clusters Score -144528.7 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -145974.062500 Penalty: 776.006042
	Iteration 1F: 3 clusters Score -145974.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -146211.984375 Penalty: 776.006042
	Iteration 2F: 3 clusters Score -146212 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -146434.765625 Penalty: 776.006042
	Iteration 3F: 3 clusters Score -146434.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -146644.375000 Penalty: 776.006042
	Iteration 4F: 3 clusters Score -146644.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -146852.625000 Penalty: 776.006042
	Iteration 5F: 3 clusters Score -146852.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -147033.656250 Penalty: 776.006042
	Iteration 6F: 3 clusters Score -147033.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -147154.937500 Penalty: 776.006042
	Iteration 7Q: 3 clusters Score -147154.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -147227.281250 Penalty: 776.006042
	Iteration 8Q: 3 clusters Score -147227.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -147269.359375 Penalty: 776.006042
	Iteration 9Q: 3 clusters Score -147269.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -147300.281250 Penalty: 776.006042
	Iteration 10Q: 3 clusters Score -147300.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -147320.593750 Penalty: 776.006042
	Iteration 11Q: 3 clusters Score -147320.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -147338.140625 Penalty: 776.006042
	Iteration 12Q: 3 clusters Score -147338.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -147353.750000 Penalty: 776.006042
	Iteration 13Q: 3 clusters Score -147353.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -147364.984375 Penalty: 776.006042
	Iteration 14Q: 3 clusters Score -147365 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -147375.156250 Penalty: 776.006042
	Iteration 15Q: 3 clusters Score -147375.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -147388.968750 Penalty: 776.006042
	Iteration 16Q: 3 clusters Score -147389 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -147402.750000 Penalty: 776.006042
	Iteration 17Q: 3 clusters Score -147402.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -147415.953125 Penalty: 776.006042
	Iteration 18Q: 3 clusters Score -147416 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -147430.703125 Penalty: 776.006042
	Iteration 19Q: 3 clusters Score -147430.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -147449.984375 Penalty: 776.006042
	Iteration 20F: 3 clusters Score -147450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -147474.281250 Penalty: 776.006042
	Iteration 21Q: 3 clusters Score -147474.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -147496.906250 Penalty: 776.006042
	Iteration 22Q: 3 clusters Score -147496.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -147526.750000 Penalty: 776.006042
	Iteration 23Q: 3 clusters Score -147526.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -147562.390625 Penalty: 776.006042
	Iteration 24Q: 3 clusters Score -147562.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -147592.125000 Penalty: 776.006042
	Iteration 25Q: 3 clusters Score -147592.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -147617.937500 Penalty: 776.006042
	Iteration 26Q: 3 clusters Score -147617.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -147645.578125 Penalty: 776.006042
	Iteration 27Q: 3 clusters Score -147645.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -147665.703125 Penalty: 776.006042
	Iteration 28Q: 3 clusters Score -147665.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -147684.718750 Penalty: 776.006042
	Iteration 29Q: 3 clusters Score -147684.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -147703.437500 Penalty: 776.006042
	Iteration 30Q: 3 clusters Score -147703.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -147722.031250 Penalty: 776.006042
	Iteration 31Q: 3 clusters Score -147722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -147740.750000 Penalty: 776.006042
	Iteration 32Q: 3 clusters Score -147740.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -147752.421875 Penalty: 776.006042
	Iteration 33Q: 3 clusters Score -147752.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -147757.937500 Penalty: 776.006042
	Iteration 34Q: 3 clusters Score -147757.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -147763.859375 Penalty: 776.006042
	Iteration 35Q: 3 clusters Score -147763.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -147769.750000 Penalty: 776.006042
	Iteration 36Q: 3 clusters Score -147769.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -147771.125000 Penalty: 776.006042
	Iteration 37Q: 3 clusters Score -147771.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -147772.359375 Penalty: 776.006042
	Iteration 38Q: 3 clusters Score -147772.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -147772.796875 Penalty: 776.006042
	Iteration 39Q: 3 clusters Score -147772.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -147773.875000 Penalty: 776.006042
	Iteration 40F: 3 clusters Score -147773.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -147774.968750 Penalty: 776.006042
	Iteration 41Q: 3 clusters Score -147775 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -147776.359375 Penalty: 776.006042
	Iteration 42Q: 3 clusters Score -147776.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -147777.812500 Penalty: 776.006042
	Iteration 43Q: 3 clusters Score -147777.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -147778.437500 Penalty: 776.006042
	Iteration 44Q: 3 clusters Score -147778.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -147778.843750 Penalty: 776.006042
	Iteration 45Q: 3 clusters Score -147778.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -147778.968750 Penalty: 776.006042
	Iteration 46Q: 3 clusters Score -147779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -147779.140625 Penalty: 776.006042
	Iteration 47Q: 3 clusters Score -147779.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -147779.046875 Penalty: 776.006042
	Iteration 48Q: 3 clusters Score -147779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -147778.906250 Penalty: 776.006042
	Iteration 49Q: 3 clusters Score -147778.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -147778.906250 Penalty: 776.006042
	Iteration 50F: 3 clusters Score -147778.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Entering Unmasked Estep 
Score: -323047.937500 Penalty: 418.636169
	Iteration 0F: 2 clusters Score -323047.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -316371.906250 Penalty: 837.272339
	Iteration 0F: 3 clusters Score -316371.9 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -319215.656250 Penalty: 837.272339
	Iteration 1F: 3 clusters Score -319215.7 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -319733.687500 Penalty: 837.272339
	Iteration 2F: 3 clusters Score -319733.7 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -320272.875000 Penalty: 837.272339
	Iteration 3F: 3 clusters Score -320272.9 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -320776.781250 Penalty: 837.272339
	Iteration 4F: 3 clusters Score -320776.8 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -321239.250000 Penalty: 837.272339
	Iteration 5F: 3 clusters Score -321239.2 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -321579.187500 Penalty: 837.272339
	Iteration 6F: 3 clusters Score -321579.2 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -321779.781250 Penalty: 837.272339
	Iteration 7Q: 3 clusters Score -321779.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -321889.062500 Penalty: 837.272339
	Iteration 8Q: 3 clusters Score -321889.1 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -321962.218750 Penalty: 837.272339
	Iteration 9Q: 3 clusters Score -321962.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -322020.062500 Penalty: 837.272339
	Iteration 10Q: 3 clusters Score -322020.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -322065.500000 Penalty: 837.272339
	Iteration 11Q: 3 clusters Score -322065.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -322105.750000 Penalty: 837.272339
	Iteration 12Q: 3 clusters Score -322105.8 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -322144.218750 Penalty: 837.272339
	Iteration 13Q: 3 clusters Score -322144.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -322183.281250 Penalty: 837.272339
	Iteration 14Q: 3 clusters Score -322183.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -322227.718750 Penalty: 837.272339
	Iteration 15Q: 3 clusters Score -322227.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -322287.625000 Penalty: 837.272339
	Iteration 16Q: 3 clusters Score -322287.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -322351.562500 Penalty: 837.272339
	Iteration 17Q: 3 clusters Score -322351.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -322424.343750 Penalty: 837.272339
	Iteration 18Q: 3 clusters Score -322424.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -322489.625000 Penalty: 837.272339
	Iteration 19Q: 3 clusters Score -322489.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -322548.500000 Penalty: 837.272339
	Iteration 20F: 3 clusters Score -322548.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -322591.000000 Penalty: 837.272339
	Iteration 21Q: 3 clusters Score -322591 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -322623.625000 Penalty: 837.272339
	Iteration 22Q: 3 clusters Score -322623.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -322644.062500 Penalty: 837.272339
	Iteration 23Q: 3 clusters Score -322644.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -322655.562500 Penalty: 837.272339
	Iteration 24Q: 3 clusters Score -322655.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -322660.218750 Penalty: 837.272339
	Iteration 25Q: 3 clusters Score -322660.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -322663.968750 Penalty: 837.272339
	Iteration 26Q: 3 clusters Score -322664 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -322664.281250 Penalty: 837.272339
	Iteration 27Q: 3 clusters Score -322664.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -322666.781250 Penalty: 837.272339
	Iteration 28Q: 3 clusters Score -322666.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -322667.656250 Penalty: 837.272339
	Iteration 29Q: 3 clusters Score -322667.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -322668.312500 Penalty: 837.272339
	Iteration 30Q: 3 clusters Score -322668.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -322668.406250 Penalty: 837.272339
	Iteration 31Q: 3 clusters Score -322668.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -322669.218750 Penalty: 837.272339
	Iteration 32Q: 3 clusters Score -322669.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -322669.687500 Penalty: 837.272339
	Iteration 33Q: 3 clusters Score -322669.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -322669.843750 Penalty: 837.272339
	Iteration 34Q: 3 clusters Score -322669.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -322670.218750 Penalty: 837.272339
	Iteration 35Q: 3 clusters Score -322670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -322669.968750 Penalty: 837.272339
	Iteration 36Q: 3 clusters Score -322670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -322670.656250 Penalty: 837.272339
	Iteration 37Q: 3 clusters Score -322670.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -322672.031250 Penalty: 837.272339
	Iteration 38Q: 3 clusters Score -322672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -322673.062500 Penalty: 837.272339
	Iteration 39Q: 3 clusters Score -322673.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -322674.468750 Penalty: 837.272339
	Iteration 40F: 3 clusters Score -322674.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -322675.156250 Penalty: 837.272339
	Iteration 41Q: 3 clusters Score -322675.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -322675.562500 Penalty: 837.272339
	Iteration 42Q: 3 clusters Score -322675.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -322677.781250 Penalty: 837.272339
	Iteration 43Q: 3 clusters Score -322677.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -322677.468750 Penalty: 837.272339
	Iteration 44Q: 3 clusters Score -322677.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -322678.062500 Penalty: 837.272339
	Iteration 45Q: 3 clusters Score -322678.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -322678.343750 Penalty: 837.272339
	Iteration 46Q: 3 clusters Score -322678.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -322677.906250 Penalty: 837.272339
	Iteration 47Q: 3 clusters Score -322677.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -322677.937500 Penalty: 837.272339
	Iteration 48Q: 3 clusters Score -322677.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -322679.968750 Penalty: 837.272339
	Iteration 49Q: 3 clusters Score -322680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -322680.250000 Penalty: 837.272339
	Iteration 50Q: 3 clusters Score -322680.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -322680.406250 Penalty: 837.272339
	Iteration 51Q: 3 clusters Score -322680.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -322681.000000 Penalty: 837.272339
	Iteration 52Q: 3 clusters Score -322681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -322681.718750 Penalty: 837.272339
	Iteration 53Q: 3 clusters Score -322681.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -322682.093750 Penalty: 837.272339
	Iteration 54Q: 3 clusters Score -322682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -322682.437500 Penalty: 837.272339
	Iteration 55Q: 3 clusters Score -322682.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -322682.250000 Penalty: 837.272339
	Iteration 56Q: 3 clusters Score -322682.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -322682.468750 Penalty: 837.272339
	Iteration 57Q: 3 clusters Score -322682.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -322682.781250 Penalty: 837.272339
	Iteration 58Q: 3 clusters Score -322682.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -322683.312500 Penalty: 837.272339
	Iteration 59Q: 3 clusters Score -322683.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -322683.093750 Penalty: 837.272339
	Iteration 60F: 3 clusters Score -322683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -322682.875000 Penalty: 837.272339
	Iteration 61Q: 3 clusters Score -322682.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -322682.937500 Penalty: 837.272339
	Iteration 62Q: 3 clusters Score -322682.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -322682.656250 Penalty: 837.272339
	Iteration 63Q: 3 clusters Score -322682.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -322682.093750 Penalty: 837.272339
	Iteration 64Q: 3 clusters Score -322682.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -322682.750000 Penalty: 837.272339
	Iteration 65Q: 3 clusters Score -322682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -322683.250000 Penalty: 837.272339
	Iteration 66Q: 3 clusters Score -322683.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -322683.500000 Penalty: 837.272339
	Iteration 67Q: 3 clusters Score -322683.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -322683.500000 Penalty: 837.272339
	Iteration 68Q: 3 clusters Score -322683.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -322683.281250 Penalty: 837.272339
	Iteration 69Q: 3 clusters Score -322683.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -322684.593750 Penalty: 837.272339
	Iteration 70Q: 3 clusters Score -322684.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -322685.187500 Penalty: 837.272339
	Iteration 71Q: 3 clusters Score -322685.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -322686.125000 Penalty: 837.272339
	Iteration 72Q: 3 clusters Score -322686.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -322685.218750 Penalty: 837.272339
	Iteration 73Q: 3 clusters Score -322685.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -322686.562500 Penalty: 837.272339
	Iteration 74Q: 3 clusters Score -322686.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -322686.187500 Penalty: 837.272339
	Iteration 75Q: 3 clusters Score -322686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -322686.093750 Penalty: 837.272339
	Iteration 76Q: 3 clusters Score -322686.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -322686.718750 Penalty: 837.272339
	Iteration 77Q: 3 clusters Score -322686.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -322687.156250 Penalty: 837.272339
	Iteration 78Q: 3 clusters Score -322687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -322687.531250 Penalty: 837.272339
	Iteration 79Q: 3 clusters Score -322687.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -322686.562500 Penalty: 837.272339
	Iteration 80F: 3 clusters Score -322686.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -322686.812500 Penalty: 837.272339
	Iteration 81Q: 3 clusters Score -322686.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -322688.218750 Penalty: 837.272339
	Iteration 82Q: 3 clusters Score -322688.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -322688.281250 Penalty: 837.272339
	Iteration 83Q: 3 clusters Score -322688.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -322688.156250 Penalty: 837.272339
	Iteration 84Q: 3 clusters Score -322688.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -322688.000000 Penalty: 837.272339
	Iteration 85Q: 3 clusters Score -322688 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -322687.906250 Penalty: 837.272339
	Iteration 86Q: 3 clusters Score -322687.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -322688.281250 Penalty: 837.272339
	Iteration 87Q: 3 clusters Score -322688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -322688.343750 Penalty: 837.272339
	Iteration 88Q: 3 clusters Score -322688.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -322687.718750 Penalty: 837.272339
	Iteration 89Q: 3 clusters Score -322687.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -322687.937500 Penalty: 837.272339
	Iteration 90Q: 3 clusters Score -322687.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -322687.937500 Penalty: 837.272339
	Iteration 91F: 3 clusters Score -322687.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Entering Unmasked Estep 
Score: -568235.187500 Penalty: 443.722412
	Iteration 0F: 2 clusters Score -568235.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -556829.875000 Penalty: 887.444824
	Iteration 0F: 3 clusters Score -556829.9 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -561468.187500 Penalty: 887.444824
	Iteration 1F: 3 clusters Score -561468.2 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -561781.437500 Penalty: 887.444824
	Iteration 2Q: 3 clusters Score -561781.4 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -562208.750000 Penalty: 887.444824
	Iteration 3F: 3 clusters Score -562208.8 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -562834.625000 Penalty: 887.444824
	Iteration 4F: 3 clusters Score -562834.6 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -563693.250000 Penalty: 887.444824
	Iteration 5F: 3 clusters Score -563693.2 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -564820.437500 Penalty: 887.444824
	Iteration 6F: 3 clusters Score -564820.4 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -565910.187500 Penalty: 887.444824
	Iteration 7F: 3 clusters Score -565910.2 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -566767.812500 Penalty: 887.444824
	Iteration 8F: 3 clusters Score -566767.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -567235.750000 Penalty: 887.444824
	Iteration 9Q: 3 clusters Score -567235.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -567522.937500 Penalty: 887.444824
	Iteration 10Q: 3 clusters Score -567522.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -567634.312500 Penalty: 887.444824
	Iteration 11Q: 3 clusters Score -567634.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -567719.750000 Penalty: 887.444824
	Iteration 12Q: 3 clusters Score -567719.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -567769.500000 Penalty: 887.444824
	Iteration 13Q: 3 clusters Score -567769.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -567795.000000 Penalty: 887.444824
	Iteration 14Q: 3 clusters Score -567795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -567813.187500 Penalty: 887.444824
	Iteration 15Q: 3 clusters Score -567813.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -567821.312500 Penalty: 887.444824
	Iteration 16Q: 3 clusters Score -567821.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -567828.062500 Penalty: 887.444824
	Iteration 17Q: 3 clusters Score -567828.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -567833.875000 Penalty: 887.444824
	Iteration 18Q: 3 clusters Score -567833.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -567836.187500 Penalty: 887.444824
	Iteration 19Q: 3 clusters Score -567836.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -567836.187500 Penalty: 887.444824
	Iteration 20F: 3 clusters Score -567836.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -567838.312500 Penalty: 887.444824
	Iteration 21Q: 3 clusters Score -567838.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -567838.312500 Penalty: 887.444824
	Iteration 22F: 3 clusters Score -567838.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Entering Unmasked Estep 
Score: -81135.421875 Penalty: 360.726074
	Iteration 0F: 2 clusters Score -81135.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -79172.585938 Penalty: 721.452148
	Iteration 0F: 3 clusters Score -79172.59 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -79914.773438 Penalty: 721.452148
	Iteration 1F: 3 clusters Score -79914.77 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -80125.593750 Penalty: 721.452148
	Iteration 2F: 3 clusters Score -80125.59 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -80316.585938 Penalty: 721.452148
	Iteration 3F: 3 clusters Score -80316.59 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -80465.992188 Penalty: 721.452148
	Iteration 4F: 3 clusters Score -80465.99 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -80580.375000 Penalty: 721.452148
	Iteration 5Q: 3 clusters Score -80580.38 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -80669.648438 Penalty: 721.452148
	Iteration 6Q: 3 clusters Score -80669.65 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -80723.562500 Penalty: 721.452148
	Iteration 7Q: 3 clusters Score -80723.56 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -80756.250000 Penalty: 721.452148
	Iteration 8Q: 3 clusters Score -80756.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -80776.468750 Penalty: 721.452148
	Iteration 9Q: 3 clusters Score -80776.47 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -80791.820312 Penalty: 721.452148
	Iteration 10Q: 3 clusters Score -80791.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -80807.031250 Penalty: 721.452148
	Iteration 11Q: 3 clusters Score -80807.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -80812.273438 Penalty: 721.452148
	Iteration 12Q: 3 clusters Score -80812.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -80821.687500 Penalty: 721.452148
	Iteration 13Q: 3 clusters Score -80821.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -80831.906250 Penalty: 721.452148
	Iteration 14Q: 3 clusters Score -80831.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -80841.375000 Penalty: 721.452148
	Iteration 15Q: 3 clusters Score -80841.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -80846.000000 Penalty: 721.452148
	Iteration 16Q: 3 clusters Score -80846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -80849.031250 Penalty: 721.452148
	Iteration 17Q: 3 clusters Score -80849.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -80851.070312 Penalty: 721.452148
	Iteration 18Q: 3 clusters Score -80851.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -80853.062500 Penalty: 721.452148
	Iteration 19Q: 3 clusters Score -80853.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -80855.835938 Penalty: 721.452148
	Iteration 20F: 3 clusters Score -80855.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -80858.859375 Penalty: 721.452148
	Iteration 21Q: 3 clusters Score -80858.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -80860.617188 Penalty: 721.452148
	Iteration 22Q: 3 clusters Score -80860.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -80863.367188 Penalty: 721.452148
	Iteration 23Q: 3 clusters Score -80863.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -80864.648438 Penalty: 721.452148
	Iteration 24Q: 3 clusters Score -80864.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -80864.929688 Penalty: 721.452148
	Iteration 25Q: 3 clusters Score -80864.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -80864.929688 Penalty: 721.452148
	Iteration 26F: 3 clusters Score -80864.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -77255.437500 Penalty: 354.269226
	Iteration 0F: 2 clusters Score -77255.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -75571.476562 Penalty: 708.538452
	Iteration 0F: 3 clusters Score -75571.48 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -76166.773438 Penalty: 708.538452
	Iteration 1F: 3 clusters Score -76166.77 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -76233.679688 Penalty: 708.538452
	Iteration 2F: 3 clusters Score -76233.68 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -76266.828125 Penalty: 708.538452
	Iteration 3Q: 3 clusters Score -76266.83 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -76302.523438 Penalty: 708.538452
	Iteration 4Q: 3 clusters Score -76302.52 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -76338.218750 Penalty: 708.538452
	Iteration 5Q: 3 clusters Score -76338.22 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -76368.539062 Penalty: 708.538452
	Iteration 6Q: 3 clusters Score -76368.54 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -76399.250000 Penalty: 708.538452
	Iteration 7Q: 3 clusters Score -76399.25 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -76431.882812 Penalty: 708.538452
	Iteration 8Q: 3 clusters Score -76431.88 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -76463.429688 Penalty: 708.538452
	Iteration 9Q: 3 clusters Score -76463.43 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -76509.156250 Penalty: 708.538452
	Iteration 10Q: 3 clusters Score -76509.16 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -76563.578125 Penalty: 708.538452
	Iteration 11Q: 3 clusters Score -76563.58 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -76612.492188 Penalty: 708.538452
	Iteration 12Q: 3 clusters Score -76612.49 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -76657.476562 Penalty: 708.538452
	Iteration 13Q: 3 clusters Score -76657.48 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -76699.007812 Penalty: 708.538452
	Iteration 14Q: 3 clusters Score -76699.01 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -76726.539062 Penalty: 708.538452
	Iteration 15Q: 3 clusters Score -76726.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -76751.750000 Penalty: 708.538452
	Iteration 16Q: 3 clusters Score -76751.75 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -76766.562500 Penalty: 708.538452
	Iteration 17Q: 3 clusters Score -76766.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -76780.265625 Penalty: 708.538452
	Iteration 18Q: 3 clusters Score -76780.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -76788.375000 Penalty: 708.538452
	Iteration 19Q: 3 clusters Score -76788.38 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -76794.257812 Penalty: 708.538452
	Iteration 20F: 3 clusters Score -76794.26 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -76799.492188 Penalty: 708.538452
	Iteration 21Q: 3 clusters Score -76799.49 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -76804.171875 Penalty: 708.538452
	Iteration 22Q: 3 clusters Score -76804.17 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -76807.648438 Penalty: 708.538452
	Iteration 23Q: 3 clusters Score -76807.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -76809.867188 Penalty: 708.538452
	Iteration 24Q: 3 clusters Score -76809.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -76812.578125 Penalty: 708.538452
	Iteration 25Q: 3 clusters Score -76812.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -76815.140625 Penalty: 708.538452
	Iteration 26Q: 3 clusters Score -76815.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -76817.820312 Penalty: 708.538452
	Iteration 27Q: 3 clusters Score -76817.82 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -76820.835938 Penalty: 708.538452
	Iteration 28Q: 3 clusters Score -76820.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -76824.937500 Penalty: 708.538452
	Iteration 29Q: 3 clusters Score -76824.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -76828.179688 Penalty: 708.538452
	Iteration 30Q: 3 clusters Score -76828.18 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -76830.507812 Penalty: 708.538452
	Iteration 31Q: 3 clusters Score -76830.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -76831.953125 Penalty: 708.538452
	Iteration 32Q: 3 clusters Score -76831.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -76832.703125 Penalty: 708.538452
	Iteration 33Q: 3 clusters Score -76832.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -76832.875000 Penalty: 708.538452
	Iteration 34Q: 3 clusters Score -76832.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -76832.875000 Penalty: 708.538452
	Iteration 35F: 3 clusters Score -76832.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Entering Unmasked Estep 
Score: -116321.476562 Penalty: 376.933472
	Iteration 0F: 2 clusters Score -116321.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -113625.726562 Penalty: 753.866943
	Iteration 0F: 3 clusters Score -113625.7 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -114925.625000 Penalty: 753.866943
	Iteration 1F: 3 clusters Score -114925.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -115235.195312 Penalty: 753.866943
	Iteration 2F: 3 clusters Score -115235.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -115537.757812 Penalty: 753.866943
	Iteration 3F: 3 clusters Score -115537.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -115839.570312 Penalty: 753.866943
	Iteration 4F: 3 clusters Score -115839.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -116140.125000 Penalty: 753.866943
	Iteration 5F: 3 clusters Score -116140.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -116362.296875 Penalty: 753.866943
	Iteration 6F: 3 clusters Score -116362.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -116498.671875 Penalty: 753.866943
	Iteration 7Q: 3 clusters Score -116498.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -116533.648438 Penalty: 753.866943
	Iteration 8Q: 3 clusters Score -116533.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -116549.187500 Penalty: 753.866943
	Iteration 9Q: 3 clusters Score -116549.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -116560.343750 Penalty: 753.866943
	Iteration 10Q: 3 clusters Score -116560.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -116567.273438 Penalty: 753.866943
	Iteration 11Q: 3 clusters Score -116567.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -116574.257812 Penalty: 753.866943
	Iteration 12Q: 3 clusters Score -116574.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -116577.710938 Penalty: 753.866943
	Iteration 13Q: 3 clusters Score -116577.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -116578.039062 Penalty: 753.866943
	Iteration 14Q: 3 clusters Score -116578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -116578.039062 Penalty: 753.866943
	Iteration 15F: 3 clusters Score -116578 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 41150 members 
Mstep: Class 6 contains 55260 members 
Mstep: Class 7 contains 16298 members 
Mstep: Class 8 contains 2506 members 
Mstep: Class 9 contains 50358 members 
Mstep: Class 10 contains 144016 members 
Mstep: Class 11 contains 119673 members 
Mstep: Class 12 contains 5680 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 9905 members 
Mstep: Class 16 contains 17191 members 
Mstep: Class 17 contains 2774 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 98 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 2612 members 
Mstep: Class 22 contains 8733 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 6749 members 
Mstep: Class 25 contains 3863 members 
Entering Unmasked Estep 
Score: -15735028.000000 Penalty: 14978.081055
Splitting cluster 19 changes total score from -15735032.000000 to -15735028.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (10081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Entering Unmasked Estep 
Score: -342504.062500 Penalty: 419.437561
	Iteration 0F: 2 clusters Score -342504.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -335704.875000 Penalty: 838.875122
	Iteration 0F: 3 clusters Score -335704.9 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -338574.968750 Penalty: 838.875122
	Iteration 1F: 3 clusters Score -338575 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -338878.562500 Penalty: 838.875122
	Iteration 2F: 3 clusters Score -338878.6 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -339248.156250 Penalty: 838.875122
	Iteration 3F: 3 clusters Score -339248.2 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -339707.687500 Penalty: 838.875122
	Iteration 4F: 3 clusters Score -339707.7 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -340173.687500 Penalty: 838.875122
	Iteration 5F: 3 clusters Score -340173.7 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -340552.687500 Penalty: 838.875122
	Iteration 6F: 3 clusters Score -340552.7 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -340744.125000 Penalty: 838.875122
	Iteration 7Q: 3 clusters Score -340744.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -340831.281250 Penalty: 838.875122
	Iteration 8Q: 3 clusters Score -340831.3 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -340875.125000 Penalty: 838.875122
	Iteration 9Q: 3 clusters Score -340875.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -340910.000000 Penalty: 838.875122
	Iteration 10Q: 3 clusters Score -340910 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -340938.343750 Penalty: 838.875122
	Iteration 11Q: 3 clusters Score -340938.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -340959.375000 Penalty: 838.875122
	Iteration 12Q: 3 clusters Score -340959.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -340978.125000 Penalty: 838.875122
	Iteration 13Q: 3 clusters Score -340978.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -341002.468750 Penalty: 838.875122
	Iteration 14Q: 3 clusters Score -341002.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -341020.093750 Penalty: 838.875122
	Iteration 15Q: 3 clusters Score -341020.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -341042.468750 Penalty: 838.875122
	Iteration 16Q: 3 clusters Score -341042.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -341066.281250 Penalty: 838.875122
	Iteration 17Q: 3 clusters Score -341066.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -341100.281250 Penalty: 838.875122
	Iteration 18Q: 3 clusters Score -341100.3 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -341144.656250 Penalty: 838.875122
	Iteration 19Q: 3 clusters Score -341144.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -341194.312500 Penalty: 838.875122
	Iteration 20F: 3 clusters Score -341194.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -341244.187500 Penalty: 838.875122
	Iteration 21Q: 3 clusters Score -341244.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -341285.187500 Penalty: 838.875122
	Iteration 22Q: 3 clusters Score -341285.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -341323.375000 Penalty: 838.875122
	Iteration 23Q: 3 clusters Score -341323.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -341354.093750 Penalty: 838.875122
	Iteration 24Q: 3 clusters Score -341354.1 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -341396.093750 Penalty: 838.875122
	Iteration 25Q: 3 clusters Score -341396.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -341454.718750 Penalty: 838.875122
	Iteration 26Q: 3 clusters Score -341454.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -341503.312500 Penalty: 838.875122
	Iteration 27Q: 3 clusters Score -341503.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -341547.687500 Penalty: 838.875122
	Iteration 28Q: 3 clusters Score -341547.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -341587.875000 Penalty: 838.875122
	Iteration 29Q: 3 clusters Score -341587.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -341630.812500 Penalty: 838.875122
	Iteration 30Q: 3 clusters Score -341630.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -341672.750000 Penalty: 838.875122
	Iteration 31Q: 3 clusters Score -341672.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -341722.593750 Penalty: 838.875122
	Iteration 32Q: 3 clusters Score -341722.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -341779.250000 Penalty: 838.875122
	Iteration 33Q: 3 clusters Score -341779.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -341843.937500 Penalty: 838.875122
	Iteration 34Q: 3 clusters Score -341843.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -341902.593750 Penalty: 838.875122
	Iteration 35Q: 3 clusters Score -341902.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -341945.593750 Penalty: 838.875122
	Iteration 36Q: 3 clusters Score -341945.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -341985.937500 Penalty: 838.875122
	Iteration 37Q: 3 clusters Score -341985.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -342033.593750 Penalty: 838.875122
	Iteration 38Q: 3 clusters Score -342033.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -342073.500000 Penalty: 838.875122
	Iteration 39Q: 3 clusters Score -342073.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -342097.312500 Penalty: 838.875122
	Iteration 40F: 3 clusters Score -342097.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -342115.437500 Penalty: 838.875122
	Iteration 41Q: 3 clusters Score -342115.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -342134.406250 Penalty: 838.875122
	Iteration 42Q: 3 clusters Score -342134.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -342150.593750 Penalty: 838.875122
	Iteration 43Q: 3 clusters Score -342150.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -342161.375000 Penalty: 838.875122
	Iteration 44Q: 3 clusters Score -342161.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -342166.062500 Penalty: 838.875122
	Iteration 45Q: 3 clusters Score -342166.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -342171.031250 Penalty: 838.875122
	Iteration 46Q: 3 clusters Score -342171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -342175.718750 Penalty: 838.875122
	Iteration 47Q: 3 clusters Score -342175.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -342178.968750 Penalty: 838.875122
	Iteration 48Q: 3 clusters Score -342179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -342180.281250 Penalty: 838.875122
	Iteration 49Q: 3 clusters Score -342180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -342180.625000 Penalty: 838.875122
	Iteration 50Q: 3 clusters Score -342180.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -342180.875000 Penalty: 838.875122
	Iteration 51Q: 3 clusters Score -342180.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -342180.843750 Penalty: 838.875122
	Iteration 52Q: 3 clusters Score -342180.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -342181.125000 Penalty: 838.875122
	Iteration 53Q: 3 clusters Score -342181.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -342182.437500 Penalty: 838.875122
	Iteration 54Q: 3 clusters Score -342182.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -342183.343750 Penalty: 838.875122
	Iteration 55Q: 3 clusters Score -342183.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -342185.187500 Penalty: 838.875122
	Iteration 56Q: 3 clusters Score -342185.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -342186.062500 Penalty: 838.875122
	Iteration 57Q: 3 clusters Score -342186.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -342186.062500 Penalty: 838.875122
	Iteration 58F: 3 clusters Score -342186.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Entering Unmasked Estep 
Score: -81545.265625 Penalty: 357.988129
	Iteration 0F: 2 clusters Score -81545.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -79713.773438 Penalty: 715.976257
	Iteration 0F: 3 clusters Score -79713.77 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -80351.085938 Penalty: 715.976257
	Iteration 1F: 3 clusters Score -80351.09 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -80508.992188 Penalty: 715.976257
	Iteration 2F: 3 clusters Score -80508.99 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -80654.734375 Penalty: 715.976257
	Iteration 3F: 3 clusters Score -80654.73 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -80773.523438 Penalty: 715.976257
	Iteration 4F: 3 clusters Score -80773.52 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -80894.609375 Penalty: 715.976257
	Iteration 5F: 3 clusters Score -80894.61 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -81001.937500 Penalty: 715.976257
	Iteration 6Q: 3 clusters Score -81001.94 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -81088.828125 Penalty: 715.976257
	Iteration 7Q: 3 clusters Score -81088.83 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -81130.179688 Penalty: 715.976257
	Iteration 8Q: 3 clusters Score -81130.18 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -81163.062500 Penalty: 715.976257
	Iteration 9Q: 3 clusters Score -81163.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -81192.109375 Penalty: 715.976257
	Iteration 10Q: 3 clusters Score -81192.11 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -81210.203125 Penalty: 715.976257
	Iteration 11Q: 3 clusters Score -81210.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -81220.140625 Penalty: 715.976257
	Iteration 12Q: 3 clusters Score -81220.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -81233.554688 Penalty: 715.976257
	Iteration 13Q: 3 clusters Score -81233.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -81237.570312 Penalty: 715.976257
	Iteration 14Q: 3 clusters Score -81237.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -81238.343750 Penalty: 715.976257
	Iteration 15Q: 3 clusters Score -81238.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -81240.078125 Penalty: 715.976257
	Iteration 16Q: 3 clusters Score -81240.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -81241.414062 Penalty: 715.976257
	Iteration 17Q: 3 clusters Score -81241.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -81242.835938 Penalty: 715.976257
	Iteration 18Q: 3 clusters Score -81242.84 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -81242.835938 Penalty: 715.976257
	Iteration 19F: 3 clusters Score -81242.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Entering Unmasked Estep 
Score: -283738.718750 Penalty: 412.906342
	Iteration 0F: 2 clusters Score -283738.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -277861.562500 Penalty: 825.812683
	Iteration 0F: 3 clusters Score -277861.6 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -280472.437500 Penalty: 825.812683
	Iteration 1F: 3 clusters Score -280472.4 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -280754.750000 Penalty: 825.812683
	Iteration 2F: 3 clusters Score -280754.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -280993.687500 Penalty: 825.812683
	Iteration 3F: 3 clusters Score -280993.7 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -281225.718750 Penalty: 825.812683
	Iteration 4F: 3 clusters Score -281225.7 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -281467.875000 Penalty: 825.812683
	Iteration 5Q: 3 clusters Score -281467.9 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -281686.906250 Penalty: 825.812683
	Iteration 6Q: 3 clusters Score -281686.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -281959.750000 Penalty: 825.812683
	Iteration 7Q: 3 clusters Score -281959.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -282231.906250 Penalty: 825.812683
	Iteration 8Q: 3 clusters Score -282231.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -282497.312500 Penalty: 825.812683
	Iteration 9Q: 3 clusters Score -282497.3 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -282714.125000 Penalty: 825.812683
	Iteration 10Q: 3 clusters Score -282714.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -282874.468750 Penalty: 825.812683
	Iteration 11Q: 3 clusters Score -282874.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -282977.093750 Penalty: 825.812683
	Iteration 12Q: 3 clusters Score -282977.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -283052.562500 Penalty: 825.812683
	Iteration 13Q: 3 clusters Score -283052.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -283120.781250 Penalty: 825.812683
	Iteration 14Q: 3 clusters Score -283120.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -283188.937500 Penalty: 825.812683
	Iteration 15Q: 3 clusters Score -283188.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -283243.625000 Penalty: 825.812683
	Iteration 16Q: 3 clusters Score -283243.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -283279.781250 Penalty: 825.812683
	Iteration 17Q: 3 clusters Score -283279.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -283303.375000 Penalty: 825.812683
	Iteration 18Q: 3 clusters Score -283303.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -283326.718750 Penalty: 825.812683
	Iteration 19Q: 3 clusters Score -283326.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -283343.906250 Penalty: 825.812683
	Iteration 20F: 3 clusters Score -283343.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -283355.125000 Penalty: 825.812683
	Iteration 21Q: 3 clusters Score -283355.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -283362.093750 Penalty: 825.812683
	Iteration 22Q: 3 clusters Score -283362.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -283371.437500 Penalty: 825.812683
	Iteration 23Q: 3 clusters Score -283371.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -283379.343750 Penalty: 825.812683
	Iteration 24Q: 3 clusters Score -283379.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -283382.937500 Penalty: 825.812683
	Iteration 25Q: 3 clusters Score -283382.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -283384.875000 Penalty: 825.812683
	Iteration 26Q: 3 clusters Score -283384.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -283386.156250 Penalty: 825.812683
	Iteration 27Q: 3 clusters Score -283386.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -283387.156250 Penalty: 825.812683
	Iteration 28Q: 3 clusters Score -283387.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -283388.437500 Penalty: 825.812683
	Iteration 29Q: 3 clusters Score -283388.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -283389.812500 Penalty: 825.812683
	Iteration 30Q: 3 clusters Score -283389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -283390.125000 Penalty: 825.812683
	Iteration 31Q: 3 clusters Score -283390.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -283390.343750 Penalty: 825.812683
	Iteration 32Q: 3 clusters Score -283390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -283389.968750 Penalty: 825.812683
	Iteration 33Q: 3 clusters Score -283390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -283390.281250 Penalty: 825.812683
	Iteration 34Q: 3 clusters Score -283390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -283390.437500 Penalty: 825.812683
	Iteration 35Q: 3 clusters Score -283390.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -283390.718750 Penalty: 825.812683
	Iteration 36Q: 3 clusters Score -283390.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -283390.781250 Penalty: 825.812683
	Iteration 37Q: 3 clusters Score -283390.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -283390.562500 Penalty: 825.812683
	Iteration 38Q: 3 clusters Score -283390.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -283390.562500 Penalty: 825.812683
	Iteration 39F: 3 clusters Score -283390.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Entering Unmasked Estep 
Score: -177841.203125 Penalty: 395.301636
	Iteration 0F: 2 clusters Score -177841.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -173906.750000 Penalty: 790.603271
	Iteration 0F: 3 clusters Score -173906.8 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -175619.078125 Penalty: 790.603271
	Iteration 1F: 3 clusters Score -175619.1 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -175868.500000 Penalty: 790.603271
	Iteration 2F: 3 clusters Score -175868.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -176158.937500 Penalty: 790.603271
	Iteration 3F: 3 clusters Score -176158.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -176488.625000 Penalty: 790.603271
	Iteration 4F: 3 clusters Score -176488.6 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -176790.718750 Penalty: 790.603271
	Iteration 5F: 3 clusters Score -176790.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -177040.500000 Penalty: 790.603271
	Iteration 6F: 3 clusters Score -177040.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -177202.828125 Penalty: 790.603271
	Iteration 7Q: 3 clusters Score -177202.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -177307.859375 Penalty: 790.603271
	Iteration 8Q: 3 clusters Score -177307.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -177391.671875 Penalty: 790.603271
	Iteration 9Q: 3 clusters Score -177391.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -177460.062500 Penalty: 790.603271
	Iteration 10Q: 3 clusters Score -177460.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -177490.593750 Penalty: 790.603271
	Iteration 11Q: 3 clusters Score -177490.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -177506.328125 Penalty: 790.603271
	Iteration 12Q: 3 clusters Score -177506.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -177516.093750 Penalty: 790.603271
	Iteration 13Q: 3 clusters Score -177516.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -177523.640625 Penalty: 790.603271
	Iteration 14Q: 3 clusters Score -177523.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -177526.593750 Penalty: 790.603271
	Iteration 15Q: 3 clusters Score -177526.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -177530.093750 Penalty: 790.603271
	Iteration 16Q: 3 clusters Score -177530.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -177533.187500 Penalty: 790.603271
	Iteration 17Q: 3 clusters Score -177533.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -177534.437500 Penalty: 790.603271
	Iteration 18Q: 3 clusters Score -177534.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -177537.109375 Penalty: 790.603271
	Iteration 19Q: 3 clusters Score -177537.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -177540.093750 Penalty: 790.603271
	Iteration 20F: 3 clusters Score -177540.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -177547.437500 Penalty: 790.603271
	Iteration 21Q: 3 clusters Score -177547.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -177552.328125 Penalty: 790.603271
	Iteration 22Q: 3 clusters Score -177552.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -177554.859375 Penalty: 790.603271
	Iteration 23Q: 3 clusters Score -177554.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -177556.593750 Penalty: 790.603271
	Iteration 24Q: 3 clusters Score -177556.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -177558.187500 Penalty: 790.603271
	Iteration 25Q: 3 clusters Score -177558.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -177558.203125 Penalty: 790.603271
	Iteration 26Q: 3 clusters Score -177558.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -177558.343750 Penalty: 790.603271
	Iteration 27Q: 3 clusters Score -177558.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -177558.656250 Penalty: 790.603271
	Iteration 28Q: 3 clusters Score -177558.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -177558.656250 Penalty: 790.603271
	Iteration 29F: 3 clusters Score -177558.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Entering Unmasked Estep 
Score: -210103.015625 Penalty: 401.180298
	Iteration 0F: 2 clusters Score -210103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -205571.984375 Penalty: 802.360596
	Iteration 0F: 3 clusters Score -205572 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -207290.703125 Penalty: 802.360596
	Iteration 1F: 3 clusters Score -207290.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -207466.890625 Penalty: 802.360596
	Iteration 2F: 3 clusters Score -207466.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -207659.515625 Penalty: 802.360596
	Iteration 3F: 3 clusters Score -207659.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -207917.781250 Penalty: 802.360596
	Iteration 4F: 3 clusters Score -207917.8 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -208205.453125 Penalty: 802.360596
	Iteration 5F: 3 clusters Score -208205.5 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -208428.281250 Penalty: 802.360596
	Iteration 6F: 3 clusters Score -208428.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -208572.531250 Penalty: 802.360596
	Iteration 7Q: 3 clusters Score -208572.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -208648.546875 Penalty: 802.360596
	Iteration 8Q: 3 clusters Score -208648.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -208702.906250 Penalty: 802.360596
	Iteration 9Q: 3 clusters Score -208702.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -208739.125000 Penalty: 802.360596
	Iteration 10Q: 3 clusters Score -208739.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -208763.468750 Penalty: 802.360596
	Iteration 11Q: 3 clusters Score -208763.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -208788.859375 Penalty: 802.360596
	Iteration 12Q: 3 clusters Score -208788.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -208816.671875 Penalty: 802.360596
	Iteration 13Q: 3 clusters Score -208816.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -208847.312500 Penalty: 802.360596
	Iteration 14Q: 3 clusters Score -208847.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -208879.000000 Penalty: 802.360596
	Iteration 15Q: 3 clusters Score -208879 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -208918.750000 Penalty: 802.360596
	Iteration 16Q: 3 clusters Score -208918.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -208967.859375 Penalty: 802.360596
	Iteration 17Q: 3 clusters Score -208967.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -209031.421875 Penalty: 802.360596
	Iteration 18Q: 3 clusters Score -209031.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -209085.359375 Penalty: 802.360596
	Iteration 19Q: 3 clusters Score -209085.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -209143.218750 Penalty: 802.360596
	Iteration 20F: 3 clusters Score -209143.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -209204.609375 Penalty: 802.360596
	Iteration 21Q: 3 clusters Score -209204.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -209269.515625 Penalty: 802.360596
	Iteration 22Q: 3 clusters Score -209269.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -209348.890625 Penalty: 802.360596
	Iteration 23Q: 3 clusters Score -209348.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -209440.390625 Penalty: 802.360596
	Iteration 24Q: 3 clusters Score -209440.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -209526.406250 Penalty: 802.360596
	Iteration 25Q: 3 clusters Score -209526.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -209606.437500 Penalty: 802.360596
	Iteration 26Q: 3 clusters Score -209606.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -209668.859375 Penalty: 802.360596
	Iteration 27Q: 3 clusters Score -209668.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -209708.984375 Penalty: 802.360596
	Iteration 28Q: 3 clusters Score -209709 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -209734.734375 Penalty: 802.360596
	Iteration 29Q: 3 clusters Score -209734.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -209747.625000 Penalty: 802.360596
	Iteration 30Q: 3 clusters Score -209747.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -209755.359375 Penalty: 802.360596
	Iteration 31Q: 3 clusters Score -209755.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -209758.250000 Penalty: 802.360596
	Iteration 32Q: 3 clusters Score -209758.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -209759.562500 Penalty: 802.360596
	Iteration 33Q: 3 clusters Score -209759.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -209761.109375 Penalty: 802.360596
	Iteration 34Q: 3 clusters Score -209761.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -209762.000000 Penalty: 802.360596
	Iteration 35Q: 3 clusters Score -209762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -209763.140625 Penalty: 802.360596
	Iteration 36Q: 3 clusters Score -209763.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -209764.984375 Penalty: 802.360596
	Iteration 37Q: 3 clusters Score -209765 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -209765.625000 Penalty: 802.360596
	Iteration 38Q: 3 clusters Score -209765.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -209766.843750 Penalty: 802.360596
	Iteration 39Q: 3 clusters Score -209766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -209767.140625 Penalty: 802.360596
	Iteration 40F: 3 clusters Score -209767.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -209768.046875 Penalty: 802.360596
	Iteration 41Q: 3 clusters Score -209768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -209769.609375 Penalty: 802.360596
	Iteration 42Q: 3 clusters Score -209769.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -209770.843750 Penalty: 802.360596
	Iteration 43Q: 3 clusters Score -209770.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -209771.500000 Penalty: 802.360596
	Iteration 44Q: 3 clusters Score -209771.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -209771.500000 Penalty: 802.360596
	Iteration 45F: 3 clusters Score -209771.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 489 members 
Mstep: Class 5 contains 41150 members 
Mstep: Class 6 contains 55260 members 
Mstep: Class 7 contains 16298 members 
Mstep: Class 8 contains 2506 members 
Mstep: Class 9 contains 50358 members 
Mstep: Class 10 contains 144016 members 
Mstep: Class 11 contains 119673 members 
Mstep: Class 12 contains 5680 members 
Mstep: Class 13 contains 2894 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 9905 members 
Mstep: Class 16 contains 17191 members 
Mstep: Class 17 contains 2774 members 
Mstep: Class 18 contains 2407 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 2612 members 
Mstep: Class 22 contains 8733 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 6749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734994.000000 Penalty: 14378.957031
Iteration 119Q: 25 clusters Score -1.573499e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 41170 members 
Mstep: Class 6 contains 55262 members 
Mstep: Class 7 contains 16384 members 
Mstep: Class 8 contains 2504 members 
Mstep: Class 9 contains 50144 members 
Mstep: Class 10 contains 144027 members 
Mstep: Class 11 contains 119696 members 
Mstep: Class 12 contains 5693 members 
Mstep: Class 13 contains 2913 members 
Mstep: Class 14 contains 5051 members 
Mstep: Class 15 contains 9930 members 
Mstep: Class 16 contains 17190 members 
Mstep: Class 17 contains 2774 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 10083 members 
Mstep: Class 21 contains 2611 members 
Mstep: Class 22 contains 8732 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 6746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735005.000000 Penalty: 14378.957031
Iteration 120F: 25 clusters Score -1.5735e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 490 members 
Mstep: Class 5 contains 41190 members 
Mstep: Class 6 contains 55263 members 
Mstep: Class 7 contains 16467 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 49951 members 
Mstep: Class 10 contains 144035 members 
Mstep: Class 11 contains 119722 members 
Mstep: Class 12 contains 5703 members 
Mstep: Class 13 contains 2928 members 
Mstep: Class 14 contains 5047 members 
Mstep: Class 15 contains 9961 members 
Mstep: Class 16 contains 17190 members 
Mstep: Class 17 contains 2777 members 
Mstep: Class 18 contains 2413 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 10085 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 8731 members 
Mstep: Class 23 contains 5931 members 
Mstep: Class 24 contains 6745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735032.000000 Penalty: 14378.957031
Iteration 121Q: 25 clusters Score -1.573503e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 3992 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 41214 members 
Mstep: Class 6 contains 55265 members 
Mstep: Class 7 contains 16565 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 49731 members 
Mstep: Class 10 contains 144036 members 
Mstep: Class 11 contains 119741 members 
Mstep: Class 12 contains 5718 members 
Mstep: Class 13 contains 2950 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 9985 members 
Mstep: Class 16 contains 17190 members 
Mstep: Class 17 contains 2780 members 
Mstep: Class 18 contains 2413 members 
Mstep: Class 19 contains 3962 members 
Mstep: Class 20 contains 10084 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 8734 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 6742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735045.000000 Penalty: 14378.957031
Iteration 122Q: 25 clusters Score -1.573504e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 934 members 
Mstep: Class 3 contains 3991 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 41219 members 
Mstep: Class 6 contains 55263 members 
Mstep: Class 7 contains 16653 members 
Mstep: Class 8 contains 2500 members 
Mstep: Class 9 contains 49565 members 
Mstep: Class 10 contains 144031 members 
Mstep: Class 11 contains 119762 members 
Mstep: Class 12 contains 5731 members 
Mstep: Class 13 contains 2973 members 
Mstep: Class 14 contains 5048 members 
Mstep: Class 15 contains 10008 members 
Mstep: Class 16 contains 17191 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2411 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 10082 members 
Mstep: Class 21 contains 2609 members 
Mstep: Class 22 contains 8735 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 6741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735045.000000 Penalty: 14378.957031
Iteration 123Q: 25 clusters Score -1.573504e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 933 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 41217 members 
Mstep: Class 6 contains 55253 members 
Mstep: Class 7 contains 16754 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 49398 members 
Mstep: Class 10 contains 144032 members 
Mstep: Class 11 contains 119781 members 
Mstep: Class 12 contains 5740 members 
Mstep: Class 13 contains 3002 members 
Mstep: Class 14 contains 5050 members 
Mstep: Class 15 contains 10025 members 
Mstep: Class 16 contains 17189 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 2609 members 
Mstep: Class 22 contains 8736 members 
Mstep: Class 23 contains 5934 members 
Mstep: Class 24 contains 6740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735063.000000 Penalty: 14378.957031
Iteration 124Q: 25 clusters Score -1.573506e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 933 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 41213 members 
Mstep: Class 6 contains 55245 members 
Mstep: Class 7 contains 16846 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 49239 members 
Mstep: Class 10 contains 144035 members 
Mstep: Class 11 contains 119800 members 
Mstep: Class 12 contains 5749 members 
Mstep: Class 13 contains 3033 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 10036 members 
Mstep: Class 16 contains 17189 members 
Mstep: Class 17 contains 2786 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 2609 members 
Mstep: Class 22 contains 8738 members 
Mstep: Class 23 contains 5936 members 
Mstep: Class 24 contains 6740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735052.000000 Penalty: 14378.957031
Iteration 125Q: 25 clusters Score -1.573505e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 933 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 41219 members 
Mstep: Class 6 contains 55241 members 
Mstep: Class 7 contains 16956 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 49061 members 
Mstep: Class 10 contains 144039 members 
Mstep: Class 11 contains 119817 members 
Mstep: Class 12 contains 5757 members 
Mstep: Class 13 contains 3063 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 10037 members 
Mstep: Class 16 contains 17190 members 
Mstep: Class 17 contains 2788 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 8740 members 
Mstep: Class 23 contains 5937 members 
Mstep: Class 24 contains 6740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735056.000000 Penalty: 14378.957031
Iteration 126Q: 25 clusters Score -1.573506e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 933 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 41222 members 
Mstep: Class 6 contains 55236 members 
Mstep: Class 7 contains 17054 members 
Mstep: Class 8 contains 2502 members 
Mstep: Class 9 contains 48900 members 
Mstep: Class 10 contains 144042 members 
Mstep: Class 11 contains 119824 members 
Mstep: Class 12 contains 5770 members 
Mstep: Class 13 contains 3095 members 
Mstep: Class 14 contains 5051 members 
Mstep: Class 15 contains 10038 members 
Mstep: Class 16 contains 17192 members 
Mstep: Class 17 contains 2790 members 
Mstep: Class 18 contains 2415 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 10081 members 
Mstep: Class 21 contains 2609 members 
Mstep: Class 22 contains 8742 members 
Mstep: Class 23 contains 5938 members 
Mstep: Class 24 contains 6739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735062.000000 Penalty: 14378.957031
Iteration 127Q: 25 clusters Score -1.573506e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 932 members 
Mstep: Class 3 contains 3991 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 41225 members 
Mstep: Class 6 contains 55242 members 
Mstep: Class 7 contains 17153 members 
Mstep: Class 8 contains 2501 members 
Mstep: Class 9 contains 48741 members 
Mstep: Class 10 contains 144043 members 
Mstep: Class 11 contains 119834 members 
Mstep: Class 12 contains 5779 members 
Mstep: Class 13 contains 3118 members 
Mstep: Class 14 contains 5050 members 
Mstep: Class 15 contains 10042 members 
Mstep: Class 16 contains 17190 members 
Mstep: Class 17 contains 2792 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 3960 members 
Mstep: Class 20 contains 10083 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 8742 members 
Mstep: Class 23 contains 5941 members 
Mstep: Class 24 contains 6738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735112.000000 Penalty: 14378.957031
Iteration 128Q: 25 clusters Score -1.573511e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 932 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 41234 members 
Mstep: Class 6 contains 55250 members 
Mstep: Class 7 contains 17261 members 
Mstep: Class 8 contains 2499 members 
Mstep: Class 9 contains 48567 members 
Mstep: Class 10 contains 144046 members 
Mstep: Class 11 contains 119843 members 
Mstep: Class 12 contains 5783 members 
Mstep: Class 13 contains 3144 members 
Mstep: Class 14 contains 5047 members 
Mstep: Class 15 contains 10051 members 
Mstep: Class 16 contains 17189 members 
Mstep: Class 17 contains 2791 members 
Mstep: Class 18 contains 2420 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 10084 members 
Mstep: Class 21 contains 2611 members 
Mstep: Class 22 contains 8741 members 
Mstep: Class 23 contains 5944 members 
Mstep: Class 24 contains 6739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735105.000000 Penalty: 14378.957031
Iteration 129Q: 25 clusters Score -1.57351e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 932 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 41250 members 
Mstep: Class 6 contains 55258 members 
Mstep: Class 7 contains 17359 members 
Mstep: Class 8 contains 2495 members 
Mstep: Class 9 contains 48387 members 
Mstep: Class 10 contains 144049 members 
Mstep: Class 11 contains 119852 members 
Mstep: Class 12 contains 5789 members 
Mstep: Class 13 contains 3173 members 
Mstep: Class 14 contains 5043 members 
Mstep: Class 15 contains 10068 members 
Mstep: Class 16 contains 17187 members 
Mstep: Class 17 contains 2790 members 
Mstep: Class 18 contains 2420 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 8744 members 
Mstep: Class 23 contains 5945 members 
Mstep: Class 24 contains 6740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735139.000000 Penalty: 14378.957031
Iteration 130Q: 25 clusters Score -1.573514e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 932 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 41272 members 
Mstep: Class 6 contains 55260 members 
Mstep: Class 7 contains 17460 members 
Mstep: Class 8 contains 2491 members 
Mstep: Class 9 contains 48204 members 
Mstep: Class 10 contains 144050 members 
Mstep: Class 11 contains 119867 members 
Mstep: Class 12 contains 5802 members 
Mstep: Class 13 contains 3200 members 
Mstep: Class 14 contains 5040 members 
Mstep: Class 15 contains 10075 members 
Mstep: Class 16 contains 17184 members 
Mstep: Class 17 contains 2792 members 
Mstep: Class 18 contains 2420 members 
Mstep: Class 19 contains 3959 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 8746 members 
Mstep: Class 23 contains 5946 members 
Mstep: Class 24 contains 6741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735189.000000 Penalty: 14378.957031
Iteration 131Q: 25 clusters Score -1.573519e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 932 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 41301 members 
Mstep: Class 6 contains 55261 members 
Mstep: Class 7 contains 17544 members 
Mstep: Class 8 contains 2488 members 
Mstep: Class 9 contains 48042 members 
Mstep: Class 10 contains 144052 members 
Mstep: Class 11 contains 119883 members 
Mstep: Class 12 contains 5813 members 
Mstep: Class 13 contains 3226 members 
Mstep: Class 14 contains 5038 members 
Mstep: Class 15 contains 10083 members 
Mstep: Class 16 contains 17180 members 
Mstep: Class 17 contains 2790 members 
Mstep: Class 18 contains 2421 members 
Mstep: Class 19 contains 3958 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 8741 members 
Mstep: Class 23 contains 5946 members 
Mstep: Class 24 contains 6743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735226.000000 Penalty: 14378.957031
Iteration 132Q: 25 clusters Score -1.573523e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 932 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 488 members 
Mstep: Class 5 contains 41326 members 
Mstep: Class 6 contains 55269 members 
Mstep: Class 7 contains 17623 members 
Mstep: Class 8 contains 2488 members 
Mstep: Class 9 contains 47881 members 
Mstep: Class 10 contains 144049 members 
Mstep: Class 11 contains 119900 members 
Mstep: Class 12 contains 5826 members 
Mstep: Class 13 contains 3242 members 
Mstep: Class 14 contains 5038 members 
Mstep: Class 15 contains 10089 members 
Mstep: Class 16 contains 17178 members 
Mstep: Class 17 contains 2790 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 3961 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 8739 members 
Mstep: Class 23 contains 5949 members 
Mstep: Class 24 contains 6744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735239.000000 Penalty: 14378.957031
Iteration 133Q: 25 clusters Score -1.573524e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 932 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 487 members 
Mstep: Class 5 contains 41349 members 
Mstep: Class 6 contains 55271 members 
Mstep: Class 7 contains 17722 members 
Mstep: Class 8 contains 2484 members 
Mstep: Class 9 contains 47732 members 
Mstep: Class 10 contains 144045 members 
Mstep: Class 11 contains 119909 members 
Mstep: Class 12 contains 5836 members 
Mstep: Class 13 contains 3259 members 
Mstep: Class 14 contains 5039 members 
Mstep: Class 15 contains 10093 members 
Mstep: Class 16 contains 17171 members 
Mstep: Class 17 contains 2789 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 3963 members 
Mstep: Class 20 contains 10086 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 8737 members 
Mstep: Class 23 contains 5955 members 
Mstep: Class 24 contains 6742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735242.000000 Penalty: 14378.957031
Iteration 134Q: 25 clusters Score -1.573524e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 932 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 41383 members 
Mstep: Class 6 contains 55277 members 
Mstep: Class 7 contains 17826 members 
Mstep: Class 8 contains 2480 members 
Mstep: Class 9 contains 47597 members 
Mstep: Class 10 contains 144040 members 
Mstep: Class 11 contains 119902 members 
Mstep: Class 12 contains 5843 members 
Mstep: Class 13 contains 3274 members 
Mstep: Class 14 contains 5039 members 
Mstep: Class 15 contains 10089 members 
Mstep: Class 16 contains 17160 members 
Mstep: Class 17 contains 2787 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 3966 members 
Mstep: Class 20 contains 10088 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 8734 members 
Mstep: Class 23 contains 5960 members 
Mstep: Class 24 contains 6739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735293.000000 Penalty: 14378.957031
Iteration 135Q: 25 clusters Score -1.573529e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 931 members 
Mstep: Class 3 contains 3988 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 41390 members 
Mstep: Class 6 contains 55279 members 
Mstep: Class 7 contains 17941 members 
Mstep: Class 8 contains 2478 members 
Mstep: Class 9 contains 47448 members 
Mstep: Class 10 contains 144034 members 
Mstep: Class 11 contains 119901 members 
Mstep: Class 12 contains 5849 members 
Mstep: Class 13 contains 3288 members 
Mstep: Class 14 contains 5043 members 
Mstep: Class 15 contains 10085 members 
Mstep: Class 16 contains 17165 members 
Mstep: Class 17 contains 2787 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 3970 members 
Mstep: Class 20 contains 10088 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8737 members 
Mstep: Class 23 contains 5965 members 
Mstep: Class 24 contains 6739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735278.000000 Penalty: 14378.957031
Iteration 136Q: 25 clusters Score -1.573528e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 931 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 486 members 
Mstep: Class 5 contains 41407 members 
Mstep: Class 6 contains 55276 members 
Mstep: Class 7 contains 18061 members 
Mstep: Class 8 contains 2478 members 
Mstep: Class 9 contains 47297 members 
Mstep: Class 10 contains 144026 members 
Mstep: Class 11 contains 119901 members 
Mstep: Class 12 contains 5852 members 
Mstep: Class 13 contains 3295 members 
Mstep: Class 14 contains 5048 members 
Mstep: Class 15 contains 10090 members 
Mstep: Class 16 contains 17169 members 
Mstep: Class 17 contains 2785 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 3969 members 
Mstep: Class 20 contains 10088 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8739 members 
Mstep: Class 23 contains 5968 members 
Mstep: Class 24 contains 6737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735289.000000 Penalty: 14378.957031
Iteration 137Q: 25 clusters Score -1.573529e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 931 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 485 members 
Mstep: Class 5 contains 41413 members 
Mstep: Class 6 contains 55276 members 
Mstep: Class 7 contains 18166 members 
Mstep: Class 8 contains 2477 members 
Mstep: Class 9 contains 47155 members 
Mstep: Class 10 contains 144025 members 
Mstep: Class 11 contains 119912 members 
Mstep: Class 12 contains 5854 members 
Mstep: Class 13 contains 3307 members 
Mstep: Class 14 contains 5050 members 
Mstep: Class 15 contains 10090 members 
Mstep: Class 16 contains 17173 members 
Mstep: Class 17 contains 2784 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 3973 members 
Mstep: Class 20 contains 10090 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8740 members 
Mstep: Class 23 contains 5969 members 
Mstep: Class 24 contains 6734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735341.000000 Penalty: 14378.957031
Iteration 138Q: 25 clusters Score -1.573534e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 930 members 
Mstep: Class 3 contains 3989 members 
Mstep: Class 4 contains 483 members 
Mstep: Class 5 contains 41420 members 
Mstep: Class 6 contains 55276 members 
Mstep: Class 7 contains 18257 members 
Mstep: Class 8 contains 2474 members 
Mstep: Class 9 contains 47038 members 
Mstep: Class 10 contains 144025 members 
Mstep: Class 11 contains 119917 members 
Mstep: Class 12 contains 5854 members 
Mstep: Class 13 contains 3318 members 
Mstep: Class 14 contains 5050 members 
Mstep: Class 15 contains 10097 members 
Mstep: Class 16 contains 17174 members 
Mstep: Class 17 contains 2781 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 20 contains 10092 members 
Mstep: Class 21 contains 2606 members 
Mstep: Class 22 contains 8740 members 
Mstep: Class 23 contains 5970 members 
Mstep: Class 24 contains 6734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735343.000000 Penalty: 14378.957031
Iteration 139Q: 25 clusters Score -1.573534e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 927 members 
Mstep: Class 3 contains 3991 members 
Mstep: Class 4 contains 482 members 
Mstep: Class 5 contains 41429 members 
Mstep: Class 6 contains 55269 members 
Mstep: Class 7 contains 18341 members 
Mstep: Class 8 contains 2469 members 
Mstep: Class 9 contains 46931 members 
Mstep: Class 10 contains 144024 members 
Mstep: Class 11 contains 119937 members 
Mstep: Class 12 contains 5859 members 
Mstep: Class 13 contains 3322 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 10095 members 
Mstep: Class 16 contains 17173 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 20 contains 10094 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8742 members 
Mstep: Class 23 contains 5974 members 
Mstep: Class 24 contains 6733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735337.000000 Penalty: 14378.957031
Iteration 140F: 25 clusters Score -1.573534e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 3991 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 41430 members 
Mstep: Class 6 contains 55259 members 
Mstep: Class 7 contains 18426 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 9 contains 46829 members 
Mstep: Class 10 contains 144026 members 
Mstep: Class 11 contains 119941 members 
Mstep: Class 12 contains 5865 members 
Mstep: Class 13 contains 3334 members 
Mstep: Class 14 contains 5048 members 
Mstep: Class 15 contains 10098 members 
Mstep: Class 16 contains 17173 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 3975 members 
Mstep: Class 20 contains 10096 members 
Mstep: Class 21 contains 2609 members 
Mstep: Class 22 contains 8743 members 
Mstep: Class 23 contains 5978 members 
Mstep: Class 24 contains 6733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735314.000000 Penalty: 14378.957031
Iteration 141Q: 25 clusters Score -1.573531e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 41428 members 
Mstep: Class 6 contains 55250 members 
Mstep: Class 7 contains 18500 members 
Mstep: Class 8 contains 2467 members 
Mstep: Class 9 contains 46736 members 
Mstep: Class 10 contains 144019 members 
Mstep: Class 11 contains 119943 members 
Mstep: Class 12 contains 5873 members 
Mstep: Class 13 contains 3341 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 10105 members 
Mstep: Class 16 contains 17174 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 2415 members 
Mstep: Class 19 contains 3977 members 
Mstep: Class 20 contains 10098 members 
Mstep: Class 21 contains 2609 members 
Mstep: Class 22 contains 8743 members 
Mstep: Class 23 contains 5984 members 
Mstep: Class 24 contains 6732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735306.000000 Penalty: 14378.957031
Iteration 142Q: 25 clusters Score -1.573531e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 41433 members 
Mstep: Class 6 contains 55246 members 
Mstep: Class 7 contains 18587 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 46634 members 
Mstep: Class 10 contains 144014 members 
Mstep: Class 11 contains 119945 members 
Mstep: Class 12 contains 5884 members 
Mstep: Class 13 contains 3341 members 
Mstep: Class 14 contains 5047 members 
Mstep: Class 15 contains 10108 members 
Mstep: Class 16 contains 17172 members 
Mstep: Class 17 contains 2774 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 3978 members 
Mstep: Class 20 contains 10104 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 8743 members 
Mstep: Class 23 contains 5987 members 
Mstep: Class 24 contains 6730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735339.000000 Penalty: 14378.957031
Iteration 143Q: 25 clusters Score -1.573534e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 3990 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 41430 members 
Mstep: Class 6 contains 55247 members 
Mstep: Class 7 contains 18668 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 46537 members 
Mstep: Class 10 contains 144011 members 
Mstep: Class 11 contains 119948 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 3343 members 
Mstep: Class 14 contains 5048 members 
Mstep: Class 15 contains 10114 members 
Mstep: Class 16 contains 17171 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 3980 members 
Mstep: Class 20 contains 10107 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 8743 members 
Mstep: Class 23 contains 5989 members 
Mstep: Class 24 contains 6729 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 144Q: 25 clusters Score -1.573538e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 3992 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 41436 members 
Mstep: Class 6 contains 55238 members 
Mstep: Class 7 contains 18745 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 46432 members 
Mstep: Class 10 contains 144010 members 
Mstep: Class 11 contains 119963 members 
Mstep: Class 12 contains 5891 members 
Mstep: Class 13 contains 3345 members 
Mstep: Class 14 contains 5045 members 
Mstep: Class 15 contains 10117 members 
Mstep: Class 16 contains 17170 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 2420 members 
Mstep: Class 19 contains 3987 members 
Mstep: Class 20 contains 10110 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 8745 members 
Mstep: Class 23 contains 5989 members 
Mstep: Class 24 contains 6731 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735307.000000 Penalty: 14378.957031
Iteration 145Q: 25 clusters Score -1.573531e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 3993 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 41450 members 
Mstep: Class 6 contains 55235 members 
Mstep: Class 7 contains 18826 members 
Mstep: Class 8 contains 2466 members 
Mstep: Class 9 contains 46338 members 
Mstep: Class 10 contains 144004 members 
Mstep: Class 11 contains 119954 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 3349 members 
Mstep: Class 14 contains 5046 members 
Mstep: Class 15 contains 10124 members 
Mstep: Class 16 contains 17169 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 2421 members 
Mstep: Class 19 contains 3990 members 
Mstep: Class 20 contains 10109 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 8748 members 
Mstep: Class 23 contains 5992 members 
Mstep: Class 24 contains 6730 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735331.000000 Penalty: 14378.957031
Iteration 146Q: 25 clusters Score -1.573533e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 41455 members 
Mstep: Class 6 contains 55224 members 
Mstep: Class 7 contains 18901 members 
Mstep: Class 8 contains 2465 members 
Mstep: Class 9 contains 46272 members 
Mstep: Class 10 contains 144000 members 
Mstep: Class 11 contains 119946 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 3355 members 
Mstep: Class 14 contains 5046 members 
Mstep: Class 15 contains 10128 members 
Mstep: Class 16 contains 17167 members 
Mstep: Class 17 contains 2773 members 
Mstep: Class 18 contains 2421 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 10108 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 8749 members 
Mstep: Class 23 contains 5994 members 
Mstep: Class 24 contains 6727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735351.000000 Penalty: 14378.957031
Iteration 147Q: 25 clusters Score -1.573535e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 3993 members 
Mstep: Class 4 contains 475 members 
Mstep: Class 5 contains 41452 members 
Mstep: Class 6 contains 55219 members 
Mstep: Class 7 contains 18979 members 
Mstep: Class 8 contains 2464 members 
Mstep: Class 9 contains 46216 members 
Mstep: Class 10 contains 143996 members 
Mstep: Class 11 contains 119937 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 3356 members 
Mstep: Class 14 contains 5045 members 
Mstep: Class 15 contains 10131 members 
Mstep: Class 16 contains 17162 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 2421 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 10109 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8747 members 
Mstep: Class 23 contains 5996 members 
Mstep: Class 24 contains 6726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735346.000000 Penalty: 14378.957031
Iteration 148Q: 25 clusters Score -1.573535e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 3993 members 
Mstep: Class 4 contains 473 members 
Mstep: Class 5 contains 41455 members 
Mstep: Class 6 contains 55214 members 
Mstep: Class 7 contains 19049 members 
Mstep: Class 8 contains 2463 members 
Mstep: Class 9 contains 46163 members 
Mstep: Class 10 contains 143987 members 
Mstep: Class 11 contains 119929 members 
Mstep: Class 12 contains 5896 members 
Mstep: Class 13 contains 3358 members 
Mstep: Class 14 contains 5044 members 
Mstep: Class 15 contains 10135 members 
Mstep: Class 16 contains 17159 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 2420 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 10110 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8745 members 
Mstep: Class 23 contains 6001 members 
Mstep: Class 24 contains 6725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735318.000000 Penalty: 14378.957031
Iteration 149Q: 25 clusters Score -1.573532e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 3993 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41464 members 
Mstep: Class 6 contains 55210 members 
Mstep: Class 7 contains 19114 members 
Mstep: Class 8 contains 2463 members 
Mstep: Class 9 contains 46116 members 
Mstep: Class 10 contains 143977 members 
Mstep: Class 11 contains 119918 members 
Mstep: Class 12 contains 5895 members 
Mstep: Class 13 contains 3357 members 
Mstep: Class 14 contains 5044 members 
Mstep: Class 15 contains 10139 members 
Mstep: Class 16 contains 17153 members 
Mstep: Class 17 contains 2774 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 10111 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8744 members 
Mstep: Class 23 contains 6007 members 
Mstep: Class 24 contains 6725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735333.000000 Penalty: 14378.957031
Iteration 150Q: 25 clusters Score -1.573533e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 924 members 
Mstep: Class 3 contains 3993 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41468 members 
Mstep: Class 6 contains 55214 members 
Mstep: Class 7 contains 19171 members 
Mstep: Class 8 contains 2462 members 
Mstep: Class 9 contains 46084 members 
Mstep: Class 10 contains 143960 members 
Mstep: Class 11 contains 119904 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 3361 members 
Mstep: Class 14 contains 5045 members 
Mstep: Class 15 contains 10140 members 
Mstep: Class 16 contains 17147 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 3992 members 
Mstep: Class 20 contains 10111 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8739 members 
Mstep: Class 23 contains 6012 members 
Mstep: Class 24 contains 6725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735324.000000 Penalty: 14378.957031
Iteration 151Q: 25 clusters Score -1.573532e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 3993 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41468 members 
Mstep: Class 6 contains 55215 members 
Mstep: Class 7 contains 19232 members 
Mstep: Class 8 contains 2460 members 
Mstep: Class 9 contains 46047 members 
Mstep: Class 10 contains 143951 members 
Mstep: Class 11 contains 119896 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 3363 members 
Mstep: Class 14 contains 5042 members 
Mstep: Class 15 contains 10144 members 
Mstep: Class 16 contains 17142 members 
Mstep: Class 17 contains 2775 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 3994 members 
Mstep: Class 20 contains 10111 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8736 members 
Mstep: Class 23 contains 6015 members 
Mstep: Class 24 contains 6724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735308.000000 Penalty: 14378.957031
Iteration 152Q: 25 clusters Score -1.573531e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41475 members 
Mstep: Class 6 contains 55213 members 
Mstep: Class 7 contains 19300 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 45998 members 
Mstep: Class 10 contains 143945 members 
Mstep: Class 11 contains 119875 members 
Mstep: Class 12 contains 5887 members 
Mstep: Class 13 contains 3361 members 
Mstep: Class 14 contains 5042 members 
Mstep: Class 15 contains 10153 members 
Mstep: Class 16 contains 17138 members 
Mstep: Class 17 contains 2776 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 10111 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8735 members 
Mstep: Class 23 contains 6018 members 
Mstep: Class 24 contains 6723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735294.000000 Penalty: 14378.957031
Iteration 153Q: 25 clusters Score -1.573529e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 3994 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41482 members 
Mstep: Class 6 contains 55212 members 
Mstep: Class 7 contains 19357 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 45956 members 
Mstep: Class 10 contains 143944 members 
Mstep: Class 11 contains 119853 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 3361 members 
Mstep: Class 14 contains 5042 members 
Mstep: Class 15 contains 10161 members 
Mstep: Class 16 contains 17135 members 
Mstep: Class 17 contains 2779 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 10111 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8735 members 
Mstep: Class 23 contains 6020 members 
Mstep: Class 24 contains 6721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735278.000000 Penalty: 14378.957031
Iteration 154Q: 25 clusters Score -1.573528e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41482 members 
Mstep: Class 6 contains 55208 members 
Mstep: Class 7 contains 19402 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 45935 members 
Mstep: Class 10 contains 143939 members 
Mstep: Class 11 contains 119833 members 
Mstep: Class 12 contains 5880 members 
Mstep: Class 13 contains 3369 members 
Mstep: Class 14 contains 5040 members 
Mstep: Class 15 contains 10168 members 
Mstep: Class 16 contains 17128 members 
Mstep: Class 17 contains 2781 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 10111 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8734 members 
Mstep: Class 23 contains 6022 members 
Mstep: Class 24 contains 6720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735281.000000 Penalty: 14378.957031
Iteration 155Q: 25 clusters Score -1.573528e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41485 members 
Mstep: Class 6 contains 55211 members 
Mstep: Class 7 contains 19441 members 
Mstep: Class 8 contains 2459 members 
Mstep: Class 9 contains 45920 members 
Mstep: Class 10 contains 143934 members 
Mstep: Class 11 contains 119814 members 
Mstep: Class 12 contains 5875 members 
Mstep: Class 13 contains 3374 members 
Mstep: Class 14 contains 5036 members 
Mstep: Class 15 contains 10172 members 
Mstep: Class 16 contains 17124 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 3995 members 
Mstep: Class 20 contains 10111 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8732 members 
Mstep: Class 23 contains 6019 members 
Mstep: Class 24 contains 6720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735293.000000 Penalty: 14378.957031
Iteration 156Q: 25 clusters Score -1.573529e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41482 members 
Mstep: Class 6 contains 55212 members 
Mstep: Class 7 contains 19486 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 45894 members 
Mstep: Class 10 contains 143928 members 
Mstep: Class 11 contains 119797 members 
Mstep: Class 12 contains 5874 members 
Mstep: Class 13 contains 3378 members 
Mstep: Class 14 contains 5037 members 
Mstep: Class 15 contains 10179 members 
Mstep: Class 16 contains 17122 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 3997 members 
Mstep: Class 20 contains 10111 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8730 members 
Mstep: Class 23 contains 6021 members 
Mstep: Class 24 contains 6717 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735308.000000 Penalty: 14378.957031
Iteration 157Q: 25 clusters Score -1.573531e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41482 members 
Mstep: Class 6 contains 55211 members 
Mstep: Class 7 contains 19531 members 
Mstep: Class 8 contains 2457 members 
Mstep: Class 9 contains 45855 members 
Mstep: Class 10 contains 143928 members 
Mstep: Class 11 contains 119786 members 
Mstep: Class 12 contains 5874 members 
Mstep: Class 13 contains 3381 members 
Mstep: Class 14 contains 5034 members 
Mstep: Class 15 contains 10189 members 
Mstep: Class 16 contains 17120 members 
Mstep: Class 17 contains 2783 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 3997 members 
Mstep: Class 20 contains 10111 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8730 members 
Mstep: Class 23 contains 6021 members 
Mstep: Class 24 contains 6716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735324.000000 Penalty: 14378.957031
Iteration 158Q: 25 clusters Score -1.573532e+07 nChanged 109
Entering ConstructFrom: 
Score: -15735324.000000 Penalty: 14378.957031
Entering ConstructFrom: 
Trying to split cluster 1 (4435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Entering Unmasked Estep 
Score: -144564.968750 Penalty: 382.076355
	Iteration 0F: 2 clusters Score -144565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -141488.078125 Penalty: 764.152710
	Iteration 0F: 3 clusters Score -141488.1 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -142758.796875 Penalty: 764.152710
	Iteration 1F: 3 clusters Score -142758.8 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -142887.187500 Penalty: 764.152710
	Iteration 2F: 3 clusters Score -142887.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -142985.156250 Penalty: 764.152710
	Iteration 3F: 3 clusters Score -142985.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -143061.375000 Penalty: 764.152710
	Iteration 4Q: 3 clusters Score -143061.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -143169.390625 Penalty: 764.152710
	Iteration 5Q: 3 clusters Score -143169.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -143289.812500 Penalty: 764.152710
	Iteration 6Q: 3 clusters Score -143289.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -143422.859375 Penalty: 764.152710
	Iteration 7Q: 3 clusters Score -143422.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -143560.312500 Penalty: 764.152710
	Iteration 8Q: 3 clusters Score -143560.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -143667.437500 Penalty: 764.152710
	Iteration 9Q: 3 clusters Score -143667.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -143728.421875 Penalty: 764.152710
	Iteration 10Q: 3 clusters Score -143728.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -143753.000000 Penalty: 764.152710
	Iteration 11Q: 3 clusters Score -143753 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -143777.437500 Penalty: 764.152710
	Iteration 12Q: 3 clusters Score -143777.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -143798.437500 Penalty: 764.152710
	Iteration 13Q: 3 clusters Score -143798.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -143821.078125 Penalty: 764.152710
	Iteration 14Q: 3 clusters Score -143821.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -143841.375000 Penalty: 764.152710
	Iteration 15Q: 3 clusters Score -143841.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -143864.781250 Penalty: 764.152710
	Iteration 16Q: 3 clusters Score -143864.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -143900.015625 Penalty: 764.152710
	Iteration 17Q: 3 clusters Score -143900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -143945.281250 Penalty: 764.152710
	Iteration 18Q: 3 clusters Score -143945.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -143986.515625 Penalty: 764.152710
	Iteration 19Q: 3 clusters Score -143986.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -144009.468750 Penalty: 764.152710
	Iteration 20F: 3 clusters Score -144009.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -144021.562500 Penalty: 764.152710
	Iteration 21Q: 3 clusters Score -144021.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -144032.062500 Penalty: 764.152710
	Iteration 22Q: 3 clusters Score -144032.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -144040.515625 Penalty: 764.152710
	Iteration 23Q: 3 clusters Score -144040.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -144048.500000 Penalty: 764.152710
	Iteration 24Q: 3 clusters Score -144048.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -144061.937500 Penalty: 764.152710
	Iteration 25Q: 3 clusters Score -144061.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -144072.703125 Penalty: 764.152710
	Iteration 26Q: 3 clusters Score -144072.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -144078.062500 Penalty: 764.152710
	Iteration 27Q: 3 clusters Score -144078.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -144081.328125 Penalty: 764.152710
	Iteration 28Q: 3 clusters Score -144081.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -144084.234375 Penalty: 764.152710
	Iteration 29Q: 3 clusters Score -144084.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -144086.359375 Penalty: 764.152710
	Iteration 30Q: 3 clusters Score -144086.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -144091.046875 Penalty: 764.152710
	Iteration 31Q: 3 clusters Score -144091 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -144097.187500 Penalty: 764.152710
	Iteration 32Q: 3 clusters Score -144097.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -144103.171875 Penalty: 764.152710
	Iteration 33Q: 3 clusters Score -144103.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -144109.328125 Penalty: 764.152710
	Iteration 34Q: 3 clusters Score -144109.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -144112.937500 Penalty: 764.152710
	Iteration 35Q: 3 clusters Score -144112.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -144116.062500 Penalty: 764.152710
	Iteration 36Q: 3 clusters Score -144116.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -144119.609375 Penalty: 764.152710
	Iteration 37Q: 3 clusters Score -144119.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -144124.828125 Penalty: 764.152710
	Iteration 38Q: 3 clusters Score -144124.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -144132.546875 Penalty: 764.152710
	Iteration 39Q: 3 clusters Score -144132.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -144138.671875 Penalty: 764.152710
	Iteration 40F: 3 clusters Score -144138.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -144141.281250 Penalty: 764.152710
	Iteration 41Q: 3 clusters Score -144141.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -144143.671875 Penalty: 764.152710
	Iteration 42Q: 3 clusters Score -144143.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -144144.921875 Penalty: 764.152710
	Iteration 43Q: 3 clusters Score -144144.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -144146.656250 Penalty: 764.152710
	Iteration 44Q: 3 clusters Score -144146.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -144147.140625 Penalty: 764.152710
	Iteration 45Q: 3 clusters Score -144147.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -144147.546875 Penalty: 764.152710
	Iteration 46Q: 3 clusters Score -144147.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -144149.062500 Penalty: 764.152710
	Iteration 47Q: 3 clusters Score -144149.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -144150.125000 Penalty: 764.152710
	Iteration 48Q: 3 clusters Score -144150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -144152.062500 Penalty: 764.152710
	Iteration 49Q: 3 clusters Score -144152.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -144153.406250 Penalty: 764.152710
	Iteration 50Q: 3 clusters Score -144153.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -144154.578125 Penalty: 764.152710
	Iteration 51Q: 3 clusters Score -144154.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -144154.953125 Penalty: 764.152710
	Iteration 52Q: 3 clusters Score -144155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -144155.250000 Penalty: 764.152710
	Iteration 53Q: 3 clusters Score -144155.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -144155.062500 Penalty: 764.152710
	Iteration 54Q: 3 clusters Score -144155.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -144155.671875 Penalty: 764.152710
	Iteration 55Q: 3 clusters Score -144155.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -144156.937500 Penalty: 764.152710
	Iteration 56Q: 3 clusters Score -144156.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -144157.562500 Penalty: 764.152710
	Iteration 57Q: 3 clusters Score -144157.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -144157.750000 Penalty: 764.152710
	Iteration 58Q: 3 clusters Score -144157.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -144157.750000 Penalty: 764.152710
	Iteration 59F: 3 clusters Score -144157.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Entering Unmasked Estep 
Score: -30025.361328 Penalty: 310.607819
	Iteration 0F: 2 clusters Score -30025.36 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -29242.218750 Penalty: 621.215637
	Iteration 0F: 3 clusters Score -29242.22 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -29464.111328 Penalty: 621.215637
	Iteration 1F: 3 clusters Score -29464.11 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -29515.193359 Penalty: 621.215637
	Iteration 2F: 3 clusters Score -29515.19 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -29557.304688 Penalty: 621.215637
	Iteration 3F: 3 clusters Score -29557.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -29584.791016 Penalty: 621.215637
	Iteration 4Q: 3 clusters Score -29584.79 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -29611.359375 Penalty: 621.215637
	Iteration 5Q: 3 clusters Score -29611.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29632.238281 Penalty: 621.215637
	Iteration 6Q: 3 clusters Score -29632.24 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -29655.863281 Penalty: 621.215637
	Iteration 7Q: 3 clusters Score -29655.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29685.232422 Penalty: 621.215637
	Iteration 8Q: 3 clusters Score -29685.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -29709.839844 Penalty: 621.215637
	Iteration 9Q: 3 clusters Score -29709.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -29725.509766 Penalty: 621.215637
	Iteration 10Q: 3 clusters Score -29725.51 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -29734.906250 Penalty: 621.215637
	Iteration 11Q: 3 clusters Score -29734.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -29738.914062 Penalty: 621.215637
	Iteration 12Q: 3 clusters Score -29738.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29740.087891 Penalty: 621.215637
	Iteration 13Q: 3 clusters Score -29740.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -29740.087891 Penalty: 621.215637
	Iteration 14F: 3 clusters Score -29740.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Entering Unmasked Estep 
Score: -118096.023438 Penalty: 377.322357
	Iteration 0F: 2 clusters Score -118096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -115365.273438 Penalty: 754.644714
	Iteration 0F: 3 clusters Score -115365.3 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -116469.859375 Penalty: 754.644714
	Iteration 1F: 3 clusters Score -116469.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -116622.062500 Penalty: 754.644714
	Iteration 2F: 3 clusters Score -116622.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -116728.125000 Penalty: 754.644714
	Iteration 3F: 3 clusters Score -116728.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -116816.726562 Penalty: 754.644714
	Iteration 4Q: 3 clusters Score -116816.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -116908.195312 Penalty: 754.644714
	Iteration 5Q: 3 clusters Score -116908.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -117018.750000 Penalty: 754.644714
	Iteration 6Q: 3 clusters Score -117018.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -117140.648438 Penalty: 754.644714
	Iteration 7Q: 3 clusters Score -117140.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -117217.601562 Penalty: 754.644714
	Iteration 8Q: 3 clusters Score -117217.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -117277.953125 Penalty: 754.644714
	Iteration 9Q: 3 clusters Score -117278 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -117327.460938 Penalty: 754.644714
	Iteration 10Q: 3 clusters Score -117327.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -117351.023438 Penalty: 754.644714
	Iteration 11Q: 3 clusters Score -117351 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -117367.992188 Penalty: 754.644714
	Iteration 12Q: 3 clusters Score -117368 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -117382.148438 Penalty: 754.644714
	Iteration 13Q: 3 clusters Score -117382.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -117395.703125 Penalty: 754.644714
	Iteration 14Q: 3 clusters Score -117395.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -117406.015625 Penalty: 754.644714
	Iteration 15Q: 3 clusters Score -117406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -117414.093750 Penalty: 754.644714
	Iteration 16Q: 3 clusters Score -117414.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -117423.945312 Penalty: 754.644714
	Iteration 17Q: 3 clusters Score -117423.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -117434.882812 Penalty: 754.644714
	Iteration 18Q: 3 clusters Score -117434.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -117445.851562 Penalty: 754.644714
	Iteration 19Q: 3 clusters Score -117445.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -117460.781250 Penalty: 754.644714
	Iteration 20F: 3 clusters Score -117460.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -117479.289062 Penalty: 754.644714
	Iteration 21Q: 3 clusters Score -117479.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -117494.781250 Penalty: 754.644714
	Iteration 22Q: 3 clusters Score -117494.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -117511.062500 Penalty: 754.644714
	Iteration 23Q: 3 clusters Score -117511.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -117525.671875 Penalty: 754.644714
	Iteration 24Q: 3 clusters Score -117525.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -117538.687500 Penalty: 754.644714
	Iteration 25Q: 3 clusters Score -117538.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -117548.148438 Penalty: 754.644714
	Iteration 26Q: 3 clusters Score -117548.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -117554.023438 Penalty: 754.644714
	Iteration 27Q: 3 clusters Score -117554 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -117559.945312 Penalty: 754.644714
	Iteration 28Q: 3 clusters Score -117559.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -117564.382812 Penalty: 754.644714
	Iteration 29Q: 3 clusters Score -117564.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -117569.648438 Penalty: 754.644714
	Iteration 30Q: 3 clusters Score -117569.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -117571.835938 Penalty: 754.644714
	Iteration 31Q: 3 clusters Score -117571.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -117575.023438 Penalty: 754.644714
	Iteration 32Q: 3 clusters Score -117575 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -117577.460938 Penalty: 754.644714
	Iteration 33Q: 3 clusters Score -117577.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -117579.531250 Penalty: 754.644714
	Iteration 34Q: 3 clusters Score -117579.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -117581.101562 Penalty: 754.644714
	Iteration 35Q: 3 clusters Score -117581.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -117583.210938 Penalty: 754.644714
	Iteration 36Q: 3 clusters Score -117583.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -117585.343750 Penalty: 754.644714
	Iteration 37Q: 3 clusters Score -117585.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -117586.968750 Penalty: 754.644714
	Iteration 38Q: 3 clusters Score -117587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -117588.656250 Penalty: 754.644714
	Iteration 39Q: 3 clusters Score -117588.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -117590.289062 Penalty: 754.644714
	Iteration 40F: 3 clusters Score -117590.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -117592.367188 Penalty: 754.644714
	Iteration 41Q: 3 clusters Score -117592.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -117594.562500 Penalty: 754.644714
	Iteration 42Q: 3 clusters Score -117594.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -117596.210938 Penalty: 754.644714
	Iteration 43Q: 3 clusters Score -117596.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -117598.500000 Penalty: 754.644714
	Iteration 44Q: 3 clusters Score -117598.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -117601.460938 Penalty: 754.644714
	Iteration 45Q: 3 clusters Score -117601.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -117603.882812 Penalty: 754.644714
	Iteration 46Q: 3 clusters Score -117603.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -117606.531250 Penalty: 754.644714
	Iteration 47Q: 3 clusters Score -117606.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -117609.101562 Penalty: 754.644714
	Iteration 48Q: 3 clusters Score -117609.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -117611.101562 Penalty: 754.644714
	Iteration 49Q: 3 clusters Score -117611.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -117612.679688 Penalty: 754.644714
	Iteration 50Q: 3 clusters Score -117612.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -117613.820312 Penalty: 754.644714
	Iteration 51Q: 3 clusters Score -117613.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -117614.796875 Penalty: 754.644714
	Iteration 52Q: 3 clusters Score -117614.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -117615.945312 Penalty: 754.644714
	Iteration 53Q: 3 clusters Score -117615.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -117617.125000 Penalty: 754.644714
	Iteration 54Q: 3 clusters Score -117617.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -117618.898438 Penalty: 754.644714
	Iteration 55Q: 3 clusters Score -117618.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -117620.773438 Penalty: 754.644714
	Iteration 56Q: 3 clusters Score -117620.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -117623.007812 Penalty: 754.644714
	Iteration 57Q: 3 clusters Score -117623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -117627.109375 Penalty: 754.644714
	Iteration 58Q: 3 clusters Score -117627.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -117631.093750 Penalty: 754.644714
	Iteration 59Q: 3 clusters Score -117631.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -117637.304688 Penalty: 754.644714
	Iteration 60F: 3 clusters Score -117637.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -117641.664062 Penalty: 754.644714
	Iteration 61Q: 3 clusters Score -117641.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -117648.070312 Penalty: 754.644714
	Iteration 62Q: 3 clusters Score -117648.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -117651.765625 Penalty: 754.644714
	Iteration 63Q: 3 clusters Score -117651.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -117656.304688 Penalty: 754.644714
	Iteration 64Q: 3 clusters Score -117656.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -117662.664062 Penalty: 754.644714
	Iteration 65Q: 3 clusters Score -117662.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -117669.273438 Penalty: 754.644714
	Iteration 66Q: 3 clusters Score -117669.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -117674.187500 Penalty: 754.644714
	Iteration 67Q: 3 clusters Score -117674.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -117677.953125 Penalty: 754.644714
	Iteration 68Q: 3 clusters Score -117678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -117682.078125 Penalty: 754.644714
	Iteration 69Q: 3 clusters Score -117682.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -117687.687500 Penalty: 754.644714
	Iteration 70Q: 3 clusters Score -117687.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -117695.664062 Penalty: 754.644714
	Iteration 71Q: 3 clusters Score -117695.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -117704.226562 Penalty: 754.644714
	Iteration 72Q: 3 clusters Score -117704.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -117715.812500 Penalty: 754.644714
	Iteration 73Q: 3 clusters Score -117715.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -117730.859375 Penalty: 754.644714
	Iteration 74Q: 3 clusters Score -117730.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -117737.742188 Penalty: 754.644714
	Iteration 75Q: 3 clusters Score -117737.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -117744.281250 Penalty: 754.644714
	Iteration 76Q: 3 clusters Score -117744.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -117748.921875 Penalty: 754.644714
	Iteration 77Q: 3 clusters Score -117748.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -117756.312500 Penalty: 754.644714
	Iteration 78Q: 3 clusters Score -117756.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -117765.140625 Penalty: 754.644714
	Iteration 79Q: 3 clusters Score -117765.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -117773.765625 Penalty: 754.644714
	Iteration 80F: 3 clusters Score -117773.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -117779.460938 Penalty: 754.644714
	Iteration 81Q: 3 clusters Score -117779.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -117782.460938 Penalty: 754.644714
	Iteration 82Q: 3 clusters Score -117782.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -117783.250000 Penalty: 754.644714
	Iteration 83Q: 3 clusters Score -117783.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -117783.859375 Penalty: 754.644714
	Iteration 84Q: 3 clusters Score -117783.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -117783.820312 Penalty: 754.644714
	Iteration 85Q: 3 clusters Score -117783.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -117784.406250 Penalty: 754.644714
	Iteration 86Q: 3 clusters Score -117784.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -117784.406250 Penalty: 754.644714
	Iteration 87F: 3 clusters Score -117784.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -11645.936523 Penalty: 280.142548
	Iteration 0F: 2 clusters Score -11645.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11221.763672 Penalty: 560.285095
	Iteration 0F: 3 clusters Score -11221.76 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -11398.060547 Penalty: 560.285095
	Iteration 1F: 3 clusters Score -11398.06 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -11457.721680 Penalty: 560.285095
	Iteration 2F: 3 clusters Score -11457.72 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -11510.937500 Penalty: 560.285095
	Iteration 3F: 3 clusters Score -11510.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -11551.169922 Penalty: 560.285095
	Iteration 4Q: 3 clusters Score -11551.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -11564.619141 Penalty: 560.285095
	Iteration 5Q: 3 clusters Score -11564.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11573.277344 Penalty: 560.285095
	Iteration 6Q: 3 clusters Score -11573.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -11576.273438 Penalty: 560.285095
	Iteration 7Q: 3 clusters Score -11576.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11578.620117 Penalty: 560.285095
	Iteration 8Q: 3 clusters Score -11578.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11585.713867 Penalty: 560.285095
	Iteration 9Q: 3 clusters Score -11585.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -11585.713867 Penalty: 560.285095
	Iteration 10F: 3 clusters Score -11585.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41480 members 
Entering Unmasked Estep 
Score: -1325500.875000 Penalty: 483.799988
	Iteration 0F: 2 clusters Score -1325501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 20757 members 
Entering Unmasked Estep 
Score: -1297705.375000 Penalty: 967.599976
	Iteration 0F: 3 clusters Score -1297705 nChanged 19944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -1309602.750000 Penalty: 967.599976
	Iteration 1F: 3 clusters Score -1309603 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20617 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -1310343.125000 Penalty: 967.599976
	Iteration 2Q: 3 clusters Score -1310343 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -1311260.125000 Penalty: 967.599976
	Iteration 3F: 3 clusters Score -1311260 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -1312302.625000 Penalty: 967.599976
	Iteration 4F: 3 clusters Score -1312303 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -1313422.875000 Penalty: 967.599976
	Iteration 5F: 3 clusters Score -1313423 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -1314625.250000 Penalty: 967.599976
	Iteration 6F: 3 clusters Score -1314625 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -1315781.625000 Penalty: 967.599976
	Iteration 7F: 3 clusters Score -1315782 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -1316968.250000 Penalty: 967.599976
	Iteration 8Q: 3 clusters Score -1316968 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -1317999.875000 Penalty: 967.599976
	Iteration 9Q: 3 clusters Score -1318000 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -1318676.375000 Penalty: 967.599976
	Iteration 10Q: 3 clusters Score -1318676 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -1319068.875000 Penalty: 967.599976
	Iteration 11Q: 3 clusters Score -1319069 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -1319316.875000 Penalty: 967.599976
	Iteration 12Q: 3 clusters Score -1319317 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -1319527.625000 Penalty: 967.599976
	Iteration 13Q: 3 clusters Score -1319528 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24729 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1319741.875000 Penalty: 967.599976
	Iteration 14Q: 3 clusters Score -1319742 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -1319967.125000 Penalty: 967.599976
	Iteration 15Q: 3 clusters Score -1319967 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -1320230.750000 Penalty: 967.599976
	Iteration 16Q: 3 clusters Score -1320231 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25987 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -1320514.000000 Penalty: 967.599976
	Iteration 17Q: 3 clusters Score -1320514 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26400 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -1320832.125000 Penalty: 967.599976
	Iteration 18Q: 3 clusters Score -1320832 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1321136.125000 Penalty: 967.599976
	Iteration 19Q: 3 clusters Score -1321136 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -1321456.875000 Penalty: 967.599976
	Iteration 20F: 3 clusters Score -1321457 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1321761.000000 Penalty: 967.599976
	Iteration 21Q: 3 clusters Score -1321761 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -1322052.000000 Penalty: 967.599976
	Iteration 22Q: 3 clusters Score -1322052 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -1322368.375000 Penalty: 967.599976
	Iteration 23Q: 3 clusters Score -1322368 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28330 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -1322639.750000 Penalty: 967.599976
	Iteration 24Q: 3 clusters Score -1322640 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1322852.500000 Penalty: 967.599976
	Iteration 25Q: 3 clusters Score -1322852 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1323034.375000 Penalty: 967.599976
	Iteration 26Q: 3 clusters Score -1323034 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1323167.875000 Penalty: 967.599976
	Iteration 27Q: 3 clusters Score -1323168 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1323280.000000 Penalty: 967.599976
	Iteration 28Q: 3 clusters Score -1323280 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29361 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -1323363.500000 Penalty: 967.599976
	Iteration 29Q: 3 clusters Score -1323364 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1323425.625000 Penalty: 967.599976
	Iteration 30Q: 3 clusters Score -1323426 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -1323474.750000 Penalty: 967.599976
	Iteration 31Q: 3 clusters Score -1323475 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29921 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -1323518.750000 Penalty: 967.599976
	Iteration 32Q: 3 clusters Score -1323519 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1323554.000000 Penalty: 967.599976
	Iteration 33Q: 3 clusters Score -1323554 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30282 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1323582.000000 Penalty: 967.599976
	Iteration 34Q: 3 clusters Score -1323582 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1323606.250000 Penalty: 967.599976
	Iteration 35Q: 3 clusters Score -1323606 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1323623.250000 Penalty: 967.599976
	Iteration 36Q: 3 clusters Score -1323623 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30708 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1323635.500000 Penalty: 967.599976
	Iteration 37Q: 3 clusters Score -1323636 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1323651.625000 Penalty: 967.599976
	Iteration 38Q: 3 clusters Score -1323652 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30928 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1323650.625000 Penalty: 967.599976
	Iteration 39Q: 3 clusters Score -1323651 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1323663.750000 Penalty: 967.599976
	Iteration 40F: 3 clusters Score -1323664 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1323670.250000 Penalty: 967.599976
	Iteration 41Q: 3 clusters Score -1323670 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1323675.625000 Penalty: 967.599976
	Iteration 42Q: 3 clusters Score -1323676 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1323682 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1323685 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1323691.750000 Penalty: 967.599976
	Iteration 45Q: 3 clusters Score -1323692 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -1323700 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1323705.375000 Penalty: 967.599976
	Iteration 47Q: 3 clusters Score -1323705 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1323707 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1323710.125000 Penalty: 967.599976
	Iteration 49Q: 3 clusters Score -1323710 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -1323715.875000 Penalty: 967.599976
	Iteration 50Q: 3 clusters Score -1323716 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1323724.125000 Penalty: 967.599976
	Iteration 51Q: 3 clusters Score -1323724 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 9643 members 
Entering Unmasked Estep 
Score: -1323725.625000 Penalty: 967.599976
	Iteration 52Q: 3 clusters Score -1323726 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31891 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1323728.875000 Penalty: 967.599976
	Iteration 53Q: 3 clusters Score -1323729 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -1323730.750000 Penalty: 967.599976
	Iteration 54Q: 3 clusters Score -1323731 nChanged 39
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Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -1323731 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1323732 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1323732.250000 Penalty: 967.599976
	Iteration 57Q: 3 clusters Score -1323732 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32094 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1323734.625000 Penalty: 967.599976
	Iteration 58Q: 3 clusters Score -1323735 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32143 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1323738.125000 Penalty: 967.599976
	Iteration 59Q: 3 clusters Score -1323738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32183 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1323739.500000 Penalty: 967.599976
	Iteration 60F: 3 clusters Score -1323740 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -1323745 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -1323748 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1323748 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1323746.875000 Penalty: 967.599976
	Iteration 64Q: 3 clusters Score -1323747 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -1323753 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1323749 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32450 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -1323750 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 8991 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -1323750 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -1323752 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32558 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1323755 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32592 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1323756 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1323754 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32674 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1323757 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1323761 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 8743 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1323761 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32771 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1323760 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1323764 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1323766 nChanged 30
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Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1323760 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1323762.000000 Penalty: 967.599976
	Iteration 80F: 3 clusters Score -1323762 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32955 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1323766 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1323768 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33041 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1323770 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33077 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1323769 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33122 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1323772 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1323780 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1323785 nChanged 46
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Mstep: Class 1 contains 33255 members 
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1323789 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1323795 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33332 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1323800 nChanged 56
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33386 members 
Mstep: Class 2 contains 8094 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1323804 nChanged 57
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Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1323806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1323809 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
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Entering Unmasked Estep 
Score: -1323812.250000 Penalty: 967.599976
	Iteration 94Q: 3 clusters Score -1323812 nChanged 44
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33577 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1323811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1323811 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33634 members 
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Entering Unmasked Estep 
Score: -1323814.125000 Penalty: 967.599976
	Iteration 97Q: 3 clusters Score -1323814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33661 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1323815.000000 Penalty: 967.599976
	Iteration 98Q: 3 clusters Score -1323815 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33689 members 
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Entering Unmasked Estep 
Score: -1323817.750000 Penalty: 967.599976
	Iteration 99Q: 3 clusters Score -1323818 nChanged 26
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33715 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1323819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1323822 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1323823 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1323818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1323819 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1323821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1323821 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1323819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33925 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1323825.750000 Penalty: 967.599976
	Iteration 108Q: 3 clusters Score -1323826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1323833.250000 Penalty: 967.599976
	Iteration 109Q: 3 clusters Score -1323833 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -1323834.625000 Penalty: 967.599976
	Iteration 110Q: 3 clusters Score -1323835 nChanged 38
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34036 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1323836.875000 Penalty: 967.599976
	Iteration 111Q: 3 clusters Score -1323837 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34057 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -1323841.125000 Penalty: 967.599976
	Iteration 112Q: 3 clusters Score -1323841 nChanged 23
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Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -1323843.250000 Penalty: 967.599976
	Iteration 113Q: 3 clusters Score -1323843 nChanged 27
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -1323844.750000 Penalty: 967.599976
	Iteration 114Q: 3 clusters Score -1323845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1323844 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1323844 nChanged 25
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1323841 nChanged 21
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1323838.125000 Penalty: 967.599976
	Iteration 118Q: 3 clusters Score -1323838 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34216 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1323842 nChanged 36
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Mstep: Class 1 contains 34252 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1323844.000000 Penalty: 967.599976
	Iteration 120F: 3 clusters Score -1323844 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34294 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1323849 nChanged 50
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Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1323854 nChanged 54
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Mstep: Class 1 contains 34392 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1323856 nChanged 54
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Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1323858 nChanged 58
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Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1323857 nChanged 80
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Mstep: Class 1 contains 34584 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1323866 nChanged 106
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Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1323885 nChanged 107
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Mstep: Class 1 contains 34783 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1323896.875000 Penalty: 967.599976
	Iteration 128Q: 3 clusters Score -1323897 nChanged 128
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Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1323920 nChanged 132
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Mstep: Class 1 contains 35031 members 
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Entering Unmasked Estep 
Score: -1323941.500000 Penalty: 967.599976
	Iteration 130Q: 3 clusters Score -1323942 nChanged 145
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Mstep: Class 1 contains 35172 members 
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1323964 nChanged 136
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Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1323990.625000 Penalty: 967.599976
	Iteration 132Q: 3 clusters Score -1323991 nChanged 152
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Mstep: Class 1 contains 35446 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -1324024 nChanged 165
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Mstep: Class 1 contains 35603 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1324058.000000 Penalty: 967.599976
	Iteration 134Q: 3 clusters Score -1324058 nChanged 186
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1324102 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1324152.625000 Penalty: 967.599976
	Iteration 136Q: 3 clusters Score -1324153 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1324197.750000 Penalty: 967.599976
	Iteration 137Q: 3 clusters Score -1324198 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1324244.875000 Penalty: 967.599976
	Iteration 138Q: 3 clusters Score -1324245 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1324294.625000 Penalty: 967.599976
	Iteration 139Q: 3 clusters Score -1324295 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -1324350.625000 Penalty: 967.599976
	Iteration 140F: 3 clusters Score -1324351 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1324411.000000 Penalty: 967.599976
	Iteration 141Q: 3 clusters Score -1324411 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37153 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1324463.625000 Penalty: 967.599976
	Iteration 142Q: 3 clusters Score -1324464 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37376 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1324521.750000 Penalty: 967.599976
	Iteration 143Q: 3 clusters Score -1324522 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1324577.500000 Penalty: 967.599976
	Iteration 144Q: 3 clusters Score -1324578 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -1324626 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1324683 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1324743.125000 Penalty: 967.599976
	Iteration 147Q: 3 clusters Score -1324743 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38357 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -1324796.875000 Penalty: 967.599976
	Iteration 148Q: 3 clusters Score -1324797 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1324838.500000 Penalty: 967.599976
	Iteration 149Q: 3 clusters Score -1324838 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1324892.125000 Penalty: 967.599976
	Iteration 150Q: 3 clusters Score -1324892 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38864 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1324938.625000 Penalty: 967.599976
	Iteration 151Q: 3 clusters Score -1324939 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -1324970.750000 Penalty: 967.599976
	Iteration 152Q: 3 clusters Score -1324971 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39139 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1325008.000000 Penalty: 967.599976
	Iteration 153Q: 3 clusters Score -1325008 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -1325044 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39390 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -1325079 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1325110.250000 Penalty: 967.599976
	Iteration 156Q: 3 clusters Score -1325110 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39586 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1325126.875000 Penalty: 967.599976
	Iteration 157Q: 3 clusters Score -1325127 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39657 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1325147.375000 Penalty: 967.599976
	Iteration 158Q: 3 clusters Score -1325147 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1325157.875000 Penalty: 967.599976
	Iteration 159Q: 3 clusters Score -1325158 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1325169.250000 Penalty: 967.599976
	Iteration 160F: 3 clusters Score -1325169 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1325183.375000 Penalty: 967.599976
	Iteration 161Q: 3 clusters Score -1325183 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39926 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1325191.625000 Penalty: 967.599976
	Iteration 162Q: 3 clusters Score -1325192 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39986 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1325198.625000 Penalty: 967.599976
	Iteration 163Q: 3 clusters Score -1325199 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40039 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1325212.375000 Penalty: 967.599976
	Iteration 164Q: 3 clusters Score -1325212 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40087 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1325225.250000 Penalty: 967.599976
	Iteration 165Q: 3 clusters Score -1325225 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1325230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40156 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1325234.000000 Penalty: 967.599976
	Iteration 167Q: 3 clusters Score -1325234 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1325243.750000 Penalty: 967.599976
	Iteration 168Q: 3 clusters Score -1325244 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1325253.750000 Penalty: 967.599976
	Iteration 169Q: 3 clusters Score -1325254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1325259.750000 Penalty: 967.599976
	Iteration 170Q: 3 clusters Score -1325260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40287 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1325269.250000 Penalty: 967.599976
	Iteration 171Q: 3 clusters Score -1325269 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1325277.000000 Penalty: 967.599976
	Iteration 172Q: 3 clusters Score -1325277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1325285.875000 Penalty: 967.599976
	Iteration 173Q: 3 clusters Score -1325286 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1325289.250000 Penalty: 967.599976
	Iteration 174Q: 3 clusters Score -1325289 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1325288.000000 Penalty: 967.599976
	Iteration 175Q: 3 clusters Score -1325288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1325289.125000 Penalty: 967.599976
	Iteration 176Q: 3 clusters Score -1325289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1325288.875000 Penalty: 967.599976
	Iteration 177Q: 3 clusters Score -1325289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1325285.500000 Penalty: 967.599976
	Iteration 178Q: 3 clusters Score -1325286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -1325288 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40374 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1325287.500000 Penalty: 967.599976
	Iteration 180F: 3 clusters Score -1325288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55210 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 55210 members 
Entering Unmasked Estep 
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	Iteration 0F: 2 clusters Score -1696383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27648 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -1659055.500000 Penalty: 993.619873
	Iteration 0F: 3 clusters Score -1659056 nChanged 26761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1675843 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 29302 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1676870 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1677838 nChanged 2653
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1678840 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -1679842.750000 Penalty: 993.619873
	Iteration 5Q: 3 clusters Score -1679843 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 33260 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1680774 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -1681725.500000 Penalty: 993.619873
	Iteration 7Q: 3 clusters Score -1681726 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 36730 members 
Entering Unmasked Estep 
Score: -1682807.875000 Penalty: 993.619873
	Iteration 8Q: 3 clusters Score -1682808 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 39014 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -1684127 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 41597 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1685831 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -1687877.750000 Penalty: 993.619873
	Iteration 11F: 3 clusters Score -1687878 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -1689995.500000 Penalty: 993.619873
	Iteration 12Q: 3 clusters Score -1689996 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 49195 members 
Entering Unmasked Estep 
Score: -1691880.000000 Penalty: 993.619873
	Iteration 13Q: 3 clusters Score -1691880 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 50868 members 
Entering Unmasked Estep 
Score: -1693316.125000 Penalty: 993.619873
	Iteration 14Q: 3 clusters Score -1693316 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -1694285.625000 Penalty: 993.619873
	Iteration 15Q: 3 clusters Score -1694286 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -1694913.625000 Penalty: 993.619873
	Iteration 16Q: 3 clusters Score -1694914 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -1695284.875000 Penalty: 993.619873
	Iteration 17Q: 3 clusters Score -1695285 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 53515 members 
Entering Unmasked Estep 
Score: -1695500.500000 Penalty: 993.619873
	Iteration 18Q: 3 clusters Score -1695500 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 53747 members 
Entering Unmasked Estep 
Score: -1695643.500000 Penalty: 993.619873
	Iteration 19Q: 3 clusters Score -1695644 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 53923 members 
Entering Unmasked Estep 
Score: -1695759.375000 Penalty: 993.619873
	Iteration 20F: 3 clusters Score -1695759 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 54060 members 
Entering Unmasked Estep 
Score: -1695861.375000 Penalty: 993.619873
	Iteration 21Q: 3 clusters Score -1695861 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 54154 members 
Entering Unmasked Estep 
Score: -1695925.000000 Penalty: 993.619873
	Iteration 22Q: 3 clusters Score -1695925 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 54217 members 
Entering Unmasked Estep 
Score: -1695967.375000 Penalty: 993.619873
	Iteration 23Q: 3 clusters Score -1695967 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 54259 members 
Entering Unmasked Estep 
Score: -1696003.125000 Penalty: 993.619873
	Iteration 24Q: 3 clusters Score -1696003 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
Score: -1696024.625000 Penalty: 993.619873
	Iteration 25Q: 3 clusters Score -1696025 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 54331 members 
Entering Unmasked Estep 
Score: -1696054.000000 Penalty: 993.619873
	Iteration 26Q: 3 clusters Score -1696054 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 54348 members 
Entering Unmasked Estep 
Score: -1696079.375000 Penalty: 993.619873
	Iteration 27Q: 3 clusters Score -1696079 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 54369 members 
Entering Unmasked Estep 
Score: -1696103.125000 Penalty: 993.619873
	Iteration 28Q: 3 clusters Score -1696103 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 54393 members 
Entering Unmasked Estep 
Score: -1696123.625000 Penalty: 993.619873
	Iteration 29Q: 3 clusters Score -1696124 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 54409 members 
Entering Unmasked Estep 
Score: -1696146.125000 Penalty: 993.619873
	Iteration 30Q: 3 clusters Score -1696146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -1696168.125000 Penalty: 993.619873
	Iteration 31Q: 3 clusters Score -1696168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 54429 members 
Entering Unmasked Estep 
Score: -1696176.125000 Penalty: 993.619873
	Iteration 32Q: 3 clusters Score -1696176 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 54437 members 
Entering Unmasked Estep 
Score: -1696178.125000 Penalty: 993.619873
	Iteration 33Q: 3 clusters Score -1696178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 54441 members 
Entering Unmasked Estep 
Score: -1696179.125000 Penalty: 993.619873
	Iteration 34Q: 3 clusters Score -1696179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -1696183.250000 Penalty: 993.619873
	Iteration 35Q: 3 clusters Score -1696183 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 54455 members 
Entering Unmasked Estep 
Score: -1696185.250000 Penalty: 993.619873
	Iteration 36Q: 3 clusters Score -1696185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -1696185.250000 Penalty: 993.619873
	Iteration 37Q: 3 clusters Score -1696185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -1696187.750000 Penalty: 993.619873
	Iteration 38Q: 3 clusters Score -1696188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 54460 members 
Entering Unmasked Estep 
Score: -1696188.000000 Penalty: 993.619873
	Iteration 39Q: 3 clusters Score -1696188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 54461 members 
Entering Unmasked Estep 
Score: -1696189.750000 Penalty: 993.619873
	Iteration 40F: 3 clusters Score -1696190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -1696190.750000 Penalty: 993.619873
	Iteration 41Q: 3 clusters Score -1696191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -1696189.875000 Penalty: 993.619873
	Iteration 42Q: 3 clusters Score -1696190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -1696192.125000 Penalty: 993.619873
	Iteration 43Q: 3 clusters Score -1696192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 54453 members 
Entering Unmasked Estep 
Score: -1696193.500000 Penalty: 993.619873
	Iteration 44Q: 3 clusters Score -1696194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -1696193.875000 Penalty: 993.619873
	Iteration 45Q: 3 clusters Score -1696194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 54456 members 
Entering Unmasked Estep 
Score: -1696194.000000 Penalty: 993.619873
	Iteration 46Q: 3 clusters Score -1696194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -1696194.375000 Penalty: 993.619873
	Iteration 47Q: 3 clusters Score -1696194 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 54457 members 
Entering Unmasked Estep 
Score: -1696194.375000 Penalty: 993.619873
	Iteration 48F: 3 clusters Score -1696194 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Entering Unmasked Estep 
Score: -661853.812500 Penalty: 449.659302
	Iteration 0F: 2 clusters Score -661853.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -648752.000000 Penalty: 899.318604
	Iteration 0F: 3 clusters Score -648752 nChanged 9324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 9107 members 
Entering Unmasked Estep 
Score: -654061.062500 Penalty: 899.318604
	Iteration 1F: 3 clusters Score -654061.1 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -654281.375000 Penalty: 899.318604
	Iteration 2Q: 3 clusters Score -654281.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -654576.687500 Penalty: 899.318604
	Iteration 3Q: 3 clusters Score -654576.7 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -655046.187500 Penalty: 899.318604
	Iteration 4Q: 3 clusters Score -655046.2 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -655876.375000 Penalty: 899.318604
	Iteration 5F: 3 clusters Score -655876.4 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -657081.687500 Penalty: 899.318604
	Iteration 6F: 3 clusters Score -657081.7 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -658619.750000 Penalty: 899.318604
	Iteration 7F: 3 clusters Score -658619.8 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -659919.312500 Penalty: 899.318604
	Iteration 8F: 3 clusters Score -659919.3 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -660784.187500 Penalty: 899.318604
	Iteration 9Q: 3 clusters Score -660784.2 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -661166.937500 Penalty: 899.318604
	Iteration 10Q: 3 clusters Score -661166.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -661327.375000 Penalty: 899.318604
	Iteration 11Q: 3 clusters Score -661327.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -661389.687500 Penalty: 899.318604
	Iteration 12Q: 3 clusters Score -661389.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -661427.375000 Penalty: 899.318604
	Iteration 13Q: 3 clusters Score -661427.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -661447.437500 Penalty: 899.318604
	Iteration 14Q: 3 clusters Score -661447.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -661459.750000 Penalty: 899.318604
	Iteration 15Q: 3 clusters Score -661459.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -661472.375000 Penalty: 899.318604
	Iteration 16Q: 3 clusters Score -661472.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -661476.375000 Penalty: 899.318604
	Iteration 17Q: 3 clusters Score -661476.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -661477.187500 Penalty: 899.318604
	Iteration 18Q: 3 clusters Score -661477.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -661477.187500 Penalty: 899.318604
	Iteration 19F: 3 clusters Score -661477.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2458 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Entering Unmasked Estep 
Score: -74125.382812 Penalty: 355.223206
	Iteration 0F: 2 clusters Score -74125.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -72403.703125 Penalty: 710.446411
	Iteration 0F: 3 clusters Score -72403.7 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -72998.101562 Penalty: 710.446411
	Iteration 1F: 3 clusters Score -72998.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -73062.820312 Penalty: 710.446411
	Iteration 2F: 3 clusters Score -73062.82 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -73114.906250 Penalty: 710.446411
	Iteration 3Q: 3 clusters Score -73114.91 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -73172.328125 Penalty: 710.446411
	Iteration 4Q: 3 clusters Score -73172.33 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -73228.945312 Penalty: 710.446411
	Iteration 5Q: 3 clusters Score -73228.95 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -73328.953125 Penalty: 710.446411
	Iteration 6Q: 3 clusters Score -73328.95 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -73460.250000 Penalty: 710.446411
	Iteration 7F: 3 clusters Score -73460.25 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -73571.992188 Penalty: 710.446411
	Iteration 8F: 3 clusters Score -73571.99 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -73639.671875 Penalty: 710.446411
	Iteration 9Q: 3 clusters Score -73639.67 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -73683.742188 Penalty: 710.446411
	Iteration 10Q: 3 clusters Score -73683.74 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -73716.695312 Penalty: 710.446411
	Iteration 11Q: 3 clusters Score -73716.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -73739.554688 Penalty: 710.446411
	Iteration 12Q: 3 clusters Score -73739.55 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -73759.695312 Penalty: 710.446411
	Iteration 13Q: 3 clusters Score -73759.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -73775.968750 Penalty: 710.446411
	Iteration 14Q: 3 clusters Score -73775.97 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -73792.890625 Penalty: 710.446411
	Iteration 15Q: 3 clusters Score -73792.89 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -73802.046875 Penalty: 710.446411
	Iteration 16Q: 3 clusters Score -73802.05 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -73809.820312 Penalty: 710.446411
	Iteration 17Q: 3 clusters Score -73809.82 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -73817.945312 Penalty: 710.446411
	Iteration 18Q: 3 clusters Score -73817.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -73826.718750 Penalty: 710.446411
	Iteration 19Q: 3 clusters Score -73826.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -73829.976562 Penalty: 710.446411
	Iteration 20F: 3 clusters Score -73829.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -73832.367188 Penalty: 710.446411
	Iteration 21Q: 3 clusters Score -73832.37 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -73834.562500 Penalty: 710.446411
	Iteration 22Q: 3 clusters Score -73834.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -73836.390625 Penalty: 710.446411
	Iteration 23Q: 3 clusters Score -73836.39 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -73837.890625 Penalty: 710.446411
	Iteration 24Q: 3 clusters Score -73837.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -73839.500000 Penalty: 710.446411
	Iteration 25Q: 3 clusters Score -73839.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -73840.562500 Penalty: 710.446411
	Iteration 26Q: 3 clusters Score -73840.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -73842.601562 Penalty: 710.446411
	Iteration 27Q: 3 clusters Score -73842.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -73844.531250 Penalty: 710.446411
	Iteration 28Q: 3 clusters Score -73844.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -73845.804688 Penalty: 710.446411
	Iteration 29Q: 3 clusters Score -73845.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -73848.132812 Penalty: 710.446411
	Iteration 30Q: 3 clusters Score -73848.13 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -73849.812500 Penalty: 710.446411
	Iteration 31Q: 3 clusters Score -73849.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -73851.179688 Penalty: 710.446411
	Iteration 32Q: 3 clusters Score -73851.18 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -73852.273438 Penalty: 710.446411
	Iteration 33Q: 3 clusters Score -73852.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -73853.710938 Penalty: 710.446411
	Iteration 34Q: 3 clusters Score -73853.71 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -73855.156250 Penalty: 710.446411
	Iteration 35Q: 3 clusters Score -73855.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -73856.109375 Penalty: 710.446411
	Iteration 36Q: 3 clusters Score -73856.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -73856.398438 Penalty: 710.446411
	Iteration 37Q: 3 clusters Score -73856.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -73856.593750 Penalty: 710.446411
	Iteration 38Q: 3 clusters Score -73856.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -73856.539062 Penalty: 710.446411
	Iteration 39Q: 3 clusters Score -73856.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -73856.703125 Penalty: 710.446411
	Iteration 40F: 3 clusters Score -73856.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -73856.703125 Penalty: 710.446411
	Iteration 41Q: 3 clusters Score -73856.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -73856.703125 Penalty: 710.446411
	Iteration 42F: 3 clusters Score -73856.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45806 members 
Entering Unmasked Estep 
Score: -1425539.750000 Penalty: 488.313751
	Iteration 0F: 2 clusters Score -1425540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22984 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -1394943.250000 Penalty: 976.627502
	Iteration 0F: 3 clusters Score -1394943 nChanged 22257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25457 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -1409069.500000 Penalty: 976.627502
	Iteration 1F: 3 clusters Score -1409070 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -1410451.000000 Penalty: 976.627502
	Iteration 2F: 3 clusters Score -1410451 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -1412416.000000 Penalty: 976.627502
	Iteration 3F: 3 clusters Score -1412416 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1414943.875000 Penalty: 976.627502
	Iteration 4F: 3 clusters Score -1414944 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -1417745.250000 Penalty: 976.627502
	Iteration 5F: 3 clusters Score -1417745 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36957 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1419998.125000 Penalty: 976.627502
	Iteration 6F: 3 clusters Score -1419998 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38310 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1421460.000000 Penalty: 976.627502
	Iteration 7Q: 3 clusters Score -1421460 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39267 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1422318.625000 Penalty: 976.627502
	Iteration 8Q: 3 clusters Score -1422319 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40038 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1422905.250000 Penalty: 976.627502
	Iteration 9Q: 3 clusters Score -1422905 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1423290.750000 Penalty: 976.627502
	Iteration 10Q: 3 clusters Score -1423291 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1423580.500000 Penalty: 976.627502
	Iteration 11Q: 3 clusters Score -1423580 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1423824.750000 Penalty: 976.627502
	Iteration 12Q: 3 clusters Score -1423825 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1424035.750000 Penalty: 976.627502
	Iteration 13Q: 3 clusters Score -1424036 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42600 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1424206.250000 Penalty: 976.627502
	Iteration 14Q: 3 clusters Score -1424206 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42966 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1424364.125000 Penalty: 976.627502
	Iteration 15Q: 3 clusters Score -1424364 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43270 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1424496.375000 Penalty: 976.627502
	Iteration 16Q: 3 clusters Score -1424496 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1424602.125000 Penalty: 976.627502
	Iteration 17Q: 3 clusters Score -1424602 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1424689.375000 Penalty: 976.627502
	Iteration 18Q: 3 clusters Score -1424689 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43939 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1424753.125000 Penalty: 976.627502
	Iteration 19Q: 3 clusters Score -1424753 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1424806.875000 Penalty: 976.627502
	Iteration 20F: 3 clusters Score -1424807 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1424864.625000 Penalty: 976.627502
	Iteration 21Q: 3 clusters Score -1424865 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1424913.500000 Penalty: 976.627502
	Iteration 22Q: 3 clusters Score -1424914 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1424953.750000 Penalty: 976.627502
	Iteration 23Q: 3 clusters Score -1424954 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1424981.625000 Penalty: 976.627502
	Iteration 24Q: 3 clusters Score -1424982 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1425010.500000 Penalty: 976.627502
	Iteration 25Q: 3 clusters Score -1425010 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1425037.875000 Penalty: 976.627502
	Iteration 26Q: 3 clusters Score -1425038 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1425056.250000 Penalty: 976.627502
	Iteration 27Q: 3 clusters Score -1425056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1425073.375000 Penalty: 976.627502
	Iteration 28Q: 3 clusters Score -1425073 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44976 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1425104.000000 Penalty: 976.627502
	Iteration 29Q: 3 clusters Score -1425104 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45026 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1425123.250000 Penalty: 976.627502
	Iteration 30Q: 3 clusters Score -1425123 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45071 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1425142.875000 Penalty: 976.627502
	Iteration 31Q: 3 clusters Score -1425143 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1425154.875000 Penalty: 976.627502
	Iteration 32Q: 3 clusters Score -1425155 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1425160.250000 Penalty: 976.627502
	Iteration 33Q: 3 clusters Score -1425160 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45158 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -1425174.250000 Penalty: 976.627502
	Iteration 34Q: 3 clusters Score -1425174 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -1425180.500000 Penalty: 976.627502
	Iteration 35Q: 3 clusters Score -1425180 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1425183.750000 Penalty: 976.627502
	Iteration 36Q: 3 clusters Score -1425184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1425184.875000 Penalty: 976.627502
	Iteration 37Q: 3 clusters Score -1425185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1425189.250000 Penalty: 976.627502
	Iteration 38Q: 3 clusters Score -1425189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -1425192.250000 Penalty: 976.627502
	Iteration 39Q: 3 clusters Score -1425192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1425192.000000 Penalty: 976.627502
	Iteration 40F: 3 clusters Score -1425192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1425192.625000 Penalty: 976.627502
	Iteration 41Q: 3 clusters Score -1425193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45236 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1425193.500000 Penalty: 976.627502
	Iteration 42Q: 3 clusters Score -1425194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1425194.250000 Penalty: 976.627502
	Iteration 43Q: 3 clusters Score -1425194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1425196.750000 Penalty: 976.627502
	Iteration 44Q: 3 clusters Score -1425197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1425195.750000 Penalty: 976.627502
	Iteration 45Q: 3 clusters Score -1425196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1425198.875000 Penalty: 976.627502
	Iteration 46Q: 3 clusters Score -1425199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45272 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1425198.875000 Penalty: 976.627502
	Iteration 47Q: 3 clusters Score -1425199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1425199.875000 Penalty: 976.627502
	Iteration 48Q: 3 clusters Score -1425200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1425200.125000 Penalty: 976.627502
	Iteration 49Q: 3 clusters Score -1425200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1425199.375000 Penalty: 976.627502
	Iteration 50Q: 3 clusters Score -1425199 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1425201.125000 Penalty: 976.627502
	Iteration 51Q: 3 clusters Score -1425201 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1425202.625000 Penalty: 976.627502
	Iteration 52Q: 3 clusters Score -1425203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45285 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1425203.250000 Penalty: 976.627502
	Iteration 53Q: 3 clusters Score -1425203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1425202.750000 Penalty: 976.627502
	Iteration 54Q: 3 clusters Score -1425203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1425202.875000 Penalty: 976.627502
	Iteration 55Q: 3 clusters Score -1425203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1425202.875000 Penalty: 976.627502
	Iteration 56Q: 3 clusters Score -1425203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45293 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1425202.625000 Penalty: 976.627502
	Iteration 57Q: 3 clusters Score -1425203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1425203.750000 Penalty: 976.627502
	Iteration 58Q: 3 clusters Score -1425204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1425204.875000 Penalty: 976.627502
	Iteration 59Q: 3 clusters Score -1425205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45295 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1425204.375000 Penalty: 976.627502
	Iteration 60F: 3 clusters Score -1425204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1425204.750000 Penalty: 976.627502
	Iteration 61Q: 3 clusters Score -1425205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45296 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1425204.750000 Penalty: 976.627502
	Iteration 62F: 3 clusters Score -1425205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143920 members 
Entering Unmasked Estep 
Score: -4796895.000000 Penalty: 540.404114
	Iteration 0F: 2 clusters Score -4796895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72190 members 
Mstep: Class 2 contains 71730 members 
Entering Unmasked Estep 
Score: -4699372.500000 Penalty: 1080.808228
	Iteration 0F: 3 clusters Score -4699372 nChanged 70656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85684 members 
Mstep: Class 2 contains 58236 members 
Entering Unmasked Estep 
Score: -4748119.500000 Penalty: 1080.808228
	Iteration 1F: 3 clusters Score -4748120 nChanged 10951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93499 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -4754432.500000 Penalty: 1080.808228
	Iteration 2F: 3 clusters Score -4754432 nChanged 10860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101801 members 
Mstep: Class 2 contains 42119 members 
Entering Unmasked Estep 
Score: -4761245.000000 Penalty: 1080.808228
	Iteration 3F: 3 clusters Score -4761245 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110055 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -4767989.500000 Penalty: 1080.808228
	Iteration 4F: 3 clusters Score -4767990 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118089 members 
Mstep: Class 2 contains 25831 members 
Entering Unmasked Estep 
Score: -4774758.000000 Penalty: 1080.808228
	Iteration 5F: 3 clusters Score -4774758 nChanged 7363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125266 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -4781102.000000 Penalty: 1080.808228
	Iteration 6F: 3 clusters Score -4781102 nChanged 5797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131031 members 
Mstep: Class 2 contains 12889 members 
Entering Unmasked Estep 
Score: -4786275.500000 Penalty: 1080.808228
	Iteration 7Q: 3 clusters Score -4786276 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135065 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -4789827.500000 Penalty: 1080.808228
	Iteration 8Q: 3 clusters Score -4789828 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137761 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -4792208.500000 Penalty: 1080.808228
	Iteration 9Q: 3 clusters Score -4792208 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139467 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -4793659.000000 Penalty: 1080.808228
	Iteration 10Q: 3 clusters Score -4793659 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140664 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4794621.000000 Penalty: 1080.808228
	Iteration 11Q: 3 clusters Score -4794621 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141470 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4795174.000000 Penalty: 1080.808228
	Iteration 12Q: 3 clusters Score -4795174 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142073 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -4795559.000000 Penalty: 1080.808228
	Iteration 13Q: 3 clusters Score -4795559 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142510 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -4795829.500000 Penalty: 1080.808228
	Iteration 14Q: 3 clusters Score -4795830 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142823 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4796038.500000 Penalty: 1080.808228
	Iteration 15Q: 3 clusters Score -4796038 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143030 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -4796165.000000 Penalty: 1080.808228
	Iteration 16Q: 3 clusters Score -4796165 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143173 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -4796225.000000 Penalty: 1080.808228
	Iteration 17Q: 3 clusters Score -4796225 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143285 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -4796286.000000 Penalty: 1080.808228
	Iteration 18Q: 3 clusters Score -4796286 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143364 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -4796314.000000 Penalty: 1080.808228
	Iteration 19Q: 3 clusters Score -4796314 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143422 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -4796347.500000 Penalty: 1080.808228
	Iteration 20F: 3 clusters Score -4796348 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143470 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -4796367.500000 Penalty: 1080.808228
	Iteration 21Q: 3 clusters Score -4796368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143505 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4796370.500000 Penalty: 1080.808228
	Iteration 22Q: 3 clusters Score -4796370 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143532 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -4796384.500000 Penalty: 1080.808228
	Iteration 23Q: 3 clusters Score -4796384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143553 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -4796390.500000 Penalty: 1080.808228
	Iteration 24Q: 3 clusters Score -4796390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143567 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -4796390.500000 Penalty: 1080.808228
	Iteration 25Q: 3 clusters Score -4796390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143579 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4796393.000000 Penalty: 1080.808228
	Iteration 26Q: 3 clusters Score -4796393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143589 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4796398.000000 Penalty: 1080.808228
	Iteration 27Q: 3 clusters Score -4796398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143595 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4796406.000000 Penalty: 1080.808228
	Iteration 28Q: 3 clusters Score -4796406 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143603 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -4796406.000000 Penalty: 1080.808228
	Iteration 29Q: 3 clusters Score -4796406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143605 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4796406.500000 Penalty: 1080.808228
	Iteration 30Q: 3 clusters Score -4796406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143610 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4796407.500000 Penalty: 1080.808228
	Iteration 31Q: 3 clusters Score -4796408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143612 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -4796411.000000 Penalty: 1080.808228
	Iteration 32Q: 3 clusters Score -4796411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143616 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4796410.000000 Penalty: 1080.808228
	Iteration 33Q: 3 clusters Score -4796410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143617 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4796411.500000 Penalty: 1080.808228
	Iteration 34Q: 3 clusters Score -4796412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143617 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4796411.500000 Penalty: 1080.808228
	Iteration 35F: 3 clusters Score -4796412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (119776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119776 members 
Entering Unmasked Estep 
Score: -3944794.250000 Penalty: 532.048706
	Iteration 0F: 2 clusters Score -3944794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59811 members 
Mstep: Class 2 contains 59965 members 
Entering Unmasked Estep 
Score: -3863696.750000 Penalty: 1064.097412
	Iteration 0F: 3 clusters Score -3863697 nChanged 58544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57869 members 
Mstep: Class 2 contains 61907 members 
Entering Unmasked Estep 
Score: -3899831.750000 Penalty: 1064.097412
	Iteration 1F: 3 clusters Score -3899832 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56838 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -3901932.750000 Penalty: 1064.097412
	Iteration 2Q: 3 clusters Score -3901933 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55570 members 
Mstep: Class 2 contains 64206 members 
Entering Unmasked Estep 
Score: -3904548.750000 Penalty: 1064.097412
	Iteration 3Q: 3 clusters Score -3904549 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54115 members 
Mstep: Class 2 contains 65661 members 
Entering Unmasked Estep 
Score: -3907976.750000 Penalty: 1064.097412
	Iteration 4F: 3 clusters Score -3907977 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52847 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -3912054.000000 Penalty: 1064.097412
	Iteration 5F: 3 clusters Score -3912054 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52092 members 
Mstep: Class 2 contains 67684 members 
Entering Unmasked Estep 
Score: -3916310.750000 Penalty: 1064.097412
	Iteration 6F: 3 clusters Score -3916311 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 68099 members 
Entering Unmasked Estep 
Score: -3920047.750000 Penalty: 1064.097412
	Iteration 7F: 3 clusters Score -3920048 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 68388 members 
Entering Unmasked Estep 
Score: -3922293.000000 Penalty: 1064.097412
	Iteration 8Q: 3 clusters Score -3922293 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51042 members 
Mstep: Class 2 contains 68734 members 
Entering Unmasked Estep 
Score: -3923120.750000 Penalty: 1064.097412
	Iteration 9Q: 3 clusters Score -3923121 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50572 members 
Mstep: Class 2 contains 69204 members 
Entering Unmasked Estep 
Score: -3923452.500000 Penalty: 1064.097412
	Iteration 10Q: 3 clusters Score -3923452 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 69796 members 
Entering Unmasked Estep 
Score: -3923633.500000 Penalty: 1064.097412
	Iteration 11Q: 3 clusters Score -3923634 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49307 members 
Mstep: Class 2 contains 70469 members 
Entering Unmasked Estep 
Score: -3923795.250000 Penalty: 1064.097412
	Iteration 12Q: 3 clusters Score -3923795 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 71268 members 
Entering Unmasked Estep 
Score: -3924007.250000 Penalty: 1064.097412
	Iteration 13Q: 3 clusters Score -3924007 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47605 members 
Mstep: Class 2 contains 72171 members 
Entering Unmasked Estep 
Score: -3924229.250000 Penalty: 1064.097412
	Iteration 14Q: 3 clusters Score -3924229 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 73242 members 
Entering Unmasked Estep 
Score: -3924480.500000 Penalty: 1064.097412
	Iteration 15Q: 3 clusters Score -3924480 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45380 members 
Mstep: Class 2 contains 74396 members 
Entering Unmasked Estep 
Score: -3924728.000000 Penalty: 1064.097412
	Iteration 16Q: 3 clusters Score -3924728 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 75550 members 
Entering Unmasked Estep 
Score: -3924965.250000 Penalty: 1064.097412
	Iteration 17Q: 3 clusters Score -3924965 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42921 members 
Mstep: Class 2 contains 76855 members 
Entering Unmasked Estep 
Score: -3925275.000000 Penalty: 1064.097412
	Iteration 18Q: 3 clusters Score -3925275 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 78245 members 
Entering Unmasked Estep 
Score: -3925597.750000 Penalty: 1064.097412
	Iteration 19Q: 3 clusters Score -3925598 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 79767 members 
Entering Unmasked Estep 
Score: -3925906.000000 Penalty: 1064.097412
	Iteration 20F: 3 clusters Score -3925906 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38416 members 
Mstep: Class 2 contains 81360 members 
Entering Unmasked Estep 
Score: -3926257.500000 Penalty: 1064.097412
	Iteration 21Q: 3 clusters Score -3926258 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36652 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -3926709.500000 Penalty: 1064.097412
	Iteration 22Q: 3 clusters Score -3926710 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 85050 members 
Entering Unmasked Estep 
Score: -3927233.750000 Penalty: 1064.097412
	Iteration 23Q: 3 clusters Score -3927234 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 87092 members 
Entering Unmasked Estep 
Score: -3927839.750000 Penalty: 1064.097412
	Iteration 24Q: 3 clusters Score -3927840 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 89255 members 
Entering Unmasked Estep 
Score: -3928512.000000 Penalty: 1064.097412
	Iteration 25Q: 3 clusters Score -3928512 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 91501 members 
Entering Unmasked Estep 
Score: -3929239.250000 Penalty: 1064.097412
	Iteration 26Q: 3 clusters Score -3929239 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25876 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -3930148.000000 Penalty: 1064.097412
	Iteration 27Q: 3 clusters Score -3930148 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 96497 members 
Entering Unmasked Estep 
Score: -3931176.250000 Penalty: 1064.097412
	Iteration 28Q: 3 clusters Score -3931176 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20641 members 
Mstep: Class 2 contains 99135 members 
Entering Unmasked Estep 
Score: -3932356.750000 Penalty: 1064.097412
	Iteration 29Q: 3 clusters Score -3932357 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 101765 members 
Entering Unmasked Estep 
Score: -3933564.250000 Penalty: 1064.097412
	Iteration 30Q: 3 clusters Score -3933564 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 104255 members 
Entering Unmasked Estep 
Score: -3934795.250000 Penalty: 1064.097412
	Iteration 31Q: 3 clusters Score -3934795 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 106663 members 
Entering Unmasked Estep 
Score: -3936069.000000 Penalty: 1064.097412
	Iteration 32Q: 3 clusters Score -3936069 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 109025 members 
Entering Unmasked Estep 
Score: -3937437.500000 Penalty: 1064.097412
	Iteration 33Q: 3 clusters Score -3937438 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 111158 members 
Entering Unmasked Estep 
Score: -3938713.000000 Penalty: 1064.097412
	Iteration 34Q: 3 clusters Score -3938713 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 113055 members 
Entering Unmasked Estep 
Score: -3939880.250000 Penalty: 1064.097412
	Iteration 35Q: 3 clusters Score -3939880 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 114758 members 
Entering Unmasked Estep 
Score: -3941030.750000 Penalty: 1064.097412
	Iteration 36Q: 3 clusters Score -3941031 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 116166 members 
Entering Unmasked Estep 
Score: -3941980.250000 Penalty: 1064.097412
	Iteration 37Q: 3 clusters Score -3941980 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 117296 members 
Entering Unmasked Estep 
Score: -3942750.750000 Penalty: 1064.097412
	Iteration 38Q: 3 clusters Score -3942751 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 118100 members 
Entering Unmasked Estep 
Score: -3943299.000000 Penalty: 1064.097412
	Iteration 39Q: 3 clusters Score -3943299 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 118656 members 
Entering Unmasked Estep 
Score: -3943689.250000 Penalty: 1064.097412
	Iteration 40F: 3 clusters Score -3943689 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 119043 members 
Entering Unmasked Estep 
Score: -3943946.750000 Penalty: 1064.097412
	Iteration 41Q: 3 clusters Score -3943947 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 119273 members 
Entering Unmasked Estep 
Score: -3944088.500000 Penalty: 1064.097412
	Iteration 42Q: 3 clusters Score -3944088 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 119409 members 
Entering Unmasked Estep 
Score: -3944160.750000 Penalty: 1064.097412
	Iteration 43Q: 3 clusters Score -3944161 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 119496 members 
Entering Unmasked Estep 
Score: -3944214.750000 Penalty: 1064.097412
	Iteration 44Q: 3 clusters Score -3944215 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 119545 members 
Entering Unmasked Estep 
Score: -3944232.750000 Penalty: 1064.097412
	Iteration 45Q: 3 clusters Score -3944233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 119581 members 
Entering Unmasked Estep 
Score: -3944265.500000 Penalty: 1064.097412
	Iteration 46Q: 3 clusters Score -3944266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 119606 members 
Entering Unmasked Estep 
Score: -3944278.000000 Penalty: 1064.097412
	Iteration 47Q: 3 clusters Score -3944278 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 119626 members 
Entering Unmasked Estep 
Score: -3944299.750000 Penalty: 1064.097412
	Iteration 48Q: 3 clusters Score -3944300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 119642 members 
Entering Unmasked Estep 
Score: -3944306.750000 Penalty: 1064.097412
	Iteration 49Q: 3 clusters Score -3944307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 119648 members 
Entering Unmasked Estep 
Score: -3944309.250000 Penalty: 1064.097412
	Iteration 50Q: 3 clusters Score -3944309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 119654 members 
Entering Unmasked Estep 
Score: -3944313.250000 Penalty: 1064.097412
	Iteration 51Q: 3 clusters Score -3944313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 119660 members 
Entering Unmasked Estep 
Score: -3944322.750000 Penalty: 1064.097412
	Iteration 52Q: 3 clusters Score -3944323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 119671 members 
Entering Unmasked Estep 
Score: -3944328.750000 Penalty: 1064.097412
	Iteration 53Q: 3 clusters Score -3944329 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 119676 members 
Entering Unmasked Estep 
Score: -3944331.250000 Penalty: 1064.097412
	Iteration 54Q: 3 clusters Score -3944331 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 119679 members 
Entering Unmasked Estep 
Score: -3944334.750000 Penalty: 1064.097412
	Iteration 55Q: 3 clusters Score -3944335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 119682 members 
Entering Unmasked Estep 
Score: -3944337.500000 Penalty: 1064.097412
	Iteration 56Q: 3 clusters Score -3944338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 119683 members 
Entering Unmasked Estep 
Score: -3944340.250000 Penalty: 1064.097412
	Iteration 57Q: 3 clusters Score -3944340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 119686 members 
Entering Unmasked Estep 
Score: -3944343.250000 Penalty: 1064.097412
	Iteration 58Q: 3 clusters Score -3944343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119689 members 
Entering Unmasked Estep 
Score: -3944350.750000 Penalty: 1064.097412
	Iteration 59Q: 3 clusters Score -3944351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 119689 members 
Entering Unmasked Estep 
Score: -3944356.750000 Penalty: 1064.097412
	Iteration 60F: 3 clusters Score -3944357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119687 members 
Entering Unmasked Estep 
Score: -3944358.000000 Penalty: 1064.097412
	Iteration 61Q: 3 clusters Score -3944358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119687 members 
Entering Unmasked Estep 
Score: -3944358.000000 Penalty: 1064.097412
	Iteration 62F: 3 clusters Score -3944358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Entering Unmasked Estep 
Score: -175457.562500 Penalty: 394.846771
	Iteration 0F: 2 clusters Score -175457.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -171544.312500 Penalty: 789.693542
	Iteration 0F: 3 clusters Score -171544.3 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -173230.265625 Penalty: 789.693542
	Iteration 1F: 3 clusters Score -173230.3 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -173626.031250 Penalty: 789.693542
	Iteration 2F: 3 clusters Score -173626 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -174094.875000 Penalty: 789.693542
	Iteration 3F: 3 clusters Score -174094.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -174514.312500 Penalty: 789.693542
	Iteration 4F: 3 clusters Score -174514.3 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -174831.812500 Penalty: 789.693542
	Iteration 5F: 3 clusters Score -174831.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -175079.625000 Penalty: 789.693542
	Iteration 6Q: 3 clusters Score -175079.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -175196.343750 Penalty: 789.693542
	Iteration 7Q: 3 clusters Score -175196.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -175250.296875 Penalty: 789.693542
	Iteration 8Q: 3 clusters Score -175250.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -175290.093750 Penalty: 789.693542
	Iteration 9Q: 3 clusters Score -175290.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -175326.078125 Penalty: 789.693542
	Iteration 10Q: 3 clusters Score -175326.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -175358.593750 Penalty: 789.693542
	Iteration 11Q: 3 clusters Score -175358.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -175370.359375 Penalty: 789.693542
	Iteration 12Q: 3 clusters Score -175370.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -175381.609375 Penalty: 789.693542
	Iteration 13Q: 3 clusters Score -175381.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -175388.437500 Penalty: 789.693542
	Iteration 14Q: 3 clusters Score -175388.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -175391.781250 Penalty: 789.693542
	Iteration 15Q: 3 clusters Score -175391.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -175393.953125 Penalty: 789.693542
	Iteration 16Q: 3 clusters Score -175394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -175396.578125 Penalty: 789.693542
	Iteration 17Q: 3 clusters Score -175396.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -175397.171875 Penalty: 789.693542
	Iteration 18Q: 3 clusters Score -175397.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -175397.625000 Penalty: 789.693542
	Iteration 19Q: 3 clusters Score -175397.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -175397.875000 Penalty: 789.693542
	Iteration 20F: 3 clusters Score -175397.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -175398.171875 Penalty: 789.693542
	Iteration 21Q: 3 clusters Score -175398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -175398.171875 Penalty: 789.693542
	Iteration 22F: 3 clusters Score -175398.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Entering Unmasked Estep 
Score: -104051.242188 Penalty: 369.756592
	Iteration 0F: 2 clusters Score -104051.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -101732.679688 Penalty: 739.513184
	Iteration 0F: 3 clusters Score -101732.7 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -102607.054688 Penalty: 739.513184
	Iteration 1F: 3 clusters Score -102607.1 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -102762.648438 Penalty: 739.513184
	Iteration 2F: 3 clusters Score -102762.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -102907.320312 Penalty: 739.513184
	Iteration 3F: 3 clusters Score -102907.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -103015.718750 Penalty: 739.513184
	Iteration 4F: 3 clusters Score -103015.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -103099.234375 Penalty: 739.513184
	Iteration 5Q: 3 clusters Score -103099.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -103173.773438 Penalty: 739.513184
	Iteration 6Q: 3 clusters Score -103173.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -103246.664062 Penalty: 739.513184
	Iteration 7Q: 3 clusters Score -103246.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -103328.062500 Penalty: 739.513184
	Iteration 8Q: 3 clusters Score -103328.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -103394.632812 Penalty: 739.513184
	Iteration 9Q: 3 clusters Score -103394.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -103440.820312 Penalty: 739.513184
	Iteration 10Q: 3 clusters Score -103440.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -103473.484375 Penalty: 739.513184
	Iteration 11Q: 3 clusters Score -103473.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -103498.820312 Penalty: 739.513184
	Iteration 12Q: 3 clusters Score -103498.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -103518.273438 Penalty: 739.513184
	Iteration 13Q: 3 clusters Score -103518.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -103539.414062 Penalty: 739.513184
	Iteration 14Q: 3 clusters Score -103539.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -103555.812500 Penalty: 739.513184
	Iteration 15Q: 3 clusters Score -103555.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -103577.367188 Penalty: 739.513184
	Iteration 16Q: 3 clusters Score -103577.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -103602.187500 Penalty: 739.513184
	Iteration 17Q: 3 clusters Score -103602.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -103626.804688 Penalty: 739.513184
	Iteration 18Q: 3 clusters Score -103626.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -103645.078125 Penalty: 739.513184
	Iteration 19Q: 3 clusters Score -103645.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -103664.093750 Penalty: 739.513184
	Iteration 20F: 3 clusters Score -103664.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -103686.085938 Penalty: 739.513184
	Iteration 21Q: 3 clusters Score -103686.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -103701.570312 Penalty: 739.513184
	Iteration 22Q: 3 clusters Score -103701.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -103714.226562 Penalty: 739.513184
	Iteration 23Q: 3 clusters Score -103714.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -103730.632812 Penalty: 739.513184
	Iteration 24Q: 3 clusters Score -103730.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -103748.703125 Penalty: 739.513184
	Iteration 25Q: 3 clusters Score -103748.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -103766.695312 Penalty: 739.513184
	Iteration 26Q: 3 clusters Score -103766.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -103784.179688 Penalty: 739.513184
	Iteration 27Q: 3 clusters Score -103784.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -103800.054688 Penalty: 739.513184
	Iteration 28Q: 3 clusters Score -103800.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -103812.523438 Penalty: 739.513184
	Iteration 29Q: 3 clusters Score -103812.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -103823.960938 Penalty: 739.513184
	Iteration 30Q: 3 clusters Score -103824 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -103833.375000 Penalty: 739.513184
	Iteration 31Q: 3 clusters Score -103833.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -103837.609375 Penalty: 739.513184
	Iteration 32Q: 3 clusters Score -103837.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -103840.882812 Penalty: 739.513184
	Iteration 33Q: 3 clusters Score -103840.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -103845.148438 Penalty: 739.513184
	Iteration 34Q: 3 clusters Score -103845.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -103847.148438 Penalty: 739.513184
	Iteration 35Q: 3 clusters Score -103847.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -103850.648438 Penalty: 739.513184
	Iteration 36Q: 3 clusters Score -103850.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -103854.039062 Penalty: 739.513184
	Iteration 37Q: 3 clusters Score -103854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -103855.820312 Penalty: 739.513184
	Iteration 38Q: 3 clusters Score -103855.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -103857.460938 Penalty: 739.513184
	Iteration 39Q: 3 clusters Score -103857.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -103860.968750 Penalty: 739.513184
	Iteration 40F: 3 clusters Score -103861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -103863.406250 Penalty: 739.513184
	Iteration 41Q: 3 clusters Score -103863.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -103864.281250 Penalty: 739.513184
	Iteration 42Q: 3 clusters Score -103864.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -103865.609375 Penalty: 739.513184
	Iteration 43Q: 3 clusters Score -103865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -103866.312500 Penalty: 739.513184
	Iteration 44Q: 3 clusters Score -103866.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -103866.492188 Penalty: 739.513184
	Iteration 45Q: 3 clusters Score -103866.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -103867.164062 Penalty: 739.513184
	Iteration 46Q: 3 clusters Score -103867.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -103867.265625 Penalty: 739.513184
	Iteration 47Q: 3 clusters Score -103867.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -103867.265625 Penalty: 739.513184
	Iteration 48F: 3 clusters Score -103867.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (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: -147460.875000 Penalty: 387.849701
	Iteration 0F: 2 clusters Score -147460.9 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 2493 members 
Entering Unmasked Estep 
Score: -144082.625000 Penalty: 775.699402
	Iteration 0F: 3 clusters Score -144082.6 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -145477.750000 Penalty: 775.699402
	Iteration 1F: 3 clusters Score -145477.8 nChanged 324
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: -145678.265625 Penalty: 775.699402
	Iteration 2F: 3 clusters Score -145678.3 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -145903.140625 Penalty: 775.699402
	Iteration 3F: 3 clusters Score -145903.1 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -146133.062500 Penalty: 775.699402
	Iteration 4F: 3 clusters Score -146133.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -146295.406250 Penalty: 775.699402
	Iteration 5F: 3 clusters Score -146295.4 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -146435.843750 Penalty: 775.699402
	Iteration 6Q: 3 clusters Score -146435.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -146562.890625 Penalty: 775.699402
	Iteration 7Q: 3 clusters Score -146562.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -146674.703125 Penalty: 775.699402
	Iteration 8Q: 3 clusters Score -146674.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -146769.843750 Penalty: 775.699402
	Iteration 9Q: 3 clusters Score -146769.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -146843.609375 Penalty: 775.699402
	Iteration 10Q: 3 clusters Score -146843.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -146904.546875 Penalty: 775.699402
	Iteration 11Q: 3 clusters Score -146904.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -146942.593750 Penalty: 775.699402
	Iteration 12Q: 3 clusters Score -146942.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -146978.734375 Penalty: 775.699402
	Iteration 13Q: 3 clusters Score -146978.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -147013.156250 Penalty: 775.699402
	Iteration 14Q: 3 clusters Score -147013.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -147044.000000 Penalty: 775.699402
	Iteration 15Q: 3 clusters Score -147044 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -147065.921875 Penalty: 775.699402
	Iteration 16Q: 3 clusters Score -147065.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -147081.968750 Penalty: 775.699402
	Iteration 17Q: 3 clusters Score -147082 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -147098.921875 Penalty: 775.699402
	Iteration 18Q: 3 clusters Score -147098.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -147116.000000 Penalty: 775.699402
	Iteration 19Q: 3 clusters Score -147116 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -147133.484375 Penalty: 775.699402
	Iteration 20F: 3 clusters Score -147133.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -147149.359375 Penalty: 775.699402
	Iteration 21Q: 3 clusters Score -147149.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -147160.437500 Penalty: 775.699402
	Iteration 22Q: 3 clusters Score -147160.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -147171.796875 Penalty: 775.699402
	Iteration 23Q: 3 clusters Score -147171.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -147179.671875 Penalty: 775.699402
	Iteration 24Q: 3 clusters Score -147179.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -147187.375000 Penalty: 775.699402
	Iteration 25Q: 3 clusters Score -147187.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -147197.890625 Penalty: 775.699402
	Iteration 26Q: 3 clusters Score -147197.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -147206.687500 Penalty: 775.699402
	Iteration 27Q: 3 clusters Score -147206.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -147215.218750 Penalty: 775.699402
	Iteration 28Q: 3 clusters Score -147215.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -147219.796875 Penalty: 775.699402
	Iteration 29Q: 3 clusters Score -147219.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -147222.687500 Penalty: 775.699402
	Iteration 30Q: 3 clusters Score -147222.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -147225.218750 Penalty: 775.699402
	Iteration 31Q: 3 clusters Score -147225.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -147228.046875 Penalty: 775.699402
	Iteration 32Q: 3 clusters Score -147228 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -147231.281250 Penalty: 775.699402
	Iteration 33Q: 3 clusters Score -147231.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -147234.484375 Penalty: 775.699402
	Iteration 34Q: 3 clusters Score -147234.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -147238.062500 Penalty: 775.699402
	Iteration 35Q: 3 clusters Score -147238.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -147241.078125 Penalty: 775.699402
	Iteration 36Q: 3 clusters Score -147241.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -147242.843750 Penalty: 775.699402
	Iteration 37Q: 3 clusters Score -147242.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -147243.468750 Penalty: 775.699402
	Iteration 38Q: 3 clusters Score -147243.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -147244.406250 Penalty: 775.699402
	Iteration 39Q: 3 clusters Score -147244.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -147245.031250 Penalty: 775.699402
	Iteration 40F: 3 clusters Score -147245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -147245.187500 Penalty: 775.699402
	Iteration 41Q: 3 clusters Score -147245.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -147245.281250 Penalty: 775.699402
	Iteration 42Q: 3 clusters Score -147245.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -147245.562500 Penalty: 775.699402
	Iteration 43Q: 3 clusters Score -147245.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -147245.796875 Penalty: 775.699402
	Iteration 44Q: 3 clusters Score -147245.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -147246.578125 Penalty: 775.699402
	Iteration 45Q: 3 clusters Score -147246.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -147246.609375 Penalty: 775.699402
	Iteration 46Q: 3 clusters Score -147246.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -147246.593750 Penalty: 775.699402
	Iteration 47Q: 3 clusters Score -147246.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -147246.593750 Penalty: 775.699402
	Iteration 48F: 3 clusters Score -147246.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Entering Unmasked Estep 
Score: -332265.562500 Penalty: 419.958130
	Iteration 0F: 2 clusters Score -332265.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -325469.562500 Penalty: 839.916260
	Iteration 0F: 3 clusters Score -325469.6 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -328045.656250 Penalty: 839.916260
	Iteration 1F: 3 clusters Score -328045.7 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -328319.156250 Penalty: 839.916260
	Iteration 2F: 3 clusters Score -328319.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -328805.375000 Penalty: 839.916260
	Iteration 3F: 3 clusters Score -328805.4 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -329507.187500 Penalty: 839.916260
	Iteration 4F: 3 clusters Score -329507.2 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -330303.281250 Penalty: 839.916260
	Iteration 5F: 3 clusters Score -330303.3 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -331040.312500 Penalty: 839.916260
	Iteration 6F: 3 clusters Score -331040.3 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -331544.000000 Penalty: 839.916260
	Iteration 7Q: 3 clusters Score -331544 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -331853.437500 Penalty: 839.916260
	Iteration 8Q: 3 clusters Score -331853.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -332008.375000 Penalty: 839.916260
	Iteration 9Q: 3 clusters Score -332008.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -332075.625000 Penalty: 839.916260
	Iteration 10Q: 3 clusters Score -332075.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -332106.312500 Penalty: 839.916260
	Iteration 11Q: 3 clusters Score -332106.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -332121.593750 Penalty: 839.916260
	Iteration 12Q: 3 clusters Score -332121.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -332132.781250 Penalty: 839.916260
	Iteration 13Q: 3 clusters Score -332132.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -332140.406250 Penalty: 839.916260
	Iteration 14Q: 3 clusters Score -332140.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -332145.031250 Penalty: 839.916260
	Iteration 15Q: 3 clusters Score -332145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -332146.687500 Penalty: 839.916260
	Iteration 16Q: 3 clusters Score -332146.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -332147.687500 Penalty: 839.916260
	Iteration 17Q: 3 clusters Score -332147.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -332149.843750 Penalty: 839.916260
	Iteration 18Q: 3 clusters Score -332149.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -332150.312500 Penalty: 839.916260
	Iteration 19Q: 3 clusters Score -332150.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -332150.500000 Penalty: 839.916260
	Iteration 20F: 3 clusters Score -332150.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -332151.312500 Penalty: 839.916260
	Iteration 21Q: 3 clusters Score -332151.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -332151.312500 Penalty: 839.916260
	Iteration 22F: 3 clusters Score -332151.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Entering Unmasked Estep 
Score: -565844.375000 Penalty: 443.534149
	Iteration 0F: 2 clusters Score -565844.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -554491.875000 Penalty: 887.068298
	Iteration 0F: 3 clusters Score -554491.9 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -559196.687500 Penalty: 887.068298
	Iteration 1F: 3 clusters Score -559196.7 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -559475.812500 Penalty: 887.068298
	Iteration 2Q: 3 clusters Score -559475.8 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -559822.812500 Penalty: 887.068298
	Iteration 3Q: 3 clusters Score -559822.8 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -560276.062500 Penalty: 887.068298
	Iteration 4F: 3 clusters Score -560276.1 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -561001.125000 Penalty: 887.068298
	Iteration 5F: 3 clusters Score -561001.1 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -561934.125000 Penalty: 887.068298
	Iteration 6F: 3 clusters Score -561934.1 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13672 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -562810.625000 Penalty: 887.068298
	Iteration 7F: 3 clusters Score -562810.6 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -563464.125000 Penalty: 887.068298
	Iteration 8Q: 3 clusters Score -563464.1 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -563931.625000 Penalty: 887.068298
	Iteration 9Q: 3 clusters Score -563931.6 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -564285.687500 Penalty: 887.068298
	Iteration 10Q: 3 clusters Score -564285.7 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -564558.750000 Penalty: 887.068298
	Iteration 11Q: 3 clusters Score -564558.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -564786.562500 Penalty: 887.068298
	Iteration 12Q: 3 clusters Score -564786.6 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -564999.625000 Penalty: 887.068298
	Iteration 13Q: 3 clusters Score -564999.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -565164.125000 Penalty: 887.068298
	Iteration 14Q: 3 clusters Score -565164.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -565290.000000 Penalty: 887.068298
	Iteration 15Q: 3 clusters Score -565290 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -565361.937500 Penalty: 887.068298
	Iteration 16Q: 3 clusters Score -565361.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -565406.062500 Penalty: 887.068298
	Iteration 17Q: 3 clusters Score -565406.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -565434.937500 Penalty: 887.068298
	Iteration 18Q: 3 clusters Score -565434.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -565454.500000 Penalty: 887.068298
	Iteration 19Q: 3 clusters Score -565454.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -565471.562500 Penalty: 887.068298
	Iteration 20F: 3 clusters Score -565471.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -565479.750000 Penalty: 887.068298
	Iteration 21Q: 3 clusters Score -565479.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -565488.125000 Penalty: 887.068298
	Iteration 22Q: 3 clusters Score -565488.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -565492.312500 Penalty: 887.068298
	Iteration 23Q: 3 clusters Score -565492.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -565495.875000 Penalty: 887.068298
	Iteration 24Q: 3 clusters Score -565495.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -565495.875000 Penalty: 887.068298
	Iteration 25F: 3 clusters Score -565495.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Entering Unmasked Estep 
Score: -81283.460938 Penalty: 360.857117
	Iteration 0F: 2 clusters Score -81283.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -79342.054688 Penalty: 721.714233
	Iteration 0F: 3 clusters Score -79342.05 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -80029.328125 Penalty: 721.714233
	Iteration 1F: 3 clusters Score -80029.33 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -80116.742188 Penalty: 721.714233
	Iteration 2F: 3 clusters Score -80116.74 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -80179.882812 Penalty: 721.714233
	Iteration 3F: 3 clusters Score -80179.88 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -80255.414062 Penalty: 721.714233
	Iteration 4Q: 3 clusters Score -80255.41 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -80349.414062 Penalty: 721.714233
	Iteration 5F: 3 clusters Score -80349.41 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -80451.679688 Penalty: 721.714233
	Iteration 6F: 3 clusters Score -80451.68 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -80529.000000 Penalty: 721.714233
	Iteration 7Q: 3 clusters Score -80529 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -80582.492188 Penalty: 721.714233
	Iteration 8Q: 3 clusters Score -80582.49 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -80625.085938 Penalty: 721.714233
	Iteration 9Q: 3 clusters Score -80625.09 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -80665.164062 Penalty: 721.714233
	Iteration 10Q: 3 clusters Score -80665.16 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -80691.460938 Penalty: 721.714233
	Iteration 11Q: 3 clusters Score -80691.46 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -80708.164062 Penalty: 721.714233
	Iteration 12Q: 3 clusters Score -80708.16 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -80723.851562 Penalty: 721.714233
	Iteration 13Q: 3 clusters Score -80723.85 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -80736.773438 Penalty: 721.714233
	Iteration 14Q: 3 clusters Score -80736.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -80744.843750 Penalty: 721.714233
	Iteration 15Q: 3 clusters Score -80744.84 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -80753.421875 Penalty: 721.714233
	Iteration 16Q: 3 clusters Score -80753.42 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -80759.398438 Penalty: 721.714233
	Iteration 17Q: 3 clusters Score -80759.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -80769.015625 Penalty: 721.714233
	Iteration 18Q: 3 clusters Score -80769.02 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -80777.984375 Penalty: 721.714233
	Iteration 19Q: 3 clusters Score -80777.98 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -80788.375000 Penalty: 721.714233
	Iteration 20F: 3 clusters Score -80788.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -80798.234375 Penalty: 721.714233
	Iteration 21Q: 3 clusters Score -80798.23 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -80808.976562 Penalty: 721.714233
	Iteration 22Q: 3 clusters Score -80808.98 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -80814.515625 Penalty: 721.714233
	Iteration 23Q: 3 clusters Score -80814.52 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -80819.273438 Penalty: 721.714233
	Iteration 24Q: 3 clusters Score -80819.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -80823.640625 Penalty: 721.714233
	Iteration 25Q: 3 clusters Score -80823.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -80829.593750 Penalty: 721.714233
	Iteration 26Q: 3 clusters Score -80829.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -80835.953125 Penalty: 721.714233
	Iteration 27Q: 3 clusters Score -80835.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -80842.289062 Penalty: 721.714233
	Iteration 28Q: 3 clusters Score -80842.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -80851.875000 Penalty: 721.714233
	Iteration 29Q: 3 clusters Score -80851.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -80857.835938 Penalty: 721.714233
	Iteration 30Q: 3 clusters Score -80857.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -80864.171875 Penalty: 721.714233
	Iteration 31Q: 3 clusters Score -80864.17 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -80865.687500 Penalty: 721.714233
	Iteration 32Q: 3 clusters Score -80865.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -80867.992188 Penalty: 721.714233
	Iteration 33Q: 3 clusters Score -80867.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -80870.101562 Penalty: 721.714233
	Iteration 34Q: 3 clusters Score -80870.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -80871.968750 Penalty: 721.714233
	Iteration 35Q: 3 clusters Score -80871.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -80873.218750 Penalty: 721.714233
	Iteration 36Q: 3 clusters Score -80873.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -80874.765625 Penalty: 721.714233
	Iteration 37Q: 3 clusters Score -80874.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -80878.335938 Penalty: 721.714233
	Iteration 38Q: 3 clusters Score -80878.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -80882.117188 Penalty: 721.714233
	Iteration 39Q: 3 clusters Score -80882.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80885.859375 Penalty: 721.714233
	Iteration 40F: 3 clusters Score -80885.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -80887.875000 Penalty: 721.714233
	Iteration 41Q: 3 clusters Score -80887.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80888.500000 Penalty: 721.714233
	Iteration 42Q: 3 clusters Score -80888.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -80889.328125 Penalty: 721.714233
	Iteration 43Q: 3 clusters Score -80889.33 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -80893.679688 Penalty: 721.714233
	Iteration 44Q: 3 clusters Score -80893.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -80895.429688 Penalty: 721.714233
	Iteration 45Q: 3 clusters Score -80895.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -80896.609375 Penalty: 721.714233
	Iteration 46Q: 3 clusters Score -80896.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -80897.117188 Penalty: 721.714233
	Iteration 47Q: 3 clusters Score -80897.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -80897.304688 Penalty: 721.714233
	Iteration 48Q: 3 clusters Score -80897.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -80897.546875 Penalty: 721.714233
	Iteration 49Q: 3 clusters Score -80897.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80897.679688 Penalty: 721.714233
	Iteration 50Q: 3 clusters Score -80897.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -80897.679688 Penalty: 721.714233
	Iteration 51F: 3 clusters Score -80897.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Entering Unmasked Estep 
Score: -77470.539062 Penalty: 354.457855
	Iteration 0F: 2 clusters Score -77470.54 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -75786.250000 Penalty: 708.915710
	Iteration 0F: 3 clusters Score -75786.25 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -76449.515625 Penalty: 708.915710
	Iteration 1F: 3 clusters Score -76449.52 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -76594.914062 Penalty: 708.915710
	Iteration 2F: 3 clusters Score -76594.91 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -76702.500000 Penalty: 708.915710
	Iteration 3F: 3 clusters Score -76702.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -76791.523438 Penalty: 708.915710
	Iteration 4F: 3 clusters Score -76791.52 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -76853.179688 Penalty: 708.915710
	Iteration 5Q: 3 clusters Score -76853.18 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -76885.671875 Penalty: 708.915710
	Iteration 6Q: 3 clusters Score -76885.67 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -76901.171875 Penalty: 708.915710
	Iteration 7Q: 3 clusters Score -76901.17 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -76920.117188 Penalty: 708.915710
	Iteration 8Q: 3 clusters Score -76920.12 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -76931.679688 Penalty: 708.915710
	Iteration 9Q: 3 clusters Score -76931.68 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -76945.164062 Penalty: 708.915710
	Iteration 10Q: 3 clusters Score -76945.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -76960.687500 Penalty: 708.915710
	Iteration 11Q: 3 clusters Score -76960.69 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -76975.265625 Penalty: 708.915710
	Iteration 12Q: 3 clusters Score -76975.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -76984.179688 Penalty: 708.915710
	Iteration 13Q: 3 clusters Score -76984.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -76992.421875 Penalty: 708.915710
	Iteration 14Q: 3 clusters Score -76992.42 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -77000.531250 Penalty: 708.915710
	Iteration 15Q: 3 clusters Score -77000.53 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -77005.304688 Penalty: 708.915710
	Iteration 16Q: 3 clusters Score -77005.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -77011.281250 Penalty: 708.915710
	Iteration 17Q: 3 clusters Score -77011.28 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -77016.773438 Penalty: 708.915710
	Iteration 18Q: 3 clusters Score -77016.77 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -77021.070312 Penalty: 708.915710
	Iteration 19Q: 3 clusters Score -77021.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -77026.265625 Penalty: 708.915710
	Iteration 20F: 3 clusters Score -77026.27 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -77029.273438 Penalty: 708.915710
	Iteration 21Q: 3 clusters Score -77029.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -77032.625000 Penalty: 708.915710
	Iteration 22Q: 3 clusters Score -77032.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -77033.781250 Penalty: 708.915710
	Iteration 23Q: 3 clusters Score -77033.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -77036.078125 Penalty: 708.915710
	Iteration 24Q: 3 clusters Score -77036.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -77038.007812 Penalty: 708.915710
	Iteration 25Q: 3 clusters Score -77038.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -77040.554688 Penalty: 708.915710
	Iteration 26Q: 3 clusters Score -77040.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -77043.765625 Penalty: 708.915710
	Iteration 27Q: 3 clusters Score -77043.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -77045.859375 Penalty: 708.915710
	Iteration 28Q: 3 clusters Score -77045.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -77047.367188 Penalty: 708.915710
	Iteration 29Q: 3 clusters Score -77047.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -77048.085938 Penalty: 708.915710
	Iteration 30Q: 3 clusters Score -77048.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -77048.867188 Penalty: 708.915710
	Iteration 31Q: 3 clusters Score -77048.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -77049.937500 Penalty: 708.915710
	Iteration 32Q: 3 clusters Score -77049.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -77051.304688 Penalty: 708.915710
	Iteration 33Q: 3 clusters Score -77051.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -77051.796875 Penalty: 708.915710
	Iteration 34Q: 3 clusters Score -77051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -77052.132812 Penalty: 708.915710
	Iteration 35Q: 3 clusters Score -77052.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -77052.468750 Penalty: 708.915710
	Iteration 36Q: 3 clusters Score -77052.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -77053.234375 Penalty: 708.915710
	Iteration 37Q: 3 clusters Score -77053.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -77053.250000 Penalty: 708.915710
	Iteration 38Q: 3 clusters Score -77053.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -77053.585938 Penalty: 708.915710
	Iteration 39Q: 3 clusters Score -77053.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -77053.960938 Penalty: 708.915710
	Iteration 40F: 3 clusters Score -77053.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -77054.281250 Penalty: 708.915710
	Iteration 41Q: 3 clusters Score -77054.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -77054.828125 Penalty: 708.915710
	Iteration 42Q: 3 clusters Score -77054.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -77055.343750 Penalty: 708.915710
	Iteration 43Q: 3 clusters Score -77055.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -77055.484375 Penalty: 708.915710
	Iteration 44Q: 3 clusters Score -77055.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -77055.484375 Penalty: 708.915710
	Iteration 45F: 3 clusters Score -77055.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Entering Unmasked Estep 
Score: -117350.210938 Penalty: 377.356506
	Iteration 0F: 2 clusters Score -117350.2 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 2018 members 
Entering Unmasked Estep 
Score: -114665.148438 Penalty: 754.713013
	Iteration 0F: 3 clusters Score -114665.1 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -115685.015625 Penalty: 754.713013
	Iteration 1F: 3 clusters Score -115685 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -115817.078125 Penalty: 754.713013
	Iteration 2F: 3 clusters Score -115817.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -115945.609375 Penalty: 754.713013
	Iteration 3F: 3 clusters Score -115945.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -116077.921875 Penalty: 754.713013
	Iteration 4F: 3 clusters Score -116077.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -116200.148438 Penalty: 754.713013
	Iteration 5F: 3 clusters Score -116200.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -116339.007812 Penalty: 754.713013
	Iteration 6Q: 3 clusters Score -116339 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -116444.914062 Penalty: 754.713013
	Iteration 7Q: 3 clusters Score -116444.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -116528.578125 Penalty: 754.713013
	Iteration 8Q: 3 clusters Score -116528.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -116610.593750 Penalty: 754.713013
	Iteration 9Q: 3 clusters Score -116610.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -116699.250000 Penalty: 754.713013
	Iteration 10Q: 3 clusters Score -116699.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -116770.648438 Penalty: 754.713013
	Iteration 11Q: 3 clusters Score -116770.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -116820.390625 Penalty: 754.713013
	Iteration 12Q: 3 clusters Score -116820.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -116857.312500 Penalty: 754.713013
	Iteration 13Q: 3 clusters Score -116857.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -116895.906250 Penalty: 754.713013
	Iteration 14Q: 3 clusters Score -116895.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -116933.593750 Penalty: 754.713013
	Iteration 15Q: 3 clusters Score -116933.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -116967.812500 Penalty: 754.713013
	Iteration 16Q: 3 clusters Score -116967.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -116998.476562 Penalty: 754.713013
	Iteration 17Q: 3 clusters Score -116998.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -117030.750000 Penalty: 754.713013
	Iteration 18Q: 3 clusters Score -117030.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -117064.757812 Penalty: 754.713013
	Iteration 19Q: 3 clusters Score -117064.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -117101.585938 Penalty: 754.713013
	Iteration 20F: 3 clusters Score -117101.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -117138.742188 Penalty: 754.713013
	Iteration 21Q: 3 clusters Score -117138.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -117191.132812 Penalty: 754.713013
	Iteration 22Q: 3 clusters Score -117191.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -117252.921875 Penalty: 754.713013
	Iteration 23Q: 3 clusters Score -117252.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -117319.171875 Penalty: 754.713013
	Iteration 24Q: 3 clusters Score -117319.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -117376.875000 Penalty: 754.713013
	Iteration 25Q: 3 clusters Score -117376.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -117450.117188 Penalty: 754.713013
	Iteration 26Q: 3 clusters Score -117450.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -117505.476562 Penalty: 754.713013
	Iteration 27Q: 3 clusters Score -117505.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -117545.210938 Penalty: 754.713013
	Iteration 28Q: 3 clusters Score -117545.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -117579.054688 Penalty: 754.713013
	Iteration 29Q: 3 clusters Score -117579.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -117594.398438 Penalty: 754.713013
	Iteration 30Q: 3 clusters Score -117594.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -117607.781250 Penalty: 754.713013
	Iteration 31Q: 3 clusters Score -117607.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -117614.468750 Penalty: 754.713013
	Iteration 32Q: 3 clusters Score -117614.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -117616.593750 Penalty: 754.713013
	Iteration 33Q: 3 clusters Score -117616.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -117618.945312 Penalty: 754.713013
	Iteration 34Q: 3 clusters Score -117618.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -117620.539062 Penalty: 754.713013
	Iteration 35Q: 3 clusters Score -117620.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -117624.867188 Penalty: 754.713013
	Iteration 36Q: 3 clusters Score -117624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -117625.929688 Penalty: 754.713013
	Iteration 37Q: 3 clusters Score -117625.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -117628.156250 Penalty: 754.713013
	Iteration 38Q: 3 clusters Score -117628.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -117628.273438 Penalty: 754.713013
	Iteration 39Q: 3 clusters Score -117628.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -117629.164062 Penalty: 754.713013
	Iteration 40F: 3 clusters Score -117629.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -117631.632812 Penalty: 754.713013
	Iteration 41Q: 3 clusters Score -117631.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -117631.632812 Penalty: 754.713013
	Iteration 42F: 3 clusters Score -117631.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41480 members 
Mstep: Class 6 contains 55210 members 
Mstep: Class 7 contains 19587 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 45806 members 
Mstep: Class 10 contains 143920 members 
Mstep: Class 11 contains 119776 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 3383 members 
Mstep: Class 14 contains 5035 members 
Mstep: Class 15 contains 10197 members 
Mstep: Class 16 contains 17120 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 3907 members 
Mstep: Class 20 contains 10112 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8730 members 
Mstep: Class 23 contains 6022 members 
Mstep: Class 24 contains 6720 members 
Mstep: Class 25 contains 91 members 
Entering Unmasked Estep 
Score: -15735405.000000 Penalty: 14978.081055
Splitting cluster 19 changes total score from -15735324.000000 to -15735405.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 20 (10112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Entering Unmasked Estep 
Score: -343497.531250 Penalty: 419.577271
	Iteration 0F: 2 clusters Score -343497.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -336682.531250 Penalty: 839.154541
	Iteration 0F: 3 clusters Score -336682.5 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -339711.718750 Penalty: 839.154541
	Iteration 1F: 3 clusters Score -339711.7 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -340350.937500 Penalty: 839.154541
	Iteration 2F: 3 clusters Score -340350.9 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -341113.000000 Penalty: 839.154541
	Iteration 3F: 3 clusters Score -341113 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -341906.250000 Penalty: 839.154541
	Iteration 4F: 3 clusters Score -341906.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -342520.000000 Penalty: 839.154541
	Iteration 5F: 3 clusters Score -342520 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -342821.250000 Penalty: 839.154541
	Iteration 6Q: 3 clusters Score -342821.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -342955.156250 Penalty: 839.154541
	Iteration 7Q: 3 clusters Score -342955.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -343020.781250 Penalty: 839.154541
	Iteration 8Q: 3 clusters Score -343020.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -343057.562500 Penalty: 839.154541
	Iteration 9Q: 3 clusters Score -343057.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -343078.218750 Penalty: 839.154541
	Iteration 10Q: 3 clusters Score -343078.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -343087.843750 Penalty: 839.154541
	Iteration 11Q: 3 clusters Score -343087.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -343100.687500 Penalty: 839.154541
	Iteration 12Q: 3 clusters Score -343100.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -343114.750000 Penalty: 839.154541
	Iteration 13Q: 3 clusters Score -343114.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -343134.218750 Penalty: 839.154541
	Iteration 14Q: 3 clusters Score -343134.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -343146.187500 Penalty: 839.154541
	Iteration 15Q: 3 clusters Score -343146.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -343154.875000 Penalty: 839.154541
	Iteration 16Q: 3 clusters Score -343154.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -343163.656250 Penalty: 839.154541
	Iteration 17Q: 3 clusters Score -343163.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -343171.750000 Penalty: 839.154541
	Iteration 18Q: 3 clusters Score -343171.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -343174.937500 Penalty: 839.154541
	Iteration 19Q: 3 clusters Score -343174.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -343178.156250 Penalty: 839.154541
	Iteration 20F: 3 clusters Score -343178.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -343179.500000 Penalty: 839.154541
	Iteration 21Q: 3 clusters Score -343179.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -343182.187500 Penalty: 839.154541
	Iteration 22Q: 3 clusters Score -343182.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -343183.000000 Penalty: 839.154541
	Iteration 23Q: 3 clusters Score -343183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -343184.906250 Penalty: 839.154541
	Iteration 24Q: 3 clusters Score -343184.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -343185.468750 Penalty: 839.154541
	Iteration 25Q: 3 clusters Score -343185.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -343186.625000 Penalty: 839.154541
	Iteration 26Q: 3 clusters Score -343186.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -343186.812500 Penalty: 839.154541
	Iteration 27Q: 3 clusters Score -343186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -343186.937500 Penalty: 839.154541
	Iteration 28Q: 3 clusters Score -343186.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -343186.937500 Penalty: 839.154541
	Iteration 29F: 3 clusters Score -343186.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Entering Unmasked Estep 
Score: -81407.101562 Penalty: 357.900970
	Iteration 0F: 2 clusters Score -81407.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -79575.914062 Penalty: 715.801941
	Iteration 0F: 3 clusters Score -79575.91 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -80145.843750 Penalty: 715.801941
	Iteration 1F: 3 clusters Score -80145.84 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -80230.406250 Penalty: 715.801941
	Iteration 2F: 3 clusters Score -80230.41 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -80293.375000 Penalty: 715.801941
	Iteration 3F: 3 clusters Score -80293.38 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -80371.539062 Penalty: 715.801941
	Iteration 4F: 3 clusters Score -80371.54 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -80475.593750 Penalty: 715.801941
	Iteration 5F: 3 clusters Score -80475.59 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -80560.765625 Penalty: 715.801941
	Iteration 6F: 3 clusters Score -80560.77 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -80632.335938 Penalty: 715.801941
	Iteration 7F: 3 clusters Score -80632.34 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -80696.851562 Penalty: 715.801941
	Iteration 8Q: 3 clusters Score -80696.85 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -80735.796875 Penalty: 715.801941
	Iteration 9Q: 3 clusters Score -80735.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -80763.476562 Penalty: 715.801941
	Iteration 10Q: 3 clusters Score -80763.48 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -80776.835938 Penalty: 715.801941
	Iteration 11Q: 3 clusters Score -80776.84 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -80788.703125 Penalty: 715.801941
	Iteration 12Q: 3 clusters Score -80788.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -80801.257812 Penalty: 715.801941
	Iteration 13Q: 3 clusters Score -80801.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -80811.781250 Penalty: 715.801941
	Iteration 14Q: 3 clusters Score -80811.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -80825.617188 Penalty: 715.801941
	Iteration 15Q: 3 clusters Score -80825.62 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -80840.398438 Penalty: 715.801941
	Iteration 16Q: 3 clusters Score -80840.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -80853.718750 Penalty: 715.801941
	Iteration 17Q: 3 clusters Score -80853.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -80862.062500 Penalty: 715.801941
	Iteration 18Q: 3 clusters Score -80862.06 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -80872.492188 Penalty: 715.801941
	Iteration 19Q: 3 clusters Score -80872.49 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -80881.898438 Penalty: 715.801941
	Iteration 20F: 3 clusters Score -80881.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -80891.890625 Penalty: 715.801941
	Iteration 21Q: 3 clusters Score -80891.89 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -80898.179688 Penalty: 715.801941
	Iteration 22Q: 3 clusters Score -80898.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -80903.359375 Penalty: 715.801941
	Iteration 23Q: 3 clusters Score -80903.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -80910.429688 Penalty: 715.801941
	Iteration 24Q: 3 clusters Score -80910.43 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -80917.054688 Penalty: 715.801941
	Iteration 25Q: 3 clusters Score -80917.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -80921.312500 Penalty: 715.801941
	Iteration 26Q: 3 clusters Score -80921.31 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -80929.484375 Penalty: 715.801941
	Iteration 27Q: 3 clusters Score -80929.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -80938.671875 Penalty: 715.801941
	Iteration 28Q: 3 clusters Score -80938.67 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -80944.851562 Penalty: 715.801941
	Iteration 29Q: 3 clusters Score -80944.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -80954.164062 Penalty: 715.801941
	Iteration 30Q: 3 clusters Score -80954.16 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -80961.812500 Penalty: 715.801941
	Iteration 31Q: 3 clusters Score -80961.81 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -80972.015625 Penalty: 715.801941
	Iteration 32Q: 3 clusters Score -80972.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -80982.992188 Penalty: 715.801941
	Iteration 33Q: 3 clusters Score -80982.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -80992.210938 Penalty: 715.801941
	Iteration 34Q: 3 clusters Score -80992.21 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -81007.929688 Penalty: 715.801941
	Iteration 35Q: 3 clusters Score -81007.93 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -81043.875000 Penalty: 715.801941
	Iteration 36Q: 3 clusters Score -81043.88 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -81079.648438 Penalty: 715.801941
	Iteration 37Q: 3 clusters Score -81079.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -81101.359375 Penalty: 715.801941
	Iteration 38Q: 3 clusters Score -81101.36 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -81114.929688 Penalty: 715.801941
	Iteration 39Q: 3 clusters Score -81114.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -81121.234375 Penalty: 715.801941
	Iteration 40F: 3 clusters Score -81121.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -81126.640625 Penalty: 715.801941
	Iteration 41Q: 3 clusters Score -81126.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -81130.320312 Penalty: 715.801941
	Iteration 42Q: 3 clusters Score -81130.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -81132.375000 Penalty: 715.801941
	Iteration 43Q: 3 clusters Score -81132.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -81132.578125 Penalty: 715.801941
	Iteration 44Q: 3 clusters Score -81132.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -81132.718750 Penalty: 715.801941
	Iteration 45Q: 3 clusters Score -81132.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -81132.718750 Penalty: 715.801941
	Iteration 46F: 3 clusters Score -81132.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Entering Unmasked Estep 
Score: -283598.031250 Penalty: 412.890717
	Iteration 0F: 2 clusters Score -283598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -277712.562500 Penalty: 825.781433
	Iteration 0F: 3 clusters Score -277712.6 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -280402.906250 Penalty: 825.781433
	Iteration 1F: 3 clusters Score -280402.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -280817.187500 Penalty: 825.781433
	Iteration 2F: 3 clusters Score -280817.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -281295.562500 Penalty: 825.781433
	Iteration 3F: 3 clusters Score -281295.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -281792.031250 Penalty: 825.781433
	Iteration 4F: 3 clusters Score -281792 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -282325.812500 Penalty: 825.781433
	Iteration 5F: 3 clusters Score -282325.8 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -282882.593750 Penalty: 825.781433
	Iteration 6Q: 3 clusters Score -282882.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -283207.593750 Penalty: 825.781433
	Iteration 7Q: 3 clusters Score -283207.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -283342.875000 Penalty: 825.781433
	Iteration 8Q: 3 clusters Score -283342.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -283405.625000 Penalty: 825.781433
	Iteration 9Q: 3 clusters Score -283405.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -283437.093750 Penalty: 825.781433
	Iteration 10Q: 3 clusters Score -283437.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -283458.625000 Penalty: 825.781433
	Iteration 11Q: 3 clusters Score -283458.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -283473.250000 Penalty: 825.781433
	Iteration 12Q: 3 clusters Score -283473.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -283483.937500 Penalty: 825.781433
	Iteration 13Q: 3 clusters Score -283483.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -283493.531250 Penalty: 825.781433
	Iteration 14Q: 3 clusters Score -283493.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -283496.562500 Penalty: 825.781433
	Iteration 15Q: 3 clusters Score -283496.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -283499.437500 Penalty: 825.781433
	Iteration 16Q: 3 clusters Score -283499.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -283501.812500 Penalty: 825.781433
	Iteration 17Q: 3 clusters Score -283501.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -283503.968750 Penalty: 825.781433
	Iteration 18Q: 3 clusters Score -283504 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -283504.781250 Penalty: 825.781433
	Iteration 19Q: 3 clusters Score -283504.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -283505.906250 Penalty: 825.781433
	Iteration 20F: 3 clusters Score -283505.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -283506.375000 Penalty: 825.781433
	Iteration 21Q: 3 clusters Score -283506.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -283506.562500 Penalty: 825.781433
	Iteration 22Q: 3 clusters Score -283506.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -283506.562500 Penalty: 825.781433
	Iteration 23F: 3 clusters Score -283506.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Entering Unmasked Estep 
Score: -180525.406250 Penalty: 395.994446
	Iteration 0F: 2 clusters Score -180525.4 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 2998 members 
Entering Unmasked Estep 
Score: -176499.703125 Penalty: 791.988892
	Iteration 0F: 3 clusters Score -176499.7 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -178201.468750 Penalty: 791.988892
	Iteration 1F: 3 clusters Score -178201.5 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -178380.984375 Penalty: 791.988892
	Iteration 2F: 3 clusters Score -178381 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -178544.296875 Penalty: 791.988892
	Iteration 3F: 3 clusters Score -178544.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -178679.656250 Penalty: 791.988892
	Iteration 4Q: 3 clusters Score -178679.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -178845.781250 Penalty: 791.988892
	Iteration 5Q: 3 clusters Score -178845.8 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -179065.734375 Penalty: 791.988892
	Iteration 6Q: 3 clusters Score -179065.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -179309.187500 Penalty: 791.988892
	Iteration 7Q: 3 clusters Score -179309.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -179495.812500 Penalty: 791.988892
	Iteration 8F: 3 clusters Score -179495.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -179609.875000 Penalty: 791.988892
	Iteration 9Q: 3 clusters Score -179609.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -179676.781250 Penalty: 791.988892
	Iteration 10Q: 3 clusters Score -179676.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -179718.625000 Penalty: 791.988892
	Iteration 11Q: 3 clusters Score -179718.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -179746.234375 Penalty: 791.988892
	Iteration 12Q: 3 clusters Score -179746.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -179772.484375 Penalty: 791.988892
	Iteration 13Q: 3 clusters Score -179772.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -179807.578125 Penalty: 791.988892
	Iteration 14Q: 3 clusters Score -179807.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -179841.390625 Penalty: 791.988892
	Iteration 15Q: 3 clusters Score -179841.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -179867.546875 Penalty: 791.988892
	Iteration 16Q: 3 clusters Score -179867.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -179891.515625 Penalty: 791.988892
	Iteration 17Q: 3 clusters Score -179891.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -179917.875000 Penalty: 791.988892
	Iteration 18Q: 3 clusters Score -179917.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -179948.109375 Penalty: 791.988892
	Iteration 19Q: 3 clusters Score -179948.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -179971.812500 Penalty: 791.988892
	Iteration 20F: 3 clusters Score -179971.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -179994.125000 Penalty: 791.988892
	Iteration 21Q: 3 clusters Score -179994.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -180015.078125 Penalty: 791.988892
	Iteration 22Q: 3 clusters Score -180015.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -180027.250000 Penalty: 791.988892
	Iteration 23Q: 3 clusters Score -180027.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -180037.578125 Penalty: 791.988892
	Iteration 24Q: 3 clusters Score -180037.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -180047.781250 Penalty: 791.988892
	Iteration 25Q: 3 clusters Score -180047.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -180054.546875 Penalty: 791.988892
	Iteration 26Q: 3 clusters Score -180054.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -180061.875000 Penalty: 791.988892
	Iteration 27Q: 3 clusters Score -180061.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -180069.468750 Penalty: 791.988892
	Iteration 28Q: 3 clusters Score -180069.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -180077.484375 Penalty: 791.988892
	Iteration 29Q: 3 clusters Score -180077.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -180085.218750 Penalty: 791.988892
	Iteration 30Q: 3 clusters Score -180085.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4706 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -180093.453125 Penalty: 791.988892
	Iteration 31Q: 3 clusters Score -180093.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -180098.421875 Penalty: 791.988892
	Iteration 32Q: 3 clusters Score -180098.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -180103.484375 Penalty: 791.988892
	Iteration 33Q: 3 clusters Score -180103.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -180109.546875 Penalty: 791.988892
	Iteration 34Q: 3 clusters Score -180109.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -180115.562500 Penalty: 791.988892
	Iteration 35Q: 3 clusters Score -180115.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -180120.859375 Penalty: 791.988892
	Iteration 36Q: 3 clusters Score -180120.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -180126.250000 Penalty: 791.988892
	Iteration 37Q: 3 clusters Score -180126.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -180131.609375 Penalty: 791.988892
	Iteration 38Q: 3 clusters Score -180131.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -180133.156250 Penalty: 791.988892
	Iteration 39Q: 3 clusters Score -180133.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -180135.031250 Penalty: 791.988892
	Iteration 40F: 3 clusters Score -180135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -180138.921875 Penalty: 791.988892
	Iteration 41Q: 3 clusters Score -180138.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -180141.546875 Penalty: 791.988892
	Iteration 42Q: 3 clusters Score -180141.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -180144.875000 Penalty: 791.988892
	Iteration 43Q: 3 clusters Score -180144.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -180147.718750 Penalty: 791.988892
	Iteration 44Q: 3 clusters Score -180147.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -180150.109375 Penalty: 791.988892
	Iteration 45Q: 3 clusters Score -180150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -180150.812500 Penalty: 791.988892
	Iteration 46Q: 3 clusters Score -180150.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -180151.281250 Penalty: 791.988892
	Iteration 47Q: 3 clusters Score -180151.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -180152.203125 Penalty: 791.988892
	Iteration 48Q: 3 clusters Score -180152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -180152.375000 Penalty: 791.988892
	Iteration 49Q: 3 clusters Score -180152.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -180152.921875 Penalty: 791.988892
	Iteration 50Q: 3 clusters Score -180152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -180152.890625 Penalty: 791.988892
	Iteration 51Q: 3 clusters Score -180152.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -180152.921875 Penalty: 791.988892
	Iteration 52Q: 3 clusters Score -180152.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -180152.828125 Penalty: 791.988892
	Iteration 53Q: 3 clusters Score -180152.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -180152.828125 Penalty: 791.988892
	Iteration 54F: 3 clusters Score -180152.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -209253.937500 Penalty: 400.984375
	Iteration 0F: 2 clusters Score -209253.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -204758.687500 Penalty: 801.968750
	Iteration 0F: 3 clusters Score -204758.7 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -206585.500000 Penalty: 801.968750
	Iteration 1F: 3 clusters Score -206585.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -206837.296875 Penalty: 801.968750
	Iteration 2F: 3 clusters Score -206837.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -207071.718750 Penalty: 801.968750
	Iteration 3F: 3 clusters Score -207071.7 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -207276.500000 Penalty: 801.968750
	Iteration 4F: 3 clusters Score -207276.5 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -207433.468750 Penalty: 801.968750
	Iteration 5Q: 3 clusters Score -207433.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -207566.656250 Penalty: 801.968750
	Iteration 6Q: 3 clusters Score -207566.7 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -207712.453125 Penalty: 801.968750
	Iteration 7Q: 3 clusters Score -207712.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -207873.125000 Penalty: 801.968750
	Iteration 8Q: 3 clusters Score -207873.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -208014.515625 Penalty: 801.968750
	Iteration 9Q: 3 clusters Score -208014.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -208082.984375 Penalty: 801.968750
	Iteration 10Q: 3 clusters Score -208083 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -208115.515625 Penalty: 801.968750
	Iteration 11Q: 3 clusters Score -208115.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -208142.015625 Penalty: 801.968750
	Iteration 12Q: 3 clusters Score -208142 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -208163.765625 Penalty: 801.968750
	Iteration 13Q: 3 clusters Score -208163.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -208185.890625 Penalty: 801.968750
	Iteration 14Q: 3 clusters Score -208185.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -208213.578125 Penalty: 801.968750
	Iteration 15Q: 3 clusters Score -208213.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -208245.296875 Penalty: 801.968750
	Iteration 16Q: 3 clusters Score -208245.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -208270.078125 Penalty: 801.968750
	Iteration 17Q: 3 clusters Score -208270.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -208297.390625 Penalty: 801.968750
	Iteration 18Q: 3 clusters Score -208297.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -208326.921875 Penalty: 801.968750
	Iteration 19Q: 3 clusters Score -208326.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -208365.093750 Penalty: 801.968750
	Iteration 20F: 3 clusters Score -208365.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -208409.234375 Penalty: 801.968750
	Iteration 21Q: 3 clusters Score -208409.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -208452.312500 Penalty: 801.968750
	Iteration 22Q: 3 clusters Score -208452.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -208498.250000 Penalty: 801.968750
	Iteration 23Q: 3 clusters Score -208498.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -208535.421875 Penalty: 801.968750
	Iteration 24Q: 3 clusters Score -208535.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -208570.078125 Penalty: 801.968750
	Iteration 25Q: 3 clusters Score -208570.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -208601.093750 Penalty: 801.968750
	Iteration 26Q: 3 clusters Score -208601.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -208619.062500 Penalty: 801.968750
	Iteration 27Q: 3 clusters Score -208619.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -208628.171875 Penalty: 801.968750
	Iteration 28Q: 3 clusters Score -208628.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -208636.750000 Penalty: 801.968750
	Iteration 29Q: 3 clusters Score -208636.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -208646.953125 Penalty: 801.968750
	Iteration 30Q: 3 clusters Score -208647 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -208655.968750 Penalty: 801.968750
	Iteration 31Q: 3 clusters Score -208656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -208664.953125 Penalty: 801.968750
	Iteration 32Q: 3 clusters Score -208665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -208674.937500 Penalty: 801.968750
	Iteration 33Q: 3 clusters Score -208674.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -208685.968750 Penalty: 801.968750
	Iteration 34Q: 3 clusters Score -208686 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -208698.656250 Penalty: 801.968750
	Iteration 35Q: 3 clusters Score -208698.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -208717.359375 Penalty: 801.968750
	Iteration 36Q: 3 clusters Score -208717.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -208734.750000 Penalty: 801.968750
	Iteration 37Q: 3 clusters Score -208734.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -208747.171875 Penalty: 801.968750
	Iteration 38Q: 3 clusters Score -208747.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -208757.015625 Penalty: 801.968750
	Iteration 39Q: 3 clusters Score -208757 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -208768.109375 Penalty: 801.968750
	Iteration 40F: 3 clusters Score -208768.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -208779.171875 Penalty: 801.968750
	Iteration 41Q: 3 clusters Score -208779.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -208789.937500 Penalty: 801.968750
	Iteration 42Q: 3 clusters Score -208789.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -208799.046875 Penalty: 801.968750
	Iteration 43Q: 3 clusters Score -208799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -208807.781250 Penalty: 801.968750
	Iteration 44Q: 3 clusters Score -208807.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -208813.984375 Penalty: 801.968750
	Iteration 45Q: 3 clusters Score -208814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -208818.984375 Penalty: 801.968750
	Iteration 46Q: 3 clusters Score -208819 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -208825.687500 Penalty: 801.968750
	Iteration 47Q: 3 clusters Score -208825.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -208831.609375 Penalty: 801.968750
	Iteration 48Q: 3 clusters Score -208831.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -208833.593750 Penalty: 801.968750
	Iteration 49Q: 3 clusters Score -208833.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -208835.843750 Penalty: 801.968750
	Iteration 50Q: 3 clusters Score -208835.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -208837.843750 Penalty: 801.968750
	Iteration 51Q: 3 clusters Score -208837.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -208840.296875 Penalty: 801.968750
	Iteration 52Q: 3 clusters Score -208840.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -208842.500000 Penalty: 801.968750
	Iteration 53Q: 3 clusters Score -208842.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -208843.828125 Penalty: 801.968750
	Iteration 54Q: 3 clusters Score -208843.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -208846.312500 Penalty: 801.968750
	Iteration 55Q: 3 clusters Score -208846.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -208849.015625 Penalty: 801.968750
	Iteration 56Q: 3 clusters Score -208849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -208853.109375 Penalty: 801.968750
	Iteration 57Q: 3 clusters Score -208853.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -208860.750000 Penalty: 801.968750
	Iteration 58Q: 3 clusters Score -208860.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -208868.906250 Penalty: 801.968750
	Iteration 59Q: 3 clusters Score -208868.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -208875.031250 Penalty: 801.968750
	Iteration 60F: 3 clusters Score -208875 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -208881.484375 Penalty: 801.968750
	Iteration 61Q: 3 clusters Score -208881.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -208891.968750 Penalty: 801.968750
	Iteration 62Q: 3 clusters Score -208892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -208904.875000 Penalty: 801.968750
	Iteration 63Q: 3 clusters Score -208904.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -208910.140625 Penalty: 801.968750
	Iteration 64Q: 3 clusters Score -208910.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -208914.296875 Penalty: 801.968750
	Iteration 65Q: 3 clusters Score -208914.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -208918.265625 Penalty: 801.968750
	Iteration 66Q: 3 clusters Score -208918.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -208922.921875 Penalty: 801.968750
	Iteration 67Q: 3 clusters Score -208922.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -208926.812500 Penalty: 801.968750
	Iteration 68Q: 3 clusters Score -208926.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -208929.140625 Penalty: 801.968750
	Iteration 69Q: 3 clusters Score -208929.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -208931.437500 Penalty: 801.968750
	Iteration 70Q: 3 clusters Score -208931.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -208934.531250 Penalty: 801.968750
	Iteration 71Q: 3 clusters Score -208934.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -208936.203125 Penalty: 801.968750
	Iteration 72Q: 3 clusters Score -208936.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -208938.718750 Penalty: 801.968750
	Iteration 73Q: 3 clusters Score -208938.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -208940.125000 Penalty: 801.968750
	Iteration 74Q: 3 clusters Score -208940.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -208940.375000 Penalty: 801.968750
	Iteration 75Q: 3 clusters Score -208940.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -208940.968750 Penalty: 801.968750
	Iteration 76Q: 3 clusters Score -208941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -208941.609375 Penalty: 801.968750
	Iteration 77Q: 3 clusters Score -208941.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -208941.796875 Penalty: 801.968750
	Iteration 78Q: 3 clusters Score -208941.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -208942.093750 Penalty: 801.968750
	Iteration 79Q: 3 clusters Score -208942.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -208942.093750 Penalty: 801.968750
	Iteration 80F: 3 clusters Score -208942.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 3995 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41480 members 
Mstep: Class 6 contains 55210 members 
Mstep: Class 7 contains 19587 members 
Mstep: Class 8 contains 2458 members 
Mstep: Class 9 contains 45806 members 
Mstep: Class 10 contains 143920 members 
Mstep: Class 11 contains 119776 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 3383 members 
Mstep: Class 14 contains 5035 members 
Mstep: Class 15 contains 10197 members 
Mstep: Class 16 contains 17120 members 
Mstep: Class 17 contains 2782 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 3907 members 
Mstep: Class 20 contains 10112 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8730 members 
Mstep: Class 23 contains 6022 members 
Mstep: Class 24 contains 6720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735692.000000 Penalty: 14978.081055
Iteration 159Q: 26 clusters Score -1.573569e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 3996 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41445 members 
Mstep: Class 6 contains 55193 members 
Mstep: Class 7 contains 19654 members 
Mstep: Class 8 contains 2456 members 
Mstep: Class 9 contains 45751 members 
Mstep: Class 10 contains 143916 members 
Mstep: Class 11 contains 119766 members 
Mstep: Class 12 contains 5869 members 
Mstep: Class 13 contains 3386 members 
Mstep: Class 14 contains 5035 members 
Mstep: Class 15 contains 10202 members 
Mstep: Class 16 contains 17118 members 
Mstep: Class 17 contains 2781 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 10113 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8728 members 
Mstep: Class 23 contains 6022 members 
Mstep: Class 24 contains 6727 members 
Mstep: Class 25 contains 108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15735901.000000 Penalty: 14978.081055
Iteration 160F: 26 clusters Score -1.57359e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41415 members 
Mstep: Class 6 contains 55186 members 
Mstep: Class 7 contains 19718 members 
Mstep: Class 8 contains 2454 members 
Mstep: Class 9 contains 45703 members 
Mstep: Class 10 contains 143907 members 
Mstep: Class 11 contains 119750 members 
Mstep: Class 12 contains 5870 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 5034 members 
Mstep: Class 15 contains 10207 members 
Mstep: Class 16 contains 17117 members 
Mstep: Class 17 contains 2778 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 3989 members 
Mstep: Class 20 contains 10113 members 
Mstep: Class 21 contains 2609 members 
Mstep: Class 22 contains 8723 members 
Mstep: Class 23 contains 6022 members 
Mstep: Class 24 contains 6724 members 
Mstep: Class 25 contains 127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736013.000000 Penalty: 14978.081055
Iteration 161Q: 26 clusters Score -1.573601e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 3997 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41399 members 
Mstep: Class 6 contains 55179 members 
Mstep: Class 7 contains 19795 members 
Mstep: Class 8 contains 2449 members 
Mstep: Class 9 contains 45656 members 
Mstep: Class 10 contains 143897 members 
Mstep: Class 11 contains 119730 members 
Mstep: Class 12 contains 5872 members 
Mstep: Class 13 contains 3392 members 
Mstep: Class 14 contains 5036 members 
Mstep: Class 15 contains 10217 members 
Mstep: Class 16 contains 17112 members 
Mstep: Class 17 contains 2770 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 4014 members 
Mstep: Class 20 contains 10113 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 8720 members 
Mstep: Class 23 contains 6020 members 
Mstep: Class 24 contains 6723 members 
Mstep: Class 25 contains 135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736045.000000 Penalty: 14978.081055
Iteration 162Q: 26 clusters Score -1.573604e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 3998 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41389 members 
Mstep: Class 6 contains 55170 members 
Mstep: Class 7 contains 19863 members 
Mstep: Class 8 contains 2448 members 
Mstep: Class 9 contains 45605 members 
Mstep: Class 10 contains 143888 members 
Mstep: Class 11 contains 119718 members 
Mstep: Class 12 contains 5875 members 
Mstep: Class 13 contains 3396 members 
Mstep: Class 14 contains 5039 members 
Mstep: Class 15 contains 10223 members 
Mstep: Class 16 contains 17110 members 
Mstep: Class 17 contains 2767 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4033 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2611 members 
Mstep: Class 22 contains 8713 members 
Mstep: Class 23 contains 6022 members 
Mstep: Class 24 contains 6718 members 
Mstep: Class 25 contains 137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736057.000000 Penalty: 14978.081055
Iteration 163Q: 26 clusters Score -1.573606e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 3999 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41393 members 
Mstep: Class 6 contains 55170 members 
Mstep: Class 7 contains 19930 members 
Mstep: Class 8 contains 2447 members 
Mstep: Class 9 contains 45554 members 
Mstep: Class 10 contains 143880 members 
Mstep: Class 11 contains 119701 members 
Mstep: Class 12 contains 5877 members 
Mstep: Class 13 contains 3403 members 
Mstep: Class 14 contains 5044 members 
Mstep: Class 15 contains 10230 members 
Mstep: Class 16 contains 17106 members 
Mstep: Class 17 contains 2763 members 
Mstep: Class 18 contains 2415 members 
Mstep: Class 19 contains 4027 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 8710 members 
Mstep: Class 23 contains 6027 members 
Mstep: Class 24 contains 6717 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736102.000000 Penalty: 14978.081055
Iteration 164Q: 26 clusters Score -1.57361e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 3999 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41406 members 
Mstep: Class 6 contains 55167 members 
Mstep: Class 7 contains 19983 members 
Mstep: Class 8 contains 2444 members 
Mstep: Class 9 contains 45510 members 
Mstep: Class 10 contains 143871 members 
Mstep: Class 11 contains 119679 members 
Mstep: Class 12 contains 5879 members 
Mstep: Class 13 contains 3416 members 
Mstep: Class 14 contains 5046 members 
Mstep: Class 15 contains 10236 members 
Mstep: Class 16 contains 17101 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2415 members 
Mstep: Class 19 contains 4030 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 8708 members 
Mstep: Class 23 contains 6030 members 
Mstep: Class 24 contains 6716 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736114.000000 Penalty: 14978.081055
Iteration 165Q: 26 clusters Score -1.573611e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 4000 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41413 members 
Mstep: Class 6 contains 55169 members 
Mstep: Class 7 contains 20040 members 
Mstep: Class 8 contains 2442 members 
Mstep: Class 9 contains 45475 members 
Mstep: Class 10 contains 143862 members 
Mstep: Class 11 contains 119652 members 
Mstep: Class 12 contains 5879 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5049 members 
Mstep: Class 15 contains 10245 members 
Mstep: Class 16 contains 17094 members 
Mstep: Class 17 contains 2753 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2611 members 
Mstep: Class 22 contains 8704 members 
Mstep: Class 23 contains 6032 members 
Mstep: Class 24 contains 6714 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736109.000000 Penalty: 14978.081055
Iteration 166Q: 26 clusters Score -1.573611e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 41414 members 
Mstep: Class 6 contains 55162 members 
Mstep: Class 7 contains 20099 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 45446 members 
Mstep: Class 10 contains 143860 members 
Mstep: Class 11 contains 119619 members 
Mstep: Class 12 contains 5880 members 
Mstep: Class 13 contains 3422 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 10261 members 
Mstep: Class 16 contains 17085 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 4037 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2611 members 
Mstep: Class 22 contains 8701 members 
Mstep: Class 23 contains 6036 members 
Mstep: Class 24 contains 6712 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736136.000000 Penalty: 14978.081055
Iteration 167Q: 26 clusters Score -1.573614e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 41418 members 
Mstep: Class 6 contains 55160 members 
Mstep: Class 7 contains 20150 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 45429 members 
Mstep: Class 10 contains 143857 members 
Mstep: Class 11 contains 119588 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 3420 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 10272 members 
Mstep: Class 16 contains 17074 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 4035 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2611 members 
Mstep: Class 22 contains 8700 members 
Mstep: Class 23 contains 6036 members 
Mstep: Class 24 contains 6715 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736129.000000 Penalty: 14978.081055
Iteration 168Q: 26 clusters Score -1.573613e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 4002 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 41415 members 
Mstep: Class 6 contains 55162 members 
Mstep: Class 7 contains 20193 members 
Mstep: Class 8 contains 2436 members 
Mstep: Class 9 contains 45406 members 
Mstep: Class 10 contains 143847 members 
Mstep: Class 11 contains 119562 members 
Mstep: Class 12 contains 5874 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10285 members 
Mstep: Class 16 contains 17072 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 4040 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2611 members 
Mstep: Class 22 contains 8698 members 
Mstep: Class 23 contains 6038 members 
Mstep: Class 24 contains 6717 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736133.000000 Penalty: 14978.081055
Iteration 169Q: 26 clusters Score -1.573613e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 41412 members 
Mstep: Class 6 contains 55165 members 
Mstep: Class 7 contains 20230 members 
Mstep: Class 8 contains 2430 members 
Mstep: Class 9 contains 45391 members 
Mstep: Class 10 contains 143837 members 
Mstep: Class 11 contains 119540 members 
Mstep: Class 12 contains 5874 members 
Mstep: Class 13 contains 3427 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10300 members 
Mstep: Class 16 contains 17068 members 
Mstep: Class 17 contains 2744 members 
Mstep: Class 18 contains 2413 members 
Mstep: Class 19 contains 4043 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2611 members 
Mstep: Class 22 contains 8697 members 
Mstep: Class 23 contains 6042 members 
Mstep: Class 24 contains 6714 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736151.000000 Penalty: 14978.081055
Iteration 170Q: 26 clusters Score -1.573615e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 923 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 41406 members 
Mstep: Class 6 contains 55159 members 
Mstep: Class 7 contains 20266 members 
Mstep: Class 8 contains 2424 members 
Mstep: Class 9 contains 45380 members 
Mstep: Class 10 contains 143829 members 
Mstep: Class 11 contains 119511 members 
Mstep: Class 12 contains 5880 members 
Mstep: Class 13 contains 3434 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10321 members 
Mstep: Class 16 contains 17062 members 
Mstep: Class 17 contains 2745 members 
Mstep: Class 18 contains 2413 members 
Mstep: Class 19 contains 4048 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2610 members 
Mstep: Class 22 contains 8695 members 
Mstep: Class 23 contains 6044 members 
Mstep: Class 24 contains 6712 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736132.000000 Penalty: 14978.081055
Iteration 171Q: 26 clusters Score -1.573613e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 922 members 
Mstep: Class 3 contains 4001 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 41404 members 
Mstep: Class 6 contains 55155 members 
Mstep: Class 7 contains 20301 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 45367 members 
Mstep: Class 10 contains 143819 members 
Mstep: Class 11 contains 119490 members 
Mstep: Class 12 contains 5880 members 
Mstep: Class 13 contains 3434 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10340 members 
Mstep: Class 16 contains 17063 members 
Mstep: Class 17 contains 2745 members 
Mstep: Class 18 contains 2413 members 
Mstep: Class 19 contains 4053 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2609 members 
Mstep: Class 22 contains 8695 members 
Mstep: Class 23 contains 6051 members 
Mstep: Class 24 contains 6708 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736117.000000 Penalty: 14978.081055
Iteration 172Q: 26 clusters Score -1.573612e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 920 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 41404 members 
Mstep: Class 6 contains 55147 members 
Mstep: Class 7 contains 20332 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 45344 members 
Mstep: Class 10 contains 143817 members 
Mstep: Class 11 contains 119480 members 
Mstep: Class 12 contains 5878 members 
Mstep: Class 13 contains 3436 members 
Mstep: Class 14 contains 5058 members 
Mstep: Class 15 contains 10352 members 
Mstep: Class 16 contains 17060 members 
Mstep: Class 17 contains 2746 members 
Mstep: Class 18 contains 2414 members 
Mstep: Class 19 contains 4060 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2609 members 
Mstep: Class 22 contains 8691 members 
Mstep: Class 23 contains 6056 members 
Mstep: Class 24 contains 6705 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736115.000000 Penalty: 14978.081055
Iteration 173Q: 26 clusters Score -1.573612e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 919 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 41410 members 
Mstep: Class 6 contains 55145 members 
Mstep: Class 7 contains 20360 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 45326 members 
Mstep: Class 10 contains 143814 members 
Mstep: Class 11 contains 119474 members 
Mstep: Class 12 contains 5879 members 
Mstep: Class 13 contains 3434 members 
Mstep: Class 14 contains 5058 members 
Mstep: Class 15 contains 10357 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4064 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2609 members 
Mstep: Class 22 contains 8682 members 
Mstep: Class 23 contains 6057 members 
Mstep: Class 24 contains 6703 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736146.000000 Penalty: 14978.081055
Iteration 174Q: 26 clusters Score -1.573615e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 918 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 41410 members 
Mstep: Class 6 contains 55138 members 
Mstep: Class 7 contains 20381 members 
Mstep: Class 8 contains 2411 members 
Mstep: Class 9 contains 45312 members 
Mstep: Class 10 contains 143805 members 
Mstep: Class 11 contains 119471 members 
Mstep: Class 12 contains 5881 members 
Mstep: Class 13 contains 3436 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10363 members 
Mstep: Class 16 contains 17056 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 4068 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2608 members 
Mstep: Class 22 contains 8676 members 
Mstep: Class 23 contains 6057 members 
Mstep: Class 24 contains 6702 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736168.000000 Penalty: 14978.081055
Iteration 175Q: 26 clusters Score -1.573617e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4003 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 41412 members 
Mstep: Class 6 contains 55134 members 
Mstep: Class 7 contains 20397 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 45293 members 
Mstep: Class 10 contains 143798 members 
Mstep: Class 11 contains 119466 members 
Mstep: Class 12 contains 5885 members 
Mstep: Class 13 contains 3436 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10371 members 
Mstep: Class 16 contains 17058 members 
Mstep: Class 17 contains 2751 members 
Mstep: Class 18 contains 2420 members 
Mstep: Class 19 contains 4074 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2607 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 6058 members 
Mstep: Class 24 contains 6701 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736158.000000 Penalty: 14978.081055
Iteration 176Q: 26 clusters Score -1.573616e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 41412 members 
Mstep: Class 6 contains 55130 members 
Mstep: Class 7 contains 20419 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 45273 members 
Mstep: Class 10 contains 143793 members 
Mstep: Class 11 contains 119466 members 
Mstep: Class 12 contains 5887 members 
Mstep: Class 13 contains 3435 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10382 members 
Mstep: Class 16 contains 17055 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 4077 members 
Mstep: Class 20 contains 10118 members 
Mstep: Class 21 contains 2606 members 
Mstep: Class 22 contains 8667 members 
Mstep: Class 23 contains 6059 members 
Mstep: Class 24 contains 6701 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736157.000000 Penalty: 14978.081055
Iteration 177Q: 26 clusters Score -1.573616e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 41411 members 
Mstep: Class 6 contains 55124 members 
Mstep: Class 7 contains 20441 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 45255 members 
Mstep: Class 10 contains 143785 members 
Mstep: Class 11 contains 119471 members 
Mstep: Class 12 contains 5889 members 
Mstep: Class 13 contains 3433 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10388 members 
Mstep: Class 16 contains 17057 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 10118 members 
Mstep: Class 21 contains 2606 members 
Mstep: Class 22 contains 8662 members 
Mstep: Class 23 contains 6062 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736140.000000 Penalty: 14978.081055
Iteration 178Q: 26 clusters Score -1.573614e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4005 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 41414 members 
Mstep: Class 6 contains 55115 members 
Mstep: Class 7 contains 20458 members 
Mstep: Class 8 contains 2411 members 
Mstep: Class 9 contains 45248 members 
Mstep: Class 10 contains 143784 members 
Mstep: Class 11 contains 119469 members 
Mstep: Class 12 contains 5890 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10395 members 
Mstep: Class 16 contains 17052 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 4079 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2605 members 
Mstep: Class 22 contains 8661 members 
Mstep: Class 23 contains 6062 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736144.000000 Penalty: 14978.081055
Iteration 179Q: 26 clusters Score -1.573614e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4005 members 
Mstep: Class 4 contains 470 members 
Mstep: Class 5 contains 41419 members 
Mstep: Class 6 contains 55108 members 
Mstep: Class 7 contains 20478 members 
Mstep: Class 8 contains 2411 members 
Mstep: Class 9 contains 45236 members 
Mstep: Class 10 contains 143779 members 
Mstep: Class 11 contains 119463 members 
Mstep: Class 12 contains 5893 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10400 members 
Mstep: Class 16 contains 17051 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 4077 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8661 members 
Mstep: Class 23 contains 6062 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736161.000000 Penalty: 14978.081055
Iteration 180F: 26 clusters Score -1.573616e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4005 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 41421 members 
Mstep: Class 6 contains 55101 members 
Mstep: Class 7 contains 20490 members 
Mstep: Class 8 contains 2411 members 
Mstep: Class 9 contains 45223 members 
Mstep: Class 10 contains 143777 members 
Mstep: Class 11 contains 119465 members 
Mstep: Class 12 contains 5895 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10400 members 
Mstep: Class 16 contains 17053 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8661 members 
Mstep: Class 23 contains 6062 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736138.000000 Penalty: 14978.081055
Iteration 181Q: 26 clusters Score -1.573614e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4005 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41426 members 
Mstep: Class 6 contains 55098 members 
Mstep: Class 7 contains 20498 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 45212 members 
Mstep: Class 10 contains 143774 members 
Mstep: Class 11 contains 119460 members 
Mstep: Class 12 contains 5895 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 17053 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8661 members 
Mstep: Class 23 contains 6062 members 
Mstep: Class 24 contains 6701 members 
Mstep: Class 25 contains 142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736147.000000 Penalty: 14978.081055
Iteration 182Q: 26 clusters Score -1.573615e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4005 members 
Mstep: Class 4 contains 472 members 
Mstep: Class 5 contains 41425 members 
Mstep: Class 6 contains 55097 members 
Mstep: Class 7 contains 20507 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 45198 members 
Mstep: Class 10 contains 143772 members 
Mstep: Class 11 contains 119459 members 
Mstep: Class 12 contains 5897 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 5062 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 17051 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 4078 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8663 members 
Mstep: Class 23 contains 6063 members 
Mstep: Class 24 contains 6702 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736154.000000 Penalty: 14978.081055
Iteration 183Q: 26 clusters Score -1.573615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4005 members 
Mstep: Class 4 contains 471 members 
Mstep: Class 5 contains 41423 members 
Mstep: Class 6 contains 55098 members 
Mstep: Class 7 contains 20515 members 
Mstep: Class 8 contains 2409 members 
Mstep: Class 9 contains 45191 members 
Mstep: Class 10 contains 143772 members 
Mstep: Class 11 contains 119457 members 
Mstep: Class 12 contains 5897 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 14 contains 5062 members 
Mstep: Class 15 contains 10410 members 
Mstep: Class 16 contains 17052 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 4080 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8662 members 
Mstep: Class 23 contains 6063 members 
Mstep: Class 24 contains 6703 members 
Mstep: Class 25 contains 145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736152.000000 Penalty: 14978.081055
Iteration 184Q: 26 clusters Score -1.573615e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41423 members 
Mstep: Class 6 contains 55101 members 
Mstep: Class 7 contains 20521 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 45186 members 
Mstep: Class 10 contains 143770 members 
Mstep: Class 11 contains 119454 members 
Mstep: Class 12 contains 5900 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 14 contains 5062 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 17053 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 4082 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8661 members 
Mstep: Class 23 contains 6063 members 
Mstep: Class 24 contains 6703 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736161.000000 Penalty: 14978.081055
Iteration 185Q: 26 clusters Score -1.573616e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4004 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41424 members 
Mstep: Class 6 contains 55097 members 
Mstep: Class 7 contains 20527 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 45181 members 
Mstep: Class 10 contains 143769 members 
Mstep: Class 11 contains 119455 members 
Mstep: Class 12 contains 5905 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 5063 members 
Mstep: Class 15 contains 10408 members 
Mstep: Class 16 contains 17052 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 4083 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8661 members 
Mstep: Class 23 contains 6064 members 
Mstep: Class 24 contains 6703 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736188.000000 Penalty: 14978.081055
Iteration 186Q: 26 clusters Score -1.573619e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4005 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41424 members 
Mstep: Class 6 contains 55092 members 
Mstep: Class 7 contains 20538 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 45165 members 
Mstep: Class 10 contains 143770 members 
Mstep: Class 11 contains 119458 members 
Mstep: Class 12 contains 5909 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 5064 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 17052 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8662 members 
Mstep: Class 23 contains 6064 members 
Mstep: Class 24 contains 6703 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736202.000000 Penalty: 14978.081055
Iteration 187Q: 26 clusters Score -1.57362e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4006 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41425 members 
Mstep: Class 6 contains 55087 members 
Mstep: Class 7 contains 20548 members 
Mstep: Class 8 contains 2403 members 
Mstep: Class 9 contains 45154 members 
Mstep: Class 10 contains 143770 members 
Mstep: Class 11 contains 119456 members 
Mstep: Class 12 contains 5912 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 5064 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 17052 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8662 members 
Mstep: Class 23 contains 6064 members 
Mstep: Class 24 contains 6703 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736192.000000 Penalty: 14978.081055
Iteration 188Q: 26 clusters Score -1.573619e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4008 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41422 members 
Mstep: Class 6 contains 55083 members 
Mstep: Class 7 contains 20562 members 
Mstep: Class 8 contains 2402 members 
Mstep: Class 9 contains 45144 members 
Mstep: Class 10 contains 143770 members 
Mstep: Class 11 contains 119457 members 
Mstep: Class 12 contains 5912 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 5063 members 
Mstep: Class 15 contains 10405 members 
Mstep: Class 16 contains 17052 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8663 members 
Mstep: Class 23 contains 6064 members 
Mstep: Class 24 contains 6703 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736184.000000 Penalty: 14978.081055
Iteration 189Q: 26 clusters Score -1.573618e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4008 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41421 members 
Mstep: Class 6 contains 55083 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 45128 members 
Mstep: Class 10 contains 143770 members 
Mstep: Class 11 contains 119458 members 
Mstep: Class 12 contains 5915 members 
Mstep: Class 13 contains 3432 members 
Mstep: Class 14 contains 5062 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 17053 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 4092 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6064 members 
Mstep: Class 24 contains 6702 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736179.000000 Penalty: 14978.081055
Iteration 190Q: 26 clusters Score -1.573618e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4008 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41420 members 
Mstep: Class 6 contains 55082 members 
Mstep: Class 7 contains 20590 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 45108 members 
Mstep: Class 10 contains 143773 members 
Mstep: Class 11 contains 119454 members 
Mstep: Class 12 contains 5918 members 
Mstep: Class 13 contains 3433 members 
Mstep: Class 14 contains 5062 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 17053 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2419 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 6063 members 
Mstep: Class 24 contains 6701 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736201.000000 Penalty: 14978.081055
Iteration 191Q: 26 clusters Score -1.57362e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4008 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41416 members 
Mstep: Class 6 contains 55079 members 
Mstep: Class 7 contains 20607 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 45090 members 
Mstep: Class 10 contains 143773 members 
Mstep: Class 11 contains 119454 members 
Mstep: Class 12 contains 5918 members 
Mstep: Class 13 contains 3434 members 
Mstep: Class 14 contains 5062 members 
Mstep: Class 15 contains 10410 members 
Mstep: Class 16 contains 17053 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8669 members 
Mstep: Class 23 contains 6064 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736182.000000 Penalty: 14978.081055
Iteration 192Q: 26 clusters Score -1.573618e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41414 members 
Mstep: Class 6 contains 55076 members 
Mstep: Class 7 contains 20627 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 45077 members 
Mstep: Class 10 contains 143772 members 
Mstep: Class 11 contains 119453 members 
Mstep: Class 12 contains 5920 members 
Mstep: Class 13 contains 3433 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10410 members 
Mstep: Class 16 contains 17052 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 6064 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736172.000000 Penalty: 14978.081055
Iteration 193Q: 26 clusters Score -1.573617e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41414 members 
Mstep: Class 6 contains 55075 members 
Mstep: Class 7 contains 20638 members 
Mstep: Class 8 contains 2395 members 
Mstep: Class 9 contains 45075 members 
Mstep: Class 10 contains 143768 members 
Mstep: Class 11 contains 119453 members 
Mstep: Class 12 contains 5922 members 
Mstep: Class 13 contains 3432 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 17051 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 6063 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736177.000000 Penalty: 14978.081055
Iteration 194Q: 26 clusters Score -1.573618e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41413 members 
Mstep: Class 6 contains 55079 members 
Mstep: Class 7 contains 20654 members 
Mstep: Class 8 contains 2393 members 
Mstep: Class 9 contains 45064 members 
Mstep: Class 10 contains 143768 members 
Mstep: Class 11 contains 119448 members 
Mstep: Class 12 contains 5923 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 17052 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 6062 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736193.000000 Penalty: 14978.081055
Iteration 195Q: 26 clusters Score -1.573619e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41413 members 
Mstep: Class 6 contains 55080 members 
Mstep: Class 7 contains 20670 members 
Mstep: Class 8 contains 2392 members 
Mstep: Class 9 contains 45055 members 
Mstep: Class 10 contains 143767 members 
Mstep: Class 11 contains 119443 members 
Mstep: Class 12 contains 5926 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10408 members 
Mstep: Class 16 contains 17051 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 6062 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736179.000000 Penalty: 14978.081055
Iteration 196Q: 26 clusters Score -1.573618e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41415 members 
Mstep: Class 6 contains 55083 members 
Mstep: Class 7 contains 20683 members 
Mstep: Class 8 contains 2392 members 
Mstep: Class 9 contains 45043 members 
Mstep: Class 10 contains 143763 members 
Mstep: Class 11 contains 119439 members 
Mstep: Class 12 contains 5934 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 17049 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 6063 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736171.000000 Penalty: 14978.081055
Iteration 197Q: 26 clusters Score -1.573617e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 55082 members 
Mstep: Class 7 contains 20693 members 
Mstep: Class 8 contains 2392 members 
Mstep: Class 9 contains 45036 members 
Mstep: Class 10 contains 143759 members 
Mstep: Class 11 contains 119438 members 
Mstep: Class 12 contains 5938 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10401 members 
Mstep: Class 16 contains 17048 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 6063 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736171.000000 Penalty: 14978.081055
Iteration 198Q: 26 clusters Score -1.573617e+07 nChanged 36
Entering ConstructFrom: 
Score: -15736171.000000 Penalty: 14978.081055
Entering ConstructFrom: 
Trying to split cluster 1 (4433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Entering Unmasked Estep 
Score: -144479.593750 Penalty: 382.055847
	Iteration 0F: 2 clusters Score -144479.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -141444.437500 Penalty: 764.111694
	Iteration 0F: 3 clusters Score -141444.4 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -142574.906250 Penalty: 764.111694
	Iteration 1F: 3 clusters Score -142574.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -142670.125000 Penalty: 764.111694
	Iteration 2F: 3 clusters Score -142670.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -142737.500000 Penalty: 764.111694
	Iteration 3Q: 3 clusters Score -142737.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -142807.468750 Penalty: 764.111694
	Iteration 4Q: 3 clusters Score -142807.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -142875.109375 Penalty: 764.111694
	Iteration 5Q: 3 clusters Score -142875.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -142950.000000 Penalty: 764.111694
	Iteration 6Q: 3 clusters Score -142950 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -143050.640625 Penalty: 764.111694
	Iteration 7Q: 3 clusters Score -143050.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -143178.937500 Penalty: 764.111694
	Iteration 8Q: 3 clusters Score -143178.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -143326.796875 Penalty: 764.111694
	Iteration 9Q: 3 clusters Score -143326.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -143507.312500 Penalty: 764.111694
	Iteration 10Q: 3 clusters Score -143507.3 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -143670.015625 Penalty: 764.111694
	Iteration 11Q: 3 clusters Score -143670 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -143782.515625 Penalty: 764.111694
	Iteration 12Q: 3 clusters Score -143782.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -143874.406250 Penalty: 764.111694
	Iteration 13Q: 3 clusters Score -143874.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -143941.421875 Penalty: 764.111694
	Iteration 14Q: 3 clusters Score -143941.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -143987.828125 Penalty: 764.111694
	Iteration 15Q: 3 clusters Score -143987.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -144014.531250 Penalty: 764.111694
	Iteration 16Q: 3 clusters Score -144014.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -144032.046875 Penalty: 764.111694
	Iteration 17Q: 3 clusters Score -144032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -144043.031250 Penalty: 764.111694
	Iteration 18Q: 3 clusters Score -144043 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -144057.921875 Penalty: 764.111694
	Iteration 19Q: 3 clusters Score -144057.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -144078.734375 Penalty: 764.111694
	Iteration 20F: 3 clusters Score -144078.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -144088.359375 Penalty: 764.111694
	Iteration 21Q: 3 clusters Score -144088.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -144093.765625 Penalty: 764.111694
	Iteration 22Q: 3 clusters Score -144093.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -144100.437500 Penalty: 764.111694
	Iteration 23Q: 3 clusters Score -144100.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -144106.281250 Penalty: 764.111694
	Iteration 24Q: 3 clusters Score -144106.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -144114.312500 Penalty: 764.111694
	Iteration 25Q: 3 clusters Score -144114.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -144120.578125 Penalty: 764.111694
	Iteration 26Q: 3 clusters Score -144120.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -144130.453125 Penalty: 764.111694
	Iteration 27Q: 3 clusters Score -144130.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -144136.609375 Penalty: 764.111694
	Iteration 28Q: 3 clusters Score -144136.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -144140.843750 Penalty: 764.111694
	Iteration 29Q: 3 clusters Score -144140.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -144143.625000 Penalty: 764.111694
	Iteration 30Q: 3 clusters Score -144143.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -144144.484375 Penalty: 764.111694
	Iteration 31Q: 3 clusters Score -144144.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -144144.484375 Penalty: 764.111694
	Iteration 32F: 3 clusters Score -144144.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -29858.673828 Penalty: 310.360382
	Iteration 0F: 2 clusters Score -29858.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -29117.597656 Penalty: 620.720764
	Iteration 0F: 3 clusters Score -29117.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -29296.630859 Penalty: 620.720764
	Iteration 1F: 3 clusters Score -29296.63 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -29335.810547 Penalty: 620.720764
	Iteration 2F: 3 clusters Score -29335.81 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -29354.486328 Penalty: 620.720764
	Iteration 3Q: 3 clusters Score -29354.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -29364.146484 Penalty: 620.720764
	Iteration 4Q: 3 clusters Score -29364.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29374.263672 Penalty: 620.720764
	Iteration 5Q: 3 clusters Score -29374.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -29389.408203 Penalty: 620.720764
	Iteration 6Q: 3 clusters Score -29389.41 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -29409.396484 Penalty: 620.720764
	Iteration 7Q: 3 clusters Score -29409.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29427.296875 Penalty: 620.720764
	Iteration 8Q: 3 clusters Score -29427.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -29441.179688 Penalty: 620.720764
	Iteration 9Q: 3 clusters Score -29441.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -29458.216797 Penalty: 620.720764
	Iteration 10Q: 3 clusters Score -29458.22 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -29479.576172 Penalty: 620.720764
	Iteration 11Q: 3 clusters Score -29479.58 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29498.400391 Penalty: 620.720764
	Iteration 12Q: 3 clusters Score -29498.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -29512.884766 Penalty: 620.720764
	Iteration 13Q: 3 clusters Score -29512.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29526.720703 Penalty: 620.720764
	Iteration 14Q: 3 clusters Score -29526.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -29537.525391 Penalty: 620.720764
	Iteration 15Q: 3 clusters Score -29537.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -29543.886719 Penalty: 620.720764
	Iteration 16Q: 3 clusters Score -29543.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -29546.041016 Penalty: 620.720764
	Iteration 17Q: 3 clusters Score -29546.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29547.451172 Penalty: 620.720764
	Iteration 18Q: 3 clusters Score -29547.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -29547.451172 Penalty: 620.720764
	Iteration 19F: 3 clusters Score -29547.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -118418.390625 Penalty: 377.481506
	Iteration 0F: 2 clusters Score -118418.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -115746.953125 Penalty: 754.963013
	Iteration 0F: 3 clusters Score -115747 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -116797.437500 Penalty: 754.963013
	Iteration 1F: 3 clusters Score -116797.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -116935.632812 Penalty: 754.963013
	Iteration 2F: 3 clusters Score -116935.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -117050.835938 Penalty: 754.963013
	Iteration 3F: 3 clusters Score -117050.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -117173.398438 Penalty: 754.963013
	Iteration 4F: 3 clusters Score -117173.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -117315.398438 Penalty: 754.963013
	Iteration 5F: 3 clusters Score -117315.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -117474.320312 Penalty: 754.963013
	Iteration 6Q: 3 clusters Score -117474.3 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -117603.859375 Penalty: 754.963013
	Iteration 7Q: 3 clusters Score -117603.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -117701.953125 Penalty: 754.963013
	Iteration 8Q: 3 clusters Score -117702 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -117790.156250 Penalty: 754.963013
	Iteration 9Q: 3 clusters Score -117790.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -117856.921875 Penalty: 754.963013
	Iteration 10Q: 3 clusters Score -117856.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -117906.765625 Penalty: 754.963013
	Iteration 11Q: 3 clusters Score -117906.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -117954.781250 Penalty: 754.963013
	Iteration 12Q: 3 clusters Score -117954.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -117993.476562 Penalty: 754.963013
	Iteration 13Q: 3 clusters Score -117993.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -118014.132812 Penalty: 754.963013
	Iteration 14Q: 3 clusters Score -118014.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -118027.671875 Penalty: 754.963013
	Iteration 15Q: 3 clusters Score -118027.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -118045.515625 Penalty: 754.963013
	Iteration 16Q: 3 clusters Score -118045.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -118060.640625 Penalty: 754.963013
	Iteration 17Q: 3 clusters Score -118060.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -118078.109375 Penalty: 754.963013
	Iteration 18Q: 3 clusters Score -118078.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -118100.054688 Penalty: 754.963013
	Iteration 19Q: 3 clusters Score -118100.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -118121.132812 Penalty: 754.963013
	Iteration 20F: 3 clusters Score -118121.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -118136.781250 Penalty: 754.963013
	Iteration 21Q: 3 clusters Score -118136.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -118142.289062 Penalty: 754.963013
	Iteration 22Q: 3 clusters Score -118142.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -118145.398438 Penalty: 754.963013
	Iteration 23Q: 3 clusters Score -118145.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -118150.054688 Penalty: 754.963013
	Iteration 24Q: 3 clusters Score -118150.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -118153.796875 Penalty: 754.963013
	Iteration 25Q: 3 clusters Score -118153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -118159.242188 Penalty: 754.963013
	Iteration 26Q: 3 clusters Score -118159.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -118162.054688 Penalty: 754.963013
	Iteration 27Q: 3 clusters Score -118162.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -118164.078125 Penalty: 754.963013
	Iteration 28Q: 3 clusters Score -118164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -118164.398438 Penalty: 754.963013
	Iteration 29Q: 3 clusters Score -118164.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -118164.398438 Penalty: 754.963013
	Iteration 30F: 3 clusters Score -118164.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -11572.794922 Penalty: 279.852417
	Iteration 0F: 2 clusters Score -11572.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11104.355469 Penalty: 559.704834
	Iteration 0F: 3 clusters Score -11104.36 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -11274.885742 Penalty: 559.704834
	Iteration 1F: 3 clusters Score -11274.89 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -11340.857422 Penalty: 559.704834
	Iteration 2F: 3 clusters Score -11340.86 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -11374.590820 Penalty: 559.704834
	Iteration 3F: 3 clusters Score -11374.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -11390.466797 Penalty: 559.704834
	Iteration 4Q: 3 clusters Score -11390.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -11401.518555 Penalty: 559.704834
	Iteration 5Q: 3 clusters Score -11401.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -11417.416016 Penalty: 559.704834
	Iteration 6Q: 3 clusters Score -11417.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11434.434570 Penalty: 559.704834
	Iteration 7Q: 3 clusters Score -11434.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -11438.818359 Penalty: 559.704834
	Iteration 8Q: 3 clusters Score -11438.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -11443.789062 Penalty: 559.704834
	Iteration 9Q: 3 clusters Score -11443.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11445.131836 Penalty: 559.704834
	Iteration 10Q: 3 clusters Score -11445.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -11445.131836 Penalty: 559.704834
	Iteration 11F: 3 clusters Score -11445.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41417 members 
Entering Unmasked Estep 
Score: -1323874.875000 Penalty: 483.730835
	Iteration 0F: 2 clusters Score -1323875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -1296030.125000 Penalty: 967.461670
	Iteration 0F: 3 clusters Score -1296030 nChanged 20017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -1308002.125000 Penalty: 967.461670
	Iteration 1F: 3 clusters Score -1308002 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -1309046.500000 Penalty: 967.461670
	Iteration 2F: 3 clusters Score -1309046 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -1310579.125000 Penalty: 967.461670
	Iteration 3F: 3 clusters Score -1310579 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 27802 members 
Entering Unmasked Estep 
Score: -1312603.250000 Penalty: 967.461670
	Iteration 4F: 3 clusters Score -1312603 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -1315165.625000 Penalty: 967.461670
	Iteration 5F: 3 clusters Score -1315166 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -1317704.000000 Penalty: 967.461670
	Iteration 6F: 3 clusters Score -1317704 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 34222 members 
Entering Unmasked Estep 
Score: -1319755.625000 Penalty: 967.461670
	Iteration 7F: 3 clusters Score -1319756 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -1321055.000000 Penalty: 967.461670
	Iteration 8Q: 3 clusters Score -1321055 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 35988 members 
Entering Unmasked Estep 
Score: -1321770.875000 Penalty: 967.461670
	Iteration 9Q: 3 clusters Score -1321771 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -1322214.500000 Penalty: 967.461670
	Iteration 10Q: 3 clusters Score -1322214 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -1322498.375000 Penalty: 967.461670
	Iteration 11Q: 3 clusters Score -1322498 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 37285 members 
Entering Unmasked Estep 
Score: -1322713.000000 Penalty: 967.461670
	Iteration 12Q: 3 clusters Score -1322713 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -1322857.125000 Penalty: 967.461670
	Iteration 13Q: 3 clusters Score -1322857 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 37878 members 
Entering Unmasked Estep 
Score: -1322958.500000 Penalty: 967.461670
	Iteration 14Q: 3 clusters Score -1322958 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -1323035.125000 Penalty: 967.461670
	Iteration 15Q: 3 clusters Score -1323035 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 38326 members 
Entering Unmasked Estep 
Score: -1323104.125000 Penalty: 967.461670
	Iteration 16Q: 3 clusters Score -1323104 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -1323160.250000 Penalty: 967.461670
	Iteration 17Q: 3 clusters Score -1323160 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -1323221.375000 Penalty: 967.461670
	Iteration 18Q: 3 clusters Score -1323221 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -1323271.375000 Penalty: 967.461670
	Iteration 19Q: 3 clusters Score -1323271 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 39077 members 
Entering Unmasked Estep 
Score: -1323345.250000 Penalty: 967.461670
	Iteration 20F: 3 clusters Score -1323345 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 39254 members 
Entering Unmasked Estep 
Score: -1323401.750000 Penalty: 967.461670
	Iteration 21Q: 3 clusters Score -1323402 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -1323440.750000 Penalty: 967.461670
	Iteration 22Q: 3 clusters Score -1323441 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -1323482.125000 Penalty: 967.461670
	Iteration 23Q: 3 clusters Score -1323482 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 39608 members 
Entering Unmasked Estep 
Score: -1323513.875000 Penalty: 967.461670
	Iteration 24Q: 3 clusters Score -1323514 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 39694 members 
Entering Unmasked Estep 
Score: -1323543.000000 Penalty: 967.461670
	Iteration 25Q: 3 clusters Score -1323543 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 39762 members 
Entering Unmasked Estep 
Score: -1323562.625000 Penalty: 967.461670
	Iteration 26Q: 3 clusters Score -1323563 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -1323573.625000 Penalty: 967.461670
	Iteration 27Q: 3 clusters Score -1323574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 39850 members 
Entering Unmasked Estep 
Score: -1323578.750000 Penalty: 967.461670
	Iteration 28Q: 3 clusters Score -1323579 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -1323585.625000 Penalty: 967.461670
	Iteration 29Q: 3 clusters Score -1323586 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -1323590.000000 Penalty: 967.461670
	Iteration 30Q: 3 clusters Score -1323590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 39976 members 
Entering Unmasked Estep 
Score: -1323602.625000 Penalty: 967.461670
	Iteration 31Q: 3 clusters Score -1323603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -1323608.875000 Penalty: 967.461670
	Iteration 32Q: 3 clusters Score -1323609 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -1323612.000000 Penalty: 967.461670
	Iteration 33Q: 3 clusters Score -1323612 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -1323615.500000 Penalty: 967.461670
	Iteration 34Q: 3 clusters Score -1323616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -1323621.625000 Penalty: 967.461670
	Iteration 35Q: 3 clusters Score -1323622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -1323626.375000 Penalty: 967.461670
	Iteration 36Q: 3 clusters Score -1323626 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 40165 members 
Entering Unmasked Estep 
Score: -1323631.875000 Penalty: 967.461670
	Iteration 37Q: 3 clusters Score -1323632 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -1323638.375000 Penalty: 967.461670
	Iteration 38Q: 3 clusters Score -1323638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -1323646.000000 Penalty: 967.461670
	Iteration 39Q: 3 clusters Score -1323646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 40222 members 
Entering Unmasked Estep 
Score: -1323648.750000 Penalty: 967.461670
	Iteration 40F: 3 clusters Score -1323649 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -1323648.500000 Penalty: 967.461670
	Iteration 41Q: 3 clusters Score -1323648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 40241 members 
Entering Unmasked Estep 
Score: -1323649.375000 Penalty: 967.461670
	Iteration 42Q: 3 clusters Score -1323649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -1323650.000000 Penalty: 967.461670
	Iteration 43Q: 3 clusters Score -1323650 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -1323653.125000 Penalty: 967.461670
	Iteration 44Q: 3 clusters Score -1323653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 40267 members 
Entering Unmasked Estep 
Score: -1323654.625000 Penalty: 967.461670
	Iteration 45Q: 3 clusters Score -1323655 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 40277 members 
Entering Unmasked Estep 
Score: -1323658.750000 Penalty: 967.461670
	Iteration 46Q: 3 clusters Score -1323659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -1323660.500000 Penalty: 967.461670
	Iteration 47Q: 3 clusters Score -1323660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
Score: -1323662.750000 Penalty: 967.461670
	Iteration 48Q: 3 clusters Score -1323663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -1323665.625000 Penalty: 967.461670
	Iteration 49Q: 3 clusters Score -1323666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -1323663.750000 Penalty: 967.461670
	Iteration 50Q: 3 clusters Score -1323664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 40338 members 
Entering Unmasked Estep 
Score: -1323666.125000 Penalty: 967.461670
	Iteration 51Q: 3 clusters Score -1323666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 40348 members 
Entering Unmasked Estep 
Score: -1323667.250000 Penalty: 967.461670
	Iteration 52Q: 3 clusters Score -1323667 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 40359 members 
Entering Unmasked Estep 
Score: -1323668.125000 Penalty: 967.461670
	Iteration 53Q: 3 clusters Score -1323668 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 40368 members 
Entering Unmasked Estep 
Score: -1323671.000000 Penalty: 967.461670
	Iteration 54Q: 3 clusters Score -1323671 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -1323672.250000 Penalty: 967.461670
	Iteration 55Q: 3 clusters Score -1323672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 40381 members 
Entering Unmasked Estep 
Score: -1323672.625000 Penalty: 967.461670
	Iteration 56Q: 3 clusters Score -1323673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 40382 members 
Entering Unmasked Estep 
Score: -1323673.750000 Penalty: 967.461670
	Iteration 57Q: 3 clusters Score -1323674 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 40387 members 
Entering Unmasked Estep 
Score: -1323673.375000 Penalty: 967.461670
	Iteration 58Q: 3 clusters Score -1323673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 40389 members 
Entering Unmasked Estep 
Score: -1323676.250000 Penalty: 967.461670
	Iteration 59Q: 3 clusters Score -1323676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -1323676.500000 Penalty: 967.461670
	Iteration 60F: 3 clusters Score -1323676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 40399 members 
Entering Unmasked Estep 
Score: -1323677.000000 Penalty: 967.461670
	Iteration 61Q: 3 clusters Score -1323677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -1323676.250000 Penalty: 967.461670
	Iteration 62Q: 3 clusters Score -1323676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 40402 members 
Entering Unmasked Estep 
Score: -1323675.625000 Penalty: 967.461670
	Iteration 63Q: 3 clusters Score -1323676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 40404 members 
Entering Unmasked Estep 
Score: -1323674.875000 Penalty: 967.461670
	Iteration 64Q: 3 clusters Score -1323675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 40405 members 
Entering Unmasked Estep 
Score: -1323675.125000 Penalty: 967.461670
	Iteration 65Q: 3 clusters Score -1323675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -1323677.625000 Penalty: 967.461670
	Iteration 66Q: 3 clusters Score -1323678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 40406 members 
Entering Unmasked Estep 
Score: -1323677.625000 Penalty: 967.461670
	Iteration 67F: 3 clusters Score -1323678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Entering Unmasked Estep 
Score: -1692682.625000 Penalty: 496.703491
	Iteration 0F: 2 clusters Score -1692683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 27638 members 
Entering Unmasked Estep 
Score: -1655799.250000 Penalty: 993.406982
	Iteration 0F: 3 clusters Score -1655799 nChanged 26614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25489 members 
Mstep: Class 2 contains 29592 members 
Entering Unmasked Estep 
Score: -1672059.125000 Penalty: 993.406982
	Iteration 1F: 3 clusters Score -1672059 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -1672937.750000 Penalty: 993.406982
	Iteration 2Q: 3 clusters Score -1672938 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 33251 members 
Entering Unmasked Estep 
Score: -1674164.875000 Penalty: 993.406982
	Iteration 3F: 3 clusters Score -1674165 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 36071 members 
Entering Unmasked Estep 
Score: -1675932.125000 Penalty: 993.406982
	Iteration 4F: 3 clusters Score -1675932 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 39563 members 
Entering Unmasked Estep 
Score: -1678446.000000 Penalty: 993.406982
	Iteration 5F: 3 clusters Score -1678446 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -1681794.250000 Penalty: 993.406982
	Iteration 6F: 3 clusters Score -1681794 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 47441 members 
Entering Unmasked Estep 
Score: -1685519.000000 Penalty: 993.406982
	Iteration 7F: 3 clusters Score -1685519 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 50588 members 
Entering Unmasked Estep 
Score: -1688581.000000 Penalty: 993.406982
	Iteration 8F: 3 clusters Score -1688581 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 52603 members 
Entering Unmasked Estep 
Score: -1690508.875000 Penalty: 993.406982
	Iteration 9Q: 3 clusters Score -1690509 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -1691405.875000 Penalty: 993.406982
	Iteration 10Q: 3 clusters Score -1691406 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 54165 members 
Entering Unmasked Estep 
Score: -1691817.500000 Penalty: 993.406982
	Iteration 11Q: 3 clusters Score -1691818 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -1692028.000000 Penalty: 993.406982
	Iteration 12Q: 3 clusters Score -1692028 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -1692150.875000 Penalty: 993.406982
	Iteration 13Q: 3 clusters Score -1692151 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 54583 members 
Entering Unmasked Estep 
Score: -1692217.000000 Penalty: 993.406982
	Iteration 14Q: 3 clusters Score -1692217 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 54616 members 
Entering Unmasked Estep 
Score: -1692268.250000 Penalty: 993.406982
	Iteration 15Q: 3 clusters Score -1692268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -1692307.875000 Penalty: 993.406982
	Iteration 16Q: 3 clusters Score -1692308 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 54652 members 
Entering Unmasked Estep 
Score: -1692332.875000 Penalty: 993.406982
	Iteration 17Q: 3 clusters Score -1692333 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -1692348.500000 Penalty: 993.406982
	Iteration 18Q: 3 clusters Score -1692348 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -1692356.375000 Penalty: 993.406982
	Iteration 19Q: 3 clusters Score -1692356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -1692361.875000 Penalty: 993.406982
	Iteration 20F: 3 clusters Score -1692362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 54657 members 
Entering Unmasked Estep 
Score: -1692364.875000 Penalty: 993.406982
	Iteration 21Q: 3 clusters Score -1692365 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 54662 members 
Entering Unmasked Estep 
Score: -1692369.250000 Penalty: 993.406982
	Iteration 22Q: 3 clusters Score -1692369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -1692372.500000 Penalty: 993.406982
	Iteration 23Q: 3 clusters Score -1692372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -1692372.875000 Penalty: 993.406982
	Iteration 24Q: 3 clusters Score -1692373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -1692379.875000 Penalty: 993.406982
	Iteration 25Q: 3 clusters Score -1692380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -1692385.625000 Penalty: 993.406982
	Iteration 26Q: 3 clusters Score -1692386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 54650 members 
Entering Unmasked Estep 
Score: -1692387.500000 Penalty: 993.406982
	Iteration 27Q: 3 clusters Score -1692388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -1692392.250000 Penalty: 993.406982
	Iteration 28Q: 3 clusters Score -1692392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -1692403.250000 Penalty: 993.406982
	Iteration 29Q: 3 clusters Score -1692403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -1692409.125000 Penalty: 993.406982
	Iteration 30Q: 3 clusters Score -1692409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -1692417.750000 Penalty: 993.406982
	Iteration 31Q: 3 clusters Score -1692418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -1692422.250000 Penalty: 993.406982
	Iteration 32Q: 3 clusters Score -1692422 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 54660 members 
Entering Unmasked Estep 
Score: -1692426.625000 Penalty: 993.406982
	Iteration 33Q: 3 clusters Score -1692427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -1692427.750000 Penalty: 993.406982
	Iteration 34Q: 3 clusters Score -1692428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -1692426.000000 Penalty: 993.406982
	Iteration 35Q: 3 clusters Score -1692426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -1692428.500000 Penalty: 993.406982
	Iteration 36Q: 3 clusters Score -1692428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -1692427.750000 Penalty: 993.406982
	Iteration 37Q: 3 clusters Score -1692428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -1692427.500000 Penalty: 993.406982
	Iteration 38Q: 3 clusters Score -1692428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -1692427.125000 Penalty: 993.406982
	Iteration 39Q: 3 clusters Score -1692427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 54656 members 
Entering Unmasked Estep 
Score: -1692427.750000 Penalty: 993.406982
	Iteration 40F: 3 clusters Score -1692428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -1692426.875000 Penalty: 993.406982
	Iteration 41Q: 3 clusters Score -1692427 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -1692426.500000 Penalty: 993.406982
	Iteration 42Q: 3 clusters Score -1692426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -1692429.750000 Penalty: 993.406982
	Iteration 43Q: 3 clusters Score -1692430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -1692430.125000 Penalty: 993.406982
	Iteration 44Q: 3 clusters Score -1692430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 54651 members 
Entering Unmasked Estep 
Score: -1692433.750000 Penalty: 993.406982
	Iteration 45Q: 3 clusters Score -1692434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 54649 members 
Entering Unmasked Estep 
Score: -1692433.750000 Penalty: 993.406982
	Iteration 46Q: 3 clusters Score -1692434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 54645 members 
Entering Unmasked Estep 
Score: -1692433.750000 Penalty: 993.406982
	Iteration 47Q: 3 clusters Score -1692434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 54640 members 
Entering Unmasked Estep 
Score: -1692435.375000 Penalty: 993.406982
	Iteration 48Q: 3 clusters Score -1692435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 54638 members 
Entering Unmasked Estep 
Score: -1692433.875000 Penalty: 993.406982
	Iteration 49Q: 3 clusters Score -1692434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -1692433.000000 Penalty: 993.406982
	Iteration 50Q: 3 clusters Score -1692433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -1692432.625000 Penalty: 993.406982
	Iteration 51Q: 3 clusters Score -1692433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 54635 members 
Entering Unmasked Estep 
Score: -1692433.250000 Penalty: 993.406982
	Iteration 52Q: 3 clusters Score -1692433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 54633 members 
Entering Unmasked Estep 
Score: -1692434.125000 Penalty: 993.406982
	Iteration 53Q: 3 clusters Score -1692434 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -1692435.250000 Penalty: 993.406982
	Iteration 54Q: 3 clusters Score -1692435 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 54634 members 
Entering Unmasked Estep 
Score: -1692435.250000 Penalty: 993.406982
	Iteration 55F: 3 clusters Score -1692435 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Entering Unmasked Estep 
Score: -696432.312500 Penalty: 452.173950
	Iteration 0F: 2 clusters Score -696432.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -682765.750000 Penalty: 904.347900
	Iteration 0F: 3 clusters Score -682765.8 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -688586.875000 Penalty: 904.347900
	Iteration 1F: 3 clusters Score -688586.9 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -689153.375000 Penalty: 904.347900
	Iteration 2F: 3 clusters Score -689153.4 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -690012.750000 Penalty: 904.347900
	Iteration 3F: 3 clusters Score -690012.8 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -691105.812500 Penalty: 904.347900
	Iteration 4F: 3 clusters Score -691105.8 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -692319.562500 Penalty: 904.347900
	Iteration 5F: 3 clusters Score -692319.6 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -693341.250000 Penalty: 904.347900
	Iteration 6F: 3 clusters Score -693341.2 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -693831.500000 Penalty: 904.347900
	Iteration 7Q: 3 clusters Score -693831.5 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -694054.625000 Penalty: 904.347900
	Iteration 8Q: 3 clusters Score -694054.6 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -694211.062500 Penalty: 904.347900
	Iteration 9Q: 3 clusters Score -694211.1 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -694362.562500 Penalty: 904.347900
	Iteration 10Q: 3 clusters Score -694362.6 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -694501.500000 Penalty: 904.347900
	Iteration 11Q: 3 clusters Score -694501.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -694621.875000 Penalty: 904.347900
	Iteration 12Q: 3 clusters Score -694621.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -694721.625000 Penalty: 904.347900
	Iteration 13Q: 3 clusters Score -694721.6 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -694816.125000 Penalty: 904.347900
	Iteration 14Q: 3 clusters Score -694816.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 15986 members 
Entering Unmasked Estep 
Score: -694910.500000 Penalty: 904.347900
	Iteration 15Q: 3 clusters Score -694910.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -694984.875000 Penalty: 904.347900
	Iteration 16Q: 3 clusters Score -694984.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -695051.875000 Penalty: 904.347900
	Iteration 17Q: 3 clusters Score -695051.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -695117.250000 Penalty: 904.347900
	Iteration 18Q: 3 clusters Score -695117.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -695174.500000 Penalty: 904.347900
	Iteration 19Q: 3 clusters Score -695174.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -695222.125000 Penalty: 904.347900
	Iteration 20F: 3 clusters Score -695222.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -695269.187500 Penalty: 904.347900
	Iteration 21Q: 3 clusters Score -695269.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -695312.375000 Penalty: 904.347900
	Iteration 22Q: 3 clusters Score -695312.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -695355.937500 Penalty: 904.347900
	Iteration 23Q: 3 clusters Score -695355.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -695397.250000 Penalty: 904.347900
	Iteration 24Q: 3 clusters Score -695397.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -695447.187500 Penalty: 904.347900
	Iteration 25Q: 3 clusters Score -695447.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -695496.312500 Penalty: 904.347900
	Iteration 26Q: 3 clusters Score -695496.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -695537.687500 Penalty: 904.347900
	Iteration 27Q: 3 clusters Score -695537.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 18134 members 
Entering Unmasked Estep 
Score: -695573.437500 Penalty: 904.347900
	Iteration 28Q: 3 clusters Score -695573.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -695601.937500 Penalty: 904.347900
	Iteration 29Q: 3 clusters Score -695601.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -695630.562500 Penalty: 904.347900
	Iteration 30Q: 3 clusters Score -695630.6 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -695657.000000 Penalty: 904.347900
	Iteration 31Q: 3 clusters Score -695657 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -695676.437500 Penalty: 904.347900
	Iteration 32Q: 3 clusters Score -695676.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -695691.562500 Penalty: 904.347900
	Iteration 33Q: 3 clusters Score -695691.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -695708.812500 Penalty: 904.347900
	Iteration 34Q: 3 clusters Score -695708.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -695725.562500 Penalty: 904.347900
	Iteration 35Q: 3 clusters Score -695725.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -695741.437500 Penalty: 904.347900
	Iteration 36Q: 3 clusters Score -695741.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -695764.375000 Penalty: 904.347900
	Iteration 37Q: 3 clusters Score -695764.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -695785.937500 Penalty: 904.347900
	Iteration 38Q: 3 clusters Score -695785.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -695805.062500 Penalty: 904.347900
	Iteration 39Q: 3 clusters Score -695805.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -695823.937500 Penalty: 904.347900
	Iteration 40F: 3 clusters Score -695823.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -695835.937500 Penalty: 904.347900
	Iteration 41Q: 3 clusters Score -695835.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -695848.000000 Penalty: 904.347900
	Iteration 42Q: 3 clusters Score -695848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -695860.000000 Penalty: 904.347900
	Iteration 43Q: 3 clusters Score -695860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -695877.125000 Penalty: 904.347900
	Iteration 44Q: 3 clusters Score -695877.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -695894.375000 Penalty: 904.347900
	Iteration 45Q: 3 clusters Score -695894.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 19568 members 
Entering Unmasked Estep 
Score: -695910.125000 Penalty: 904.347900
	Iteration 46Q: 3 clusters Score -695910.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 19625 members 
Entering Unmasked Estep 
Score: -695924.875000 Penalty: 904.347900
	Iteration 47Q: 3 clusters Score -695924.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -695937.312500 Penalty: 904.347900
	Iteration 48Q: 3 clusters Score -695937.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -695958.562500 Penalty: 904.347900
	Iteration 49Q: 3 clusters Score -695958.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -695970.250000 Penalty: 904.347900
	Iteration 50Q: 3 clusters Score -695970.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -695981.750000 Penalty: 904.347900
	Iteration 51Q: 3 clusters Score -695981.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -695991.687500 Penalty: 904.347900
	Iteration 52Q: 3 clusters Score -695991.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -695999.500000 Penalty: 904.347900
	Iteration 53Q: 3 clusters Score -695999.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -696002.125000 Penalty: 904.347900
	Iteration 54Q: 3 clusters Score -696002.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -696006.250000 Penalty: 904.347900
	Iteration 55Q: 3 clusters Score -696006.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -696010.500000 Penalty: 904.347900
	Iteration 56Q: 3 clusters Score -696010.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -696016.000000 Penalty: 904.347900
	Iteration 57Q: 3 clusters Score -696016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -696024.500000 Penalty: 904.347900
	Iteration 58Q: 3 clusters Score -696024.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -696031.375000 Penalty: 904.347900
	Iteration 59Q: 3 clusters Score -696031.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -696033.875000 Penalty: 904.347900
	Iteration 60F: 3 clusters Score -696033.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -696040.062500 Penalty: 904.347900
	Iteration 61Q: 3 clusters Score -696040.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -696043.187500 Penalty: 904.347900
	Iteration 62Q: 3 clusters Score -696043.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 20095 members 
Entering Unmasked Estep 
Score: -696046.312500 Penalty: 904.347900
	Iteration 63Q: 3 clusters Score -696046.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -696050.625000 Penalty: 904.347900
	Iteration 64Q: 3 clusters Score -696050.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -696057.062500 Penalty: 904.347900
	Iteration 65Q: 3 clusters Score -696057.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -696059.187500 Penalty: 904.347900
	Iteration 66Q: 3 clusters Score -696059.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -696065.125000 Penalty: 904.347900
	Iteration 67Q: 3 clusters Score -696065.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -696071.500000 Penalty: 904.347900
	Iteration 68Q: 3 clusters Score -696071.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 20183 members 
Entering Unmasked Estep 
Score: -696075.812500 Penalty: 904.347900
	Iteration 69Q: 3 clusters Score -696075.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -696080.500000 Penalty: 904.347900
	Iteration 70Q: 3 clusters Score -696080.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -696082.125000 Penalty: 904.347900
	Iteration 71Q: 3 clusters Score -696082.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 20210 members 
Entering Unmasked Estep 
Score: -696082.562500 Penalty: 904.347900
	Iteration 72Q: 3 clusters Score -696082.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -696082.875000 Penalty: 904.347900
	Iteration 73Q: 3 clusters Score -696082.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 20218 members 
Entering Unmasked Estep 
Score: -696085.375000 Penalty: 904.347900
	Iteration 74Q: 3 clusters Score -696085.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -696086.312500 Penalty: 904.347900
	Iteration 75Q: 3 clusters Score -696086.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -696087.812500 Penalty: 904.347900
	Iteration 76Q: 3 clusters Score -696087.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -696089.812500 Penalty: 904.347900
	Iteration 77Q: 3 clusters Score -696089.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -696091.687500 Penalty: 904.347900
	Iteration 78Q: 3 clusters Score -696091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 20239 members 
Entering Unmasked Estep 
Score: -696090.812500 Penalty: 904.347900
	Iteration 79Q: 3 clusters Score -696090.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -696092.500000 Penalty: 904.347900
	Iteration 80F: 3 clusters Score -696092.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -696092.625000 Penalty: 904.347900
	Iteration 81Q: 3 clusters Score -696092.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -696091.687500 Penalty: 904.347900
	Iteration 82Q: 3 clusters Score -696091.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 20245 members 
Entering Unmasked Estep 
Score: -696091.687500 Penalty: 904.347900
	Iteration 83F: 3 clusters Score -696091.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Entering Unmasked Estep 
Score: -72015.953125 Penalty: 353.908630
	Iteration 0F: 2 clusters Score -72015.95 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -70353.203125 Penalty: 707.817261
	Iteration 0F: 3 clusters Score -70353.2 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -70888.046875 Penalty: 707.817261
	Iteration 1F: 3 clusters Score -70888.05 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -70946.750000 Penalty: 707.817261
	Iteration 2F: 3 clusters Score -70946.75 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -70994.734375 Penalty: 707.817261
	Iteration 3Q: 3 clusters Score -70994.73 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -71054.453125 Penalty: 707.817261
	Iteration 4Q: 3 clusters Score -71054.45 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -71143.312500 Penalty: 707.817261
	Iteration 5Q: 3 clusters Score -71143.31 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -71239.554688 Penalty: 707.817261
	Iteration 6F: 3 clusters Score -71239.55 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -71325.687500 Penalty: 707.817261
	Iteration 7F: 3 clusters Score -71325.69 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -71412.718750 Penalty: 707.817261
	Iteration 8F: 3 clusters Score -71412.72 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -71484.976562 Penalty: 707.817261
	Iteration 9Q: 3 clusters Score -71484.98 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -71550.484375 Penalty: 707.817261
	Iteration 10Q: 3 clusters Score -71550.48 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -71600.687500 Penalty: 707.817261
	Iteration 11Q: 3 clusters Score -71600.69 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -71626.570312 Penalty: 707.817261
	Iteration 12Q: 3 clusters Score -71626.57 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -71647.078125 Penalty: 707.817261
	Iteration 13Q: 3 clusters Score -71647.08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -71657.078125 Penalty: 707.817261
	Iteration 14Q: 3 clusters Score -71657.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -71666.992188 Penalty: 707.817261
	Iteration 15Q: 3 clusters Score -71666.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -71674.046875 Penalty: 707.817261
	Iteration 16Q: 3 clusters Score -71674.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -71679.828125 Penalty: 707.817261
	Iteration 17Q: 3 clusters Score -71679.83 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -71689.195312 Penalty: 707.817261
	Iteration 18Q: 3 clusters Score -71689.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -71695.437500 Penalty: 707.817261
	Iteration 19Q: 3 clusters Score -71695.44 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -71702.835938 Penalty: 707.817261
	Iteration 20F: 3 clusters Score -71702.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -71708.148438 Penalty: 707.817261
	Iteration 21Q: 3 clusters Score -71708.15 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -71714.140625 Penalty: 707.817261
	Iteration 22Q: 3 clusters Score -71714.14 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -71718.648438 Penalty: 707.817261
	Iteration 23Q: 3 clusters Score -71718.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -71726.007812 Penalty: 707.817261
	Iteration 24Q: 3 clusters Score -71726.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -71733.445312 Penalty: 707.817261
	Iteration 25Q: 3 clusters Score -71733.45 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -71747.890625 Penalty: 707.817261
	Iteration 26Q: 3 clusters Score -71747.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -71764.171875 Penalty: 707.817261
	Iteration 27Q: 3 clusters Score -71764.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -71773.859375 Penalty: 707.817261
	Iteration 28Q: 3 clusters Score -71773.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -71779.453125 Penalty: 707.817261
	Iteration 29Q: 3 clusters Score -71779.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -71782.757812 Penalty: 707.817261
	Iteration 30Q: 3 clusters Score -71782.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71790.023438 Penalty: 707.817261
	Iteration 31Q: 3 clusters Score -71790.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71797.843750 Penalty: 707.817261
	Iteration 32Q: 3 clusters Score -71797.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -71805.000000 Penalty: 707.817261
	Iteration 33Q: 3 clusters Score -71805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -71811.796875 Penalty: 707.817261
	Iteration 34Q: 3 clusters Score -71811.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -71818.007812 Penalty: 707.817261
	Iteration 35Q: 3 clusters Score -71818.01 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -71823.570312 Penalty: 707.817261
	Iteration 36Q: 3 clusters Score -71823.57 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -71827.125000 Penalty: 707.817261
	Iteration 37Q: 3 clusters Score -71827.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71830.171875 Penalty: 707.817261
	Iteration 38Q: 3 clusters Score -71830.17 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -71832.203125 Penalty: 707.817261
	Iteration 39Q: 3 clusters Score -71832.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -71833.976562 Penalty: 707.817261
	Iteration 40F: 3 clusters Score -71833.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -71834.687500 Penalty: 707.817261
	Iteration 41Q: 3 clusters Score -71834.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -71834.937500 Penalty: 707.817261
	Iteration 42Q: 3 clusters Score -71834.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71835.195312 Penalty: 707.817261
	Iteration 43Q: 3 clusters Score -71835.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -71835.195312 Penalty: 707.817261
	Iteration 44F: 3 clusters Score -71835.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (45032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Entering Unmasked Estep 
Score: -1402498.500000 Penalty: 487.538361
	Iteration 0F: 2 clusters Score -1402498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -1372106.750000 Penalty: 975.076721
	Iteration 0F: 3 clusters Score -1372107 nChanged 21905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25041 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -1385989.375000 Penalty: 975.076721
	Iteration 1F: 3 clusters Score -1385989 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -1387097.500000 Penalty: 975.076721
	Iteration 2F: 3 clusters Score -1387098 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -1388341.000000 Penalty: 975.076721
	Iteration 3F: 3 clusters Score -1388341 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -1389835.125000 Penalty: 975.076721
	Iteration 4F: 3 clusters Score -1389835 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1391588.625000 Penalty: 975.076721
	Iteration 5F: 3 clusters Score -1391589 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34548 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1393553.125000 Penalty: 975.076721
	Iteration 6F: 3 clusters Score -1393553 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1395641.000000 Penalty: 975.076721
	Iteration 7F: 3 clusters Score -1395641 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38949 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1397603.125000 Penalty: 975.076721
	Iteration 8Q: 3 clusters Score -1397603 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40474 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1399050.500000 Penalty: 975.076721
	Iteration 9Q: 3 clusters Score -1399050 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1400031.500000 Penalty: 975.076721
	Iteration 10Q: 3 clusters Score -1400032 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1400698.250000 Penalty: 975.076721
	Iteration 11Q: 3 clusters Score -1400698 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42595 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1401118.625000 Penalty: 975.076721
	Iteration 12Q: 3 clusters Score -1401119 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1401381.250000 Penalty: 975.076721
	Iteration 13Q: 3 clusters Score -1401381 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43168 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1401550.750000 Penalty: 975.076721
	Iteration 14Q: 3 clusters Score -1401551 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1401674.625000 Penalty: 975.076721
	Iteration 15Q: 3 clusters Score -1401675 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1401761.000000 Penalty: 975.076721
	Iteration 16Q: 3 clusters Score -1401761 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43667 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1401816.750000 Penalty: 975.076721
	Iteration 17Q: 3 clusters Score -1401817 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43776 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1401860.250000 Penalty: 975.076721
	Iteration 18Q: 3 clusters Score -1401860 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1401891.875000 Penalty: 975.076721
	Iteration 19Q: 3 clusters Score -1401892 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1401929.250000 Penalty: 975.076721
	Iteration 20F: 3 clusters Score -1401929 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44010 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -1401952.500000 Penalty: 975.076721
	Iteration 21Q: 3 clusters Score -1401952 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1401970.250000 Penalty: 975.076721
	Iteration 22Q: 3 clusters Score -1401970 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1401985.625000 Penalty: 975.076721
	Iteration 23Q: 3 clusters Score -1401986 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44149 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1402008.000000 Penalty: 975.076721
	Iteration 24Q: 3 clusters Score -1402008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1402023.375000 Penalty: 975.076721
	Iteration 25Q: 3 clusters Score -1402023 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1402031.750000 Penalty: 975.076721
	Iteration 26Q: 3 clusters Score -1402032 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1402038.375000 Penalty: 975.076721
	Iteration 27Q: 3 clusters Score -1402038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44276 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1402039.875000 Penalty: 975.076721
	Iteration 28Q: 3 clusters Score -1402040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44299 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1402045.750000 Penalty: 975.076721
	Iteration 29Q: 3 clusters Score -1402046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44322 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1402053.125000 Penalty: 975.076721
	Iteration 30Q: 3 clusters Score -1402053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44350 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1402063.500000 Penalty: 975.076721
	Iteration 31Q: 3 clusters Score -1402064 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44376 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1402073.750000 Penalty: 975.076721
	Iteration 32Q: 3 clusters Score -1402074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44399 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1402080.500000 Penalty: 975.076721
	Iteration 33Q: 3 clusters Score -1402080 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1402090.000000 Penalty: 975.076721
	Iteration 34Q: 3 clusters Score -1402090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44439 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1402093.750000 Penalty: 975.076721
	Iteration 35Q: 3 clusters Score -1402094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1402094.375000 Penalty: 975.076721
	Iteration 36Q: 3 clusters Score -1402094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44475 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1402097.375000 Penalty: 975.076721
	Iteration 37Q: 3 clusters Score -1402097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1402101.625000 Penalty: 975.076721
	Iteration 38Q: 3 clusters Score -1402102 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1402104.625000 Penalty: 975.076721
	Iteration 39Q: 3 clusters Score -1402105 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1402107.125000 Penalty: 975.076721
	Iteration 40F: 3 clusters Score -1402107 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1402112.875000 Penalty: 975.076721
	Iteration 41Q: 3 clusters Score -1402113 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44534 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -1402116.125000 Penalty: 975.076721
	Iteration 42Q: 3 clusters Score -1402116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44542 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1402122.000000 Penalty: 975.076721
	Iteration 43Q: 3 clusters Score -1402122 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1402125.250000 Penalty: 975.076721
	Iteration 44Q: 3 clusters Score -1402125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44557 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1402125.250000 Penalty: 975.076721
	Iteration 45Q: 3 clusters Score -1402125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44563 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1402126.750000 Penalty: 975.076721
	Iteration 46Q: 3 clusters Score -1402127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44569 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1402125.875000 Penalty: 975.076721
	Iteration 47Q: 3 clusters Score -1402126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1402126.625000 Penalty: 975.076721
	Iteration 48Q: 3 clusters Score -1402127 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44576 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1402127.250000 Penalty: 975.076721
	Iteration 49Q: 3 clusters Score -1402127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1402129.875000 Penalty: 975.076721
	Iteration 50Q: 3 clusters Score -1402130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1402130.250000 Penalty: 975.076721
	Iteration 51Q: 3 clusters Score -1402130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44586 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1402130.000000 Penalty: 975.076721
	Iteration 52Q: 3 clusters Score -1402130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44589 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1402130.625000 Penalty: 975.076721
	Iteration 53Q: 3 clusters Score -1402131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1402131.750000 Penalty: 975.076721
	Iteration 54Q: 3 clusters Score -1402132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44591 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1402132.375000 Penalty: 975.076721
	Iteration 55Q: 3 clusters Score -1402132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1402134.625000 Penalty: 975.076721
	Iteration 56Q: 3 clusters Score -1402135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1402134.750000 Penalty: 975.076721
	Iteration 57Q: 3 clusters Score -1402135 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1402134.750000 Penalty: 975.076721
	Iteration 58F: 3 clusters Score -1402135 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143754 members 
Entering Unmasked Estep 
Score: -4791666.500000 Penalty: 540.351562
	Iteration 0F: 2 clusters Score -4791666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71656 members 
Mstep: Class 2 contains 72098 members 
Entering Unmasked Estep 
Score: -4694563.000000 Penalty: 1080.703125
	Iteration 0F: 3 clusters Score -4694563 nChanged 70382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71544 members 
Mstep: Class 2 contains 72210 members 
Entering Unmasked Estep 
Score: -4739448.000000 Penalty: 1080.703125
	Iteration 1F: 3 clusters Score -4739448 nChanged 8142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73102 members 
Mstep: Class 2 contains 70652 members 
Entering Unmasked Estep 
Score: -4743054.500000 Penalty: 1080.703125
	Iteration 2F: 3 clusters Score -4743054 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74473 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -4746656.000000 Penalty: 1080.703125
	Iteration 3F: 3 clusters Score -4746656 nChanged 7826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75183 members 
Mstep: Class 2 contains 68571 members 
Entering Unmasked Estep 
Score: -4749866.000000 Penalty: 1080.703125
	Iteration 4F: 3 clusters Score -4749866 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75177 members 
Mstep: Class 2 contains 68577 members 
Entering Unmasked Estep 
Score: -4752521.500000 Penalty: 1080.703125
	Iteration 5Q: 3 clusters Score -4752522 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74541 members 
Mstep: Class 2 contains 69213 members 
Entering Unmasked Estep 
Score: -4754516.000000 Penalty: 1080.703125
	Iteration 6Q: 3 clusters Score -4754516 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 70503 members 
Entering Unmasked Estep 
Score: -4756168.000000 Penalty: 1080.703125
	Iteration 7Q: 3 clusters Score -4756168 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71367 members 
Mstep: Class 2 contains 72387 members 
Entering Unmasked Estep 
Score: -4757378.500000 Penalty: 1080.703125
	Iteration 8Q: 3 clusters Score -4757378 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68822 members 
Mstep: Class 2 contains 74932 members 
Entering Unmasked Estep 
Score: -4758485.500000 Penalty: 1080.703125
	Iteration 9Q: 3 clusters Score -4758486 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65643 members 
Mstep: Class 2 contains 78111 members 
Entering Unmasked Estep 
Score: -4759544.500000 Penalty: 1080.703125
	Iteration 10Q: 3 clusters Score -4759544 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61759 members 
Mstep: Class 2 contains 81995 members 
Entering Unmasked Estep 
Score: -4760852.000000 Penalty: 1080.703125
	Iteration 11Q: 3 clusters Score -4760852 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56983 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -4762576.000000 Penalty: 1080.703125
	Iteration 12Q: 3 clusters Score -4762576 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 92379 members 
Entering Unmasked Estep 
Score: -4764772.500000 Penalty: 1080.703125
	Iteration 13Q: 3 clusters Score -4764772 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 98770 members 
Entering Unmasked Estep 
Score: -4767558.500000 Penalty: 1080.703125
	Iteration 14Q: 3 clusters Score -4767558 nChanged 7075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37909 members 
Mstep: Class 2 contains 105845 members 
Entering Unmasked Estep 
Score: -4771137.000000 Penalty: 1080.703125
	Iteration 15Q: 3 clusters Score -4771137 nChanged 7375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 113220 members 
Entering Unmasked Estep 
Score: -4775294.000000 Penalty: 1080.703125
	Iteration 16F: 3 clusters Score -4775294 nChanged 7115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 120335 members 
Entering Unmasked Estep 
Score: -4779418.500000 Penalty: 1080.703125
	Iteration 17Q: 3 clusters Score -4779418 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 126457 members 
Entering Unmasked Estep 
Score: -4783084.000000 Penalty: 1080.703125
	Iteration 18Q: 3 clusters Score -4783084 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 131317 members 
Entering Unmasked Estep 
Score: -4785799.000000 Penalty: 1080.703125
	Iteration 19Q: 3 clusters Score -4785799 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 134921 members 
Entering Unmasked Estep 
Score: -4787734.500000 Penalty: 1080.703125
	Iteration 20F: 3 clusters Score -4787734 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 137411 members 
Entering Unmasked Estep 
Score: -4788945.500000 Penalty: 1080.703125
	Iteration 21Q: 3 clusters Score -4788946 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 139157 members 
Entering Unmasked Estep 
Score: -4789705.000000 Penalty: 1080.703125
	Iteration 22Q: 3 clusters Score -4789705 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 140338 members 
Entering Unmasked Estep 
Score: -4790179.500000 Penalty: 1080.703125
	Iteration 23Q: 3 clusters Score -4790180 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 141153 members 
Entering Unmasked Estep 
Score: -4790504.500000 Penalty: 1080.703125
	Iteration 24Q: 3 clusters Score -4790504 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 141720 members 
Entering Unmasked Estep 
Score: -4790713.000000 Penalty: 1080.703125
	Iteration 25Q: 3 clusters Score -4790713 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 142125 members 
Entering Unmasked Estep 
Score: -4790860.500000 Penalty: 1080.703125
	Iteration 26Q: 3 clusters Score -4790860 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 142414 members 
Entering Unmasked Estep 
Score: -4790965.000000 Penalty: 1080.703125
	Iteration 27Q: 3 clusters Score -4790965 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 142612 members 
Entering Unmasked Estep 
Score: -4791041.500000 Penalty: 1080.703125
	Iteration 28Q: 3 clusters Score -4791042 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 142756 members 
Entering Unmasked Estep 
Score: -4791078.500000 Penalty: 1080.703125
	Iteration 29Q: 3 clusters Score -4791078 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 142881 members 
Entering Unmasked Estep 
Score: -4791122.500000 Penalty: 1080.703125
	Iteration 30Q: 3 clusters Score -4791122 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 142958 members 
Entering Unmasked Estep 
Score: -4791145.000000 Penalty: 1080.703125
	Iteration 31Q: 3 clusters Score -4791145 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 143020 members 
Entering Unmasked Estep 
Score: -4791172.500000 Penalty: 1080.703125
	Iteration 32Q: 3 clusters Score -4791172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 143061 members 
Entering Unmasked Estep 
Score: -4791188.500000 Penalty: 1080.703125
	Iteration 33Q: 3 clusters Score -4791188 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 143092 members 
Entering Unmasked Estep 
Score: -4791194.500000 Penalty: 1080.703125
	Iteration 34Q: 3 clusters Score -4791194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 143125 members 
Entering Unmasked Estep 
Score: -4791213.000000 Penalty: 1080.703125
	Iteration 35Q: 3 clusters Score -4791213 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 143150 members 
Entering Unmasked Estep 
Score: -4791224.500000 Penalty: 1080.703125
	Iteration 36Q: 3 clusters Score -4791224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 143175 members 
Entering Unmasked Estep 
Score: -4791229.500000 Penalty: 1080.703125
	Iteration 37Q: 3 clusters Score -4791230 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 143200 members 
Entering Unmasked Estep 
Score: -4791240.500000 Penalty: 1080.703125
	Iteration 38Q: 3 clusters Score -4791240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 143225 members 
Entering Unmasked Estep 
Score: -4791249.000000 Penalty: 1080.703125
	Iteration 39Q: 3 clusters Score -4791249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 143248 members 
Entering Unmasked Estep 
Score: -4791253.500000 Penalty: 1080.703125
	Iteration 40F: 3 clusters Score -4791254 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 143265 members 
Entering Unmasked Estep 
Score: -4791268.500000 Penalty: 1080.703125
	Iteration 41Q: 3 clusters Score -4791268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 143284 members 
Entering Unmasked Estep 
Score: -4791274.000000 Penalty: 1080.703125
	Iteration 42Q: 3 clusters Score -4791274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 143293 members 
Entering Unmasked Estep 
Score: -4791276.500000 Penalty: 1080.703125
	Iteration 43Q: 3 clusters Score -4791276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 143301 members 
Entering Unmasked Estep 
Score: -4791282.500000 Penalty: 1080.703125
	Iteration 44Q: 3 clusters Score -4791282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 143307 members 
Entering Unmasked Estep 
Score: -4791284.000000 Penalty: 1080.703125
	Iteration 45Q: 3 clusters Score -4791284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 143314 members 
Entering Unmasked Estep 
Score: -4791287.500000 Penalty: 1080.703125
	Iteration 46Q: 3 clusters Score -4791288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 143319 members 
Entering Unmasked Estep 
Score: -4791287.000000 Penalty: 1080.703125
	Iteration 47Q: 3 clusters Score -4791287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 143323 members 
Entering Unmasked Estep 
Score: -4791290.000000 Penalty: 1080.703125
	Iteration 48Q: 3 clusters Score -4791290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 143325 members 
Entering Unmasked Estep 
Score: -4791292.500000 Penalty: 1080.703125
	Iteration 49Q: 3 clusters Score -4791292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 143326 members 
Entering Unmasked Estep 
Score: -4791293.500000 Penalty: 1080.703125
	Iteration 50Q: 3 clusters Score -4791294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 143328 members 
Entering Unmasked Estep 
Score: -4791292.500000 Penalty: 1080.703125
	Iteration 51Q: 3 clusters Score -4791292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 143329 members 
Entering Unmasked Estep 
Score: -4791295.000000 Penalty: 1080.703125
	Iteration 52Q: 3 clusters Score -4791295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 143329 members 
Entering Unmasked Estep 
Score: -4791295.000000 Penalty: 1080.703125
	Iteration 53F: 3 clusters Score -4791295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (119440 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119440 members 
Entering Unmasked Estep 
Score: -3934799.500000 Penalty: 531.920959
	Iteration 0F: 2 clusters Score -3934800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59578 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -3853857.250000 Penalty: 1063.841919
	Iteration 0F: 3 clusters Score -3853857 nChanged 58587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51575 members 
Mstep: Class 2 contains 67865 members 
Entering Unmasked Estep 
Score: -3892189.500000 Penalty: 1063.841919
	Iteration 1F: 3 clusters Score -3892190 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46214 members 
Mstep: Class 2 contains 73226 members 
Entering Unmasked Estep 
Score: -3896225.750000 Penalty: 1063.841919
	Iteration 2F: 3 clusters Score -3896226 nChanged 8524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 79824 members 
Entering Unmasked Estep 
Score: -3901440.750000 Penalty: 1063.841919
	Iteration 3F: 3 clusters Score -3901441 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 87192 members 
Entering Unmasked Estep 
Score: -3907609.000000 Penalty: 1063.841919
	Iteration 4F: 3 clusters Score -3907609 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 94861 members 
Entering Unmasked Estep 
Score: -3914495.500000 Penalty: 1063.841919
	Iteration 5F: 3 clusters Score -3914496 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 101820 members 
Entering Unmasked Estep 
Score: -3920930.750000 Penalty: 1063.841919
	Iteration 6F: 3 clusters Score -3920931 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 107249 members 
Entering Unmasked Estep 
Score: -3925849.000000 Penalty: 1063.841919
	Iteration 7Q: 3 clusters Score -3925849 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 110965 members 
Entering Unmasked Estep 
Score: -3929144.750000 Penalty: 1063.841919
	Iteration 8Q: 3 clusters Score -3929145 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 113413 members 
Entering Unmasked Estep 
Score: -3931198.250000 Penalty: 1063.841919
	Iteration 9Q: 3 clusters Score -3931198 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 115025 members 
Entering Unmasked Estep 
Score: -3932458.000000 Penalty: 1063.841919
	Iteration 10Q: 3 clusters Score -3932458 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 116088 members 
Entering Unmasked Estep 
Score: -3933147.250000 Penalty: 1063.841919
	Iteration 11Q: 3 clusters Score -3933147 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 116817 members 
Entering Unmasked Estep 
Score: -3933612.750000 Penalty: 1063.841919
	Iteration 12Q: 3 clusters Score -3933613 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 117370 members 
Entering Unmasked Estep 
Score: -3933958.750000 Penalty: 1063.841919
	Iteration 13Q: 3 clusters Score -3933959 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 117763 members 
Entering Unmasked Estep 
Score: -3934175.500000 Penalty: 1063.841919
	Iteration 14Q: 3 clusters Score -3934176 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 118037 members 
Entering Unmasked Estep 
Score: -3934307.750000 Penalty: 1063.841919
	Iteration 15Q: 3 clusters Score -3934308 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 118218 members 
Entering Unmasked Estep 
Score: -3934392.000000 Penalty: 1063.841919
	Iteration 16Q: 3 clusters Score -3934392 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 118338 members 
Entering Unmasked Estep 
Score: -3934446.250000 Penalty: 1063.841919
	Iteration 17Q: 3 clusters Score -3934446 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 118419 members 
Entering Unmasked Estep 
Score: -3934482.500000 Penalty: 1063.841919
	Iteration 18Q: 3 clusters Score -3934482 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 118473 members 
Entering Unmasked Estep 
Score: -3934501.750000 Penalty: 1063.841919
	Iteration 19Q: 3 clusters Score -3934502 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 118527 members 
Entering Unmasked Estep 
Score: -3934536.750000 Penalty: 1063.841919
	Iteration 20F: 3 clusters Score -3934537 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 118564 members 
Entering Unmasked Estep 
Score: -3934552.500000 Penalty: 1063.841919
	Iteration 21Q: 3 clusters Score -3934552 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 118602 members 
Entering Unmasked Estep 
Score: -3934556.000000 Penalty: 1063.841919
	Iteration 22Q: 3 clusters Score -3934556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 118629 members 
Entering Unmasked Estep 
Score: -3934572.750000 Penalty: 1063.841919
	Iteration 23Q: 3 clusters Score -3934573 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 118653 members 
Entering Unmasked Estep 
Score: -3934581.500000 Penalty: 1063.841919
	Iteration 24Q: 3 clusters Score -3934582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 118676 members 
Entering Unmasked Estep 
Score: -3934587.250000 Penalty: 1063.841919
	Iteration 25Q: 3 clusters Score -3934587 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 118690 members 
Entering Unmasked Estep 
Score: -3934582.750000 Penalty: 1063.841919
	Iteration 26Q: 3 clusters Score -3934583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 118700 members 
Entering Unmasked Estep 
Score: -3934588.250000 Penalty: 1063.841919
	Iteration 27Q: 3 clusters Score -3934588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 118704 members 
Entering Unmasked Estep 
Score: -3934590.000000 Penalty: 1063.841919
	Iteration 28Q: 3 clusters Score -3934590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 118708 members 
Entering Unmasked Estep 
Score: -3934588.250000 Penalty: 1063.841919
	Iteration 29Q: 3 clusters Score -3934588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 118712 members 
Entering Unmasked Estep 
Score: -3934591.750000 Penalty: 1063.841919
	Iteration 30Q: 3 clusters Score -3934592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 118715 members 
Entering Unmasked Estep 
Score: -3934592.250000 Penalty: 1063.841919
	Iteration 31Q: 3 clusters Score -3934592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 118717 members 
Entering Unmasked Estep 
Score: -3934594.000000 Penalty: 1063.841919
	Iteration 32Q: 3 clusters Score -3934594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 118718 members 
Entering Unmasked Estep 
Score: -3934593.750000 Penalty: 1063.841919
	Iteration 33Q: 3 clusters Score -3934594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 118722 members 
Entering Unmasked Estep 
Score: -3934599.000000 Penalty: 1063.841919
	Iteration 34Q: 3 clusters Score -3934599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 118727 members 
Entering Unmasked Estep 
Score: -3934599.750000 Penalty: 1063.841919
	Iteration 35Q: 3 clusters Score -3934600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 118730 members 
Entering Unmasked Estep 
Score: -3934597.500000 Penalty: 1063.841919
	Iteration 36Q: 3 clusters Score -3934598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 118731 members 
Entering Unmasked Estep 
Score: -3934600.750000 Penalty: 1063.841919
	Iteration 37Q: 3 clusters Score -3934601 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 118733 members 
Entering Unmasked Estep 
Score: -3934597.000000 Penalty: 1063.841919
	Iteration 38Q: 3 clusters Score -3934597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 118736 members 
Entering Unmasked Estep 
Score: -3934597.250000 Penalty: 1063.841919
	Iteration 39Q: 3 clusters Score -3934597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 118735 members 
Entering Unmasked Estep 
Score: -3934596.500000 Penalty: 1063.841919
	Iteration 40F: 3 clusters Score -3934596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 118734 members 
Entering Unmasked Estep 
Score: -3934595.750000 Penalty: 1063.841919
	Iteration 41Q: 3 clusters Score -3934596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 118734 members 
Entering Unmasked Estep 
Score: -3934595.750000 Penalty: 1063.841919
	Iteration 42F: 3 clusters Score -3934596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Entering Unmasked Estep 
Score: -177686.781250 Penalty: 395.401276
	Iteration 0F: 2 clusters Score -177686.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -173720.578125 Penalty: 790.802551
	Iteration 0F: 3 clusters Score -173720.6 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -175157.171875 Penalty: 790.802551
	Iteration 1F: 3 clusters Score -175157.2 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -175459.687500 Penalty: 790.802551
	Iteration 2F: 3 clusters Score -175459.7 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -175819.937500 Penalty: 790.802551
	Iteration 3F: 3 clusters Score -175819.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -176197.984375 Penalty: 790.802551
	Iteration 4F: 3 clusters Score -176198 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -176500.468750 Penalty: 790.802551
	Iteration 5F: 3 clusters Score -176500.5 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -176753.906250 Penalty: 790.802551
	Iteration 6F: 3 clusters Score -176753.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -176967.171875 Penalty: 790.802551
	Iteration 7Q: 3 clusters Score -176967.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -177148.281250 Penalty: 790.802551
	Iteration 8Q: 3 clusters Score -177148.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -177279.656250 Penalty: 790.802551
	Iteration 9Q: 3 clusters Score -177279.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -177363.890625 Penalty: 790.802551
	Iteration 10Q: 3 clusters Score -177363.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -177421.734375 Penalty: 790.802551
	Iteration 11Q: 3 clusters Score -177421.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -177468.421875 Penalty: 790.802551
	Iteration 12Q: 3 clusters Score -177468.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -177524.421875 Penalty: 790.802551
	Iteration 13Q: 3 clusters Score -177524.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -177559.859375 Penalty: 790.802551
	Iteration 14Q: 3 clusters Score -177559.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -177574.546875 Penalty: 790.802551
	Iteration 15Q: 3 clusters Score -177574.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -177581.546875 Penalty: 790.802551
	Iteration 16Q: 3 clusters Score -177581.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -177586.046875 Penalty: 790.802551
	Iteration 17Q: 3 clusters Score -177586 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -177590.031250 Penalty: 790.802551
	Iteration 18Q: 3 clusters Score -177590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -177592.109375 Penalty: 790.802551
	Iteration 19Q: 3 clusters Score -177592.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -177595.890625 Penalty: 790.802551
	Iteration 20F: 3 clusters Score -177595.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -177600.078125 Penalty: 790.802551
	Iteration 21Q: 3 clusters Score -177600.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -177603.390625 Penalty: 790.802551
	Iteration 22Q: 3 clusters Score -177603.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -177606.125000 Penalty: 790.802551
	Iteration 23Q: 3 clusters Score -177606.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -177607.609375 Penalty: 790.802551
	Iteration 24Q: 3 clusters Score -177607.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -177610.015625 Penalty: 790.802551
	Iteration 25Q: 3 clusters Score -177610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -177611.937500 Penalty: 790.802551
	Iteration 26Q: 3 clusters Score -177611.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -177614.312500 Penalty: 790.802551
	Iteration 27Q: 3 clusters Score -177614.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -177617.375000 Penalty: 790.802551
	Iteration 28Q: 3 clusters Score -177617.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -177620.140625 Penalty: 790.802551
	Iteration 29Q: 3 clusters Score -177620.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -177621.859375 Penalty: 790.802551
	Iteration 30Q: 3 clusters Score -177621.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -177623.125000 Penalty: 790.802551
	Iteration 31Q: 3 clusters Score -177623.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -177623.890625 Penalty: 790.802551
	Iteration 32Q: 3 clusters Score -177623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -177624.187500 Penalty: 790.802551
	Iteration 33Q: 3 clusters Score -177624.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -177624.906250 Penalty: 790.802551
	Iteration 34Q: 3 clusters Score -177624.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -177624.703125 Penalty: 790.802551
	Iteration 35Q: 3 clusters Score -177624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -177624.921875 Penalty: 790.802551
	Iteration 36Q: 3 clusters Score -177624.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -177625.031250 Penalty: 790.802551
	Iteration 37Q: 3 clusters Score -177625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -177625.031250 Penalty: 790.802551
	Iteration 38F: 3 clusters Score -177625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Entering Unmasked Estep 
Score: -105390.218750 Penalty: 370.397614
	Iteration 0F: 2 clusters Score -105390.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -103012.898438 Penalty: 740.795227
	Iteration 0F: 3 clusters Score -103012.9 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -103903.648438 Penalty: 740.795227
	Iteration 1F: 3 clusters Score -103903.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -104084.531250 Penalty: 740.795227
	Iteration 2F: 3 clusters Score -104084.5 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -104299.718750 Penalty: 740.795227
	Iteration 3F: 3 clusters Score -104299.7 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -104476.632812 Penalty: 740.795227
	Iteration 4F: 3 clusters Score -104476.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -104610.773438 Penalty: 740.795227
	Iteration 5F: 3 clusters Score -104610.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -104719.695312 Penalty: 740.795227
	Iteration 6Q: 3 clusters Score -104719.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -104807.937500 Penalty: 740.795227
	Iteration 7Q: 3 clusters Score -104807.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -104889.898438 Penalty: 740.795227
	Iteration 8Q: 3 clusters Score -104889.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -104967.687500 Penalty: 740.795227
	Iteration 9Q: 3 clusters Score -104967.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -105028.335938 Penalty: 740.795227
	Iteration 10Q: 3 clusters Score -105028.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -105073.500000 Penalty: 740.795227
	Iteration 11Q: 3 clusters Score -105073.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -105121.343750 Penalty: 740.795227
	Iteration 12Q: 3 clusters Score -105121.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -105153.468750 Penalty: 740.795227
	Iteration 13Q: 3 clusters Score -105153.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -105169.679688 Penalty: 740.795227
	Iteration 14Q: 3 clusters Score -105169.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -105178.476562 Penalty: 740.795227
	Iteration 15Q: 3 clusters Score -105178.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105184.710938 Penalty: 740.795227
	Iteration 16Q: 3 clusters Score -105184.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -105187.531250 Penalty: 740.795227
	Iteration 17Q: 3 clusters Score -105187.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -105188.640625 Penalty: 740.795227
	Iteration 18Q: 3 clusters Score -105188.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -105189.960938 Penalty: 740.795227
	Iteration 19Q: 3 clusters Score -105190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -105193.507812 Penalty: 740.795227
	Iteration 20F: 3 clusters Score -105193.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -105196.437500 Penalty: 740.795227
	Iteration 21Q: 3 clusters Score -105196.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -105197.335938 Penalty: 740.795227
	Iteration 22Q: 3 clusters Score -105197.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105197.375000 Penalty: 740.795227
	Iteration 23Q: 3 clusters Score -105197.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -105197.375000 Penalty: 740.795227
	Iteration 24F: 3 clusters Score -105197.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Entering Unmasked Estep 
Score: -148166.375000 Penalty: 388.084045
	Iteration 0F: 2 clusters Score -148166.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -144750.515625 Penalty: 776.168091
	Iteration 0F: 3 clusters Score -144750.5 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -146288.609375 Penalty: 776.168091
	Iteration 1F: 3 clusters Score -146288.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -146569.656250 Penalty: 776.168091
	Iteration 2F: 3 clusters Score -146569.7 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -146800.062500 Penalty: 776.168091
	Iteration 3F: 3 clusters Score -146800.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -147013.890625 Penalty: 776.168091
	Iteration 4F: 3 clusters Score -147013.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -147211.203125 Penalty: 776.168091
	Iteration 5Q: 3 clusters Score -147211.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -147399.515625 Penalty: 776.168091
	Iteration 6Q: 3 clusters Score -147399.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -147500.437500 Penalty: 776.168091
	Iteration 7Q: 3 clusters Score -147500.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -147563.921875 Penalty: 776.168091
	Iteration 8Q: 3 clusters Score -147563.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -147604.078125 Penalty: 776.168091
	Iteration 9Q: 3 clusters Score -147604.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -147639.437500 Penalty: 776.168091
	Iteration 10Q: 3 clusters Score -147639.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -147680.203125 Penalty: 776.168091
	Iteration 11Q: 3 clusters Score -147680.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -147713.375000 Penalty: 776.168091
	Iteration 12Q: 3 clusters Score -147713.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -147748.281250 Penalty: 776.168091
	Iteration 13Q: 3 clusters Score -147748.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -147792.234375 Penalty: 776.168091
	Iteration 14Q: 3 clusters Score -147792.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -147823.281250 Penalty: 776.168091
	Iteration 15Q: 3 clusters Score -147823.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -147848.093750 Penalty: 776.168091
	Iteration 16Q: 3 clusters Score -147848.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -147864.781250 Penalty: 776.168091
	Iteration 17Q: 3 clusters Score -147864.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -147880.046875 Penalty: 776.168091
	Iteration 18Q: 3 clusters Score -147880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -147897.921875 Penalty: 776.168091
	Iteration 19Q: 3 clusters Score -147897.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -147915.734375 Penalty: 776.168091
	Iteration 20F: 3 clusters Score -147915.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -147934.328125 Penalty: 776.168091
	Iteration 21Q: 3 clusters Score -147934.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -147948.406250 Penalty: 776.168091
	Iteration 22Q: 3 clusters Score -147948.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -147961.265625 Penalty: 776.168091
	Iteration 23Q: 3 clusters Score -147961.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -147971.031250 Penalty: 776.168091
	Iteration 24Q: 3 clusters Score -147971 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -147982.140625 Penalty: 776.168091
	Iteration 25Q: 3 clusters Score -147982.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -147992.546875 Penalty: 776.168091
	Iteration 26Q: 3 clusters Score -147992.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -148000.234375 Penalty: 776.168091
	Iteration 27Q: 3 clusters Score -148000.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -148005.484375 Penalty: 776.168091
	Iteration 28Q: 3 clusters Score -148005.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -148011.296875 Penalty: 776.168091
	Iteration 29Q: 3 clusters Score -148011.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -148015.734375 Penalty: 776.168091
	Iteration 30Q: 3 clusters Score -148015.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -148021.406250 Penalty: 776.168091
	Iteration 31Q: 3 clusters Score -148021.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -148025.671875 Penalty: 776.168091
	Iteration 32Q: 3 clusters Score -148025.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -148030.171875 Penalty: 776.168091
	Iteration 33Q: 3 clusters Score -148030.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -148032.437500 Penalty: 776.168091
	Iteration 34Q: 3 clusters Score -148032.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -148033.875000 Penalty: 776.168091
	Iteration 35Q: 3 clusters Score -148033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -148034.609375 Penalty: 776.168091
	Iteration 36Q: 3 clusters Score -148034.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -148035.234375 Penalty: 776.168091
	Iteration 37Q: 3 clusters Score -148035.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -148035.421875 Penalty: 776.168091
	Iteration 38Q: 3 clusters Score -148035.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -148035.421875 Penalty: 776.168091
	Iteration 39F: 3 clusters Score -148035.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Entering Unmasked Estep 
Score: -338886.531250 Penalty: 420.846283
	Iteration 0F: 2 clusters Score -338886.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -331942.000000 Penalty: 841.692566
	Iteration 0F: 3 clusters Score -331942 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -334772.125000 Penalty: 841.692566
	Iteration 1F: 3 clusters Score -334772.1 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -335093.718750 Penalty: 841.692566
	Iteration 2F: 3 clusters Score -335093.7 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -335534.593750 Penalty: 841.692566
	Iteration 3F: 3 clusters Score -335534.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -336138.250000 Penalty: 841.692566
	Iteration 4F: 3 clusters Score -336138.2 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -336861.468750 Penalty: 841.692566
	Iteration 5F: 3 clusters Score -336861.5 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -337623.031250 Penalty: 841.692566
	Iteration 6F: 3 clusters Score -337623 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -338160.468750 Penalty: 841.692566
	Iteration 7F: 3 clusters Score -338160.5 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -338370.406250 Penalty: 841.692566
	Iteration 8Q: 3 clusters Score -338370.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -338453.531250 Penalty: 841.692566
	Iteration 9Q: 3 clusters Score -338453.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -338502.562500 Penalty: 841.692566
	Iteration 10Q: 3 clusters Score -338502.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -338537.531250 Penalty: 841.692566
	Iteration 11Q: 3 clusters Score -338537.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -338561.281250 Penalty: 841.692566
	Iteration 12Q: 3 clusters Score -338561.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -338579.562500 Penalty: 841.692566
	Iteration 13Q: 3 clusters Score -338579.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -338592.781250 Penalty: 841.692566
	Iteration 14Q: 3 clusters Score -338592.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -338602.375000 Penalty: 841.692566
	Iteration 15Q: 3 clusters Score -338602.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 7638 members 
Entering Unmasked Estep 
Score: -338614.031250 Penalty: 841.692566
	Iteration 16Q: 3 clusters Score -338614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -338621.875000 Penalty: 841.692566
	Iteration 17Q: 3 clusters Score -338621.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -338627.375000 Penalty: 841.692566
	Iteration 18Q: 3 clusters Score -338627.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -338634.000000 Penalty: 841.692566
	Iteration 19Q: 3 clusters Score -338634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -338639.281250 Penalty: 841.692566
	Iteration 20F: 3 clusters Score -338639.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -338647.718750 Penalty: 841.692566
	Iteration 21Q: 3 clusters Score -338647.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -338655.000000 Penalty: 841.692566
	Iteration 22Q: 3 clusters Score -338655 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -338658.000000 Penalty: 841.692566
	Iteration 23Q: 3 clusters Score -338658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -338661.156250 Penalty: 841.692566
	Iteration 24Q: 3 clusters Score -338661.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -338662.375000 Penalty: 841.692566
	Iteration 25Q: 3 clusters Score -338662.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -338665.375000 Penalty: 841.692566
	Iteration 26Q: 3 clusters Score -338665.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -338666.218750 Penalty: 841.692566
	Iteration 27Q: 3 clusters Score -338666.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -338667.781250 Penalty: 841.692566
	Iteration 28Q: 3 clusters Score -338667.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -338670.906250 Penalty: 841.692566
	Iteration 29Q: 3 clusters Score -338670.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -338671.781250 Penalty: 841.692566
	Iteration 30Q: 3 clusters Score -338671.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -338673.156250 Penalty: 841.692566
	Iteration 31Q: 3 clusters Score -338673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -338673.500000 Penalty: 841.692566
	Iteration 32Q: 3 clusters Score -338673.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -338675.375000 Penalty: 841.692566
	Iteration 33Q: 3 clusters Score -338675.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -338676.843750 Penalty: 841.692566
	Iteration 34Q: 3 clusters Score -338676.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -338677.593750 Penalty: 841.692566
	Iteration 35Q: 3 clusters Score -338677.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -338680.031250 Penalty: 841.692566
	Iteration 36Q: 3 clusters Score -338680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -338680.343750 Penalty: 841.692566
	Iteration 37Q: 3 clusters Score -338680.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -338681.468750 Penalty: 841.692566
	Iteration 38Q: 3 clusters Score -338681.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -338681.500000 Penalty: 841.692566
	Iteration 39Q: 3 clusters Score -338681.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -338682.062500 Penalty: 841.692566
	Iteration 40F: 3 clusters Score -338682.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -338682.281250 Penalty: 841.692566
	Iteration 41Q: 3 clusters Score -338682.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -338682.125000 Penalty: 841.692566
	Iteration 42Q: 3 clusters Score -338682.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -338682.750000 Penalty: 841.692566
	Iteration 43Q: 3 clusters Score -338682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -338682.125000 Penalty: 841.692566
	Iteration 44Q: 3 clusters Score -338682.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -338683.125000 Penalty: 841.692566
	Iteration 45Q: 3 clusters Score -338683.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -338685.000000 Penalty: 841.692566
	Iteration 46Q: 3 clusters Score -338685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -338686.156250 Penalty: 841.692566
	Iteration 47Q: 3 clusters Score -338686.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -338688.687500 Penalty: 841.692566
	Iteration 48Q: 3 clusters Score -338688.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -338689.187500 Penalty: 841.692566
	Iteration 49Q: 3 clusters Score -338689.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -338690.218750 Penalty: 841.692566
	Iteration 50Q: 3 clusters Score -338690.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -338691.437500 Penalty: 841.692566
	Iteration 51Q: 3 clusters Score -338691.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -338691.906250 Penalty: 841.692566
	Iteration 52Q: 3 clusters Score -338691.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -338691.562500 Penalty: 841.692566
	Iteration 53Q: 3 clusters Score -338691.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -338692.062500 Penalty: 841.692566
	Iteration 54Q: 3 clusters Score -338692.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -338692.562500 Penalty: 841.692566
	Iteration 55Q: 3 clusters Score -338692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -338692.968750 Penalty: 841.692566
	Iteration 56Q: 3 clusters Score -338693 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -338693.062500 Penalty: 841.692566
	Iteration 57Q: 3 clusters Score -338693.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -338693.437500 Penalty: 841.692566
	Iteration 58Q: 3 clusters Score -338693.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -338693.562500 Penalty: 841.692566
	Iteration 59Q: 3 clusters Score -338693.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -338694.468750 Penalty: 841.692566
	Iteration 60F: 3 clusters Score -338694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -338694.187500 Penalty: 841.692566
	Iteration 61Q: 3 clusters Score -338694.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -338693.937500 Penalty: 841.692566
	Iteration 62Q: 3 clusters Score -338693.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -338694.531250 Penalty: 841.692566
	Iteration 63Q: 3 clusters Score -338694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -338694.843750 Penalty: 841.692566
	Iteration 64Q: 3 clusters Score -338694.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -338694.531250 Penalty: 841.692566
	Iteration 65Q: 3 clusters Score -338694.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -338695.093750 Penalty: 841.692566
	Iteration 66Q: 3 clusters Score -338695.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -338695.125000 Penalty: 841.692566
	Iteration 67Q: 3 clusters Score -338695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -338694.781250 Penalty: 841.692566
	Iteration 68Q: 3 clusters Score -338694.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -338694.781250 Penalty: 841.692566
	Iteration 69F: 3 clusters Score -338694.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (17047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Entering Unmasked Estep 
Score: -563650.437500 Penalty: 443.339691
	Iteration 0F: 2 clusters Score -563650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -552338.687500 Penalty: 886.679382
	Iteration 0F: 3 clusters Score -552338.7 nChanged 8053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -557054.937500 Penalty: 886.679382
	Iteration 1F: 3 clusters Score -557054.9 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -557377.062500 Penalty: 886.679382
	Iteration 2F: 3 clusters Score -557377.1 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -557751.562500 Penalty: 886.679382
	Iteration 3F: 3 clusters Score -557751.6 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -558270.875000 Penalty: 886.679382
	Iteration 4F: 3 clusters Score -558270.9 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -559016.000000 Penalty: 886.679382
	Iteration 5F: 3 clusters Score -559016 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -560033.812500 Penalty: 886.679382
	Iteration 6F: 3 clusters Score -560033.8 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -561214.000000 Penalty: 886.679382
	Iteration 7F: 3 clusters Score -561214 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -562263.062500 Penalty: 886.679382
	Iteration 8F: 3 clusters Score -562263.1 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -562845.687500 Penalty: 886.679382
	Iteration 9Q: 3 clusters Score -562845.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -563118.625000 Penalty: 886.679382
	Iteration 10Q: 3 clusters Score -563118.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -563218.375000 Penalty: 886.679382
	Iteration 11Q: 3 clusters Score -563218.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -563258.187500 Penalty: 886.679382
	Iteration 12Q: 3 clusters Score -563258.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -563274.187500 Penalty: 886.679382
	Iteration 13Q: 3 clusters Score -563274.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -563285.187500 Penalty: 886.679382
	Iteration 14Q: 3 clusters Score -563285.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -563290.625000 Penalty: 886.679382
	Iteration 15Q: 3 clusters Score -563290.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -563295.437500 Penalty: 886.679382
	Iteration 16Q: 3 clusters Score -563295.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -563297.250000 Penalty: 886.679382
	Iteration 17Q: 3 clusters Score -563297.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -563298.625000 Penalty: 886.679382
	Iteration 18Q: 3 clusters Score -563298.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 50 members 
Entering Unmasked Estep 
Score: -563298.625000 Penalty: 886.679382
	Iteration 19F: 3 clusters Score -563298.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -80370.328125 Penalty: 360.314148
	Iteration 0F: 2 clusters Score -80370.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -78448.414062 Penalty: 720.628296
	Iteration 0F: 3 clusters Score -78448.41 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -79182.812500 Penalty: 720.628296
	Iteration 1F: 3 clusters Score -79182.81 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -79335.867188 Penalty: 720.628296
	Iteration 2F: 3 clusters Score -79335.87 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -79451.265625 Penalty: 720.628296
	Iteration 3F: 3 clusters Score -79451.27 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -79540.656250 Penalty: 720.628296
	Iteration 4F: 3 clusters Score -79540.66 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -79624.218750 Penalty: 720.628296
	Iteration 5Q: 3 clusters Score -79624.22 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -79695.218750 Penalty: 720.628296
	Iteration 6Q: 3 clusters Score -79695.22 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -79769.132812 Penalty: 720.628296
	Iteration 7Q: 3 clusters Score -79769.13 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -79820.312500 Penalty: 720.628296
	Iteration 8Q: 3 clusters Score -79820.31 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -79860.960938 Penalty: 720.628296
	Iteration 9Q: 3 clusters Score -79860.96 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -79892.984375 Penalty: 720.628296
	Iteration 10Q: 3 clusters Score -79892.98 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -79940.093750 Penalty: 720.628296
	Iteration 11Q: 3 clusters Score -79940.09 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -79997.718750 Penalty: 720.628296
	Iteration 12Q: 3 clusters Score -79997.72 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -80077.117188 Penalty: 720.628296
	Iteration 13Q: 3 clusters Score -80077.12 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -80146.085938 Penalty: 720.628296
	Iteration 14Q: 3 clusters Score -80146.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -80186.242188 Penalty: 720.628296
	Iteration 15Q: 3 clusters Score -80186.24 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -80206.054688 Penalty: 720.628296
	Iteration 16Q: 3 clusters Score -80206.05 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -80221.656250 Penalty: 720.628296
	Iteration 17Q: 3 clusters Score -80221.66 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -80231.835938 Penalty: 720.628296
	Iteration 18Q: 3 clusters Score -80231.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -80236.257812 Penalty: 720.628296
	Iteration 19Q: 3 clusters Score -80236.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -80239.226562 Penalty: 720.628296
	Iteration 20F: 3 clusters Score -80239.23 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -80243.414062 Penalty: 720.628296
	Iteration 21Q: 3 clusters Score -80243.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -80244.570312 Penalty: 720.628296
	Iteration 22Q: 3 clusters Score -80244.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -80245.273438 Penalty: 720.628296
	Iteration 23Q: 3 clusters Score -80245.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -80245.562500 Penalty: 720.628296
	Iteration 24Q: 3 clusters Score -80245.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -80245.562500 Penalty: 720.628296
	Iteration 25F: 3 clusters Score -80245.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Entering Unmasked Estep 
Score: -77497.804688 Penalty: 354.476685
	Iteration 0F: 2 clusters Score -77497.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -75770.789062 Penalty: 708.953369
	Iteration 0F: 3 clusters Score -75770.79 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -76360.312500 Penalty: 708.953369
	Iteration 1F: 3 clusters Score -76360.31 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -76457.679688 Penalty: 708.953369
	Iteration 2F: 3 clusters Score -76457.68 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -76534.351562 Penalty: 708.953369
	Iteration 3F: 3 clusters Score -76534.35 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -76626.328125 Penalty: 708.953369
	Iteration 4F: 3 clusters Score -76626.33 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -76701.398438 Penalty: 708.953369
	Iteration 5F: 3 clusters Score -76701.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -76778.539062 Penalty: 708.953369
	Iteration 6Q: 3 clusters Score -76778.54 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -76853.429688 Penalty: 708.953369
	Iteration 7Q: 3 clusters Score -76853.43 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -76903.085938 Penalty: 708.953369
	Iteration 8Q: 3 clusters Score -76903.09 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -76929.078125 Penalty: 708.953369
	Iteration 9Q: 3 clusters Score -76929.08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -76948.453125 Penalty: 708.953369
	Iteration 10Q: 3 clusters Score -76948.45 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -76961.085938 Penalty: 708.953369
	Iteration 11Q: 3 clusters Score -76961.09 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -76973.734375 Penalty: 708.953369
	Iteration 12Q: 3 clusters Score -76973.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -76982.273438 Penalty: 708.953369
	Iteration 13Q: 3 clusters Score -76982.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -76987.234375 Penalty: 708.953369
	Iteration 14Q: 3 clusters Score -76987.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -76990.843750 Penalty: 708.953369
	Iteration 15Q: 3 clusters Score -76990.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -76994.132812 Penalty: 708.953369
	Iteration 16Q: 3 clusters Score -76994.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -76997.640625 Penalty: 708.953369
	Iteration 17Q: 3 clusters Score -76997.64 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -77000.781250 Penalty: 708.953369
	Iteration 18Q: 3 clusters Score -77000.78 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -77007.054688 Penalty: 708.953369
	Iteration 19Q: 3 clusters Score -77007.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -77013.140625 Penalty: 708.953369
	Iteration 20F: 3 clusters Score -77013.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -77015.242188 Penalty: 708.953369
	Iteration 21Q: 3 clusters Score -77015.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -77016.835938 Penalty: 708.953369
	Iteration 22Q: 3 clusters Score -77016.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -77018.281250 Penalty: 708.953369
	Iteration 23Q: 3 clusters Score -77018.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -77020.914062 Penalty: 708.953369
	Iteration 24Q: 3 clusters Score -77020.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -77024.007812 Penalty: 708.953369
	Iteration 25Q: 3 clusters Score -77024.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -77024.546875 Penalty: 708.953369
	Iteration 26Q: 3 clusters Score -77024.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -77024.859375 Penalty: 708.953369
	Iteration 27Q: 3 clusters Score -77024.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -77025.023438 Penalty: 708.953369
	Iteration 28Q: 3 clusters Score -77025.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -77025.054688 Penalty: 708.953369
	Iteration 29Q: 3 clusters Score -77025.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -77026.445312 Penalty: 708.953369
	Iteration 30Q: 3 clusters Score -77026.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -77026.703125 Penalty: 708.953369
	Iteration 31Q: 3 clusters Score -77026.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -77027.101562 Penalty: 708.953369
	Iteration 32Q: 3 clusters Score -77027.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -77027.257812 Penalty: 708.953369
	Iteration 33Q: 3 clusters Score -77027.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -77027.328125 Penalty: 708.953369
	Iteration 34Q: 3 clusters Score -77027.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -77027.328125 Penalty: 708.953369
	Iteration 35F: 3 clusters Score -77027.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Entering Unmasked Estep 
Score: -122419.140625 Penalty: 378.447266
	Iteration 0F: 2 clusters Score -122419.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -119613.351562 Penalty: 756.894531
	Iteration 0F: 3 clusters Score -119613.4 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -120789.070312 Penalty: 756.894531
	Iteration 1F: 3 clusters Score -120789.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -120971.914062 Penalty: 756.894531
	Iteration 2F: 3 clusters Score -120971.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -121152.953125 Penalty: 756.894531
	Iteration 3F: 3 clusters Score -121153 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -121342.546875 Penalty: 756.894531
	Iteration 4F: 3 clusters Score -121342.5 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -121495.851562 Penalty: 756.894531
	Iteration 5F: 3 clusters Score -121495.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -121611.445312 Penalty: 756.894531
	Iteration 6Q: 3 clusters Score -121611.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -121668.398438 Penalty: 756.894531
	Iteration 7Q: 3 clusters Score -121668.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -121700.109375 Penalty: 756.894531
	Iteration 8Q: 3 clusters Score -121700.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -121715.343750 Penalty: 756.894531
	Iteration 9Q: 3 clusters Score -121715.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -121727.656250 Penalty: 756.894531
	Iteration 10Q: 3 clusters Score -121727.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -121737.992188 Penalty: 756.894531
	Iteration 11Q: 3 clusters Score -121738 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -121744.062500 Penalty: 756.894531
	Iteration 12Q: 3 clusters Score -121744.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -121751.210938 Penalty: 756.894531
	Iteration 13Q: 3 clusters Score -121751.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -121757.117188 Penalty: 756.894531
	Iteration 14Q: 3 clusters Score -121757.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -121761.976562 Penalty: 756.894531
	Iteration 15Q: 3 clusters Score -121762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -121768.062500 Penalty: 756.894531
	Iteration 16Q: 3 clusters Score -121768.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -121773.867188 Penalty: 756.894531
	Iteration 17Q: 3 clusters Score -121773.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -121778.984375 Penalty: 756.894531
	Iteration 18Q: 3 clusters Score -121779 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -121784.093750 Penalty: 756.894531
	Iteration 19Q: 3 clusters Score -121784.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -121790.429688 Penalty: 756.894531
	Iteration 20F: 3 clusters Score -121790.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -121796.054688 Penalty: 756.894531
	Iteration 21Q: 3 clusters Score -121796.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -121800.078125 Penalty: 756.894531
	Iteration 22Q: 3 clusters Score -121800.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -121804.257812 Penalty: 756.894531
	Iteration 23Q: 3 clusters Score -121804.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -121807.781250 Penalty: 756.894531
	Iteration 24Q: 3 clusters Score -121807.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -121811.632812 Penalty: 756.894531
	Iteration 25Q: 3 clusters Score -121811.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -121816.632812 Penalty: 756.894531
	Iteration 26Q: 3 clusters Score -121816.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -121819.273438 Penalty: 756.894531
	Iteration 27Q: 3 clusters Score -121819.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -121822.867188 Penalty: 756.894531
	Iteration 28Q: 3 clusters Score -121822.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -121825.437500 Penalty: 756.894531
	Iteration 29Q: 3 clusters Score -121825.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -121828.843750 Penalty: 756.894531
	Iteration 30Q: 3 clusters Score -121828.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -121831.570312 Penalty: 756.894531
	Iteration 31Q: 3 clusters Score -121831.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -121834.718750 Penalty: 756.894531
	Iteration 32Q: 3 clusters Score -121834.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -121838.367188 Penalty: 756.894531
	Iteration 33Q: 3 clusters Score -121838.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -121842.054688 Penalty: 756.894531
	Iteration 34Q: 3 clusters Score -121842.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -121843.570312 Penalty: 756.894531
	Iteration 35Q: 3 clusters Score -121843.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -121844.968750 Penalty: 756.894531
	Iteration 36Q: 3 clusters Score -121845 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -121846.343750 Penalty: 756.894531
	Iteration 37Q: 3 clusters Score -121846.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -121848.914062 Penalty: 756.894531
	Iteration 38Q: 3 clusters Score -121848.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -121851.648438 Penalty: 756.894531
	Iteration 39Q: 3 clusters Score -121851.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -121855.765625 Penalty: 756.894531
	Iteration 40F: 3 clusters Score -121855.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -121857.929688 Penalty: 756.894531
	Iteration 41Q: 3 clusters Score -121857.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -121860.062500 Penalty: 756.894531
	Iteration 42Q: 3 clusters Score -121860.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -121862.218750 Penalty: 756.894531
	Iteration 43Q: 3 clusters Score -121862.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -121863.382812 Penalty: 756.894531
	Iteration 44Q: 3 clusters Score -121863.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -121864.539062 Penalty: 756.894531
	Iteration 45Q: 3 clusters Score -121864.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -121866.742188 Penalty: 756.894531
	Iteration 46Q: 3 clusters Score -121866.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -121870.054688 Penalty: 756.894531
	Iteration 47Q: 3 clusters Score -121870.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -121873.609375 Penalty: 756.894531
	Iteration 48Q: 3 clusters Score -121873.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -121879.984375 Penalty: 756.894531
	Iteration 49Q: 3 clusters Score -121880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -121886.664062 Penalty: 756.894531
	Iteration 50Q: 3 clusters Score -121886.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -121890.867188 Penalty: 756.894531
	Iteration 51Q: 3 clusters Score -121890.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -121894.351562 Penalty: 756.894531
	Iteration 52Q: 3 clusters Score -121894.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -121901.195312 Penalty: 756.894531
	Iteration 53Q: 3 clusters Score -121901.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -121908.203125 Penalty: 756.894531
	Iteration 54Q: 3 clusters Score -121908.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -121919.046875 Penalty: 756.894531
	Iteration 55Q: 3 clusters Score -121919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -121928.242188 Penalty: 756.894531
	Iteration 56Q: 3 clusters Score -121928.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -121938.335938 Penalty: 756.894531
	Iteration 57Q: 3 clusters Score -121938.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -121947.351562 Penalty: 756.894531
	Iteration 58Q: 3 clusters Score -121947.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -121955.257812 Penalty: 756.894531
	Iteration 59Q: 3 clusters Score -121955.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -121964.414062 Penalty: 756.894531
	Iteration 60F: 3 clusters Score -121964.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -121970.882812 Penalty: 756.894531
	Iteration 61Q: 3 clusters Score -121970.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -121971.617188 Penalty: 756.894531
	Iteration 62Q: 3 clusters Score -121971.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -121973.906250 Penalty: 756.894531
	Iteration 63Q: 3 clusters Score -121973.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -121977.226562 Penalty: 756.894531
	Iteration 64Q: 3 clusters Score -121977.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -121982.382812 Penalty: 756.894531
	Iteration 65Q: 3 clusters Score -121982.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -121987.984375 Penalty: 756.894531
	Iteration 66Q: 3 clusters Score -121988 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -121992.757812 Penalty: 756.894531
	Iteration 67Q: 3 clusters Score -121992.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -121996.718750 Penalty: 756.894531
	Iteration 68Q: 3 clusters Score -121996.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -122000.898438 Penalty: 756.894531
	Iteration 69Q: 3 clusters Score -122000.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -122004.328125 Penalty: 756.894531
	Iteration 70Q: 3 clusters Score -122004.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -122012.625000 Penalty: 756.894531
	Iteration 71Q: 3 clusters Score -122012.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -122021.507812 Penalty: 756.894531
	Iteration 72Q: 3 clusters Score -122021.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -122026.859375 Penalty: 756.894531
	Iteration 73Q: 3 clusters Score -122026.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -122039.437500 Penalty: 756.894531
	Iteration 74Q: 3 clusters Score -122039.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -122049.781250 Penalty: 756.894531
	Iteration 75Q: 3 clusters Score -122049.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -122058.390625 Penalty: 756.894531
	Iteration 76Q: 3 clusters Score -122058.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -122072.148438 Penalty: 756.894531
	Iteration 77Q: 3 clusters Score -122072.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -122082.046875 Penalty: 756.894531
	Iteration 78Q: 3 clusters Score -122082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -122089.156250 Penalty: 756.894531
	Iteration 79Q: 3 clusters Score -122089.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -122092.414062 Penalty: 756.894531
	Iteration 80F: 3 clusters Score -122092.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -122096.710938 Penalty: 756.894531
	Iteration 81Q: 3 clusters Score -122096.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -122099.328125 Penalty: 756.894531
	Iteration 82Q: 3 clusters Score -122099.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -122101.023438 Penalty: 756.894531
	Iteration 83Q: 3 clusters Score -122101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -122104.148438 Penalty: 756.894531
	Iteration 84Q: 3 clusters Score -122104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -122105.281250 Penalty: 756.894531
	Iteration 85Q: 3 clusters Score -122105.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -122106.132812 Penalty: 756.894531
	Iteration 86Q: 3 clusters Score -122106.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -122107.726562 Penalty: 756.894531
	Iteration 87Q: 3 clusters Score -122107.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -122109.632812 Penalty: 756.894531
	Iteration 88Q: 3 clusters Score -122109.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -122111.726562 Penalty: 756.894531
	Iteration 89Q: 3 clusters Score -122111.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -122112.132812 Penalty: 756.894531
	Iteration 90Q: 3 clusters Score -122112.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -122113.289062 Penalty: 756.894531
	Iteration 91Q: 3 clusters Score -122113.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -122114.484375 Penalty: 756.894531
	Iteration 92Q: 3 clusters Score -122114.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -122115.257812 Penalty: 756.894531
	Iteration 93Q: 3 clusters Score -122115.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -122115.570312 Penalty: 756.894531
	Iteration 94Q: 3 clusters Score -122115.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -122115.742188 Penalty: 756.894531
	Iteration 95Q: 3 clusters Score -122115.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -122115.898438 Penalty: 756.894531
	Iteration 96Q: 3 clusters Score -122115.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -122116.000000 Penalty: 756.894531
	Iteration 97Q: 3 clusters Score -122116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -122116.273438 Penalty: 756.894531
	Iteration 98Q: 3 clusters Score -122116.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -122116.273438 Penalty: 756.894531
	Iteration 99F: 3 clusters Score -122116.3 nChanged 0
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: -343643.875000 Penalty: 419.599762
	Iteration 0F: 2 clusters Score -343643.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -336937.875000 Penalty: 839.199524
	Iteration 0F: 3 clusters Score -336937.9 nChanged 4700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -339531.875000 Penalty: 839.199524
	Iteration 1F: 3 clusters Score -339531.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -339819.125000 Penalty: 839.199524
	Iteration 2F: 3 clusters Score -339819.1 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -340226.125000 Penalty: 839.199524
	Iteration 3F: 3 clusters Score -340226.1 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -340785.250000 Penalty: 839.199524
	Iteration 4F: 3 clusters Score -340785.2 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -341428.187500 Penalty: 839.199524
	Iteration 5F: 3 clusters Score -341428.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -341869.593750 Penalty: 839.199524
	Iteration 6F: 3 clusters Score -341869.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -342112.218750 Penalty: 839.199524
	Iteration 7Q: 3 clusters Score -342112.2 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -342230.843750 Penalty: 839.199524
	Iteration 8Q: 3 clusters Score -342230.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -342297.031250 Penalty: 839.199524
	Iteration 9Q: 3 clusters Score -342297 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -342341.093750 Penalty: 839.199524
	Iteration 10Q: 3 clusters Score -342341.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -342387.375000 Penalty: 839.199524
	Iteration 11Q: 3 clusters Score -342387.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -342430.843750 Penalty: 839.199524
	Iteration 12Q: 3 clusters Score -342430.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -342465.500000 Penalty: 839.199524
	Iteration 13Q: 3 clusters Score -342465.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -342497.312500 Penalty: 839.199524
	Iteration 14Q: 3 clusters Score -342497.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -342520.093750 Penalty: 839.199524
	Iteration 15Q: 3 clusters Score -342520.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -342544.218750 Penalty: 839.199524
	Iteration 16Q: 3 clusters Score -342544.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -342565.062500 Penalty: 839.199524
	Iteration 17Q: 3 clusters Score -342565.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -342585.468750 Penalty: 839.199524
	Iteration 18Q: 3 clusters Score -342585.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -342602.625000 Penalty: 839.199524
	Iteration 19Q: 3 clusters Score -342602.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -342625.187500 Penalty: 839.199524
	Iteration 20F: 3 clusters Score -342625.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -342645.406250 Penalty: 839.199524
	Iteration 21Q: 3 clusters Score -342645.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -342676.250000 Penalty: 839.199524
	Iteration 22Q: 3 clusters Score -342676.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -342704.312500 Penalty: 839.199524
	Iteration 23Q: 3 clusters Score -342704.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -342742.531250 Penalty: 839.199524
	Iteration 24Q: 3 clusters Score -342742.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -342780.125000 Penalty: 839.199524
	Iteration 25Q: 3 clusters Score -342780.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -342816.468750 Penalty: 839.199524
	Iteration 26Q: 3 clusters Score -342816.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -342867.000000 Penalty: 839.199524
	Iteration 27Q: 3 clusters Score -342867 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -342910.406250 Penalty: 839.199524
	Iteration 28Q: 3 clusters Score -342910.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -342945.687500 Penalty: 839.199524
	Iteration 29Q: 3 clusters Score -342945.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -342976.906250 Penalty: 839.199524
	Iteration 30Q: 3 clusters Score -342976.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -343001.250000 Penalty: 839.199524
	Iteration 31Q: 3 clusters Score -343001.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -343021.781250 Penalty: 839.199524
	Iteration 32Q: 3 clusters Score -343021.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -343038.000000 Penalty: 839.199524
	Iteration 33Q: 3 clusters Score -343038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -343054.093750 Penalty: 839.199524
	Iteration 34Q: 3 clusters Score -343054.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -343066.281250 Penalty: 839.199524
	Iteration 35Q: 3 clusters Score -343066.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -343077.312500 Penalty: 839.199524
	Iteration 36Q: 3 clusters Score -343077.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -343086.937500 Penalty: 839.199524
	Iteration 37Q: 3 clusters Score -343086.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -343097.093750 Penalty: 839.199524
	Iteration 38Q: 3 clusters Score -343097.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -343109.812500 Penalty: 839.199524
	Iteration 39Q: 3 clusters Score -343109.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -343121.375000 Penalty: 839.199524
	Iteration 40F: 3 clusters Score -343121.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -343128.906250 Penalty: 839.199524
	Iteration 41Q: 3 clusters Score -343128.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -343135.406250 Penalty: 839.199524
	Iteration 42Q: 3 clusters Score -343135.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -343140.750000 Penalty: 839.199524
	Iteration 43Q: 3 clusters Score -343140.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -343149.781250 Penalty: 839.199524
	Iteration 44Q: 3 clusters Score -343149.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -343158.437500 Penalty: 839.199524
	Iteration 45Q: 3 clusters Score -343158.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -343164.937500 Penalty: 839.199524
	Iteration 46Q: 3 clusters Score -343164.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -343171.500000 Penalty: 839.199524
	Iteration 47Q: 3 clusters Score -343171.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -343181.125000 Penalty: 839.199524
	Iteration 48Q: 3 clusters Score -343181.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -343185.687500 Penalty: 839.199524
	Iteration 49Q: 3 clusters Score -343185.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -343189.375000 Penalty: 839.199524
	Iteration 50Q: 3 clusters Score -343189.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -343191.437500 Penalty: 839.199524
	Iteration 51Q: 3 clusters Score -343191.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -343195.500000 Penalty: 839.199524
	Iteration 52Q: 3 clusters Score -343195.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -343198.187500 Penalty: 839.199524
	Iteration 53Q: 3 clusters Score -343198.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -343200.093750 Penalty: 839.199524
	Iteration 54Q: 3 clusters Score -343200.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -343202.625000 Penalty: 839.199524
	Iteration 55Q: 3 clusters Score -343202.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -343204.812500 Penalty: 839.199524
	Iteration 56Q: 3 clusters Score -343204.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -343207.187500 Penalty: 839.199524
	Iteration 57Q: 3 clusters Score -343207.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -343209.312500 Penalty: 839.199524
	Iteration 58Q: 3 clusters Score -343209.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -343213.468750 Penalty: 839.199524
	Iteration 59Q: 3 clusters Score -343213.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -343216.125000 Penalty: 839.199524
	Iteration 60F: 3 clusters Score -343216.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -343218.343750 Penalty: 839.199524
	Iteration 61Q: 3 clusters Score -343218.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -343221.125000 Penalty: 839.199524
	Iteration 62Q: 3 clusters Score -343221.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -343222.750000 Penalty: 839.199524
	Iteration 63Q: 3 clusters Score -343222.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -343229.312500 Penalty: 839.199524
	Iteration 64Q: 3 clusters Score -343229.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -343235.062500 Penalty: 839.199524
	Iteration 65Q: 3 clusters Score -343235.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -343238.687500 Penalty: 839.199524
	Iteration 66Q: 3 clusters Score -343238.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -343245.031250 Penalty: 839.199524
	Iteration 67Q: 3 clusters Score -343245 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -343250.875000 Penalty: 839.199524
	Iteration 68Q: 3 clusters Score -343250.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -343257.968750 Penalty: 839.199524
	Iteration 69Q: 3 clusters Score -343258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -343261.000000 Penalty: 839.199524
	Iteration 70Q: 3 clusters Score -343261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -343265.375000 Penalty: 839.199524
	Iteration 71Q: 3 clusters Score -343265.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -343269.468750 Penalty: 839.199524
	Iteration 72Q: 3 clusters Score -343269.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -343271.687500 Penalty: 839.199524
	Iteration 73Q: 3 clusters Score -343271.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -343273.343750 Penalty: 839.199524
	Iteration 74Q: 3 clusters Score -343273.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -343276.343750 Penalty: 839.199524
	Iteration 75Q: 3 clusters Score -343276.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -343278.906250 Penalty: 839.199524
	Iteration 76Q: 3 clusters Score -343278.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -343280.437500 Penalty: 839.199524
	Iteration 77Q: 3 clusters Score -343280.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -343282.781250 Penalty: 839.199524
	Iteration 78Q: 3 clusters Score -343282.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -343282.812500 Penalty: 839.199524
	Iteration 79Q: 3 clusters Score -343282.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -343284.187500 Penalty: 839.199524
	Iteration 80F: 3 clusters Score -343284.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -343287.906250 Penalty: 839.199524
	Iteration 81Q: 3 clusters Score -343287.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -343290.968750 Penalty: 839.199524
	Iteration 82Q: 3 clusters Score -343291 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -343293.593750 Penalty: 839.199524
	Iteration 83Q: 3 clusters Score -343293.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -343296.281250 Penalty: 839.199524
	Iteration 84Q: 3 clusters Score -343296.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -343297.312500 Penalty: 839.199524
	Iteration 85Q: 3 clusters Score -343297.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -343297.312500 Penalty: 839.199524
	Iteration 86F: 3 clusters Score -343297.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -81360.226562 Penalty: 357.848572
	Iteration 0F: 2 clusters Score -81360.23 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -79529.703125 Penalty: 715.697144
	Iteration 0F: 3 clusters Score -79529.7 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -80151.281250 Penalty: 715.697144
	Iteration 1F: 3 clusters Score -80151.28 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -80233.085938 Penalty: 715.697144
	Iteration 2F: 3 clusters Score -80233.09 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -80325.890625 Penalty: 715.697144
	Iteration 3F: 3 clusters Score -80325.89 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -80418.500000 Penalty: 715.697144
	Iteration 4F: 3 clusters Score -80418.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -80480.406250 Penalty: 715.697144
	Iteration 5Q: 3 clusters Score -80480.41 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -80539.242188 Penalty: 715.697144
	Iteration 6Q: 3 clusters Score -80539.24 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -80590.625000 Penalty: 715.697144
	Iteration 7Q: 3 clusters Score -80590.62 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -80644.273438 Penalty: 715.697144
	Iteration 8Q: 3 clusters Score -80644.27 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -80701.929688 Penalty: 715.697144
	Iteration 9Q: 3 clusters Score -80701.93 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -80763.328125 Penalty: 715.697144
	Iteration 10Q: 3 clusters Score -80763.33 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -80803.671875 Penalty: 715.697144
	Iteration 11Q: 3 clusters Score -80803.67 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -80841.789062 Penalty: 715.697144
	Iteration 12Q: 3 clusters Score -80841.79 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -80866.093750 Penalty: 715.697144
	Iteration 13Q: 3 clusters Score -80866.09 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -80885.445312 Penalty: 715.697144
	Iteration 14Q: 3 clusters Score -80885.45 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -80896.039062 Penalty: 715.697144
	Iteration 15Q: 3 clusters Score -80896.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -80902.484375 Penalty: 715.697144
	Iteration 16Q: 3 clusters Score -80902.48 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -80908.421875 Penalty: 715.697144
	Iteration 17Q: 3 clusters Score -80908.42 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -80916.578125 Penalty: 715.697144
	Iteration 18Q: 3 clusters Score -80916.58 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -80924.343750 Penalty: 715.697144
	Iteration 19Q: 3 clusters Score -80924.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -80929.609375 Penalty: 715.697144
	Iteration 20F: 3 clusters Score -80929.61 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -80934.796875 Penalty: 715.697144
	Iteration 21Q: 3 clusters Score -80934.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -80941.882812 Penalty: 715.697144
	Iteration 22Q: 3 clusters Score -80941.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -80947.757812 Penalty: 715.697144
	Iteration 23Q: 3 clusters Score -80947.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -80953.476562 Penalty: 715.697144
	Iteration 24Q: 3 clusters Score -80953.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -80961.437500 Penalty: 715.697144
	Iteration 25Q: 3 clusters Score -80961.44 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -80965.992188 Penalty: 715.697144
	Iteration 26Q: 3 clusters Score -80965.99 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -80970.593750 Penalty: 715.697144
	Iteration 27Q: 3 clusters Score -80970.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -80976.804688 Penalty: 715.697144
	Iteration 28Q: 3 clusters Score -80976.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -80984.859375 Penalty: 715.697144
	Iteration 29Q: 3 clusters Score -80984.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -80990.695312 Penalty: 715.697144
	Iteration 30Q: 3 clusters Score -80990.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -80993.851562 Penalty: 715.697144
	Iteration 31Q: 3 clusters Score -80993.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -80998.250000 Penalty: 715.697144
	Iteration 32Q: 3 clusters Score -80998.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -81000.820312 Penalty: 715.697144
	Iteration 33Q: 3 clusters Score -81000.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -81002.906250 Penalty: 715.697144
	Iteration 34Q: 3 clusters Score -81002.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -81004.664062 Penalty: 715.697144
	Iteration 35Q: 3 clusters Score -81004.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -81006.031250 Penalty: 715.697144
	Iteration 36Q: 3 clusters Score -81006.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -81007.367188 Penalty: 715.697144
	Iteration 37Q: 3 clusters Score -81007.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -81008.453125 Penalty: 715.697144
	Iteration 38Q: 3 clusters Score -81008.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -81009.156250 Penalty: 715.697144
	Iteration 39Q: 3 clusters Score -81009.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -81009.726562 Penalty: 715.697144
	Iteration 40F: 3 clusters Score -81009.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -81010.289062 Penalty: 715.697144
	Iteration 41Q: 3 clusters Score -81010.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -81011.179688 Penalty: 715.697144
	Iteration 42Q: 3 clusters Score -81011.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -81011.617188 Penalty: 715.697144
	Iteration 43Q: 3 clusters Score -81011.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -81012.625000 Penalty: 715.697144
	Iteration 44Q: 3 clusters Score -81012.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -81014.500000 Penalty: 715.697144
	Iteration 45Q: 3 clusters Score -81014.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -81016.343750 Penalty: 715.697144
	Iteration 46Q: 3 clusters Score -81016.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -81016.523438 Penalty: 715.697144
	Iteration 47Q: 3 clusters Score -81016.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -81016.523438 Penalty: 715.697144
	Iteration 48F: 3 clusters Score -81016.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Entering Unmasked Estep 
Score: -281778.187500 Penalty: 412.587402
	Iteration 0F: 2 clusters Score -281778.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -275960.750000 Penalty: 825.174805
	Iteration 0F: 3 clusters Score -275960.8 nChanged 4028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -278342.062500 Penalty: 825.174805
	Iteration 1F: 3 clusters Score -278342.1 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -278625.125000 Penalty: 825.174805
	Iteration 2F: 3 clusters Score -278625.1 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -278917.593750 Penalty: 825.174805
	Iteration 3F: 3 clusters Score -278917.6 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -279200.500000 Penalty: 825.174805
	Iteration 4F: 3 clusters Score -279200.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -279490.406250 Penalty: 825.174805
	Iteration 5F: 3 clusters Score -279490.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -279822.031250 Penalty: 825.174805
	Iteration 6F: 3 clusters Score -279822 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -280204.281250 Penalty: 825.174805
	Iteration 7F: 3 clusters Score -280204.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -280548.593750 Penalty: 825.174805
	Iteration 8F: 3 clusters Score -280548.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -280844.625000 Penalty: 825.174805
	Iteration 9Q: 3 clusters Score -280844.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -281068.437500 Penalty: 825.174805
	Iteration 10Q: 3 clusters Score -281068.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -281216.875000 Penalty: 825.174805
	Iteration 11Q: 3 clusters Score -281216.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -281294.531250 Penalty: 825.174805
	Iteration 12Q: 3 clusters Score -281294.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -281343.375000 Penalty: 825.174805
	Iteration 13Q: 3 clusters Score -281343.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -281370.718750 Penalty: 825.174805
	Iteration 14Q: 3 clusters Score -281370.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -281392.312500 Penalty: 825.174805
	Iteration 15Q: 3 clusters Score -281392.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -281400.218750 Penalty: 825.174805
	Iteration 16Q: 3 clusters Score -281400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -281406.218750 Penalty: 825.174805
	Iteration 17Q: 3 clusters Score -281406.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -281409.093750 Penalty: 825.174805
	Iteration 18Q: 3 clusters Score -281409.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -281411.062500 Penalty: 825.174805
	Iteration 19Q: 3 clusters Score -281411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -281413.593750 Penalty: 825.174805
	Iteration 20F: 3 clusters Score -281413.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Entering Unmasked Estep 
Score: -181723.968750 Penalty: 396.303192
	Iteration 0F: 2 clusters Score -181724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -177675.609375 Penalty: 792.606384
	Iteration 0F: 3 clusters Score -177675.6 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -179181.156250 Penalty: 792.606384
	Iteration 1F: 3 clusters Score -179181.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -179403.781250 Penalty: 792.606384
	Iteration 2F: 3 clusters Score -179403.8 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -179603.421875 Penalty: 792.606384
	Iteration 3F: 3 clusters Score -179603.4 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -179804.406250 Penalty: 792.606384
	Iteration 4F: 3 clusters Score -179804.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -180006.156250 Penalty: 792.606384
	Iteration 5F: 3 clusters Score -180006.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -180205.562500 Penalty: 792.606384
	Iteration 6F: 3 clusters Score -180205.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -180425.781250 Penalty: 792.606384
	Iteration 7F: 3 clusters Score -180425.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -180621.843750 Penalty: 792.606384
	Iteration 8Q: 3 clusters Score -180621.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -180809.859375 Penalty: 792.606384
	Iteration 9Q: 3 clusters Score -180809.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -180977.796875 Penalty: 792.606384
	Iteration 10Q: 3 clusters Score -180977.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -181150.328125 Penalty: 792.606384
	Iteration 11Q: 3 clusters Score -181150.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -181249.500000 Penalty: 792.606384
	Iteration 12Q: 3 clusters Score -181249.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -181310.828125 Penalty: 792.606384
	Iteration 13Q: 3 clusters Score -181310.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -181360.187500 Penalty: 792.606384
	Iteration 14Q: 3 clusters Score -181360.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -181401.546875 Penalty: 792.606384
	Iteration 15Q: 3 clusters Score -181401.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -181427.796875 Penalty: 792.606384
	Iteration 16Q: 3 clusters Score -181427.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -181440.531250 Penalty: 792.606384
	Iteration 17Q: 3 clusters Score -181440.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -181442.484375 Penalty: 792.606384
	Iteration 18Q: 3 clusters Score -181442.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -181443.515625 Penalty: 792.606384
	Iteration 19Q: 3 clusters Score -181443.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -181444.250000 Penalty: 792.606384
	Iteration 20F: 3 clusters Score -181444.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -181446.015625 Penalty: 792.606384
	Iteration 21Q: 3 clusters Score -181446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -181449.625000 Penalty: 792.606384
	Iteration 22Q: 3 clusters Score -181449.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -181452.593750 Penalty: 792.606384
	Iteration 23Q: 3 clusters Score -181452.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -181455.687500 Penalty: 792.606384
	Iteration 24Q: 3 clusters Score -181455.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -181456.984375 Penalty: 792.606384
	Iteration 25Q: 3 clusters Score -181457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -181457.171875 Penalty: 792.606384
	Iteration 26Q: 3 clusters Score -181457.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -181457.171875 Penalty: 792.606384
	Iteration 27F: 3 clusters Score -181457.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Entering Unmasked Estep 
Score: -208669.562500 Penalty: 400.848785
	Iteration 0F: 2 clusters Score -208669.6 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 3366 members 
Entering Unmasked Estep 
Score: -204167.984375 Penalty: 801.697571
	Iteration 0F: 3 clusters Score -204168 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -205990.750000 Penalty: 801.697571
	Iteration 1F: 3 clusters Score -205990.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -206160.109375 Penalty: 801.697571
	Iteration 2F: 3 clusters Score -206160.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -206368.156250 Penalty: 801.697571
	Iteration 3F: 3 clusters Score -206368.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -206630.343750 Penalty: 801.697571
	Iteration 4F: 3 clusters Score -206630.3 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -206915.687500 Penalty: 801.697571
	Iteration 5F: 3 clusters Score -206915.7 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -207231.437500 Penalty: 801.697571
	Iteration 6F: 3 clusters Score -207231.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -207509.531250 Penalty: 801.697571
	Iteration 7Q: 3 clusters Score -207509.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -207659.203125 Penalty: 801.697571
	Iteration 8Q: 3 clusters Score -207659.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -207742.171875 Penalty: 801.697571
	Iteration 9Q: 3 clusters Score -207742.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -207796.421875 Penalty: 801.697571
	Iteration 10Q: 3 clusters Score -207796.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -207842.062500 Penalty: 801.697571
	Iteration 11Q: 3 clusters Score -207842.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -207866.453125 Penalty: 801.697571
	Iteration 12Q: 3 clusters Score -207866.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -207881.625000 Penalty: 801.697571
	Iteration 13Q: 3 clusters Score -207881.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -207894.875000 Penalty: 801.697571
	Iteration 14Q: 3 clusters Score -207894.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -207908.250000 Penalty: 801.697571
	Iteration 15Q: 3 clusters Score -207908.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -207913.515625 Penalty: 801.697571
	Iteration 16Q: 3 clusters Score -207913.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -207916.281250 Penalty: 801.697571
	Iteration 17Q: 3 clusters Score -207916.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -207919.125000 Penalty: 801.697571
	Iteration 18Q: 3 clusters Score -207919.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -207920.703125 Penalty: 801.697571
	Iteration 19Q: 3 clusters Score -207920.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -207924.359375 Penalty: 801.697571
	Iteration 20F: 3 clusters Score -207924.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -207927.312500 Penalty: 801.697571
	Iteration 21Q: 3 clusters Score -207927.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -207930.781250 Penalty: 801.697571
	Iteration 22Q: 3 clusters Score -207930.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -207935.359375 Penalty: 801.697571
	Iteration 23Q: 3 clusters Score -207935.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -207941.671875 Penalty: 801.697571
	Iteration 24Q: 3 clusters Score -207941.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -207944.078125 Penalty: 801.697571
	Iteration 25Q: 3 clusters Score -207944.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -207947.484375 Penalty: 801.697571
	Iteration 26Q: 3 clusters Score -207947.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -207951.843750 Penalty: 801.697571
	Iteration 27Q: 3 clusters Score -207951.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -207955.718750 Penalty: 801.697571
	Iteration 28Q: 3 clusters Score -207955.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -207962.390625 Penalty: 801.697571
	Iteration 29Q: 3 clusters Score -207962.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -207968.937500 Penalty: 801.697571
	Iteration 30Q: 3 clusters Score -207968.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -207973.640625 Penalty: 801.697571
	Iteration 31Q: 3 clusters Score -207973.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -207977.546875 Penalty: 801.697571
	Iteration 32Q: 3 clusters Score -207977.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -207980.906250 Penalty: 801.697571
	Iteration 33Q: 3 clusters Score -207980.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -207986.984375 Penalty: 801.697571
	Iteration 34Q: 3 clusters Score -207987 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -207990.390625 Penalty: 801.697571
	Iteration 35Q: 3 clusters Score -207990.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -207995.125000 Penalty: 801.697571
	Iteration 36Q: 3 clusters Score -207995.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -207997.796875 Penalty: 801.697571
	Iteration 37Q: 3 clusters Score -207997.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -208000.015625 Penalty: 801.697571
	Iteration 38Q: 3 clusters Score -208000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -208002.703125 Penalty: 801.697571
	Iteration 39Q: 3 clusters Score -208002.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -208004.187500 Penalty: 801.697571
	Iteration 40F: 3 clusters Score -208004.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -208007.906250 Penalty: 801.697571
	Iteration 41Q: 3 clusters Score -208007.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -208011.812500 Penalty: 801.697571
	Iteration 42Q: 3 clusters Score -208011.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -208017.453125 Penalty: 801.697571
	Iteration 43Q: 3 clusters Score -208017.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -208024.203125 Penalty: 801.697571
	Iteration 44Q: 3 clusters Score -208024.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -208032.437500 Penalty: 801.697571
	Iteration 45Q: 3 clusters Score -208032.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -208041.234375 Penalty: 801.697571
	Iteration 46Q: 3 clusters Score -208041.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -208050.031250 Penalty: 801.697571
	Iteration 47Q: 3 clusters Score -208050 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -208058.031250 Penalty: 801.697571
	Iteration 48Q: 3 clusters Score -208058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -208064.656250 Penalty: 801.697571
	Iteration 49Q: 3 clusters Score -208064.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -208069.703125 Penalty: 801.697571
	Iteration 50Q: 3 clusters Score -208069.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -208075.812500 Penalty: 801.697571
	Iteration 51Q: 3 clusters Score -208075.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -208085.843750 Penalty: 801.697571
	Iteration 52Q: 3 clusters Score -208085.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -208100.703125 Penalty: 801.697571
	Iteration 53Q: 3 clusters Score -208100.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -208109.953125 Penalty: 801.697571
	Iteration 54Q: 3 clusters Score -208110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -208119.734375 Penalty: 801.697571
	Iteration 55Q: 3 clusters Score -208119.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -208129.984375 Penalty: 801.697571
	Iteration 56Q: 3 clusters Score -208130 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -208141.671875 Penalty: 801.697571
	Iteration 57Q: 3 clusters Score -208141.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -208154.375000 Penalty: 801.697571
	Iteration 58Q: 3 clusters Score -208154.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -208167.984375 Penalty: 801.697571
	Iteration 59Q: 3 clusters Score -208168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -208179.921875 Penalty: 801.697571
	Iteration 60F: 3 clusters Score -208179.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -208192.593750 Penalty: 801.697571
	Iteration 61Q: 3 clusters Score -208192.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -208205.343750 Penalty: 801.697571
	Iteration 62Q: 3 clusters Score -208205.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -208215.140625 Penalty: 801.697571
	Iteration 63Q: 3 clusters Score -208215.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -208221.359375 Penalty: 801.697571
	Iteration 64Q: 3 clusters Score -208221.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -208228.578125 Penalty: 801.697571
	Iteration 65Q: 3 clusters Score -208228.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -208234.656250 Penalty: 801.697571
	Iteration 66Q: 3 clusters Score -208234.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -208240.265625 Penalty: 801.697571
	Iteration 67Q: 3 clusters Score -208240.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -208246.671875 Penalty: 801.697571
	Iteration 68Q: 3 clusters Score -208246.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -208253.781250 Penalty: 801.697571
	Iteration 69Q: 3 clusters Score -208253.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -208263.671875 Penalty: 801.697571
	Iteration 70Q: 3 clusters Score -208263.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -208269.015625 Penalty: 801.697571
	Iteration 71Q: 3 clusters Score -208269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -208276.531250 Penalty: 801.697571
	Iteration 72Q: 3 clusters Score -208276.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -208280.515625 Penalty: 801.697571
	Iteration 73Q: 3 clusters Score -208280.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -208282.109375 Penalty: 801.697571
	Iteration 74Q: 3 clusters Score -208282.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -208283.359375 Penalty: 801.697571
	Iteration 75Q: 3 clusters Score -208283.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -208286.000000 Penalty: 801.697571
	Iteration 76Q: 3 clusters Score -208286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -208289.578125 Penalty: 801.697571
	Iteration 77Q: 3 clusters Score -208289.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -208297.296875 Penalty: 801.697571
	Iteration 78Q: 3 clusters Score -208297.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -208307.359375 Penalty: 801.697571
	Iteration 79Q: 3 clusters Score -208307.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -208314.031250 Penalty: 801.697571
	Iteration 80F: 3 clusters Score -208314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -208314.515625 Penalty: 801.697571
	Iteration 81Q: 3 clusters Score -208314.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -208317.687500 Penalty: 801.697571
	Iteration 82Q: 3 clusters Score -208317.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -208325.500000 Penalty: 801.697571
	Iteration 83Q: 3 clusters Score -208325.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -208333.515625 Penalty: 801.697571
	Iteration 84Q: 3 clusters Score -208333.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -208336.031250 Penalty: 801.697571
	Iteration 85Q: 3 clusters Score -208336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -208340.140625 Penalty: 801.697571
	Iteration 86Q: 3 clusters Score -208340.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -208341.343750 Penalty: 801.697571
	Iteration 87Q: 3 clusters Score -208341.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -208342.281250 Penalty: 801.697571
	Iteration 88Q: 3 clusters Score -208342.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -208342.281250 Penalty: 801.697571
	Iteration 89F: 3 clusters Score -208342.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -3186.277100 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -3186.277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -2949.380371 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -2949.38 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -2996.987549 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -2996.988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -3006.169434 Penalty: 451.618896
	Iteration 2Q: 3 clusters Score -3006.169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3007.127686 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -3007.128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -3007.127686 Penalty: 451.618896
	Iteration 4F: 3 clusters Score -3007.128 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 55081 members 
Mstep: Class 7 contains 20700 members 
Mstep: Class 8 contains 2388 members 
Mstep: Class 9 contains 45032 members 
Mstep: Class 10 contains 143754 members 
Mstep: Class 11 contains 119440 members 
Mstep: Class 12 contains 5944 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10398 members 
Mstep: Class 16 contains 17047 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 6063 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736152.000000 Penalty: 14978.081055
Iteration 199Q: 26 clusters Score -1.573615e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 55079 members 
Mstep: Class 7 contains 20704 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 9 contains 45031 members 
Mstep: Class 10 contains 143751 members 
Mstep: Class 11 contains 119441 members 
Mstep: Class 12 contains 5952 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10392 members 
Mstep: Class 16 contains 17045 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8675 members 
Mstep: Class 23 contains 6063 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736177.000000 Penalty: 14978.081055
Iteration 200F: 26 clusters Score -1.573618e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 55079 members 
Mstep: Class 7 contains 20710 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 9 contains 45024 members 
Mstep: Class 10 contains 143750 members 
Mstep: Class 11 contains 119441 members 
Mstep: Class 12 contains 5957 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10389 members 
Mstep: Class 16 contains 17042 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 4099 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8678 members 
Mstep: Class 23 contains 6064 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736174.000000 Penalty: 14978.081055
Iteration 201Q: 26 clusters Score -1.573617e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41416 members 
Mstep: Class 6 contains 55079 members 
Mstep: Class 7 contains 20717 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 45020 members 
Mstep: Class 10 contains 143749 members 
Mstep: Class 11 contains 119435 members 
Mstep: Class 12 contains 5963 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10388 members 
Mstep: Class 16 contains 17042 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 4100 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8678 members 
Mstep: Class 23 contains 6066 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736166.000000 Penalty: 14978.081055
Iteration 202Q: 26 clusters Score -1.573617e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41416 members 
Mstep: Class 6 contains 55082 members 
Mstep: Class 7 contains 20724 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 45017 members 
Mstep: Class 10 contains 143744 members 
Mstep: Class 11 contains 119430 members 
Mstep: Class 12 contains 5967 members 
Mstep: Class 13 contains 3428 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10384 members 
Mstep: Class 16 contains 17042 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 4100 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8679 members 
Mstep: Class 23 contains 6070 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736153.000000 Penalty: 14978.081055
Iteration 203Q: 26 clusters Score -1.573615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 55080 members 
Mstep: Class 7 contains 20730 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 45016 members 
Mstep: Class 10 contains 143740 members 
Mstep: Class 11 contains 119426 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 3428 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10379 members 
Mstep: Class 16 contains 17043 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2418 members 
Mstep: Class 19 contains 4100 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8678 members 
Mstep: Class 23 contains 6074 members 
Mstep: Class 24 contains 6701 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736154.000000 Penalty: 14978.081055
Iteration 204Q: 26 clusters Score -1.573615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41415 members 
Mstep: Class 6 contains 55079 members 
Mstep: Class 7 contains 20740 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 45015 members 
Mstep: Class 10 contains 143739 members 
Mstep: Class 11 contains 119424 members 
Mstep: Class 12 contains 5977 members 
Mstep: Class 13 contains 3427 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10376 members 
Mstep: Class 16 contains 17039 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 4100 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8678 members 
Mstep: Class 23 contains 6075 members 
Mstep: Class 24 contains 6701 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736131.000000 Penalty: 14978.081055
Iteration 205Q: 26 clusters Score -1.573613e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 55077 members 
Mstep: Class 7 contains 20754 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 9 contains 45012 members 
Mstep: Class 10 contains 143738 members 
Mstep: Class 11 contains 119421 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 3427 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10376 members 
Mstep: Class 16 contains 17036 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4101 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8678 members 
Mstep: Class 23 contains 6079 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736131.000000 Penalty: 14978.081055
Iteration 206Q: 26 clusters Score -1.573613e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41407 members 
Mstep: Class 6 contains 55074 members 
Mstep: Class 7 contains 20770 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 45007 members 
Mstep: Class 10 contains 143739 members 
Mstep: Class 11 contains 119416 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 3427 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10378 members 
Mstep: Class 16 contains 17031 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4101 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8678 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6699 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736134.000000 Penalty: 14978.081055
Iteration 207Q: 26 clusters Score -1.573613e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4012 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41409 members 
Mstep: Class 6 contains 55072 members 
Mstep: Class 7 contains 20784 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 45005 members 
Mstep: Class 10 contains 143741 members 
Mstep: Class 11 contains 119404 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10381 members 
Mstep: Class 16 contains 17027 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4100 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6699 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736132.000000 Penalty: 14978.081055
Iteration 208Q: 26 clusters Score -1.573613e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4013 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41407 members 
Mstep: Class 6 contains 55070 members 
Mstep: Class 7 contains 20797 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44998 members 
Mstep: Class 10 contains 143741 members 
Mstep: Class 11 contains 119397 members 
Mstep: Class 12 contains 5981 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10384 members 
Mstep: Class 16 contains 17027 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4099 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6698 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736119.000000 Penalty: 14978.081055
Iteration 209Q: 26 clusters Score -1.573612e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41404 members 
Mstep: Class 6 contains 55069 members 
Mstep: Class 7 contains 20810 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44992 members 
Mstep: Class 10 contains 143740 members 
Mstep: Class 11 contains 119394 members 
Mstep: Class 12 contains 5983 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10386 members 
Mstep: Class 16 contains 17026 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4098 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6698 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736125.000000 Penalty: 14978.081055
Iteration 210Q: 26 clusters Score -1.573612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41405 members 
Mstep: Class 6 contains 55070 members 
Mstep: Class 7 contains 20819 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44986 members 
Mstep: Class 10 contains 143738 members 
Mstep: Class 11 contains 119392 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 14 contains 5062 members 
Mstep: Class 15 contains 10390 members 
Mstep: Class 16 contains 17025 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6698 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736122.000000 Penalty: 14978.081055
Iteration 211Q: 26 clusters Score -1.573612e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41405 members 
Mstep: Class 6 contains 55072 members 
Mstep: Class 7 contains 20824 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44986 members 
Mstep: Class 10 contains 143736 members 
Mstep: Class 11 contains 119392 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 14 contains 5061 members 
Mstep: Class 15 contains 10393 members 
Mstep: Class 16 contains 17024 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736125.000000 Penalty: 14978.081055
Iteration 212Q: 26 clusters Score -1.573612e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41408 members 
Mstep: Class 6 contains 55076 members 
Mstep: Class 7 contains 20825 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44988 members 
Mstep: Class 10 contains 143732 members 
Mstep: Class 11 contains 119387 members 
Mstep: Class 12 contains 5978 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10397 members 
Mstep: Class 16 contains 17024 members 
Mstep: Class 17 contains 2747 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4092 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8676 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6698 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736137.000000 Penalty: 14978.081055
Iteration 213Q: 26 clusters Score -1.573614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41410 members 
Mstep: Class 6 contains 55074 members 
Mstep: Class 7 contains 20828 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44988 members 
Mstep: Class 10 contains 143730 members 
Mstep: Class 11 contains 119384 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10398 members 
Mstep: Class 16 contains 17024 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8676 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736133.000000 Penalty: 14978.081055
Iteration 214Q: 26 clusters Score -1.573613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41411 members 
Mstep: Class 6 contains 55075 members 
Mstep: Class 7 contains 20832 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 9 contains 44984 members 
Mstep: Class 10 contains 143729 members 
Mstep: Class 11 contains 119382 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10399 members 
Mstep: Class 16 contains 17024 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8676 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736133.000000 Penalty: 14978.081055
Iteration 215Q: 26 clusters Score -1.573613e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41411 members 
Mstep: Class 6 contains 55075 members 
Mstep: Class 7 contains 20837 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44983 members 
Mstep: Class 10 contains 143727 members 
Mstep: Class 11 contains 119381 members 
Mstep: Class 12 contains 5979 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10398 members 
Mstep: Class 16 contains 17023 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6700 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736135.000000 Penalty: 14978.081055
Iteration 216Q: 26 clusters Score -1.573614e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41414 members 
Mstep: Class 6 contains 55072 members 
Mstep: Class 7 contains 20845 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44981 members 
Mstep: Class 10 contains 143726 members 
Mstep: Class 11 contains 119380 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10396 members 
Mstep: Class 16 contains 17022 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2604 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6699 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736119.000000 Penalty: 14978.081055
Iteration 217Q: 26 clusters Score -1.573612e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41414 members 
Mstep: Class 6 contains 55070 members 
Mstep: Class 7 contains 20861 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44977 members 
Mstep: Class 10 contains 143724 members 
Mstep: Class 11 contains 119376 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 3421 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10395 members 
Mstep: Class 16 contains 17021 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4087 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6699 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736131.000000 Penalty: 14978.081055
Iteration 218Q: 26 clusters Score -1.573613e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41412 members 
Mstep: Class 6 contains 55068 members 
Mstep: Class 7 contains 20878 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44975 members 
Mstep: Class 10 contains 143722 members 
Mstep: Class 11 contains 119368 members 
Mstep: Class 12 contains 5987 members 
Mstep: Class 13 contains 3420 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10394 members 
Mstep: Class 16 contains 17019 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6698 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736138.000000 Penalty: 14978.081055
Iteration 219Q: 26 clusters Score -1.573614e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41411 members 
Mstep: Class 6 contains 55066 members 
Mstep: Class 7 contains 20888 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44979 members 
Mstep: Class 10 contains 143719 members 
Mstep: Class 11 contains 119361 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10395 members 
Mstep: Class 16 contains 17018 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 10117 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736123.000000 Penalty: 14978.081055
Iteration 220F: 26 clusters Score -1.573612e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41408 members 
Mstep: Class 6 contains 55063 members 
Mstep: Class 7 contains 20895 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44981 members 
Mstep: Class 10 contains 143717 members 
Mstep: Class 11 contains 119356 members 
Mstep: Class 12 contains 5991 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10397 members 
Mstep: Class 16 contains 17017 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736117.000000 Penalty: 14978.081055
Iteration 221Q: 26 clusters Score -1.573612e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41405 members 
Mstep: Class 6 contains 55062 members 
Mstep: Class 7 contains 20899 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44985 members 
Mstep: Class 10 contains 143713 members 
Mstep: Class 11 contains 119354 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 3417 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10396 members 
Mstep: Class 16 contains 17016 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736119.000000 Penalty: 14978.081055
Iteration 222Q: 26 clusters Score -1.573612e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41404 members 
Mstep: Class 6 contains 55060 members 
Mstep: Class 7 contains 20906 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44985 members 
Mstep: Class 10 contains 143712 members 
Mstep: Class 11 contains 119351 members 
Mstep: Class 12 contains 5992 members 
Mstep: Class 13 contains 3419 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10397 members 
Mstep: Class 16 contains 17014 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736115.000000 Penalty: 14978.081055
Iteration 223Q: 26 clusters Score -1.573612e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41405 members 
Mstep: Class 6 contains 55058 members 
Mstep: Class 7 contains 20914 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44984 members 
Mstep: Class 10 contains 143711 members 
Mstep: Class 11 contains 119348 members 
Mstep: Class 12 contains 5994 members 
Mstep: Class 13 contains 3417 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10397 members 
Mstep: Class 16 contains 17012 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8677 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736118.000000 Penalty: 14978.081055
Iteration 224Q: 26 clusters Score -1.573612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41402 members 
Mstep: Class 6 contains 55056 members 
Mstep: Class 7 contains 20923 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44981 members 
Mstep: Class 10 contains 143712 members 
Mstep: Class 11 contains 119349 members 
Mstep: Class 12 contains 5995 members 
Mstep: Class 13 contains 3416 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10396 members 
Mstep: Class 16 contains 17011 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8676 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736098.000000 Penalty: 14978.081055
Iteration 225Q: 26 clusters Score -1.57361e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41401 members 
Mstep: Class 6 contains 55055 members 
Mstep: Class 7 contains 20929 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44980 members 
Mstep: Class 10 contains 143708 members 
Mstep: Class 11 contains 119350 members 
Mstep: Class 12 contains 5996 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10395 members 
Mstep: Class 16 contains 17009 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8676 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736093.000000 Penalty: 14978.081055
Iteration 226Q: 26 clusters Score -1.573609e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41401 members 
Mstep: Class 6 contains 55054 members 
Mstep: Class 7 contains 20939 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44972 members 
Mstep: Class 10 contains 143706 members 
Mstep: Class 11 contains 119349 members 
Mstep: Class 12 contains 5998 members 
Mstep: Class 13 contains 3419 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10395 members 
Mstep: Class 16 contains 17007 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8676 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736092.000000 Penalty: 14978.081055
Iteration 227Q: 26 clusters Score -1.573609e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41401 members 
Mstep: Class 6 contains 55054 members 
Mstep: Class 7 contains 20947 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44972 members 
Mstep: Class 10 contains 143703 members 
Mstep: Class 11 contains 119346 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 3419 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10397 members 
Mstep: Class 16 contains 17003 members 
Mstep: Class 17 contains 2748 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8674 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736109.000000 Penalty: 14978.081055
Iteration 228Q: 26 clusters Score -1.573611e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41402 members 
Mstep: Class 6 contains 55055 members 
Mstep: Class 7 contains 20952 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 44977 members 
Mstep: Class 10 contains 143697 members 
Mstep: Class 11 contains 119344 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10402 members 
Mstep: Class 16 contains 16995 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8673 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736111.000000 Penalty: 14978.081055
Iteration 229Q: 26 clusters Score -1.573611e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41403 members 
Mstep: Class 6 contains 55057 members 
Mstep: Class 7 contains 20953 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 44986 members 
Mstep: Class 10 contains 143688 members 
Mstep: Class 11 contains 119344 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 3419 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8672 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736137.000000 Penalty: 14978.081055
Iteration 230Q: 26 clusters Score -1.573614e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41403 members 
Mstep: Class 6 contains 55058 members 
Mstep: Class 7 contains 20955 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 44992 members 
Mstep: Class 10 contains 143677 members 
Mstep: Class 11 contains 119346 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 16994 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736139.000000 Penalty: 14978.081055
Iteration 231Q: 26 clusters Score -1.573614e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41403 members 
Mstep: Class 6 contains 55060 members 
Mstep: Class 7 contains 20957 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 44991 members 
Mstep: Class 10 contains 143673 members 
Mstep: Class 11 contains 119347 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 16994 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736150.000000 Penalty: 14978.081055
Iteration 232Q: 26 clusters Score -1.573615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41404 members 
Mstep: Class 6 contains 55060 members 
Mstep: Class 7 contains 20963 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 44992 members 
Mstep: Class 10 contains 143668 members 
Mstep: Class 11 contains 119344 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 16993 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8671 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736153.000000 Penalty: 14978.081055
Iteration 233Q: 26 clusters Score -1.573615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41405 members 
Mstep: Class 6 contains 55062 members 
Mstep: Class 7 contains 20968 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 44996 members 
Mstep: Class 10 contains 143665 members 
Mstep: Class 11 contains 119341 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5058 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8670 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6695 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736147.000000 Penalty: 14978.081055
Iteration 234Q: 26 clusters Score -1.573615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41406 members 
Mstep: Class 6 contains 55063 members 
Mstep: Class 7 contains 20975 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 9 contains 44999 members 
Mstep: Class 10 contains 143661 members 
Mstep: Class 11 contains 119338 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5058 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 16987 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6695 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736137.000000 Penalty: 14978.081055
Iteration 235Q: 26 clusters Score -1.573614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41406 members 
Mstep: Class 6 contains 55064 members 
Mstep: Class 7 contains 20986 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 44999 members 
Mstep: Class 10 contains 143656 members 
Mstep: Class 11 contains 119334 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 16987 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4096 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8668 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6695 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736142.000000 Penalty: 14978.081055
Iteration 236Q: 26 clusters Score -1.573614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41406 members 
Mstep: Class 6 contains 55063 members 
Mstep: Class 7 contains 20996 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 44997 members 
Mstep: Class 10 contains 143652 members 
Mstep: Class 11 contains 119329 members 
Mstep: Class 12 contains 6000 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 10404 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2749 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4096 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6695 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736155.000000 Penalty: 14978.081055
Iteration 237Q: 26 clusters Score -1.573616e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41406 members 
Mstep: Class 6 contains 55064 members 
Mstep: Class 7 contains 21002 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 44990 members 
Mstep: Class 10 contains 143652 members 
Mstep: Class 11 contains 119328 members 
Mstep: Class 12 contains 6001 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 10403 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4096 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6695 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736156.000000 Penalty: 14978.081055
Iteration 238Q: 26 clusters Score -1.573616e+07 nChanged 13
Entering ConstructFrom: 
Score: -15736156.000000 Penalty: 14978.081055
Entering ConstructFrom: 
Trying to split cluster 1 (4434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Entering Unmasked Estep 
Score: -144505.562500 Penalty: 382.066132
	Iteration 0F: 2 clusters Score -144505.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -141450.734375 Penalty: 764.132263
	Iteration 0F: 3 clusters Score -141450.7 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -142627.218750 Penalty: 764.132263
	Iteration 1F: 3 clusters Score -142627.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -142798.031250 Penalty: 764.132263
	Iteration 2F: 3 clusters Score -142798 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -142973.453125 Penalty: 764.132263
	Iteration 3F: 3 clusters Score -142973.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -143150.828125 Penalty: 764.132263
	Iteration 4F: 3 clusters Score -143150.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -143338.234375 Penalty: 764.132263
	Iteration 5F: 3 clusters Score -143338.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -143532.468750 Penalty: 764.132263
	Iteration 6F: 3 clusters Score -143532.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -143737.734375 Penalty: 764.132263
	Iteration 7Q: 3 clusters Score -143737.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -143911.671875 Penalty: 764.132263
	Iteration 8Q: 3 clusters Score -143911.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -144003.609375 Penalty: 764.132263
	Iteration 9Q: 3 clusters Score -144003.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -144042.218750 Penalty: 764.132263
	Iteration 10Q: 3 clusters Score -144042.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -144074.859375 Penalty: 764.132263
	Iteration 11Q: 3 clusters Score -144074.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -144091.906250 Penalty: 764.132263
	Iteration 12Q: 3 clusters Score -144091.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -144098.343750 Penalty: 764.132263
	Iteration 13Q: 3 clusters Score -144098.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -144106.062500 Penalty: 764.132263
	Iteration 14Q: 3 clusters Score -144106.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -144113.031250 Penalty: 764.132263
	Iteration 15Q: 3 clusters Score -144113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -144117.546875 Penalty: 764.132263
	Iteration 16Q: 3 clusters Score -144117.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -144125.406250 Penalty: 764.132263
	Iteration 17Q: 3 clusters Score -144125.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -144127.328125 Penalty: 764.132263
	Iteration 18Q: 3 clusters Score -144127.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -144128.531250 Penalty: 764.132263
	Iteration 19Q: 3 clusters Score -144128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -144130.171875 Penalty: 764.132263
	Iteration 20F: 3 clusters Score -144130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -144132.390625 Penalty: 764.132263
	Iteration 21Q: 3 clusters Score -144132.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -144134.250000 Penalty: 764.132263
	Iteration 22Q: 3 clusters Score -144134.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -144135.953125 Penalty: 764.132263
	Iteration 23Q: 3 clusters Score -144136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -144137.203125 Penalty: 764.132263
	Iteration 24Q: 3 clusters Score -144137.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -144137.734375 Penalty: 764.132263
	Iteration 25Q: 3 clusters Score -144137.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -144139.015625 Penalty: 764.132263
	Iteration 26Q: 3 clusters Score -144139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -144139.640625 Penalty: 764.132263
	Iteration 27Q: 3 clusters Score -144139.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -144139.640625 Penalty: 764.132263
	Iteration 28F: 3 clusters Score -144139.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -29858.673828 Penalty: 310.360382
	Iteration 0F: 2 clusters Score -29858.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -29078.501953 Penalty: 620.720764
	Iteration 0F: 3 clusters Score -29078.5 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -29286.996094 Penalty: 620.720764
	Iteration 1F: 3 clusters Score -29287 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -29322.996094 Penalty: 620.720764
	Iteration 2F: 3 clusters Score -29323 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -29344.767578 Penalty: 620.720764
	Iteration 3Q: 3 clusters Score -29344.77 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -29355.964844 Penalty: 620.720764
	Iteration 4Q: 3 clusters Score -29355.96 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -29365.718750 Penalty: 620.720764
	Iteration 5Q: 3 clusters Score -29365.72 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -29378.009766 Penalty: 620.720764
	Iteration 6Q: 3 clusters Score -29378.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -29390.580078 Penalty: 620.720764
	Iteration 7Q: 3 clusters Score -29390.58 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -29408.187500 Penalty: 620.720764
	Iteration 8Q: 3 clusters Score -29408.19 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -29419.757812 Penalty: 620.720764
	Iteration 9Q: 3 clusters Score -29419.76 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -29433.341797 Penalty: 620.720764
	Iteration 10Q: 3 clusters Score -29433.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -29446.933594 Penalty: 620.720764
	Iteration 11Q: 3 clusters Score -29446.93 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -29457.460938 Penalty: 620.720764
	Iteration 12Q: 3 clusters Score -29457.46 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -29464.402344 Penalty: 620.720764
	Iteration 13Q: 3 clusters Score -29464.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -29471.062500 Penalty: 620.720764
	Iteration 14Q: 3 clusters Score -29471.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -29477.021484 Penalty: 620.720764
	Iteration 15Q: 3 clusters Score -29477.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29479.144531 Penalty: 620.720764
	Iteration 16Q: 3 clusters Score -29479.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -29480.103516 Penalty: 620.720764
	Iteration 17Q: 3 clusters Score -29480.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -29482.265625 Penalty: 620.720764
	Iteration 18Q: 3 clusters Score -29482.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29483.984375 Penalty: 620.720764
	Iteration 19Q: 3 clusters Score -29483.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -29484.164062 Penalty: 620.720764
	Iteration 20F: 3 clusters Score -29484.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29484.189453 Penalty: 620.720764
	Iteration 21Q: 3 clusters Score -29484.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29484.189453 Penalty: 620.720764
	Iteration 22F: 3 clusters Score -29484.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Entering Unmasked Estep 
Score: -118420.671875 Penalty: 377.481506
	Iteration 0F: 2 clusters Score -118420.7 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 2033 members 
Entering Unmasked Estep 
Score: -115720.726562 Penalty: 754.963013
	Iteration 0F: 3 clusters Score -115720.7 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -116758.695312 Penalty: 754.963013
	Iteration 1F: 3 clusters Score -116758.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -116927.335938 Penalty: 754.963013
	Iteration 2F: 3 clusters Score -116927.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -117107.265625 Penalty: 754.963013
	Iteration 3F: 3 clusters Score -117107.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -117297.531250 Penalty: 754.963013
	Iteration 4F: 3 clusters Score -117297.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -117476.679688 Penalty: 754.963013
	Iteration 5F: 3 clusters Score -117476.7 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -117612.210938 Penalty: 754.963013
	Iteration 6Q: 3 clusters Score -117612.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -117698.468750 Penalty: 754.963013
	Iteration 7Q: 3 clusters Score -117698.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -117763.085938 Penalty: 754.963013
	Iteration 8Q: 3 clusters Score -117763.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -117812.664062 Penalty: 754.963013
	Iteration 9Q: 3 clusters Score -117812.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -117855.218750 Penalty: 754.963013
	Iteration 10Q: 3 clusters Score -117855.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -117888.062500 Penalty: 754.963013
	Iteration 11Q: 3 clusters Score -117888.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -117922.343750 Penalty: 754.963013
	Iteration 12Q: 3 clusters Score -117922.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -117953.226562 Penalty: 754.963013
	Iteration 13Q: 3 clusters Score -117953.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -117973.929688 Penalty: 754.963013
	Iteration 14Q: 3 clusters Score -117973.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -117992.296875 Penalty: 754.963013
	Iteration 15Q: 3 clusters Score -117992.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -118001.351562 Penalty: 754.963013
	Iteration 16Q: 3 clusters Score -118001.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -118007.531250 Penalty: 754.963013
	Iteration 17Q: 3 clusters Score -118007.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -118009.765625 Penalty: 754.963013
	Iteration 18Q: 3 clusters Score -118009.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -118011.000000 Penalty: 754.963013
	Iteration 19Q: 3 clusters Score -118011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -118013.359375 Penalty: 754.963013
	Iteration 20F: 3 clusters Score -118013.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -118017.632812 Penalty: 754.963013
	Iteration 21Q: 3 clusters Score -118017.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -118021.273438 Penalty: 754.963013
	Iteration 22Q: 3 clusters Score -118021.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -118027.507812 Penalty: 754.963013
	Iteration 23Q: 3 clusters Score -118027.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -118035.023438 Penalty: 754.963013
	Iteration 24Q: 3 clusters Score -118035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -118047.820312 Penalty: 754.963013
	Iteration 25Q: 3 clusters Score -118047.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -118056.257812 Penalty: 754.963013
	Iteration 26Q: 3 clusters Score -118056.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -118061.984375 Penalty: 754.963013
	Iteration 27Q: 3 clusters Score -118062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -118064.296875 Penalty: 754.963013
	Iteration 28Q: 3 clusters Score -118064.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -118068.453125 Penalty: 754.963013
	Iteration 29Q: 3 clusters Score -118068.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -118072.171875 Penalty: 754.963013
	Iteration 30Q: 3 clusters Score -118072.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -118075.718750 Penalty: 754.963013
	Iteration 31Q: 3 clusters Score -118075.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -118080.195312 Penalty: 754.963013
	Iteration 32Q: 3 clusters Score -118080.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -118082.929688 Penalty: 754.963013
	Iteration 33Q: 3 clusters Score -118082.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -118084.421875 Penalty: 754.963013
	Iteration 34Q: 3 clusters Score -118084.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -118085.062500 Penalty: 754.963013
	Iteration 35Q: 3 clusters Score -118085.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -118085.500000 Penalty: 754.963013
	Iteration 36Q: 3 clusters Score -118085.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -118085.945312 Penalty: 754.963013
	Iteration 37Q: 3 clusters Score -118085.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -118086.476562 Penalty: 754.963013
	Iteration 38Q: 3 clusters Score -118086.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -118086.476562 Penalty: 754.963013
	Iteration 39F: 3 clusters Score -118086.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Entering Unmasked Estep 
Score: -11543.779297 Penalty: 279.755310
	Iteration 0F: 2 clusters Score -11543.78 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -11071.769531 Penalty: 559.510620
	Iteration 0F: 3 clusters Score -11071.77 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -11254.164062 Penalty: 559.510620
	Iteration 1F: 3 clusters Score -11254.16 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -11291.449219 Penalty: 559.510620
	Iteration 2F: 3 clusters Score -11291.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -11324.947266 Penalty: 559.510620
	Iteration 3Q: 3 clusters Score -11324.95 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11343.105469 Penalty: 559.510620
	Iteration 4Q: 3 clusters Score -11343.11 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -11369.565430 Penalty: 559.510620
	Iteration 5Q: 3 clusters Score -11369.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -11385.166992 Penalty: 559.510620
	Iteration 6Q: 3 clusters Score -11385.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11402.423828 Penalty: 559.510620
	Iteration 7Q: 3 clusters Score -11402.42 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11406.321289 Penalty: 559.510620
	Iteration 8Q: 3 clusters Score -11406.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11409.277344 Penalty: 559.510620
	Iteration 9Q: 3 clusters Score -11409.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11413.881836 Penalty: 559.510620
	Iteration 10Q: 3 clusters Score -11413.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11420.544922 Penalty: 559.510620
	Iteration 11Q: 3 clusters Score -11420.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11421.803711 Penalty: 559.510620
	Iteration 12Q: 3 clusters Score -11421.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11422.739258 Penalty: 559.510620
	Iteration 13Q: 3 clusters Score -11422.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11422.739258 Penalty: 559.510620
	Iteration 14F: 3 clusters Score -11422.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Entering Unmasked Estep 
Score: -1323531.500000 Penalty: 483.719849
	Iteration 0F: 2 clusters Score -1323532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -1295769.375000 Penalty: 967.439697
	Iteration 0F: 3 clusters Score -1295769 nChanged 20066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 23059 members 
Entering Unmasked Estep 
Score: -1308146.375000 Penalty: 967.439697
	Iteration 1F: 3 clusters Score -1308146 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -1309686.625000 Penalty: 967.439697
	Iteration 2F: 3 clusters Score -1309687 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -1311546.375000 Penalty: 967.439697
	Iteration 3F: 3 clusters Score -1311546 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -1313401.250000 Penalty: 967.439697
	Iteration 4F: 3 clusters Score -1313401 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -1315165.000000 Penalty: 967.439697
	Iteration 5F: 3 clusters Score -1315165 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 33656 members 
Entering Unmasked Estep 
Score: -1316890.125000 Penalty: 967.439697
	Iteration 6F: 3 clusters Score -1316890 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 35712 members 
Entering Unmasked Estep 
Score: -1318548.000000 Penalty: 967.439697
	Iteration 7F: 3 clusters Score -1318548 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -1320030.500000 Penalty: 967.439697
	Iteration 8Q: 3 clusters Score -1320030 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -1321222.375000 Penalty: 967.439697
	Iteration 9Q: 3 clusters Score -1321222 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -1322076.375000 Penalty: 967.439697
	Iteration 10Q: 3 clusters Score -1322076 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 40356 members 
Entering Unmasked Estep 
Score: -1322643.000000 Penalty: 967.439697
	Iteration 11Q: 3 clusters Score -1322643 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 40624 members 
Entering Unmasked Estep 
Score: -1322934.750000 Penalty: 967.439697
	Iteration 12Q: 3 clusters Score -1322935 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -1323100.750000 Penalty: 967.439697
	Iteration 13Q: 3 clusters Score -1323101 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 40816 members 
Entering Unmasked Estep 
Score: -1323187.500000 Penalty: 967.439697
	Iteration 14Q: 3 clusters Score -1323188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -1323240.250000 Penalty: 967.439697
	Iteration 15Q: 3 clusters Score -1323240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 40870 members 
Entering Unmasked Estep 
Score: -1323260.750000 Penalty: 967.439697
	Iteration 16Q: 3 clusters Score -1323261 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -1323276.500000 Penalty: 967.439697
	Iteration 17Q: 3 clusters Score -1323276 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 40884 members 
Entering Unmasked Estep 
Score: -1323287.000000 Penalty: 967.439697
	Iteration 18Q: 3 clusters Score -1323287 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -1323290.375000 Penalty: 967.439697
	Iteration 19Q: 3 clusters Score -1323290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -1323294.500000 Penalty: 967.439697
	Iteration 20F: 3 clusters Score -1323294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -1323298.875000 Penalty: 967.439697
	Iteration 21Q: 3 clusters Score -1323299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -1323304.750000 Penalty: 967.439697
	Iteration 22Q: 3 clusters Score -1323305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -1323308.000000 Penalty: 967.439697
	Iteration 23Q: 3 clusters Score -1323308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -1323313.500000 Penalty: 967.439697
	Iteration 24Q: 3 clusters Score -1323314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -1323317.625000 Penalty: 967.439697
	Iteration 25Q: 3 clusters Score -1323318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 40892 members 
Entering Unmasked Estep 
Score: -1323317.250000 Penalty: 967.439697
	Iteration 26Q: 3 clusters Score -1323317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -1323320.000000 Penalty: 967.439697
	Iteration 27Q: 3 clusters Score -1323320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 40896 members 
Entering Unmasked Estep 
Score: -1323321.375000 Penalty: 967.439697
	Iteration 28Q: 3 clusters Score -1323321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
Score: -1323323.125000 Penalty: 967.439697
	Iteration 29Q: 3 clusters Score -1323323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -1323322.500000 Penalty: 967.439697
	Iteration 30Q: 3 clusters Score -1323322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -1323323.625000 Penalty: 967.439697
	Iteration 31Q: 3 clusters Score -1323324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -1323325.000000 Penalty: 967.439697
	Iteration 32Q: 3 clusters Score -1323325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -1323325.500000 Penalty: 967.439697
	Iteration 33Q: 3 clusters Score -1323326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 40887 members 
Entering Unmasked Estep 
Score: -1323325.500000 Penalty: 967.439697
	Iteration 34F: 3 clusters Score -1323326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55063 members 
Entering Unmasked Estep 
Score: -1692138.750000 Penalty: 496.688599
	Iteration 0F: 2 clusters Score -1692139 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -1655037.500000 Penalty: 993.377197
	Iteration 0F: 3 clusters Score -1655038 nChanged 26658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -1670145.125000 Penalty: 993.377197
	Iteration 1F: 3 clusters Score -1670145 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 25372 members 
Entering Unmasked Estep 
Score: -1670989.750000 Penalty: 993.377197
	Iteration 2Q: 3 clusters Score -1670990 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -1672281.000000 Penalty: 993.377197
	Iteration 3F: 3 clusters Score -1672281 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -1674497.250000 Penalty: 993.377197
	Iteration 4F: 3 clusters Score -1674497 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36221 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -1677527.125000 Penalty: 993.377197
	Iteration 5F: 3 clusters Score -1677527 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38734 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -1680793.750000 Penalty: 993.377197
	Iteration 6F: 3 clusters Score -1680794 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -1683392.500000 Penalty: 993.377197
	Iteration 7F: 3 clusters Score -1683392 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1684997.125000 Penalty: 993.377197
	Iteration 8Q: 3 clusters Score -1684997 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1685855.625000 Penalty: 993.377197
	Iteration 9Q: 3 clusters Score -1685856 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -1686449.750000 Penalty: 993.377197
	Iteration 10Q: 3 clusters Score -1686450 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1686988.500000 Penalty: 993.377197
	Iteration 11Q: 3 clusters Score -1686988 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -1687538.250000 Penalty: 993.377197
	Iteration 12Q: 3 clusters Score -1687538 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47776 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1688087.375000 Penalty: 993.377197
	Iteration 13Q: 3 clusters Score -1688087 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1688630.250000 Penalty: 993.377197
	Iteration 14Q: 3 clusters Score -1688630 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49667 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -1689126.875000 Penalty: 993.377197
	Iteration 15Q: 3 clusters Score -1689127 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1689570.250000 Penalty: 993.377197
	Iteration 16Q: 3 clusters Score -1689570 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1689995.250000 Penalty: 993.377197
	Iteration 17Q: 3 clusters Score -1689995 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1690389.500000 Penalty: 993.377197
	Iteration 18Q: 3 clusters Score -1690390 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52241 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -1690782.625000 Penalty: 993.377197
	Iteration 19Q: 3 clusters Score -1690783 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52665 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1691108.375000 Penalty: 993.377197
	Iteration 20F: 3 clusters Score -1691108 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52985 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1691328.125000 Penalty: 993.377197
	Iteration 21Q: 3 clusters Score -1691328 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53226 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1691472.250000 Penalty: 993.377197
	Iteration 22Q: 3 clusters Score -1691472 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53398 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -1691575.375000 Penalty: 993.377197
	Iteration 23Q: 3 clusters Score -1691575 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53524 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1691634.250000 Penalty: 993.377197
	Iteration 24Q: 3 clusters Score -1691634 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1691674.250000 Penalty: 993.377197
	Iteration 25Q: 3 clusters Score -1691674 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1691708.750000 Penalty: 993.377197
	Iteration 26Q: 3 clusters Score -1691709 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53769 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1691751.250000 Penalty: 993.377197
	Iteration 27Q: 3 clusters Score -1691751 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53831 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1691777.625000 Penalty: 993.377197
	Iteration 28Q: 3 clusters Score -1691778 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53887 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1691797.125000 Penalty: 993.377197
	Iteration 29Q: 3 clusters Score -1691797 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53932 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -1691815.750000 Penalty: 993.377197
	Iteration 30Q: 3 clusters Score -1691816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53977 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1691830.500000 Penalty: 993.377197
	Iteration 31Q: 3 clusters Score -1691830 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54028 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -1691858.375000 Penalty: 993.377197
	Iteration 32Q: 3 clusters Score -1691858 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54071 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1691879.500000 Penalty: 993.377197
	Iteration 33Q: 3 clusters Score -1691880 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54106 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1691889.625000 Penalty: 993.377197
	Iteration 34Q: 3 clusters Score -1691890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1691901.000000 Penalty: 993.377197
	Iteration 35Q: 3 clusters Score -1691901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54162 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1691908.625000 Penalty: 993.377197
	Iteration 36Q: 3 clusters Score -1691909 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1691915.000000 Penalty: 993.377197
	Iteration 37Q: 3 clusters Score -1691915 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1691920.500000 Penalty: 993.377197
	Iteration 38Q: 3 clusters Score -1691920 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54232 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1691926.000000 Penalty: 993.377197
	Iteration 39Q: 3 clusters Score -1691926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1691930.125000 Penalty: 993.377197
	Iteration 40F: 3 clusters Score -1691930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54249 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1691929.875000 Penalty: 993.377197
	Iteration 41Q: 3 clusters Score -1691930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1691929.250000 Penalty: 993.377197
	Iteration 42Q: 3 clusters Score -1691929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1691931.500000 Penalty: 993.377197
	Iteration 43Q: 3 clusters Score -1691932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1691935.875000 Penalty: 993.377197
	Iteration 44Q: 3 clusters Score -1691936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1691934.500000 Penalty: 993.377197
	Iteration 45Q: 3 clusters Score -1691934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54272 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1691934.750000 Penalty: 993.377197
	Iteration 46Q: 3 clusters Score -1691935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54274 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1691937.250000 Penalty: 993.377197
	Iteration 47Q: 3 clusters Score -1691937 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1691937.250000 Penalty: 993.377197
	Iteration 48Q: 3 clusters Score -1691937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1691936.750000 Penalty: 993.377197
	Iteration 49Q: 3 clusters Score -1691937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1691936.750000 Penalty: 993.377197
	Iteration 50F: 3 clusters Score -1691937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Entering Unmasked Estep 
Score: -706027.937500 Penalty: 452.843811
	Iteration 0F: 2 clusters Score -706027.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -691961.750000 Penalty: 905.687622
	Iteration 0F: 3 clusters Score -691961.8 nChanged 10013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -697944.250000 Penalty: 905.687622
	Iteration 1F: 3 clusters Score -697944.2 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 12712 members 
Entering Unmasked Estep 
Score: -698718.375000 Penalty: 905.687622
	Iteration 2F: 3 clusters Score -698718.4 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -699896.812500 Penalty: 905.687622
	Iteration 3F: 3 clusters Score -699896.8 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -701447.937500 Penalty: 905.687622
	Iteration 4F: 3 clusters Score -701447.9 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -702846.250000 Penalty: 905.687622
	Iteration 5F: 3 clusters Score -702846.2 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -703631.250000 Penalty: 905.687622
	Iteration 6Q: 3 clusters Score -703631.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -704014.062500 Penalty: 905.687622
	Iteration 7Q: 3 clusters Score -704014.1 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -704250.375000 Penalty: 905.687622
	Iteration 8Q: 3 clusters Score -704250.4 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -704460.937500 Penalty: 905.687622
	Iteration 9Q: 3 clusters Score -704460.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -704658.812500 Penalty: 905.687622
	Iteration 10Q: 3 clusters Score -704658.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -704821.750000 Penalty: 905.687622
	Iteration 11Q: 3 clusters Score -704821.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -704964.062500 Penalty: 905.687622
	Iteration 12Q: 3 clusters Score -704964.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -705085.312500 Penalty: 905.687622
	Iteration 13Q: 3 clusters Score -705085.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -705181.500000 Penalty: 905.687622
	Iteration 14Q: 3 clusters Score -705181.5 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -705249.000000 Penalty: 905.687622
	Iteration 15Q: 3 clusters Score -705249 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
Score: -705311.562500 Penalty: 905.687622
	Iteration 16Q: 3 clusters Score -705311.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -705373.687500 Penalty: 905.687622
	Iteration 17Q: 3 clusters Score -705373.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 20191 members 
Entering Unmasked Estep 
Score: -705423.625000 Penalty: 905.687622
	Iteration 18Q: 3 clusters Score -705423.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -705472.937500 Penalty: 905.687622
	Iteration 19Q: 3 clusters Score -705472.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -705526.187500 Penalty: 905.687622
	Iteration 20F: 3 clusters Score -705526.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -705568.937500 Penalty: 905.687622
	Iteration 21Q: 3 clusters Score -705568.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -705603.875000 Penalty: 905.687622
	Iteration 22Q: 3 clusters Score -705603.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -705618.750000 Penalty: 905.687622
	Iteration 23Q: 3 clusters Score -705618.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -705626.625000 Penalty: 905.687622
	Iteration 24Q: 3 clusters Score -705626.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -705633.187500 Penalty: 905.687622
	Iteration 25Q: 3 clusters Score -705633.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -705642.625000 Penalty: 905.687622
	Iteration 26Q: 3 clusters Score -705642.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -705648.625000 Penalty: 905.687622
	Iteration 27Q: 3 clusters Score -705648.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 20603 members 
Entering Unmasked Estep 
Score: -705650.187500 Penalty: 905.687622
	Iteration 28Q: 3 clusters Score -705650.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -705656.187500 Penalty: 905.687622
	Iteration 29Q: 3 clusters Score -705656.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 20619 members 
Entering Unmasked Estep 
Score: -705657.625000 Penalty: 905.687622
	Iteration 30Q: 3 clusters Score -705657.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -705659.187500 Penalty: 905.687622
	Iteration 31Q: 3 clusters Score -705659.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 20631 members 
Entering Unmasked Estep 
Score: -705659.937500 Penalty: 905.687622
	Iteration 32Q: 3 clusters Score -705659.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -705661.000000 Penalty: 905.687622
	Iteration 33Q: 3 clusters Score -705661 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -705664.875000 Penalty: 905.687622
	Iteration 34Q: 3 clusters Score -705664.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -705666.875000 Penalty: 905.687622
	Iteration 35Q: 3 clusters Score -705666.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -705667.812500 Penalty: 905.687622
	Iteration 36Q: 3 clusters Score -705667.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -705668.812500 Penalty: 905.687622
	Iteration 37Q: 3 clusters Score -705668.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -705669.625000 Penalty: 905.687622
	Iteration 38Q: 3 clusters Score -705669.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 20660 members 
Entering Unmasked Estep 
Score: -705671.187500 Penalty: 905.687622
	Iteration 39Q: 3 clusters Score -705671.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -705673.437500 Penalty: 905.687622
	Iteration 40F: 3 clusters Score -705673.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -705675.562500 Penalty: 905.687622
	Iteration 41Q: 3 clusters Score -705675.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -705677.750000 Penalty: 905.687622
	Iteration 42Q: 3 clusters Score -705677.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -705678.375000 Penalty: 905.687622
	Iteration 43Q: 3 clusters Score -705678.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -705678.625000 Penalty: 905.687622
	Iteration 44Q: 3 clusters Score -705678.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -705678.875000 Penalty: 905.687622
	Iteration 45Q: 3 clusters Score -705678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -705680.187500 Penalty: 905.687622
	Iteration 46Q: 3 clusters Score -705680.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -705680.187500 Penalty: 905.687622
	Iteration 47F: 3 clusters Score -705680.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Entering Unmasked Estep 
Score: -71688.320312 Penalty: 353.717682
	Iteration 0F: 2 clusters Score -71688.32 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -70012.500000 Penalty: 707.435364
	Iteration 0F: 3 clusters Score -70012.5 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -70619.781250 Penalty: 707.435364
	Iteration 1F: 3 clusters Score -70619.78 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -70724.781250 Penalty: 707.435364
	Iteration 2F: 3 clusters Score -70724.78 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -70857.390625 Penalty: 707.435364
	Iteration 3F: 3 clusters Score -70857.39 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -71021.171875 Penalty: 707.435364
	Iteration 4F: 3 clusters Score -71021.17 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -71143.085938 Penalty: 707.435364
	Iteration 5F: 3 clusters Score -71143.09 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -71215.601562 Penalty: 707.435364
	Iteration 6F: 3 clusters Score -71215.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -71245.812500 Penalty: 707.435364
	Iteration 7Q: 3 clusters Score -71245.81 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -71265.437500 Penalty: 707.435364
	Iteration 8Q: 3 clusters Score -71265.44 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -71278.531250 Penalty: 707.435364
	Iteration 9Q: 3 clusters Score -71278.53 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -71293.914062 Penalty: 707.435364
	Iteration 10Q: 3 clusters Score -71293.91 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -71316.796875 Penalty: 707.435364
	Iteration 11Q: 3 clusters Score -71316.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -71339.007812 Penalty: 707.435364
	Iteration 12Q: 3 clusters Score -71339.01 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -71363.382812 Penalty: 707.435364
	Iteration 13Q: 3 clusters Score -71363.38 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -71390.875000 Penalty: 707.435364
	Iteration 14Q: 3 clusters Score -71390.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -71410.640625 Penalty: 707.435364
	Iteration 15Q: 3 clusters Score -71410.64 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -71425.640625 Penalty: 707.435364
	Iteration 16Q: 3 clusters Score -71425.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -71440.039062 Penalty: 707.435364
	Iteration 17Q: 3 clusters Score -71440.04 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -71446.578125 Penalty: 707.435364
	Iteration 18Q: 3 clusters Score -71446.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -71451.718750 Penalty: 707.435364
	Iteration 19Q: 3 clusters Score -71451.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -71454.000000 Penalty: 707.435364
	Iteration 20F: 3 clusters Score -71454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -71455.179688 Penalty: 707.435364
	Iteration 21Q: 3 clusters Score -71455.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -71456.125000 Penalty: 707.435364
	Iteration 22Q: 3 clusters Score -71456.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -71458.273438 Penalty: 707.435364
	Iteration 23Q: 3 clusters Score -71458.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -71460.992188 Penalty: 707.435364
	Iteration 24Q: 3 clusters Score -71460.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -71462.843750 Penalty: 707.435364
	Iteration 25Q: 3 clusters Score -71462.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -71465.976562 Penalty: 707.435364
	Iteration 26Q: 3 clusters Score -71465.98 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -71471.421875 Penalty: 707.435364
	Iteration 27Q: 3 clusters Score -71471.42 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -71474.765625 Penalty: 707.435364
	Iteration 28Q: 3 clusters Score -71474.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -71476.796875 Penalty: 707.435364
	Iteration 29Q: 3 clusters Score -71476.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -71478.117188 Penalty: 707.435364
	Iteration 30Q: 3 clusters Score -71478.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -71479.226562 Penalty: 707.435364
	Iteration 31Q: 3 clusters Score -71479.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -71480.484375 Penalty: 707.435364
	Iteration 32Q: 3 clusters Score -71480.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -71480.820312 Penalty: 707.435364
	Iteration 33Q: 3 clusters Score -71480.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -71481.085938 Penalty: 707.435364
	Iteration 34Q: 3 clusters Score -71481.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -71481.445312 Penalty: 707.435364
	Iteration 35Q: 3 clusters Score -71481.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -71481.898438 Penalty: 707.435364
	Iteration 36Q: 3 clusters Score -71481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -71482.039062 Penalty: 707.435364
	Iteration 37Q: 3 clusters Score -71482.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -71482.039062 Penalty: 707.435364
	Iteration 38F: 3 clusters Score -71482.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44985 members 
Entering Unmasked Estep 
Score: -1401329.000000 Penalty: 487.490845
	Iteration 0F: 2 clusters Score -1401329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -1371090.625000 Penalty: 974.981689
	Iteration 0F: 3 clusters Score -1371091 nChanged 21642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -1384894.625000 Penalty: 974.981689
	Iteration 1F: 3 clusters Score -1384895 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -1385863.875000 Penalty: 974.981689
	Iteration 2F: 3 clusters Score -1385864 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
Score: -1386927.375000 Penalty: 974.981689
	Iteration 3F: 3 clusters Score -1386927 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -1388154.875000 Penalty: 974.981689
	Iteration 4F: 3 clusters Score -1388155 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -1389467.375000 Penalty: 974.981689
	Iteration 5F: 3 clusters Score -1389467 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -1390915.125000 Penalty: 974.981689
	Iteration 6F: 3 clusters Score -1390915 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -1392460.000000 Penalty: 974.981689
	Iteration 7F: 3 clusters Score -1392460 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 25115 members 
Entering Unmasked Estep 
Score: -1393560.125000 Penalty: 974.981689
	Iteration 8Q: 3 clusters Score -1393560 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -1394100.500000 Penalty: 974.981689
	Iteration 9Q: 3 clusters Score -1394100 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 25711 members 
Entering Unmasked Estep 
Score: -1394357.750000 Penalty: 974.981689
	Iteration 10Q: 3 clusters Score -1394358 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -1394568.000000 Penalty: 974.981689
	Iteration 11Q: 3 clusters Score -1394568 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 26549 members 
Entering Unmasked Estep 
Score: -1394770.250000 Penalty: 974.981689
	Iteration 12Q: 3 clusters Score -1394770 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 26997 members 
Entering Unmasked Estep 
Score: -1394970.000000 Penalty: 974.981689
	Iteration 13Q: 3 clusters Score -1394970 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -1395168.875000 Penalty: 974.981689
	Iteration 14Q: 3 clusters Score -1395169 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 27954 members 
Entering Unmasked Estep 
Score: -1395330.000000 Penalty: 974.981689
	Iteration 15Q: 3 clusters Score -1395330 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 28416 members 
Entering Unmasked Estep 
Score: -1395476.875000 Penalty: 974.981689
	Iteration 16Q: 3 clusters Score -1395477 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -1395637.375000 Penalty: 974.981689
	Iteration 17Q: 3 clusters Score -1395637 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 29372 members 
Entering Unmasked Estep 
Score: -1395792.000000 Penalty: 974.981689
	Iteration 18Q: 3 clusters Score -1395792 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 29888 members 
Entering Unmasked Estep 
Score: -1395966.250000 Penalty: 974.981689
	Iteration 19Q: 3 clusters Score -1395966 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 30440 members 
Entering Unmasked Estep 
Score: -1396145.875000 Penalty: 974.981689
	Iteration 20F: 3 clusters Score -1396146 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -1396320.125000 Penalty: 974.981689
	Iteration 21Q: 3 clusters Score -1396320 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -1396482.500000 Penalty: 974.981689
	Iteration 22Q: 3 clusters Score -1396482 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -1396685.875000 Penalty: 974.981689
	Iteration 23Q: 3 clusters Score -1396686 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -1396899.625000 Penalty: 974.981689
	Iteration 24Q: 3 clusters Score -1396900 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -1397124.500000 Penalty: 974.981689
	Iteration 25Q: 3 clusters Score -1397124 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -1397359.625000 Penalty: 974.981689
	Iteration 26Q: 3 clusters Score -1397360 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -1397616.000000 Penalty: 974.981689
	Iteration 27Q: 3 clusters Score -1397616 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -1397868.500000 Penalty: 974.981689
	Iteration 28Q: 3 clusters Score -1397868 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -1398094.125000 Penalty: 974.981689
	Iteration 29Q: 3 clusters Score -1398094 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -1398250.125000 Penalty: 974.981689
	Iteration 30Q: 3 clusters Score -1398250 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 36473 members 
Entering Unmasked Estep 
Score: -1398394.000000 Penalty: 974.981689
	Iteration 31Q: 3 clusters Score -1398394 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -1398519.125000 Penalty: 974.981689
	Iteration 32Q: 3 clusters Score -1398519 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -1398633.375000 Penalty: 974.981689
	Iteration 33Q: 3 clusters Score -1398633 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -1398734.000000 Penalty: 974.981689
	Iteration 34Q: 3 clusters Score -1398734 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -1398827.125000 Penalty: 974.981689
	Iteration 35Q: 3 clusters Score -1398827 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -1398916.875000 Penalty: 974.981689
	Iteration 36Q: 3 clusters Score -1398917 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -1399017.625000 Penalty: 974.981689
	Iteration 37Q: 3 clusters Score -1399018 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 39218 members 
Entering Unmasked Estep 
Score: -1399105.250000 Penalty: 974.981689
	Iteration 38Q: 3 clusters Score -1399105 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 39572 members 
Entering Unmasked Estep 
Score: -1399199.750000 Penalty: 974.981689
	Iteration 39Q: 3 clusters Score -1399200 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -1399306.375000 Penalty: 974.981689
	Iteration 40F: 3 clusters Score -1399306 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -1399436.875000 Penalty: 974.981689
	Iteration 41Q: 3 clusters Score -1399437 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -1399576.750000 Penalty: 974.981689
	Iteration 42Q: 3 clusters Score -1399577 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -1399686.250000 Penalty: 974.981689
	Iteration 43Q: 3 clusters Score -1399686 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -1399786.875000 Penalty: 974.981689
	Iteration 44Q: 3 clusters Score -1399787 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -1399911.750000 Penalty: 974.981689
	Iteration 45Q: 3 clusters Score -1399912 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 42062 members 
Entering Unmasked Estep 
Score: -1400034.250000 Penalty: 974.981689
	Iteration 46Q: 3 clusters Score -1400034 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 42369 members 
Entering Unmasked Estep 
Score: -1400134.625000 Penalty: 974.981689
	Iteration 47Q: 3 clusters Score -1400135 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 42664 members 
Entering Unmasked Estep 
Score: -1400229.500000 Penalty: 974.981689
	Iteration 48Q: 3 clusters Score -1400230 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 42903 members 
Entering Unmasked Estep 
Score: -1400305.125000 Penalty: 974.981689
	Iteration 49Q: 3 clusters Score -1400305 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 43134 members 
Entering Unmasked Estep 
Score: -1400374.125000 Penalty: 974.981689
	Iteration 50Q: 3 clusters Score -1400374 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 43355 members 
Entering Unmasked Estep 
Score: -1400468.750000 Penalty: 974.981689
	Iteration 51Q: 3 clusters Score -1400469 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -1400543.375000 Penalty: 974.981689
	Iteration 52Q: 3 clusters Score -1400543 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 43729 members 
Entering Unmasked Estep 
Score: -1400610.250000 Penalty: 974.981689
	Iteration 53Q: 3 clusters Score -1400610 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -1400659.625000 Penalty: 974.981689
	Iteration 54Q: 3 clusters Score -1400660 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -1400702.375000 Penalty: 974.981689
	Iteration 55Q: 3 clusters Score -1400702 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -1400727.500000 Penalty: 974.981689
	Iteration 56Q: 3 clusters Score -1400728 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 44172 members 
Entering Unmasked Estep 
Score: -1400759.250000 Penalty: 974.981689
	Iteration 57Q: 3 clusters Score -1400759 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -1400797.250000 Penalty: 974.981689
	Iteration 58Q: 3 clusters Score -1400797 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -1400832.875000 Penalty: 974.981689
	Iteration 59Q: 3 clusters Score -1400833 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -1400851.875000 Penalty: 974.981689
	Iteration 60F: 3 clusters Score -1400852 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -1400870.125000 Penalty: 974.981689
	Iteration 61Q: 3 clusters Score -1400870 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 44459 members 
Entering Unmasked Estep 
Score: -1400900.500000 Penalty: 974.981689
	Iteration 62Q: 3 clusters Score -1400900 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -1400911.375000 Penalty: 974.981689
	Iteration 63Q: 3 clusters Score -1400911 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -1400917.875000 Penalty: 974.981689
	Iteration 64Q: 3 clusters Score -1400918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -1400921.750000 Penalty: 974.981689
	Iteration 65Q: 3 clusters Score -1400922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -1400923.875000 Penalty: 974.981689
	Iteration 66Q: 3 clusters Score -1400924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 44571 members 
Entering Unmasked Estep 
Score: -1400928.125000 Penalty: 974.981689
	Iteration 67Q: 3 clusters Score -1400928 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -1400935.750000 Penalty: 974.981689
	Iteration 68Q: 3 clusters Score -1400936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -1400942.875000 Penalty: 974.981689
	Iteration 69Q: 3 clusters Score -1400943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -1400945.625000 Penalty: 974.981689
	Iteration 70Q: 3 clusters Score -1400946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -1400946.625000 Penalty: 974.981689
	Iteration 71Q: 3 clusters Score -1400947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -1400949.125000 Penalty: 974.981689
	Iteration 72Q: 3 clusters Score -1400949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 44619 members 
Entering Unmasked Estep 
Score: -1400953.000000 Penalty: 974.981689
	Iteration 73Q: 3 clusters Score -1400953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -1400956.250000 Penalty: 974.981689
	Iteration 74Q: 3 clusters Score -1400956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -1400957.250000 Penalty: 974.981689
	Iteration 75Q: 3 clusters Score -1400957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -1400956.750000 Penalty: 974.981689
	Iteration 76Q: 3 clusters Score -1400957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -1400956.500000 Penalty: 974.981689
	Iteration 77Q: 3 clusters Score -1400956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -1400956.500000 Penalty: 974.981689
	Iteration 78F: 3 clusters Score -1400956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143652 members 
Entering Unmasked Estep 
Score: -4788553.000000 Penalty: 540.319275
	Iteration 0F: 2 clusters Score -4788553 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72136 members 
Mstep: Class 2 contains 71516 members 
Entering Unmasked Estep 
Score: -4690980.000000 Penalty: 1080.638550
	Iteration 0F: 3 clusters Score -4690980 nChanged 70589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 63957 members 
Entering Unmasked Estep 
Score: -4734854.000000 Penalty: 1080.638550
	Iteration 1F: 3 clusters Score -4734854 nChanged 7573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83074 members 
Mstep: Class 2 contains 60578 members 
Entering Unmasked Estep 
Score: -4738858.500000 Penalty: 1080.638550
	Iteration 2F: 3 clusters Score -4738858 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87809 members 
Mstep: Class 2 contains 55843 members 
Entering Unmasked Estep 
Score: -4744733.500000 Penalty: 1080.638550
	Iteration 3F: 3 clusters Score -4744734 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94209 members 
Mstep: Class 2 contains 49443 members 
Entering Unmasked Estep 
Score: -4752021.000000 Penalty: 1080.638550
	Iteration 4F: 3 clusters Score -4752021 nChanged 9248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101613 members 
Mstep: Class 2 contains 42039 members 
Entering Unmasked Estep 
Score: -4759298.000000 Penalty: 1080.638550
	Iteration 5F: 3 clusters Score -4759298 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109197 members 
Mstep: Class 2 contains 34455 members 
Entering Unmasked Estep 
Score: -4765813.000000 Penalty: 1080.638550
	Iteration 6F: 3 clusters Score -4765813 nChanged 7366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116259 members 
Mstep: Class 2 contains 27393 members 
Entering Unmasked Estep 
Score: -4771187.000000 Penalty: 1080.638550
	Iteration 7F: 3 clusters Score -4771187 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122572 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -4775634.000000 Penalty: 1080.638550
	Iteration 8Q: 3 clusters Score -4775634 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128030 members 
Mstep: Class 2 contains 15622 members 
Entering Unmasked Estep 
Score: -4779319.500000 Penalty: 1080.638550
	Iteration 9Q: 3 clusters Score -4779320 nChanged 4488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132516 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -4782294.500000 Penalty: 1080.638550
	Iteration 10Q: 3 clusters Score -4782294 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135848 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -4784367.500000 Penalty: 1080.638550
	Iteration 11Q: 3 clusters Score -4784368 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138226 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -4785691.500000 Penalty: 1080.638550
	Iteration 12Q: 3 clusters Score -4785692 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139868 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -4786632.000000 Penalty: 1080.638550
	Iteration 13Q: 3 clusters Score -4786632 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140965 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4787209.000000 Penalty: 1080.638550
	Iteration 14Q: 3 clusters Score -4787209 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141687 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -4787551.500000 Penalty: 1080.638550
	Iteration 15Q: 3 clusters Score -4787552 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142140 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4787753.500000 Penalty: 1080.638550
	Iteration 16Q: 3 clusters Score -4787754 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142444 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4787875.000000 Penalty: 1080.638550
	Iteration 17Q: 3 clusters Score -4787875 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142637 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -4787944.500000 Penalty: 1080.638550
	Iteration 18Q: 3 clusters Score -4787944 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142785 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -4787990.500000 Penalty: 1080.638550
	Iteration 19Q: 3 clusters Score -4787990 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142882 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4788032.500000 Penalty: 1080.638550
	Iteration 20F: 3 clusters Score -4788032 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142943 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -4788051.500000 Penalty: 1080.638550
	Iteration 21Q: 3 clusters Score -4788052 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142992 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -4788072.500000 Penalty: 1080.638550
	Iteration 22Q: 3 clusters Score -4788072 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143035 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -4788092.500000 Penalty: 1080.638550
	Iteration 23Q: 3 clusters Score -4788092 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143073 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -4788107.500000 Penalty: 1080.638550
	Iteration 24Q: 3 clusters Score -4788108 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143099 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4788116.500000 Penalty: 1080.638550
	Iteration 25Q: 3 clusters Score -4788116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143111 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4788122.500000 Penalty: 1080.638550
	Iteration 26Q: 3 clusters Score -4788122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143119 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -4788120.500000 Penalty: 1080.638550
	Iteration 27Q: 3 clusters Score -4788120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143131 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -4788125.000000 Penalty: 1080.638550
	Iteration 28Q: 3 clusters Score -4788125 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143138 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4788129.500000 Penalty: 1080.638550
	Iteration 29Q: 3 clusters Score -4788130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143150 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4788128.000000 Penalty: 1080.638550
	Iteration 30Q: 3 clusters Score -4788128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143158 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4788128.500000 Penalty: 1080.638550
	Iteration 31Q: 3 clusters Score -4788128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143163 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4788136.500000 Penalty: 1080.638550
	Iteration 32Q: 3 clusters Score -4788136 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143163 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -4788135.000000 Penalty: 1080.638550
	Iteration 33Q: 3 clusters Score -4788135 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143170 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4788139.500000 Penalty: 1080.638550
	Iteration 34Q: 3 clusters Score -4788140 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143175 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4788142.000000 Penalty: 1080.638550
	Iteration 35Q: 3 clusters Score -4788142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143186 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -4788146.000000 Penalty: 1080.638550
	Iteration 36Q: 3 clusters Score -4788146 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143188 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4788152.000000 Penalty: 1080.638550
	Iteration 37Q: 3 clusters Score -4788152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143193 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4788152.500000 Penalty: 1080.638550
	Iteration 38Q: 3 clusters Score -4788152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143199 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4788154.000000 Penalty: 1080.638550
	Iteration 39Q: 3 clusters Score -4788154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143197 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4788154.000000 Penalty: 1080.638550
	Iteration 40F: 3 clusters Score -4788154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143196 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4788153.000000 Penalty: 1080.638550
	Iteration 41Q: 3 clusters Score -4788153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143196 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -4788151.500000 Penalty: 1080.638550
	Iteration 42Q: 3 clusters Score -4788152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143197 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4788156.000000 Penalty: 1080.638550
	Iteration 43Q: 3 clusters Score -4788156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143198 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4788154.000000 Penalty: 1080.638550
	Iteration 44Q: 3 clusters Score -4788154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143198 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -4788158.500000 Penalty: 1080.638550
	Iteration 45Q: 3 clusters Score -4788158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143199 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4788160.000000 Penalty: 1080.638550
	Iteration 46Q: 3 clusters Score -4788160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143201 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4788161.500000 Penalty: 1080.638550
	Iteration 47Q: 3 clusters Score -4788162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143208 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -4788162.000000 Penalty: 1080.638550
	Iteration 48Q: 3 clusters Score -4788162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143219 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -4788164.500000 Penalty: 1080.638550
	Iteration 49Q: 3 clusters Score -4788164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143222 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -4788172.000000 Penalty: 1080.638550
	Iteration 50Q: 3 clusters Score -4788172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143225 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -4788173.000000 Penalty: 1080.638550
	Iteration 51Q: 3 clusters Score -4788173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143226 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -4788172.000000 Penalty: 1080.638550
	Iteration 52Q: 3 clusters Score -4788172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143227 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -4788173.000000 Penalty: 1080.638550
	Iteration 53Q: 3 clusters Score -4788173 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143228 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4788172.000000 Penalty: 1080.638550
	Iteration 54Q: 3 clusters Score -4788172 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143229 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4788173.000000 Penalty: 1080.638550
	Iteration 55Q: 3 clusters Score -4788173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143229 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -4788173.000000 Penalty: 1080.638550
	Iteration 56F: 3 clusters Score -4788173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (119322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119322 members 
Entering Unmasked Estep 
Score: -3931239.750000 Penalty: 531.875916
	Iteration 0F: 2 clusters Score -3931240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 59630 members 
Entering Unmasked Estep 
Score: -3850441.000000 Penalty: 1063.751831
	Iteration 0F: 3 clusters Score -3850441 nChanged 58417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59901 members 
Mstep: Class 2 contains 59421 members 
Entering Unmasked Estep 
Score: -3887031.250000 Penalty: 1063.751831
	Iteration 1F: 3 clusters Score -3887031 nChanged 5975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 59898 members 
Entering Unmasked Estep 
Score: -3889999.000000 Penalty: 1063.751831
	Iteration 2F: 3 clusters Score -3889999 nChanged 7139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59009 members 
Mstep: Class 2 contains 60313 members 
Entering Unmasked Estep 
Score: -3894253.000000 Penalty: 1063.751831
	Iteration 3F: 3 clusters Score -3894253 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59059 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -3899543.500000 Penalty: 1063.751831
	Iteration 4F: 3 clusters Score -3899544 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -3904778.750000 Penalty: 1063.751831
	Iteration 5F: 3 clusters Score -3904779 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60462 members 
Mstep: Class 2 contains 58860 members 
Entering Unmasked Estep 
Score: -3908467.500000 Penalty: 1063.751831
	Iteration 6F: 3 clusters Score -3908468 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61491 members 
Mstep: Class 2 contains 57831 members 
Entering Unmasked Estep 
Score: -3910315.250000 Penalty: 1063.751831
	Iteration 7Q: 3 clusters Score -3910315 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62504 members 
Mstep: Class 2 contains 56818 members 
Entering Unmasked Estep 
Score: -3911148.500000 Penalty: 1063.751831
	Iteration 8Q: 3 clusters Score -3911148 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63414 members 
Mstep: Class 2 contains 55908 members 
Entering Unmasked Estep 
Score: -3911533.250000 Penalty: 1063.751831
	Iteration 9Q: 3 clusters Score -3911533 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 55063 members 
Entering Unmasked Estep 
Score: -3911748.000000 Penalty: 1063.751831
	Iteration 10Q: 3 clusters Score -3911748 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65078 members 
Mstep: Class 2 contains 54244 members 
Entering Unmasked Estep 
Score: -3911899.750000 Penalty: 1063.751831
	Iteration 11Q: 3 clusters Score -3911900 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65907 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -3912040.250000 Penalty: 1063.751831
	Iteration 12Q: 3 clusters Score -3912040 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66770 members 
Mstep: Class 2 contains 52552 members 
Entering Unmasked Estep 
Score: -3912174.750000 Penalty: 1063.751831
	Iteration 13Q: 3 clusters Score -3912175 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67740 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -3912300.000000 Penalty: 1063.751831
	Iteration 14Q: 3 clusters Score -3912300 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68795 members 
Mstep: Class 2 contains 50527 members 
Entering Unmasked Estep 
Score: -3912435.250000 Penalty: 1063.751831
	Iteration 15Q: 3 clusters Score -3912435 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69961 members 
Mstep: Class 2 contains 49361 members 
Entering Unmasked Estep 
Score: -3912631.000000 Penalty: 1063.751831
	Iteration 16Q: 3 clusters Score -3912631 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71242 members 
Mstep: Class 2 contains 48080 members 
Entering Unmasked Estep 
Score: -3912874.250000 Penalty: 1063.751831
	Iteration 17Q: 3 clusters Score -3912874 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72634 members 
Mstep: Class 2 contains 46688 members 
Entering Unmasked Estep 
Score: -3913167.000000 Penalty: 1063.751831
	Iteration 18Q: 3 clusters Score -3913167 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74213 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -3913504.500000 Penalty: 1063.751831
	Iteration 19Q: 3 clusters Score -3913504 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75970 members 
Mstep: Class 2 contains 43352 members 
Entering Unmasked Estep 
Score: -3913924.750000 Penalty: 1063.751831
	Iteration 20F: 3 clusters Score -3913925 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 41501 members 
Entering Unmasked Estep 
Score: -3914409.750000 Penalty: 1063.751831
	Iteration 21Q: 3 clusters Score -3914410 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79724 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -3914915.250000 Penalty: 1063.751831
	Iteration 22Q: 3 clusters Score -3914915 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81760 members 
Mstep: Class 2 contains 37562 members 
Entering Unmasked Estep 
Score: -3915480.000000 Penalty: 1063.751831
	Iteration 23Q: 3 clusters Score -3915480 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83828 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -3916064.250000 Penalty: 1063.751831
	Iteration 24Q: 3 clusters Score -3916064 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85956 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -3916711.750000 Penalty: 1063.751831
	Iteration 25Q: 3 clusters Score -3916712 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88216 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -3917435.000000 Penalty: 1063.751831
	Iteration 26Q: 3 clusters Score -3917435 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90644 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -3918304.500000 Penalty: 1063.751831
	Iteration 27Q: 3 clusters Score -3918304 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3919212.000000 Penalty: 1063.751831
	Iteration 28Q: 3 clusters Score -3919212 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95649 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -3920204.750000 Penalty: 1063.751831
	Iteration 29Q: 3 clusters Score -3920205 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98112 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -3921235.500000 Penalty: 1063.751831
	Iteration 30Q: 3 clusters Score -3921236 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100574 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -3922347.250000 Penalty: 1063.751831
	Iteration 31Q: 3 clusters Score -3922347 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102865 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -3923376.500000 Penalty: 1063.751831
	Iteration 32Q: 3 clusters Score -3923376 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105017 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -3924403.500000 Penalty: 1063.751831
	Iteration 33Q: 3 clusters Score -3924404 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106977 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3925369.500000 Penalty: 1063.751831
	Iteration 34Q: 3 clusters Score -3925370 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108718 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -3926224.750000 Penalty: 1063.751831
	Iteration 35Q: 3 clusters Score -3926225 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110252 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -3926993.000000 Penalty: 1063.751831
	Iteration 36Q: 3 clusters Score -3926993 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111609 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -3927634.250000 Penalty: 1063.751831
	Iteration 37Q: 3 clusters Score -3927634 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112753 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -3928167.750000 Penalty: 1063.751831
	Iteration 38Q: 3 clusters Score -3928168 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113768 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -3928647.500000 Penalty: 1063.751831
	Iteration 39Q: 3 clusters Score -3928648 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114605 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -3929038.750000 Penalty: 1063.751831
	Iteration 40F: 3 clusters Score -3929039 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115350 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3929381.000000 Penalty: 1063.751831
	Iteration 41Q: 3 clusters Score -3929381 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115971 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -3929614.000000 Penalty: 1063.751831
	Iteration 42Q: 3 clusters Score -3929614 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116506 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3929860.000000 Penalty: 1063.751831
	Iteration 43Q: 3 clusters Score -3929860 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116938 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3930021.500000 Penalty: 1063.751831
	Iteration 44Q: 3 clusters Score -3930022 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117286 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3930159.250000 Penalty: 1063.751831
	Iteration 45Q: 3 clusters Score -3930159 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117566 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3930283.750000 Penalty: 1063.751831
	Iteration 46Q: 3 clusters Score -3930284 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117800 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -3930381.250000 Penalty: 1063.751831
	Iteration 47Q: 3 clusters Score -3930381 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118008 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -3930453.750000 Penalty: 1063.751831
	Iteration 48Q: 3 clusters Score -3930454 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118168 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -3930509.250000 Penalty: 1063.751831
	Iteration 49Q: 3 clusters Score -3930509 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118306 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3930579.750000 Penalty: 1063.751831
	Iteration 50Q: 3 clusters Score -3930580 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118412 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -3930623.750000 Penalty: 1063.751831
	Iteration 51Q: 3 clusters Score -3930624 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118518 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3930670.500000 Penalty: 1063.751831
	Iteration 52Q: 3 clusters Score -3930670 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118606 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3930709.000000 Penalty: 1063.751831
	Iteration 53Q: 3 clusters Score -3930709 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118666 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3930732.000000 Penalty: 1063.751831
	Iteration 54Q: 3 clusters Score -3930732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118709 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3930758.250000 Penalty: 1063.751831
	Iteration 55Q: 3 clusters Score -3930758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118744 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3930761.000000 Penalty: 1063.751831
	Iteration 56Q: 3 clusters Score -3930761 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118774 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3930769.250000 Penalty: 1063.751831
	Iteration 57Q: 3 clusters Score -3930769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118791 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3930772.750000 Penalty: 1063.751831
	Iteration 58Q: 3 clusters Score -3930773 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118807 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -3930778.000000 Penalty: 1063.751831
	Iteration 59Q: 3 clusters Score -3930778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118819 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -3930779.250000 Penalty: 1063.751831
	Iteration 60F: 3 clusters Score -3930779 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118829 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -3930782.250000 Penalty: 1063.751831
	Iteration 61Q: 3 clusters Score -3930782 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118852 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -3930790.500000 Penalty: 1063.751831
	Iteration 62Q: 3 clusters Score -3930790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118874 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3930791.750000 Penalty: 1063.751831
	Iteration 63Q: 3 clusters Score -3930792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118890 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3930799.000000 Penalty: 1063.751831
	Iteration 64Q: 3 clusters Score -3930799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118899 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3930800.250000 Penalty: 1063.751831
	Iteration 65Q: 3 clusters Score -3930800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118906 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3930798.750000 Penalty: 1063.751831
	Iteration 66Q: 3 clusters Score -3930799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118913 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3930800.500000 Penalty: 1063.751831
	Iteration 67Q: 3 clusters Score -3930800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118916 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -3930798.750000 Penalty: 1063.751831
	Iteration 68Q: 3 clusters Score -3930799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118917 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3930800.500000 Penalty: 1063.751831
	Iteration 69Q: 3 clusters Score -3930800 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118917 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -3930800.500000 Penalty: 1063.751831
	Iteration 70F: 3 clusters Score -3930800 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Entering Unmasked Estep 
Score: -179508.875000 Penalty: 395.843079
	Iteration 0F: 2 clusters Score -179508.9 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 3011 members 
Entering Unmasked Estep 
Score: -175414.546875 Penalty: 791.686157
	Iteration 0F: 3 clusters Score -175414.5 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -177000.937500 Penalty: 791.686157
	Iteration 1F: 3 clusters Score -177000.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -177219.828125 Penalty: 791.686157
	Iteration 2F: 3 clusters Score -177219.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -177512.218750 Penalty: 791.686157
	Iteration 3F: 3 clusters Score -177512.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -177864.000000 Penalty: 791.686157
	Iteration 4F: 3 clusters Score -177864 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -178209.656250 Penalty: 791.686157
	Iteration 5F: 3 clusters Score -178209.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -178485.640625 Penalty: 791.686157
	Iteration 6F: 3 clusters Score -178485.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -178638.531250 Penalty: 791.686157
	Iteration 7F: 3 clusters Score -178638.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -178711.062500 Penalty: 791.686157
	Iteration 8Q: 3 clusters Score -178711.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -178752.453125 Penalty: 791.686157
	Iteration 9Q: 3 clusters Score -178752.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -178777.625000 Penalty: 791.686157
	Iteration 10Q: 3 clusters Score -178777.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -178799.812500 Penalty: 791.686157
	Iteration 11Q: 3 clusters Score -178799.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -178818.625000 Penalty: 791.686157
	Iteration 12Q: 3 clusters Score -178818.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -178837.046875 Penalty: 791.686157
	Iteration 13Q: 3 clusters Score -178837 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -178852.125000 Penalty: 791.686157
	Iteration 14Q: 3 clusters Score -178852.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -178861.828125 Penalty: 791.686157
	Iteration 15Q: 3 clusters Score -178861.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -178872.265625 Penalty: 791.686157
	Iteration 16Q: 3 clusters Score -178872.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -178880.921875 Penalty: 791.686157
	Iteration 17Q: 3 clusters Score -178880.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -178889.531250 Penalty: 791.686157
	Iteration 18Q: 3 clusters Score -178889.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -178901.250000 Penalty: 791.686157
	Iteration 19Q: 3 clusters Score -178901.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -178913.468750 Penalty: 791.686157
	Iteration 20F: 3 clusters Score -178913.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -178928.984375 Penalty: 791.686157
	Iteration 21Q: 3 clusters Score -178929 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -178949.281250 Penalty: 791.686157
	Iteration 22Q: 3 clusters Score -178949.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -178977.640625 Penalty: 791.686157
	Iteration 23Q: 3 clusters Score -178977.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -179005.562500 Penalty: 791.686157
	Iteration 24Q: 3 clusters Score -179005.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -179040.375000 Penalty: 791.686157
	Iteration 25Q: 3 clusters Score -179040.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -179072.062500 Penalty: 791.686157
	Iteration 26Q: 3 clusters Score -179072.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -179106.703125 Penalty: 791.686157
	Iteration 27Q: 3 clusters Score -179106.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -179138.687500 Penalty: 791.686157
	Iteration 28Q: 3 clusters Score -179138.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -179173.468750 Penalty: 791.686157
	Iteration 29Q: 3 clusters Score -179173.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -179220.734375 Penalty: 791.686157
	Iteration 30Q: 3 clusters Score -179220.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -179256.375000 Penalty: 791.686157
	Iteration 31Q: 3 clusters Score -179256.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -179289.281250 Penalty: 791.686157
	Iteration 32Q: 3 clusters Score -179289.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -179315.093750 Penalty: 791.686157
	Iteration 33Q: 3 clusters Score -179315.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -179328.484375 Penalty: 791.686157
	Iteration 34Q: 3 clusters Score -179328.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -179340.328125 Penalty: 791.686157
	Iteration 35Q: 3 clusters Score -179340.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -179350.828125 Penalty: 791.686157
	Iteration 36Q: 3 clusters Score -179350.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -179358.562500 Penalty: 791.686157
	Iteration 37Q: 3 clusters Score -179358.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -179364.625000 Penalty: 791.686157
	Iteration 38Q: 3 clusters Score -179364.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -179369.500000 Penalty: 791.686157
	Iteration 39Q: 3 clusters Score -179369.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -179370.828125 Penalty: 791.686157
	Iteration 40F: 3 clusters Score -179370.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -179371.046875 Penalty: 791.686157
	Iteration 41Q: 3 clusters Score -179371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -179371.359375 Penalty: 791.686157
	Iteration 42Q: 3 clusters Score -179371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -179371.187500 Penalty: 791.686157
	Iteration 43Q: 3 clusters Score -179371.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -179371.187500 Penalty: 791.686157
	Iteration 44F: 3 clusters Score -179371.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Entering Unmasked Estep 
Score: -104977.718750 Penalty: 370.224915
	Iteration 0F: 2 clusters Score -104977.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -102602.109375 Penalty: 740.449829
	Iteration 0F: 3 clusters Score -102602.1 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -103361.273438 Penalty: 740.449829
	Iteration 1F: 3 clusters Score -103361.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -103432.703125 Penalty: 740.449829
	Iteration 2F: 3 clusters Score -103432.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -103511.023438 Penalty: 740.449829
	Iteration 3Q: 3 clusters Score -103511 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -103593.320312 Penalty: 740.449829
	Iteration 4Q: 3 clusters Score -103593.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -103682.843750 Penalty: 740.449829
	Iteration 5Q: 3 clusters Score -103682.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -103801.890625 Penalty: 740.449829
	Iteration 6Q: 3 clusters Score -103801.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -103951.546875 Penalty: 740.449829
	Iteration 7F: 3 clusters Score -103951.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -104116.664062 Penalty: 740.449829
	Iteration 8F: 3 clusters Score -104116.7 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -104256.781250 Penalty: 740.449829
	Iteration 9F: 3 clusters Score -104256.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -104322.492188 Penalty: 740.449829
	Iteration 10Q: 3 clusters Score -104322.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -104354.031250 Penalty: 740.449829
	Iteration 11Q: 3 clusters Score -104354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -104374.984375 Penalty: 740.449829
	Iteration 12Q: 3 clusters Score -104375 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -104396.343750 Penalty: 740.449829
	Iteration 13Q: 3 clusters Score -104396.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -104419.156250 Penalty: 740.449829
	Iteration 14Q: 3 clusters Score -104419.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -104440.093750 Penalty: 740.449829
	Iteration 15Q: 3 clusters Score -104440.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -104454.476562 Penalty: 740.449829
	Iteration 16Q: 3 clusters Score -104454.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -104470.671875 Penalty: 740.449829
	Iteration 17Q: 3 clusters Score -104470.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -104489.031250 Penalty: 740.449829
	Iteration 18Q: 3 clusters Score -104489 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -104516.828125 Penalty: 740.449829
	Iteration 19Q: 3 clusters Score -104516.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -104539.960938 Penalty: 740.449829
	Iteration 20F: 3 clusters Score -104540 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -104553.406250 Penalty: 740.449829
	Iteration 21Q: 3 clusters Score -104553.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -104570.140625 Penalty: 740.449829
	Iteration 22Q: 3 clusters Score -104570.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -104592.156250 Penalty: 740.449829
	Iteration 23Q: 3 clusters Score -104592.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -104617.921875 Penalty: 740.449829
	Iteration 24Q: 3 clusters Score -104617.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -104638.156250 Penalty: 740.449829
	Iteration 25Q: 3 clusters Score -104638.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -104654.585938 Penalty: 740.449829
	Iteration 26Q: 3 clusters Score -104654.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -104674.250000 Penalty: 740.449829
	Iteration 27Q: 3 clusters Score -104674.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -104691.781250 Penalty: 740.449829
	Iteration 28Q: 3 clusters Score -104691.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -104707.476562 Penalty: 740.449829
	Iteration 29Q: 3 clusters Score -104707.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -104725.093750 Penalty: 740.449829
	Iteration 30Q: 3 clusters Score -104725.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -104736.468750 Penalty: 740.449829
	Iteration 31Q: 3 clusters Score -104736.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -104745.578125 Penalty: 740.449829
	Iteration 32Q: 3 clusters Score -104745.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -104751.882812 Penalty: 740.449829
	Iteration 33Q: 3 clusters Score -104751.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -104756.640625 Penalty: 740.449829
	Iteration 34Q: 3 clusters Score -104756.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -104759.929688 Penalty: 740.449829
	Iteration 35Q: 3 clusters Score -104759.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -104762.992188 Penalty: 740.449829
	Iteration 36Q: 3 clusters Score -104763 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -104766.515625 Penalty: 740.449829
	Iteration 37Q: 3 clusters Score -104766.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -104768.203125 Penalty: 740.449829
	Iteration 38Q: 3 clusters Score -104768.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -104771.210938 Penalty: 740.449829
	Iteration 39Q: 3 clusters Score -104771.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -104774.914062 Penalty: 740.449829
	Iteration 40F: 3 clusters Score -104774.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -104777.359375 Penalty: 740.449829
	Iteration 41Q: 3 clusters Score -104777.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -104778.156250 Penalty: 740.449829
	Iteration 42Q: 3 clusters Score -104778.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -104779.859375 Penalty: 740.449829
	Iteration 43Q: 3 clusters Score -104779.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -104780.757812 Penalty: 740.449829
	Iteration 44Q: 3 clusters Score -104780.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -104780.953125 Penalty: 740.449829
	Iteration 45Q: 3 clusters Score -104781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -104781.515625 Penalty: 740.449829
	Iteration 46Q: 3 clusters Score -104781.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -104782.023438 Penalty: 740.449829
	Iteration 47Q: 3 clusters Score -104782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -104782.984375 Penalty: 740.449829
	Iteration 48Q: 3 clusters Score -104783 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -104783.140625 Penalty: 740.449829
	Iteration 49Q: 3 clusters Score -104783.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104783.320312 Penalty: 740.449829
	Iteration 50Q: 3 clusters Score -104783.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -104783.320312 Penalty: 740.449829
	Iteration 51F: 3 clusters Score -104783.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Entering Unmasked Estep 
Score: -148040.078125 Penalty: 388.048065
	Iteration 0F: 2 clusters Score -148040.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -144692.562500 Penalty: 776.096130
	Iteration 0F: 3 clusters Score -144692.6 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -146109.796875 Penalty: 776.096130
	Iteration 1F: 3 clusters Score -146109.8 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -146283.390625 Penalty: 776.096130
	Iteration 2F: 3 clusters Score -146283.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -146452.546875 Penalty: 776.096130
	Iteration 3F: 3 clusters Score -146452.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -146636.343750 Penalty: 776.096130
	Iteration 4F: 3 clusters Score -146636.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -146804.750000 Penalty: 776.096130
	Iteration 5F: 3 clusters Score -146804.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -146943.687500 Penalty: 776.096130
	Iteration 6Q: 3 clusters Score -146943.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -147064.406250 Penalty: 776.096130
	Iteration 7Q: 3 clusters Score -147064.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -147173.156250 Penalty: 776.096130
	Iteration 8Q: 3 clusters Score -147173.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -147247.828125 Penalty: 776.096130
	Iteration 9Q: 3 clusters Score -147247.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -147308.062500 Penalty: 776.096130
	Iteration 10Q: 3 clusters Score -147308.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -147357.656250 Penalty: 776.096130
	Iteration 11Q: 3 clusters Score -147357.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -147408.484375 Penalty: 776.096130
	Iteration 12Q: 3 clusters Score -147408.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -147446.843750 Penalty: 776.096130
	Iteration 13Q: 3 clusters Score -147446.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -147478.078125 Penalty: 776.096130
	Iteration 14Q: 3 clusters Score -147478.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -147505.296875 Penalty: 776.096130
	Iteration 15Q: 3 clusters Score -147505.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -147532.265625 Penalty: 776.096130
	Iteration 16Q: 3 clusters Score -147532.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -147557.765625 Penalty: 776.096130
	Iteration 17Q: 3 clusters Score -147557.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -147590.468750 Penalty: 776.096130
	Iteration 18Q: 3 clusters Score -147590.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -147630.828125 Penalty: 776.096130
	Iteration 19Q: 3 clusters Score -147630.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -147665.500000 Penalty: 776.096130
	Iteration 20F: 3 clusters Score -147665.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -147686.437500 Penalty: 776.096130
	Iteration 21Q: 3 clusters Score -147686.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -147706.718750 Penalty: 776.096130
	Iteration 22Q: 3 clusters Score -147706.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -147718.890625 Penalty: 776.096130
	Iteration 23Q: 3 clusters Score -147718.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -147735.968750 Penalty: 776.096130
	Iteration 24Q: 3 clusters Score -147736 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -147756.578125 Penalty: 776.096130
	Iteration 25Q: 3 clusters Score -147756.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -147782.250000 Penalty: 776.096130
	Iteration 26Q: 3 clusters Score -147782.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -147807.203125 Penalty: 776.096130
	Iteration 27Q: 3 clusters Score -147807.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -147818.828125 Penalty: 776.096130
	Iteration 28Q: 3 clusters Score -147818.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -147827.828125 Penalty: 776.096130
	Iteration 29Q: 3 clusters Score -147827.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -147833.843750 Penalty: 776.096130
	Iteration 30Q: 3 clusters Score -147833.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -147839.078125 Penalty: 776.096130
	Iteration 31Q: 3 clusters Score -147839.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -147840.875000 Penalty: 776.096130
	Iteration 32Q: 3 clusters Score -147840.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -147843.859375 Penalty: 776.096130
	Iteration 33Q: 3 clusters Score -147843.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -147846.640625 Penalty: 776.096130
	Iteration 34Q: 3 clusters Score -147846.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -147848.109375 Penalty: 776.096130
	Iteration 35Q: 3 clusters Score -147848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -147848.390625 Penalty: 776.096130
	Iteration 36Q: 3 clusters Score -147848.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -147849.015625 Penalty: 776.096130
	Iteration 37Q: 3 clusters Score -147849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -147849.328125 Penalty: 776.096130
	Iteration 38Q: 3 clusters Score -147849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -147849.593750 Penalty: 776.096130
	Iteration 39Q: 3 clusters Score -147849.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -147850.156250 Penalty: 776.096130
	Iteration 40F: 3 clusters Score -147850.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -147851.265625 Penalty: 776.096130
	Iteration 41Q: 3 clusters Score -147851.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -147854.125000 Penalty: 776.096130
	Iteration 42Q: 3 clusters Score -147854.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -147856.921875 Penalty: 776.096130
	Iteration 43Q: 3 clusters Score -147856.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -147857.796875 Penalty: 776.096130
	Iteration 44Q: 3 clusters Score -147857.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -147858.390625 Penalty: 776.096130
	Iteration 45Q: 3 clusters Score -147858.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -147858.437500 Penalty: 776.096130
	Iteration 46Q: 3 clusters Score -147858.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -147858.437500 Penalty: 776.096130
	Iteration 47F: 3 clusters Score -147858.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Entering Unmasked Estep 
Score: -339186.750000 Penalty: 420.881287
	Iteration 0F: 2 clusters Score -339186.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -332285.312500 Penalty: 841.762573
	Iteration 0F: 3 clusters Score -332285.3 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -335062.156250 Penalty: 841.762573
	Iteration 1F: 3 clusters Score -335062.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -335408.218750 Penalty: 841.762573
	Iteration 2F: 3 clusters Score -335408.2 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -335871.187500 Penalty: 841.762573
	Iteration 3F: 3 clusters Score -335871.2 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -336448.812500 Penalty: 841.762573
	Iteration 4F: 3 clusters Score -336448.8 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -337018.625000 Penalty: 841.762573
	Iteration 5F: 3 clusters Score -337018.6 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -337490.093750 Penalty: 841.762573
	Iteration 6F: 3 clusters Score -337490.1 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -337838.562500 Penalty: 841.762573
	Iteration 7Q: 3 clusters Score -337838.6 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -338062.718750 Penalty: 841.762573
	Iteration 8Q: 3 clusters Score -338062.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -338207.906250 Penalty: 841.762573
	Iteration 9Q: 3 clusters Score -338207.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -338321.062500 Penalty: 841.762573
	Iteration 10Q: 3 clusters Score -338321.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -338428.250000 Penalty: 841.762573
	Iteration 11Q: 3 clusters Score -338428.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -338509.031250 Penalty: 841.762573
	Iteration 12Q: 3 clusters Score -338509 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -338566.156250 Penalty: 841.762573
	Iteration 13Q: 3 clusters Score -338566.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -338611.968750 Penalty: 841.762573
	Iteration 14Q: 3 clusters Score -338612 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -338645.312500 Penalty: 841.762573
	Iteration 15Q: 3 clusters Score -338645.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -338668.312500 Penalty: 841.762573
	Iteration 16Q: 3 clusters Score -338668.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -338683.218750 Penalty: 841.762573
	Iteration 17Q: 3 clusters Score -338683.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -338696.281250 Penalty: 841.762573
	Iteration 18Q: 3 clusters Score -338696.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -338709.125000 Penalty: 841.762573
	Iteration 19Q: 3 clusters Score -338709.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -338718.593750 Penalty: 841.762573
	Iteration 20F: 3 clusters Score -338718.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -338726.468750 Penalty: 841.762573
	Iteration 21Q: 3 clusters Score -338726.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -338733.093750 Penalty: 841.762573
	Iteration 22Q: 3 clusters Score -338733.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -338741.406250 Penalty: 841.762573
	Iteration 23Q: 3 clusters Score -338741.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -338750.812500 Penalty: 841.762573
	Iteration 24Q: 3 clusters Score -338750.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -338760.656250 Penalty: 841.762573
	Iteration 25Q: 3 clusters Score -338760.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -338763.937500 Penalty: 841.762573
	Iteration 26Q: 3 clusters Score -338763.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -338769.000000 Penalty: 841.762573
	Iteration 27Q: 3 clusters Score -338769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -338774.843750 Penalty: 841.762573
	Iteration 28Q: 3 clusters Score -338774.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9950 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -338783.468750 Penalty: 841.762573
	Iteration 29Q: 3 clusters Score -338783.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -338789.656250 Penalty: 841.762573
	Iteration 30Q: 3 clusters Score -338789.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -338790.968750 Penalty: 841.762573
	Iteration 31Q: 3 clusters Score -338791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -338793.468750 Penalty: 841.762573
	Iteration 32Q: 3 clusters Score -338793.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -338795.906250 Penalty: 841.762573
	Iteration 33Q: 3 clusters Score -338795.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -338798.031250 Penalty: 841.762573
	Iteration 34Q: 3 clusters Score -338798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -338798.812500 Penalty: 841.762573
	Iteration 35Q: 3 clusters Score -338798.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -338800.718750 Penalty: 841.762573
	Iteration 36Q: 3 clusters Score -338800.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -338802.187500 Penalty: 841.762573
	Iteration 37Q: 3 clusters Score -338802.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -338803.500000 Penalty: 841.762573
	Iteration 38Q: 3 clusters Score -338803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -338808.187500 Penalty: 841.762573
	Iteration 39Q: 3 clusters Score -338808.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -338811.468750 Penalty: 841.762573
	Iteration 40F: 3 clusters Score -338811.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -338813.343750 Penalty: 841.762573
	Iteration 41Q: 3 clusters Score -338813.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -338814.156250 Penalty: 841.762573
	Iteration 42Q: 3 clusters Score -338814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -338815.031250 Penalty: 841.762573
	Iteration 43Q: 3 clusters Score -338815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -338815.718750 Penalty: 841.762573
	Iteration 44Q: 3 clusters Score -338815.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -338816.187500 Penalty: 841.762573
	Iteration 45Q: 3 clusters Score -338816.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -338817.000000 Penalty: 841.762573
	Iteration 46Q: 3 clusters Score -338817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -338816.687500 Penalty: 841.762573
	Iteration 47Q: 3 clusters Score -338816.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -338816.687500 Penalty: 841.762573
	Iteration 48F: 3 clusters Score -338816.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Entering Unmasked Estep 
Score: -561848.187500 Penalty: 443.187317
	Iteration 0F: 2 clusters Score -561848.2 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 8449 members 
Entering Unmasked Estep 
Score: -550488.125000 Penalty: 886.374634
	Iteration 0F: 3 clusters Score -550488.1 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -555476.687500 Penalty: 886.374634
	Iteration 1F: 3 clusters Score -555476.7 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -555840.875000 Penalty: 886.374634
	Iteration 2F: 3 clusters Score -555840.9 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -556324.375000 Penalty: 886.374634
	Iteration 3F: 3 clusters Score -556324.4 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -556952.250000 Penalty: 886.374634
	Iteration 4F: 3 clusters Score -556952.2 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -557564.187500 Penalty: 886.374634
	Iteration 5F: 3 clusters Score -557564.2 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -558246.875000 Penalty: 886.374634
	Iteration 6F: 3 clusters Score -558246.9 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -558800.437500 Penalty: 886.374634
	Iteration 7Q: 3 clusters Score -558800.4 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -559130.187500 Penalty: 886.374634
	Iteration 8Q: 3 clusters Score -559130.2 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -559309.500000 Penalty: 886.374634
	Iteration 9Q: 3 clusters Score -559309.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -559464.500000 Penalty: 886.374634
	Iteration 10Q: 3 clusters Score -559464.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -559634.000000 Penalty: 886.374634
	Iteration 11Q: 3 clusters Score -559634 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -559791.312500 Penalty: 886.374634
	Iteration 12Q: 3 clusters Score -559791.3 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -559930.937500 Penalty: 886.374634
	Iteration 13Q: 3 clusters Score -559930.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -560045.437500 Penalty: 886.374634
	Iteration 14Q: 3 clusters Score -560045.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -560138.437500 Penalty: 886.374634
	Iteration 15Q: 3 clusters Score -560138.4 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -560223.500000 Penalty: 886.374634
	Iteration 16Q: 3 clusters Score -560223.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14015 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -560295.187500 Penalty: 886.374634
	Iteration 17Q: 3 clusters Score -560295.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -560357.062500 Penalty: 886.374634
	Iteration 18Q: 3 clusters Score -560357.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -560415.375000 Penalty: 886.374634
	Iteration 19Q: 3 clusters Score -560415.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -560471.625000 Penalty: 886.374634
	Iteration 20F: 3 clusters Score -560471.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -560530.375000 Penalty: 886.374634
	Iteration 21Q: 3 clusters Score -560530.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -560581.687500 Penalty: 886.374634
	Iteration 22Q: 3 clusters Score -560581.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -560636.875000 Penalty: 886.374634
	Iteration 23Q: 3 clusters Score -560636.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -560701.875000 Penalty: 886.374634
	Iteration 24Q: 3 clusters Score -560701.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -560781.562500 Penalty: 886.374634
	Iteration 25Q: 3 clusters Score -560781.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -560862.812500 Penalty: 886.374634
	Iteration 26Q: 3 clusters Score -560862.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -560922.437500 Penalty: 886.374634
	Iteration 27Q: 3 clusters Score -560922.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -560987.500000 Penalty: 886.374634
	Iteration 28Q: 3 clusters Score -560987.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -561052.812500 Penalty: 886.374634
	Iteration 29Q: 3 clusters Score -561052.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -561124.062500 Penalty: 886.374634
	Iteration 30Q: 3 clusters Score -561124.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -561196.000000 Penalty: 886.374634
	Iteration 31Q: 3 clusters Score -561196 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -561256.812500 Penalty: 886.374634
	Iteration 32Q: 3 clusters Score -561256.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -561300.687500 Penalty: 886.374634
	Iteration 33Q: 3 clusters Score -561300.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -561325.437500 Penalty: 886.374634
	Iteration 34Q: 3 clusters Score -561325.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -561347.812500 Penalty: 886.374634
	Iteration 35Q: 3 clusters Score -561347.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -561370.750000 Penalty: 886.374634
	Iteration 36Q: 3 clusters Score -561370.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -561387.125000 Penalty: 886.374634
	Iteration 37Q: 3 clusters Score -561387.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -561400.312500 Penalty: 886.374634
	Iteration 38Q: 3 clusters Score -561400.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -561410.500000 Penalty: 886.374634
	Iteration 39Q: 3 clusters Score -561410.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -561420.687500 Penalty: 886.374634
	Iteration 40F: 3 clusters Score -561420.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -561424.062500 Penalty: 886.374634
	Iteration 41Q: 3 clusters Score -561424.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -561428.875000 Penalty: 886.374634
	Iteration 42Q: 3 clusters Score -561428.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16657 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -561430.875000 Penalty: 886.374634
	Iteration 43Q: 3 clusters Score -561430.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -561433.875000 Penalty: 886.374634
	Iteration 44Q: 3 clusters Score -561433.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16676 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -561438.812500 Penalty: 886.374634
	Iteration 45Q: 3 clusters Score -561438.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -561446.000000 Penalty: 886.374634
	Iteration 46Q: 3 clusters Score -561446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -561452.062500 Penalty: 886.374634
	Iteration 47Q: 3 clusters Score -561452.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -561457.375000 Penalty: 886.374634
	Iteration 48Q: 3 clusters Score -561457.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -561460.187500 Penalty: 886.374634
	Iteration 49Q: 3 clusters Score -561460.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -561460.750000 Penalty: 886.374634
	Iteration 50Q: 3 clusters Score -561460.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -561461.937500 Penalty: 886.374634
	Iteration 51Q: 3 clusters Score -561461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -561461.375000 Penalty: 886.374634
	Iteration 52Q: 3 clusters Score -561461.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -561463.562500 Penalty: 886.374634
	Iteration 53Q: 3 clusters Score -561463.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -561464.750000 Penalty: 886.374634
	Iteration 54Q: 3 clusters Score -561464.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -561464.562500 Penalty: 886.374634
	Iteration 55Q: 3 clusters Score -561464.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -561464.562500 Penalty: 886.374634
	Iteration 56F: 3 clusters Score -561464.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Entering Unmasked Estep 
Score: -80437.671875 Penalty: 360.363770
	Iteration 0F: 2 clusters Score -80437.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -78480.609375 Penalty: 720.727539
	Iteration 0F: 3 clusters Score -78480.61 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -79151.296875 Penalty: 720.727539
	Iteration 1F: 3 clusters Score -79151.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -79271.984375 Penalty: 720.727539
	Iteration 2F: 3 clusters Score -79271.98 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -79361.562500 Penalty: 720.727539
	Iteration 3F: 3 clusters Score -79361.56 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -79457.539062 Penalty: 720.727539
	Iteration 4F: 3 clusters Score -79457.54 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -79565.390625 Penalty: 720.727539
	Iteration 5Q: 3 clusters Score -79565.39 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -79727.398438 Penalty: 720.727539
	Iteration 6F: 3 clusters Score -79727.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -79932.195312 Penalty: 720.727539
	Iteration 7F: 3 clusters Score -79932.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -80081.843750 Penalty: 720.727539
	Iteration 8F: 3 clusters Score -80081.84 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -80142.687500 Penalty: 720.727539
	Iteration 9Q: 3 clusters Score -80142.69 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -80171.882812 Penalty: 720.727539
	Iteration 10Q: 3 clusters Score -80171.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -80192.046875 Penalty: 720.727539
	Iteration 11Q: 3 clusters Score -80192.05 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -80206.109375 Penalty: 720.727539
	Iteration 12Q: 3 clusters Score -80206.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -80216.117188 Penalty: 720.727539
	Iteration 13Q: 3 clusters Score -80216.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -80218.617188 Penalty: 720.727539
	Iteration 14Q: 3 clusters Score -80218.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -80219.992188 Penalty: 720.727539
	Iteration 15Q: 3 clusters Score -80219.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -80221.070312 Penalty: 720.727539
	Iteration 16Q: 3 clusters Score -80221.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -80221.406250 Penalty: 720.727539
	Iteration 17Q: 3 clusters Score -80221.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -80221.617188 Penalty: 720.727539
	Iteration 18Q: 3 clusters Score -80221.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -80222.125000 Penalty: 720.727539
	Iteration 19Q: 3 clusters Score -80222.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -80222.250000 Penalty: 720.727539
	Iteration 20F: 3 clusters Score -80222.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -80222.265625 Penalty: 720.727539
	Iteration 21Q: 3 clusters Score -80222.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -80222.265625 Penalty: 720.727539
	Iteration 22F: 3 clusters Score -80222.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -77431.929688 Penalty: 354.438995
	Iteration 0F: 2 clusters Score -77431.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -75681.117188 Penalty: 708.877991
	Iteration 0F: 3 clusters Score -75681.12 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -76275.273438 Penalty: 708.877991
	Iteration 1F: 3 clusters Score -76275.27 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -76379.882812 Penalty: 708.877991
	Iteration 2F: 3 clusters Score -76379.88 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -76458.570312 Penalty: 708.877991
	Iteration 3F: 3 clusters Score -76458.57 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -76543.250000 Penalty: 708.877991
	Iteration 4F: 3 clusters Score -76543.25 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -76615.789062 Penalty: 708.877991
	Iteration 5Q: 3 clusters Score -76615.79 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -76690.382812 Penalty: 708.877991
	Iteration 6Q: 3 clusters Score -76690.38 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -76760.476562 Penalty: 708.877991
	Iteration 7Q: 3 clusters Score -76760.48 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -76823.250000 Penalty: 708.877991
	Iteration 8Q: 3 clusters Score -76823.25 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -76871.640625 Penalty: 708.877991
	Iteration 9Q: 3 clusters Score -76871.64 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -76916.625000 Penalty: 708.877991
	Iteration 10Q: 3 clusters Score -76916.62 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -76953.859375 Penalty: 708.877991
	Iteration 11Q: 3 clusters Score -76953.86 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -76978.078125 Penalty: 708.877991
	Iteration 12Q: 3 clusters Score -76978.08 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -77001.523438 Penalty: 708.877991
	Iteration 13Q: 3 clusters Score -77001.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -77021.914062 Penalty: 708.877991
	Iteration 14Q: 3 clusters Score -77021.91 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -77036.960938 Penalty: 708.877991
	Iteration 15Q: 3 clusters Score -77036.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -77053.765625 Penalty: 708.877991
	Iteration 16Q: 3 clusters Score -77053.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -77067.781250 Penalty: 708.877991
	Iteration 17Q: 3 clusters Score -77067.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -77076.835938 Penalty: 708.877991
	Iteration 18Q: 3 clusters Score -77076.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -77080.375000 Penalty: 708.877991
	Iteration 19Q: 3 clusters Score -77080.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -77083.125000 Penalty: 708.877991
	Iteration 20F: 3 clusters Score -77083.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -77088.429688 Penalty: 708.877991
	Iteration 21Q: 3 clusters Score -77088.43 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -77090.992188 Penalty: 708.877991
	Iteration 22Q: 3 clusters Score -77090.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -77092.085938 Penalty: 708.877991
	Iteration 23Q: 3 clusters Score -77092.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -77093.054688 Penalty: 708.877991
	Iteration 24Q: 3 clusters Score -77093.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -77094.109375 Penalty: 708.877991
	Iteration 25Q: 3 clusters Score -77094.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -77095.445312 Penalty: 708.877991
	Iteration 26Q: 3 clusters Score -77095.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -77096.968750 Penalty: 708.877991
	Iteration 27Q: 3 clusters Score -77096.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -77097.593750 Penalty: 708.877991
	Iteration 28Q: 3 clusters Score -77097.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -77099.125000 Penalty: 708.877991
	Iteration 29Q: 3 clusters Score -77099.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -77101.640625 Penalty: 708.877991
	Iteration 30Q: 3 clusters Score -77101.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -77107.015625 Penalty: 708.877991
	Iteration 31Q: 3 clusters Score -77107.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -77112.546875 Penalty: 708.877991
	Iteration 32Q: 3 clusters Score -77112.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -77120.250000 Penalty: 708.877991
	Iteration 33Q: 3 clusters Score -77120.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -77125.031250 Penalty: 708.877991
	Iteration 34Q: 3 clusters Score -77125.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -77126.054688 Penalty: 708.877991
	Iteration 35Q: 3 clusters Score -77126.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -77130.609375 Penalty: 708.877991
	Iteration 36Q: 3 clusters Score -77130.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -77130.937500 Penalty: 708.877991
	Iteration 37Q: 3 clusters Score -77130.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -77132.773438 Penalty: 708.877991
	Iteration 38Q: 3 clusters Score -77132.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -77134.914062 Penalty: 708.877991
	Iteration 39Q: 3 clusters Score -77134.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -77135.687500 Penalty: 708.877991
	Iteration 40F: 3 clusters Score -77135.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -77137.109375 Penalty: 708.877991
	Iteration 41Q: 3 clusters Score -77137.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -77137.515625 Penalty: 708.877991
	Iteration 42Q: 3 clusters Score -77137.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -77137.515625 Penalty: 708.877991
	Iteration 43F: 3 clusters Score -77137.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Entering Unmasked Estep 
Score: -122447.054688 Penalty: 378.458374
	Iteration 0F: 2 clusters Score -122447.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -119598.195312 Penalty: 756.916748
	Iteration 0F: 3 clusters Score -119598.2 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -120732.648438 Penalty: 756.916748
	Iteration 1F: 3 clusters Score -120732.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -120885.031250 Penalty: 756.916748
	Iteration 2F: 3 clusters Score -120885 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -121064.898438 Penalty: 756.916748
	Iteration 3F: 3 clusters Score -121064.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -121259.085938 Penalty: 756.916748
	Iteration 4F: 3 clusters Score -121259.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -121456.187500 Penalty: 756.916748
	Iteration 5F: 3 clusters Score -121456.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -121626.976562 Penalty: 756.916748
	Iteration 6F: 3 clusters Score -121627 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -121755.656250 Penalty: 756.916748
	Iteration 7Q: 3 clusters Score -121755.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -121856.109375 Penalty: 756.916748
	Iteration 8Q: 3 clusters Score -121856.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -121924.523438 Penalty: 756.916748
	Iteration 9Q: 3 clusters Score -121924.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -121961.234375 Penalty: 756.916748
	Iteration 10Q: 3 clusters Score -121961.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -121987.562500 Penalty: 756.916748
	Iteration 11Q: 3 clusters Score -121987.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -122006.312500 Penalty: 756.916748
	Iteration 12Q: 3 clusters Score -122006.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -122020.710938 Penalty: 756.916748
	Iteration 13Q: 3 clusters Score -122020.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -122030.468750 Penalty: 756.916748
	Iteration 14Q: 3 clusters Score -122030.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -122039.687500 Penalty: 756.916748
	Iteration 15Q: 3 clusters Score -122039.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -122052.304688 Penalty: 756.916748
	Iteration 16Q: 3 clusters Score -122052.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -122063.171875 Penalty: 756.916748
	Iteration 17Q: 3 clusters Score -122063.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -122072.320312 Penalty: 756.916748
	Iteration 18Q: 3 clusters Score -122072.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -122078.882812 Penalty: 756.916748
	Iteration 19Q: 3 clusters Score -122078.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -122083.757812 Penalty: 756.916748
	Iteration 20F: 3 clusters Score -122083.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -122091.757812 Penalty: 756.916748
	Iteration 21Q: 3 clusters Score -122091.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -122101.093750 Penalty: 756.916748
	Iteration 22Q: 3 clusters Score -122101.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -122106.875000 Penalty: 756.916748
	Iteration 23Q: 3 clusters Score -122106.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -122111.726562 Penalty: 756.916748
	Iteration 24Q: 3 clusters Score -122111.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -122114.156250 Penalty: 756.916748
	Iteration 25Q: 3 clusters Score -122114.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -122117.343750 Penalty: 756.916748
	Iteration 26Q: 3 clusters Score -122117.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -122119.218750 Penalty: 756.916748
	Iteration 27Q: 3 clusters Score -122119.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -122121.171875 Penalty: 756.916748
	Iteration 28Q: 3 clusters Score -122121.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -122122.578125 Penalty: 756.916748
	Iteration 29Q: 3 clusters Score -122122.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -122124.289062 Penalty: 756.916748
	Iteration 30Q: 3 clusters Score -122124.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -122125.539062 Penalty: 756.916748
	Iteration 31Q: 3 clusters Score -122125.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -122129.851562 Penalty: 756.916748
	Iteration 32Q: 3 clusters Score -122129.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -122132.953125 Penalty: 756.916748
	Iteration 33Q: 3 clusters Score -122133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -122135.062500 Penalty: 756.916748
	Iteration 34Q: 3 clusters Score -122135.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -122138.000000 Penalty: 756.916748
	Iteration 35Q: 3 clusters Score -122138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -122139.640625 Penalty: 756.916748
	Iteration 36Q: 3 clusters Score -122139.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -122140.867188 Penalty: 756.916748
	Iteration 37Q: 3 clusters Score -122140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -122141.500000 Penalty: 756.916748
	Iteration 38Q: 3 clusters Score -122141.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -122141.500000 Penalty: 756.916748
	Iteration 39F: 3 clusters Score -122141.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Entering Unmasked Estep 
Score: -343570.843750 Penalty: 419.590759
	Iteration 0F: 2 clusters Score -343570.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -336747.281250 Penalty: 839.181519
	Iteration 0F: 3 clusters Score -336747.3 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -339667.875000 Penalty: 839.181519
	Iteration 1F: 3 clusters Score -339667.9 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -340077.281250 Penalty: 839.181519
	Iteration 2F: 3 clusters Score -340077.3 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -340625.343750 Penalty: 839.181519
	Iteration 3F: 3 clusters Score -340625.3 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -341232.937500 Penalty: 839.181519
	Iteration 4F: 3 clusters Score -341232.9 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -341656.062500 Penalty: 839.181519
	Iteration 5F: 3 clusters Score -341656.1 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -341839.593750 Penalty: 839.181519
	Iteration 6Q: 3 clusters Score -341839.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -341905.406250 Penalty: 839.181519
	Iteration 7Q: 3 clusters Score -341905.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -341956.062500 Penalty: 839.181519
	Iteration 8Q: 3 clusters Score -341956.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -341991.062500 Penalty: 839.181519
	Iteration 9Q: 3 clusters Score -341991.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -342020.218750 Penalty: 839.181519
	Iteration 10Q: 3 clusters Score -342020.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -342048.687500 Penalty: 839.181519
	Iteration 11Q: 3 clusters Score -342048.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -342074.812500 Penalty: 839.181519
	Iteration 12Q: 3 clusters Score -342074.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -342091.093750 Penalty: 839.181519
	Iteration 13Q: 3 clusters Score -342091.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -342101.406250 Penalty: 839.181519
	Iteration 14Q: 3 clusters Score -342101.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -342111.718750 Penalty: 839.181519
	Iteration 15Q: 3 clusters Score -342111.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -342129.437500 Penalty: 839.181519
	Iteration 16Q: 3 clusters Score -342129.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -342145.468750 Penalty: 839.181519
	Iteration 17Q: 3 clusters Score -342145.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -342163.343750 Penalty: 839.181519
	Iteration 18Q: 3 clusters Score -342163.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -342180.218750 Penalty: 839.181519
	Iteration 19Q: 3 clusters Score -342180.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -342193.656250 Penalty: 839.181519
	Iteration 20F: 3 clusters Score -342193.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -342207.750000 Penalty: 839.181519
	Iteration 21Q: 3 clusters Score -342207.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -342222.000000 Penalty: 839.181519
	Iteration 22Q: 3 clusters Score -342222 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -342241.187500 Penalty: 839.181519
	Iteration 23Q: 3 clusters Score -342241.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -342262.000000 Penalty: 839.181519
	Iteration 24Q: 3 clusters Score -342262 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -342287.750000 Penalty: 839.181519
	Iteration 25Q: 3 clusters Score -342287.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -342312.281250 Penalty: 839.181519
	Iteration 26Q: 3 clusters Score -342312.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -342331.656250 Penalty: 839.181519
	Iteration 27Q: 3 clusters Score -342331.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -342348.218750 Penalty: 839.181519
	Iteration 28Q: 3 clusters Score -342348.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -342361.281250 Penalty: 839.181519
	Iteration 29Q: 3 clusters Score -342361.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -342370.562500 Penalty: 839.181519
	Iteration 30Q: 3 clusters Score -342370.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -342378.687500 Penalty: 839.181519
	Iteration 31Q: 3 clusters Score -342378.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -342388.937500 Penalty: 839.181519
	Iteration 32Q: 3 clusters Score -342388.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -342401.625000 Penalty: 839.181519
	Iteration 33Q: 3 clusters Score -342401.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -342414.156250 Penalty: 839.181519
	Iteration 34Q: 3 clusters Score -342414.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -342426.718750 Penalty: 839.181519
	Iteration 35Q: 3 clusters Score -342426.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -342443.593750 Penalty: 839.181519
	Iteration 36Q: 3 clusters Score -342443.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -342465.531250 Penalty: 839.181519
	Iteration 37Q: 3 clusters Score -342465.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -342483.093750 Penalty: 839.181519
	Iteration 38Q: 3 clusters Score -342483.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -342498.718750 Penalty: 839.181519
	Iteration 39Q: 3 clusters Score -342498.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -342509.625000 Penalty: 839.181519
	Iteration 40F: 3 clusters Score -342509.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -342518.875000 Penalty: 839.181519
	Iteration 41Q: 3 clusters Score -342518.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -342527.125000 Penalty: 839.181519
	Iteration 42Q: 3 clusters Score -342527.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -342532.562500 Penalty: 839.181519
	Iteration 43Q: 3 clusters Score -342532.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -342536.875000 Penalty: 839.181519
	Iteration 44Q: 3 clusters Score -342536.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -342540.593750 Penalty: 839.181519
	Iteration 45Q: 3 clusters Score -342540.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -342542.937500 Penalty: 839.181519
	Iteration 46Q: 3 clusters Score -342542.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -342545.843750 Penalty: 839.181519
	Iteration 47Q: 3 clusters Score -342545.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -342547.625000 Penalty: 839.181519
	Iteration 48Q: 3 clusters Score -342547.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -342552.406250 Penalty: 839.181519
	Iteration 49Q: 3 clusters Score -342552.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -342555.093750 Penalty: 839.181519
	Iteration 50Q: 3 clusters Score -342555.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -342558.375000 Penalty: 839.181519
	Iteration 51Q: 3 clusters Score -342558.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -342561.468750 Penalty: 839.181519
	Iteration 52Q: 3 clusters Score -342561.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -342562.500000 Penalty: 839.181519
	Iteration 53Q: 3 clusters Score -342562.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -342564.718750 Penalty: 839.181519
	Iteration 54Q: 3 clusters Score -342564.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -342568.750000 Penalty: 839.181519
	Iteration 55Q: 3 clusters Score -342568.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -342571.593750 Penalty: 839.181519
	Iteration 56Q: 3 clusters Score -342571.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -342573.125000 Penalty: 839.181519
	Iteration 57Q: 3 clusters Score -342573.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -342579.343750 Penalty: 839.181519
	Iteration 58Q: 3 clusters Score -342579.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -342584.500000 Penalty: 839.181519
	Iteration 59Q: 3 clusters Score -342584.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -342589.843750 Penalty: 839.181519
	Iteration 60F: 3 clusters Score -342589.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -342594.125000 Penalty: 839.181519
	Iteration 61Q: 3 clusters Score -342594.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -342598.968750 Penalty: 839.181519
	Iteration 62Q: 3 clusters Score -342599 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -342604.437500 Penalty: 839.181519
	Iteration 63Q: 3 clusters Score -342604.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -342609.968750 Penalty: 839.181519
	Iteration 64Q: 3 clusters Score -342610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -342614.875000 Penalty: 839.181519
	Iteration 65Q: 3 clusters Score -342614.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -342617.593750 Penalty: 839.181519
	Iteration 66Q: 3 clusters Score -342617.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -342620.656250 Penalty: 839.181519
	Iteration 67Q: 3 clusters Score -342620.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -342623.000000 Penalty: 839.181519
	Iteration 68Q: 3 clusters Score -342623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -342626.625000 Penalty: 839.181519
	Iteration 69Q: 3 clusters Score -342626.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -342628.687500 Penalty: 839.181519
	Iteration 70Q: 3 clusters Score -342628.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -342635.187500 Penalty: 839.181519
	Iteration 71Q: 3 clusters Score -342635.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -342642.906250 Penalty: 839.181519
	Iteration 72Q: 3 clusters Score -342642.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -342652.593750 Penalty: 839.181519
	Iteration 73Q: 3 clusters Score -342652.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -342659.125000 Penalty: 839.181519
	Iteration 74Q: 3 clusters Score -342659.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -342667.937500 Penalty: 839.181519
	Iteration 75Q: 3 clusters Score -342667.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -342674.843750 Penalty: 839.181519
	Iteration 76Q: 3 clusters Score -342674.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -342681.937500 Penalty: 839.181519
	Iteration 77Q: 3 clusters Score -342681.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -342688.656250 Penalty: 839.181519
	Iteration 78Q: 3 clusters Score -342688.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -342695.750000 Penalty: 839.181519
	Iteration 79Q: 3 clusters Score -342695.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -342699.281250 Penalty: 839.181519
	Iteration 80F: 3 clusters Score -342699.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -342703.781250 Penalty: 839.181519
	Iteration 81Q: 3 clusters Score -342703.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -342706.406250 Penalty: 839.181519
	Iteration 82Q: 3 clusters Score -342706.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -342711.000000 Penalty: 839.181519
	Iteration 83Q: 3 clusters Score -342711 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -342712.625000 Penalty: 839.181519
	Iteration 84Q: 3 clusters Score -342712.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -342712.812500 Penalty: 839.181519
	Iteration 85Q: 3 clusters Score -342712.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -342713.718750 Penalty: 839.181519
	Iteration 86Q: 3 clusters Score -342713.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -342715.812500 Penalty: 839.181519
	Iteration 87Q: 3 clusters Score -342715.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -342719.343750 Penalty: 839.181519
	Iteration 88Q: 3 clusters Score -342719.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -342719.781250 Penalty: 839.181519
	Iteration 89Q: 3 clusters Score -342719.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -342720.718750 Penalty: 839.181519
	Iteration 90Q: 3 clusters Score -342720.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -342720.531250 Penalty: 839.181519
	Iteration 91Q: 3 clusters Score -342720.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -342720.500000 Penalty: 839.181519
	Iteration 92Q: 3 clusters Score -342720.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -342720.656250 Penalty: 839.181519
	Iteration 93Q: 3 clusters Score -342720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -342721.156250 Penalty: 839.181519
	Iteration 94Q: 3 clusters Score -342721.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -342720.593750 Penalty: 839.181519
	Iteration 95Q: 3 clusters Score -342720.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -342721.406250 Penalty: 839.181519
	Iteration 96Q: 3 clusters Score -342721.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -342721.406250 Penalty: 839.181519
	Iteration 97F: 3 clusters Score -342721.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -81333.171875 Penalty: 357.831116
	Iteration 0F: 2 clusters Score -81333.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -79504.765625 Penalty: 715.662231
	Iteration 0F: 3 clusters Score -79504.77 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -80136.828125 Penalty: 715.662231
	Iteration 1F: 3 clusters Score -80136.83 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -80263.890625 Penalty: 715.662231
	Iteration 2F: 3 clusters Score -80263.89 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -80339.687500 Penalty: 715.662231
	Iteration 3F: 3 clusters Score -80339.69 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -80394.132812 Penalty: 715.662231
	Iteration 4Q: 3 clusters Score -80394.13 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -80432.023438 Penalty: 715.662231
	Iteration 5Q: 3 clusters Score -80432.02 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -80465.109375 Penalty: 715.662231
	Iteration 6Q: 3 clusters Score -80465.11 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -80503.523438 Penalty: 715.662231
	Iteration 7Q: 3 clusters Score -80503.52 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -80536.914062 Penalty: 715.662231
	Iteration 8Q: 3 clusters Score -80536.91 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -80561.414062 Penalty: 715.662231
	Iteration 9Q: 3 clusters Score -80561.41 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -80583.796875 Penalty: 715.662231
	Iteration 10Q: 3 clusters Score -80583.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -80602.898438 Penalty: 715.662231
	Iteration 11Q: 3 clusters Score -80602.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -80627.242188 Penalty: 715.662231
	Iteration 12Q: 3 clusters Score -80627.24 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -80649.945312 Penalty: 715.662231
	Iteration 13Q: 3 clusters Score -80649.95 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -80682.460938 Penalty: 715.662231
	Iteration 14Q: 3 clusters Score -80682.46 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -80715.914062 Penalty: 715.662231
	Iteration 15Q: 3 clusters Score -80715.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -80745.054688 Penalty: 715.662231
	Iteration 16Q: 3 clusters Score -80745.05 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -80761.687500 Penalty: 715.662231
	Iteration 17Q: 3 clusters Score -80761.69 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -80770.554688 Penalty: 715.662231
	Iteration 18Q: 3 clusters Score -80770.55 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -80778.031250 Penalty: 715.662231
	Iteration 19Q: 3 clusters Score -80778.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -80782.562500 Penalty: 715.662231
	Iteration 20F: 3 clusters Score -80782.56 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -80787.484375 Penalty: 715.662231
	Iteration 21Q: 3 clusters Score -80787.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -80792.703125 Penalty: 715.662231
	Iteration 22Q: 3 clusters Score -80792.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -80796.257812 Penalty: 715.662231
	Iteration 23Q: 3 clusters Score -80796.26 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -80800.195312 Penalty: 715.662231
	Iteration 24Q: 3 clusters Score -80800.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -80802.789062 Penalty: 715.662231
	Iteration 25Q: 3 clusters Score -80802.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -80806.109375 Penalty: 715.662231
	Iteration 26Q: 3 clusters Score -80806.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -80809.164062 Penalty: 715.662231
	Iteration 27Q: 3 clusters Score -80809.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -80810.789062 Penalty: 715.662231
	Iteration 28Q: 3 clusters Score -80810.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -80812.835938 Penalty: 715.662231
	Iteration 29Q: 3 clusters Score -80812.84 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -80815.664062 Penalty: 715.662231
	Iteration 30Q: 3 clusters Score -80815.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -80817.351562 Penalty: 715.662231
	Iteration 31Q: 3 clusters Score -80817.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -80818.039062 Penalty: 715.662231
	Iteration 32Q: 3 clusters Score -80818.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -80818.750000 Penalty: 715.662231
	Iteration 33Q: 3 clusters Score -80818.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -80819.257812 Penalty: 715.662231
	Iteration 34Q: 3 clusters Score -80819.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -80819.257812 Penalty: 715.662231
	Iteration 35F: 3 clusters Score -80819.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Entering Unmasked Estep 
Score: -281609.531250 Penalty: 412.555908
	Iteration 0F: 2 clusters Score -281609.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -275799.312500 Penalty: 825.111816
	Iteration 0F: 3 clusters Score -275799.3 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -278444.531250 Penalty: 825.111816
	Iteration 1F: 3 clusters Score -278444.5 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -279024.125000 Penalty: 825.111816
	Iteration 2F: 3 clusters Score -279024.1 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -279708.218750 Penalty: 825.111816
	Iteration 3F: 3 clusters Score -279708.2 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -280396.687500 Penalty: 825.111816
	Iteration 4F: 3 clusters Score -280396.7 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -280904.156250 Penalty: 825.111816
	Iteration 5F: 3 clusters Score -280904.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -281176.250000 Penalty: 825.111816
	Iteration 6Q: 3 clusters Score -281176.2 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -281283.750000 Penalty: 825.111816
	Iteration 7Q: 3 clusters Score -281283.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -281332.156250 Penalty: 825.111816
	Iteration 8Q: 3 clusters Score -281332.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -281374.343750 Penalty: 825.111816
	Iteration 9Q: 3 clusters Score -281374.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -281403.843750 Penalty: 825.111816
	Iteration 10Q: 3 clusters Score -281403.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -281427.687500 Penalty: 825.111816
	Iteration 11Q: 3 clusters Score -281427.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -281444.593750 Penalty: 825.111816
	Iteration 12Q: 3 clusters Score -281444.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -281454.687500 Penalty: 825.111816
	Iteration 13Q: 3 clusters Score -281454.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -281461.687500 Penalty: 825.111816
	Iteration 14Q: 3 clusters Score -281461.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -281468.312500 Penalty: 825.111816
	Iteration 15Q: 3 clusters Score -281468.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -281472.062500 Penalty: 825.111816
	Iteration 16Q: 3 clusters Score -281472.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -281474.281250 Penalty: 825.111816
	Iteration 17Q: 3 clusters Score -281474.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -281476.281250 Penalty: 825.111816
	Iteration 18Q: 3 clusters Score -281476.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -281479.468750 Penalty: 825.111816
	Iteration 19Q: 3 clusters Score -281479.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -281481.718750 Penalty: 825.111816
	Iteration 20F: 3 clusters Score -281481.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -281482.656250 Penalty: 825.111816
	Iteration 21Q: 3 clusters Score -281482.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -281483.625000 Penalty: 825.111816
	Iteration 22Q: 3 clusters Score -281483.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -281483.312500 Penalty: 825.111816
	Iteration 23Q: 3 clusters Score -281483.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -281483.593750 Penalty: 825.111816
	Iteration 24Q: 3 clusters Score -281483.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -281483.593750 Penalty: 825.111816
	Iteration 25F: 3 clusters Score -281483.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Entering Unmasked Estep 
Score: -182263.453125 Penalty: 396.438049
	Iteration 0F: 2 clusters Score -182263.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -178177.281250 Penalty: 792.876099
	Iteration 0F: 3 clusters Score -178177.3 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -179682.234375 Penalty: 792.876099
	Iteration 1F: 3 clusters Score -179682.2 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -179796.203125 Penalty: 792.876099
	Iteration 2F: 3 clusters Score -179796.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -179917.859375 Penalty: 792.876099
	Iteration 3Q: 3 clusters Score -179917.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -180036.703125 Penalty: 792.876099
	Iteration 4F: 3 clusters Score -180036.7 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -180195.093750 Penalty: 792.876099
	Iteration 5F: 3 clusters Score -180195.1 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -180372.640625 Penalty: 792.876099
	Iteration 6F: 3 clusters Score -180372.6 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -180548.171875 Penalty: 792.876099
	Iteration 7F: 3 clusters Score -180548.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -180721.375000 Penalty: 792.876099
	Iteration 8Q: 3 clusters Score -180721.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -180874.718750 Penalty: 792.876099
	Iteration 9Q: 3 clusters Score -180874.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -181025.359375 Penalty: 792.876099
	Iteration 10Q: 3 clusters Score -181025.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -181181.125000 Penalty: 792.876099
	Iteration 11Q: 3 clusters Score -181181.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -181322.625000 Penalty: 792.876099
	Iteration 12Q: 3 clusters Score -181322.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -181449.640625 Penalty: 792.876099
	Iteration 13Q: 3 clusters Score -181449.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -181562.796875 Penalty: 792.876099
	Iteration 14Q: 3 clusters Score -181562.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -181643.609375 Penalty: 792.876099
	Iteration 15Q: 3 clusters Score -181643.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -181714.812500 Penalty: 792.876099
	Iteration 16Q: 3 clusters Score -181714.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -181769.484375 Penalty: 792.876099
	Iteration 17Q: 3 clusters Score -181769.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -181806.343750 Penalty: 792.876099
	Iteration 18Q: 3 clusters Score -181806.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -181830.687500 Penalty: 792.876099
	Iteration 19Q: 3 clusters Score -181830.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -181849.718750 Penalty: 792.876099
	Iteration 20F: 3 clusters Score -181849.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -181860.812500 Penalty: 792.876099
	Iteration 21Q: 3 clusters Score -181860.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -181867.953125 Penalty: 792.876099
	Iteration 22Q: 3 clusters Score -181868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -181878.421875 Penalty: 792.876099
	Iteration 23Q: 3 clusters Score -181878.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -181889.515625 Penalty: 792.876099
	Iteration 24Q: 3 clusters Score -181889.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -181900.140625 Penalty: 792.876099
	Iteration 25Q: 3 clusters Score -181900.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -181908.718750 Penalty: 792.876099
	Iteration 26Q: 3 clusters Score -181908.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -181914.046875 Penalty: 792.876099
	Iteration 27Q: 3 clusters Score -181914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -181920.109375 Penalty: 792.876099
	Iteration 28Q: 3 clusters Score -181920.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -181921.796875 Penalty: 792.876099
	Iteration 29Q: 3 clusters Score -181921.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -181921.703125 Penalty: 792.876099
	Iteration 30Q: 3 clusters Score -181921.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -181922.828125 Penalty: 792.876099
	Iteration 31Q: 3 clusters Score -181922.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -181923.406250 Penalty: 792.876099
	Iteration 32Q: 3 clusters Score -181923.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -181923.828125 Penalty: 792.876099
	Iteration 33Q: 3 clusters Score -181923.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -181923.921875 Penalty: 792.876099
	Iteration 34Q: 3 clusters Score -181923.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -181924.312500 Penalty: 792.876099
	Iteration 35Q: 3 clusters Score -181924.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -181924.953125 Penalty: 792.876099
	Iteration 36Q: 3 clusters Score -181925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -181925.671875 Penalty: 792.876099
	Iteration 37Q: 3 clusters Score -181925.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -181926.140625 Penalty: 792.876099
	Iteration 38Q: 3 clusters Score -181926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -181926.125000 Penalty: 792.876099
	Iteration 39Q: 3 clusters Score -181926.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -181926.453125 Penalty: 792.876099
	Iteration 40F: 3 clusters Score -181926.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -181926.984375 Penalty: 792.876099
	Iteration 41Q: 3 clusters Score -181927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -181926.781250 Penalty: 792.876099
	Iteration 42Q: 3 clusters Score -181926.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -181926.984375 Penalty: 792.876099
	Iteration 43Q: 3 clusters Score -181927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -181927.109375 Penalty: 792.876099
	Iteration 44Q: 3 clusters Score -181927.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -181927.109375 Penalty: 792.876099
	Iteration 45F: 3 clusters Score -181927.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Entering Unmasked Estep 
Score: -208535.718750 Penalty: 400.814789
	Iteration 0F: 2 clusters Score -208535.7 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 3361 members 
Entering Unmasked Estep 
Score: -204065.859375 Penalty: 801.629578
	Iteration 0F: 3 clusters Score -204065.9 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -205774.281250 Penalty: 801.629578
	Iteration 1F: 3 clusters Score -205774.3 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -205895.125000 Penalty: 801.629578
	Iteration 2F: 3 clusters Score -205895.1 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -206003.531250 Penalty: 801.629578
	Iteration 3Q: 3 clusters Score -206003.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -206116.406250 Penalty: 801.629578
	Iteration 4Q: 3 clusters Score -206116.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -206237.250000 Penalty: 801.629578
	Iteration 5Q: 3 clusters Score -206237.2 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -206397.546875 Penalty: 801.629578
	Iteration 6Q: 3 clusters Score -206397.5 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -206601.343750 Penalty: 801.629578
	Iteration 7F: 3 clusters Score -206601.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -206802.562500 Penalty: 801.629578
	Iteration 8Q: 3 clusters Score -206802.6 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -206985.250000 Penalty: 801.629578
	Iteration 9Q: 3 clusters Score -206985.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -207101.984375 Penalty: 801.629578
	Iteration 10Q: 3 clusters Score -207102 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -207162.875000 Penalty: 801.629578
	Iteration 11Q: 3 clusters Score -207162.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -207196.343750 Penalty: 801.629578
	Iteration 12Q: 3 clusters Score -207196.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -207222.343750 Penalty: 801.629578
	Iteration 13Q: 3 clusters Score -207222.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -207239.703125 Penalty: 801.629578
	Iteration 14Q: 3 clusters Score -207239.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -207257.671875 Penalty: 801.629578
	Iteration 15Q: 3 clusters Score -207257.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -207275.171875 Penalty: 801.629578
	Iteration 16Q: 3 clusters Score -207275.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -207291.359375 Penalty: 801.629578
	Iteration 17Q: 3 clusters Score -207291.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -207309.312500 Penalty: 801.629578
	Iteration 18Q: 3 clusters Score -207309.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -207323.578125 Penalty: 801.629578
	Iteration 19Q: 3 clusters Score -207323.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -207336.234375 Penalty: 801.629578
	Iteration 20F: 3 clusters Score -207336.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -207351.734375 Penalty: 801.629578
	Iteration 21Q: 3 clusters Score -207351.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -207365.187500 Penalty: 801.629578
	Iteration 22Q: 3 clusters Score -207365.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -207374.875000 Penalty: 801.629578
	Iteration 23Q: 3 clusters Score -207374.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -207387.937500 Penalty: 801.629578
	Iteration 24Q: 3 clusters Score -207387.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -207402.453125 Penalty: 801.629578
	Iteration 25Q: 3 clusters Score -207402.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -207422.828125 Penalty: 801.629578
	Iteration 26Q: 3 clusters Score -207422.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -207448.296875 Penalty: 801.629578
	Iteration 27Q: 3 clusters Score -207448.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -207480.406250 Penalty: 801.629578
	Iteration 28Q: 3 clusters Score -207480.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -207511.406250 Penalty: 801.629578
	Iteration 29Q: 3 clusters Score -207511.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -207541.359375 Penalty: 801.629578
	Iteration 30Q: 3 clusters Score -207541.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -207575.656250 Penalty: 801.629578
	Iteration 31Q: 3 clusters Score -207575.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -207613.937500 Penalty: 801.629578
	Iteration 32Q: 3 clusters Score -207613.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -207646.921875 Penalty: 801.629578
	Iteration 33Q: 3 clusters Score -207646.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -207680.578125 Penalty: 801.629578
	Iteration 34Q: 3 clusters Score -207680.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -207715.781250 Penalty: 801.629578
	Iteration 35Q: 3 clusters Score -207715.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -207747.781250 Penalty: 801.629578
	Iteration 36Q: 3 clusters Score -207747.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -207786.546875 Penalty: 801.629578
	Iteration 37Q: 3 clusters Score -207786.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -207823.875000 Penalty: 801.629578
	Iteration 38Q: 3 clusters Score -207823.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -207851.500000 Penalty: 801.629578
	Iteration 39Q: 3 clusters Score -207851.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -207888.265625 Penalty: 801.629578
	Iteration 40F: 3 clusters Score -207888.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -207921.781250 Penalty: 801.629578
	Iteration 41Q: 3 clusters Score -207921.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -207964.453125 Penalty: 801.629578
	Iteration 42Q: 3 clusters Score -207964.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -208011.359375 Penalty: 801.629578
	Iteration 43Q: 3 clusters Score -208011.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -208048.062500 Penalty: 801.629578
	Iteration 44Q: 3 clusters Score -208048.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -208076.281250 Penalty: 801.629578
	Iteration 45Q: 3 clusters Score -208076.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -208109.156250 Penalty: 801.629578
	Iteration 46Q: 3 clusters Score -208109.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -208127.781250 Penalty: 801.629578
	Iteration 47Q: 3 clusters Score -208127.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -208144.828125 Penalty: 801.629578
	Iteration 48Q: 3 clusters Score -208144.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -208155.609375 Penalty: 801.629578
	Iteration 49Q: 3 clusters Score -208155.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -208160.906250 Penalty: 801.629578
	Iteration 50Q: 3 clusters Score -208160.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -208168.093750 Penalty: 801.629578
	Iteration 51Q: 3 clusters Score -208168.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -208174.781250 Penalty: 801.629578
	Iteration 52Q: 3 clusters Score -208174.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -208179.703125 Penalty: 801.629578
	Iteration 53Q: 3 clusters Score -208179.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -208181.968750 Penalty: 801.629578
	Iteration 54Q: 3 clusters Score -208182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -208184.328125 Penalty: 801.629578
	Iteration 55Q: 3 clusters Score -208184.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -208188.265625 Penalty: 801.629578
	Iteration 56Q: 3 clusters Score -208188.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -208194.406250 Penalty: 801.629578
	Iteration 57Q: 3 clusters Score -208194.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -208199.734375 Penalty: 801.629578
	Iteration 58Q: 3 clusters Score -208199.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -208203.078125 Penalty: 801.629578
	Iteration 59Q: 3 clusters Score -208203.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -208204.890625 Penalty: 801.629578
	Iteration 60F: 3 clusters Score -208204.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -208206.953125 Penalty: 801.629578
	Iteration 61Q: 3 clusters Score -208207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -208209.187500 Penalty: 801.629578
	Iteration 62Q: 3 clusters Score -208209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -208209.828125 Penalty: 801.629578
	Iteration 63Q: 3 clusters Score -208209.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -208209.828125 Penalty: 801.629578
	Iteration 64F: 3 clusters Score -208209.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (143 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Entering Unmasked Estep 
Score: -3186.277100 Penalty: 225.809448
	Iteration 0F: 2 clusters Score -3186.277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -2949.404541 Penalty: 451.618896
	Iteration 0F: 3 clusters Score -2949.405 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -3004.430176 Penalty: 451.618896
	Iteration 1F: 3 clusters Score -3004.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3012.075684 Penalty: 451.618896
	Iteration 2F: 3 clusters Score -3012.076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3014.987305 Penalty: 451.618896
	Iteration 3Q: 3 clusters Score -3014.987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -3014.987305 Penalty: 451.618896
	Iteration 4F: 3 clusters Score -3014.987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41407 members 
Mstep: Class 6 contains 55063 members 
Mstep: Class 7 contains 21007 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 44985 members 
Mstep: Class 10 contains 143652 members 
Mstep: Class 11 contains 119322 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 10406 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2752 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4096 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6695 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736153.000000 Penalty: 14978.081055
Iteration 239Q: 26 clusters Score -1.573615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41406 members 
Mstep: Class 6 contains 55062 members 
Mstep: Class 7 contains 21015 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 44979 members 
Mstep: Class 10 contains 143652 members 
Mstep: Class 11 contains 119319 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 10407 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2754 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4096 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6695 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736151.000000 Penalty: 14978.081055
Iteration 240F: 26 clusters Score -1.573615e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41405 members 
Mstep: Class 6 contains 55061 members 
Mstep: Class 7 contains 21021 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 44977 members 
Mstep: Class 10 contains 143651 members 
Mstep: Class 11 contains 119317 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 10408 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2755 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4096 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6695 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736156.000000 Penalty: 14978.081055
Iteration 241Q: 26 clusters Score -1.573616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41405 members 
Mstep: Class 6 contains 55062 members 
Mstep: Class 7 contains 21030 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 44972 members 
Mstep: Class 10 contains 143651 members 
Mstep: Class 11 contains 119309 members 
Mstep: Class 12 contains 6003 members 
Mstep: Class 13 contains 3419 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 10409 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2755 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736150.000000 Penalty: 14978.081055
Iteration 242Q: 26 clusters Score -1.573615e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41407 members 
Mstep: Class 6 contains 55064 members 
Mstep: Class 7 contains 21041 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 44965 members 
Mstep: Class 10 contains 143651 members 
Mstep: Class 11 contains 119301 members 
Mstep: Class 12 contains 6003 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 10410 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2755 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736147.000000 Penalty: 14978.081055
Iteration 243Q: 26 clusters Score -1.573615e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41406 members 
Mstep: Class 6 contains 55066 members 
Mstep: Class 7 contains 21051 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 44957 members 
Mstep: Class 10 contains 143651 members 
Mstep: Class 11 contains 119296 members 
Mstep: Class 12 contains 6003 members 
Mstep: Class 13 contains 3419 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 10411 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2755 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736144.000000 Penalty: 14978.081055
Iteration 244Q: 26 clusters Score -1.573614e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41405 members 
Mstep: Class 6 contains 55066 members 
Mstep: Class 7 contains 21061 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 44951 members 
Mstep: Class 10 contains 143650 members 
Mstep: Class 11 contains 119291 members 
Mstep: Class 12 contains 6003 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 10416 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4096 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736157.000000 Penalty: 14978.081055
Iteration 245Q: 26 clusters Score -1.573616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41403 members 
Mstep: Class 6 contains 55067 members 
Mstep: Class 7 contains 21075 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 44936 members 
Mstep: Class 10 contains 143650 members 
Mstep: Class 11 contains 119289 members 
Mstep: Class 12 contains 6003 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 10419 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4096 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736162.000000 Penalty: 14978.081055
Iteration 246Q: 26 clusters Score -1.573616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41400 members 
Mstep: Class 6 contains 55068 members 
Mstep: Class 7 contains 21090 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 44927 members 
Mstep: Class 10 contains 143649 members 
Mstep: Class 11 contains 119286 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736146.000000 Penalty: 14978.081055
Iteration 247Q: 26 clusters Score -1.573615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41396 members 
Mstep: Class 6 contains 55069 members 
Mstep: Class 7 contains 21107 members 
Mstep: Class 8 contains 2377 members 
Mstep: Class 9 contains 44917 members 
Mstep: Class 10 contains 143650 members 
Mstep: Class 11 contains 119282 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736164.000000 Penalty: 14978.081055
Iteration 248Q: 26 clusters Score -1.573616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41394 members 
Mstep: Class 6 contains 55073 members 
Mstep: Class 7 contains 21122 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 44906 members 
Mstep: Class 10 contains 143650 members 
Mstep: Class 11 contains 119278 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 3417 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736166.000000 Penalty: 14978.081055
Iteration 249Q: 26 clusters Score -1.573617e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41392 members 
Mstep: Class 6 contains 55075 members 
Mstep: Class 7 contains 21139 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 44890 members 
Mstep: Class 10 contains 143648 members 
Mstep: Class 11 contains 119278 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736156.000000 Penalty: 14978.081055
Iteration 250Q: 26 clusters Score -1.573616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41392 members 
Mstep: Class 6 contains 55075 members 
Mstep: Class 7 contains 21157 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 44871 members 
Mstep: Class 10 contains 143647 members 
Mstep: Class 11 contains 119278 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 3419 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736160.000000 Penalty: 14978.081055
Iteration 251Q: 26 clusters Score -1.573616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41394 members 
Mstep: Class 6 contains 55079 members 
Mstep: Class 7 contains 21168 members 
Mstep: Class 8 contains 2376 members 
Mstep: Class 9 contains 44857 members 
Mstep: Class 10 contains 143645 members 
Mstep: Class 11 contains 119276 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 3420 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 4097 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736156.000000 Penalty: 14978.081055
Iteration 252Q: 26 clusters Score -1.573616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4009 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41394 members 
Mstep: Class 6 contains 55080 members 
Mstep: Class 7 contains 21181 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 44845 members 
Mstep: Class 10 contains 143644 members 
Mstep: Class 11 contains 119276 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 3422 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 16991 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 4095 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736158.000000 Penalty: 14978.081055
Iteration 253Q: 26 clusters Score -1.573616e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41399 members 
Mstep: Class 6 contains 55079 members 
Mstep: Class 7 contains 21194 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 44830 members 
Mstep: Class 10 contains 143644 members 
Mstep: Class 11 contains 119276 members 
Mstep: Class 12 contains 6002 members 
Mstep: Class 13 contains 3422 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 10420 members 
Mstep: Class 16 contains 16990 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736162.000000 Penalty: 14978.081055
Iteration 254Q: 26 clusters Score -1.573616e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41398 members 
Mstep: Class 6 contains 55079 members 
Mstep: Class 7 contains 21209 members 
Mstep: Class 8 contains 2374 members 
Mstep: Class 9 contains 44820 members 
Mstep: Class 10 contains 143642 members 
Mstep: Class 11 contains 119278 members 
Mstep: Class 12 contains 6001 members 
Mstep: Class 13 contains 3422 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 10421 members 
Mstep: Class 16 contains 16988 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 4091 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736169.000000 Penalty: 14978.081055
Iteration 255Q: 26 clusters Score -1.573617e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41398 members 
Mstep: Class 6 contains 55078 members 
Mstep: Class 7 contains 21223 members 
Mstep: Class 8 contains 2373 members 
Mstep: Class 9 contains 44815 members 
Mstep: Class 10 contains 143638 members 
Mstep: Class 11 contains 119278 members 
Mstep: Class 12 contains 5999 members 
Mstep: Class 13 contains 3422 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 10424 members 
Mstep: Class 16 contains 16984 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2417 members 
Mstep: Class 19 contains 4091 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8666 members 
Mstep: Class 23 contains 6080 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736148.000000 Penalty: 14978.081055
Iteration 256Q: 26 clusters Score -1.573615e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41397 members 
Mstep: Class 6 contains 55077 members 
Mstep: Class 7 contains 21239 members 
Mstep: Class 8 contains 2371 members 
Mstep: Class 9 contains 44811 members 
Mstep: Class 10 contains 143634 members 
Mstep: Class 11 contains 119278 members 
Mstep: Class 12 contains 5998 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 10424 members 
Mstep: Class 16 contains 16981 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4091 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8665 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736144.000000 Penalty: 14978.081055
Iteration 257Q: 26 clusters Score -1.573614e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41398 members 
Mstep: Class 6 contains 55077 members 
Mstep: Class 7 contains 21254 members 
Mstep: Class 8 contains 2369 members 
Mstep: Class 9 contains 44811 members 
Mstep: Class 10 contains 143631 members 
Mstep: Class 11 contains 119275 members 
Mstep: Class 12 contains 5997 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 10425 members 
Mstep: Class 16 contains 16977 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4091 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8662 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736151.000000 Penalty: 14978.081055
Iteration 258Q: 26 clusters Score -1.573615e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41401 members 
Mstep: Class 6 contains 55077 members 
Mstep: Class 7 contains 21272 members 
Mstep: Class 8 contains 2367 members 
Mstep: Class 9 contains 44803 members 
Mstep: Class 10 contains 143628 members 
Mstep: Class 11 contains 119271 members 
Mstep: Class 12 contains 5995 members 
Mstep: Class 13 contains 3421 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 10427 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4091 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8661 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736124.000000 Penalty: 14978.081055
Iteration 259Q: 26 clusters Score -1.573612e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41400 members 
Mstep: Class 6 contains 55079 members 
Mstep: Class 7 contains 21290 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 44793 members 
Mstep: Class 10 contains 143624 members 
Mstep: Class 11 contains 119269 members 
Mstep: Class 12 contains 5993 members 
Mstep: Class 13 contains 3421 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 10431 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8658 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736110.000000 Penalty: 14978.081055
Iteration 260F: 26 clusters Score -1.573611e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41402 members 
Mstep: Class 6 contains 55078 members 
Mstep: Class 7 contains 21301 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 44787 members 
Mstep: Class 10 contains 143623 members 
Mstep: Class 11 contains 119263 members 
Mstep: Class 12 contains 5990 members 
Mstep: Class 13 contains 3421 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 16979 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8658 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6695 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736121.000000 Penalty: 14978.081055
Iteration 261Q: 26 clusters Score -1.573612e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41405 members 
Mstep: Class 6 contains 55078 members 
Mstep: Class 7 contains 21311 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 44781 members 
Mstep: Class 10 contains 143623 members 
Mstep: Class 11 contains 119257 members 
Mstep: Class 12 contains 5990 members 
Mstep: Class 13 contains 3421 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4087 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8658 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736100.000000 Penalty: 14978.081055
Iteration 262Q: 26 clusters Score -1.57361e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41408 members 
Mstep: Class 6 contains 55077 members 
Mstep: Class 7 contains 21322 members 
Mstep: Class 8 contains 2365 members 
Mstep: Class 9 contains 44775 members 
Mstep: Class 10 contains 143622 members 
Mstep: Class 11 contains 119254 members 
Mstep: Class 12 contains 5989 members 
Mstep: Class 13 contains 3419 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10437 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4085 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8658 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736116.000000 Penalty: 14978.081055
Iteration 263Q: 26 clusters Score -1.573612e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41414 members 
Mstep: Class 6 contains 55074 members 
Mstep: Class 7 contains 21330 members 
Mstep: Class 8 contains 2364 members 
Mstep: Class 9 contains 44766 members 
Mstep: Class 10 contains 143622 members 
Mstep: Class 11 contains 119245 members 
Mstep: Class 12 contains 5987 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10449 members 
Mstep: Class 16 contains 16977 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8658 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736125.000000 Penalty: 14978.081055
Iteration 264Q: 26 clusters Score -1.573612e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41416 members 
Mstep: Class 6 contains 55071 members 
Mstep: Class 7 contains 21339 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 44765 members 
Mstep: Class 10 contains 143619 members 
Mstep: Class 11 contains 119236 members 
Mstep: Class 12 contains 5985 members 
Mstep: Class 13 contains 3418 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10458 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8658 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736131.000000 Penalty: 14978.081055
Iteration 265Q: 26 clusters Score -1.573613e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41417 members 
Mstep: Class 6 contains 55067 members 
Mstep: Class 7 contains 21350 members 
Mstep: Class 8 contains 2358 members 
Mstep: Class 9 contains 44757 members 
Mstep: Class 10 contains 143617 members 
Mstep: Class 11 contains 119231 members 
Mstep: Class 12 contains 5984 members 
Mstep: Class 13 contains 3419 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 10465 members 
Mstep: Class 16 contains 16977 members 
Mstep: Class 17 contains 2756 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4087 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8659 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6698 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736140.000000 Penalty: 14978.081055
Iteration 266Q: 26 clusters Score -1.573614e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41415 members 
Mstep: Class 6 contains 55058 members 
Mstep: Class 7 contains 21365 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 44752 members 
Mstep: Class 10 contains 143615 members 
Mstep: Class 11 contains 119224 members 
Mstep: Class 12 contains 5983 members 
Mstep: Class 13 contains 3420 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 10476 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4088 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8660 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6698 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736144.000000 Penalty: 14978.081055
Iteration 267Q: 26 clusters Score -1.573614e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41413 members 
Mstep: Class 6 contains 55053 members 
Mstep: Class 7 contains 21377 members 
Mstep: Class 8 contains 2353 members 
Mstep: Class 9 contains 44749 members 
Mstep: Class 10 contains 143608 members 
Mstep: Class 11 contains 119224 members 
Mstep: Class 12 contains 5983 members 
Mstep: Class 13 contains 3420 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 10483 members 
Mstep: Class 16 contains 16975 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8660 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6698 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736152.000000 Penalty: 14978.081055
Iteration 268Q: 26 clusters Score -1.573615e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41416 members 
Mstep: Class 6 contains 55050 members 
Mstep: Class 7 contains 21388 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44745 members 
Mstep: Class 10 contains 143602 members 
Mstep: Class 11 contains 119222 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 3421 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 10486 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2757 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8659 members 
Mstep: Class 23 contains 6081 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736157.000000 Penalty: 14978.081055
Iteration 269Q: 26 clusters Score -1.573616e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 468 members 
Mstep: Class 5 contains 41421 members 
Mstep: Class 6 contains 55046 members 
Mstep: Class 7 contains 21396 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44738 members 
Mstep: Class 10 contains 143599 members 
Mstep: Class 11 contains 119221 members 
Mstep: Class 12 contains 5980 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 10488 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8659 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736168.000000 Penalty: 14978.081055
Iteration 270Q: 26 clusters Score -1.573617e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41428 members 
Mstep: Class 6 contains 55047 members 
Mstep: Class 7 contains 21404 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44734 members 
Mstep: Class 10 contains 143592 members 
Mstep: Class 11 contains 119217 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 10490 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8659 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736180.000000 Penalty: 14978.081055
Iteration 271Q: 26 clusters Score -1.573618e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41430 members 
Mstep: Class 6 contains 55046 members 
Mstep: Class 7 contains 21415 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44729 members 
Mstep: Class 10 contains 143587 members 
Mstep: Class 11 contains 119216 members 
Mstep: Class 12 contains 5973 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10491 members 
Mstep: Class 16 contains 16979 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8659 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736157.000000 Penalty: 14978.081055
Iteration 272Q: 26 clusters Score -1.573616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41431 members 
Mstep: Class 6 contains 55044 members 
Mstep: Class 7 contains 21417 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44731 members 
Mstep: Class 10 contains 143584 members 
Mstep: Class 11 contains 119216 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3426 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10494 members 
Mstep: Class 16 contains 16975 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8659 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736154.000000 Penalty: 14978.081055
Iteration 273Q: 26 clusters Score -1.573615e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41432 members 
Mstep: Class 6 contains 55045 members 
Mstep: Class 7 contains 21419 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44730 members 
Mstep: Class 10 contains 143578 members 
Mstep: Class 11 contains 119217 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 3427 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 10495 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8659 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736161.000000 Penalty: 14978.081055
Iteration 274Q: 26 clusters Score -1.573616e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41432 members 
Mstep: Class 6 contains 55042 members 
Mstep: Class 7 contains 21423 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44732 members 
Mstep: Class 10 contains 143571 members 
Mstep: Class 11 contains 119215 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 3427 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 10500 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8658 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736159.000000 Penalty: 14978.081055
Iteration 275Q: 26 clusters Score -1.573616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41437 members 
Mstep: Class 6 contains 55039 members 
Mstep: Class 7 contains 21428 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44728 members 
Mstep: Class 10 contains 143568 members 
Mstep: Class 11 contains 119214 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 3426 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 10502 members 
Mstep: Class 16 contains 16979 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8656 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736150.000000 Penalty: 14978.081055
Iteration 276Q: 26 clusters Score -1.573615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41443 members 
Mstep: Class 6 contains 55039 members 
Mstep: Class 7 contains 21435 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44719 members 
Mstep: Class 10 contains 143566 members 
Mstep: Class 11 contains 119212 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 10503 members 
Mstep: Class 16 contains 16979 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8655 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736159.000000 Penalty: 14978.081055
Iteration 277Q: 26 clusters Score -1.573616e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41445 members 
Mstep: Class 6 contains 55039 members 
Mstep: Class 7 contains 21440 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44719 members 
Mstep: Class 10 contains 143560 members 
Mstep: Class 11 contains 119211 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 10503 members 
Mstep: Class 16 contains 16981 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4089 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8652 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736157.000000 Penalty: 14978.081055
Iteration 278Q: 26 clusters Score -1.573616e+07 nChanged 20
Entering ConstructFrom: 
Score: -15736157.000000 Penalty: 14978.081055
Entering ConstructFrom: 
Trying to split cluster 1 (4423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Entering Unmasked Estep 
Score: -144160.718750 Penalty: 381.953094
	Iteration 0F: 2 clusters Score -144160.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -141144.687500 Penalty: 763.906189
	Iteration 0F: 3 clusters Score -141144.7 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -142296.421875 Penalty: 763.906189
	Iteration 1F: 3 clusters Score -142296.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -142467.796875 Penalty: 763.906189
	Iteration 2F: 3 clusters Score -142467.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -142635.125000 Penalty: 763.906189
	Iteration 3F: 3 clusters Score -142635.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -142811.125000 Penalty: 763.906189
	Iteration 4F: 3 clusters Score -142811.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -142966.687500 Penalty: 763.906189
	Iteration 5Q: 3 clusters Score -142966.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -143082.750000 Penalty: 763.906189
	Iteration 6Q: 3 clusters Score -143082.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -143181.765625 Penalty: 763.906189
	Iteration 7Q: 3 clusters Score -143181.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -143244.828125 Penalty: 763.906189
	Iteration 8Q: 3 clusters Score -143244.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -143282.812500 Penalty: 763.906189
	Iteration 9Q: 3 clusters Score -143282.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -143315.093750 Penalty: 763.906189
	Iteration 10Q: 3 clusters Score -143315.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -143349.328125 Penalty: 763.906189
	Iteration 11Q: 3 clusters Score -143349.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -143378.203125 Penalty: 763.906189
	Iteration 12Q: 3 clusters Score -143378.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -143402.078125 Penalty: 763.906189
	Iteration 13Q: 3 clusters Score -143402.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -143431.703125 Penalty: 763.906189
	Iteration 14Q: 3 clusters Score -143431.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -143451.578125 Penalty: 763.906189
	Iteration 15Q: 3 clusters Score -143451.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -143464.468750 Penalty: 763.906189
	Iteration 16Q: 3 clusters Score -143464.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -143476.218750 Penalty: 763.906189
	Iteration 17Q: 3 clusters Score -143476.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -143487.718750 Penalty: 763.906189
	Iteration 18Q: 3 clusters Score -143487.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -143501.296875 Penalty: 763.906189
	Iteration 19Q: 3 clusters Score -143501.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -143519.359375 Penalty: 763.906189
	Iteration 20F: 3 clusters Score -143519.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -143534.937500 Penalty: 763.906189
	Iteration 21Q: 3 clusters Score -143534.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -143545.625000 Penalty: 763.906189
	Iteration 22Q: 3 clusters Score -143545.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -143558.812500 Penalty: 763.906189
	Iteration 23Q: 3 clusters Score -143558.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -143571.531250 Penalty: 763.906189
	Iteration 24Q: 3 clusters Score -143571.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -143586.562500 Penalty: 763.906189
	Iteration 25Q: 3 clusters Score -143586.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -143600.890625 Penalty: 763.906189
	Iteration 26Q: 3 clusters Score -143600.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -143615.437500 Penalty: 763.906189
	Iteration 27Q: 3 clusters Score -143615.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -143633.640625 Penalty: 763.906189
	Iteration 28Q: 3 clusters Score -143633.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -143650.890625 Penalty: 763.906189
	Iteration 29Q: 3 clusters Score -143650.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -143668.421875 Penalty: 763.906189
	Iteration 30Q: 3 clusters Score -143668.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -143689.906250 Penalty: 763.906189
	Iteration 31Q: 3 clusters Score -143689.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -143708.093750 Penalty: 763.906189
	Iteration 32Q: 3 clusters Score -143708.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -143723.812500 Penalty: 763.906189
	Iteration 33Q: 3 clusters Score -143723.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -143736.703125 Penalty: 763.906189
	Iteration 34Q: 3 clusters Score -143736.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -143749.781250 Penalty: 763.906189
	Iteration 35Q: 3 clusters Score -143749.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -143768.140625 Penalty: 763.906189
	Iteration 36Q: 3 clusters Score -143768.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -143783.812500 Penalty: 763.906189
	Iteration 37Q: 3 clusters Score -143783.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -143792.562500 Penalty: 763.906189
	Iteration 38Q: 3 clusters Score -143792.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -143801.406250 Penalty: 763.906189
	Iteration 39Q: 3 clusters Score -143801.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -143807.140625 Penalty: 763.906189
	Iteration 40F: 3 clusters Score -143807.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -143811.234375 Penalty: 763.906189
	Iteration 41Q: 3 clusters Score -143811.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -143818.031250 Penalty: 763.906189
	Iteration 42Q: 3 clusters Score -143818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -143821.984375 Penalty: 763.906189
	Iteration 43Q: 3 clusters Score -143822 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -143822.625000 Penalty: 763.906189
	Iteration 44Q: 3 clusters Score -143822.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -143822.953125 Penalty: 763.906189
	Iteration 45Q: 3 clusters Score -143823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -143823.687500 Penalty: 763.906189
	Iteration 46Q: 3 clusters Score -143823.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -143823.687500 Penalty: 763.906189
	Iteration 47F: 3 clusters Score -143823.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -29858.673828 Penalty: 310.360382
	Iteration 0F: 2 clusters Score -29858.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -29100.238281 Penalty: 620.720764
	Iteration 0F: 3 clusters Score -29100.24 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -29317.041016 Penalty: 620.720764
	Iteration 1F: 3 clusters Score -29317.04 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -29366.232422 Penalty: 620.720764
	Iteration 2F: 3 clusters Score -29366.23 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -29388.998047 Penalty: 620.720764
	Iteration 3Q: 3 clusters Score -29389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -29401.484375 Penalty: 620.720764
	Iteration 4Q: 3 clusters Score -29401.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -29411.064453 Penalty: 620.720764
	Iteration 5Q: 3 clusters Score -29411.06 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -29418.695312 Penalty: 620.720764
	Iteration 6Q: 3 clusters Score -29418.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -29423.214844 Penalty: 620.720764
	Iteration 7Q: 3 clusters Score -29423.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -29425.945312 Penalty: 620.720764
	Iteration 8Q: 3 clusters Score -29425.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -29427.859375 Penalty: 620.720764
	Iteration 9Q: 3 clusters Score -29427.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -29432.097656 Penalty: 620.720764
	Iteration 10Q: 3 clusters Score -29432.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -29436.093750 Penalty: 620.720764
	Iteration 11Q: 3 clusters Score -29436.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -29439.482422 Penalty: 620.720764
	Iteration 12Q: 3 clusters Score -29439.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -29443.560547 Penalty: 620.720764
	Iteration 13Q: 3 clusters Score -29443.56 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -29447.775391 Penalty: 620.720764
	Iteration 14Q: 3 clusters Score -29447.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -29451.578125 Penalty: 620.720764
	Iteration 15Q: 3 clusters Score -29451.58 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -29453.937500 Penalty: 620.720764
	Iteration 16Q: 3 clusters Score -29453.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -29456.117188 Penalty: 620.720764
	Iteration 17Q: 3 clusters Score -29456.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -29459.009766 Penalty: 620.720764
	Iteration 18Q: 3 clusters Score -29459.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -29461.824219 Penalty: 620.720764
	Iteration 19Q: 3 clusters Score -29461.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -29463.677734 Penalty: 620.720764
	Iteration 20F: 3 clusters Score -29463.68 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -29465.203125 Penalty: 620.720764
	Iteration 21Q: 3 clusters Score -29465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -29466.285156 Penalty: 620.720764
	Iteration 22Q: 3 clusters Score -29466.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -29467.699219 Penalty: 620.720764
	Iteration 23Q: 3 clusters Score -29467.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -29468.369141 Penalty: 620.720764
	Iteration 24Q: 3 clusters Score -29468.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -29469.136719 Penalty: 620.720764
	Iteration 25Q: 3 clusters Score -29469.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -29470.306641 Penalty: 620.720764
	Iteration 26Q: 3 clusters Score -29470.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -29472.710938 Penalty: 620.720764
	Iteration 27Q: 3 clusters Score -29472.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -29473.613281 Penalty: 620.720764
	Iteration 28Q: 3 clusters Score -29473.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -29475.289062 Penalty: 620.720764
	Iteration 29Q: 3 clusters Score -29475.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -29476.916016 Penalty: 620.720764
	Iteration 30Q: 3 clusters Score -29476.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -29477.771484 Penalty: 620.720764
	Iteration 31Q: 3 clusters Score -29477.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -29478.677734 Penalty: 620.720764
	Iteration 32Q: 3 clusters Score -29478.68 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -29479.630859 Penalty: 620.720764
	Iteration 33Q: 3 clusters Score -29479.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -29480.601562 Penalty: 620.720764
	Iteration 34Q: 3 clusters Score -29480.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -29484.267578 Penalty: 620.720764
	Iteration 35Q: 3 clusters Score -29484.27 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -29488.292969 Penalty: 620.720764
	Iteration 36Q: 3 clusters Score -29488.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -29489.482422 Penalty: 620.720764
	Iteration 37Q: 3 clusters Score -29489.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -29493.154297 Penalty: 620.720764
	Iteration 38Q: 3 clusters Score -29493.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -29494.833984 Penalty: 620.720764
	Iteration 39Q: 3 clusters Score -29494.83 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -29496.841797 Penalty: 620.720764
	Iteration 40F: 3 clusters Score -29496.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -29500.740234 Penalty: 620.720764
	Iteration 41Q: 3 clusters Score -29500.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -29503.619141 Penalty: 620.720764
	Iteration 42Q: 3 clusters Score -29503.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -29505.402344 Penalty: 620.720764
	Iteration 43Q: 3 clusters Score -29505.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -29508.152344 Penalty: 620.720764
	Iteration 44Q: 3 clusters Score -29508.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -29509.859375 Penalty: 620.720764
	Iteration 45Q: 3 clusters Score -29509.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -29511.023438 Penalty: 620.720764
	Iteration 46Q: 3 clusters Score -29511.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -29511.621094 Penalty: 620.720764
	Iteration 47Q: 3 clusters Score -29511.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -29513.023438 Penalty: 620.720764
	Iteration 48Q: 3 clusters Score -29513.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -29513.578125 Penalty: 620.720764
	Iteration 49Q: 3 clusters Score -29513.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -29514.560547 Penalty: 620.720764
	Iteration 50Q: 3 clusters Score -29514.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -29514.857422 Penalty: 620.720764
	Iteration 51Q: 3 clusters Score -29514.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -29515.173828 Penalty: 620.720764
	Iteration 52Q: 3 clusters Score -29515.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -29516.275391 Penalty: 620.720764
	Iteration 53Q: 3 clusters Score -29516.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -29516.609375 Penalty: 620.720764
	Iteration 54Q: 3 clusters Score -29516.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -29516.876953 Penalty: 620.720764
	Iteration 55Q: 3 clusters Score -29516.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -29516.876953 Penalty: 620.720764
	Iteration 56F: 3 clusters Score -29516.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Entering Unmasked Estep 
Score: -118475.914062 Penalty: 377.504211
	Iteration 0F: 2 clusters Score -118475.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -115778.648438 Penalty: 755.008423
	Iteration 0F: 3 clusters Score -115778.6 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -116855.546875 Penalty: 755.008423
	Iteration 1F: 3 clusters Score -116855.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -117053.125000 Penalty: 755.008423
	Iteration 2F: 3 clusters Score -117053.1 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -117272.773438 Penalty: 755.008423
	Iteration 3F: 3 clusters Score -117272.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -117447.789062 Penalty: 755.008423
	Iteration 4F: 3 clusters Score -117447.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -117584.015625 Penalty: 755.008423
	Iteration 5Q: 3 clusters Score -117584 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -117655.750000 Penalty: 755.008423
	Iteration 6Q: 3 clusters Score -117655.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -117697.078125 Penalty: 755.008423
	Iteration 7Q: 3 clusters Score -117697.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -117716.734375 Penalty: 755.008423
	Iteration 8Q: 3 clusters Score -117716.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -117727.710938 Penalty: 755.008423
	Iteration 9Q: 3 clusters Score -117727.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -117734.281250 Penalty: 755.008423
	Iteration 10Q: 3 clusters Score -117734.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -117739.390625 Penalty: 755.008423
	Iteration 11Q: 3 clusters Score -117739.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -117746.414062 Penalty: 755.008423
	Iteration 12Q: 3 clusters Score -117746.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -117751.695312 Penalty: 755.008423
	Iteration 13Q: 3 clusters Score -117751.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -117757.867188 Penalty: 755.008423
	Iteration 14Q: 3 clusters Score -117757.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -117762.117188 Penalty: 755.008423
	Iteration 15Q: 3 clusters Score -117762.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -117768.406250 Penalty: 755.008423
	Iteration 16Q: 3 clusters Score -117768.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -117775.101562 Penalty: 755.008423
	Iteration 17Q: 3 clusters Score -117775.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -117782.570312 Penalty: 755.008423
	Iteration 18Q: 3 clusters Score -117782.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -117792.445312 Penalty: 755.008423
	Iteration 19Q: 3 clusters Score -117792.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -117800.914062 Penalty: 755.008423
	Iteration 20F: 3 clusters Score -117800.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -117810.609375 Penalty: 755.008423
	Iteration 21Q: 3 clusters Score -117810.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -117820.726562 Penalty: 755.008423
	Iteration 22Q: 3 clusters Score -117820.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -117833.554688 Penalty: 755.008423
	Iteration 23Q: 3 clusters Score -117833.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -117842.960938 Penalty: 755.008423
	Iteration 24Q: 3 clusters Score -117843 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -117857.750000 Penalty: 755.008423
	Iteration 25Q: 3 clusters Score -117857.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -117873.437500 Penalty: 755.008423
	Iteration 26Q: 3 clusters Score -117873.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -117894.796875 Penalty: 755.008423
	Iteration 27Q: 3 clusters Score -117894.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -117921.468750 Penalty: 755.008423
	Iteration 28Q: 3 clusters Score -117921.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -117951.085938 Penalty: 755.008423
	Iteration 29Q: 3 clusters Score -117951.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -117984.054688 Penalty: 755.008423
	Iteration 30Q: 3 clusters Score -117984.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -118012.664062 Penalty: 755.008423
	Iteration 31Q: 3 clusters Score -118012.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -118034.085938 Penalty: 755.008423
	Iteration 32Q: 3 clusters Score -118034.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -118055.046875 Penalty: 755.008423
	Iteration 33Q: 3 clusters Score -118055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -118070.437500 Penalty: 755.008423
	Iteration 34Q: 3 clusters Score -118070.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -118088.218750 Penalty: 755.008423
	Iteration 35Q: 3 clusters Score -118088.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -118095.835938 Penalty: 755.008423
	Iteration 36Q: 3 clusters Score -118095.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -118100.687500 Penalty: 755.008423
	Iteration 37Q: 3 clusters Score -118100.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -118109.843750 Penalty: 755.008423
	Iteration 38Q: 3 clusters Score -118109.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -118119.507812 Penalty: 755.008423
	Iteration 39Q: 3 clusters Score -118119.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -118129.054688 Penalty: 755.008423
	Iteration 40F: 3 clusters Score -118129.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -118138.421875 Penalty: 755.008423
	Iteration 41Q: 3 clusters Score -118138.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -118146.171875 Penalty: 755.008423
	Iteration 42Q: 3 clusters Score -118146.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -118150.648438 Penalty: 755.008423
	Iteration 43Q: 3 clusters Score -118150.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -118154.687500 Penalty: 755.008423
	Iteration 44Q: 3 clusters Score -118154.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -118156.726562 Penalty: 755.008423
	Iteration 45Q: 3 clusters Score -118156.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -118157.500000 Penalty: 755.008423
	Iteration 46Q: 3 clusters Score -118157.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -118157.843750 Penalty: 755.008423
	Iteration 47Q: 3 clusters Score -118157.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -118157.843750 Penalty: 755.008423
	Iteration 48F: 3 clusters Score -118157.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -11573.738281 Penalty: 279.852417
	Iteration 0F: 2 clusters Score -11573.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -11112.214844 Penalty: 559.704834
	Iteration 0F: 3 clusters Score -11112.21 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11240.178711 Penalty: 559.704834
	Iteration 1F: 3 clusters Score -11240.18 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11272.025391 Penalty: 559.704834
	Iteration 2F: 3 clusters Score -11272.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -11294.477539 Penalty: 559.704834
	Iteration 3Q: 3 clusters Score -11294.48 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -11315.487305 Penalty: 559.704834
	Iteration 4Q: 3 clusters Score -11315.49 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -11331.876953 Penalty: 559.704834
	Iteration 5Q: 3 clusters Score -11331.88 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -11355.916016 Penalty: 559.704834
	Iteration 6F: 3 clusters Score -11355.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -11388.143555 Penalty: 559.704834
	Iteration 7Q: 3 clusters Score -11388.14 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11408.508789 Penalty: 559.704834
	Iteration 8Q: 3 clusters Score -11408.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -11414.652344 Penalty: 559.704834
	Iteration 9Q: 3 clusters Score -11414.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11425.781250 Penalty: 559.704834
	Iteration 10Q: 3 clusters Score -11425.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -11427.268555 Penalty: 559.704834
	Iteration 11Q: 3 clusters Score -11427.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -11431.891602 Penalty: 559.704834
	Iteration 12Q: 3 clusters Score -11431.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11436.724609 Penalty: 559.704834
	Iteration 13Q: 3 clusters Score -11436.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11441.953125 Penalty: 559.704834
	Iteration 14Q: 3 clusters Score -11441.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11446.535156 Penalty: 559.704834
	Iteration 15Q: 3 clusters Score -11446.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -11452.110352 Penalty: 559.704834
	Iteration 16Q: 3 clusters Score -11452.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -11461.384766 Penalty: 559.704834
	Iteration 17Q: 3 clusters Score -11461.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -11465.642578 Penalty: 559.704834
	Iteration 18Q: 3 clusters Score -11465.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -11468.119141 Penalty: 559.704834
	Iteration 19Q: 3 clusters Score -11468.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -11471.762695 Penalty: 559.704834
	Iteration 20F: 3 clusters Score -11471.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -11473.564453 Penalty: 559.704834
	Iteration 21Q: 3 clusters Score -11473.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -11475.890625 Penalty: 559.704834
	Iteration 22Q: 3 clusters Score -11475.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -11478.788086 Penalty: 559.704834
	Iteration 23Q: 3 clusters Score -11478.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11479.696289 Penalty: 559.704834
	Iteration 24Q: 3 clusters Score -11479.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11480.021484 Penalty: 559.704834
	Iteration 25Q: 3 clusters Score -11480.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11481.230469 Penalty: 559.704834
	Iteration 26Q: 3 clusters Score -11481.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11481.536133 Penalty: 559.704834
	Iteration 27Q: 3 clusters Score -11481.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11482.019531 Penalty: 559.704834
	Iteration 28Q: 3 clusters Score -11482.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -11482.441406 Penalty: 559.704834
	Iteration 29Q: 3 clusters Score -11482.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -11483.402344 Penalty: 559.704834
	Iteration 30Q: 3 clusters Score -11483.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11483.731445 Penalty: 559.704834
	Iteration 31Q: 3 clusters Score -11483.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -11483.731445 Penalty: 559.704834
	Iteration 32F: 3 clusters Score -11483.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Entering Unmasked Estep 
Score: -1324662.125000 Penalty: 483.762695
	Iteration 0F: 2 clusters Score -1324662 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -1296992.125000 Penalty: 967.525391
	Iteration 0F: 3 clusters Score -1296992 nChanged 19908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21293 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -1309329.125000 Penalty: 967.525391
	Iteration 1F: 3 clusters Score -1309329 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -1310409.125000 Penalty: 967.525391
	Iteration 2F: 3 clusters Score -1310409 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -1311596.375000 Penalty: 967.525391
	Iteration 3F: 3 clusters Score -1311596 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -1312814.500000 Penalty: 967.525391
	Iteration 4F: 3 clusters Score -1312814 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -1314000.750000 Penalty: 967.525391
	Iteration 5F: 3 clusters Score -1314001 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -1315350.375000 Penalty: 967.525391
	Iteration 6F: 3 clusters Score -1315350 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -1316917.500000 Penalty: 967.525391
	Iteration 7F: 3 clusters Score -1316918 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -1318432.750000 Penalty: 967.525391
	Iteration 8F: 3 clusters Score -1318433 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -1319664.500000 Penalty: 967.525391
	Iteration 9Q: 3 clusters Score -1319664 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24636 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -1320412.375000 Penalty: 967.525391
	Iteration 10Q: 3 clusters Score -1320412 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24681 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -1320876.250000 Penalty: 967.525391
	Iteration 11Q: 3 clusters Score -1320876 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -1321219.625000 Penalty: 967.525391
	Iteration 12Q: 3 clusters Score -1321220 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24749 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -1321488.875000 Penalty: 967.525391
	Iteration 13Q: 3 clusters Score -1321489 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 16582 members 
Entering Unmasked Estep 
Score: -1321715.250000 Penalty: 967.525391
	Iteration 14Q: 3 clusters Score -1321715 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1321909.375000 Penalty: 967.525391
	Iteration 15Q: 3 clusters Score -1321909 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -1322044.000000 Penalty: 967.525391
	Iteration 16Q: 3 clusters Score -1322044 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 16065 members 
Entering Unmasked Estep 
Score: -1322148.125000 Penalty: 967.525391
	Iteration 17Q: 3 clusters Score -1322148 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -1322210.125000 Penalty: 967.525391
	Iteration 18Q: 3 clusters Score -1322210 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -1322253.250000 Penalty: 967.525391
	Iteration 19Q: 3 clusters Score -1322253 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -1322286.125000 Penalty: 967.525391
	Iteration 20F: 3 clusters Score -1322286 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26105 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1322311.750000 Penalty: 967.525391
	Iteration 21Q: 3 clusters Score -1322312 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1322339.250000 Penalty: 967.525391
	Iteration 22Q: 3 clusters Score -1322339 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1322364.625000 Penalty: 967.525391
	Iteration 23Q: 3 clusters Score -1322365 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26681 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1322390.500000 Penalty: 967.525391
	Iteration 24Q: 3 clusters Score -1322390 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -1322420.875000 Penalty: 967.525391
	Iteration 25Q: 3 clusters Score -1322421 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27094 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1322453.125000 Penalty: 967.525391
	Iteration 26Q: 3 clusters Score -1322453 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27315 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -1322483.875000 Penalty: 967.525391
	Iteration 27Q: 3 clusters Score -1322484 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -1322509.875000 Penalty: 967.525391
	Iteration 28Q: 3 clusters Score -1322510 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -1322531.375000 Penalty: 967.525391
	Iteration 29Q: 3 clusters Score -1322531 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1322545.875000 Penalty: 967.525391
	Iteration 30Q: 3 clusters Score -1322546 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28072 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -1322568.375000 Penalty: 967.525391
	Iteration 31Q: 3 clusters Score -1322568 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -1322595.375000 Penalty: 967.525391
	Iteration 32Q: 3 clusters Score -1322595 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1322618.125000 Penalty: 967.525391
	Iteration 33Q: 3 clusters Score -1322618 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -1322653.500000 Penalty: 967.525391
	Iteration 34Q: 3 clusters Score -1322654 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -1322679.000000 Penalty: 967.525391
	Iteration 35Q: 3 clusters Score -1322679 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29100 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -1322705.000000 Penalty: 967.525391
	Iteration 36Q: 3 clusters Score -1322705 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -1322727.125000 Penalty: 967.525391
	Iteration 37Q: 3 clusters Score -1322727 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29479 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -1322752.250000 Penalty: 967.525391
	Iteration 38Q: 3 clusters Score -1322752 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -1322769.375000 Penalty: 967.525391
	Iteration 39Q: 3 clusters Score -1322769 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -1322784.375000 Penalty: 967.525391
	Iteration 40F: 3 clusters Score -1322784 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29918 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -1322797.875000 Penalty: 967.525391
	Iteration 41Q: 3 clusters Score -1322798 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -1322814.750000 Penalty: 967.525391
	Iteration 42Q: 3 clusters Score -1322815 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -1322818.375000 Penalty: 967.525391
	Iteration 43Q: 3 clusters Score -1322818 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -1322832.125000 Penalty: 967.525391
	Iteration 44Q: 3 clusters Score -1322832 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1322836.625000 Penalty: 967.525391
	Iteration 45Q: 3 clusters Score -1322837 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -1322851.125000 Penalty: 967.525391
	Iteration 46Q: 3 clusters Score -1322851 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1322862.625000 Penalty: 967.525391
	Iteration 47Q: 3 clusters Score -1322863 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1322868.875000 Penalty: 967.525391
	Iteration 48Q: 3 clusters Score -1322869 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30816 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -1322876.500000 Penalty: 967.525391
	Iteration 49Q: 3 clusters Score -1322876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1322881.500000 Penalty: 967.525391
	Iteration 50Q: 3 clusters Score -1322882 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30977 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1322883.750000 Penalty: 967.525391
	Iteration 51Q: 3 clusters Score -1322884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1322891.125000 Penalty: 967.525391
	Iteration 52Q: 3 clusters Score -1322891 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1322899.625000 Penalty: 967.525391
	Iteration 53Q: 3 clusters Score -1322900 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1322904.750000 Penalty: 967.525391
	Iteration 54Q: 3 clusters Score -1322905 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -1322904.875000 Penalty: 967.525391
	Iteration 55Q: 3 clusters Score -1322905 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -1322905.500000 Penalty: 967.525391
	Iteration 56Q: 3 clusters Score -1322906 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -1322911.875000 Penalty: 967.525391
	Iteration 57Q: 3 clusters Score -1322912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -1322911.000000 Penalty: 967.525391
	Iteration 58Q: 3 clusters Score -1322911 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31452 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1322912.625000 Penalty: 967.525391
	Iteration 59Q: 3 clusters Score -1322913 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1322912.750000 Penalty: 967.525391
	Iteration 60F: 3 clusters Score -1322913 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1322910.625000 Penalty: 967.525391
	Iteration 61Q: 3 clusters Score -1322911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1322912.125000 Penalty: 967.525391
	Iteration 62Q: 3 clusters Score -1322912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -1322912.500000 Penalty: 967.525391
	Iteration 63Q: 3 clusters Score -1322912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1322913.625000 Penalty: 967.525391
	Iteration 64Q: 3 clusters Score -1322914 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1322914.250000 Penalty: 967.525391
	Iteration 65Q: 3 clusters Score -1322914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -1322914.500000 Penalty: 967.525391
	Iteration 66Q: 3 clusters Score -1322914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31737 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -1322916.500000 Penalty: 967.525391
	Iteration 67Q: 3 clusters Score -1322916 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1322919.250000 Penalty: 967.525391
	Iteration 68Q: 3 clusters Score -1322919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1322922.875000 Penalty: 967.525391
	Iteration 69Q: 3 clusters Score -1322923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31846 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -1322923.375000 Penalty: 967.525391
	Iteration 70Q: 3 clusters Score -1322923 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1322927.250000 Penalty: 967.525391
	Iteration 71Q: 3 clusters Score -1322927 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1322929.375000 Penalty: 967.525391
	Iteration 72Q: 3 clusters Score -1322929 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1322932.750000 Penalty: 967.525391
	Iteration 73Q: 3 clusters Score -1322933 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32019 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -1322933.875000 Penalty: 967.525391
	Iteration 74Q: 3 clusters Score -1322934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32059 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1322934.000000 Penalty: 967.525391
	Iteration 75Q: 3 clusters Score -1322934 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1322933.375000 Penalty: 967.525391
	Iteration 76Q: 3 clusters Score -1322933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1322933.000000 Penalty: 967.525391
	Iteration 77Q: 3 clusters Score -1322933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32148 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -1322934.250000 Penalty: 967.525391
	Iteration 78Q: 3 clusters Score -1322934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -1322931.500000 Penalty: 967.525391
	Iteration 79Q: 3 clusters Score -1322932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1322932.250000 Penalty: 967.525391
	Iteration 80F: 3 clusters Score -1322932 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32211 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -1322931.500000 Penalty: 967.525391
	Iteration 81Q: 3 clusters Score -1322932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -1322932.500000 Penalty: 967.525391
	Iteration 82Q: 3 clusters Score -1322932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32268 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1322936.625000 Penalty: 967.525391
	Iteration 83Q: 3 clusters Score -1322937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32295 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -1322940.625000 Penalty: 967.525391
	Iteration 84Q: 3 clusters Score -1322941 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 9089 members 
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	Iteration 86Q: 3 clusters Score -1322946 nChanged 28
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Mstep: Class 2 contains 9061 members 
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	Iteration 87Q: 3 clusters Score -1322945 nChanged 22
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Mstep: Class 1 contains 32407 members 
Mstep: Class 2 contains 9039 members 
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	Iteration 88Q: 3 clusters Score -1322949 nChanged 24
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Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 9015 members 
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	Iteration 89Q: 3 clusters Score -1322945 nChanged 23
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Mstep: Class 2 contains 8992 members 
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	Iteration 90Q: 3 clusters Score -1322942 nChanged 19
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	Iteration 92Q: 3 clusters Score -1322944 nChanged 21
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Mstep: Class 1 contains 32514 members 
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	Iteration 93Q: 3 clusters Score -1322942 nChanged 13
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Mstep: Class 1 contains 32527 members 
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	Iteration 94Q: 3 clusters Score -1322942 nChanged 18
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	Iteration 95Q: 3 clusters Score -1322944 nChanged 14
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Mstep: Class 1 contains 32559 members 
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	Iteration 96Q: 3 clusters Score -1322942 nChanged 21
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Mstep: Class 1 contains 32580 members 
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	Iteration 97Q: 3 clusters Score -1322943 nChanged 18
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	Iteration 98Q: 3 clusters Score -1322944 nChanged 11
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	Iteration 99Q: 3 clusters Score -1322948 nChanged 11
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Mstep: Class 1 contains 32620 members 
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	Iteration 100F: 3 clusters Score -1322948 nChanged 7
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	Iteration 101Q: 3 clusters Score -1322947 nChanged 5
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	Iteration 102Q: 3 clusters Score -1322948 nChanged 4
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Mstep: Class 1 contains 32636 members 
Mstep: Class 2 contains 8810 members 
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	Iteration 103Q: 3 clusters Score -1322946 nChanged 8
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Mstep: Class 1 contains 32644 members 
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	Iteration 104Q: 3 clusters Score -1322947 nChanged 6
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	Iteration 105Q: 3 clusters Score -1322948 nChanged 9
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	Iteration 106Q: 3 clusters Score -1322949 nChanged 18
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	Iteration 107Q: 3 clusters Score -1322951 nChanged 16
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	Iteration 108Q: 3 clusters Score -1322951 nChanged 14
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	Iteration 109Q: 3 clusters Score -1322952 nChanged 18
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	Iteration 110Q: 3 clusters Score -1322947 nChanged 30
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	Iteration 111Q: 3 clusters Score -1322955 nChanged 24
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	Iteration 112Q: 3 clusters Score -1322950 nChanged 18
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	Iteration 113Q: 3 clusters Score -1322950 nChanged 18
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	Iteration 114Q: 3 clusters Score -1322953 nChanged 16
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	Iteration 115Q: 3 clusters Score -1322953 nChanged 14
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	Iteration 116Q: 3 clusters Score -1322953 nChanged 20
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	Iteration 117Q: 3 clusters Score -1322951 nChanged 20
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	Iteration 118Q: 3 clusters Score -1322952 nChanged 25
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	Iteration 119Q: 3 clusters Score -1322956 nChanged 24
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	Iteration 120F: 3 clusters Score -1322952 nChanged 25
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	Iteration 121Q: 3 clusters Score -1322955 nChanged 20
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	Iteration 122Q: 3 clusters Score -1322957 nChanged 31
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	Iteration 123Q: 3 clusters Score -1322957 nChanged 27
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	Iteration 124Q: 3 clusters Score -1322958 nChanged 33
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	Iteration 125Q: 3 clusters Score -1322963 nChanged 33
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	Iteration 127Q: 3 clusters Score -1322963 nChanged 28
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	Iteration 128Q: 3 clusters Score -1322959 nChanged 29
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	Iteration 129Q: 3 clusters Score -1322962 nChanged 40
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	Iteration 130Q: 3 clusters Score -1322967 nChanged 42
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	Iteration 134Q: 3 clusters Score -1322979 nChanged 35
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	Iteration 135Q: 3 clusters Score -1322981 nChanged 42
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	Iteration 136Q: 3 clusters Score -1322982 nChanged 35
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	Iteration 137Q: 3 clusters Score -1322984 nChanged 34
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	Iteration 138Q: 3 clusters Score -1322982 nChanged 27
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	Iteration 139Q: 3 clusters Score -1322983 nChanged 23
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	Iteration 140F: 3 clusters Score -1322985 nChanged 21
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	Iteration 141Q: 3 clusters Score -1322985 nChanged 24
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	Iteration 142Q: 3 clusters Score -1322986 nChanged 24
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	Iteration 143Q: 3 clusters Score -1322987 nChanged 32
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	Iteration 144Q: 3 clusters Score -1322989 nChanged 29
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	Iteration 145Q: 3 clusters Score -1322994 nChanged 37
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	Iteration 148Q: 3 clusters Score -1322995 nChanged 25
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	Iteration 149Q: 3 clusters Score -1322994 nChanged 33
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	Iteration 150Q: 3 clusters Score -1322997 nChanged 34
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	Iteration 154Q: 3 clusters Score -1323002 nChanged 13
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	Iteration 156Q: 3 clusters Score -1323003 nChanged 10
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	Iteration 157Q: 3 clusters Score -1323002 nChanged 6
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	Iteration 158Q: 3 clusters Score -1323003 nChanged 5
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	Iteration 159Q: 3 clusters Score -1323003 nChanged 10
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	Iteration 160F: 3 clusters Score -1323002 nChanged 10
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	Iteration 162Q: 3 clusters Score -1323002 nChanged 17
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	Iteration 166Q: 3 clusters Score -1323004 nChanged 8
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	Iteration 167Q: 3 clusters Score -1323005 nChanged 19
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	Iteration 168Q: 3 clusters Score -1323009 nChanged 18
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	Iteration 171Q: 3 clusters Score -1323012 nChanged 20
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	Iteration 175Q: 3 clusters Score -1323013 nChanged 26
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	Iteration 176Q: 3 clusters Score -1323013 nChanged 35
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	Iteration 177Q: 3 clusters Score -1323014 nChanged 35
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	Iteration 178Q: 3 clusters Score -1323023 nChanged 52
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Mstep: Class 1 contains 34268 members 
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Entering Unmasked Estep 
Score: -1323027.500000 Penalty: 967.525391
	Iteration 179Q: 3 clusters Score -1323028 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1323028.125000 Penalty: 967.525391
	Iteration 180F: 3 clusters Score -1323028 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1323030.500000 Penalty: 967.525391
	Iteration 181Q: 3 clusters Score -1323030 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1323038.125000 Penalty: 967.525391
	Iteration 182Q: 3 clusters Score -1323038 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1323050.625000 Penalty: 967.525391
	Iteration 183Q: 3 clusters Score -1323051 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34651 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -1323065.500000 Penalty: 967.525391
	Iteration 184Q: 3 clusters Score -1323066 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1323089.875000 Penalty: 967.525391
	Iteration 185Q: 3 clusters Score -1323090 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34888 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1323111.500000 Penalty: 967.525391
	Iteration 186Q: 3 clusters Score -1323112 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35031 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1323139.750000 Penalty: 967.525391
	Iteration 187Q: 3 clusters Score -1323140 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1323173.250000 Penalty: 967.525391
	Iteration 188Q: 3 clusters Score -1323173 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35296 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1323200.125000 Penalty: 967.525391
	Iteration 189Q: 3 clusters Score -1323200 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1323247.875000 Penalty: 967.525391
	Iteration 190Q: 3 clusters Score -1323248 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35614 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1323284.750000 Penalty: 967.525391
	Iteration 191Q: 3 clusters Score -1323285 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35785 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1323327.375000 Penalty: 967.525391
	Iteration 192Q: 3 clusters Score -1323327 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35948 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1323358.750000 Penalty: 967.525391
	Iteration 193Q: 3 clusters Score -1323359 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -1323399.000000 Penalty: 967.525391
	Iteration 194Q: 3 clusters Score -1323399 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36335 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1323442.375000 Penalty: 967.525391
	Iteration 195Q: 3 clusters Score -1323442 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1323502.375000 Penalty: 967.525391
	Iteration 196Q: 3 clusters Score -1323502 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36727 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -1323547 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36917 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1323600.000000 Penalty: 967.525391
	Iteration 198Q: 3 clusters Score -1323600 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -1323654 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1323704.750000 Penalty: 967.525391
	Iteration 200F: 3 clusters Score -1323705 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -1323748 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37720 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1323793.000000 Penalty: 967.525391
	Iteration 202Q: 3 clusters Score -1323793 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1323845.250000 Penalty: 967.525391
	Iteration 203Q: 3 clusters Score -1323845 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -1323895.375000 Penalty: 967.525391
	Iteration 204Q: 3 clusters Score -1323895 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38277 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1323937.125000 Penalty: 967.525391
	Iteration 205Q: 3 clusters Score -1323937 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38450 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1323988.750000 Penalty: 967.525391
	Iteration 206Q: 3 clusters Score -1323989 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1324049.250000 Penalty: 967.525391
	Iteration 207Q: 3 clusters Score -1324049 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38795 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1324095.625000 Penalty: 967.525391
	Iteration 208Q: 3 clusters Score -1324096 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38930 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1324137.250000 Penalty: 967.525391
	Iteration 209Q: 3 clusters Score -1324137 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39074 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -1324176.250000 Penalty: 967.525391
	Iteration 210Q: 3 clusters Score -1324176 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1324207.750000 Penalty: 967.525391
	Iteration 211Q: 3 clusters Score -1324208 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1324235.750000 Penalty: 967.525391
	Iteration 212Q: 3 clusters Score -1324236 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1324265.375000 Penalty: 967.525391
	Iteration 213Q: 3 clusters Score -1324265 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1324287.750000 Penalty: 967.525391
	Iteration 214Q: 3 clusters Score -1324288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39584 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1324304.875000 Penalty: 967.525391
	Iteration 215Q: 3 clusters Score -1324305 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -1324315.000000 Penalty: 967.525391
	Iteration 216Q: 3 clusters Score -1324315 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1324332.500000 Penalty: 967.525391
	Iteration 217Q: 3 clusters Score -1324332 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1324341.250000 Penalty: 967.525391
	Iteration 218Q: 3 clusters Score -1324341 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1324359.000000 Penalty: 967.525391
	Iteration 219Q: 3 clusters Score -1324359 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39911 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1324362.875000 Penalty: 967.525391
	Iteration 220F: 3 clusters Score -1324363 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1324377.250000 Penalty: 967.525391
	Iteration 221Q: 3 clusters Score -1324377 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1324385.875000 Penalty: 967.525391
	Iteration 222Q: 3 clusters Score -1324386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40046 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1324389.000000 Penalty: 967.525391
	Iteration 223Q: 3 clusters Score -1324389 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40082 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1324400.375000 Penalty: 967.525391
	Iteration 224Q: 3 clusters Score -1324400 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1324408.625000 Penalty: 967.525391
	Iteration 225Q: 3 clusters Score -1324409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1324415.000000 Penalty: 967.525391
	Iteration 226Q: 3 clusters Score -1324415 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1324421.250000 Penalty: 967.525391
	Iteration 227Q: 3 clusters Score -1324421 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1324424.250000 Penalty: 967.525391
	Iteration 228Q: 3 clusters Score -1324424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40231 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1324433.125000 Penalty: 967.525391
	Iteration 229Q: 3 clusters Score -1324433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1324437.750000 Penalty: 967.525391
	Iteration 230Q: 3 clusters Score -1324438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1324436.875000 Penalty: 967.525391
	Iteration 231Q: 3 clusters Score -1324437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1324438.125000 Penalty: 967.525391
	Iteration 232Q: 3 clusters Score -1324438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1324439.875000 Penalty: 967.525391
	Iteration 233Q: 3 clusters Score -1324440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1324443.375000 Penalty: 967.525391
	Iteration 234Q: 3 clusters Score -1324443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1324442.625000 Penalty: 967.525391
	Iteration 235Q: 3 clusters Score -1324443 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1324446.375000 Penalty: 967.525391
	Iteration 236Q: 3 clusters Score -1324446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1324447.000000 Penalty: 967.525391
	Iteration 237Q: 3 clusters Score -1324447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1324447.375000 Penalty: 967.525391
	Iteration 238Q: 3 clusters Score -1324447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1324447.500000 Penalty: 967.525391
	Iteration 239Q: 3 clusters Score -1324448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40304 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1324448.875000 Penalty: 967.525391
	Iteration 240F: 3 clusters Score -1324449 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40308 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1324451.375000 Penalty: 967.525391
	Iteration 241Q: 3 clusters Score -1324451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1324449.250000 Penalty: 967.525391
	Iteration 242Q: 3 clusters Score -1324449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1324447.250000 Penalty: 967.525391
	Iteration 243Q: 3 clusters Score -1324447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1324447.125000 Penalty: 967.525391
	Iteration 244Q: 3 clusters Score -1324447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40320 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1324448.750000 Penalty: 967.525391
	Iteration 245Q: 3 clusters Score -1324449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40321 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1324449.375000 Penalty: 967.525391
	Iteration 246Q: 3 clusters Score -1324449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -1324449.750000 Penalty: 967.525391
	Iteration 247Q: 3 clusters Score -1324450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1324449.750000 Penalty: 967.525391
	Iteration 248Q: 3 clusters Score -1324450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1324450.750000 Penalty: 967.525391
	Iteration 249Q: 3 clusters Score -1324451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1324451.250000 Penalty: 967.525391
	Iteration 250Q: 3 clusters Score -1324451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
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	Iteration 251Q: 3 clusters Score -1324451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1324450.625000 Penalty: 967.525391
	Iteration 252F: 3 clusters Score -1324451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55037 members 
Entering Unmasked Estep 
Score: -1691359.750000 Penalty: 496.667114
	Iteration 0F: 2 clusters Score -1691360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 27503 members 
Entering Unmasked Estep 
Score: -1654298.500000 Penalty: 993.334229
	Iteration 0F: 3 clusters Score -1654298 nChanged 26737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1671420 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 31389 members 
Entering Unmasked Estep 
Score: -1673025.125000 Penalty: 993.334229
	Iteration 2F: 3 clusters Score -1673025 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -1675009.625000 Penalty: 993.334229
	Iteration 3F: 3 clusters Score -1675010 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -1677396.375000 Penalty: 993.334229
	Iteration 4F: 3 clusters Score -1677396 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -1680131.625000 Penalty: 993.334229
	Iteration 5F: 3 clusters Score -1680132 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -1683049.750000 Penalty: 993.334229
	Iteration 6F: 3 clusters Score -1683050 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -1685831.750000 Penalty: 993.334229
	Iteration 7F: 3 clusters Score -1685832 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -1687379.000000 Penalty: 993.334229
	Iteration 8Q: 3 clusters Score -1687379 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 42066 members 
Entering Unmasked Estep 
Score: -1687977.250000 Penalty: 993.334229
	Iteration 9Q: 3 clusters Score -1687977 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -1688293.750000 Penalty: 993.334229
	Iteration 10Q: 3 clusters Score -1688294 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 43302 members 
Entering Unmasked Estep 
Score: -1688510.875000 Penalty: 993.334229
	Iteration 11Q: 3 clusters Score -1688511 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 43886 members 
Entering Unmasked Estep 
Score: -1688697.750000 Penalty: 993.334229
	Iteration 12Q: 3 clusters Score -1688698 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -1688856.375000 Penalty: 993.334229
	Iteration 13Q: 3 clusters Score -1688856 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -1689025.625000 Penalty: 993.334229
	Iteration 14Q: 3 clusters Score -1689026 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9508 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -1689173.625000 Penalty: 993.334229
	Iteration 15Q: 3 clusters Score -1689174 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 46048 members 
Entering Unmasked Estep 
Score: -1689324.750000 Penalty: 993.334229
	Iteration 16Q: 3 clusters Score -1689325 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -1689474.625000 Penalty: 993.334229
	Iteration 17Q: 3 clusters Score -1689475 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 47059 members 
Entering Unmasked Estep 
Score: -1689615.125000 Penalty: 993.334229
	Iteration 18Q: 3 clusters Score -1689615 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 47482 members 
Entering Unmasked Estep 
Score: -1689745.125000 Penalty: 993.334229
	Iteration 19Q: 3 clusters Score -1689745 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -1689851.000000 Penalty: 993.334229
	Iteration 20F: 3 clusters Score -1689851 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -1689968.625000 Penalty: 993.334229
	Iteration 21Q: 3 clusters Score -1689969 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 48727 members 
Entering Unmasked Estep 
Score: -1690071.750000 Penalty: 993.334229
	Iteration 22Q: 3 clusters Score -1690072 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 49086 members 
Entering Unmasked Estep 
Score: -1690168.750000 Penalty: 993.334229
	Iteration 23Q: 3 clusters Score -1690169 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 49431 members 
Entering Unmasked Estep 
Score: -1690272.000000 Penalty: 993.334229
	Iteration 24Q: 3 clusters Score -1690272 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 49734 members 
Entering Unmasked Estep 
Score: -1690350.500000 Penalty: 993.334229
	Iteration 25Q: 3 clusters Score -1690350 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -1690408.875000 Penalty: 993.334229
	Iteration 26Q: 3 clusters Score -1690409 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 50250 members 
Entering Unmasked Estep 
Score: -1690450.625000 Penalty: 993.334229
	Iteration 27Q: 3 clusters Score -1690451 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 50501 members 
Entering Unmasked Estep 
Score: -1690506.250000 Penalty: 993.334229
	Iteration 28Q: 3 clusters Score -1690506 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 50769 members 
Entering Unmasked Estep 
Score: -1690575.750000 Penalty: 993.334229
	Iteration 29Q: 3 clusters Score -1690576 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 51015 members 
Entering Unmasked Estep 
Score: -1690636.000000 Penalty: 993.334229
	Iteration 30Q: 3 clusters Score -1690636 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 51261 members 
Entering Unmasked Estep 
Score: -1690694.125000 Penalty: 993.334229
	Iteration 31Q: 3 clusters Score -1690694 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 51478 members 
Entering Unmasked Estep 
Score: -1690759.875000 Penalty: 993.334229
	Iteration 32Q: 3 clusters Score -1690760 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 51676 members 
Entering Unmasked Estep 
Score: -1690801.250000 Penalty: 993.334229
	Iteration 33Q: 3 clusters Score -1690801 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 51853 members 
Entering Unmasked Estep 
Score: -1690827.000000 Penalty: 993.334229
	Iteration 34Q: 3 clusters Score -1690827 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 52008 members 
Entering Unmasked Estep 
Score: -1690856.625000 Penalty: 993.334229
	Iteration 35Q: 3 clusters Score -1690857 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 52157 members 
Entering Unmasked Estep 
Score: -1690886.000000 Penalty: 993.334229
	Iteration 36Q: 3 clusters Score -1690886 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -1690913.625000 Penalty: 993.334229
	Iteration 37Q: 3 clusters Score -1690914 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 52426 members 
Entering Unmasked Estep 
Score: -1690930.250000 Penalty: 993.334229
	Iteration 38Q: 3 clusters Score -1690930 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 52525 members 
Entering Unmasked Estep 
Score: -1690944.000000 Penalty: 993.334229
	Iteration 39Q: 3 clusters Score -1690944 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 52624 members 
Entering Unmasked Estep 
Score: -1690961.875000 Penalty: 993.334229
	Iteration 40F: 3 clusters Score -1690962 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -1690979.125000 Penalty: 993.334229
	Iteration 41Q: 3 clusters Score -1690979 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 52816 members 
Entering Unmasked Estep 
Score: -1690994.625000 Penalty: 993.334229
	Iteration 42Q: 3 clusters Score -1690995 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -1691016.625000 Penalty: 993.334229
	Iteration 43Q: 3 clusters Score -1691017 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 52976 members 
Entering Unmasked Estep 
Score: -1691029.625000 Penalty: 993.334229
	Iteration 44Q: 3 clusters Score -1691030 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 53032 members 
Entering Unmasked Estep 
Score: -1691038.375000 Penalty: 993.334229
	Iteration 45Q: 3 clusters Score -1691038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 53091 members 
Entering Unmasked Estep 
Score: -1691052.375000 Penalty: 993.334229
	Iteration 46Q: 3 clusters Score -1691052 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 53150 members 
Entering Unmasked Estep 
Score: -1691060.625000 Penalty: 993.334229
	Iteration 47Q: 3 clusters Score -1691061 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -1691070.875000 Penalty: 993.334229
	Iteration 48Q: 3 clusters Score -1691071 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -1691079.750000 Penalty: 993.334229
	Iteration 49Q: 3 clusters Score -1691080 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -1691084.500000 Penalty: 993.334229
	Iteration 50Q: 3 clusters Score -1691084 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -1691097.375000 Penalty: 993.334229
	Iteration 51Q: 3 clusters Score -1691097 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 53417 members 
Entering Unmasked Estep 
Score: -1691108.625000 Penalty: 993.334229
	Iteration 52Q: 3 clusters Score -1691109 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 53458 members 
Entering Unmasked Estep 
Score: -1691114.875000 Penalty: 993.334229
	Iteration 53Q: 3 clusters Score -1691115 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 53490 members 
Entering Unmasked Estep 
Score: -1691118.250000 Penalty: 993.334229
	Iteration 54Q: 3 clusters Score -1691118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 53513 members 
Entering Unmasked Estep 
Score: -1691119.375000 Penalty: 993.334229
	Iteration 55Q: 3 clusters Score -1691119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 53538 members 
Entering Unmasked Estep 
Score: -1691121.875000 Penalty: 993.334229
	Iteration 56Q: 3 clusters Score -1691122 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -1691130.500000 Penalty: 993.334229
	Iteration 57Q: 3 clusters Score -1691130 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 53584 members 
Entering Unmasked Estep 
Score: -1691133.375000 Penalty: 993.334229
	Iteration 58Q: 3 clusters Score -1691133 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 53607 members 
Entering Unmasked Estep 
Score: -1691135.875000 Penalty: 993.334229
	Iteration 59Q: 3 clusters Score -1691136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 53633 members 
Entering Unmasked Estep 
Score: -1691134.625000 Penalty: 993.334229
	Iteration 60F: 3 clusters Score -1691135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 53655 members 
Entering Unmasked Estep 
Score: -1691138.125000 Penalty: 993.334229
	Iteration 61Q: 3 clusters Score -1691138 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -1691146.375000 Penalty: 993.334229
	Iteration 62Q: 3 clusters Score -1691146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 53706 members 
Entering Unmasked Estep 
Score: -1691153.500000 Penalty: 993.334229
	Iteration 63Q: 3 clusters Score -1691154 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 53733 members 
Entering Unmasked Estep 
Score: -1691156.375000 Penalty: 993.334229
	Iteration 64Q: 3 clusters Score -1691156 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -1691159.250000 Penalty: 993.334229
	Iteration 65Q: 3 clusters Score -1691159 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 53784 members 
Entering Unmasked Estep 
Score: -1691162.250000 Penalty: 993.334229
	Iteration 66Q: 3 clusters Score -1691162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -1691161.625000 Penalty: 993.334229
	Iteration 67Q: 3 clusters Score -1691162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -1691162.000000 Penalty: 993.334229
	Iteration 68Q: 3 clusters Score -1691162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -1691162.000000 Penalty: 993.334229
	Iteration 69F: 3 clusters Score -1691162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21448 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Entering Unmasked Estep 
Score: -719803.937500 Penalty: 453.789093
	Iteration 0F: 2 clusters Score -719803.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -705508.687500 Penalty: 907.578186
	Iteration 0F: 3 clusters Score -705508.7 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -711322.562500 Penalty: 907.578186
	Iteration 1F: 3 clusters Score -711322.6 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -711634.000000 Penalty: 907.578186
	Iteration 2Q: 3 clusters Score -711634 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -712047.625000 Penalty: 907.578186
	Iteration 3Q: 3 clusters Score -712047.6 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -712676.625000 Penalty: 907.578186
	Iteration 4F: 3 clusters Score -712676.6 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -713670.250000 Penalty: 907.578186
	Iteration 5F: 3 clusters Score -713670.2 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -715138.750000 Penalty: 907.578186
	Iteration 6F: 3 clusters Score -715138.8 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -716946.937500 Penalty: 907.578186
	Iteration 7F: 3 clusters Score -716946.9 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -718345.312500 Penalty: 907.578186
	Iteration 8F: 3 clusters Score -718345.3 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -719055.125000 Penalty: 907.578186
	Iteration 9Q: 3 clusters Score -719055.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 21323 members 
Entering Unmasked Estep 
Score: -719283.625000 Penalty: 907.578186
	Iteration 10Q: 3 clusters Score -719283.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -719357.250000 Penalty: 907.578186
	Iteration 11Q: 3 clusters Score -719357.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -719380.250000 Penalty: 907.578186
	Iteration 12Q: 3 clusters Score -719380.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -719400.312500 Penalty: 907.578186
	Iteration 13Q: 3 clusters Score -719400.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -719408.687500 Penalty: 907.578186
	Iteration 14Q: 3 clusters Score -719408.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -719414.875000 Penalty: 907.578186
	Iteration 15Q: 3 clusters Score -719414.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -719419.937500 Penalty: 907.578186
	Iteration 16Q: 3 clusters Score -719419.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -719423.500000 Penalty: 907.578186
	Iteration 17Q: 3 clusters Score -719423.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -719424.187500 Penalty: 907.578186
	Iteration 18Q: 3 clusters Score -719424.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -719424.187500 Penalty: 907.578186
	Iteration 19F: 3 clusters Score -719424.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Entering Unmasked Estep 
Score: -70872.335938 Penalty: 353.198120
	Iteration 0F: 2 clusters Score -70872.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -69242.148438 Penalty: 706.396240
	Iteration 0F: 3 clusters Score -69242.15 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -69837.656250 Penalty: 706.396240
	Iteration 1F: 3 clusters Score -69837.66 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -69953.515625 Penalty: 706.396240
	Iteration 2F: 3 clusters Score -69953.52 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -70081.304688 Penalty: 706.396240
	Iteration 3F: 3 clusters Score -70081.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -70203.656250 Penalty: 706.396240
	Iteration 4F: 3 clusters Score -70203.66 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -70309.664062 Penalty: 706.396240
	Iteration 5F: 3 clusters Score -70309.66 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -70378.835938 Penalty: 706.396240
	Iteration 6Q: 3 clusters Score -70378.84 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -70449.187500 Penalty: 706.396240
	Iteration 7Q: 3 clusters Score -70449.19 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -70493.671875 Penalty: 706.396240
	Iteration 8Q: 3 clusters Score -70493.67 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -70530.593750 Penalty: 706.396240
	Iteration 9Q: 3 clusters Score -70530.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -70552.742188 Penalty: 706.396240
	Iteration 10Q: 3 clusters Score -70552.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -70569.078125 Penalty: 706.396240
	Iteration 11Q: 3 clusters Score -70569.08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70584.437500 Penalty: 706.396240
	Iteration 12Q: 3 clusters Score -70584.44 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -70606.156250 Penalty: 706.396240
	Iteration 13Q: 3 clusters Score -70606.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -70633.570312 Penalty: 706.396240
	Iteration 14Q: 3 clusters Score -70633.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -70654.812500 Penalty: 706.396240
	Iteration 15Q: 3 clusters Score -70654.81 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -70673.773438 Penalty: 706.396240
	Iteration 16Q: 3 clusters Score -70673.77 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -70680.296875 Penalty: 706.396240
	Iteration 17Q: 3 clusters Score -70680.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -70681.859375 Penalty: 706.396240
	Iteration 18Q: 3 clusters Score -70681.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70683.273438 Penalty: 706.396240
	Iteration 19Q: 3 clusters Score -70683.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70685.156250 Penalty: 706.396240
	Iteration 20F: 3 clusters Score -70685.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70686.640625 Penalty: 706.396240
	Iteration 21Q: 3 clusters Score -70686.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -70687.289062 Penalty: 706.396240
	Iteration 22Q: 3 clusters Score -70687.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -70688.585938 Penalty: 706.396240
	Iteration 23Q: 3 clusters Score -70688.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -70689.210938 Penalty: 706.396240
	Iteration 24Q: 3 clusters Score -70689.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70689.429688 Penalty: 706.396240
	Iteration 25Q: 3 clusters Score -70689.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -70689.429688 Penalty: 706.396240
	Iteration 26F: 3 clusters Score -70689.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44716 members 
Entering Unmasked Estep 
Score: -1393170.750000 Penalty: 487.217957
	Iteration 0F: 2 clusters Score -1393171 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -1363383.375000 Penalty: 974.435913
	Iteration 0F: 3 clusters Score -1363383 nChanged 21498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -1376914.000000 Penalty: 974.435913
	Iteration 1F: 3 clusters Score -1376914 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 26746 members 
Entering Unmasked Estep 
Score: -1378362.750000 Penalty: 974.435913
	Iteration 2F: 3 clusters Score -1378363 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -1380379.125000 Penalty: 974.435913
	Iteration 3F: 3 clusters Score -1380379 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 30664 members 
Entering Unmasked Estep 
Score: -1382673.625000 Penalty: 974.435913
	Iteration 4F: 3 clusters Score -1382674 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -1385002.875000 Penalty: 974.435913
	Iteration 5F: 3 clusters Score -1385003 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 33511 members 
Entering Unmasked Estep 
Score: -1386754.875000 Penalty: 974.435913
	Iteration 6F: 3 clusters Score -1386755 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -1387704.750000 Penalty: 974.435913
	Iteration 7Q: 3 clusters Score -1387705 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -1388239.250000 Penalty: 974.435913
	Iteration 8Q: 3 clusters Score -1388239 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -1388646.625000 Penalty: 974.435913
	Iteration 9Q: 3 clusters Score -1388647 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 36934 members 
Entering Unmasked Estep 
Score: -1389033.625000 Penalty: 974.435913
	Iteration 10Q: 3 clusters Score -1389034 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -1389459.500000 Penalty: 974.435913
	Iteration 11Q: 3 clusters Score -1389460 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 38469 members 
Entering Unmasked Estep 
Score: -1389864.625000 Penalty: 974.435913
	Iteration 12Q: 3 clusters Score -1389865 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 39183 members 
Entering Unmasked Estep 
Score: -1390265.125000 Penalty: 974.435913
	Iteration 13Q: 3 clusters Score -1390265 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -1390626.000000 Penalty: 974.435913
	Iteration 14Q: 3 clusters Score -1390626 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 40438 members 
Entering Unmasked Estep 
Score: -1390947.000000 Penalty: 974.435913
	Iteration 15Q: 3 clusters Score -1390947 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 40974 members 
Entering Unmasked Estep 
Score: -1391252.500000 Penalty: 974.435913
	Iteration 16Q: 3 clusters Score -1391252 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -1391505.125000 Penalty: 974.435913
	Iteration 17Q: 3 clusters Score -1391505 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -1391731.375000 Penalty: 974.435913
	Iteration 18Q: 3 clusters Score -1391731 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 42219 members 
Entering Unmasked Estep 
Score: -1391915.125000 Penalty: 974.435913
	Iteration 19Q: 3 clusters Score -1391915 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 42544 members 
Entering Unmasked Estep 
Score: -1392093.625000 Penalty: 974.435913
	Iteration 20F: 3 clusters Score -1392094 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 42827 members 
Entering Unmasked Estep 
Score: -1392234.625000 Penalty: 974.435913
	Iteration 21Q: 3 clusters Score -1392235 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 43063 members 
Entering Unmasked Estep 
Score: -1392341.125000 Penalty: 974.435913
	Iteration 22Q: 3 clusters Score -1392341 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -1392444.375000 Penalty: 974.435913
	Iteration 23Q: 3 clusters Score -1392444 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -1392526.625000 Penalty: 974.435913
	Iteration 24Q: 3 clusters Score -1392527 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -1392604.750000 Penalty: 974.435913
	Iteration 25Q: 3 clusters Score -1392605 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -1392659.500000 Penalty: 974.435913
	Iteration 26Q: 3 clusters Score -1392660 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 43798 members 
Entering Unmasked Estep 
Score: -1392702.000000 Penalty: 974.435913
	Iteration 27Q: 3 clusters Score -1392702 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -1392738.750000 Penalty: 974.435913
	Iteration 28Q: 3 clusters Score -1392739 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -1392761.375000 Penalty: 974.435913
	Iteration 29Q: 3 clusters Score -1392761 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -1392776.500000 Penalty: 974.435913
	Iteration 30Q: 3 clusters Score -1392776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -1392791.125000 Penalty: 974.435913
	Iteration 31Q: 3 clusters Score -1392791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 44059 members 
Entering Unmasked Estep 
Score: -1392796.625000 Penalty: 974.435913
	Iteration 32Q: 3 clusters Score -1392797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 44083 members 
Entering Unmasked Estep 
Score: -1392799.250000 Penalty: 974.435913
	Iteration 33Q: 3 clusters Score -1392799 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -1392804.000000 Penalty: 974.435913
	Iteration 34Q: 3 clusters Score -1392804 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -1392806.875000 Penalty: 974.435913
	Iteration 35Q: 3 clusters Score -1392807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -1392809.250000 Penalty: 974.435913
	Iteration 36Q: 3 clusters Score -1392809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -1392809.750000 Penalty: 974.435913
	Iteration 37Q: 3 clusters Score -1392810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -1392815.125000 Penalty: 974.435913
	Iteration 38Q: 3 clusters Score -1392815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -1392813.375000 Penalty: 974.435913
	Iteration 39Q: 3 clusters Score -1392813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 44155 members 
Entering Unmasked Estep 
Score: -1392813.375000 Penalty: 974.435913
	Iteration 40F: 3 clusters Score -1392813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -1392813.625000 Penalty: 974.435913
	Iteration 41Q: 3 clusters Score -1392814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 44160 members 
Entering Unmasked Estep 
Score: -1392812.500000 Penalty: 974.435913
	Iteration 42Q: 3 clusters Score -1392812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -1392814.125000 Penalty: 974.435913
	Iteration 43Q: 3 clusters Score -1392814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -1392814.500000 Penalty: 974.435913
	Iteration 44Q: 3 clusters Score -1392814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -1392813.750000 Penalty: 974.435913
	Iteration 45Q: 3 clusters Score -1392814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -1392813.125000 Penalty: 974.435913
	Iteration 46Q: 3 clusters Score -1392813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -1392814.750000 Penalty: 974.435913
	Iteration 47Q: 3 clusters Score -1392815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 44168 members 
Entering Unmasked Estep 
Score: -1392814.375000 Penalty: 974.435913
	Iteration 48Q: 3 clusters Score -1392814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -1392814.250000 Penalty: 974.435913
	Iteration 49Q: 3 clusters Score -1392814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -1392814.250000 Penalty: 974.435913
	Iteration 50F: 3 clusters Score -1392814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143557 members 
Entering Unmasked Estep 
Score: -4785665.500000 Penalty: 540.289185
	Iteration 0F: 2 clusters Score -4785666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71895 members 
Mstep: Class 2 contains 71662 members 
Entering Unmasked Estep 
Score: -4688386.000000 Penalty: 1080.578369
	Iteration 0F: 3 clusters Score -4688386 nChanged 70290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77799 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -4732973.500000 Penalty: 1080.578369
	Iteration 1F: 3 clusters Score -4732974 nChanged 7812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82145 members 
Mstep: Class 2 contains 61412 members 
Entering Unmasked Estep 
Score: -4736968.000000 Penalty: 1080.578369
	Iteration 2F: 3 clusters Score -4736968 nChanged 9156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87877 members 
Mstep: Class 2 contains 55680 members 
Entering Unmasked Estep 
Score: -4742814.500000 Penalty: 1080.578369
	Iteration 3F: 3 clusters Score -4742814 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94261 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -4750189.500000 Penalty: 1080.578369
	Iteration 4F: 3 clusters Score -4750190 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100333 members 
Mstep: Class 2 contains 43224 members 
Entering Unmasked Estep 
Score: -4757822.000000 Penalty: 1080.578369
	Iteration 5F: 3 clusters Score -4757822 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105171 members 
Mstep: Class 2 contains 38386 members 
Entering Unmasked Estep 
Score: -4762941.500000 Penalty: 1080.578369
	Iteration 6Q: 3 clusters Score -4762942 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109217 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -4765722.000000 Penalty: 1080.578369
	Iteration 7Q: 3 clusters Score -4765722 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112989 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -4767614.000000 Penalty: 1080.578369
	Iteration 8Q: 3 clusters Score -4767614 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116703 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -4769347.500000 Penalty: 1080.578369
	Iteration 9Q: 3 clusters Score -4769348 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120337 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -4771194.500000 Penalty: 1080.578369
	Iteration 10Q: 3 clusters Score -4771194 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123851 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -4773067.500000 Penalty: 1080.578369
	Iteration 11Q: 3 clusters Score -4773068 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127186 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -4774982.500000 Penalty: 1080.578369
	Iteration 12Q: 3 clusters Score -4774982 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130331 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -4776926.500000 Penalty: 1080.578369
	Iteration 13Q: 3 clusters Score -4776926 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133137 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -4778648.000000 Penalty: 1080.578369
	Iteration 14Q: 3 clusters Score -4778648 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135548 members 
Mstep: Class 2 contains 8009 members 
Entering Unmasked Estep 
Score: -4780240.500000 Penalty: 1080.578369
	Iteration 15Q: 3 clusters Score -4780240 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137459 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -4781491.500000 Penalty: 1080.578369
	Iteration 16Q: 3 clusters Score -4781492 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138965 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -4782545.000000 Penalty: 1080.578369
	Iteration 17Q: 3 clusters Score -4782545 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140137 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -4783337.000000 Penalty: 1080.578369
	Iteration 18Q: 3 clusters Score -4783337 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141021 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4783914.000000 Penalty: 1080.578369
	Iteration 19Q: 3 clusters Score -4783914 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141691 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4784328.000000 Penalty: 1080.578369
	Iteration 20F: 3 clusters Score -4784328 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142173 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -4784628.500000 Penalty: 1080.578369
	Iteration 21Q: 3 clusters Score -4784628 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142534 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4784822.500000 Penalty: 1080.578369
	Iteration 22Q: 3 clusters Score -4784822 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142769 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4784971.000000 Penalty: 1080.578369
	Iteration 23Q: 3 clusters Score -4784971 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142936 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -4785052.000000 Penalty: 1080.578369
	Iteration 24Q: 3 clusters Score -4785052 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143045 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -4785120.500000 Penalty: 1080.578369
	Iteration 25Q: 3 clusters Score -4785120 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143102 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -4785149.500000 Penalty: 1080.578369
	Iteration 26Q: 3 clusters Score -4785150 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143144 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4785172.500000 Penalty: 1080.578369
	Iteration 27Q: 3 clusters Score -4785172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143162 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -4785187.000000 Penalty: 1080.578369
	Iteration 28Q: 3 clusters Score -4785187 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143172 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4785194.000000 Penalty: 1080.578369
	Iteration 29Q: 3 clusters Score -4785194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143183 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4785204.500000 Penalty: 1080.578369
	Iteration 30Q: 3 clusters Score -4785204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143191 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -4785206.000000 Penalty: 1080.578369
	Iteration 31Q: 3 clusters Score -4785206 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143195 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -4785211.500000 Penalty: 1080.578369
	Iteration 32Q: 3 clusters Score -4785212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143199 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4785214.500000 Penalty: 1080.578369
	Iteration 33Q: 3 clusters Score -4785214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143201 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4785215.500000 Penalty: 1080.578369
	Iteration 34Q: 3 clusters Score -4785216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143199 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4785214.000000 Penalty: 1080.578369
	Iteration 35Q: 3 clusters Score -4785214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143200 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -4785217.500000 Penalty: 1080.578369
	Iteration 36Q: 3 clusters Score -4785218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143201 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -4785219.500000 Penalty: 1080.578369
	Iteration 37Q: 3 clusters Score -4785220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143202 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -4785217.500000 Penalty: 1080.578369
	Iteration 38Q: 3 clusters Score -4785218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143205 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4785220.500000 Penalty: 1080.578369
	Iteration 39Q: 3 clusters Score -4785220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143205 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4785218.000000 Penalty: 1080.578369
	Iteration 40F: 3 clusters Score -4785218 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143205 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4785218.500000 Penalty: 1080.578369
	Iteration 41Q: 3 clusters Score -4785218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143207 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -4785217.500000 Penalty: 1080.578369
	Iteration 42Q: 3 clusters Score -4785218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143210 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4785219.500000 Penalty: 1080.578369
	Iteration 43Q: 3 clusters Score -4785220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143217 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -4785223.500000 Penalty: 1080.578369
	Iteration 44Q: 3 clusters Score -4785224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143221 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -4785230.500000 Penalty: 1080.578369
	Iteration 45Q: 3 clusters Score -4785230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143230 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4785231.000000 Penalty: 1080.578369
	Iteration 46Q: 3 clusters Score -4785231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143238 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4785238.500000 Penalty: 1080.578369
	Iteration 47Q: 3 clusters Score -4785238 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143248 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4785244.000000 Penalty: 1080.578369
	Iteration 48Q: 3 clusters Score -4785244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143256 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4785249.000000 Penalty: 1080.578369
	Iteration 49Q: 3 clusters Score -4785249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143263 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -4785255.000000 Penalty: 1080.578369
	Iteration 50Q: 3 clusters Score -4785255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143266 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4785256.000000 Penalty: 1080.578369
	Iteration 51Q: 3 clusters Score -4785256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143269 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4785256.000000 Penalty: 1080.578369
	Iteration 52Q: 3 clusters Score -4785256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143270 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -4785253.500000 Penalty: 1080.578369
	Iteration 53Q: 3 clusters Score -4785254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143271 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -4785255.500000 Penalty: 1080.578369
	Iteration 54Q: 3 clusters Score -4785256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143272 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4785256.500000 Penalty: 1080.578369
	Iteration 55Q: 3 clusters Score -4785256 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143272 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4785256.500000 Penalty: 1080.578369
	Iteration 56F: 3 clusters Score -4785256 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (119211 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119211 members 
Entering Unmasked Estep 
Score: -3927980.000000 Penalty: 531.833557
	Iteration 0F: 2 clusters Score -3927980 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59890 members 
Mstep: Class 2 contains 59321 members 
Entering Unmasked Estep 
Score: -3847579.750000 Penalty: 1063.667114
	Iteration 0F: 3 clusters Score -3847580 nChanged 58288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73602 members 
Mstep: Class 2 contains 45609 members 
Entering Unmasked Estep 
Score: -3888124.750000 Penalty: 1063.667114
	Iteration 1F: 3 clusters Score -3888125 nChanged 8174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80540 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
Score: -3893312.250000 Penalty: 1063.667114
	Iteration 2F: 3 clusters Score -3893312 nChanged 8751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88471 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -3900032.250000 Penalty: 1063.667114
	Iteration 3F: 3 clusters Score -3900032 nChanged 8714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96837 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -3907722.000000 Penalty: 1063.667114
	Iteration 4F: 3 clusters Score -3907722 nChanged 7631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104342 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -3914756.500000 Penalty: 1063.667114
	Iteration 5F: 3 clusters Score -3914756 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110243 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -3920151.750000 Penalty: 1063.667114
	Iteration 6Q: 3 clusters Score -3920152 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114183 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -3923617.250000 Penalty: 1063.667114
	Iteration 7Q: 3 clusters Score -3923617 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116575 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -3925677.500000 Penalty: 1063.667114
	Iteration 8Q: 3 clusters Score -3925678 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117849 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -3926718.250000 Penalty: 1063.667114
	Iteration 9Q: 3 clusters Score -3926718 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118435 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3927162.000000 Penalty: 1063.667114
	Iteration 10Q: 3 clusters Score -3927162 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118723 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3927375.000000 Penalty: 1063.667114
	Iteration 11Q: 3 clusters Score -3927375 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118849 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3927471.250000 Penalty: 1063.667114
	Iteration 12Q: 3 clusters Score -3927471 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118892 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3927536.250000 Penalty: 1063.667114
	Iteration 13Q: 3 clusters Score -3927536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118920 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -3927569.500000 Penalty: 1063.667114
	Iteration 14Q: 3 clusters Score -3927570 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118931 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3927591.750000 Penalty: 1063.667114
	Iteration 15Q: 3 clusters Score -3927592 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118939 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -3927602.750000 Penalty: 1063.667114
	Iteration 16Q: 3 clusters Score -3927603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118948 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3927612.750000 Penalty: 1063.667114
	Iteration 17Q: 3 clusters Score -3927613 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118957 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3927623.250000 Penalty: 1063.667114
	Iteration 18Q: 3 clusters Score -3927623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118961 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3927630.000000 Penalty: 1063.667114
	Iteration 19Q: 3 clusters Score -3927630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118969 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3927627.750000 Penalty: 1063.667114
	Iteration 20F: 3 clusters Score -3927628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118975 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3927630.250000 Penalty: 1063.667114
	Iteration 21Q: 3 clusters Score -3927630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118977 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3927637.250000 Penalty: 1063.667114
	Iteration 22Q: 3 clusters Score -3927637 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118978 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3927639.250000 Penalty: 1063.667114
	Iteration 23Q: 3 clusters Score -3927639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118983 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3927637.250000 Penalty: 1063.667114
	Iteration 24Q: 3 clusters Score -3927637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118982 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3927636.750000 Penalty: 1063.667114
	Iteration 25Q: 3 clusters Score -3927637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118981 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3927641.750000 Penalty: 1063.667114
	Iteration 26Q: 3 clusters Score -3927642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118980 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3927642.750000 Penalty: 1063.667114
	Iteration 27Q: 3 clusters Score -3927643 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118981 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3927640.250000 Penalty: 1063.667114
	Iteration 28Q: 3 clusters Score -3927640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118982 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3927642.250000 Penalty: 1063.667114
	Iteration 29Q: 3 clusters Score -3927642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118982 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3927642.250000 Penalty: 1063.667114
	Iteration 30F: 3 clusters Score -3927642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Entering Unmasked Estep 
Score: -178752.296875 Penalty: 395.645569
	Iteration 0F: 2 clusters Score -178752.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -174774.765625 Penalty: 791.291138
	Iteration 0F: 3 clusters Score -174774.8 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -176384.234375 Penalty: 791.291138
	Iteration 1F: 3 clusters Score -176384.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -176609.093750 Penalty: 791.291138
	Iteration 2F: 3 clusters Score -176609.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -176910.140625 Penalty: 791.291138
	Iteration 3F: 3 clusters Score -176910.1 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -177272.375000 Penalty: 791.291138
	Iteration 4F: 3 clusters Score -177272.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -177613.875000 Penalty: 791.291138
	Iteration 5F: 3 clusters Score -177613.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -177840.062500 Penalty: 791.291138
	Iteration 6F: 3 clusters Score -177840.1 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -177958.187500 Penalty: 791.291138
	Iteration 7Q: 3 clusters Score -177958.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -178031.187500 Penalty: 791.291138
	Iteration 8Q: 3 clusters Score -178031.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -178070.328125 Penalty: 791.291138
	Iteration 9Q: 3 clusters Score -178070.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -178099.000000 Penalty: 791.291138
	Iteration 10Q: 3 clusters Score -178099 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -178114.546875 Penalty: 791.291138
	Iteration 11Q: 3 clusters Score -178114.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -178125.906250 Penalty: 791.291138
	Iteration 12Q: 3 clusters Score -178125.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -178139.218750 Penalty: 791.291138
	Iteration 13Q: 3 clusters Score -178139.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -178149.593750 Penalty: 791.291138
	Iteration 14Q: 3 clusters Score -178149.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -178154.531250 Penalty: 791.291138
	Iteration 15Q: 3 clusters Score -178154.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -178157.468750 Penalty: 791.291138
	Iteration 16Q: 3 clusters Score -178157.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -178160.390625 Penalty: 791.291138
	Iteration 17Q: 3 clusters Score -178160.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -178163.359375 Penalty: 791.291138
	Iteration 18Q: 3 clusters Score -178163.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -178164.000000 Penalty: 791.291138
	Iteration 19Q: 3 clusters Score -178164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -178165.781250 Penalty: 791.291138
	Iteration 20F: 3 clusters Score -178165.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -178167.500000 Penalty: 791.291138
	Iteration 21Q: 3 clusters Score -178167.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -178168.281250 Penalty: 791.291138
	Iteration 22Q: 3 clusters Score -178168.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -178169.734375 Penalty: 791.291138
	Iteration 23Q: 3 clusters Score -178169.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -178170.687500 Penalty: 791.291138
	Iteration 24Q: 3 clusters Score -178170.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -178171.953125 Penalty: 791.291138
	Iteration 25Q: 3 clusters Score -178172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -178173.218750 Penalty: 791.291138
	Iteration 26Q: 3 clusters Score -178173.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -178174.890625 Penalty: 791.291138
	Iteration 27Q: 3 clusters Score -178174.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -178178.171875 Penalty: 791.291138
	Iteration 28Q: 3 clusters Score -178178.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -178180.859375 Penalty: 791.291138
	Iteration 29Q: 3 clusters Score -178180.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -178184.015625 Penalty: 791.291138
	Iteration 30Q: 3 clusters Score -178184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -178187.187500 Penalty: 791.291138
	Iteration 31Q: 3 clusters Score -178187.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -178188.437500 Penalty: 791.291138
	Iteration 32Q: 3 clusters Score -178188.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -178189.453125 Penalty: 791.291138
	Iteration 33Q: 3 clusters Score -178189.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -178190.921875 Penalty: 791.291138
	Iteration 34Q: 3 clusters Score -178190.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -178190.843750 Penalty: 791.291138
	Iteration 35Q: 3 clusters Score -178190.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -178191.687500 Penalty: 791.291138
	Iteration 36Q: 3 clusters Score -178191.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -178192.750000 Penalty: 791.291138
	Iteration 37Q: 3 clusters Score -178192.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -178193.015625 Penalty: 791.291138
	Iteration 38Q: 3 clusters Score -178193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -178193.390625 Penalty: 791.291138
	Iteration 39Q: 3 clusters Score -178193.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -178193.890625 Penalty: 791.291138
	Iteration 40F: 3 clusters Score -178193.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -178194.171875 Penalty: 791.291138
	Iteration 41Q: 3 clusters Score -178194.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -178194.750000 Penalty: 791.291138
	Iteration 42Q: 3 clusters Score -178194.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -178195.328125 Penalty: 791.291138
	Iteration 43Q: 3 clusters Score -178195.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -178195.812500 Penalty: 791.291138
	Iteration 44Q: 3 clusters Score -178195.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -178196.546875 Penalty: 791.291138
	Iteration 45Q: 3 clusters Score -178196.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -178196.875000 Penalty: 791.291138
	Iteration 46Q: 3 clusters Score -178196.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -178197.390625 Penalty: 791.291138
	Iteration 47Q: 3 clusters Score -178197.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -178197.562500 Penalty: 791.291138
	Iteration 48Q: 3 clusters Score -178197.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -178197.937500 Penalty: 791.291138
	Iteration 49Q: 3 clusters Score -178197.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -178198.250000 Penalty: 791.291138
	Iteration 50Q: 3 clusters Score -178198.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -178198.390625 Penalty: 791.291138
	Iteration 51Q: 3 clusters Score -178198.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -178199.203125 Penalty: 791.291138
	Iteration 52Q: 3 clusters Score -178199.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -178199.546875 Penalty: 791.291138
	Iteration 53Q: 3 clusters Score -178199.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -178200.156250 Penalty: 791.291138
	Iteration 54Q: 3 clusters Score -178200.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -178199.968750 Penalty: 791.291138
	Iteration 55Q: 3 clusters Score -178200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -178200.468750 Penalty: 791.291138
	Iteration 56Q: 3 clusters Score -178200.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -178200.359375 Penalty: 791.291138
	Iteration 57Q: 3 clusters Score -178200.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -178200.656250 Penalty: 791.291138
	Iteration 58Q: 3 clusters Score -178200.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -178200.890625 Penalty: 791.291138
	Iteration 59Q: 3 clusters Score -178200.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -178201.125000 Penalty: 791.291138
	Iteration 60F: 3 clusters Score -178201.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -178200.859375 Penalty: 791.291138
	Iteration 61Q: 3 clusters Score -178200.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -178201.062500 Penalty: 791.291138
	Iteration 62Q: 3 clusters Score -178201.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -178201.687500 Penalty: 791.291138
	Iteration 63Q: 3 clusters Score -178201.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -178202.453125 Penalty: 791.291138
	Iteration 64Q: 3 clusters Score -178202.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -178202.406250 Penalty: 791.291138
	Iteration 65Q: 3 clusters Score -178202.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -178203.156250 Penalty: 791.291138
	Iteration 66Q: 3 clusters Score -178203.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -178204.093750 Penalty: 791.291138
	Iteration 67Q: 3 clusters Score -178204.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -178206.234375 Penalty: 791.291138
	Iteration 68Q: 3 clusters Score -178206.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -178209.187500 Penalty: 791.291138
	Iteration 69Q: 3 clusters Score -178209.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -178214.046875 Penalty: 791.291138
	Iteration 70Q: 3 clusters Score -178214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -178220.437500 Penalty: 791.291138
	Iteration 71Q: 3 clusters Score -178220.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -178230.515625 Penalty: 791.291138
	Iteration 72Q: 3 clusters Score -178230.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -178248.140625 Penalty: 791.291138
	Iteration 73Q: 3 clusters Score -178248.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -178268.859375 Penalty: 791.291138
	Iteration 74Q: 3 clusters Score -178268.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -178284.875000 Penalty: 791.291138
	Iteration 75Q: 3 clusters Score -178284.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -178306.781250 Penalty: 791.291138
	Iteration 76Q: 3 clusters Score -178306.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -178326.515625 Penalty: 791.291138
	Iteration 77Q: 3 clusters Score -178326.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -178348.125000 Penalty: 791.291138
	Iteration 78Q: 3 clusters Score -178348.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -178378.859375 Penalty: 791.291138
	Iteration 79Q: 3 clusters Score -178378.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -178426.171875 Penalty: 791.291138
	Iteration 80F: 3 clusters Score -178426.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -178470.890625 Penalty: 791.291138
	Iteration 81Q: 3 clusters Score -178470.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -178507.484375 Penalty: 791.291138
	Iteration 82Q: 3 clusters Score -178507.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -178527.265625 Penalty: 791.291138
	Iteration 83Q: 3 clusters Score -178527.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -178541.531250 Penalty: 791.291138
	Iteration 84Q: 3 clusters Score -178541.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -178550.578125 Penalty: 791.291138
	Iteration 85Q: 3 clusters Score -178550.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -178558.968750 Penalty: 791.291138
	Iteration 86Q: 3 clusters Score -178559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -178567.812500 Penalty: 791.291138
	Iteration 87Q: 3 clusters Score -178567.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -178576.968750 Penalty: 791.291138
	Iteration 88Q: 3 clusters Score -178577 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -178584.812500 Penalty: 791.291138
	Iteration 89Q: 3 clusters Score -178584.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -178591.062500 Penalty: 791.291138
	Iteration 90Q: 3 clusters Score -178591.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -178595.578125 Penalty: 791.291138
	Iteration 91Q: 3 clusters Score -178595.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -178597.750000 Penalty: 791.291138
	Iteration 92Q: 3 clusters Score -178597.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -178601.515625 Penalty: 791.291138
	Iteration 93Q: 3 clusters Score -178601.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -178602.968750 Penalty: 791.291138
	Iteration 94Q: 3 clusters Score -178603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -178603.812500 Penalty: 791.291138
	Iteration 95Q: 3 clusters Score -178603.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -178605.015625 Penalty: 791.291138
	Iteration 96Q: 3 clusters Score -178605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -178605.234375 Penalty: 791.291138
	Iteration 97Q: 3 clusters Score -178605.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -178606.265625 Penalty: 791.291138
	Iteration 98Q: 3 clusters Score -178606.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -178607.062500 Penalty: 791.291138
	Iteration 99Q: 3 clusters Score -178607.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -178608.843750 Penalty: 791.291138
	Iteration 100F: 3 clusters Score -178608.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -178610.218750 Penalty: 791.291138
	Iteration 101Q: 3 clusters Score -178610.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -178611.656250 Penalty: 791.291138
	Iteration 102Q: 3 clusters Score -178611.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -178611.671875 Penalty: 791.291138
	Iteration 103Q: 3 clusters Score -178611.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -178612.296875 Penalty: 791.291138
	Iteration 104Q: 3 clusters Score -178612.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -178612.359375 Penalty: 791.291138
	Iteration 105Q: 3 clusters Score -178612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -178612.265625 Penalty: 791.291138
	Iteration 106Q: 3 clusters Score -178612.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -178612.703125 Penalty: 791.291138
	Iteration 107Q: 3 clusters Score -178612.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -178612.968750 Penalty: 791.291138
	Iteration 108Q: 3 clusters Score -178613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -178613.453125 Penalty: 791.291138
	Iteration 109Q: 3 clusters Score -178613.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -178613.640625 Penalty: 791.291138
	Iteration 110Q: 3 clusters Score -178613.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -178613.312500 Penalty: 791.291138
	Iteration 111Q: 3 clusters Score -178613.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -178613.500000 Penalty: 791.291138
	Iteration 112Q: 3 clusters Score -178613.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -178613.937500 Penalty: 791.291138
	Iteration 113Q: 3 clusters Score -178613.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -178614.015625 Penalty: 791.291138
	Iteration 114Q: 3 clusters Score -178614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -178614.015625 Penalty: 791.291138
	Iteration 115F: 3 clusters Score -178614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Entering Unmasked Estep 
Score: -105130.906250 Penalty: 370.317993
	Iteration 0F: 2 clusters Score -105130.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -102729.507812 Penalty: 740.635986
	Iteration 0F: 3 clusters Score -102729.5 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -103635.554688 Penalty: 740.635986
	Iteration 1F: 3 clusters Score -103635.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -103800.335938 Penalty: 740.635986
	Iteration 2F: 3 clusters Score -103800.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -103961.437500 Penalty: 740.635986
	Iteration 3F: 3 clusters Score -103961.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -104076.710938 Penalty: 740.635986
	Iteration 4F: 3 clusters Score -104076.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -104198.929688 Penalty: 740.635986
	Iteration 5Q: 3 clusters Score -104198.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -104331.687500 Penalty: 740.635986
	Iteration 6F: 3 clusters Score -104331.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -104437.773438 Penalty: 740.635986
	Iteration 7Q: 3 clusters Score -104437.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -104507.148438 Penalty: 740.635986
	Iteration 8Q: 3 clusters Score -104507.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -104555.945312 Penalty: 740.635986
	Iteration 9Q: 3 clusters Score -104555.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -104598.109375 Penalty: 740.635986
	Iteration 10Q: 3 clusters Score -104598.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -104630.140625 Penalty: 740.635986
	Iteration 11Q: 3 clusters Score -104630.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -104662.757812 Penalty: 740.635986
	Iteration 12Q: 3 clusters Score -104662.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -104692.078125 Penalty: 740.635986
	Iteration 13Q: 3 clusters Score -104692.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -104716.546875 Penalty: 740.635986
	Iteration 14Q: 3 clusters Score -104716.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -104741.093750 Penalty: 740.635986
	Iteration 15Q: 3 clusters Score -104741.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -104761.953125 Penalty: 740.635986
	Iteration 16Q: 3 clusters Score -104762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -104784.234375 Penalty: 740.635986
	Iteration 17Q: 3 clusters Score -104784.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -104810.484375 Penalty: 740.635986
	Iteration 18Q: 3 clusters Score -104810.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104844.382812 Penalty: 740.635986
	Iteration 19Q: 3 clusters Score -104844.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -104870.320312 Penalty: 740.635986
	Iteration 20F: 3 clusters Score -104870.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -104894.460938 Penalty: 740.635986
	Iteration 21Q: 3 clusters Score -104894.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -104908.140625 Penalty: 740.635986
	Iteration 22Q: 3 clusters Score -104908.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -104916.093750 Penalty: 740.635986
	Iteration 23Q: 3 clusters Score -104916.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -104922.437500 Penalty: 740.635986
	Iteration 24Q: 3 clusters Score -104922.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -104927.296875 Penalty: 740.635986
	Iteration 25Q: 3 clusters Score -104927.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -104930.460938 Penalty: 740.635986
	Iteration 26Q: 3 clusters Score -104930.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -104934.000000 Penalty: 740.635986
	Iteration 27Q: 3 clusters Score -104934 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -104938.140625 Penalty: 740.635986
	Iteration 28Q: 3 clusters Score -104938.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -104943.015625 Penalty: 740.635986
	Iteration 29Q: 3 clusters Score -104943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -104946.312500 Penalty: 740.635986
	Iteration 30Q: 3 clusters Score -104946.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -104946.593750 Penalty: 740.635986
	Iteration 31Q: 3 clusters Score -104946.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -104946.593750 Penalty: 740.635986
	Iteration 32F: 3 clusters Score -104946.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5058 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Entering Unmasked Estep 
Score: -148074.109375 Penalty: 388.057068
	Iteration 0F: 2 clusters Score -148074.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -144690.468750 Penalty: 776.114136
	Iteration 0F: 3 clusters Score -144690.5 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -145986.250000 Penalty: 776.114136
	Iteration 1F: 3 clusters Score -145986.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -146171.500000 Penalty: 776.114136
	Iteration 2F: 3 clusters Score -146171.5 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -146373.156250 Penalty: 776.114136
	Iteration 3F: 3 clusters Score -146373.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -146578.312500 Penalty: 776.114136
	Iteration 4F: 3 clusters Score -146578.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -146797.859375 Penalty: 776.114136
	Iteration 5F: 3 clusters Score -146797.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -147000.250000 Penalty: 776.114136
	Iteration 6F: 3 clusters Score -147000.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -147201.203125 Penalty: 776.114136
	Iteration 7Q: 3 clusters Score -147201.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -147365.625000 Penalty: 776.114136
	Iteration 8Q: 3 clusters Score -147365.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -147453.812500 Penalty: 776.114136
	Iteration 9Q: 3 clusters Score -147453.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -147514.046875 Penalty: 776.114136
	Iteration 10Q: 3 clusters Score -147514 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -147553.031250 Penalty: 776.114136
	Iteration 11Q: 3 clusters Score -147553 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -147578.765625 Penalty: 776.114136
	Iteration 12Q: 3 clusters Score -147578.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -147595.765625 Penalty: 776.114136
	Iteration 13Q: 3 clusters Score -147595.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -147606.734375 Penalty: 776.114136
	Iteration 14Q: 3 clusters Score -147606.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -147619.796875 Penalty: 776.114136
	Iteration 15Q: 3 clusters Score -147619.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -147629.562500 Penalty: 776.114136
	Iteration 16Q: 3 clusters Score -147629.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -147638.515625 Penalty: 776.114136
	Iteration 17Q: 3 clusters Score -147638.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -147645.234375 Penalty: 776.114136
	Iteration 18Q: 3 clusters Score -147645.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -147653.531250 Penalty: 776.114136
	Iteration 19Q: 3 clusters Score -147653.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -147666.468750 Penalty: 776.114136
	Iteration 20F: 3 clusters Score -147666.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -147678.875000 Penalty: 776.114136
	Iteration 21Q: 3 clusters Score -147678.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -147691.843750 Penalty: 776.114136
	Iteration 22Q: 3 clusters Score -147691.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -147702.578125 Penalty: 776.114136
	Iteration 23Q: 3 clusters Score -147702.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -147712.125000 Penalty: 776.114136
	Iteration 24Q: 3 clusters Score -147712.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -147720.062500 Penalty: 776.114136
	Iteration 25Q: 3 clusters Score -147720.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -147724.296875 Penalty: 776.114136
	Iteration 26Q: 3 clusters Score -147724.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -147726.859375 Penalty: 776.114136
	Iteration 27Q: 3 clusters Score -147726.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -147728.468750 Penalty: 776.114136
	Iteration 28Q: 3 clusters Score -147728.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -147730.703125 Penalty: 776.114136
	Iteration 29Q: 3 clusters Score -147730.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -147731.921875 Penalty: 776.114136
	Iteration 30Q: 3 clusters Score -147731.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -147732.640625 Penalty: 776.114136
	Iteration 31Q: 3 clusters Score -147732.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -147733.000000 Penalty: 776.114136
	Iteration 32Q: 3 clusters Score -147733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -147733.406250 Penalty: 776.114136
	Iteration 33Q: 3 clusters Score -147733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -147734.656250 Penalty: 776.114136
	Iteration 34Q: 3 clusters Score -147734.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -147735.453125 Penalty: 776.114136
	Iteration 35Q: 3 clusters Score -147735.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -147735.109375 Penalty: 776.114136
	Iteration 36Q: 3 clusters Score -147735.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -147735.187500 Penalty: 776.114136
	Iteration 37Q: 3 clusters Score -147735.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -147735.437500 Penalty: 776.114136
	Iteration 38Q: 3 clusters Score -147735.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -147736.062500 Penalty: 776.114136
	Iteration 39Q: 3 clusters Score -147736.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -147736.250000 Penalty: 776.114136
	Iteration 40F: 3 clusters Score -147736.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -147736.328125 Penalty: 776.114136
	Iteration 41Q: 3 clusters Score -147736.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -147736.156250 Penalty: 776.114136
	Iteration 42Q: 3 clusters Score -147736.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -147736.156250 Penalty: 776.114136
	Iteration 43F: 3 clusters Score -147736.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Entering Unmasked Estep 
Score: -342264.937500 Penalty: 421.303467
	Iteration 0F: 2 clusters Score -342264.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -335299.656250 Penalty: 842.606934
	Iteration 0F: 3 clusters Score -335299.7 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -338273.562500 Penalty: 842.606934
	Iteration 1F: 3 clusters Score -338273.6 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -338552.000000 Penalty: 842.606934
	Iteration 2F: 3 clusters Score -338552 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -338879.750000 Penalty: 842.606934
	Iteration 3F: 3 clusters Score -338879.8 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -339204.281250 Penalty: 842.606934
	Iteration 4F: 3 clusters Score -339204.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -339517.968750 Penalty: 842.606934
	Iteration 5F: 3 clusters Score -339518 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -339803.125000 Penalty: 842.606934
	Iteration 6Q: 3 clusters Score -339803.1 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -340019.781250 Penalty: 842.606934
	Iteration 7Q: 3 clusters Score -340019.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -340137.562500 Penalty: 842.606934
	Iteration 8Q: 3 clusters Score -340137.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -340189.937500 Penalty: 842.606934
	Iteration 9Q: 3 clusters Score -340189.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -340229.406250 Penalty: 842.606934
	Iteration 10Q: 3 clusters Score -340229.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -340257.156250 Penalty: 842.606934
	Iteration 11Q: 3 clusters Score -340257.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -340282.250000 Penalty: 842.606934
	Iteration 12Q: 3 clusters Score -340282.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -340304.562500 Penalty: 842.606934
	Iteration 13Q: 3 clusters Score -340304.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -340331.937500 Penalty: 842.606934
	Iteration 14Q: 3 clusters Score -340331.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -340370.718750 Penalty: 842.606934
	Iteration 15Q: 3 clusters Score -340370.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -340404.875000 Penalty: 842.606934
	Iteration 16Q: 3 clusters Score -340404.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -340432.156250 Penalty: 842.606934
	Iteration 17Q: 3 clusters Score -340432.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -340457.093750 Penalty: 842.606934
	Iteration 18Q: 3 clusters Score -340457.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -340486.062500 Penalty: 842.606934
	Iteration 19Q: 3 clusters Score -340486.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -340517.156250 Penalty: 842.606934
	Iteration 20F: 3 clusters Score -340517.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -340560.812500 Penalty: 842.606934
	Iteration 21Q: 3 clusters Score -340560.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -340612.187500 Penalty: 842.606934
	Iteration 22Q: 3 clusters Score -340612.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -340673.218750 Penalty: 842.606934
	Iteration 23Q: 3 clusters Score -340673.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -340762.687500 Penalty: 842.606934
	Iteration 24Q: 3 clusters Score -340762.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -340846.625000 Penalty: 842.606934
	Iteration 25Q: 3 clusters Score -340846.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -340939.031250 Penalty: 842.606934
	Iteration 26Q: 3 clusters Score -340939 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -341026.343750 Penalty: 842.606934
	Iteration 27Q: 3 clusters Score -341026.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -341091.468750 Penalty: 842.606934
	Iteration 28Q: 3 clusters Score -341091.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -341166.468750 Penalty: 842.606934
	Iteration 29Q: 3 clusters Score -341166.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -341254.062500 Penalty: 842.606934
	Iteration 30Q: 3 clusters Score -341254.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -341320.687500 Penalty: 842.606934
	Iteration 31Q: 3 clusters Score -341320.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -341364.750000 Penalty: 842.606934
	Iteration 32Q: 3 clusters Score -341364.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -341406.531250 Penalty: 842.606934
	Iteration 33Q: 3 clusters Score -341406.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -341448.656250 Penalty: 842.606934
	Iteration 34Q: 3 clusters Score -341448.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -341499.062500 Penalty: 842.606934
	Iteration 35Q: 3 clusters Score -341499.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -341553.250000 Penalty: 842.606934
	Iteration 36Q: 3 clusters Score -341553.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -341607.062500 Penalty: 842.606934
	Iteration 37Q: 3 clusters Score -341607.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -341647.937500 Penalty: 842.606934
	Iteration 38Q: 3 clusters Score -341647.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -341673.687500 Penalty: 842.606934
	Iteration 39Q: 3 clusters Score -341673.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -341694.218750 Penalty: 842.606934
	Iteration 40F: 3 clusters Score -341694.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -341709.156250 Penalty: 842.606934
	Iteration 41Q: 3 clusters Score -341709.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -341725.843750 Penalty: 842.606934
	Iteration 42Q: 3 clusters Score -341725.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -341738.625000 Penalty: 842.606934
	Iteration 43Q: 3 clusters Score -341738.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -341746.593750 Penalty: 842.606934
	Iteration 44Q: 3 clusters Score -341746.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -341759.937500 Penalty: 842.606934
	Iteration 45Q: 3 clusters Score -341759.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -341771.187500 Penalty: 842.606934
	Iteration 46Q: 3 clusters Score -341771.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -341777.781250 Penalty: 842.606934
	Iteration 47Q: 3 clusters Score -341777.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -341783.750000 Penalty: 842.606934
	Iteration 48Q: 3 clusters Score -341783.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -341789.125000 Penalty: 842.606934
	Iteration 49Q: 3 clusters Score -341789.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -341795.875000 Penalty: 842.606934
	Iteration 50Q: 3 clusters Score -341795.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -341805.343750 Penalty: 842.606934
	Iteration 51Q: 3 clusters Score -341805.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -341811.937500 Penalty: 842.606934
	Iteration 52Q: 3 clusters Score -341811.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -341816.687500 Penalty: 842.606934
	Iteration 53Q: 3 clusters Score -341816.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -341822.093750 Penalty: 842.606934
	Iteration 54Q: 3 clusters Score -341822.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -341830.156250 Penalty: 842.606934
	Iteration 55Q: 3 clusters Score -341830.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -341835.718750 Penalty: 842.606934
	Iteration 56Q: 3 clusters Score -341835.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -341840.843750 Penalty: 842.606934
	Iteration 57Q: 3 clusters Score -341840.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -341845.437500 Penalty: 842.606934
	Iteration 58Q: 3 clusters Score -341845.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -341846.906250 Penalty: 842.606934
	Iteration 59Q: 3 clusters Score -341846.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -341848.375000 Penalty: 842.606934
	Iteration 60F: 3 clusters Score -341848.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -341848.718750 Penalty: 842.606934
	Iteration 61Q: 3 clusters Score -341848.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -341850.187500 Penalty: 842.606934
	Iteration 62Q: 3 clusters Score -341850.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -341850.750000 Penalty: 842.606934
	Iteration 63Q: 3 clusters Score -341850.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -341851.250000 Penalty: 842.606934
	Iteration 64Q: 3 clusters Score -341851.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -341851.750000 Penalty: 842.606934
	Iteration 65Q: 3 clusters Score -341851.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -341851.781250 Penalty: 842.606934
	Iteration 66Q: 3 clusters Score -341851.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -341852.406250 Penalty: 842.606934
	Iteration 67Q: 3 clusters Score -341852.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -341852.062500 Penalty: 842.606934
	Iteration 68Q: 3 clusters Score -341852.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -341852.062500 Penalty: 842.606934
	Iteration 69F: 3 clusters Score -341852.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Entering Unmasked Estep 
Score: -561537.062500 Penalty: 443.157837
	Iteration 0F: 2 clusters Score -561537.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -550276.062500 Penalty: 886.315674
	Iteration 0F: 3 clusters Score -550276.1 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -554988.187500 Penalty: 886.315674
	Iteration 1F: 3 clusters Score -554988.2 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -555341.250000 Penalty: 886.315674
	Iteration 2F: 3 clusters Score -555341.2 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -555807.750000 Penalty: 886.315674
	Iteration 3F: 3 clusters Score -555807.8 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 11061 members 
Entering Unmasked Estep 
Score: -556463.687500 Penalty: 886.315674
	Iteration 4F: 3 clusters Score -556463.7 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -557269.937500 Penalty: 886.315674
	Iteration 5F: 3 clusters Score -557269.9 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 13181 members 
Entering Unmasked Estep 
Score: -558148.625000 Penalty: 886.315674
	Iteration 6F: 3 clusters Score -558148.6 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -559009.250000 Penalty: 886.315674
	Iteration 7F: 3 clusters Score -559009.2 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -559686.500000 Penalty: 886.315674
	Iteration 8Q: 3 clusters Score -559686.5 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -560209.625000 Penalty: 886.315674
	Iteration 9Q: 3 clusters Score -560209.6 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -560499.750000 Penalty: 886.315674
	Iteration 10Q: 3 clusters Score -560499.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -560684.437500 Penalty: 886.315674
	Iteration 11Q: 3 clusters Score -560684.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -560818.500000 Penalty: 886.315674
	Iteration 12Q: 3 clusters Score -560818.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -560913.000000 Penalty: 886.315674
	Iteration 13Q: 3 clusters Score -560913 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 16467 members 
Entering Unmasked Estep 
Score: -560987.875000 Penalty: 886.315674
	Iteration 14Q: 3 clusters Score -560987.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -561031.000000 Penalty: 886.315674
	Iteration 15Q: 3 clusters Score -561031 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -561074.937500 Penalty: 886.315674
	Iteration 16Q: 3 clusters Score -561074.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -561105.937500 Penalty: 886.315674
	Iteration 17Q: 3 clusters Score -561105.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -561122.687500 Penalty: 886.315674
	Iteration 18Q: 3 clusters Score -561122.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -561136.562500 Penalty: 886.315674
	Iteration 19Q: 3 clusters Score -561136.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -561142.500000 Penalty: 886.315674
	Iteration 20F: 3 clusters Score -561142.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -561147.125000 Penalty: 886.315674
	Iteration 21Q: 3 clusters Score -561147.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -561151.937500 Penalty: 886.315674
	Iteration 22Q: 3 clusters Score -561151.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -561155.687500 Penalty: 886.315674
	Iteration 23Q: 3 clusters Score -561155.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -561157.750000 Penalty: 886.315674
	Iteration 24Q: 3 clusters Score -561157.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -561159.750000 Penalty: 886.315674
	Iteration 25Q: 3 clusters Score -561159.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -561160.562500 Penalty: 886.315674
	Iteration 26Q: 3 clusters Score -561160.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -561161.687500 Penalty: 886.315674
	Iteration 27Q: 3 clusters Score -561161.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 16724 members 
Entering Unmasked Estep 
Score: -561163.750000 Penalty: 886.315674
	Iteration 28Q: 3 clusters Score -561163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -561166.000000 Penalty: 886.315674
	Iteration 29Q: 3 clusters Score -561166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -561170.437500 Penalty: 886.315674
	Iteration 30Q: 3 clusters Score -561170.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -561172.750000 Penalty: 886.315674
	Iteration 31Q: 3 clusters Score -561172.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 16737 members 
Entering Unmasked Estep 
Score: -561174.562500 Penalty: 886.315674
	Iteration 32Q: 3 clusters Score -561174.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -561176.187500 Penalty: 886.315674
	Iteration 33Q: 3 clusters Score -561176.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -561176.500000 Penalty: 886.315674
	Iteration 34Q: 3 clusters Score -561176.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -561176.500000 Penalty: 886.315674
	Iteration 35F: 3 clusters Score -561176.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Entering Unmasked Estep 
Score: -80609.000000 Penalty: 360.462891
	Iteration 0F: 2 clusters Score -80609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -78667.078125 Penalty: 720.925781
	Iteration 0F: 3 clusters Score -78667.08 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -79363.570312 Penalty: 720.925781
	Iteration 1F: 3 clusters Score -79363.57 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -79496.296875 Penalty: 720.925781
	Iteration 2F: 3 clusters Score -79496.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -79618.492188 Penalty: 720.925781
	Iteration 3F: 3 clusters Score -79618.49 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -79718.960938 Penalty: 720.925781
	Iteration 4F: 3 clusters Score -79718.96 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -79810.539062 Penalty: 720.925781
	Iteration 5F: 3 clusters Score -79810.54 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -79896.078125 Penalty: 720.925781
	Iteration 6Q: 3 clusters Score -79896.08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -79972.328125 Penalty: 720.925781
	Iteration 7Q: 3 clusters Score -79972.33 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -80024.570312 Penalty: 720.925781
	Iteration 8Q: 3 clusters Score -80024.57 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -80073.171875 Penalty: 720.925781
	Iteration 9Q: 3 clusters Score -80073.17 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -80116.421875 Penalty: 720.925781
	Iteration 10Q: 3 clusters Score -80116.42 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -80161.281250 Penalty: 720.925781
	Iteration 11Q: 3 clusters Score -80161.28 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -80215.867188 Penalty: 720.925781
	Iteration 12Q: 3 clusters Score -80215.87 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -80257.367188 Penalty: 720.925781
	Iteration 13Q: 3 clusters Score -80257.37 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -80295.250000 Penalty: 720.925781
	Iteration 14Q: 3 clusters Score -80295.25 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -80330.898438 Penalty: 720.925781
	Iteration 15Q: 3 clusters Score -80330.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -80346.898438 Penalty: 720.925781
	Iteration 16Q: 3 clusters Score -80346.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -80354.539062 Penalty: 720.925781
	Iteration 17Q: 3 clusters Score -80354.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -80360.992188 Penalty: 720.925781
	Iteration 18Q: 3 clusters Score -80360.99 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -80365.781250 Penalty: 720.925781
	Iteration 19Q: 3 clusters Score -80365.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -80368.882812 Penalty: 720.925781
	Iteration 20F: 3 clusters Score -80368.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -80372.398438 Penalty: 720.925781
	Iteration 21Q: 3 clusters Score -80372.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -80374.679688 Penalty: 720.925781
	Iteration 22Q: 3 clusters Score -80374.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -80376.718750 Penalty: 720.925781
	Iteration 23Q: 3 clusters Score -80376.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -80379.601562 Penalty: 720.925781
	Iteration 24Q: 3 clusters Score -80379.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -80381.656250 Penalty: 720.925781
	Iteration 25Q: 3 clusters Score -80381.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -80384.773438 Penalty: 720.925781
	Iteration 26Q: 3 clusters Score -80384.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -80387.718750 Penalty: 720.925781
	Iteration 27Q: 3 clusters Score -80387.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -80389.445312 Penalty: 720.925781
	Iteration 28Q: 3 clusters Score -80389.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -80393.359375 Penalty: 720.925781
	Iteration 29Q: 3 clusters Score -80393.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -80398.046875 Penalty: 720.925781
	Iteration 30Q: 3 clusters Score -80398.05 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -80406.437500 Penalty: 720.925781
	Iteration 31Q: 3 clusters Score -80406.44 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -80413.429688 Penalty: 720.925781
	Iteration 32Q: 3 clusters Score -80413.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -80418.007812 Penalty: 720.925781
	Iteration 33Q: 3 clusters Score -80418.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -80422.312500 Penalty: 720.925781
	Iteration 34Q: 3 clusters Score -80422.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -80427.367188 Penalty: 720.925781
	Iteration 35Q: 3 clusters Score -80427.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -80432.031250 Penalty: 720.925781
	Iteration 36Q: 3 clusters Score -80432.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -80435.625000 Penalty: 720.925781
	Iteration 37Q: 3 clusters Score -80435.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -80438.070312 Penalty: 720.925781
	Iteration 38Q: 3 clusters Score -80438.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -80442.351562 Penalty: 720.925781
	Iteration 39Q: 3 clusters Score -80442.35 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -80446.664062 Penalty: 720.925781
	Iteration 40F: 3 clusters Score -80446.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -80454.015625 Penalty: 720.925781
	Iteration 41Q: 3 clusters Score -80454.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -80462.570312 Penalty: 720.925781
	Iteration 42Q: 3 clusters Score -80462.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -80466.843750 Penalty: 720.925781
	Iteration 43Q: 3 clusters Score -80466.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -80469.445312 Penalty: 720.925781
	Iteration 44Q: 3 clusters Score -80469.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -80472.632812 Penalty: 720.925781
	Iteration 45Q: 3 clusters Score -80472.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -80473.742188 Penalty: 720.925781
	Iteration 46Q: 3 clusters Score -80473.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -80474.617188 Penalty: 720.925781
	Iteration 47Q: 3 clusters Score -80474.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -80474.875000 Penalty: 720.925781
	Iteration 48Q: 3 clusters Score -80474.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -80476.109375 Penalty: 720.925781
	Iteration 49Q: 3 clusters Score -80476.11 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -80477.210938 Penalty: 720.925781
	Iteration 50Q: 3 clusters Score -80477.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -80477.484375 Penalty: 720.925781
	Iteration 51Q: 3 clusters Score -80477.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -80477.656250 Penalty: 720.925781
	Iteration 52Q: 3 clusters Score -80477.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -80477.960938 Penalty: 720.925781
	Iteration 53Q: 3 clusters Score -80477.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -80477.921875 Penalty: 720.925781
	Iteration 54Q: 3 clusters Score -80477.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -80477.921875 Penalty: 720.925781
	Iteration 55F: 3 clusters Score -80477.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -77429.867188 Penalty: 354.438995
	Iteration 0F: 2 clusters Score -77429.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -75706.476562 Penalty: 708.877991
	Iteration 0F: 3 clusters Score -75706.48 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -76321.601562 Penalty: 708.877991
	Iteration 1F: 3 clusters Score -76321.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -76414.375000 Penalty: 708.877991
	Iteration 2F: 3 clusters Score -76414.38 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -76498.976562 Penalty: 708.877991
	Iteration 3F: 3 clusters Score -76498.98 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -76601.773438 Penalty: 708.877991
	Iteration 4F: 3 clusters Score -76601.77 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -76682.312500 Penalty: 708.877991
	Iteration 5F: 3 clusters Score -76682.31 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -76732.500000 Penalty: 708.877991
	Iteration 6Q: 3 clusters Score -76732.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -76773.906250 Penalty: 708.877991
	Iteration 7Q: 3 clusters Score -76773.91 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -76810.625000 Penalty: 708.877991
	Iteration 8Q: 3 clusters Score -76810.62 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -76848.164062 Penalty: 708.877991
	Iteration 9Q: 3 clusters Score -76848.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -76886.750000 Penalty: 708.877991
	Iteration 10Q: 3 clusters Score -76886.75 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -76926.515625 Penalty: 708.877991
	Iteration 11Q: 3 clusters Score -76926.52 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -76956.226562 Penalty: 708.877991
	Iteration 12Q: 3 clusters Score -76956.23 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -76995.554688 Penalty: 708.877991
	Iteration 13Q: 3 clusters Score -76995.55 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -77031.265625 Penalty: 708.877991
	Iteration 14Q: 3 clusters Score -77031.27 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -77066.671875 Penalty: 708.877991
	Iteration 15Q: 3 clusters Score -77066.67 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -77103.585938 Penalty: 708.877991
	Iteration 16Q: 3 clusters Score -77103.59 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -77132.062500 Penalty: 708.877991
	Iteration 17Q: 3 clusters Score -77132.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -77153.929688 Penalty: 708.877991
	Iteration 18Q: 3 clusters Score -77153.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -77167.968750 Penalty: 708.877991
	Iteration 19Q: 3 clusters Score -77167.97 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -77173.289062 Penalty: 708.877991
	Iteration 20F: 3 clusters Score -77173.29 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -77176.093750 Penalty: 708.877991
	Iteration 21Q: 3 clusters Score -77176.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -77177.578125 Penalty: 708.877991
	Iteration 22Q: 3 clusters Score -77177.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -77179.382812 Penalty: 708.877991
	Iteration 23Q: 3 clusters Score -77179.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -77180.617188 Penalty: 708.877991
	Iteration 24Q: 3 clusters Score -77180.62 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -77181.476562 Penalty: 708.877991
	Iteration 25Q: 3 clusters Score -77181.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -77182.023438 Penalty: 708.877991
	Iteration 26Q: 3 clusters Score -77182.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -77183.125000 Penalty: 708.877991
	Iteration 27Q: 3 clusters Score -77183.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -77185.273438 Penalty: 708.877991
	Iteration 28Q: 3 clusters Score -77185.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -77186.437500 Penalty: 708.877991
	Iteration 29Q: 3 clusters Score -77186.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -77187.164062 Penalty: 708.877991
	Iteration 30Q: 3 clusters Score -77187.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -77187.304688 Penalty: 708.877991
	Iteration 31Q: 3 clusters Score -77187.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -77187.492188 Penalty: 708.877991
	Iteration 32Q: 3 clusters Score -77187.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -77187.601562 Penalty: 708.877991
	Iteration 33Q: 3 clusters Score -77187.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -77187.601562 Penalty: 708.877991
	Iteration 34F: 3 clusters Score -77187.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4090 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Entering Unmasked Estep 
Score: -122272.890625 Penalty: 378.391663
	Iteration 0F: 2 clusters Score -122272.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -119524.398438 Penalty: 756.783325
	Iteration 0F: 3 clusters Score -119524.4 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -120688.765625 Penalty: 756.783325
	Iteration 1F: 3 clusters Score -120688.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -120897.398438 Penalty: 756.783325
	Iteration 2F: 3 clusters Score -120897.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -121098.281250 Penalty: 756.783325
	Iteration 3F: 3 clusters Score -121098.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -121274.492188 Penalty: 756.783325
	Iteration 4F: 3 clusters Score -121274.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -121403.960938 Penalty: 756.783325
	Iteration 5F: 3 clusters Score -121404 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -121505.570312 Penalty: 756.783325
	Iteration 6Q: 3 clusters Score -121505.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -121561.023438 Penalty: 756.783325
	Iteration 7Q: 3 clusters Score -121561 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -121591.046875 Penalty: 756.783325
	Iteration 8Q: 3 clusters Score -121591 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -121614.320312 Penalty: 756.783325
	Iteration 9Q: 3 clusters Score -121614.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -121624.812500 Penalty: 756.783325
	Iteration 10Q: 3 clusters Score -121624.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -121632.843750 Penalty: 756.783325
	Iteration 11Q: 3 clusters Score -121632.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -121641.460938 Penalty: 756.783325
	Iteration 12Q: 3 clusters Score -121641.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -121646.484375 Penalty: 756.783325
	Iteration 13Q: 3 clusters Score -121646.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -121649.273438 Penalty: 756.783325
	Iteration 14Q: 3 clusters Score -121649.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -121653.632812 Penalty: 756.783325
	Iteration 15Q: 3 clusters Score -121653.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -121658.781250 Penalty: 756.783325
	Iteration 16Q: 3 clusters Score -121658.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -121663.007812 Penalty: 756.783325
	Iteration 17Q: 3 clusters Score -121663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -121669.992188 Penalty: 756.783325
	Iteration 18Q: 3 clusters Score -121670 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -121675.804688 Penalty: 756.783325
	Iteration 19Q: 3 clusters Score -121675.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -121685.523438 Penalty: 756.783325
	Iteration 20F: 3 clusters Score -121685.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -121692.460938 Penalty: 756.783325
	Iteration 21Q: 3 clusters Score -121692.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -121702.210938 Penalty: 756.783325
	Iteration 22Q: 3 clusters Score -121702.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -121708.687500 Penalty: 756.783325
	Iteration 23Q: 3 clusters Score -121708.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -121714.968750 Penalty: 756.783325
	Iteration 24Q: 3 clusters Score -121715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -121723.218750 Penalty: 756.783325
	Iteration 25Q: 3 clusters Score -121723.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -121729.218750 Penalty: 756.783325
	Iteration 26Q: 3 clusters Score -121729.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -121732.570312 Penalty: 756.783325
	Iteration 27Q: 3 clusters Score -121732.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -121735.351562 Penalty: 756.783325
	Iteration 28Q: 3 clusters Score -121735.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -121738.593750 Penalty: 756.783325
	Iteration 29Q: 3 clusters Score -121738.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -121740.851562 Penalty: 756.783325
	Iteration 30Q: 3 clusters Score -121740.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -121743.023438 Penalty: 756.783325
	Iteration 31Q: 3 clusters Score -121743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -121744.281250 Penalty: 756.783325
	Iteration 32Q: 3 clusters Score -121744.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -121746.648438 Penalty: 756.783325
	Iteration 33Q: 3 clusters Score -121746.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -121747.750000 Penalty: 756.783325
	Iteration 34Q: 3 clusters Score -121747.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -121749.093750 Penalty: 756.783325
	Iteration 35Q: 3 clusters Score -121749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -121749.593750 Penalty: 756.783325
	Iteration 36Q: 3 clusters Score -121749.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -121749.968750 Penalty: 756.783325
	Iteration 37Q: 3 clusters Score -121750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -121749.992188 Penalty: 756.783325
	Iteration 38Q: 3 clusters Score -121750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -121749.992188 Penalty: 756.783325
	Iteration 39F: 3 clusters Score -121750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Entering Unmasked Estep 
Score: -343541.250000 Penalty: 419.586243
	Iteration 0F: 2 clusters Score -343541.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -336797.031250 Penalty: 839.172485
	Iteration 0F: 3 clusters Score -336797 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -339313.062500 Penalty: 839.172485
	Iteration 1F: 3 clusters Score -339313.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -339478.437500 Penalty: 839.172485
	Iteration 2Q: 3 clusters Score -339478.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -339661.718750 Penalty: 839.172485
	Iteration 3Q: 3 clusters Score -339661.7 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -339862.218750 Penalty: 839.172485
	Iteration 4F: 3 clusters Score -339862.2 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -340075.781250 Penalty: 839.172485
	Iteration 5Q: 3 clusters Score -340075.8 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -340322.125000 Penalty: 839.172485
	Iteration 6F: 3 clusters Score -340322.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -340629.906250 Penalty: 839.172485
	Iteration 7F: 3 clusters Score -340629.9 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -340966.218750 Penalty: 839.172485
	Iteration 8F: 3 clusters Score -340966.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -341302.812500 Penalty: 839.172485
	Iteration 9F: 3 clusters Score -341302.8 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -341599.750000 Penalty: 839.172485
	Iteration 10Q: 3 clusters Score -341599.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -341848.656250 Penalty: 839.172485
	Iteration 11Q: 3 clusters Score -341848.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -342010.843750 Penalty: 839.172485
	Iteration 12Q: 3 clusters Score -342010.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -342115.093750 Penalty: 839.172485
	Iteration 13Q: 3 clusters Score -342115.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -342187.687500 Penalty: 839.172485
	Iteration 14Q: 3 clusters Score -342187.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -342246.593750 Penalty: 839.172485
	Iteration 15Q: 3 clusters Score -342246.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -342313.968750 Penalty: 839.172485
	Iteration 16Q: 3 clusters Score -342314 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -342371.937500 Penalty: 839.172485
	Iteration 17Q: 3 clusters Score -342371.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -342418.875000 Penalty: 839.172485
	Iteration 18Q: 3 clusters Score -342418.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -342463.312500 Penalty: 839.172485
	Iteration 19Q: 3 clusters Score -342463.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -342498.562500 Penalty: 839.172485
	Iteration 20F: 3 clusters Score -342498.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -342533.500000 Penalty: 839.172485
	Iteration 21Q: 3 clusters Score -342533.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -342565.062500 Penalty: 839.172485
	Iteration 22Q: 3 clusters Score -342565.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -342604.000000 Penalty: 839.172485
	Iteration 23Q: 3 clusters Score -342604 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -342646.093750 Penalty: 839.172485
	Iteration 24Q: 3 clusters Score -342646.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -342681.781250 Penalty: 839.172485
	Iteration 25Q: 3 clusters Score -342681.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -342720.812500 Penalty: 839.172485
	Iteration 26Q: 3 clusters Score -342720.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -342761.375000 Penalty: 839.172485
	Iteration 27Q: 3 clusters Score -342761.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -342795.843750 Penalty: 839.172485
	Iteration 28Q: 3 clusters Score -342795.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -342825.250000 Penalty: 839.172485
	Iteration 29Q: 3 clusters Score -342825.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -342855.656250 Penalty: 839.172485
	Iteration 30Q: 3 clusters Score -342855.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -342890.281250 Penalty: 839.172485
	Iteration 31Q: 3 clusters Score -342890.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -342918.718750 Penalty: 839.172485
	Iteration 32Q: 3 clusters Score -342918.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -342947.031250 Penalty: 839.172485
	Iteration 33Q: 3 clusters Score -342947 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -342972.625000 Penalty: 839.172485
	Iteration 34Q: 3 clusters Score -342972.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -342996.187500 Penalty: 839.172485
	Iteration 35Q: 3 clusters Score -342996.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -343018.000000 Penalty: 839.172485
	Iteration 36Q: 3 clusters Score -343018 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -343038.312500 Penalty: 839.172485
	Iteration 37Q: 3 clusters Score -343038.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -343054.531250 Penalty: 839.172485
	Iteration 38Q: 3 clusters Score -343054.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -343062.093750 Penalty: 839.172485
	Iteration 39Q: 3 clusters Score -343062.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -343067.218750 Penalty: 839.172485
	Iteration 40F: 3 clusters Score -343067.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -343075.093750 Penalty: 839.172485
	Iteration 41Q: 3 clusters Score -343075.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -343080.968750 Penalty: 839.172485
	Iteration 42Q: 3 clusters Score -343081 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -343084.750000 Penalty: 839.172485
	Iteration 43Q: 3 clusters Score -343084.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -343090.562500 Penalty: 839.172485
	Iteration 44Q: 3 clusters Score -343090.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -343095.406250 Penalty: 839.172485
	Iteration 45Q: 3 clusters Score -343095.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -343098.343750 Penalty: 839.172485
	Iteration 46Q: 3 clusters Score -343098.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -343100.250000 Penalty: 839.172485
	Iteration 47Q: 3 clusters Score -343100.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -343102.906250 Penalty: 839.172485
	Iteration 48Q: 3 clusters Score -343102.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -343104.843750 Penalty: 839.172485
	Iteration 49Q: 3 clusters Score -343104.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -343106.125000 Penalty: 839.172485
	Iteration 50Q: 3 clusters Score -343106.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -343107.593750 Penalty: 839.172485
	Iteration 51Q: 3 clusters Score -343107.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -343107.468750 Penalty: 839.172485
	Iteration 52Q: 3 clusters Score -343107.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -343111.656250 Penalty: 839.172485
	Iteration 53Q: 3 clusters Score -343111.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -343112.781250 Penalty: 839.172485
	Iteration 54Q: 3 clusters Score -343112.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -343116.125000 Penalty: 839.172485
	Iteration 55Q: 3 clusters Score -343116.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -343118.843750 Penalty: 839.172485
	Iteration 56Q: 3 clusters Score -343118.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -343118.750000 Penalty: 839.172485
	Iteration 57Q: 3 clusters Score -343118.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -343119.500000 Penalty: 839.172485
	Iteration 58Q: 3 clusters Score -343119.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -343120.125000 Penalty: 839.172485
	Iteration 59Q: 3 clusters Score -343120.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -343119.843750 Penalty: 839.172485
	Iteration 60F: 3 clusters Score -343119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -343121.781250 Penalty: 839.172485
	Iteration 61Q: 3 clusters Score -343121.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -343121.218750 Penalty: 839.172485
	Iteration 62Q: 3 clusters Score -343121.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -343121.343750 Penalty: 839.172485
	Iteration 63Q: 3 clusters Score -343121.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -343121.843750 Penalty: 839.172485
	Iteration 64Q: 3 clusters Score -343121.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -343122.031250 Penalty: 839.172485
	Iteration 65Q: 3 clusters Score -343122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -343122.843750 Penalty: 839.172485
	Iteration 66Q: 3 clusters Score -343122.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -343122.406250 Penalty: 839.172485
	Iteration 67Q: 3 clusters Score -343122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -343122.406250 Penalty: 839.172485
	Iteration 68F: 3 clusters Score -343122.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -81333.171875 Penalty: 357.831116
	Iteration 0F: 2 clusters Score -81333.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -79560.945312 Penalty: 715.662231
	Iteration 0F: 3 clusters Score -79560.95 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -80213.132812 Penalty: 715.662231
	Iteration 1F: 3 clusters Score -80213.13 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -80336.640625 Penalty: 715.662231
	Iteration 2F: 3 clusters Score -80336.64 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -80452.351562 Penalty: 715.662231
	Iteration 3F: 3 clusters Score -80452.35 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -80557.585938 Penalty: 715.662231
	Iteration 4F: 3 clusters Score -80557.59 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -80639.585938 Penalty: 715.662231
	Iteration 5Q: 3 clusters Score -80639.59 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -80704.101562 Penalty: 715.662231
	Iteration 6Q: 3 clusters Score -80704.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -80761.085938 Penalty: 715.662231
	Iteration 7Q: 3 clusters Score -80761.09 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -80835.492188 Penalty: 715.662231
	Iteration 8Q: 3 clusters Score -80835.49 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -80890.039062 Penalty: 715.662231
	Iteration 9Q: 3 clusters Score -80890.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -80935.265625 Penalty: 715.662231
	Iteration 10Q: 3 clusters Score -80935.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -80971.640625 Penalty: 715.662231
	Iteration 11Q: 3 clusters Score -80971.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -80997.648438 Penalty: 715.662231
	Iteration 12Q: 3 clusters Score -80997.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -81014.062500 Penalty: 715.662231
	Iteration 13Q: 3 clusters Score -81014.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -81018.851562 Penalty: 715.662231
	Iteration 14Q: 3 clusters Score -81018.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -81021.195312 Penalty: 715.662231
	Iteration 15Q: 3 clusters Score -81021.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -81022.687500 Penalty: 715.662231
	Iteration 16Q: 3 clusters Score -81022.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -81023.593750 Penalty: 715.662231
	Iteration 17Q: 3 clusters Score -81023.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -81023.890625 Penalty: 715.662231
	Iteration 18Q: 3 clusters Score -81023.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -81024.351562 Penalty: 715.662231
	Iteration 19Q: 3 clusters Score -81024.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -81024.851562 Penalty: 715.662231
	Iteration 20F: 3 clusters Score -81024.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -81025.062500 Penalty: 715.662231
	Iteration 21Q: 3 clusters Score -81025.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -81025.062500 Penalty: 715.662231
	Iteration 22F: 3 clusters Score -81025.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Entering Unmasked Estep 
Score: -281169.562500 Penalty: 412.482330
	Iteration 0F: 2 clusters Score -281169.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -275479.406250 Penalty: 824.964661
	Iteration 0F: 3 clusters Score -275479.4 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -277941.500000 Penalty: 824.964661
	Iteration 1F: 3 clusters Score -277941.5 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -278513.625000 Penalty: 824.964661
	Iteration 2F: 3 clusters Score -278513.6 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -279228.718750 Penalty: 824.964661
	Iteration 3F: 3 clusters Score -279228.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -279903.906250 Penalty: 824.964661
	Iteration 4F: 3 clusters Score -279903.9 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -280470.062500 Penalty: 824.964661
	Iteration 5F: 3 clusters Score -280470.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -280840.500000 Penalty: 824.964661
	Iteration 6Q: 3 clusters Score -280840.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -280965.843750 Penalty: 824.964661
	Iteration 7Q: 3 clusters Score -280965.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -281014.968750 Penalty: 824.964661
	Iteration 8Q: 3 clusters Score -281015 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -281042.656250 Penalty: 824.964661
	Iteration 9Q: 3 clusters Score -281042.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -281053.625000 Penalty: 824.964661
	Iteration 10Q: 3 clusters Score -281053.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -281060.843750 Penalty: 824.964661
	Iteration 11Q: 3 clusters Score -281060.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -281066.687500 Penalty: 824.964661
	Iteration 12Q: 3 clusters Score -281066.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -281071.062500 Penalty: 824.964661
	Iteration 13Q: 3 clusters Score -281071.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -281073.406250 Penalty: 824.964661
	Iteration 14Q: 3 clusters Score -281073.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -281073.656250 Penalty: 824.964661
	Iteration 15Q: 3 clusters Score -281073.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -281074.937500 Penalty: 824.964661
	Iteration 16Q: 3 clusters Score -281074.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -281075.125000 Penalty: 824.964661
	Iteration 17Q: 3 clusters Score -281075.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -281075.437500 Penalty: 824.964661
	Iteration 18Q: 3 clusters Score -281075.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -281075.406250 Penalty: 824.964661
	Iteration 19Q: 3 clusters Score -281075.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -281076.000000 Penalty: 824.964661
	Iteration 20F: 3 clusters Score -281076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -281075.625000 Penalty: 824.964661
	Iteration 21Q: 3 clusters Score -281075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -281076.218750 Penalty: 824.964661
	Iteration 22Q: 3 clusters Score -281076.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -281076.281250 Penalty: 824.964661
	Iteration 23Q: 3 clusters Score -281076.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -281076.281250 Penalty: 824.964661
	Iteration 24F: 3 clusters Score -281076.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Entering Unmasked Estep 
Score: -182292.109375 Penalty: 396.445557
	Iteration 0F: 2 clusters Score -182292.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -178303.046875 Penalty: 792.891113
	Iteration 0F: 3 clusters Score -178303 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -179855.531250 Penalty: 792.891113
	Iteration 1F: 3 clusters Score -179855.5 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -180041.484375 Penalty: 792.891113
	Iteration 2F: 3 clusters Score -180041.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -180258.312500 Penalty: 792.891113
	Iteration 3F: 3 clusters Score -180258.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -180483.984375 Penalty: 792.891113
	Iteration 4F: 3 clusters Score -180484 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -180696.031250 Penalty: 792.891113
	Iteration 5F: 3 clusters Score -180696 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -180897.515625 Penalty: 792.891113
	Iteration 6Q: 3 clusters Score -180897.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -181016.218750 Penalty: 792.891113
	Iteration 7Q: 3 clusters Score -181016.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -181068.593750 Penalty: 792.891113
	Iteration 8Q: 3 clusters Score -181068.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -181094.640625 Penalty: 792.891113
	Iteration 9Q: 3 clusters Score -181094.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -181108.843750 Penalty: 792.891113
	Iteration 10Q: 3 clusters Score -181108.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -181118.890625 Penalty: 792.891113
	Iteration 11Q: 3 clusters Score -181118.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -181126.609375 Penalty: 792.891113
	Iteration 12Q: 3 clusters Score -181126.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -181138.359375 Penalty: 792.891113
	Iteration 13Q: 3 clusters Score -181138.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -181151.687500 Penalty: 792.891113
	Iteration 14Q: 3 clusters Score -181151.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -181159.765625 Penalty: 792.891113
	Iteration 15Q: 3 clusters Score -181159.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -181171.968750 Penalty: 792.891113
	Iteration 16Q: 3 clusters Score -181172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -181183.781250 Penalty: 792.891113
	Iteration 17Q: 3 clusters Score -181183.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -181199.328125 Penalty: 792.891113
	Iteration 18Q: 3 clusters Score -181199.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -181217.750000 Penalty: 792.891113
	Iteration 19Q: 3 clusters Score -181217.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -181244.515625 Penalty: 792.891113
	Iteration 20F: 3 clusters Score -181244.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -181274.953125 Penalty: 792.891113
	Iteration 21Q: 3 clusters Score -181275 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -181294.625000 Penalty: 792.891113
	Iteration 22Q: 3 clusters Score -181294.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -181304.484375 Penalty: 792.891113
	Iteration 23Q: 3 clusters Score -181304.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -181313.625000 Penalty: 792.891113
	Iteration 24Q: 3 clusters Score -181313.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -181324.015625 Penalty: 792.891113
	Iteration 25Q: 3 clusters Score -181324 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -181335.265625 Penalty: 792.891113
	Iteration 26Q: 3 clusters Score -181335.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -181348.812500 Penalty: 792.891113
	Iteration 27Q: 3 clusters Score -181348.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -181367.171875 Penalty: 792.891113
	Iteration 28Q: 3 clusters Score -181367.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -181388.484375 Penalty: 792.891113
	Iteration 29Q: 3 clusters Score -181388.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -181412.000000 Penalty: 792.891113
	Iteration 30Q: 3 clusters Score -181412 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -181434.187500 Penalty: 792.891113
	Iteration 31Q: 3 clusters Score -181434.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -181456.078125 Penalty: 792.891113
	Iteration 32Q: 3 clusters Score -181456.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -181486.921875 Penalty: 792.891113
	Iteration 33Q: 3 clusters Score -181486.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -181517.437500 Penalty: 792.891113
	Iteration 34Q: 3 clusters Score -181517.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -181545.125000 Penalty: 792.891113
	Iteration 35Q: 3 clusters Score -181545.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -181572.984375 Penalty: 792.891113
	Iteration 36Q: 3 clusters Score -181573 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -181603.078125 Penalty: 792.891113
	Iteration 37Q: 3 clusters Score -181603.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -181630.687500 Penalty: 792.891113
	Iteration 38Q: 3 clusters Score -181630.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -181654.859375 Penalty: 792.891113
	Iteration 39Q: 3 clusters Score -181654.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -181675.359375 Penalty: 792.891113
	Iteration 40F: 3 clusters Score -181675.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -181693.812500 Penalty: 792.891113
	Iteration 41Q: 3 clusters Score -181693.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -181708.796875 Penalty: 792.891113
	Iteration 42Q: 3 clusters Score -181708.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -181723.171875 Penalty: 792.891113
	Iteration 43Q: 3 clusters Score -181723.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -181735.656250 Penalty: 792.891113
	Iteration 44Q: 3 clusters Score -181735.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -181751.046875 Penalty: 792.891113
	Iteration 45Q: 3 clusters Score -181751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -181765.062500 Penalty: 792.891113
	Iteration 46Q: 3 clusters Score -181765.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -181781.765625 Penalty: 792.891113
	Iteration 47Q: 3 clusters Score -181781.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -181808.140625 Penalty: 792.891113
	Iteration 48Q: 3 clusters Score -181808.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -181837.484375 Penalty: 792.891113
	Iteration 49Q: 3 clusters Score -181837.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -181859.640625 Penalty: 792.891113
	Iteration 50Q: 3 clusters Score -181859.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -181874.484375 Penalty: 792.891113
	Iteration 51Q: 3 clusters Score -181874.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -181886.515625 Penalty: 792.891113
	Iteration 52Q: 3 clusters Score -181886.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -181896.421875 Penalty: 792.891113
	Iteration 53Q: 3 clusters Score -181896.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -181905.687500 Penalty: 792.891113
	Iteration 54Q: 3 clusters Score -181905.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -181911.984375 Penalty: 792.891113
	Iteration 55Q: 3 clusters Score -181912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -181918.687500 Penalty: 792.891113
	Iteration 56Q: 3 clusters Score -181918.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -181921.187500 Penalty: 792.891113
	Iteration 57Q: 3 clusters Score -181921.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -181923.515625 Penalty: 792.891113
	Iteration 58Q: 3 clusters Score -181923.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -181926.906250 Penalty: 792.891113
	Iteration 59Q: 3 clusters Score -181926.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -181933.031250 Penalty: 792.891113
	Iteration 60F: 3 clusters Score -181933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -181935.781250 Penalty: 792.891113
	Iteration 61Q: 3 clusters Score -181935.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -181937.031250 Penalty: 792.891113
	Iteration 62Q: 3 clusters Score -181937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -181939.796875 Penalty: 792.891113
	Iteration 63Q: 3 clusters Score -181939.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -181944.703125 Penalty: 792.891113
	Iteration 64Q: 3 clusters Score -181944.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -181948.390625 Penalty: 792.891113
	Iteration 65Q: 3 clusters Score -181948.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -181950.671875 Penalty: 792.891113
	Iteration 66Q: 3 clusters Score -181950.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -181953.484375 Penalty: 792.891113
	Iteration 67Q: 3 clusters Score -181953.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -181955.593750 Penalty: 792.891113
	Iteration 68Q: 3 clusters Score -181955.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -181956.343750 Penalty: 792.891113
	Iteration 69Q: 3 clusters Score -181956.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -181956.937500 Penalty: 792.891113
	Iteration 70Q: 3 clusters Score -181956.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -181957.765625 Penalty: 792.891113
	Iteration 71Q: 3 clusters Score -181957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -181958.843750 Penalty: 792.891113
	Iteration 72Q: 3 clusters Score -181958.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -181959.921875 Penalty: 792.891113
	Iteration 73Q: 3 clusters Score -181959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -181961.640625 Penalty: 792.891113
	Iteration 74Q: 3 clusters Score -181961.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -181962.109375 Penalty: 792.891113
	Iteration 75Q: 3 clusters Score -181962.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -181964.453125 Penalty: 792.891113
	Iteration 76Q: 3 clusters Score -181964.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -181966.437500 Penalty: 792.891113
	Iteration 77Q: 3 clusters Score -181966.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -181968.796875 Penalty: 792.891113
	Iteration 78Q: 3 clusters Score -181968.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -181972.500000 Penalty: 792.891113
	Iteration 79Q: 3 clusters Score -181972.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -181976.484375 Penalty: 792.891113
	Iteration 80F: 3 clusters Score -181976.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -181981.531250 Penalty: 792.891113
	Iteration 81Q: 3 clusters Score -181981.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -181984.500000 Penalty: 792.891113
	Iteration 82Q: 3 clusters Score -181984.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -181985.984375 Penalty: 792.891113
	Iteration 83Q: 3 clusters Score -181986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -181986.718750 Penalty: 792.891113
	Iteration 84Q: 3 clusters Score -181986.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -181987.968750 Penalty: 792.891113
	Iteration 85Q: 3 clusters Score -181988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -181989.015625 Penalty: 792.891113
	Iteration 86Q: 3 clusters Score -181989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -181990.765625 Penalty: 792.891113
	Iteration 87Q: 3 clusters Score -181990.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -181991.921875 Penalty: 792.891113
	Iteration 88Q: 3 clusters Score -181991.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -181993.046875 Penalty: 792.891113
	Iteration 89Q: 3 clusters Score -181993 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -181994.578125 Penalty: 792.891113
	Iteration 90Q: 3 clusters Score -181994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -181994.796875 Penalty: 792.891113
	Iteration 91Q: 3 clusters Score -181994.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -181995.890625 Penalty: 792.891113
	Iteration 92Q: 3 clusters Score -181995.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -181995.890625 Penalty: 792.891113
	Iteration 93F: 3 clusters Score -181995.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (6696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Entering Unmasked Estep 
Score: -208564.703125 Penalty: 400.821564
	Iteration 0F: 2 clusters Score -208564.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -204086.062500 Penalty: 801.643127
	Iteration 0F: 3 clusters Score -204086.1 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -205888.515625 Penalty: 801.643127
	Iteration 1F: 3 clusters Score -205888.5 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -206175.031250 Penalty: 801.643127
	Iteration 2F: 3 clusters Score -206175 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -206509.140625 Penalty: 801.643127
	Iteration 3F: 3 clusters Score -206509.1 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -206853.531250 Penalty: 801.643127
	Iteration 4F: 3 clusters Score -206853.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -207120.234375 Penalty: 801.643127
	Iteration 5F: 3 clusters Score -207120.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -207265.359375 Penalty: 801.643127
	Iteration 6Q: 3 clusters Score -207265.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -207338.421875 Penalty: 801.643127
	Iteration 7Q: 3 clusters Score -207338.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -207372.640625 Penalty: 801.643127
	Iteration 8Q: 3 clusters Score -207372.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -207389.937500 Penalty: 801.643127
	Iteration 9Q: 3 clusters Score -207389.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -207403.265625 Penalty: 801.643127
	Iteration 10Q: 3 clusters Score -207403.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -207415.000000 Penalty: 801.643127
	Iteration 11Q: 3 clusters Score -207415 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -207427.250000 Penalty: 801.643127
	Iteration 12Q: 3 clusters Score -207427.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -207436.953125 Penalty: 801.643127
	Iteration 13Q: 3 clusters Score -207437 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -207448.343750 Penalty: 801.643127
	Iteration 14Q: 3 clusters Score -207448.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -207460.531250 Penalty: 801.643127
	Iteration 15Q: 3 clusters Score -207460.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -207473.984375 Penalty: 801.643127
	Iteration 16Q: 3 clusters Score -207474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -207487.218750 Penalty: 801.643127
	Iteration 17Q: 3 clusters Score -207487.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -207502.640625 Penalty: 801.643127
	Iteration 18Q: 3 clusters Score -207502.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -207517.781250 Penalty: 801.643127
	Iteration 19Q: 3 clusters Score -207517.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -207532.406250 Penalty: 801.643127
	Iteration 20F: 3 clusters Score -207532.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -207545.953125 Penalty: 801.643127
	Iteration 21Q: 3 clusters Score -207546 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -207561.437500 Penalty: 801.643127
	Iteration 22Q: 3 clusters Score -207561.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -207576.281250 Penalty: 801.643127
	Iteration 23Q: 3 clusters Score -207576.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -207590.937500 Penalty: 801.643127
	Iteration 24Q: 3 clusters Score -207590.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -207603.531250 Penalty: 801.643127
	Iteration 25Q: 3 clusters Score -207603.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -207617.156250 Penalty: 801.643127
	Iteration 26Q: 3 clusters Score -207617.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -207627.015625 Penalty: 801.643127
	Iteration 27Q: 3 clusters Score -207627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -207635.437500 Penalty: 801.643127
	Iteration 28Q: 3 clusters Score -207635.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -207639.968750 Penalty: 801.643127
	Iteration 29Q: 3 clusters Score -207640 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -207645.125000 Penalty: 801.643127
	Iteration 30Q: 3 clusters Score -207645.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -207650.906250 Penalty: 801.643127
	Iteration 31Q: 3 clusters Score -207650.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -207661.375000 Penalty: 801.643127
	Iteration 32Q: 3 clusters Score -207661.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -207679.953125 Penalty: 801.643127
	Iteration 33Q: 3 clusters Score -207680 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -207701.671875 Penalty: 801.643127
	Iteration 34Q: 3 clusters Score -207701.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -207715.750000 Penalty: 801.643127
	Iteration 35Q: 3 clusters Score -207715.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -207727.468750 Penalty: 801.643127
	Iteration 36Q: 3 clusters Score -207727.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -207740.203125 Penalty: 801.643127
	Iteration 37Q: 3 clusters Score -207740.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -207752.687500 Penalty: 801.643127
	Iteration 38Q: 3 clusters Score -207752.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -207762.500000 Penalty: 801.643127
	Iteration 39Q: 3 clusters Score -207762.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -207772.359375 Penalty: 801.643127
	Iteration 40F: 3 clusters Score -207772.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -207781.281250 Penalty: 801.643127
	Iteration 41Q: 3 clusters Score -207781.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -207790.687500 Penalty: 801.643127
	Iteration 42Q: 3 clusters Score -207790.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -207803.484375 Penalty: 801.643127
	Iteration 43Q: 3 clusters Score -207803.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -207813.734375 Penalty: 801.643127
	Iteration 44Q: 3 clusters Score -207813.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -207820.906250 Penalty: 801.643127
	Iteration 45Q: 3 clusters Score -207820.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -207827.390625 Penalty: 801.643127
	Iteration 46Q: 3 clusters Score -207827.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -207831.484375 Penalty: 801.643127
	Iteration 47Q: 3 clusters Score -207831.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -207839.453125 Penalty: 801.643127
	Iteration 48Q: 3 clusters Score -207839.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -207845.125000 Penalty: 801.643127
	Iteration 49Q: 3 clusters Score -207845.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -207847.593750 Penalty: 801.643127
	Iteration 50Q: 3 clusters Score -207847.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -207850.187500 Penalty: 801.643127
	Iteration 51Q: 3 clusters Score -207850.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -207852.000000 Penalty: 801.643127
	Iteration 52Q: 3 clusters Score -207852 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -207854.437500 Penalty: 801.643127
	Iteration 53Q: 3 clusters Score -207854.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -207857.484375 Penalty: 801.643127
	Iteration 54Q: 3 clusters Score -207857.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -207860.062500 Penalty: 801.643127
	Iteration 55Q: 3 clusters Score -207860.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -207865.843750 Penalty: 801.643127
	Iteration 56Q: 3 clusters Score -207865.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -207871.734375 Penalty: 801.643127
	Iteration 57Q: 3 clusters Score -207871.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -207875.531250 Penalty: 801.643127
	Iteration 58Q: 3 clusters Score -207875.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -207880.218750 Penalty: 801.643127
	Iteration 59Q: 3 clusters Score -207880.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -207885.875000 Penalty: 801.643127
	Iteration 60F: 3 clusters Score -207885.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -207891.406250 Penalty: 801.643127
	Iteration 61Q: 3 clusters Score -207891.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -207896.187500 Penalty: 801.643127
	Iteration 62Q: 3 clusters Score -207896.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -207901.859375 Penalty: 801.643127
	Iteration 63Q: 3 clusters Score -207901.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -207906.109375 Penalty: 801.643127
	Iteration 64Q: 3 clusters Score -207906.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -207912.000000 Penalty: 801.643127
	Iteration 65Q: 3 clusters Score -207912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -207917.656250 Penalty: 801.643127
	Iteration 66Q: 3 clusters Score -207917.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -207924.546875 Penalty: 801.643127
	Iteration 67Q: 3 clusters Score -207924.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -207929.640625 Penalty: 801.643127
	Iteration 68Q: 3 clusters Score -207929.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -207936.046875 Penalty: 801.643127
	Iteration 69Q: 3 clusters Score -207936 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -207941.859375 Penalty: 801.643127
	Iteration 70Q: 3 clusters Score -207941.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -207947.828125 Penalty: 801.643127
	Iteration 71Q: 3 clusters Score -207947.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -207953.843750 Penalty: 801.643127
	Iteration 72Q: 3 clusters Score -207953.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -207962.562500 Penalty: 801.643127
	Iteration 73Q: 3 clusters Score -207962.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -207971.796875 Penalty: 801.643127
	Iteration 74Q: 3 clusters Score -207971.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -207979.890625 Penalty: 801.643127
	Iteration 75Q: 3 clusters Score -207979.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -207985.640625 Penalty: 801.643127
	Iteration 76Q: 3 clusters Score -207985.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -207994.000000 Penalty: 801.643127
	Iteration 77Q: 3 clusters Score -207994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -208005.953125 Penalty: 801.643127
	Iteration 78Q: 3 clusters Score -208006 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -208020.781250 Penalty: 801.643127
	Iteration 79Q: 3 clusters Score -208020.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -208037.718750 Penalty: 801.643127
	Iteration 80F: 3 clusters Score -208037.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -208052.562500 Penalty: 801.643127
	Iteration 81Q: 3 clusters Score -208052.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -208068.875000 Penalty: 801.643127
	Iteration 82Q: 3 clusters Score -208068.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -208086.312500 Penalty: 801.643127
	Iteration 83Q: 3 clusters Score -208086.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -208102.187500 Penalty: 801.643127
	Iteration 84Q: 3 clusters Score -208102.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -208113.734375 Penalty: 801.643127
	Iteration 85Q: 3 clusters Score -208113.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -208124.343750 Penalty: 801.643127
	Iteration 86Q: 3 clusters Score -208124.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -208129.250000 Penalty: 801.643127
	Iteration 87Q: 3 clusters Score -208129.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -208132.906250 Penalty: 801.643127
	Iteration 88Q: 3 clusters Score -208132.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -208137.109375 Penalty: 801.643127
	Iteration 89Q: 3 clusters Score -208137.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -208143.875000 Penalty: 801.643127
	Iteration 90Q: 3 clusters Score -208143.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -208147.718750 Penalty: 801.643127
	Iteration 91Q: 3 clusters Score -208147.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -208151.000000 Penalty: 801.643127
	Iteration 92Q: 3 clusters Score -208151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -208154.421875 Penalty: 801.643127
	Iteration 93Q: 3 clusters Score -208154.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -208156.859375 Penalty: 801.643127
	Iteration 94Q: 3 clusters Score -208156.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -208161.109375 Penalty: 801.643127
	Iteration 95Q: 3 clusters Score -208161.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -208166.062500 Penalty: 801.643127
	Iteration 96Q: 3 clusters Score -208166.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -208172.625000 Penalty: 801.643127
	Iteration 97Q: 3 clusters Score -208172.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -208176.750000 Penalty: 801.643127
	Iteration 98Q: 3 clusters Score -208176.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -208178.046875 Penalty: 801.643127
	Iteration 99Q: 3 clusters Score -208178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -208178.265625 Penalty: 801.643127
	Iteration 100F: 3 clusters Score -208178.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -208179.500000 Penalty: 801.643127
	Iteration 101Q: 3 clusters Score -208179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -208181.687500 Penalty: 801.643127
	Iteration 102Q: 3 clusters Score -208181.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -208185.859375 Penalty: 801.643127
	Iteration 103Q: 3 clusters Score -208185.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -208193.515625 Penalty: 801.643127
	Iteration 104Q: 3 clusters Score -208193.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -208201.734375 Penalty: 801.643127
	Iteration 105Q: 3 clusters Score -208201.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -208210.312500 Penalty: 801.643127
	Iteration 106Q: 3 clusters Score -208210.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -208218.875000 Penalty: 801.643127
	Iteration 107Q: 3 clusters Score -208218.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -208223.515625 Penalty: 801.643127
	Iteration 108Q: 3 clusters Score -208223.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -208231.687500 Penalty: 801.643127
	Iteration 109Q: 3 clusters Score -208231.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -208234.625000 Penalty: 801.643127
	Iteration 110Q: 3 clusters Score -208234.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -208236.078125 Penalty: 801.643127
	Iteration 111Q: 3 clusters Score -208236.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -208236.078125 Penalty: 801.643127
	Iteration 112F: 3 clusters Score -208236.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -3209.072754 Penalty: 226.126511
	Iteration 0F: 2 clusters Score -3209.073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -2966.354980 Penalty: 452.253021
	Iteration 0F: 3 clusters Score -2966.355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -3008.158691 Penalty: 452.253021
	Iteration 1F: 3 clusters Score -3008.159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -3015.972412 Penalty: 452.253021
	Iteration 2Q: 3 clusters Score -3015.972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3016.801758 Penalty: 452.253021
	Iteration 3Q: 3 clusters Score -3016.802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3027.004639 Penalty: 452.253021
	Iteration 4Q: 3 clusters Score -3027.005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -3030.336426 Penalty: 452.253021
	Iteration 5Q: 3 clusters Score -3030.336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3030.843994 Penalty: 452.253021
	Iteration 6Q: 3 clusters Score -3030.844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3030.843994 Penalty: 452.253021
	Iteration 7F: 3 clusters Score -3030.844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41446 members 
Mstep: Class 6 contains 55037 members 
Mstep: Class 7 contains 21448 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44716 members 
Mstep: Class 10 contains 143557 members 
Mstep: Class 11 contains 119211 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 5058 members 
Mstep: Class 15 contains 10503 members 
Mstep: Class 16 contains 16979 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8652 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736169.000000 Penalty: 14978.081055
Iteration 279Q: 26 clusters Score -1.573617e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41447 members 
Mstep: Class 6 contains 55036 members 
Mstep: Class 7 contains 21449 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44714 members 
Mstep: Class 10 contains 143556 members 
Mstep: Class 11 contains 119210 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 3426 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10503 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4090 members 
Mstep: Class 20 contains 10114 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8652 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6697 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736172.000000 Penalty: 14978.081055
Iteration 280F: 26 clusters Score -1.573617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41449 members 
Mstep: Class 6 contains 55035 members 
Mstep: Class 7 contains 21449 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44711 members 
Mstep: Class 10 contains 143555 members 
Mstep: Class 11 contains 119210 members 
Mstep: Class 12 contains 5976 members 
Mstep: Class 13 contains 3428 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10504 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4091 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8651 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6696 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736183.000000 Penalty: 14978.081055
Iteration 281Q: 26 clusters Score -1.573618e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4011 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41450 members 
Mstep: Class 6 contains 55033 members 
Mstep: Class 7 contains 21450 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44710 members 
Mstep: Class 10 contains 143553 members 
Mstep: Class 11 contains 119211 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10505 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8650 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6695 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736173.000000 Penalty: 14978.081055
Iteration 282Q: 26 clusters Score -1.573617e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41452 members 
Mstep: Class 6 contains 55033 members 
Mstep: Class 7 contains 21451 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44707 members 
Mstep: Class 10 contains 143552 members 
Mstep: Class 11 contains 119214 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10505 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8649 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736165.000000 Penalty: 14978.081055
Iteration 283Q: 26 clusters Score -1.573616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41452 members 
Mstep: Class 6 contains 55033 members 
Mstep: Class 7 contains 21453 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44706 members 
Mstep: Class 10 contains 143551 members 
Mstep: Class 11 contains 119214 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10505 members 
Mstep: Class 16 contains 16979 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8648 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736163.000000 Penalty: 14978.081055
Iteration 284Q: 26 clusters Score -1.573616e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41452 members 
Mstep: Class 6 contains 55033 members 
Mstep: Class 7 contains 21455 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44704 members 
Mstep: Class 10 contains 143550 members 
Mstep: Class 11 contains 119213 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3432 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10506 members 
Mstep: Class 16 contains 16979 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8648 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736165.000000 Penalty: 14978.081055
Iteration 285Q: 26 clusters Score -1.573616e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41451 members 
Mstep: Class 6 contains 55033 members 
Mstep: Class 7 contains 21459 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44701 members 
Mstep: Class 10 contains 143550 members 
Mstep: Class 11 contains 119212 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3433 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10507 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8648 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736171.000000 Penalty: 14978.081055
Iteration 286Q: 26 clusters Score -1.573617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41450 members 
Mstep: Class 6 contains 55032 members 
Mstep: Class 7 contains 21463 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44701 members 
Mstep: Class 10 contains 143550 members 
Mstep: Class 11 contains 119212 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10507 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8648 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736170.000000 Penalty: 14978.081055
Iteration 287Q: 26 clusters Score -1.573617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41450 members 
Mstep: Class 6 contains 55032 members 
Mstep: Class 7 contains 21466 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44699 members 
Mstep: Class 10 contains 143550 members 
Mstep: Class 11 contains 119212 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10507 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8648 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736174.000000 Penalty: 14978.081055
Iteration 288Q: 26 clusters Score -1.573617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41450 members 
Mstep: Class 6 contains 55032 members 
Mstep: Class 7 contains 21468 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44698 members 
Mstep: Class 10 contains 143550 members 
Mstep: Class 11 contains 119212 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10507 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8648 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736172.000000 Penalty: 14978.081055
Iteration 289Q: 26 clusters Score -1.573617e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41450 members 
Mstep: Class 6 contains 55032 members 
Mstep: Class 7 contains 21472 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44696 members 
Mstep: Class 10 contains 143550 members 
Mstep: Class 11 contains 119211 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3428 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10507 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8648 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736173.000000 Penalty: 14978.081055
Iteration 290Q: 26 clusters Score -1.573617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41449 members 
Mstep: Class 6 contains 55031 members 
Mstep: Class 7 contains 21477 members 
Mstep: Class 8 contains 2351 members 
Mstep: Class 9 contains 44697 members 
Mstep: Class 10 contains 143550 members 
Mstep: Class 11 contains 119209 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3427 members 
Mstep: Class 14 contains 5060 members 
Mstep: Class 15 contains 10507 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8647 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736175.000000 Penalty: 14978.081055
Iteration 291Q: 26 clusters Score -1.573618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41449 members 
Mstep: Class 6 contains 55031 members 
Mstep: Class 7 contains 21478 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44698 members 
Mstep: Class 10 contains 143550 members 
Mstep: Class 11 contains 119208 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3429 members 
Mstep: Class 14 contains 5059 members 
Mstep: Class 15 contains 10507 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8644 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736177.000000 Penalty: 14978.081055
Iteration 292Q: 26 clusters Score -1.573618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41448 members 
Mstep: Class 6 contains 55031 members 
Mstep: Class 7 contains 21480 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44700 members 
Mstep: Class 10 contains 143549 members 
Mstep: Class 11 contains 119207 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 5058 members 
Mstep: Class 15 contains 10507 members 
Mstep: Class 16 contains 16978 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736173.000000 Penalty: 14978.081055
Iteration 293Q: 26 clusters Score -1.573617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41449 members 
Mstep: Class 6 contains 55031 members 
Mstep: Class 7 contains 21480 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44698 members 
Mstep: Class 10 contains 143549 members 
Mstep: Class 11 contains 119209 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 5057 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16977 members 
Mstep: Class 17 contains 2758 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736169.000000 Penalty: 14978.081055
Iteration 294Q: 26 clusters Score -1.573617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41453 members 
Mstep: Class 6 contains 55031 members 
Mstep: Class 7 contains 21480 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44695 members 
Mstep: Class 10 contains 143547 members 
Mstep: Class 11 contains 119211 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3431 members 
Mstep: Class 14 contains 5056 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2759 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736168.000000 Penalty: 14978.081055
Iteration 295Q: 26 clusters Score -1.573617e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41455 members 
Mstep: Class 6 contains 55031 members 
Mstep: Class 7 contains 21481 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44693 members 
Mstep: Class 10 contains 143546 members 
Mstep: Class 11 contains 119212 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3430 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736170.000000 Penalty: 14978.081055
Iteration 296Q: 26 clusters Score -1.573617e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41457 members 
Mstep: Class 6 contains 55031 members 
Mstep: Class 7 contains 21483 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44692 members 
Mstep: Class 10 contains 143546 members 
Mstep: Class 11 contains 119212 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3427 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736163.000000 Penalty: 14978.081055
Iteration 297Q: 26 clusters Score -1.573616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41457 members 
Mstep: Class 6 contains 55031 members 
Mstep: Class 7 contains 21485 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44691 members 
Mstep: Class 10 contains 143546 members 
Mstep: Class 11 contains 119214 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 10507 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4093 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736147.000000 Penalty: 14978.081055
Iteration 298Q: 26 clusters Score -1.573615e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41458 members 
Mstep: Class 6 contains 55031 members 
Mstep: Class 7 contains 21487 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44689 members 
Mstep: Class 10 contains 143547 members 
Mstep: Class 11 contains 119212 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 10507 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736165.000000 Penalty: 14978.081055
Iteration 299Q: 26 clusters Score -1.573616e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41458 members 
Mstep: Class 6 contains 55030 members 
Mstep: Class 7 contains 21491 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44686 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119210 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 10507 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736156.000000 Penalty: 14978.081055
Iteration 300F: 26 clusters Score -1.573616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41458 members 
Mstep: Class 6 contains 55030 members 
Mstep: Class 7 contains 21494 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44683 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119208 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3426 members 
Mstep: Class 14 contains 5055 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10115 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736153.000000 Penalty: 14978.081055
Iteration 301Q: 26 clusters Score -1.573615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41457 members 
Mstep: Class 6 contains 55030 members 
Mstep: Class 7 contains 21496 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44683 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119207 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3426 members 
Mstep: Class 14 contains 5054 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736155.000000 Penalty: 14978.081055
Iteration 302Q: 26 clusters Score -1.573616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41457 members 
Mstep: Class 6 contains 55030 members 
Mstep: Class 7 contains 21500 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44683 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119205 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 5053 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736153.000000 Penalty: 14978.081055
Iteration 303Q: 26 clusters Score -1.573615e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41457 members 
Mstep: Class 6 contains 55030 members 
Mstep: Class 7 contains 21501 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44683 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119205 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736154.000000 Penalty: 14978.081055
Iteration 304Q: 26 clusters Score -1.573615e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41457 members 
Mstep: Class 6 contains 55030 members 
Mstep: Class 7 contains 21501 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44683 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119205 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736157.000000 Penalty: 14978.081055
Iteration 305Q: 26 clusters Score -1.573616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41457 members 
Mstep: Class 6 contains 55029 members 
Mstep: Class 7 contains 21502 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44683 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119205 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3425 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736161.000000 Penalty: 14978.081055
Iteration 306Q: 26 clusters Score -1.573616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41457 members 
Mstep: Class 6 contains 55028 members 
Mstep: Class 7 contains 21503 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44683 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119206 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3424 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736152.000000 Penalty: 14978.081055
Iteration 307Q: 26 clusters Score -1.573615e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41457 members 
Mstep: Class 6 contains 55028 members 
Mstep: Class 7 contains 21504 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44684 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119206 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3422 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736162.000000 Penalty: 14978.081055
Iteration 308Q: 26 clusters Score -1.573616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41457 members 
Mstep: Class 6 contains 55028 members 
Mstep: Class 7 contains 21505 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44683 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119205 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736163.000000 Penalty: 14978.081055
Iteration 309Q: 26 clusters Score -1.573616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41457 members 
Mstep: Class 6 contains 55028 members 
Mstep: Class 7 contains 21508 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44682 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119203 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736163.000000 Penalty: 14978.081055
Iteration 310Q: 26 clusters Score -1.573616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41457 members 
Mstep: Class 6 contains 55028 members 
Mstep: Class 7 contains 21510 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44681 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119202 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16976 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736159.000000 Penalty: 14978.081055
Iteration 311Q: 26 clusters Score -1.573616e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41458 members 
Mstep: Class 6 contains 55028 members 
Mstep: Class 7 contains 21511 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44682 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119200 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10508 members 
Mstep: Class 16 contains 16975 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736160.000000 Penalty: 14978.081055
Iteration 312Q: 26 clusters Score -1.573616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41458 members 
Mstep: Class 6 contains 55027 members 
Mstep: Class 7 contains 21512 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44682 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119199 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10509 members 
Mstep: Class 16 contains 16975 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736163.000000 Penalty: 14978.081055
Iteration 313Q: 26 clusters Score -1.573616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41458 members 
Mstep: Class 6 contains 55027 members 
Mstep: Class 7 contains 21513 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44681 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119198 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10510 members 
Mstep: Class 16 contains 16975 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736160.000000 Penalty: 14978.081055
Iteration 314Q: 26 clusters Score -1.573616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41458 members 
Mstep: Class 6 contains 55027 members 
Mstep: Class 7 contains 21514 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44679 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119198 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10511 members 
Mstep: Class 16 contains 16975 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736165.000000 Penalty: 14978.081055
Iteration 315Q: 26 clusters Score -1.573616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41459 members 
Mstep: Class 6 contains 55027 members 
Mstep: Class 7 contains 21515 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44678 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119197 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10511 members 
Mstep: Class 16 contains 16975 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736162.000000 Penalty: 14978.081055
Iteration 316Q: 26 clusters Score -1.573616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41459 members 
Mstep: Class 6 contains 55027 members 
Mstep: Class 7 contains 21516 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44678 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119196 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10511 members 
Mstep: Class 16 contains 16975 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736161.000000 Penalty: 14978.081055
Iteration 317Q: 26 clusters Score -1.573616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 917 members 
Mstep: Class 3 contains 4010 members 
Mstep: Class 4 contains 469 members 
Mstep: Class 5 contains 41459 members 
Mstep: Class 6 contains 55027 members 
Mstep: Class 7 contains 21516 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 44678 members 
Mstep: Class 10 contains 143548 members 
Mstep: Class 11 contains 119196 members 
Mstep: Class 12 contains 5975 members 
Mstep: Class 13 contains 3423 members 
Mstep: Class 14 contains 5052 members 
Mstep: Class 15 contains 10511 members 
Mstep: Class 16 contains 16975 members 
Mstep: Class 17 contains 2760 members 
Mstep: Class 18 contains 2416 members 
Mstep: Class 19 contains 4094 members 
Mstep: Class 20 contains 10116 members 
Mstep: Class 21 contains 2603 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 6082 members 
Mstep: Class 24 contains 6694 members 
Mstep: Class 25 contains 144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15736161.000000 Penalty: 14978.081055
Iteration 318F: 26 clusters Score -1.573616e+07 nChanged 0
Entering ConstructFrom: 
Score: -15736161.000000 Penalty: 14978.081055
Entering ConstructFrom: 
Trying to split cluster 1 (4423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Entering Unmasked Estep 
Score: -144160.718750 Penalty: 381.953094
	Iteration 0F: 2 clusters Score -144160.7 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 2239 members 
Entering Unmasked Estep 
Score: -141146.921875 Penalty: 763.906189
	Iteration 0F: 3 clusters Score -141146.9 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -142308.812500 Penalty: 763.906189
	Iteration 1F: 3 clusters Score -142308.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -142416.015625 Penalty: 763.906189
	Iteration 2F: 3 clusters Score -142416 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -142491.750000 Penalty: 763.906189
	Iteration 3Q: 3 clusters Score -142491.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -142543.156250 Penalty: 763.906189
	Iteration 4Q: 3 clusters Score -142543.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -142602.062500 Penalty: 763.906189
	Iteration 5Q: 3 clusters Score -142602.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -142671.000000 Penalty: 763.906189
	Iteration 6Q: 3 clusters Score -142671 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -142751.906250 Penalty: 763.906189
	Iteration 7Q: 3 clusters Score -142751.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -142854.484375 Penalty: 763.906189
	Iteration 8Q: 3 clusters Score -142854.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -143025.296875 Penalty: 763.906189
	Iteration 9Q: 3 clusters Score -143025.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -143246.640625 Penalty: 763.906189
	Iteration 10F: 3 clusters Score -143246.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -143410.703125 Penalty: 763.906189
	Iteration 11Q: 3 clusters Score -143410.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -143543.359375 Penalty: 763.906189
	Iteration 12Q: 3 clusters Score -143543.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -143606.000000 Penalty: 763.906189
	Iteration 13Q: 3 clusters Score -143606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -143632.375000 Penalty: 763.906189
	Iteration 14Q: 3 clusters Score -143632.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -143659.453125 Penalty: 763.906189
	Iteration 15Q: 3 clusters Score -143659.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -143678.968750 Penalty: 763.906189
	Iteration 16Q: 3 clusters Score -143679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -143695.468750 Penalty: 763.906189
	Iteration 17Q: 3 clusters Score -143695.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -143705.109375 Penalty: 763.906189
	Iteration 18Q: 3 clusters Score -143705.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -143711.671875 Penalty: 763.906189
	Iteration 19Q: 3 clusters Score -143711.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -143715.843750 Penalty: 763.906189
	Iteration 20F: 3 clusters Score -143715.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -143718.828125 Penalty: 763.906189
	Iteration 21Q: 3 clusters Score -143718.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -143721.468750 Penalty: 763.906189
	Iteration 22Q: 3 clusters Score -143721.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -143723.875000 Penalty: 763.906189
	Iteration 23Q: 3 clusters Score -143723.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -143725.468750 Penalty: 763.906189
	Iteration 24Q: 3 clusters Score -143725.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -143727.156250 Penalty: 763.906189
	Iteration 25Q: 3 clusters Score -143727.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -143728.406250 Penalty: 763.906189
	Iteration 26Q: 3 clusters Score -143728.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -143728.812500 Penalty: 763.906189
	Iteration 27Q: 3 clusters Score -143728.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -143730.281250 Penalty: 763.906189
	Iteration 28Q: 3 clusters Score -143730.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -143731.625000 Penalty: 763.906189
	Iteration 29Q: 3 clusters Score -143731.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -143732.500000 Penalty: 763.906189
	Iteration 30Q: 3 clusters Score -143732.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -143733.703125 Penalty: 763.906189
	Iteration 31Q: 3 clusters Score -143733.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -143735.765625 Penalty: 763.906189
	Iteration 32Q: 3 clusters Score -143735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -143736.328125 Penalty: 763.906189
	Iteration 33Q: 3 clusters Score -143736.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -143737.000000 Penalty: 763.906189
	Iteration 34Q: 3 clusters Score -143737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -143737.375000 Penalty: 763.906189
	Iteration 35Q: 3 clusters Score -143737.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -143737.906250 Penalty: 763.906189
	Iteration 36Q: 3 clusters Score -143737.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -143737.906250 Penalty: 763.906189
	Iteration 37F: 3 clusters Score -143737.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Entering Unmasked Estep 
Score: -29858.673828 Penalty: 310.360382
	Iteration 0F: 2 clusters Score -29858.67 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -29092.046875 Penalty: 620.720764
	Iteration 0F: 3 clusters Score -29092.05 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -29308.394531 Penalty: 620.720764
	Iteration 1F: 3 clusters Score -29308.39 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -29337.982422 Penalty: 620.720764
	Iteration 2F: 3 clusters Score -29337.98 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -29357.968750 Penalty: 620.720764
	Iteration 3Q: 3 clusters Score -29357.97 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -29372.064453 Penalty: 620.720764
	Iteration 4Q: 3 clusters Score -29372.06 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -29393.777344 Penalty: 620.720764
	Iteration 5Q: 3 clusters Score -29393.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -29412.701172 Penalty: 620.720764
	Iteration 6Q: 3 clusters Score -29412.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -29434.855469 Penalty: 620.720764
	Iteration 7Q: 3 clusters Score -29434.86 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -29455.720703 Penalty: 620.720764
	Iteration 8Q: 3 clusters Score -29455.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29464.683594 Penalty: 620.720764
	Iteration 9Q: 3 clusters Score -29464.68 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29480.578125 Penalty: 620.720764
	Iteration 10Q: 3 clusters Score -29480.58 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -29500.083984 Penalty: 620.720764
	Iteration 11Q: 3 clusters Score -29500.08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -29522.691406 Penalty: 620.720764
	Iteration 12Q: 3 clusters Score -29522.69 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -29535.431641 Penalty: 620.720764
	Iteration 13Q: 3 clusters Score -29535.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -29542.880859 Penalty: 620.720764
	Iteration 14Q: 3 clusters Score -29542.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -29554.132812 Penalty: 620.720764
	Iteration 15Q: 3 clusters Score -29554.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -29559.382812 Penalty: 620.720764
	Iteration 16Q: 3 clusters Score -29559.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -29564.205078 Penalty: 620.720764
	Iteration 17Q: 3 clusters Score -29564.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -29567.523438 Penalty: 620.720764
	Iteration 18Q: 3 clusters Score -29567.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -29572.109375 Penalty: 620.720764
	Iteration 19Q: 3 clusters Score -29572.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -29573.636719 Penalty: 620.720764
	Iteration 20F: 3 clusters Score -29573.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -29575.505859 Penalty: 620.720764
	Iteration 21Q: 3 clusters Score -29575.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -29578.208984 Penalty: 620.720764
	Iteration 22Q: 3 clusters Score -29578.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 58 members 
Entering Unmasked Estep 
Score: -29578.208984 Penalty: 620.720764
	Iteration 23F: 3 clusters Score -29578.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (4010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Entering Unmasked Estep 
Score: -118446.140625 Penalty: 377.492889
	Iteration 0F: 2 clusters Score -118446.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -115674.679688 Penalty: 754.985779
	Iteration 0F: 3 clusters Score -115674.7 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -116710.476562 Penalty: 754.985779
	Iteration 1F: 3 clusters Score -116710.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -116853.421875 Penalty: 754.985779
	Iteration 2F: 3 clusters Score -116853.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -116993.773438 Penalty: 754.985779
	Iteration 3F: 3 clusters Score -116993.8 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -117141.437500 Penalty: 754.985779
	Iteration 4F: 3 clusters Score -117141.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -117323.937500 Penalty: 754.985779
	Iteration 5F: 3 clusters Score -117323.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -117502.781250 Penalty: 754.985779
	Iteration 6F: 3 clusters Score -117502.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -117627.500000 Penalty: 754.985779
	Iteration 7Q: 3 clusters Score -117627.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -117724.273438 Penalty: 754.985779
	Iteration 8Q: 3 clusters Score -117724.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -117827.796875 Penalty: 754.985779
	Iteration 9Q: 3 clusters Score -117827.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -117885.078125 Penalty: 754.985779
	Iteration 10Q: 3 clusters Score -117885.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -117927.750000 Penalty: 754.985779
	Iteration 11Q: 3 clusters Score -117927.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -117971.382812 Penalty: 754.985779
	Iteration 12Q: 3 clusters Score -117971.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -118008.414062 Penalty: 754.985779
	Iteration 13Q: 3 clusters Score -118008.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -118025.218750 Penalty: 754.985779
	Iteration 14Q: 3 clusters Score -118025.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -118037.109375 Penalty: 754.985779
	Iteration 15Q: 3 clusters Score -118037.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -118049.835938 Penalty: 754.985779
	Iteration 16Q: 3 clusters Score -118049.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -118063.492188 Penalty: 754.985779
	Iteration 17Q: 3 clusters Score -118063.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -118072.367188 Penalty: 754.985779
	Iteration 18Q: 3 clusters Score -118072.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -118079.929688 Penalty: 754.985779
	Iteration 19Q: 3 clusters Score -118079.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -118092.242188 Penalty: 754.985779
	Iteration 20F: 3 clusters Score -118092.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -118101.257812 Penalty: 754.985779
	Iteration 21Q: 3 clusters Score -118101.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -118104.726562 Penalty: 754.985779
	Iteration 22Q: 3 clusters Score -118104.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -118107.250000 Penalty: 754.985779
	Iteration 23Q: 3 clusters Score -118107.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -118109.046875 Penalty: 754.985779
	Iteration 24Q: 3 clusters Score -118109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -118109.781250 Penalty: 754.985779
	Iteration 25Q: 3 clusters Score -118109.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -118109.921875 Penalty: 754.985779
	Iteration 26Q: 3 clusters Score -118109.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -118111.351562 Penalty: 754.985779
	Iteration 27Q: 3 clusters Score -118111.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -118111.515625 Penalty: 754.985779
	Iteration 28Q: 3 clusters Score -118111.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -118111.515625 Penalty: 754.985779
	Iteration 29F: 3 clusters Score -118111.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Entering Unmasked Estep 
Score: -11573.738281 Penalty: 279.852417
	Iteration 0F: 2 clusters Score -11573.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -11145.426758 Penalty: 559.704834
	Iteration 0F: 3 clusters Score -11145.43 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -11271.825195 Penalty: 559.704834
	Iteration 1F: 3 clusters Score -11271.83 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -11305.208984 Penalty: 559.704834
	Iteration 2F: 3 clusters Score -11305.21 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -11323.962891 Penalty: 559.704834
	Iteration 3F: 3 clusters Score -11323.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -11330.056641 Penalty: 559.704834
	Iteration 4Q: 3 clusters Score -11330.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -11336.445312 Penalty: 559.704834
	Iteration 5Q: 3 clusters Score -11336.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -11338.248047 Penalty: 559.704834
	Iteration 6Q: 3 clusters Score -11338.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -11339.839844 Penalty: 559.704834
	Iteration 7Q: 3 clusters Score -11339.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11342.267578 Penalty: 559.704834
	Iteration 8Q: 3 clusters Score -11342.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -11342.745117 Penalty: 559.704834
	Iteration 9Q: 3 clusters Score -11342.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11342.783203 Penalty: 559.704834
	Iteration 10Q: 3 clusters Score -11342.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -11342.783203 Penalty: 559.704834
	Iteration 11F: 3 clusters Score -11342.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Entering Unmasked Estep 
Score: -1325061.875000 Penalty: 483.776947
	Iteration 0F: 2 clusters Score -1325062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -1297470.875000 Penalty: 967.553894
	Iteration 0F: 3 clusters Score -1297471 nChanged 19781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -1309631.000000 Penalty: 967.553894
	Iteration 1F: 3 clusters Score -1309631 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -1311217.000000 Penalty: 967.553894
	Iteration 2F: 3 clusters Score -1311217 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -1313643.000000 Penalty: 967.553894
	Iteration 3F: 3 clusters Score -1313643 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 32885 members 
Entering Unmasked Estep 
Score: -1316607.375000 Penalty: 967.553894
	Iteration 4F: 3 clusters Score -1316607 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 35993 members 
Entering Unmasked Estep 
Score: -1319557.125000 Penalty: 967.553894
	Iteration 5F: 3 clusters Score -1319557 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -1321915.875000 Penalty: 967.553894
	Iteration 6F: 3 clusters Score -1321916 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 40034 members 
Entering Unmasked Estep 
Score: -1323413.875000 Penalty: 967.553894
	Iteration 7Q: 3 clusters Score -1323414 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 40877 members 
Entering Unmasked Estep 
Score: -1324174.375000 Penalty: 967.553894
	Iteration 8Q: 3 clusters Score -1324174 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 41206 members 
Entering Unmasked Estep 
Score: -1324473.375000 Penalty: 967.553894
	Iteration 9Q: 3 clusters Score -1324473 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 41321 members 
Entering Unmasked Estep 
Score: -1324578.875000 Penalty: 967.553894
	Iteration 10Q: 3 clusters Score -1324579 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 41355 members 
Entering Unmasked Estep 
Score: -1324615.625000 Penalty: 967.553894
	Iteration 11Q: 3 clusters Score -1324616 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -1324630.000000 Penalty: 967.553894
	Iteration 12Q: 3 clusters Score -1324630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -1324640.250000 Penalty: 967.553894
	Iteration 13Q: 3 clusters Score -1324640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 41378 members 
Entering Unmasked Estep 
Score: -1324644.875000 Penalty: 967.553894
	Iteration 14Q: 3 clusters Score -1324645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -1324650.500000 Penalty: 967.553894
	Iteration 15Q: 3 clusters Score -1324650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 41386 members 
Entering Unmasked Estep 
Score: -1324653.500000 Penalty: 967.553894
	Iteration 16Q: 3 clusters Score -1324654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -1324656.250000 Penalty: 967.553894
	Iteration 17Q: 3 clusters Score -1324656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 41392 members 
Entering Unmasked Estep 
Score: -1324662.250000 Penalty: 967.553894
	Iteration 18Q: 3 clusters Score -1324662 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -1324663.875000 Penalty: 967.553894
	Iteration 19Q: 3 clusters Score -1324664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -1324665.375000 Penalty: 967.553894
	Iteration 20F: 3 clusters Score -1324665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -1324667.125000 Penalty: 967.553894
	Iteration 21Q: 3 clusters Score -1324667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -1324667.125000 Penalty: 967.553894
	Iteration 22F: 3 clusters Score -1324667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (55027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55027 members 
Entering Unmasked Estep 
Score: -1691071.750000 Penalty: 496.658844
	Iteration 0F: 2 clusters Score -1691072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 27510 members 
Entering Unmasked Estep 
Score: -1654241.500000 Penalty: 993.317688
	Iteration 0F: 3 clusters Score -1654242 nChanged 26694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -1671006.625000 Penalty: 993.317688
	Iteration 1F: 3 clusters Score -1671007 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 24983 members 
Entering Unmasked Estep 
Score: -1672085.125000 Penalty: 993.317688
	Iteration 2Q: 3 clusters Score -1672085 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31019 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -1673592.875000 Penalty: 993.317688
	Iteration 3F: 3 clusters Score -1673593 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -1675542.250000 Penalty: 993.317688
	Iteration 4F: 3 clusters Score -1675542 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32800 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -1678087.625000 Penalty: 993.317688
	Iteration 5F: 3 clusters Score -1678088 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -1681161.125000 Penalty: 993.317688
	Iteration 6F: 3 clusters Score -1681161 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33983 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -1683715.125000 Penalty: 993.317688
	Iteration 7F: 3 clusters Score -1683715 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -1684885.875000 Penalty: 993.317688
	Iteration 8Q: 3 clusters Score -1684886 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -1685366.125000 Penalty: 993.317688
	Iteration 9Q: 3 clusters Score -1685366 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -1685649.500000 Penalty: 993.317688
	Iteration 10Q: 3 clusters Score -1685650 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -1685872.625000 Penalty: 993.317688
	Iteration 11Q: 3 clusters Score -1685873 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36213 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -1686090.000000 Penalty: 993.317688
	Iteration 12Q: 3 clusters Score -1686090 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -1686276.250000 Penalty: 993.317688
	Iteration 13Q: 3 clusters Score -1686276 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -1686454.250000 Penalty: 993.317688
	Iteration 14Q: 3 clusters Score -1686454 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -1686580.875000 Penalty: 993.317688
	Iteration 15Q: 3 clusters Score -1686581 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -1686688.250000 Penalty: 993.317688
	Iteration 16Q: 3 clusters Score -1686688 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -1686770.125000 Penalty: 993.317688
	Iteration 17Q: 3 clusters Score -1686770 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38746 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -1686864.000000 Penalty: 993.317688
	Iteration 18Q: 3 clusters Score -1686864 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39136 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -1686932.000000 Penalty: 993.317688
	Iteration 19Q: 3 clusters Score -1686932 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -1687003.750000 Penalty: 993.317688
	Iteration 20F: 3 clusters Score -1687004 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -1687052.875000 Penalty: 993.317688
	Iteration 21Q: 3 clusters Score -1687053 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -1687094.250000 Penalty: 993.317688
	Iteration 22Q: 3 clusters Score -1687094 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40541 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1687159.875000 Penalty: 993.317688
	Iteration 23Q: 3 clusters Score -1687160 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1687205.625000 Penalty: 993.317688
	Iteration 24Q: 3 clusters Score -1687206 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1687253.250000 Penalty: 993.317688
	Iteration 25Q: 3 clusters Score -1687253 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1687278.875000 Penalty: 993.317688
	Iteration 26Q: 3 clusters Score -1687279 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -1687322.250000 Penalty: 993.317688
	Iteration 27Q: 3 clusters Score -1687322 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -1687356.500000 Penalty: 993.317688
	Iteration 28Q: 3 clusters Score -1687356 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42307 members 
Mstep: Class 2 contains 12720 members 
Entering Unmasked Estep 
Score: -1687367.125000 Penalty: 993.317688
	Iteration 29Q: 3 clusters Score -1687367 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42535 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -1687397.875000 Penalty: 993.317688
	Iteration 30Q: 3 clusters Score -1687398 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -1687424.500000 Penalty: 993.317688
	Iteration 31Q: 3 clusters Score -1687424 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42984 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1687450.000000 Penalty: 993.317688
	Iteration 32Q: 3 clusters Score -1687450 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43191 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1687467.750000 Penalty: 993.317688
	Iteration 33Q: 3 clusters Score -1687468 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -1687490.750000 Penalty: 993.317688
	Iteration 34Q: 3 clusters Score -1687491 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -1687509.625000 Penalty: 993.317688
	Iteration 35Q: 3 clusters Score -1687510 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43882 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -1687532.750000 Penalty: 993.317688
	Iteration 36Q: 3 clusters Score -1687533 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44138 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1687576.875000 Penalty: 993.317688
	Iteration 37Q: 3 clusters Score -1687577 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44396 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1687603.750000 Penalty: 993.317688
	Iteration 38Q: 3 clusters Score -1687604 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44698 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1687644.125000 Penalty: 993.317688
	Iteration 39Q: 3 clusters Score -1687644 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -1687703.500000 Penalty: 993.317688
	Iteration 40F: 3 clusters Score -1687704 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45325 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1687741.375000 Penalty: 993.317688
	Iteration 41Q: 3 clusters Score -1687741 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45606 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1687779.375000 Penalty: 993.317688
	Iteration 42Q: 3 clusters Score -1687779 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45889 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1687825.250000 Penalty: 993.317688
	Iteration 43Q: 3 clusters Score -1687825 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46183 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1687871.125000 Penalty: 993.317688
	Iteration 44Q: 3 clusters Score -1687871 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46481 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -1687923.250000 Penalty: 993.317688
	Iteration 45Q: 3 clusters Score -1687923 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46778 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -1687969.625000 Penalty: 993.317688
	Iteration 46Q: 3 clusters Score -1687970 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47100 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1688025.750000 Penalty: 993.317688
	Iteration 47Q: 3 clusters Score -1688026 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47428 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -1688092.750000 Penalty: 993.317688
	Iteration 48Q: 3 clusters Score -1688093 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47745 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1688156.375000 Penalty: 993.317688
	Iteration 49Q: 3 clusters Score -1688156 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -1688222.250000 Penalty: 993.317688
	Iteration 50Q: 3 clusters Score -1688222 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48359 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1688291.875000 Penalty: 993.317688
	Iteration 51Q: 3 clusters Score -1688292 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -1688356.625000 Penalty: 993.317688
	Iteration 52Q: 3 clusters Score -1688357 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48988 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1688424.625000 Penalty: 993.317688
	Iteration 53Q: 3 clusters Score -1688425 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49308 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1688506.875000 Penalty: 993.317688
	Iteration 54Q: 3 clusters Score -1688507 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49641 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1688576.125000 Penalty: 993.317688
	Iteration 55Q: 3 clusters Score -1688576 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49999 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -1688656.875000 Penalty: 993.317688
	Iteration 56Q: 3 clusters Score -1688657 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1688774.125000 Penalty: 993.317688
	Iteration 57Q: 3 clusters Score -1688774 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50814 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1688932.750000 Penalty: 993.317688
	Iteration 58Q: 3 clusters Score -1688933 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1689084.875000 Penalty: 993.317688
	Iteration 59Q: 3 clusters Score -1689085 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51664 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1689219.625000 Penalty: 993.317688
	Iteration 60F: 3 clusters Score -1689220 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1689385.750000 Penalty: 993.317688
	Iteration 61Q: 3 clusters Score -1689386 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52441 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1689531.750000 Penalty: 993.317688
	Iteration 62Q: 3 clusters Score -1689532 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52787 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1689679.125000 Penalty: 993.317688
	Iteration 63Q: 3 clusters Score -1689679 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53128 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1689844.750000 Penalty: 993.317688
	Iteration 64Q: 3 clusters Score -1689845 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53453 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1690003.125000 Penalty: 993.317688
	Iteration 65Q: 3 clusters Score -1690003 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1690127.125000 Penalty: 993.317688
	Iteration 66Q: 3 clusters Score -1690127 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1690223.250000 Penalty: 993.317688
	Iteration 67Q: 3 clusters Score -1690223 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54138 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1690314.500000 Penalty: 993.317688
	Iteration 68Q: 3 clusters Score -1690314 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1690399.500000 Penalty: 993.317688
	Iteration 69Q: 3 clusters Score -1690400 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1690475.250000 Penalty: 993.317688
	Iteration 70Q: 3 clusters Score -1690475 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54527 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1690534.750000 Penalty: 993.317688
	Iteration 71Q: 3 clusters Score -1690535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54581 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1690569.125000 Penalty: 993.317688
	Iteration 72Q: 3 clusters Score -1690569 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54623 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1690593.250000 Penalty: 993.317688
	Iteration 73Q: 3 clusters Score -1690593 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1690610.875000 Penalty: 993.317688
	Iteration 74Q: 3 clusters Score -1690611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1690626.375000 Penalty: 993.317688
	Iteration 75Q: 3 clusters Score -1690626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54711 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -1690634.750000 Penalty: 993.317688
	Iteration 76Q: 3 clusters Score -1690635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54718 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1690637.250000 Penalty: 993.317688
	Iteration 77Q: 3 clusters Score -1690637 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1690641.125000 Penalty: 993.317688
	Iteration 78Q: 3 clusters Score -1690641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -1690642.125000 Penalty: 993.317688
	Iteration 79Q: 3 clusters Score -1690642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -1690648.250000 Penalty: 993.317688
	Iteration 80F: 3 clusters Score -1690648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54749 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -1690654.750000 Penalty: 993.317688
	Iteration 81Q: 3 clusters Score -1690655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54753 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -1690656.875000 Penalty: 993.317688
	Iteration 82Q: 3 clusters Score -1690657 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -1690662.875000 Penalty: 993.317688
	Iteration 83Q: 3 clusters Score -1690663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54764 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -1690668.625000 Penalty: 993.317688
	Iteration 84Q: 3 clusters Score -1690669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -1690673.000000 Penalty: 993.317688
	Iteration 85Q: 3 clusters Score -1690673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54773 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -1690676.625000 Penalty: 993.317688
	Iteration 86Q: 3 clusters Score -1690677 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1690678.500000 Penalty: 993.317688
	Iteration 87Q: 3 clusters Score -1690678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54777 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -1690679.125000 Penalty: 993.317688
	Iteration 88Q: 3 clusters Score -1690679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54779 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -1690681.000000 Penalty: 993.317688
	Iteration 89Q: 3 clusters Score -1690681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1690681.375000 Penalty: 993.317688
	Iteration 90Q: 3 clusters Score -1690681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -1690681.375000 Penalty: 993.317688
	Iteration 91F: 3 clusters Score -1690681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (21516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21516 members 
Entering Unmasked Estep 
Score: -721897.812500 Penalty: 453.933105
	Iteration 0F: 2 clusters Score -721897.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -707508.562500 Penalty: 907.866211
	Iteration 0F: 3 clusters Score -707508.6 nChanged 10217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -713679.062500 Penalty: 907.866211
	Iteration 1F: 3 clusters Score -713679.1 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -714080.187500 Penalty: 907.866211
	Iteration 2Q: 3 clusters Score -714080.2 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -714537.312500 Penalty: 907.866211
	Iteration 3Q: 3 clusters Score -714537.3 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -715098.687500 Penalty: 907.866211
	Iteration 4F: 3 clusters Score -715098.7 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -715803.000000 Penalty: 907.866211
	Iteration 5F: 3 clusters Score -715803 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -716721.875000 Penalty: 907.866211
	Iteration 6F: 3 clusters Score -716721.9 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -717650.750000 Penalty: 907.866211
	Iteration 7F: 3 clusters Score -717650.8 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -718319.687500 Penalty: 907.866211
	Iteration 8F: 3 clusters Score -718319.7 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -718669.500000 Penalty: 907.866211
	Iteration 9Q: 3 clusters Score -718669.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 10260 members 
Entering Unmasked Estep 
Score: -718867.937500 Penalty: 907.866211
	Iteration 10Q: 3 clusters Score -718867.9 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -718987.375000 Penalty: 907.866211
	Iteration 11Q: 3 clusters Score -718987.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -719071.625000 Penalty: 907.866211
	Iteration 12Q: 3 clusters Score -719071.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -719134.375000 Penalty: 907.866211
	Iteration 13Q: 3 clusters Score -719134.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 10300 members 
Entering Unmasked Estep 
Score: -719185.187500 Penalty: 907.866211
	Iteration 14Q: 3 clusters Score -719185.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -719230.062500 Penalty: 907.866211
	Iteration 15Q: 3 clusters Score -719230.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -719272.500000 Penalty: 907.866211
	Iteration 16Q: 3 clusters Score -719272.5 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11203 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -719314.875000 Penalty: 907.866211
	Iteration 17Q: 3 clusters Score -719314.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -719357.812500 Penalty: 907.866211
	Iteration 18Q: 3 clusters Score -719357.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -719394.312500 Penalty: 907.866211
	Iteration 19Q: 3 clusters Score -719394.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -719425.937500 Penalty: 907.866211
	Iteration 20F: 3 clusters Score -719425.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -719453.312500 Penalty: 907.866211
	Iteration 21Q: 3 clusters Score -719453.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -719482.875000 Penalty: 907.866211
	Iteration 22Q: 3 clusters Score -719482.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -719507.375000 Penalty: 907.866211
	Iteration 23Q: 3 clusters Score -719507.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -719527.437500 Penalty: 907.866211
	Iteration 24Q: 3 clusters Score -719527.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -719550.500000 Penalty: 907.866211
	Iteration 25Q: 3 clusters Score -719550.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -719573.812500 Penalty: 907.866211
	Iteration 26Q: 3 clusters Score -719573.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -719592.750000 Penalty: 907.866211
	Iteration 27Q: 3 clusters Score -719592.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -719617.437500 Penalty: 907.866211
	Iteration 28Q: 3 clusters Score -719617.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -719635.312500 Penalty: 907.866211
	Iteration 29Q: 3 clusters Score -719635.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -719652.625000 Penalty: 907.866211
	Iteration 30Q: 3 clusters Score -719652.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -719665.125000 Penalty: 907.866211
	Iteration 31Q: 3 clusters Score -719665.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -719677.000000 Penalty: 907.866211
	Iteration 32Q: 3 clusters Score -719677 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -719690.187500 Penalty: 907.866211
	Iteration 33Q: 3 clusters Score -719690.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -719703.687500 Penalty: 907.866211
	Iteration 34Q: 3 clusters Score -719703.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 10670 members 
Entering Unmasked Estep 
Score: -719727.500000 Penalty: 907.866211
	Iteration 35Q: 3 clusters Score -719727.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -719762.687500 Penalty: 907.866211
	Iteration 36Q: 3 clusters Score -719762.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10753 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -719798.625000 Penalty: 907.866211
	Iteration 37Q: 3 clusters Score -719798.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -719835.500000 Penalty: 907.866211
	Iteration 38Q: 3 clusters Score -719835.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -719869.500000 Penalty: 907.866211
	Iteration 39Q: 3 clusters Score -719869.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -719896.750000 Penalty: 907.866211
	Iteration 40F: 3 clusters Score -719896.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 11012 members 
Entering Unmasked Estep 
Score: -719925.500000 Penalty: 907.866211
	Iteration 41Q: 3 clusters Score -719925.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -719944.125000 Penalty: 907.866211
	Iteration 42Q: 3 clusters Score -719944.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -719961.812500 Penalty: 907.866211
	Iteration 43Q: 3 clusters Score -719961.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -719978.187500 Penalty: 907.866211
	Iteration 44Q: 3 clusters Score -719978.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -719987.687500 Penalty: 907.866211
	Iteration 45Q: 3 clusters Score -719987.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -719993.000000 Penalty: 907.866211
	Iteration 46Q: 3 clusters Score -719993 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -719998.875000 Penalty: 907.866211
	Iteration 47Q: 3 clusters Score -719998.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -720002.187500 Penalty: 907.866211
	Iteration 48Q: 3 clusters Score -720002.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -720003.750000 Penalty: 907.866211
	Iteration 49Q: 3 clusters Score -720003.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -720007.812500 Penalty: 907.866211
	Iteration 50Q: 3 clusters Score -720007.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -720012.312500 Penalty: 907.866211
	Iteration 51Q: 3 clusters Score -720012.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -720014.562500 Penalty: 907.866211
	Iteration 52Q: 3 clusters Score -720014.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -720017.125000 Penalty: 907.866211
	Iteration 53Q: 3 clusters Score -720017.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -720021.625000 Penalty: 907.866211
	Iteration 54Q: 3 clusters Score -720021.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -720027.375000 Penalty: 907.866211
	Iteration 55Q: 3 clusters Score -720027.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -720028.312500 Penalty: 907.866211
	Iteration 56Q: 3 clusters Score -720028.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -720029.687500 Penalty: 907.866211
	Iteration 57Q: 3 clusters Score -720029.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -720036.750000 Penalty: 907.866211
	Iteration 58Q: 3 clusters Score -720036.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -720040.875000 Penalty: 907.866211
	Iteration 59Q: 3 clusters Score -720040.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -720045.437500 Penalty: 907.866211
	Iteration 60F: 3 clusters Score -720045.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -720047.750000 Penalty: 907.866211
	Iteration 61Q: 3 clusters Score -720047.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -720051.625000 Penalty: 907.866211
	Iteration 62Q: 3 clusters Score -720051.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -720054.312500 Penalty: 907.866211
	Iteration 63Q: 3 clusters Score -720054.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -720053.125000 Penalty: 907.866211
	Iteration 64Q: 3 clusters Score -720053.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -720053.625000 Penalty: 907.866211
	Iteration 65Q: 3 clusters Score -720053.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -720057.937500 Penalty: 907.866211
	Iteration 66Q: 3 clusters Score -720057.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 12294 members 
Entering Unmasked Estep 
Score: -720060.312500 Penalty: 907.866211
	Iteration 67Q: 3 clusters Score -720060.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -720060.500000 Penalty: 907.866211
	Iteration 68Q: 3 clusters Score -720060.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -720063.687500 Penalty: 907.866211
	Iteration 69Q: 3 clusters Score -720063.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -720064.125000 Penalty: 907.866211
	Iteration 70Q: 3 clusters Score -720064.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -720065.312500 Penalty: 907.866211
	Iteration 71Q: 3 clusters Score -720065.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9097 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -720064.000000 Penalty: 907.866211
	Iteration 72Q: 3 clusters Score -720064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -720066.937500 Penalty: 907.866211
	Iteration 73Q: 3 clusters Score -720066.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -720066.687500 Penalty: 907.866211
	Iteration 74Q: 3 clusters Score -720066.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -720067.187500 Penalty: 907.866211
	Iteration 75Q: 3 clusters Score -720067.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -720069.187500 Penalty: 907.866211
	Iteration 76Q: 3 clusters Score -720069.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -720068.437500 Penalty: 907.866211
	Iteration 77Q: 3 clusters Score -720068.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -720069.812500 Penalty: 907.866211
	Iteration 78Q: 3 clusters Score -720069.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -720070.500000 Penalty: 907.866211
	Iteration 79Q: 3 clusters Score -720070.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -720073.375000 Penalty: 907.866211
	Iteration 80F: 3 clusters Score -720073.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -720075.375000 Penalty: 907.866211
	Iteration 81Q: 3 clusters Score -720075.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 12603 members 
Entering Unmasked Estep 
Score: -720073.125000 Penalty: 907.866211
	Iteration 82Q: 3 clusters Score -720073.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -720073.687500 Penalty: 907.866211
	Iteration 83Q: 3 clusters Score -720073.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 12635 members 
Entering Unmasked Estep 
Score: -720076.437500 Penalty: 907.866211
	Iteration 84Q: 3 clusters Score -720076.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -720076.812500 Penalty: 907.866211
	Iteration 85Q: 3 clusters Score -720076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -720073.375000 Penalty: 907.866211
	Iteration 86Q: 3 clusters Score -720073.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -720075.687500 Penalty: 907.866211
	Iteration 87Q: 3 clusters Score -720075.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -720075.500000 Penalty: 907.866211
	Iteration 88Q: 3 clusters Score -720075.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -720073.875000 Penalty: 907.866211
	Iteration 89Q: 3 clusters Score -720073.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -720076.000000 Penalty: 907.866211
	Iteration 90Q: 3 clusters Score -720076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -720075.500000 Penalty: 907.866211
	Iteration 91Q: 3 clusters Score -720075.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -720075.312500 Penalty: 907.866211
	Iteration 92Q: 3 clusters Score -720075.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -720075.375000 Penalty: 907.866211
	Iteration 93Q: 3 clusters Score -720075.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -720076.500000 Penalty: 907.866211
	Iteration 94Q: 3 clusters Score -720076.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -720076.937500 Penalty: 907.866211
	Iteration 95Q: 3 clusters Score -720076.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -720076.437500 Penalty: 907.866211
	Iteration 96Q: 3 clusters Score -720076.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -720076.437500 Penalty: 907.866211
	Iteration 97F: 3 clusters Score -720076.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Entering Unmasked Estep 
Score: -70906.078125 Penalty: 353.217468
	Iteration 0F: 2 clusters Score -70906.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -69259.640625 Penalty: 706.434937
	Iteration 0F: 3 clusters Score -69259.64 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -69855.781250 Penalty: 706.434937
	Iteration 1F: 3 clusters Score -69855.78 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -69986.242188 Penalty: 706.434937
	Iteration 2F: 3 clusters Score -69986.24 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -70099.867188 Penalty: 706.434937
	Iteration 3F: 3 clusters Score -70099.87 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -70191.960938 Penalty: 706.434937
	Iteration 4F: 3 clusters Score -70191.96 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -70288.429688 Penalty: 706.434937
	Iteration 5F: 3 clusters Score -70288.43 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -70376.093750 Penalty: 706.434937
	Iteration 6F: 3 clusters Score -70376.09 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -70434.867188 Penalty: 706.434937
	Iteration 7Q: 3 clusters Score -70434.87 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -70476.851562 Penalty: 706.434937
	Iteration 8Q: 3 clusters Score -70476.85 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -70496.468750 Penalty: 706.434937
	Iteration 9Q: 3 clusters Score -70496.47 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -70503.632812 Penalty: 706.434937
	Iteration 10Q: 3 clusters Score -70503.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -70508.390625 Penalty: 706.434937
	Iteration 11Q: 3 clusters Score -70508.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -70514.312500 Penalty: 706.434937
	Iteration 12Q: 3 clusters Score -70514.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -70520.328125 Penalty: 706.434937
	Iteration 13Q: 3 clusters Score -70520.33 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -70527.859375 Penalty: 706.434937
	Iteration 14Q: 3 clusters Score -70527.86 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -70535.617188 Penalty: 706.434937
	Iteration 15Q: 3 clusters Score -70535.62 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -70540.476562 Penalty: 706.434937
	Iteration 16Q: 3 clusters Score -70540.48 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -70543.015625 Penalty: 706.434937
	Iteration 17Q: 3 clusters Score -70543.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -70545.539062 Penalty: 706.434937
	Iteration 18Q: 3 clusters Score -70545.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -70548.882812 Penalty: 706.434937
	Iteration 19Q: 3 clusters Score -70548.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -70553.132812 Penalty: 706.434937
	Iteration 20F: 3 clusters Score -70553.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -70557.937500 Penalty: 706.434937
	Iteration 21Q: 3 clusters Score -70557.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -70560.734375 Penalty: 706.434937
	Iteration 22Q: 3 clusters Score -70560.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -70566.328125 Penalty: 706.434937
	Iteration 23Q: 3 clusters Score -70566.33 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -70570.726562 Penalty: 706.434937
	Iteration 24Q: 3 clusters Score -70570.73 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -70575.976562 Penalty: 706.434937
	Iteration 25Q: 3 clusters Score -70575.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -70582.000000 Penalty: 706.434937
	Iteration 26Q: 3 clusters Score -70582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -70588.273438 Penalty: 706.434937
	Iteration 27Q: 3 clusters Score -70588.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -70597.093750 Penalty: 706.434937
	Iteration 28Q: 3 clusters Score -70597.09 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -70607.390625 Penalty: 706.434937
	Iteration 29Q: 3 clusters Score -70607.39 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -70622.773438 Penalty: 706.434937
	Iteration 30Q: 3 clusters Score -70622.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -70632.484375 Penalty: 706.434937
	Iteration 31Q: 3 clusters Score -70632.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -70638.789062 Penalty: 706.434937
	Iteration 32Q: 3 clusters Score -70638.79 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -70643.242188 Penalty: 706.434937
	Iteration 33Q: 3 clusters Score -70643.24 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -70651.179688 Penalty: 706.434937
	Iteration 34Q: 3 clusters Score -70651.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -70655.734375 Penalty: 706.434937
	Iteration 35Q: 3 clusters Score -70655.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -70659.554688 Penalty: 706.434937
	Iteration 36Q: 3 clusters Score -70659.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -70661.859375 Penalty: 706.434937
	Iteration 37Q: 3 clusters Score -70661.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -70664.851562 Penalty: 706.434937
	Iteration 38Q: 3 clusters Score -70664.85 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -70667.414062 Penalty: 706.434937
	Iteration 39Q: 3 clusters Score -70667.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -70670.890625 Penalty: 706.434937
	Iteration 40F: 3 clusters Score -70670.89 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -70674.687500 Penalty: 706.434937
	Iteration 41Q: 3 clusters Score -70674.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -70677.750000 Penalty: 706.434937
	Iteration 42Q: 3 clusters Score -70677.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -70679.281250 Penalty: 706.434937
	Iteration 43Q: 3 clusters Score -70679.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -70681.648438 Penalty: 706.434937
	Iteration 44Q: 3 clusters Score -70681.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -70683.000000 Penalty: 706.434937
	Iteration 45Q: 3 clusters Score -70683 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -70684.203125 Penalty: 706.434937
	Iteration 46Q: 3 clusters Score -70684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -70684.570312 Penalty: 706.434937
	Iteration 47Q: 3 clusters Score -70684.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -70684.742188 Penalty: 706.434937
	Iteration 48Q: 3 clusters Score -70684.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -70685.375000 Penalty: 706.434937
	Iteration 49Q: 3 clusters Score -70685.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -70686.007812 Penalty: 706.434937
	Iteration 50Q: 3 clusters Score -70686.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -70686.210938 Penalty: 706.434937
	Iteration 51Q: 3 clusters Score -70686.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -70687.007812 Penalty: 706.434937
	Iteration 52Q: 3 clusters Score -70687.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -70688.171875 Penalty: 706.434937
	Iteration 53Q: 3 clusters Score -70688.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -70688.781250 Penalty: 706.434937
	Iteration 54Q: 3 clusters Score -70688.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -70689.296875 Penalty: 706.434937
	Iteration 55Q: 3 clusters Score -70689.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -70689.406250 Penalty: 706.434937
	Iteration 56Q: 3 clusters Score -70689.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -70689.406250 Penalty: 706.434937
	Iteration 57F: 3 clusters Score -70689.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (44678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44678 members 
Entering Unmasked Estep 
Score: -1392047.250000 Penalty: 487.179260
	Iteration 0F: 2 clusters Score -1392047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22389 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -1362050.250000 Penalty: 974.358521
	Iteration 0F: 3 clusters Score -1362050 nChanged 21603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -1375120.250000 Penalty: 974.358521
	Iteration 1F: 3 clusters Score -1375120 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -1375921.750000 Penalty: 974.358521
	Iteration 2Q: 3 clusters Score -1375922 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 19946 members 
Entering Unmasked Estep 
Score: -1377153.250000 Penalty: 974.358521
	Iteration 3F: 3 clusters Score -1377153 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25604 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -1378996.375000 Penalty: 974.358521
	Iteration 4F: 3 clusters Score -1378996 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -1381268.000000 Penalty: 974.358521
	Iteration 5F: 3 clusters Score -1381268 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -1383261.875000 Penalty: 974.358521
	Iteration 6F: 3 clusters Score -1383262 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -1384418.500000 Penalty: 974.358521
	Iteration 7F: 3 clusters Score -1384418 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -1384897.375000 Penalty: 974.358521
	Iteration 8Q: 3 clusters Score -1384897 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1385137.875000 Penalty: 974.358521
	Iteration 9Q: 3 clusters Score -1385138 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28537 members 
Mstep: Class 2 contains 16141 members 
Entering Unmasked Estep 
Score: -1385322.125000 Penalty: 974.358521
	Iteration 10Q: 3 clusters Score -1385322 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -1385517.625000 Penalty: 974.358521
	Iteration 11Q: 3 clusters Score -1385518 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -1385737.750000 Penalty: 974.358521
	Iteration 12Q: 3 clusters Score -1385738 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -1385972.250000 Penalty: 974.358521
	Iteration 13Q: 3 clusters Score -1385972 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1386217.625000 Penalty: 974.358521
	Iteration 14Q: 3 clusters Score -1386218 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1386459.750000 Penalty: 974.358521
	Iteration 15Q: 3 clusters Score -1386460 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -1386719.250000 Penalty: 974.358521
	Iteration 16Q: 3 clusters Score -1386719 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -1386968.625000 Penalty: 974.358521
	Iteration 17Q: 3 clusters Score -1386969 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33346 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -1387217.000000 Penalty: 974.358521
	Iteration 18Q: 3 clusters Score -1387217 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -1387443.750000 Penalty: 974.358521
	Iteration 19Q: 3 clusters Score -1387444 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1387671.125000 Penalty: 974.358521
	Iteration 20F: 3 clusters Score -1387671 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1387916.875000 Penalty: 974.358521
	Iteration 21Q: 3 clusters Score -1387917 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35989 members 
Mstep: Class 2 contains 8689 members 
Entering Unmasked Estep 
Score: -1388139.250000 Penalty: 974.358521
	Iteration 22Q: 3 clusters Score -1388139 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1388354.250000 Penalty: 974.358521
	Iteration 23Q: 3 clusters Score -1388354 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1388567.250000 Penalty: 974.358521
	Iteration 24Q: 3 clusters Score -1388567 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37785 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1388763.375000 Penalty: 974.358521
	Iteration 25Q: 3 clusters Score -1388763 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1388965.125000 Penalty: 974.358521
	Iteration 26Q: 3 clusters Score -1388965 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1389158.625000 Penalty: 974.358521
	Iteration 27Q: 3 clusters Score -1389159 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1389363.375000 Penalty: 974.358521
	Iteration 28Q: 3 clusters Score -1389363 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40042 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1389558.750000 Penalty: 974.358521
	Iteration 29Q: 3 clusters Score -1389559 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40546 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1389748.375000 Penalty: 974.358521
	Iteration 30Q: 3 clusters Score -1389748 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1389965.125000 Penalty: 974.358521
	Iteration 31Q: 3 clusters Score -1389965 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1390194.500000 Penalty: 974.358521
	Iteration 32Q: 3 clusters Score -1390194 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1390413.250000 Penalty: 974.358521
	Iteration 33Q: 3 clusters Score -1390413 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1390625.500000 Penalty: 974.358521
	Iteration 34Q: 3 clusters Score -1390626 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1390805.000000 Penalty: 974.358521
	Iteration 35Q: 3 clusters Score -1390805 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1390972.375000 Penalty: 974.358521
	Iteration 36Q: 3 clusters Score -1390972 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43533 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1391111.375000 Penalty: 974.358521
	Iteration 37Q: 3 clusters Score -1391111 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43758 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1391220.375000 Penalty: 974.358521
	Iteration 38Q: 3 clusters Score -1391220 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1391330.875000 Penalty: 974.358521
	Iteration 39Q: 3 clusters Score -1391331 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1391415.875000 Penalty: 974.358521
	Iteration 40F: 3 clusters Score -1391416 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1391476.500000 Penalty: 974.358521
	Iteration 41Q: 3 clusters Score -1391476 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1391520.500000 Penalty: 974.358521
	Iteration 42Q: 3 clusters Score -1391520 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1391552.250000 Penalty: 974.358521
	Iteration 43Q: 3 clusters Score -1391552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44390 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -1391574.125000 Penalty: 974.358521
	Iteration 44Q: 3 clusters Score -1391574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -1391589.375000 Penalty: 974.358521
	Iteration 45Q: 3 clusters Score -1391589 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -1391604.625000 Penalty: 974.358521
	Iteration 46Q: 3 clusters Score -1391605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -1391615.875000 Penalty: 974.358521
	Iteration 47Q: 3 clusters Score -1391616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -1391621.125000 Penalty: 974.358521
	Iteration 48Q: 3 clusters Score -1391621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -1391622.625000 Penalty: 974.358521
	Iteration 49Q: 3 clusters Score -1391623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -1391623.500000 Penalty: 974.358521
	Iteration 50Q: 3 clusters Score -1391624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44480 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -1391626.375000 Penalty: 974.358521
	Iteration 51Q: 3 clusters Score -1391626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44483 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -1391627.750000 Penalty: 974.358521
	Iteration 52Q: 3 clusters Score -1391628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -1391628.000000 Penalty: 974.358521
	Iteration 53Q: 3 clusters Score -1391628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44487 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -1391627.625000 Penalty: 974.358521
	Iteration 54Q: 3 clusters Score -1391628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -1391629.375000 Penalty: 974.358521
	Iteration 55Q: 3 clusters Score -1391629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44491 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -1391630.625000 Penalty: 974.358521
	Iteration 56Q: 3 clusters Score -1391631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44494 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -1391630.500000 Penalty: 974.358521
	Iteration 57Q: 3 clusters Score -1391630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44496 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -1391630.875000 Penalty: 974.358521
	Iteration 58Q: 3 clusters Score -1391631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44499 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -1391633.875000 Penalty: 974.358521
	Iteration 59Q: 3 clusters Score -1391634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -1391634.500000 Penalty: 974.358521
	Iteration 60F: 3 clusters Score -1391634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -1391634.750000 Penalty: 974.358521
	Iteration 61Q: 3 clusters Score -1391635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1391636.750000 Penalty: 974.358521
	Iteration 62Q: 3 clusters Score -1391637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -1391636.750000 Penalty: 974.358521
	Iteration 63F: 3 clusters Score -1391637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (143548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143548 members 
Entering Unmasked Estep 
Score: -4785370.500000 Penalty: 540.286316
	Iteration 0F: 2 clusters Score -4785370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71774 members 
Mstep: Class 2 contains 71774 members 
Entering Unmasked Estep 
Score: -4688000.000000 Penalty: 1080.572632
	Iteration 0F: 3 clusters Score -4688000 nChanged 70676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65142 members 
Mstep: Class 2 contains 78406 members 
Entering Unmasked Estep 
Score: -4735839.000000 Penalty: 1080.572632
	Iteration 1F: 3 clusters Score -4735839 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60992 members 
Mstep: Class 2 contains 82556 members 
Entering Unmasked Estep 
Score: -4739633.500000 Penalty: 1080.572632
	Iteration 2F: 3 clusters Score -4739634 nChanged 8704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56660 members 
Mstep: Class 2 contains 86888 members 
Entering Unmasked Estep 
Score: -4743506.500000 Penalty: 1080.572632
	Iteration 3F: 3 clusters Score -4743506 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 91435 members 
Entering Unmasked Estep 
Score: -4747101.000000 Penalty: 1080.572632
	Iteration 4F: 3 clusters Score -4747101 nChanged 7396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47223 members 
Mstep: Class 2 contains 96325 members 
Entering Unmasked Estep 
Score: -4750451.000000 Penalty: 1080.572632
	Iteration 5F: 3 clusters Score -4750451 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 101512 members 
Entering Unmasked Estep 
Score: -4753871.000000 Penalty: 1080.572632
	Iteration 6Q: 3 clusters Score -4753871 nChanged 6372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 107204 members 
Entering Unmasked Estep 
Score: -4757750.000000 Penalty: 1080.572632
	Iteration 7Q: 3 clusters Score -4757750 nChanged 6226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 113214 members 
Entering Unmasked Estep 
Score: -4762087.500000 Penalty: 1080.572632
	Iteration 8Q: 3 clusters Score -4762088 nChanged 5984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 119160 members 
Entering Unmasked Estep 
Score: -4766974.500000 Penalty: 1080.572632
	Iteration 9Q: 3 clusters Score -4766974 nChanged 5137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 124285 members 
Entering Unmasked Estep 
Score: -4771334.500000 Penalty: 1080.572632
	Iteration 10Q: 3 clusters Score -4771334 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 128320 members 
Entering Unmasked Estep 
Score: -4774804.000000 Penalty: 1080.572632
	Iteration 11Q: 3 clusters Score -4774804 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 131312 members 
Entering Unmasked Estep 
Score: -4777217.500000 Penalty: 1080.572632
	Iteration 12Q: 3 clusters Score -4777218 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 133735 members 
Entering Unmasked Estep 
Score: -4779061.500000 Penalty: 1080.572632
	Iteration 13Q: 3 clusters Score -4779062 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 135715 members 
Entering Unmasked Estep 
Score: -4780402.000000 Penalty: 1080.572632
	Iteration 14Q: 3 clusters Score -4780402 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 137317 members 
Entering Unmasked Estep 
Score: -4781485.000000 Penalty: 1080.572632
	Iteration 15Q: 3 clusters Score -4781485 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 138645 members 
Entering Unmasked Estep 
Score: -4782324.500000 Penalty: 1080.572632
	Iteration 16Q: 3 clusters Score -4782324 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 139728 members 
Entering Unmasked Estep 
Score: -4782995.000000 Penalty: 1080.572632
	Iteration 17Q: 3 clusters Score -4782995 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 140567 members 
Entering Unmasked Estep 
Score: -4783509.500000 Penalty: 1080.572632
	Iteration 18Q: 3 clusters Score -4783510 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 141199 members 
Entering Unmasked Estep 
Score: -4783884.000000 Penalty: 1080.572632
	Iteration 19Q: 3 clusters Score -4783884 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 141702 members 
Entering Unmasked Estep 
Score: -4784141.000000 Penalty: 1080.572632
	Iteration 20F: 3 clusters Score -4784141 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 142088 members 
Entering Unmasked Estep 
Score: -4784345.500000 Penalty: 1080.572632
	Iteration 21Q: 3 clusters Score -4784346 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 142393 members 
Entering Unmasked Estep 
Score: -4784513.000000 Penalty: 1080.572632
	Iteration 22Q: 3 clusters Score -4784513 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 142607 members 
Entering Unmasked Estep 
Score: -4784621.500000 Penalty: 1080.572632
	Iteration 23Q: 3 clusters Score -4784622 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 142764 members 
Entering Unmasked Estep 
Score: -4784706.000000 Penalty: 1080.572632
	Iteration 24Q: 3 clusters Score -4784706 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 142869 members 
Entering Unmasked Estep 
Score: -4784752.500000 Penalty: 1080.572632
	Iteration 25Q: 3 clusters Score -4784752 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 142955 members 
Entering Unmasked Estep 
Score: -4784803.500000 Penalty: 1080.572632
	Iteration 26Q: 3 clusters Score -4784804 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 143022 members 
Entering Unmasked Estep 
Score: -4784825.000000 Penalty: 1080.572632
	Iteration 27Q: 3 clusters Score -4784825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 143066 members 
Entering Unmasked Estep 
Score: -4784847.000000 Penalty: 1080.572632
	Iteration 28Q: 3 clusters Score -4784847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 143095 members 
Entering Unmasked Estep 
Score: -4784852.500000 Penalty: 1080.572632
	Iteration 29Q: 3 clusters Score -4784852 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 143114 members 
Entering Unmasked Estep 
Score: -4784868.000000 Penalty: 1080.572632
	Iteration 30Q: 3 clusters Score -4784868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 143140 members 
Entering Unmasked Estep 
Score: -4784873.500000 Penalty: 1080.572632
	Iteration 31Q: 3 clusters Score -4784874 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 143159 members 
Entering Unmasked Estep 
Score: -4784884.000000 Penalty: 1080.572632
	Iteration 32Q: 3 clusters Score -4784884 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 143170 members 
Entering Unmasked Estep 
Score: -4784887.500000 Penalty: 1080.572632
	Iteration 33Q: 3 clusters Score -4784888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 143177 members 
Entering Unmasked Estep 
Score: -4784892.500000 Penalty: 1080.572632
	Iteration 34Q: 3 clusters Score -4784892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 143184 members 
Entering Unmasked Estep 
Score: -4784891.000000 Penalty: 1080.572632
	Iteration 35Q: 3 clusters Score -4784891 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 143190 members 
Entering Unmasked Estep 
Score: -4784897.500000 Penalty: 1080.572632
	Iteration 36Q: 3 clusters Score -4784898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 143197 members 
Entering Unmasked Estep 
Score: -4784896.500000 Penalty: 1080.572632
	Iteration 37Q: 3 clusters Score -4784896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 143206 members 
Entering Unmasked Estep 
Score: -4784898.500000 Penalty: 1080.572632
	Iteration 38Q: 3 clusters Score -4784898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 143212 members 
Entering Unmasked Estep 
Score: -4784900.500000 Penalty: 1080.572632
	Iteration 39Q: 3 clusters Score -4784900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 143217 members 
Entering Unmasked Estep 
Score: -4784901.000000 Penalty: 1080.572632
	Iteration 40F: 3 clusters Score -4784901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 143221 members 
Entering Unmasked Estep 
Score: -4784905.500000 Penalty: 1080.572632
	Iteration 41Q: 3 clusters Score -4784906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 143226 members 
Entering Unmasked Estep 
Score: -4784908.500000 Penalty: 1080.572632
	Iteration 42Q: 3 clusters Score -4784908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 143231 members 
Entering Unmasked Estep 
Score: -4784903.500000 Penalty: 1080.572632
	Iteration 43Q: 3 clusters Score -4784904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 143234 members 
Entering Unmasked Estep 
Score: -4784905.000000 Penalty: 1080.572632
	Iteration 44Q: 3 clusters Score -4784905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 143237 members 
Entering Unmasked Estep 
Score: -4784908.500000 Penalty: 1080.572632
	Iteration 45Q: 3 clusters Score -4784908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 143239 members 
Entering Unmasked Estep 
Score: -4784907.000000 Penalty: 1080.572632
	Iteration 46Q: 3 clusters Score -4784907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 143241 members 
Entering Unmasked Estep 
Score: -4784904.500000 Penalty: 1080.572632
	Iteration 47Q: 3 clusters Score -4784904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 143245 members 
Entering Unmasked Estep 
Score: -4784905.000000 Penalty: 1080.572632
	Iteration 48Q: 3 clusters Score -4784905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 143248 members 
Entering Unmasked Estep 
Score: -4784905.500000 Penalty: 1080.572632
	Iteration 49Q: 3 clusters Score -4784906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 143251 members 
Entering Unmasked Estep 
Score: -4784905.500000 Penalty: 1080.572632
	Iteration 50Q: 3 clusters Score -4784906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 143257 members 
Entering Unmasked Estep 
Score: -4784906.500000 Penalty: 1080.572632
	Iteration 51Q: 3 clusters Score -4784906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 143267 members 
Entering Unmasked Estep 
Score: -4784912.500000 Penalty: 1080.572632
	Iteration 52Q: 3 clusters Score -4784912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 143274 members 
Entering Unmasked Estep 
Score: -4784911.500000 Penalty: 1080.572632
	Iteration 53Q: 3 clusters Score -4784912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 143278 members 
Entering Unmasked Estep 
Score: -4784913.000000 Penalty: 1080.572632
	Iteration 54Q: 3 clusters Score -4784913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 143278 members 
Entering Unmasked Estep 
Score: -4784911.500000 Penalty: 1080.572632
	Iteration 55Q: 3 clusters Score -4784912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 143279 members 
Entering Unmasked Estep 
Score: -4784911.500000 Penalty: 1080.572632
	Iteration 56Q: 3 clusters Score -4784912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 143279 members 
Entering Unmasked Estep 
Score: -4784911.500000 Penalty: 1080.572632
	Iteration 57Q: 3 clusters Score -4784912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 143279 members 
Entering Unmasked Estep 
Score: -4784911.500000 Penalty: 1080.572632
	Iteration 58F: 3 clusters Score -4784912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (119196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119196 members 
Entering Unmasked Estep 
Score: -3927531.250000 Penalty: 531.827881
	Iteration 0F: 2 clusters Score -3927531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59711 members 
Mstep: Class 2 contains 59485 members 
Entering Unmasked Estep 
Score: -3846919.000000 Penalty: 1063.655762
	Iteration 0F: 3 clusters Score -3846919 nChanged 58371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60028 members 
Mstep: Class 2 contains 59168 members 
Entering Unmasked Estep 
Score: -3882033.500000 Penalty: 1063.655762
	Iteration 1F: 3 clusters Score -3882034 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59923 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -3883669.250000 Penalty: 1063.655762
	Iteration 2Q: 3 clusters Score -3883669 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 59684 members 
Entering Unmasked Estep 
Score: -3885915.500000 Penalty: 1063.655762
	Iteration 3Q: 3 clusters Score -3885916 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58971 members 
Mstep: Class 2 contains 60225 members 
Entering Unmasked Estep 
Score: -3888714.500000 Penalty: 1063.655762
	Iteration 4F: 3 clusters Score -3888714 nChanged 6396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58695 members 
Mstep: Class 2 contains 60501 members 
Entering Unmasked Estep 
Score: -3891664.500000 Penalty: 1063.655762
	Iteration 5F: 3 clusters Score -3891664 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58891 members 
Mstep: Class 2 contains 60305 members 
Entering Unmasked Estep 
Score: -3894547.000000 Penalty: 1063.655762
	Iteration 6F: 3 clusters Score -3894547 nChanged 5633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59308 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -3897138.250000 Penalty: 1063.655762
	Iteration 7Q: 3 clusters Score -3897138 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59833 members 
Mstep: Class 2 contains 59363 members 
Entering Unmasked Estep 
Score: -3899485.000000 Penalty: 1063.655762
	Iteration 8Q: 3 clusters Score -3899485 nChanged 4758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60351 members 
Mstep: Class 2 contains 58845 members 
Entering Unmasked Estep 
Score: -3901565.500000 Penalty: 1063.655762
	Iteration 9Q: 3 clusters Score -3901566 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60695 members 
Mstep: Class 2 contains 58501 members 
Entering Unmasked Estep 
Score: -3903581.000000 Penalty: 1063.655762
	Iteration 10Q: 3 clusters Score -3903581 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60713 members 
Mstep: Class 2 contains 58483 members 
Entering Unmasked Estep 
Score: -3905293.750000 Penalty: 1063.655762
	Iteration 11Q: 3 clusters Score -3905294 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60341 members 
Mstep: Class 2 contains 58855 members 
Entering Unmasked Estep 
Score: -3906375.750000 Penalty: 1063.655762
	Iteration 12Q: 3 clusters Score -3906376 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59751 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -3906927.250000 Penalty: 1063.655762
	Iteration 13Q: 3 clusters Score -3906927 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59085 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -3907213.250000 Penalty: 1063.655762
	Iteration 14Q: 3 clusters Score -3907213 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58341 members 
Mstep: Class 2 contains 60855 members 
Entering Unmasked Estep 
Score: -3907393.250000 Penalty: 1063.655762
	Iteration 15Q: 3 clusters Score -3907393 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -3907523.500000 Penalty: 1063.655762
	Iteration 16Q: 3 clusters Score -3907524 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56765 members 
Mstep: Class 2 contains 62431 members 
Entering Unmasked Estep 
Score: -3907676.750000 Penalty: 1063.655762
	Iteration 17Q: 3 clusters Score -3907677 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 63278 members 
Entering Unmasked Estep 
Score: -3907850.000000 Penalty: 1063.655762
	Iteration 18Q: 3 clusters Score -3907850 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 64158 members 
Entering Unmasked Estep 
Score: -3907967.750000 Penalty: 1063.655762
	Iteration 19Q: 3 clusters Score -3907968 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54134 members 
Mstep: Class 2 contains 65062 members 
Entering Unmasked Estep 
Score: -3908116.500000 Penalty: 1063.655762
	Iteration 20F: 3 clusters Score -3908116 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53201 members 
Mstep: Class 2 contains 65995 members 
Entering Unmasked Estep 
Score: -3908234.000000 Penalty: 1063.655762
	Iteration 21Q: 3 clusters Score -3908234 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52145 members 
Mstep: Class 2 contains 67051 members 
Entering Unmasked Estep 
Score: -3908369.500000 Penalty: 1063.655762
	Iteration 22Q: 3 clusters Score -3908370 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51038 members 
Mstep: Class 2 contains 68158 members 
Entering Unmasked Estep 
Score: -3908568.500000 Penalty: 1063.655762
	Iteration 23Q: 3 clusters Score -3908568 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49920 members 
Mstep: Class 2 contains 69276 members 
Entering Unmasked Estep 
Score: -3908709.000000 Penalty: 1063.655762
	Iteration 24Q: 3 clusters Score -3908709 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -3908903.250000 Penalty: 1063.655762
	Iteration 25Q: 3 clusters Score -3908903 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47407 members 
Mstep: Class 2 contains 71789 members 
Entering Unmasked Estep 
Score: -3909117.250000 Penalty: 1063.655762
	Iteration 26Q: 3 clusters Score -3909117 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46024 members 
Mstep: Class 2 contains 73172 members 
Entering Unmasked Estep 
Score: -3909375.250000 Penalty: 1063.655762
	Iteration 27Q: 3 clusters Score -3909375 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 74640 members 
Entering Unmasked Estep 
Score: -3909657.750000 Penalty: 1063.655762
	Iteration 28Q: 3 clusters Score -3909658 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43051 members 
Mstep: Class 2 contains 76145 members 
Entering Unmasked Estep 
Score: -3909978.750000 Penalty: 1063.655762
	Iteration 29Q: 3 clusters Score -3909979 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 77736 members 
Entering Unmasked Estep 
Score: -3910278.250000 Penalty: 1063.655762
	Iteration 30Q: 3 clusters Score -3910278 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 79429 members 
Entering Unmasked Estep 
Score: -3910636.250000 Penalty: 1063.655762
	Iteration 31Q: 3 clusters Score -3910636 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 81231 members 
Entering Unmasked Estep 
Score: -3911073.500000 Penalty: 1063.655762
	Iteration 32Q: 3 clusters Score -3911074 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -3911599.750000 Penalty: 1063.655762
	Iteration 33Q: 3 clusters Score -3911600 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 85164 members 
Entering Unmasked Estep 
Score: -3912149.250000 Penalty: 1063.655762
	Iteration 34Q: 3 clusters Score -3912149 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -3912823.000000 Penalty: 1063.655762
	Iteration 35Q: 3 clusters Score -3912823 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -3913560.500000 Penalty: 1063.655762
	Iteration 36Q: 3 clusters Score -3913560 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 91697 members 
Entering Unmasked Estep 
Score: -3914392.000000 Penalty: 1063.655762
	Iteration 37Q: 3 clusters Score -3914392 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25214 members 
Mstep: Class 2 contains 93982 members 
Entering Unmasked Estep 
Score: -3915299.500000 Penalty: 1063.655762
	Iteration 38Q: 3 clusters Score -3915300 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 96271 members 
Entering Unmasked Estep 
Score: -3916249.250000 Penalty: 1063.655762
	Iteration 39Q: 3 clusters Score -3916249 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 98513 members 
Entering Unmasked Estep 
Score: -3917222.250000 Penalty: 1063.655762
	Iteration 40F: 3 clusters Score -3917222 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 100653 members 
Entering Unmasked Estep 
Score: -3918222.250000 Penalty: 1063.655762
	Iteration 41Q: 3 clusters Score -3918222 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 102694 members 
Entering Unmasked Estep 
Score: -3919142.750000 Penalty: 1063.655762
	Iteration 42Q: 3 clusters Score -3919143 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 104605 members 
Entering Unmasked Estep 
Score: -3920035.750000 Penalty: 1063.655762
	Iteration 43Q: 3 clusters Score -3920036 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 106350 members 
Entering Unmasked Estep 
Score: -3920834.500000 Penalty: 1063.655762
	Iteration 44Q: 3 clusters Score -3920834 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 108058 members 
Entering Unmasked Estep 
Score: -3921650.250000 Penalty: 1063.655762
	Iteration 45Q: 3 clusters Score -3921650 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 109554 members 
Entering Unmasked Estep 
Score: -3922364.000000 Penalty: 1063.655762
	Iteration 46Q: 3 clusters Score -3922364 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 110916 members 
Entering Unmasked Estep 
Score: -3923050.000000 Penalty: 1063.655762
	Iteration 47Q: 3 clusters Score -3923050 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 112140 members 
Entering Unmasked Estep 
Score: -3923667.000000 Penalty: 1063.655762
	Iteration 48Q: 3 clusters Score -3923667 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 113241 members 
Entering Unmasked Estep 
Score: -3924223.000000 Penalty: 1063.655762
	Iteration 49Q: 3 clusters Score -3924223 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 114207 members 
Entering Unmasked Estep 
Score: -3924705.750000 Penalty: 1063.655762
	Iteration 50Q: 3 clusters Score -3924706 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 115056 members 
Entering Unmasked Estep 
Score: -3925128.250000 Penalty: 1063.655762
	Iteration 51Q: 3 clusters Score -3925128 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 115809 members 
Entering Unmasked Estep 
Score: -3925535.000000 Penalty: 1063.655762
	Iteration 52Q: 3 clusters Score -3925535 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 116426 members 
Entering Unmasked Estep 
Score: -3925843.000000 Penalty: 1063.655762
	Iteration 53Q: 3 clusters Score -3925843 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 116949 members 
Entering Unmasked Estep 
Score: -3926094.750000 Penalty: 1063.655762
	Iteration 54Q: 3 clusters Score -3926095 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 117416 members 
Entering Unmasked Estep 
Score: -3926322.250000 Penalty: 1063.655762
	Iteration 55Q: 3 clusters Score -3926322 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 117781 members 
Entering Unmasked Estep 
Score: -3926496.250000 Penalty: 1063.655762
	Iteration 56Q: 3 clusters Score -3926496 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 118064 members 
Entering Unmasked Estep 
Score: -3926641.000000 Penalty: 1063.655762
	Iteration 57Q: 3 clusters Score -3926641 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 118267 members 
Entering Unmasked Estep 
Score: -3926753.750000 Penalty: 1063.655762
	Iteration 58Q: 3 clusters Score -3926754 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 118412 members 
Entering Unmasked Estep 
Score: -3926815.250000 Penalty: 1063.655762
	Iteration 59Q: 3 clusters Score -3926815 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 118519 members 
Entering Unmasked Estep 
Score: -3926868.500000 Penalty: 1063.655762
	Iteration 60F: 3 clusters Score -3926868 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 118602 members 
Entering Unmasked Estep 
Score: -3926923.250000 Penalty: 1063.655762
	Iteration 61Q: 3 clusters Score -3926923 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 118661 members 
Entering Unmasked Estep 
Score: -3926956.750000 Penalty: 1063.655762
	Iteration 62Q: 3 clusters Score -3926957 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 118704 members 
Entering Unmasked Estep 
Score: -3926983.250000 Penalty: 1063.655762
	Iteration 63Q: 3 clusters Score -3926983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 118738 members 
Entering Unmasked Estep 
Score: -3927001.000000 Penalty: 1063.655762
	Iteration 64Q: 3 clusters Score -3927001 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 118765 members 
Entering Unmasked Estep 
Score: -3927008.000000 Penalty: 1063.655762
	Iteration 65Q: 3 clusters Score -3927008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 118789 members 
Entering Unmasked Estep 
Score: -3927017.750000 Penalty: 1063.655762
	Iteration 66Q: 3 clusters Score -3927018 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 118812 members 
Entering Unmasked Estep 
Score: -3927028.500000 Penalty: 1063.655762
	Iteration 67Q: 3 clusters Score -3927028 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 118841 members 
Entering Unmasked Estep 
Score: -3927037.500000 Penalty: 1063.655762
	Iteration 68Q: 3 clusters Score -3927038 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 118874 members 
Entering Unmasked Estep 
Score: -3927048.500000 Penalty: 1063.655762
	Iteration 69Q: 3 clusters Score -3927048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -3927062.000000 Penalty: 1063.655762
	Iteration 70Q: 3 clusters Score -3927062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 118902 members 
Entering Unmasked Estep 
Score: -3927065.250000 Penalty: 1063.655762
	Iteration 71Q: 3 clusters Score -3927065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 118908 members 
Entering Unmasked Estep 
Score: -3927068.000000 Penalty: 1063.655762
	Iteration 72Q: 3 clusters Score -3927068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 118917 members 
Entering Unmasked Estep 
Score: -3927071.500000 Penalty: 1063.655762
	Iteration 73Q: 3 clusters Score -3927072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 118925 members 
Entering Unmasked Estep 
Score: -3927070.000000 Penalty: 1063.655762
	Iteration 74Q: 3 clusters Score -3927070 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 118931 members 
Entering Unmasked Estep 
Score: -3927070.500000 Penalty: 1063.655762
	Iteration 75Q: 3 clusters Score -3927070 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 118938 members 
Entering Unmasked Estep 
Score: -3927072.250000 Penalty: 1063.655762
	Iteration 76Q: 3 clusters Score -3927072 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 118943 members 
Entering Unmasked Estep 
Score: -3927076.750000 Penalty: 1063.655762
	Iteration 77Q: 3 clusters Score -3927077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 118950 members 
Entering Unmasked Estep 
Score: -3927079.500000 Penalty: 1063.655762
	Iteration 78Q: 3 clusters Score -3927080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 118958 members 
Entering Unmasked Estep 
Score: -3927083.000000 Penalty: 1063.655762
	Iteration 79Q: 3 clusters Score -3927083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 118960 members 
Entering Unmasked Estep 
Score: -3927082.000000 Penalty: 1063.655762
	Iteration 80F: 3 clusters Score -3927082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 118961 members 
Entering Unmasked Estep 
Score: -3927080.250000 Penalty: 1063.655762
	Iteration 81Q: 3 clusters Score -3927080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 118962 members 
Entering Unmasked Estep 
Score: -3927082.750000 Penalty: 1063.655762
	Iteration 82Q: 3 clusters Score -3927083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 118963 members 
Entering Unmasked Estep 
Score: -3927080.250000 Penalty: 1063.655762
	Iteration 83Q: 3 clusters Score -3927080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 118964 members 
Entering Unmasked Estep 
Score: -3927081.750000 Penalty: 1063.655762
	Iteration 84Q: 3 clusters Score -3927082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 118966 members 
Entering Unmasked Estep 
Score: -3927081.250000 Penalty: 1063.655762
	Iteration 85Q: 3 clusters Score -3927081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 118965 members 
Entering Unmasked Estep 
Score: -3927080.000000 Penalty: 1063.655762
	Iteration 86Q: 3 clusters Score -3927080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 118965 members 
Entering Unmasked Estep 
Score: -3927080.000000 Penalty: 1063.655762
	Iteration 87F: 3 clusters Score -3927080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (5975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Entering Unmasked Estep 
Score: -178722.828125 Penalty: 395.637939
	Iteration 0F: 2 clusters Score -178722.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -174689.812500 Penalty: 791.275879
	Iteration 0F: 3 clusters Score -174689.8 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -176335.906250 Penalty: 791.275879
	Iteration 1F: 3 clusters Score -176335.9 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -176584.031250 Penalty: 791.275879
	Iteration 2F: 3 clusters Score -176584 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -176886.671875 Penalty: 791.275879
	Iteration 3F: 3 clusters Score -176886.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -177200.000000 Penalty: 791.275879
	Iteration 4F: 3 clusters Score -177200 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -177530.093750 Penalty: 791.275879
	Iteration 5F: 3 clusters Score -177530.1 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -177768.453125 Penalty: 791.275879
	Iteration 6F: 3 clusters Score -177768.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -177944.312500 Penalty: 791.275879
	Iteration 7Q: 3 clusters Score -177944.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -178055.109375 Penalty: 791.275879
	Iteration 8Q: 3 clusters Score -178055.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -178099.781250 Penalty: 791.275879
	Iteration 9Q: 3 clusters Score -178099.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -178120.718750 Penalty: 791.275879
	Iteration 10Q: 3 clusters Score -178120.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -178134.500000 Penalty: 791.275879
	Iteration 11Q: 3 clusters Score -178134.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -178146.000000 Penalty: 791.275879
	Iteration 12Q: 3 clusters Score -178146 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -178155.750000 Penalty: 791.275879
	Iteration 13Q: 3 clusters Score -178155.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -178166.140625 Penalty: 791.275879
	Iteration 14Q: 3 clusters Score -178166.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -178176.781250 Penalty: 791.275879
	Iteration 15Q: 3 clusters Score -178176.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -178187.421875 Penalty: 791.275879
	Iteration 16Q: 3 clusters Score -178187.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -178194.937500 Penalty: 791.275879
	Iteration 17Q: 3 clusters Score -178194.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -178203.015625 Penalty: 791.275879
	Iteration 18Q: 3 clusters Score -178203 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -178208.484375 Penalty: 791.275879
	Iteration 19Q: 3 clusters Score -178208.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -178213.421875 Penalty: 791.275879
	Iteration 20F: 3 clusters Score -178213.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -178219.031250 Penalty: 791.275879
	Iteration 21Q: 3 clusters Score -178219 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -178223.984375 Penalty: 791.275879
	Iteration 22Q: 3 clusters Score -178224 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -178229.453125 Penalty: 791.275879
	Iteration 23Q: 3 clusters Score -178229.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -178235.468750 Penalty: 791.275879
	Iteration 24Q: 3 clusters Score -178235.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -178245.015625 Penalty: 791.275879
	Iteration 25Q: 3 clusters Score -178245 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -178252.421875 Penalty: 791.275879
	Iteration 26Q: 3 clusters Score -178252.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -178262.406250 Penalty: 791.275879
	Iteration 27Q: 3 clusters Score -178262.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -178269.156250 Penalty: 791.275879
	Iteration 28Q: 3 clusters Score -178269.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -178276.406250 Penalty: 791.275879
	Iteration 29Q: 3 clusters Score -178276.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -178282.921875 Penalty: 791.275879
	Iteration 30Q: 3 clusters Score -178282.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -178289.203125 Penalty: 791.275879
	Iteration 31Q: 3 clusters Score -178289.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -178295.718750 Penalty: 791.275879
	Iteration 32Q: 3 clusters Score -178295.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -178304.187500 Penalty: 791.275879
	Iteration 33Q: 3 clusters Score -178304.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -178321.593750 Penalty: 791.275879
	Iteration 34Q: 3 clusters Score -178321.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -178341.750000 Penalty: 791.275879
	Iteration 35Q: 3 clusters Score -178341.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -178361.968750 Penalty: 791.275879
	Iteration 36Q: 3 clusters Score -178362 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -178389.750000 Penalty: 791.275879
	Iteration 37Q: 3 clusters Score -178389.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -178420.281250 Penalty: 791.275879
	Iteration 38Q: 3 clusters Score -178420.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -178452.843750 Penalty: 791.275879
	Iteration 39Q: 3 clusters Score -178452.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -178479.062500 Penalty: 791.275879
	Iteration 40F: 3 clusters Score -178479.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -178502.578125 Penalty: 791.275879
	Iteration 41Q: 3 clusters Score -178502.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -178522.125000 Penalty: 791.275879
	Iteration 42Q: 3 clusters Score -178522.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -178540.265625 Penalty: 791.275879
	Iteration 43Q: 3 clusters Score -178540.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -178553.546875 Penalty: 791.275879
	Iteration 44Q: 3 clusters Score -178553.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -178563.843750 Penalty: 791.275879
	Iteration 45Q: 3 clusters Score -178563.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -178570.609375 Penalty: 791.275879
	Iteration 46Q: 3 clusters Score -178570.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -178575.750000 Penalty: 791.275879
	Iteration 47Q: 3 clusters Score -178575.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -178578.531250 Penalty: 791.275879
	Iteration 48Q: 3 clusters Score -178578.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -178580.046875 Penalty: 791.275879
	Iteration 49Q: 3 clusters Score -178580 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -178580.500000 Penalty: 791.275879
	Iteration 50Q: 3 clusters Score -178580.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -178580.906250 Penalty: 791.275879
	Iteration 51Q: 3 clusters Score -178580.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -178580.843750 Penalty: 791.275879
	Iteration 52Q: 3 clusters Score -178580.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -178581.406250 Penalty: 791.275879
	Iteration 53Q: 3 clusters Score -178581.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -178581.921875 Penalty: 791.275879
	Iteration 54Q: 3 clusters Score -178581.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -178582.062500 Penalty: 791.275879
	Iteration 55Q: 3 clusters Score -178582.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -178582.859375 Penalty: 791.275879
	Iteration 56Q: 3 clusters Score -178582.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -178583.296875 Penalty: 791.275879
	Iteration 57Q: 3 clusters Score -178583.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -178583.421875 Penalty: 791.275879
	Iteration 58Q: 3 clusters Score -178583.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -178583.562500 Penalty: 791.275879
	Iteration 59Q: 3 clusters Score -178583.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -178583.562500 Penalty: 791.275879
	Iteration 60F: 3 clusters Score -178583.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (3423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Entering Unmasked Estep 
Score: -105056.578125 Penalty: 370.291382
	Iteration 0F: 2 clusters Score -105056.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -102712.289062 Penalty: 740.582764
	Iteration 0F: 3 clusters Score -102712.3 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -103549.726562 Penalty: 740.582764
	Iteration 1F: 3 clusters Score -103549.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -103674.140625 Penalty: 740.582764
	Iteration 2F: 3 clusters Score -103674.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -103797.359375 Penalty: 740.582764
	Iteration 3F: 3 clusters Score -103797.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -103908.906250 Penalty: 740.582764
	Iteration 4F: 3 clusters Score -103908.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -104019.367188 Penalty: 740.582764
	Iteration 5Q: 3 clusters Score -104019.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -104120.960938 Penalty: 740.582764
	Iteration 6Q: 3 clusters Score -104121 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -104242.078125 Penalty: 740.582764
	Iteration 7Q: 3 clusters Score -104242.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -104344.820312 Penalty: 740.582764
	Iteration 8Q: 3 clusters Score -104344.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -104418.382812 Penalty: 740.582764
	Iteration 9Q: 3 clusters Score -104418.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -104467.984375 Penalty: 740.582764
	Iteration 10Q: 3 clusters Score -104468 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -104503.554688 Penalty: 740.582764
	Iteration 11Q: 3 clusters Score -104503.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -104537.421875 Penalty: 740.582764
	Iteration 12Q: 3 clusters Score -104537.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -104562.273438 Penalty: 740.582764
	Iteration 13Q: 3 clusters Score -104562.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -104581.164062 Penalty: 740.582764
	Iteration 14Q: 3 clusters Score -104581.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -104594.953125 Penalty: 740.582764
	Iteration 15Q: 3 clusters Score -104595 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -104610.851562 Penalty: 740.582764
	Iteration 16Q: 3 clusters Score -104610.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -104630.015625 Penalty: 740.582764
	Iteration 17Q: 3 clusters Score -104630 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -104646.562500 Penalty: 740.582764
	Iteration 18Q: 3 clusters Score -104646.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -104656.781250 Penalty: 740.582764
	Iteration 19Q: 3 clusters Score -104656.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -104671.171875 Penalty: 740.582764
	Iteration 20F: 3 clusters Score -104671.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -104689.210938 Penalty: 740.582764
	Iteration 21Q: 3 clusters Score -104689.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -104705.710938 Penalty: 740.582764
	Iteration 22Q: 3 clusters Score -104705.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -104714.421875 Penalty: 740.582764
	Iteration 23Q: 3 clusters Score -104714.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -104720.679688 Penalty: 740.582764
	Iteration 24Q: 3 clusters Score -104720.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -104729.171875 Penalty: 740.582764
	Iteration 25Q: 3 clusters Score -104729.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -104736.085938 Penalty: 740.582764
	Iteration 26Q: 3 clusters Score -104736.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -104746.062500 Penalty: 740.582764
	Iteration 27Q: 3 clusters Score -104746.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -104755.007812 Penalty: 740.582764
	Iteration 28Q: 3 clusters Score -104755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -104759.765625 Penalty: 740.582764
	Iteration 29Q: 3 clusters Score -104759.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -104768.140625 Penalty: 740.582764
	Iteration 30Q: 3 clusters Score -104768.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -104786.984375 Penalty: 740.582764
	Iteration 31Q: 3 clusters Score -104787 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -104798.375000 Penalty: 740.582764
	Iteration 32Q: 3 clusters Score -104798.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -104804.437500 Penalty: 740.582764
	Iteration 33Q: 3 clusters Score -104804.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -104810.039062 Penalty: 740.582764
	Iteration 34Q: 3 clusters Score -104810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -104814.531250 Penalty: 740.582764
	Iteration 35Q: 3 clusters Score -104814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -104816.859375 Penalty: 740.582764
	Iteration 36Q: 3 clusters Score -104816.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -104822.804688 Penalty: 740.582764
	Iteration 37Q: 3 clusters Score -104822.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -104830.000000 Penalty: 740.582764
	Iteration 38Q: 3 clusters Score -104830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -104837.093750 Penalty: 740.582764
	Iteration 39Q: 3 clusters Score -104837.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -104842.023438 Penalty: 740.582764
	Iteration 40F: 3 clusters Score -104842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -104849.828125 Penalty: 740.582764
	Iteration 41Q: 3 clusters Score -104849.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -104853.742188 Penalty: 740.582764
	Iteration 42Q: 3 clusters Score -104853.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -104854.742188 Penalty: 740.582764
	Iteration 43Q: 3 clusters Score -104854.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -104855.710938 Penalty: 740.582764
	Iteration 44Q: 3 clusters Score -104855.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -104855.710938 Penalty: 740.582764
	Iteration 45F: 3 clusters Score -104855.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Entering Unmasked Estep 
Score: -147907.671875 Penalty: 388.003021
	Iteration 0F: 2 clusters Score -147907.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -144544.734375 Penalty: 776.006042
	Iteration 0F: 3 clusters Score -144544.7 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -145926.734375 Penalty: 776.006042
	Iteration 1F: 3 clusters Score -145926.7 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -146156.593750 Penalty: 776.006042
	Iteration 2F: 3 clusters Score -146156.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -146371.671875 Penalty: 776.006042
	Iteration 3F: 3 clusters Score -146371.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -146575.906250 Penalty: 776.006042
	Iteration 4F: 3 clusters Score -146575.9 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -146746.843750 Penalty: 776.006042
	Iteration 5F: 3 clusters Score -146746.8 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -146918.671875 Penalty: 776.006042
	Iteration 6Q: 3 clusters Score -146918.7 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -147058.093750 Penalty: 776.006042
	Iteration 7Q: 3 clusters Score -147058.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -147162.375000 Penalty: 776.006042
	Iteration 8Q: 3 clusters Score -147162.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -147229.421875 Penalty: 776.006042
	Iteration 9Q: 3 clusters Score -147229.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -147269.578125 Penalty: 776.006042
	Iteration 10Q: 3 clusters Score -147269.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -147301.234375 Penalty: 776.006042
	Iteration 11Q: 3 clusters Score -147301.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -147328.171875 Penalty: 776.006042
	Iteration 12Q: 3 clusters Score -147328.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -147346.437500 Penalty: 776.006042
	Iteration 13Q: 3 clusters Score -147346.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -147359.906250 Penalty: 776.006042
	Iteration 14Q: 3 clusters Score -147359.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -147367.656250 Penalty: 776.006042
	Iteration 15Q: 3 clusters Score -147367.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -147376.171875 Penalty: 776.006042
	Iteration 16Q: 3 clusters Score -147376.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -147383.750000 Penalty: 776.006042
	Iteration 17Q: 3 clusters Score -147383.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -147393.656250 Penalty: 776.006042
	Iteration 18Q: 3 clusters Score -147393.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -147402.531250 Penalty: 776.006042
	Iteration 19Q: 3 clusters Score -147402.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -147409.156250 Penalty: 776.006042
	Iteration 20F: 3 clusters Score -147409.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -147415.203125 Penalty: 776.006042
	Iteration 21Q: 3 clusters Score -147415.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -147422.125000 Penalty: 776.006042
	Iteration 22Q: 3 clusters Score -147422.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -147427.718750 Penalty: 776.006042
	Iteration 23Q: 3 clusters Score -147427.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -147433.093750 Penalty: 776.006042
	Iteration 24Q: 3 clusters Score -147433.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -147435.843750 Penalty: 776.006042
	Iteration 25Q: 3 clusters Score -147435.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -147439.890625 Penalty: 776.006042
	Iteration 26Q: 3 clusters Score -147439.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -147446.843750 Penalty: 776.006042
	Iteration 27Q: 3 clusters Score -147446.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -147452.328125 Penalty: 776.006042
	Iteration 28Q: 3 clusters Score -147452.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -147458.968750 Penalty: 776.006042
	Iteration 29Q: 3 clusters Score -147459 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -147463.750000 Penalty: 776.006042
	Iteration 30Q: 3 clusters Score -147463.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -147467.000000 Penalty: 776.006042
	Iteration 31Q: 3 clusters Score -147467 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -147469.656250 Penalty: 776.006042
	Iteration 32Q: 3 clusters Score -147469.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -147471.765625 Penalty: 776.006042
	Iteration 33Q: 3 clusters Score -147471.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -147474.046875 Penalty: 776.006042
	Iteration 34Q: 3 clusters Score -147474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -147477.843750 Penalty: 776.006042
	Iteration 35Q: 3 clusters Score -147477.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -147479.234375 Penalty: 776.006042
	Iteration 36Q: 3 clusters Score -147479.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -147480.015625 Penalty: 776.006042
	Iteration 37Q: 3 clusters Score -147480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -147480.031250 Penalty: 776.006042
	Iteration 38Q: 3 clusters Score -147480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -147480.031250 Penalty: 776.006042
	Iteration 39F: 3 clusters Score -147480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Entering Unmasked Estep 
Score: -342521.781250 Penalty: 421.338074
	Iteration 0F: 2 clusters Score -342521.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -335478.531250 Penalty: 842.676147
	Iteration 0F: 3 clusters Score -335478.5 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -338305.343750 Penalty: 842.676147
	Iteration 1F: 3 clusters Score -338305.3 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -338624.812500 Penalty: 842.676147
	Iteration 2F: 3 clusters Score -338624.8 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -339066.375000 Penalty: 842.676147
	Iteration 3F: 3 clusters Score -339066.4 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -339690.250000 Penalty: 842.676147
	Iteration 4F: 3 clusters Score -339690.2 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -340325.968750 Penalty: 842.676147
	Iteration 5F: 3 clusters Score -340326 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -340869.218750 Penalty: 842.676147
	Iteration 6F: 3 clusters Score -340869.2 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -341286.843750 Penalty: 842.676147
	Iteration 7Q: 3 clusters Score -341286.8 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -341616.937500 Penalty: 842.676147
	Iteration 8Q: 3 clusters Score -341616.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -341886.750000 Penalty: 842.676147
	Iteration 9Q: 3 clusters Score -341886.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -342068.375000 Penalty: 842.676147
	Iteration 10Q: 3 clusters Score -342068.4 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -342169.437500 Penalty: 842.676147
	Iteration 11Q: 3 clusters Score -342169.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -342233.937500 Penalty: 842.676147
	Iteration 12Q: 3 clusters Score -342233.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -342268.031250 Penalty: 842.676147
	Iteration 13Q: 3 clusters Score -342268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -342291.875000 Penalty: 842.676147
	Iteration 14Q: 3 clusters Score -342291.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -342308.718750 Penalty: 842.676147
	Iteration 15Q: 3 clusters Score -342308.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -342318.375000 Penalty: 842.676147
	Iteration 16Q: 3 clusters Score -342318.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -342325.843750 Penalty: 842.676147
	Iteration 17Q: 3 clusters Score -342325.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -342333.718750 Penalty: 842.676147
	Iteration 18Q: 3 clusters Score -342333.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -342335.843750 Penalty: 842.676147
	Iteration 19Q: 3 clusters Score -342335.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -342337.968750 Penalty: 842.676147
	Iteration 20F: 3 clusters Score -342338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -342339.531250 Penalty: 842.676147
	Iteration 21Q: 3 clusters Score -342339.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -342341.875000 Penalty: 842.676147
	Iteration 22Q: 3 clusters Score -342341.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -342342.562500 Penalty: 842.676147
	Iteration 23Q: 3 clusters Score -342342.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -342342.718750 Penalty: 842.676147
	Iteration 24Q: 3 clusters Score -342342.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -342345.000000 Penalty: 842.676147
	Iteration 25Q: 3 clusters Score -342345 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -342347.343750 Penalty: 842.676147
	Iteration 26Q: 3 clusters Score -342347.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -342347.156250 Penalty: 842.676147
	Iteration 27Q: 3 clusters Score -342347.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -342347.562500 Penalty: 842.676147
	Iteration 28Q: 3 clusters Score -342347.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -342347.718750 Penalty: 842.676147
	Iteration 29Q: 3 clusters Score -342347.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -342347.218750 Penalty: 842.676147
	Iteration 30Q: 3 clusters Score -342347.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -342347.000000 Penalty: 842.676147
	Iteration 31Q: 3 clusters Score -342347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -342347.375000 Penalty: 842.676147
	Iteration 32Q: 3 clusters Score -342347.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -342349.375000 Penalty: 842.676147
	Iteration 33Q: 3 clusters Score -342349.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -342349.656250 Penalty: 842.676147
	Iteration 34Q: 3 clusters Score -342349.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -342349.375000 Penalty: 842.676147
	Iteration 35Q: 3 clusters Score -342349.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -342349.375000 Penalty: 842.676147
	Iteration 36F: 3 clusters Score -342349.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (16975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Entering Unmasked Estep 
Score: -561414.250000 Penalty: 443.147125
	Iteration 0F: 2 clusters Score -561414.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -550079.250000 Penalty: 886.294250
	Iteration 0F: 3 clusters Score -550079.2 nChanged 8037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -554733.000000 Penalty: 886.294250
	Iteration 1F: 3 clusters Score -554733 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -555060.687500 Penalty: 886.294250
	Iteration 2F: 3 clusters Score -555060.7 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -555460.125000 Penalty: 886.294250
	Iteration 3F: 3 clusters Score -555460.1 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -555990.187500 Penalty: 886.294250
	Iteration 4F: 3 clusters Score -555990.2 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -556667.562500 Penalty: 886.294250
	Iteration 5F: 3 clusters Score -556667.6 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -557403.625000 Penalty: 886.294250
	Iteration 6F: 3 clusters Score -557403.6 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -557897.812500 Penalty: 886.294250
	Iteration 7F: 3 clusters Score -557897.8 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -558109.062500 Penalty: 886.294250
	Iteration 8Q: 3 clusters Score -558109.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -558174.625000 Penalty: 886.294250
	Iteration 9Q: 3 clusters Score -558174.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -558207.375000 Penalty: 886.294250
	Iteration 10Q: 3 clusters Score -558207.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -558234.500000 Penalty: 886.294250
	Iteration 11Q: 3 clusters Score -558234.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -558263.437500 Penalty: 886.294250
	Iteration 12Q: 3 clusters Score -558263.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -558292.250000 Penalty: 886.294250
	Iteration 13Q: 3 clusters Score -558292.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -558324.625000 Penalty: 886.294250
	Iteration 14Q: 3 clusters Score -558324.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -558356.625000 Penalty: 886.294250
	Iteration 15Q: 3 clusters Score -558356.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 10936 members 
Entering Unmasked Estep 
Score: -558380.687500 Penalty: 886.294250
	Iteration 16Q: 3 clusters Score -558380.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -558412.000000 Penalty: 886.294250
	Iteration 17Q: 3 clusters Score -558412 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -558451.687500 Penalty: 886.294250
	Iteration 18Q: 3 clusters Score -558451.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -558497.000000 Penalty: 886.294250
	Iteration 19Q: 3 clusters Score -558497 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -558545.375000 Penalty: 886.294250
	Iteration 20F: 3 clusters Score -558545.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -558602.125000 Penalty: 886.294250
	Iteration 21Q: 3 clusters Score -558602.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -558672.937500 Penalty: 886.294250
	Iteration 22Q: 3 clusters Score -558672.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -558749.750000 Penalty: 886.294250
	Iteration 23Q: 3 clusters Score -558749.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -558833.187500 Penalty: 886.294250
	Iteration 24Q: 3 clusters Score -558833.2 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -558945.750000 Penalty: 886.294250
	Iteration 25Q: 3 clusters Score -558945.8 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -559061.375000 Penalty: 886.294250
	Iteration 26Q: 3 clusters Score -559061.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -559182.312500 Penalty: 886.294250
	Iteration 27Q: 3 clusters Score -559182.3 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -559298.187500 Penalty: 886.294250
	Iteration 28Q: 3 clusters Score -559298.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 14105 members 
Entering Unmasked Estep 
Score: -559417.375000 Penalty: 886.294250
	Iteration 29Q: 3 clusters Score -559417.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -559559.937500 Penalty: 886.294250
	Iteration 30Q: 3 clusters Score -559559.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -559714.937500 Penalty: 886.294250
	Iteration 31Q: 3 clusters Score -559714.9 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -559887.562500 Penalty: 886.294250
	Iteration 32Q: 3 clusters Score -559887.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -560068.937500 Penalty: 886.294250
	Iteration 33Q: 3 clusters Score -560068.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -560229.375000 Penalty: 886.294250
	Iteration 34Q: 3 clusters Score -560229.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -560378.312500 Penalty: 886.294250
	Iteration 35Q: 3 clusters Score -560378.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -560518.312500 Penalty: 886.294250
	Iteration 36Q: 3 clusters Score -560518.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -560636.937500 Penalty: 886.294250
	Iteration 37Q: 3 clusters Score -560636.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -560747.500000 Penalty: 886.294250
	Iteration 38Q: 3 clusters Score -560747.5 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -560833.437500 Penalty: 886.294250
	Iteration 39Q: 3 clusters Score -560833.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -560886.062500 Penalty: 886.294250
	Iteration 40F: 3 clusters Score -560886.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -560924.000000 Penalty: 886.294250
	Iteration 41Q: 3 clusters Score -560924 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -560959.437500 Penalty: 886.294250
	Iteration 42Q: 3 clusters Score -560959.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -560987.250000 Penalty: 886.294250
	Iteration 43Q: 3 clusters Score -560987.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -560999.375000 Penalty: 886.294250
	Iteration 44Q: 3 clusters Score -560999.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -561004.625000 Penalty: 886.294250
	Iteration 45Q: 3 clusters Score -561004.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -561011.062500 Penalty: 886.294250
	Iteration 46Q: 3 clusters Score -561011.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -561014.125000 Penalty: 886.294250
	Iteration 47Q: 3 clusters Score -561014.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -561016.000000 Penalty: 886.294250
	Iteration 48Q: 3 clusters Score -561016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -561016.750000 Penalty: 886.294250
	Iteration 49Q: 3 clusters Score -561016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -561016.750000 Penalty: 886.294250
	Iteration 50F: 3 clusters Score -561016.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Entering Unmasked Estep 
Score: -80668.007812 Penalty: 360.495850
	Iteration 0F: 2 clusters Score -80668.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -78693.296875 Penalty: 720.991699
	Iteration 0F: 3 clusters Score -78693.3 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -79337.062500 Penalty: 720.991699
	Iteration 1F: 3 clusters Score -79337.06 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -79426.187500 Penalty: 720.991699
	Iteration 2F: 3 clusters Score -79426.19 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -79521.296875 Penalty: 720.991699
	Iteration 3F: 3 clusters Score -79521.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -79633.703125 Penalty: 720.991699
	Iteration 4F: 3 clusters Score -79633.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -79744.101562 Penalty: 720.991699
	Iteration 5F: 3 clusters Score -79744.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -79859.062500 Penalty: 720.991699
	Iteration 6F: 3 clusters Score -79859.06 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -79959.359375 Penalty: 720.991699
	Iteration 7Q: 3 clusters Score -79959.36 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -80056.492188 Penalty: 720.991699
	Iteration 8Q: 3 clusters Score -80056.49 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -80139.492188 Penalty: 720.991699
	Iteration 9Q: 3 clusters Score -80139.49 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -80214.484375 Penalty: 720.991699
	Iteration 10Q: 3 clusters Score -80214.48 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -80265.718750 Penalty: 720.991699
	Iteration 11Q: 3 clusters Score -80265.72 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -80291.265625 Penalty: 720.991699
	Iteration 12Q: 3 clusters Score -80291.27 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -80320.312500 Penalty: 720.991699
	Iteration 13Q: 3 clusters Score -80320.31 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -80343.359375 Penalty: 720.991699
	Iteration 14Q: 3 clusters Score -80343.36 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -80373.945312 Penalty: 720.991699
	Iteration 15Q: 3 clusters Score -80373.95 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -80403.859375 Penalty: 720.991699
	Iteration 16Q: 3 clusters Score -80403.86 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -80435.281250 Penalty: 720.991699
	Iteration 17Q: 3 clusters Score -80435.28 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -80472.148438 Penalty: 720.991699
	Iteration 18Q: 3 clusters Score -80472.15 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -80495.195312 Penalty: 720.991699
	Iteration 19Q: 3 clusters Score -80495.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -80514.921875 Penalty: 720.991699
	Iteration 20F: 3 clusters Score -80514.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -80520.968750 Penalty: 720.991699
	Iteration 21Q: 3 clusters Score -80520.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -80524.976562 Penalty: 720.991699
	Iteration 22Q: 3 clusters Score -80524.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -80527.929688 Penalty: 720.991699
	Iteration 23Q: 3 clusters Score -80527.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -80531.125000 Penalty: 720.991699
	Iteration 24Q: 3 clusters Score -80531.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -80535.085938 Penalty: 720.991699
	Iteration 25Q: 3 clusters Score -80535.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -80539.468750 Penalty: 720.991699
	Iteration 26Q: 3 clusters Score -80539.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -80541.515625 Penalty: 720.991699
	Iteration 27Q: 3 clusters Score -80541.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -80542.468750 Penalty: 720.991699
	Iteration 28Q: 3 clusters Score -80542.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -80542.703125 Penalty: 720.991699
	Iteration 29Q: 3 clusters Score -80542.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -80542.703125 Penalty: 720.991699
	Iteration 30F: 3 clusters Score -80542.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (2416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Entering Unmasked Estep 
Score: -77429.867188 Penalty: 354.438995
	Iteration 0F: 2 clusters Score -77429.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -75680.343750 Penalty: 708.877991
	Iteration 0F: 3 clusters Score -75680.34 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -76307.296875 Penalty: 708.877991
	Iteration 1F: 3 clusters Score -76307.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -76418.375000 Penalty: 708.877991
	Iteration 2F: 3 clusters Score -76418.38 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -76488.726562 Penalty: 708.877991
	Iteration 3F: 3 clusters Score -76488.73 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -76543.593750 Penalty: 708.877991
	Iteration 4F: 3 clusters Score -76543.59 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -76590.062500 Penalty: 708.877991
	Iteration 5Q: 3 clusters Score -76590.06 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -76637.539062 Penalty: 708.877991
	Iteration 6Q: 3 clusters Score -76637.54 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -76688.820312 Penalty: 708.877991
	Iteration 7Q: 3 clusters Score -76688.82 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -76746.281250 Penalty: 708.877991
	Iteration 8Q: 3 clusters Score -76746.28 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -76815.289062 Penalty: 708.877991
	Iteration 9Q: 3 clusters Score -76815.29 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -76881.687500 Penalty: 708.877991
	Iteration 10Q: 3 clusters Score -76881.69 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -76934.601562 Penalty: 708.877991
	Iteration 11Q: 3 clusters Score -76934.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -76976.101562 Penalty: 708.877991
	Iteration 12Q: 3 clusters Score -76976.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -77004.250000 Penalty: 708.877991
	Iteration 13Q: 3 clusters Score -77004.25 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -77031.101562 Penalty: 708.877991
	Iteration 14Q: 3 clusters Score -77031.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -77049.140625 Penalty: 708.877991
	Iteration 15Q: 3 clusters Score -77049.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -77060.343750 Penalty: 708.877991
	Iteration 16Q: 3 clusters Score -77060.34 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -77070.531250 Penalty: 708.877991
	Iteration 17Q: 3 clusters Score -77070.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -77078.671875 Penalty: 708.877991
	Iteration 18Q: 3 clusters Score -77078.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -77082.398438 Penalty: 708.877991
	Iteration 19Q: 3 clusters Score -77082.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -77085.250000 Penalty: 708.877991
	Iteration 20F: 3 clusters Score -77085.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -77086.585938 Penalty: 708.877991
	Iteration 21Q: 3 clusters Score -77086.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -77088.109375 Penalty: 708.877991
	Iteration 22Q: 3 clusters Score -77088.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -77089.039062 Penalty: 708.877991
	Iteration 23Q: 3 clusters Score -77089.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -77089.867188 Penalty: 708.877991
	Iteration 24Q: 3 clusters Score -77089.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -77090.085938 Penalty: 708.877991
	Iteration 25Q: 3 clusters Score -77090.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -77090.164062 Penalty: 708.877991
	Iteration 26Q: 3 clusters Score -77090.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -77090.273438 Penalty: 708.877991
	Iteration 27Q: 3 clusters Score -77090.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -77090.273438 Penalty: 708.877991
	Iteration 28F: 3 clusters Score -77090.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (4094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Entering Unmasked Estep 
Score: -122393.632812 Penalty: 378.436157
	Iteration 0F: 2 clusters Score -122393.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -119620.070312 Penalty: 756.872314
	Iteration 0F: 3 clusters Score -119620.1 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -120660.781250 Penalty: 756.872314
	Iteration 1F: 3 clusters Score -120660.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -120805.718750 Penalty: 756.872314
	Iteration 2F: 3 clusters Score -120805.7 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -120999.585938 Penalty: 756.872314
	Iteration 3F: 3 clusters Score -120999.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -121180.148438 Penalty: 756.872314
	Iteration 4F: 3 clusters Score -121180.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -121292.421875 Penalty: 756.872314
	Iteration 5Q: 3 clusters Score -121292.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -121386.210938 Penalty: 756.872314
	Iteration 6Q: 3 clusters Score -121386.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -121463.750000 Penalty: 756.872314
	Iteration 7Q: 3 clusters Score -121463.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -121514.968750 Penalty: 756.872314
	Iteration 8Q: 3 clusters Score -121515 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -121550.054688 Penalty: 756.872314
	Iteration 9Q: 3 clusters Score -121550.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -121576.976562 Penalty: 756.872314
	Iteration 10Q: 3 clusters Score -121577 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -121588.820312 Penalty: 756.872314
	Iteration 11Q: 3 clusters Score -121588.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -121597.296875 Penalty: 756.872314
	Iteration 12Q: 3 clusters Score -121597.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -121604.890625 Penalty: 756.872314
	Iteration 13Q: 3 clusters Score -121604.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -121613.664062 Penalty: 756.872314
	Iteration 14Q: 3 clusters Score -121613.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -121622.710938 Penalty: 756.872314
	Iteration 15Q: 3 clusters Score -121622.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -121630.742188 Penalty: 756.872314
	Iteration 16Q: 3 clusters Score -121630.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -121636.882812 Penalty: 756.872314
	Iteration 17Q: 3 clusters Score -121636.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -121641.648438 Penalty: 756.872314
	Iteration 18Q: 3 clusters Score -121641.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -121646.609375 Penalty: 756.872314
	Iteration 19Q: 3 clusters Score -121646.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -121650.164062 Penalty: 756.872314
	Iteration 20F: 3 clusters Score -121650.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -121654.312500 Penalty: 756.872314
	Iteration 21Q: 3 clusters Score -121654.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -121658.804688 Penalty: 756.872314
	Iteration 22Q: 3 clusters Score -121658.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -121663.281250 Penalty: 756.872314
	Iteration 23Q: 3 clusters Score -121663.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -121666.851562 Penalty: 756.872314
	Iteration 24Q: 3 clusters Score -121666.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -121669.265625 Penalty: 756.872314
	Iteration 25Q: 3 clusters Score -121669.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -121672.054688 Penalty: 756.872314
	Iteration 26Q: 3 clusters Score -121672.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -121676.562500 Penalty: 756.872314
	Iteration 27Q: 3 clusters Score -121676.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -121681.726562 Penalty: 756.872314
	Iteration 28Q: 3 clusters Score -121681.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -121687.062500 Penalty: 756.872314
	Iteration 29Q: 3 clusters Score -121687.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -121692.015625 Penalty: 756.872314
	Iteration 30Q: 3 clusters Score -121692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -121698.734375 Penalty: 756.872314
	Iteration 31Q: 3 clusters Score -121698.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -121704.890625 Penalty: 756.872314
	Iteration 32Q: 3 clusters Score -121704.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -121708.500000 Penalty: 756.872314
	Iteration 33Q: 3 clusters Score -121708.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -121709.125000 Penalty: 756.872314
	Iteration 34Q: 3 clusters Score -121709.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -121709.726562 Penalty: 756.872314
	Iteration 35Q: 3 clusters Score -121709.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -121710.515625 Penalty: 756.872314
	Iteration 36Q: 3 clusters Score -121710.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -121710.437500 Penalty: 756.872314
	Iteration 37Q: 3 clusters Score -121710.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -121710.484375 Penalty: 756.872314
	Iteration 38Q: 3 clusters Score -121710.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -121710.484375 Penalty: 756.872314
	Iteration 39F: 3 clusters Score -121710.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Entering Unmasked Estep 
Score: -343602.593750 Penalty: 419.595245
	Iteration 0F: 2 clusters Score -343602.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -336838.593750 Penalty: 839.190491
	Iteration 0F: 3 clusters Score -336838.6 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -339451.718750 Penalty: 839.190491
	Iteration 1F: 3 clusters Score -339451.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -339631.593750 Penalty: 839.190491
	Iteration 2Q: 3 clusters Score -339631.6 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -339858.781250 Penalty: 839.190491
	Iteration 3Q: 3 clusters Score -339858.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -340177.156250 Penalty: 839.190491
	Iteration 4F: 3 clusters Score -340177.2 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -340624.625000 Penalty: 839.190491
	Iteration 5F: 3 clusters Score -340624.6 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -341099.593750 Penalty: 839.190491
	Iteration 6F: 3 clusters Score -341099.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -341510.843750 Penalty: 839.190491
	Iteration 7F: 3 clusters Score -341510.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -341770.843750 Penalty: 839.190491
	Iteration 8Q: 3 clusters Score -341770.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -341905.625000 Penalty: 839.190491
	Iteration 9Q: 3 clusters Score -341905.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -341956.093750 Penalty: 839.190491
	Iteration 10Q: 3 clusters Score -341956.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -341986.875000 Penalty: 839.190491
	Iteration 11Q: 3 clusters Score -341986.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -342006.937500 Penalty: 839.190491
	Iteration 12Q: 3 clusters Score -342006.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -342026.156250 Penalty: 839.190491
	Iteration 13Q: 3 clusters Score -342026.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -342045.281250 Penalty: 839.190491
	Iteration 14Q: 3 clusters Score -342045.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -342069.375000 Penalty: 839.190491
	Iteration 15Q: 3 clusters Score -342069.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -342097.093750 Penalty: 839.190491
	Iteration 16Q: 3 clusters Score -342097.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -342120.312500 Penalty: 839.190491
	Iteration 17Q: 3 clusters Score -342120.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -342142.937500 Penalty: 839.190491
	Iteration 18Q: 3 clusters Score -342142.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -342160.937500 Penalty: 839.190491
	Iteration 19Q: 3 clusters Score -342160.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -342174.343750 Penalty: 839.190491
	Iteration 20F: 3 clusters Score -342174.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -342187.125000 Penalty: 839.190491
	Iteration 21Q: 3 clusters Score -342187.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -342203.531250 Penalty: 839.190491
	Iteration 22Q: 3 clusters Score -342203.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -342222.906250 Penalty: 839.190491
	Iteration 23Q: 3 clusters Score -342222.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -342237.437500 Penalty: 839.190491
	Iteration 24Q: 3 clusters Score -342237.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -342253.968750 Penalty: 839.190491
	Iteration 25Q: 3 clusters Score -342254 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -342267.218750 Penalty: 839.190491
	Iteration 26Q: 3 clusters Score -342267.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -342280.437500 Penalty: 839.190491
	Iteration 27Q: 3 clusters Score -342280.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -342295.281250 Penalty: 839.190491
	Iteration 28Q: 3 clusters Score -342295.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -342313.687500 Penalty: 839.190491
	Iteration 29Q: 3 clusters Score -342313.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -342328.093750 Penalty: 839.190491
	Iteration 30Q: 3 clusters Score -342328.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -342346.718750 Penalty: 839.190491
	Iteration 31Q: 3 clusters Score -342346.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -342362.031250 Penalty: 839.190491
	Iteration 32Q: 3 clusters Score -342362 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -342381.218750 Penalty: 839.190491
	Iteration 33Q: 3 clusters Score -342381.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -342401.156250 Penalty: 839.190491
	Iteration 34Q: 3 clusters Score -342401.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -342425.562500 Penalty: 839.190491
	Iteration 35Q: 3 clusters Score -342425.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -342453.031250 Penalty: 839.190491
	Iteration 36Q: 3 clusters Score -342453 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -342487.343750 Penalty: 839.190491
	Iteration 37Q: 3 clusters Score -342487.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -342530.875000 Penalty: 839.190491
	Iteration 38Q: 3 clusters Score -342530.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -342584.000000 Penalty: 839.190491
	Iteration 39Q: 3 clusters Score -342584 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -342643.531250 Penalty: 839.190491
	Iteration 40F: 3 clusters Score -342643.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -342711.843750 Penalty: 839.190491
	Iteration 41Q: 3 clusters Score -342711.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -342782.750000 Penalty: 839.190491
	Iteration 42Q: 3 clusters Score -342782.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -342847.437500 Penalty: 839.190491
	Iteration 43Q: 3 clusters Score -342847.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -342887.937500 Penalty: 839.190491
	Iteration 44Q: 3 clusters Score -342887.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -342937.937500 Penalty: 839.190491
	Iteration 45Q: 3 clusters Score -342937.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -342984.062500 Penalty: 839.190491
	Iteration 46Q: 3 clusters Score -342984.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -343022.531250 Penalty: 839.190491
	Iteration 47Q: 3 clusters Score -343022.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -343054.375000 Penalty: 839.190491
	Iteration 48Q: 3 clusters Score -343054.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -343079.718750 Penalty: 839.190491
	Iteration 49Q: 3 clusters Score -343079.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -343100.218750 Penalty: 839.190491
	Iteration 50Q: 3 clusters Score -343100.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -343115.281250 Penalty: 839.190491
	Iteration 51Q: 3 clusters Score -343115.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -343128.531250 Penalty: 839.190491
	Iteration 52Q: 3 clusters Score -343128.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -343138.343750 Penalty: 839.190491
	Iteration 53Q: 3 clusters Score -343138.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -343148.187500 Penalty: 839.190491
	Iteration 54Q: 3 clusters Score -343148.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -343161.718750 Penalty: 839.190491
	Iteration 55Q: 3 clusters Score -343161.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -343177.781250 Penalty: 839.190491
	Iteration 56Q: 3 clusters Score -343177.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -343185.312500 Penalty: 839.190491
	Iteration 57Q: 3 clusters Score -343185.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -343194.437500 Penalty: 839.190491
	Iteration 58Q: 3 clusters Score -343194.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -343202.906250 Penalty: 839.190491
	Iteration 59Q: 3 clusters Score -343202.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -343211.000000 Penalty: 839.190491
	Iteration 60F: 3 clusters Score -343211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -343219.625000 Penalty: 839.190491
	Iteration 61Q: 3 clusters Score -343219.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -343230.750000 Penalty: 839.190491
	Iteration 62Q: 3 clusters Score -343230.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -343239.437500 Penalty: 839.190491
	Iteration 63Q: 3 clusters Score -343239.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -343244.843750 Penalty: 839.190491
	Iteration 64Q: 3 clusters Score -343244.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -343253.062500 Penalty: 839.190491
	Iteration 65Q: 3 clusters Score -343253.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -343261.375000 Penalty: 839.190491
	Iteration 66Q: 3 clusters Score -343261.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -343266.218750 Penalty: 839.190491
	Iteration 67Q: 3 clusters Score -343266.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -343272.031250 Penalty: 839.190491
	Iteration 68Q: 3 clusters Score -343272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -343276.250000 Penalty: 839.190491
	Iteration 69Q: 3 clusters Score -343276.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -343279.250000 Penalty: 839.190491
	Iteration 70Q: 3 clusters Score -343279.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9828 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -343282.437500 Penalty: 839.190491
	Iteration 71Q: 3 clusters Score -343282.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -343284.093750 Penalty: 839.190491
	Iteration 72Q: 3 clusters Score -343284.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -343284.875000 Penalty: 839.190491
	Iteration 73Q: 3 clusters Score -343284.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9842 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -343285.531250 Penalty: 839.190491
	Iteration 74Q: 3 clusters Score -343285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -343285.625000 Penalty: 839.190491
	Iteration 75Q: 3 clusters Score -343285.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -343286.000000 Penalty: 839.190491
	Iteration 76Q: 3 clusters Score -343286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -343286.531250 Penalty: 839.190491
	Iteration 77Q: 3 clusters Score -343286.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -343288.906250 Penalty: 839.190491
	Iteration 78Q: 3 clusters Score -343288.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -343289.843750 Penalty: 839.190491
	Iteration 79Q: 3 clusters Score -343289.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -343289.843750 Penalty: 839.190491
	Iteration 80F: 3 clusters Score -343289.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Entering Unmasked Estep 
Score: -81333.171875 Penalty: 357.831116
	Iteration 0F: 2 clusters Score -81333.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -79508.976562 Penalty: 715.662231
	Iteration 0F: 3 clusters Score -79508.98 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -80152.617188 Penalty: 715.662231
	Iteration 1F: 3 clusters Score -80152.62 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -80270.906250 Penalty: 715.662231
	Iteration 2F: 3 clusters Score -80270.91 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -80351.023438 Penalty: 715.662231
	Iteration 3F: 3 clusters Score -80351.02 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -80412.000000 Penalty: 715.662231
	Iteration 4Q: 3 clusters Score -80412 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -80455.195312 Penalty: 715.662231
	Iteration 5Q: 3 clusters Score -80455.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -80486.492188 Penalty: 715.662231
	Iteration 6Q: 3 clusters Score -80486.49 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -80511.273438 Penalty: 715.662231
	Iteration 7Q: 3 clusters Score -80511.27 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -80536.312500 Penalty: 715.662231
	Iteration 8Q: 3 clusters Score -80536.31 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -80563.617188 Penalty: 715.662231
	Iteration 9Q: 3 clusters Score -80563.62 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -80595.242188 Penalty: 715.662231
	Iteration 10Q: 3 clusters Score -80595.24 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -80629.390625 Penalty: 715.662231
	Iteration 11Q: 3 clusters Score -80629.39 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -80667.546875 Penalty: 715.662231
	Iteration 12Q: 3 clusters Score -80667.55 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -80703.601562 Penalty: 715.662231
	Iteration 13Q: 3 clusters Score -80703.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -80747.679688 Penalty: 715.662231
	Iteration 14Q: 3 clusters Score -80747.68 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -80784.218750 Penalty: 715.662231
	Iteration 15Q: 3 clusters Score -80784.22 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -80816.304688 Penalty: 715.662231
	Iteration 16Q: 3 clusters Score -80816.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -80849.132812 Penalty: 715.662231
	Iteration 17Q: 3 clusters Score -80849.13 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -80886.492188 Penalty: 715.662231
	Iteration 18Q: 3 clusters Score -80886.49 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -80927.757812 Penalty: 715.662231
	Iteration 19Q: 3 clusters Score -80927.76 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -80949.250000 Penalty: 715.662231
	Iteration 20F: 3 clusters Score -80949.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -80960.679688 Penalty: 715.662231
	Iteration 21Q: 3 clusters Score -80960.68 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -80966.851562 Penalty: 715.662231
	Iteration 22Q: 3 clusters Score -80966.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -80970.000000 Penalty: 715.662231
	Iteration 23Q: 3 clusters Score -80970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -80972.109375 Penalty: 715.662231
	Iteration 24Q: 3 clusters Score -80972.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -80976.468750 Penalty: 715.662231
	Iteration 25Q: 3 clusters Score -80976.47 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -80979.992188 Penalty: 715.662231
	Iteration 26Q: 3 clusters Score -80979.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -80984.296875 Penalty: 715.662231
	Iteration 27Q: 3 clusters Score -80984.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -80990.257812 Penalty: 715.662231
	Iteration 28Q: 3 clusters Score -80990.26 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -80999.179688 Penalty: 715.662231
	Iteration 29Q: 3 clusters Score -80999.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -81007.031250 Penalty: 715.662231
	Iteration 30Q: 3 clusters Score -81007.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -81013.812500 Penalty: 715.662231
	Iteration 31Q: 3 clusters Score -81013.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -81015.835938 Penalty: 715.662231
	Iteration 32Q: 3 clusters Score -81015.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -81018.585938 Penalty: 715.662231
	Iteration 33Q: 3 clusters Score -81018.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -81021.335938 Penalty: 715.662231
	Iteration 34Q: 3 clusters Score -81021.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -81024.773438 Penalty: 715.662231
	Iteration 35Q: 3 clusters Score -81024.77 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -81026.789062 Penalty: 715.662231
	Iteration 36Q: 3 clusters Score -81026.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -81027.820312 Penalty: 715.662231
	Iteration 37Q: 3 clusters Score -81027.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -81029.617188 Penalty: 715.662231
	Iteration 38Q: 3 clusters Score -81029.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -81030.789062 Penalty: 715.662231
	Iteration 39Q: 3 clusters Score -81030.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -81031.234375 Penalty: 715.662231
	Iteration 40F: 3 clusters Score -81031.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -81032.484375 Penalty: 715.662231
	Iteration 41Q: 3 clusters Score -81032.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -81033.375000 Penalty: 715.662231
	Iteration 42Q: 3 clusters Score -81033.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -81035.851562 Penalty: 715.662231
	Iteration 43Q: 3 clusters Score -81035.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -81038.210938 Penalty: 715.662231
	Iteration 44Q: 3 clusters Score -81038.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -81039.593750 Penalty: 715.662231
	Iteration 45Q: 3 clusters Score -81039.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -81040.156250 Penalty: 715.662231
	Iteration 46Q: 3 clusters Score -81040.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81040.500000 Penalty: 715.662231
	Iteration 47Q: 3 clusters Score -81040.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -81041.890625 Penalty: 715.662231
	Iteration 48Q: 3 clusters Score -81041.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -81042.867188 Penalty: 715.662231
	Iteration 49Q: 3 clusters Score -81042.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81043.367188 Penalty: 715.662231
	Iteration 50Q: 3 clusters Score -81043.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81043.640625 Penalty: 715.662231
	Iteration 51Q: 3 clusters Score -81043.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -81044.210938 Penalty: 715.662231
	Iteration 52Q: 3 clusters Score -81044.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -81044.281250 Penalty: 715.662231
	Iteration 53Q: 3 clusters Score -81044.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81044.585938 Penalty: 715.662231
	Iteration 54Q: 3 clusters Score -81044.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -81044.585938 Penalty: 715.662231
	Iteration 55F: 3 clusters Score -81044.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (8642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Entering Unmasked Estep 
Score: -280862.562500 Penalty: 412.429718
	Iteration 0F: 2 clusters Score -280862.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -275062.187500 Penalty: 824.859436
	Iteration 0F: 3 clusters Score -275062.2 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -277467.406250 Penalty: 824.859436
	Iteration 1F: 3 clusters Score -277467.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -277725.343750 Penalty: 824.859436
	Iteration 2F: 3 clusters Score -277725.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -277944.750000 Penalty: 824.859436
	Iteration 3F: 3 clusters Score -277944.8 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -278135.031250 Penalty: 824.859436
	Iteration 4F: 3 clusters Score -278135 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -278328.968750 Penalty: 824.859436
	Iteration 5Q: 3 clusters Score -278329 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -278540.625000 Penalty: 824.859436
	Iteration 6Q: 3 clusters Score -278540.6 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -278811.812500 Penalty: 824.859436
	Iteration 7F: 3 clusters Score -278811.8 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -279141.437500 Penalty: 824.859436
	Iteration 8F: 3 clusters Score -279141.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -279490.656250 Penalty: 824.859436
	Iteration 9F: 3 clusters Score -279490.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -279835.375000 Penalty: 824.859436
	Iteration 10Q: 3 clusters Score -279835.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -280133.875000 Penalty: 824.859436
	Iteration 11Q: 3 clusters Score -280133.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -280300.937500 Penalty: 824.859436
	Iteration 12Q: 3 clusters Score -280300.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -280378.593750 Penalty: 824.859436
	Iteration 13Q: 3 clusters Score -280378.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -280433.375000 Penalty: 824.859436
	Iteration 14Q: 3 clusters Score -280433.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -280461.875000 Penalty: 824.859436
	Iteration 15Q: 3 clusters Score -280461.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -280478.468750 Penalty: 824.859436
	Iteration 16Q: 3 clusters Score -280478.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -280489.187500 Penalty: 824.859436
	Iteration 17Q: 3 clusters Score -280489.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -280493.312500 Penalty: 824.859436
	Iteration 18Q: 3 clusters Score -280493.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -280497.687500 Penalty: 824.859436
	Iteration 19Q: 3 clusters Score -280497.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -280498.656250 Penalty: 824.859436
	Iteration 20F: 3 clusters Score -280498.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (6082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Entering Unmasked Estep 
Score: -182292.109375 Penalty: 396.445557
	Iteration 0F: 2 clusters Score -182292.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -178266.656250 Penalty: 792.891113
	Iteration 0F: 3 clusters Score -178266.7 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -180105.171875 Penalty: 792.891113
	Iteration 1F: 3 clusters Score -180105.2 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -180393.500000 Penalty: 792.891113
	Iteration 2F: 3 clusters Score -180393.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -180666.218750 Penalty: 792.891113
	Iteration 3F: 3 clusters Score -180666.2 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -180930.375000 Penalty: 792.891113
	Iteration 4F: 3 clusters Score -180930.4 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -181186.140625 Penalty: 792.891113
	Iteration 5F: 3 clusters Score -181186.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -181427.546875 Penalty: 792.891113
	Iteration 6F: 3 clusters Score -181427.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -181618.500000 Penalty: 792.891113
	Iteration 7Q: 3 clusters Score -181618.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -181784.484375 Penalty: 792.891113
	Iteration 8Q: 3 clusters Score -181784.5 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -181886.515625 Penalty: 792.891113
	Iteration 9Q: 3 clusters Score -181886.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -181944.093750 Penalty: 792.891113
	Iteration 10Q: 3 clusters Score -181944.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -181973.765625 Penalty: 792.891113
	Iteration 11Q: 3 clusters Score -181973.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -181990.015625 Penalty: 792.891113
	Iteration 12Q: 3 clusters Score -181990 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -181997.359375 Penalty: 792.891113
	Iteration 13Q: 3 clusters Score -181997.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -182000.140625 Penalty: 792.891113
	Iteration 14Q: 3 clusters Score -182000.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -182001.453125 Penalty: 792.891113
	Iteration 15Q: 3 clusters Score -182001.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -182004.468750 Penalty: 792.891113
	Iteration 16Q: 3 clusters Score -182004.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -182007.078125 Penalty: 792.891113
	Iteration 17Q: 3 clusters Score -182007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -182010.046875 Penalty: 792.891113
	Iteration 18Q: 3 clusters Score -182010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -182013.734375 Penalty: 792.891113
	Iteration 19Q: 3 clusters Score -182013.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -182014.515625 Penalty: 792.891113
	Iteration 20F: 3 clusters Score -182014.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -182014.984375 Penalty: 792.891113
	Iteration 21Q: 3 clusters Score -182015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -182014.984375 Penalty: 792.891113
	Iteration 22F: 3 clusters Score -182015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -208497.578125 Penalty: 400.807983
	Iteration 0F: 2 clusters Score -208497.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -203979.281250 Penalty: 801.615967
	Iteration 0F: 3 clusters Score -203979.3 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -205825.234375 Penalty: 801.615967
	Iteration 1F: 3 clusters Score -205825.2 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -206010.281250 Penalty: 801.615967
	Iteration 2F: 3 clusters Score -206010.3 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -206197.265625 Penalty: 801.615967
	Iteration 3F: 3 clusters Score -206197.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -206367.625000 Penalty: 801.615967
	Iteration 4F: 3 clusters Score -206367.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -206561.187500 Penalty: 801.615967
	Iteration 5Q: 3 clusters Score -206561.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -206805.078125 Penalty: 801.615967
	Iteration 6F: 3 clusters Score -206805.1 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -207067.843750 Penalty: 801.615967
	Iteration 7Q: 3 clusters Score -207067.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -207219.406250 Penalty: 801.615967
	Iteration 8Q: 3 clusters Score -207219.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -207300.671875 Penalty: 801.615967
	Iteration 9Q: 3 clusters Score -207300.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -207355.781250 Penalty: 801.615967
	Iteration 10Q: 3 clusters Score -207355.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -207405.312500 Penalty: 801.615967
	Iteration 11Q: 3 clusters Score -207405.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -207454.546875 Penalty: 801.615967
	Iteration 12Q: 3 clusters Score -207454.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -207494.937500 Penalty: 801.615967
	Iteration 13Q: 3 clusters Score -207494.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -207528.812500 Penalty: 801.615967
	Iteration 14Q: 3 clusters Score -207528.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -207564.390625 Penalty: 801.615967
	Iteration 15Q: 3 clusters Score -207564.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -207596.593750 Penalty: 801.615967
	Iteration 16Q: 3 clusters Score -207596.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -207626.578125 Penalty: 801.615967
	Iteration 17Q: 3 clusters Score -207626.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -207652.640625 Penalty: 801.615967
	Iteration 18Q: 3 clusters Score -207652.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -207678.000000 Penalty: 801.615967
	Iteration 19Q: 3 clusters Score -207678 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -207705.843750 Penalty: 801.615967
	Iteration 20F: 3 clusters Score -207705.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -207735.937500 Penalty: 801.615967
	Iteration 21Q: 3 clusters Score -207735.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -207768.578125 Penalty: 801.615967
	Iteration 22Q: 3 clusters Score -207768.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -207795.750000 Penalty: 801.615967
	Iteration 23Q: 3 clusters Score -207795.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -207819.703125 Penalty: 801.615967
	Iteration 24Q: 3 clusters Score -207819.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -207843.609375 Penalty: 801.615967
	Iteration 25Q: 3 clusters Score -207843.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -207870.125000 Penalty: 801.615967
	Iteration 26Q: 3 clusters Score -207870.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -207899.046875 Penalty: 801.615967
	Iteration 27Q: 3 clusters Score -207899 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -207927.109375 Penalty: 801.615967
	Iteration 28Q: 3 clusters Score -207927.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -207957.546875 Penalty: 801.615967
	Iteration 29Q: 3 clusters Score -207957.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -207988.265625 Penalty: 801.615967
	Iteration 30Q: 3 clusters Score -207988.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -208016.453125 Penalty: 801.615967
	Iteration 31Q: 3 clusters Score -208016.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -208037.062500 Penalty: 801.615967
	Iteration 32Q: 3 clusters Score -208037.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -208063.593750 Penalty: 801.615967
	Iteration 33Q: 3 clusters Score -208063.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -208086.093750 Penalty: 801.615967
	Iteration 34Q: 3 clusters Score -208086.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -208110.140625 Penalty: 801.615967
	Iteration 35Q: 3 clusters Score -208110.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -208120.359375 Penalty: 801.615967
	Iteration 36Q: 3 clusters Score -208120.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -208128.890625 Penalty: 801.615967
	Iteration 37Q: 3 clusters Score -208128.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -208137.062500 Penalty: 801.615967
	Iteration 38Q: 3 clusters Score -208137.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -208141.546875 Penalty: 801.615967
	Iteration 39Q: 3 clusters Score -208141.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -208145.796875 Penalty: 801.615967
	Iteration 40F: 3 clusters Score -208145.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -208147.500000 Penalty: 801.615967
	Iteration 41Q: 3 clusters Score -208147.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -208149.375000 Penalty: 801.615967
	Iteration 42Q: 3 clusters Score -208149.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -208150.578125 Penalty: 801.615967
	Iteration 43Q: 3 clusters Score -208150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -208151.312500 Penalty: 801.615967
	Iteration 44Q: 3 clusters Score -208151.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -208152.921875 Penalty: 801.615967
	Iteration 45Q: 3 clusters Score -208152.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -208155.156250 Penalty: 801.615967
	Iteration 46Q: 3 clusters Score -208155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -208156.171875 Penalty: 801.615967
	Iteration 47Q: 3 clusters Score -208156.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -208157.156250 Penalty: 801.615967
	Iteration 48Q: 3 clusters Score -208157.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -208159.015625 Penalty: 801.615967
	Iteration 49Q: 3 clusters Score -208159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -208160.515625 Penalty: 801.615967
	Iteration 50Q: 3 clusters Score -208160.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -208161.359375 Penalty: 801.615967
	Iteration 51Q: 3 clusters Score -208161.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -208164.875000 Penalty: 801.615967
	Iteration 52Q: 3 clusters Score -208164.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -208166.796875 Penalty: 801.615967
	Iteration 53Q: 3 clusters Score -208166.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -208167.437500 Penalty: 801.615967
	Iteration 54Q: 3 clusters Score -208167.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -208167.937500 Penalty: 801.615967
	Iteration 55Q: 3 clusters Score -208167.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -208168.531250 Penalty: 801.615967
	Iteration 56Q: 3 clusters Score -208168.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -208168.687500 Penalty: 801.615967
	Iteration 57Q: 3 clusters Score -208168.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -208169.421875 Penalty: 801.615967
	Iteration 58Q: 3 clusters Score -208169.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -208170.140625 Penalty: 801.615967
	Iteration 59Q: 3 clusters Score -208170.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -208170.750000 Penalty: 801.615967
	Iteration 60F: 3 clusters Score -208170.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -3209.072754 Penalty: 226.126511
	Iteration 0F: 2 clusters Score -3209.073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -2974.990967 Penalty: 452.253021
	Iteration 0F: 3 clusters Score -2974.991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3033.349609 Penalty: 452.253021
	Iteration 1F: 3 clusters Score -3033.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3036.173828 Penalty: 452.253021
	Iteration 2Q: 3 clusters Score -3036.174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -3036.173828 Penalty: 452.253021
	Iteration 3F: 3 clusters Score -3036.174 nChanged 0
23->26 Clusters: Score -15736161.000000, best is -15736391.000000

Starting from 24 clusters...
--- Clustering full data set of 523108 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 23025 members 
Mstep: Class 3 contains 22782 members 
Mstep: Class 4 contains 22667 members 
Mstep: Class 5 contains 22641 members 
Mstep: Class 6 contains 22762 members 
Mstep: Class 7 contains 22433 members 
Mstep: Class 8 contains 22829 members 
Mstep: Class 9 contains 22930 members 
Mstep: Class 10 contains 22455 members 
Mstep: Class 11 contains 22663 members 
Mstep: Class 12 contains 22863 members 
Mstep: Class 13 contains 22709 members 
Mstep: Class 14 contains 22733 members 
Mstep: Class 15 contains 22382 members 
Mstep: Class 16 contains 22896 members 
Mstep: Class 17 contains 22649 members 
Mstep: Class 18 contains 22753 members 
Mstep: Class 19 contains 22911 members 
Mstep: Class 20 contains 22734 members 
Mstep: Class 21 contains 22968 members 
Mstep: Class 22 contains 22671 members 
Mstep: Class 23 contains 23009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 144.820419 but Gain 599.123047
Score: -13760357.000000 Penalty: 13180.710938
Iteration 0F: 23 clusters Score -1.376036e+07 nChanged 498523
Entering Unmasked Mstep 
Mstep: Class 0 contains 97 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 19234 members 
Mstep: Class 3 contains 11213 members 
Mstep: Class 4 contains 15560 members 
Mstep: Class 5 contains 23709 members 
Mstep: Class 6 contains 63933 members 
Mstep: Class 8 contains 32893 members 
Mstep: Class 9 contains 47320 members 
Mstep: Class 10 contains 18449 members 
Mstep: Class 11 contains 7125 members 
Mstep: Class 12 contains 17226 members 
Mstep: Class 13 contains 11723 members 
Mstep: Class 14 contains 49309 members 
Mstep: Class 15 contains 8917 members 
Mstep: Class 16 contains 23336 members 
Mstep: Class 17 contains 19556 members 
Mstep: Class 18 contains 18165 members 
Mstep: Class 19 contains 22339 members 
Mstep: Class 20 contains 11775 members 
Mstep: Class 21 contains 29398 members 
Mstep: Class 22 contains 15966 members 
Mstep: Class 23 contains 41012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14931009.000000 Penalty: 13180.710938
Iteration 1F: 23 clusters Score -1.493101e+07 nChanged 173838
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 20824 members 
Mstep: Class 3 contains 9899 members 
Mstep: Class 4 contains 12038 members 
Mstep: Class 5 contains 19273 members 
Mstep: Class 6 contains 66920 members 
Mstep: Class 8 contains 25762 members 
Mstep: Class 9 contains 77457 members 
Mstep: Class 10 contains 14799 members 
Mstep: Class 11 contains 4206 members 
Mstep: Class 12 contains 18036 members 
Mstep: Class 13 contains 11941 members 
Mstep: Class 14 contains 49904 members 
Mstep: Class 15 contains 5329 members 
Mstep: Class 16 contains 31571 members 
Mstep: Class 17 contains 20501 members 
Mstep: Class 18 contains 13281 members 
Mstep: Class 19 contains 19692 members 
Mstep: Class 20 contains 11484 members 
Mstep: Class 21 contains 20919 members 
Mstep: Class 22 contains 12063 members 
Mstep: Class 23 contains 38514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15164190.000000 Penalty: 13180.710938
Iteration 2F: 23 clusters Score -1.516419e+07 nChanged 131577
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 25738 members 
Mstep: Class 3 contains 8624 members 
Mstep: Class 4 contains 10195 members 
Mstep: Class 5 contains 14330 members 
Mstep: Class 6 contains 68860 members 
Mstep: Class 8 contains 18433 members 
Mstep: Class 9 contains 100055 members 
Mstep: Class 10 contains 10364 members 
Mstep: Class 11 contains 2671 members 
Mstep: Class 12 contains 20229 members 
Mstep: Class 13 contains 12578 members 
Mstep: Class 14 contains 50492 members 
Mstep: Class 15 contains 2999 members 
Mstep: Class 16 contains 40226 members 
Mstep: Class 17 contains 18121 members 
Mstep: Class 18 contains 8405 members 
Mstep: Class 19 contains 17657 members 
Mstep: Class 20 contains 11116 members 
Mstep: Class 21 contains 13119 members 
Mstep: Class 22 contains 10525 members 
Mstep: Class 23 contains 34916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15350821.000000 Penalty: 13180.710938
Iteration 3F: 23 clusters Score -1.535082e+07 nChanged 106619
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 30418 members 
Mstep: Class 3 contains 7885 members 
Mstep: Class 4 contains 9408 members 
Mstep: Class 5 contains 9697 members 
Mstep: Class 6 contains 69003 members 
Mstep: Class 8 contains 11972 members 
Mstep: Class 9 contains 117790 members 
Mstep: Class 10 contains 6091 members 
Mstep: Class 11 contains 1793 members 
Mstep: Class 12 contains 21933 members 
Mstep: Class 13 contains 14094 members 
Mstep: Class 14 contains 51792 members 
Mstep: Class 15 contains 1647 members 
Mstep: Class 16 contains 48874 members 
Mstep: Class 17 contains 14841 members 
Mstep: Class 18 contains 4764 members 
Mstep: Class 19 contains 15573 members 
Mstep: Class 20 contains 9758 members 
Mstep: Class 21 contains 7748 members 
Mstep: Class 22 contains 9542 members 
Mstep: Class 23 contains 29757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15490313.000000 Penalty: 13180.710938
Iteration 4F: 23 clusters Score -1.549031e+07 nChanged 79381
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 33332 members 
Mstep: Class 3 contains 7459 members 
Mstep: Class 4 contains 9089 members 
Mstep: Class 5 contains 6325 members 
Mstep: Class 6 contains 67145 members 
Mstep: Class 8 contains 7736 members 
Mstep: Class 9 contains 130085 members 
Mstep: Class 10 contains 3677 members 
Mstep: Class 11 contains 1203 members 
Mstep: Class 12 contains 22936 members 
Mstep: Class 13 contains 14634 members 
Mstep: Class 14 contains 53221 members 
Mstep: Class 15 contains 916 members 
Mstep: Class 16 contains 57070 members 
Mstep: Class 17 contains 12626 members 
Mstep: Class 18 contains 2957 members 
Mstep: Class 19 contains 13260 members 
Mstep: Class 20 contains 7993 members 
Mstep: Class 21 contains 5174 members 
Mstep: Class 22 contains 8592 members 
Mstep: Class 23 contains 25129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 499.846832 but Gain 599.123047
Score: -15562279.000000 Penalty: 12581.587891
Iteration 5F: 22 clusters Score -1.556228e+07 nChanged 54331
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 34625 members 
Mstep: Class 2 contains 34102 members 
Mstep: Class 3 contains 7086 members 
Mstep: Class 4 contains 8839 members 
Mstep: Class 5 contains 4205 members 
Mstep: Class 6 contains 65844 members 
Mstep: Class 8 contains 5557 members 
Mstep: Class 9 contains 136918 members 
Mstep: Class 10 contains 2565 members 
Mstep: Class 11 contains 842 members 
Mstep: Class 12 contains 23825 members 
Mstep: Class 13 contains 14075 members 
Mstep: Class 14 contains 54072 members 
Mstep: Class 16 contains 63857 members 
Mstep: Class 17 contains 11838 members 
Mstep: Class 18 contains 2480 members 
Mstep: Class 19 contains 11330 members 
Mstep: Class 20 contains 6455 members 
Mstep: Class 21 contains 4397 members 
Mstep: Class 22 contains 7827 members 
Mstep: Class 23 contains 22293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15600481.000000 Penalty: 12581.587891
Iteration 6F: 22 clusters Score -1.560048e+07 nChanged 37021
Entering Unmasked Mstep 
Mstep: Class 0 contains 78 members 
Mstep: Class 1 contains 35885 members 
Mstep: Class 2 contains 33801 members 
Mstep: Class 3 contains 6771 members 
Mstep: Class 4 contains 8627 members 
Mstep: Class 5 contains 2905 members 
Mstep: Class 6 contains 64648 members 
Mstep: Class 8 contains 4802 members 
Mstep: Class 9 contains 140660 members 
Mstep: Class 10 contains 2057 members 
Mstep: Class 11 contains 628 members 
Mstep: Class 12 contains 24282 members 
Mstep: Class 13 contains 13167 members 
Mstep: Class 14 contains 53990 members 
Mstep: Class 16 contains 69462 members 
Mstep: Class 17 contains 11606 members 
Mstep: Class 18 contains 2556 members 
Mstep: Class 19 contains 9695 members 
Mstep: Class 20 contains 5313 members 
Mstep: Class 21 contains 4203 members 
Mstep: Class 22 contains 7228 members 
Mstep: Class 23 contains 20744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15622603.000000 Penalty: 12581.587891
Iteration 7F: 22 clusters Score -1.56226e+07 nChanged 28244
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 36773 members 
Mstep: Class 2 contains 32786 members 
Mstep: Class 3 contains 6523 members 
Mstep: Class 4 contains 8506 members 
Mstep: Class 5 contains 2084 members 
Mstep: Class 6 contains 63222 members 
Mstep: Class 8 contains 4595 members 
Mstep: Class 9 contains 143138 members 
Mstep: Class 10 contains 1699 members 
Mstep: Class 11 contains 529 members 
Mstep: Class 12 contains 24733 members 
Mstep: Class 13 contains 12199 members 
Mstep: Class 14 contains 53198 members 
Mstep: Class 16 contains 74571 members 
Mstep: Class 17 contains 11580 members 
Mstep: Class 18 contains 2707 members 
Mstep: Class 19 contains 8362 members 
Mstep: Class 20 contains 4532 members 
Mstep: Class 21 contains 4276 members 
Mstep: Class 22 contains 6811 members 
Mstep: Class 23 contains 20205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 589.613831 but Gain 599.123047
Score: -15637213.000000 Penalty: 11982.464844
Iteration 8F: 21 clusters Score -1.563721e+07 nChanged 23228
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 31391 members 
Mstep: Class 3 contains 6291 members 
Mstep: Class 4 contains 8450 members 
Mstep: Class 5 contains 1559 members 
Mstep: Class 6 contains 61667 members 
Mstep: Class 8 contains 4560 members 
Mstep: Class 9 contains 145106 members 
Mstep: Class 10 contains 1430 members 
Mstep: Class 12 contains 25229 members 
Mstep: Class 13 contains 11318 members 
Mstep: Class 14 contains 51976 members 
Mstep: Class 16 contains 79339 members 
Mstep: Class 17 contains 11590 members 
Mstep: Class 18 contains 2926 members 
Mstep: Class 19 contains 7261 members 
Mstep: Class 20 contains 4018 members 
Mstep: Class 21 contains 4461 members 
Mstep: Class 22 contains 6572 members 
Mstep: Class 23 contains 20397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15648756.000000 Penalty: 11982.464844
Iteration 9Q: 21 clusters Score -1.564876e+07 nChanged 19960
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 38124 members 
Mstep: Class 2 contains 29557 members 
Mstep: Class 3 contains 6046 members 
Mstep: Class 4 contains 8436 members 
Mstep: Class 5 contains 1194 members 
Mstep: Class 6 contains 59509 members 
Mstep: Class 8 contains 4615 members 
Mstep: Class 9 contains 146909 members 
Mstep: Class 10 contains 1195 members 
Mstep: Class 12 contains 25651 members 
Mstep: Class 13 contains 10697 members 
Mstep: Class 14 contains 50535 members 
Mstep: Class 16 contains 83937 members 
Mstep: Class 17 contains 11569 members 
Mstep: Class 18 contains 3046 members 
Mstep: Class 19 contains 6275 members 
Mstep: Class 20 contains 3599 members 
Mstep: Class 21 contains 4702 members 
Mstep: Class 22 contains 6507 members 
Mstep: Class 23 contains 20925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15658278.000000 Penalty: 11982.464844
Iteration 10Q: 21 clusters Score -1.565828e+07 nChanged 17622
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 38707 members 
Mstep: Class 2 contains 27514 members 
Mstep: Class 3 contains 5783 members 
Mstep: Class 4 contains 8452 members 
Mstep: Class 5 contains 959 members 
Mstep: Class 6 contains 57142 members 
Mstep: Class 8 contains 4730 members 
Mstep: Class 9 contains 148540 members 
Mstep: Class 10 contains 1023 members 
Mstep: Class 12 contains 26058 members 
Mstep: Class 13 contains 10508 members 
Mstep: Class 14 contains 48748 members 
Mstep: Class 16 contains 88412 members 
Mstep: Class 17 contains 11538 members 
Mstep: Class 18 contains 3171 members 
Mstep: Class 19 contains 5449 members 
Mstep: Class 20 contains 3280 members 
Mstep: Class 21 contains 4945 members 
Mstep: Class 22 contains 6507 members 
Mstep: Class 23 contains 21561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15666425.000000 Penalty: 11982.464844
Iteration 11Q: 21 clusters Score -1.566642e+07 nChanged 16002
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 25314 members 
Mstep: Class 3 contains 5540 members 
Mstep: Class 4 contains 8491 members 
Mstep: Class 5 contains 807 members 
Mstep: Class 6 contains 54641 members 
Mstep: Class 8 contains 4903 members 
Mstep: Class 9 contains 149992 members 
Mstep: Class 10 contains 908 members 
Mstep: Class 12 contains 26522 members 
Mstep: Class 13 contains 10788 members 
Mstep: Class 14 contains 46712 members 
Mstep: Class 16 contains 92657 members 
Mstep: Class 17 contains 11546 members 
Mstep: Class 18 contains 3294 members 
Mstep: Class 19 contains 4727 members 
Mstep: Class 20 contains 3066 members 
Mstep: Class 21 contains 5179 members 
Mstep: Class 22 contains 6534 members 
Mstep: Class 23 contains 22223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15673636.000000 Penalty: 11982.464844
Iteration 12Q: 21 clusters Score -1.567364e+07 nChanged 14995
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 23003 members 
Mstep: Class 3 contains 5297 members 
Mstep: Class 4 contains 8539 members 
Mstep: Class 5 contains 691 members 
Mstep: Class 6 contains 52062 members 
Mstep: Class 8 contains 5051 members 
Mstep: Class 9 contains 151435 members 
Mstep: Class 10 contains 811 members 
Mstep: Class 12 contains 26970 members 
Mstep: Class 13 contains 11427 members 
Mstep: Class 14 contains 44624 members 
Mstep: Class 16 contains 96760 members 
Mstep: Class 17 contains 11564 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 4086 members 
Mstep: Class 20 contains 2923 members 
Mstep: Class 21 contains 5383 members 
Mstep: Class 22 contains 6550 members 
Mstep: Class 23 contains 22819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15679800.000000 Penalty: 11982.464844
Iteration 13Q: 21 clusters Score -1.56798e+07 nChanged 13762
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 39962 members 
Mstep: Class 2 contains 20729 members 
Mstep: Class 3 contains 5089 members 
Mstep: Class 4 contains 8623 members 
Mstep: Class 5 contains 599 members 
Mstep: Class 6 contains 49455 members 
Mstep: Class 8 contains 5232 members 
Mstep: Class 9 contains 152797 members 
Mstep: Class 10 contains 715 members 
Mstep: Class 12 contains 27381 members 
Mstep: Class 13 contains 12164 members 
Mstep: Class 14 contains 42504 members 
Mstep: Class 16 contains 100588 members 
Mstep: Class 17 contains 11717 members 
Mstep: Class 18 contains 3553 members 
Mstep: Class 19 contains 3549 members 
Mstep: Class 20 contains 2790 members 
Mstep: Class 21 contains 5544 members 
Mstep: Class 22 contains 6588 members 
Mstep: Class 23 contains 23446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15684858.000000 Penalty: 11982.464844
Iteration 14Q: 21 clusters Score -1.568486e+07 nChanged 12530
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 18587 members 
Mstep: Class 3 contains 4910 members 
Mstep: Class 4 contains 8701 members 
Mstep: Class 5 contains 536 members 
Mstep: Class 6 contains 46932 members 
Mstep: Class 8 contains 5437 members 
Mstep: Class 9 contains 153963 members 
Mstep: Class 10 contains 658 members 
Mstep: Class 12 contains 27834 members 
Mstep: Class 13 contains 12842 members 
Mstep: Class 14 contains 40388 members 
Mstep: Class 16 contains 104105 members 
Mstep: Class 17 contains 11951 members 
Mstep: Class 18 contains 3648 members 
Mstep: Class 19 contains 3182 members 
Mstep: Class 20 contains 2676 members 
Mstep: Class 21 contains 5682 members 
Mstep: Class 22 contains 6664 members 
Mstep: Class 23 contains 24118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15689262.000000 Penalty: 11982.464844
Iteration 15Q: 21 clusters Score -1.568926e+07 nChanged 11527
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 16570 members 
Mstep: Class 3 contains 4732 members 
Mstep: Class 4 contains 8807 members 
Mstep: Class 5 contains 503 members 
Mstep: Class 6 contains 44598 members 
Mstep: Class 8 contains 5630 members 
Mstep: Class 9 contains 154889 members 
Mstep: Class 10 contains 600 members 
Mstep: Class 12 contains 28238 members 
Mstep: Class 13 contains 13515 members 
Mstep: Class 14 contains 38314 members 
Mstep: Class 16 contains 107397 members 
Mstep: Class 17 contains 12291 members 
Mstep: Class 18 contains 3752 members 
Mstep: Class 19 contains 2890 members 
Mstep: Class 20 contains 2578 members 
Mstep: Class 21 contains 5790 members 
Mstep: Class 22 contains 6755 members 
Mstep: Class 23 contains 24804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15693320.000000 Penalty: 11982.464844
Iteration 16Q: 21 clusters Score -1.569332e+07 nChanged 10368
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 14762 members 
Mstep: Class 3 contains 4564 members 
Mstep: Class 4 contains 8895 members 
Mstep: Class 5 contains 478 members 
Mstep: Class 6 contains 42417 members 
Mstep: Class 8 contains 5857 members 
Mstep: Class 9 contains 155558 members 
Mstep: Class 10 contains 583 members 
Mstep: Class 12 contains 28631 members 
Mstep: Class 13 contains 14101 members 
Mstep: Class 14 contains 36246 members 
Mstep: Class 16 contains 110450 members 
Mstep: Class 17 contains 12678 members 
Mstep: Class 18 contains 3855 members 
Mstep: Class 19 contains 2644 members 
Mstep: Class 20 contains 2484 members 
Mstep: Class 21 contains 5896 members 
Mstep: Class 22 contains 6856 members 
Mstep: Class 23 contains 25523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15696749.000000 Penalty: 11982.464844
Iteration 17Q: 21 clusters Score -1.569675e+07 nChanged 9557
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 40764 members 
Mstep: Class 2 contains 13052 members 
Mstep: Class 3 contains 4420 members 
Mstep: Class 4 contains 8994 members 
Mstep: Class 5 contains 464 members 
Mstep: Class 6 contains 40398 members 
Mstep: Class 8 contains 6025 members 
Mstep: Class 9 contains 156096 members 
Mstep: Class 10 contains 570 members 
Mstep: Class 12 contains 28948 members 
Mstep: Class 13 contains 14621 members 
Mstep: Class 14 contains 34271 members 
Mstep: Class 16 contains 113420 members 
Mstep: Class 17 contains 13047 members 
Mstep: Class 18 contains 3942 members 
Mstep: Class 19 contains 2436 members 
Mstep: Class 20 contains 2423 members 
Mstep: Class 21 contains 6005 members 
Mstep: Class 22 contains 6973 members 
Mstep: Class 23 contains 26153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15699565.000000 Penalty: 11982.464844
Iteration 18Q: 21 clusters Score -1.569956e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 40988 members 
Mstep: Class 2 contains 11470 members 
Mstep: Class 3 contains 4260 members 
Mstep: Class 4 contains 9119 members 
Mstep: Class 5 contains 450 members 
Mstep: Class 6 contains 38613 members 
Mstep: Class 8 contains 6179 members 
Mstep: Class 9 contains 156508 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 12 contains 29255 members 
Mstep: Class 13 contains 15018 members 
Mstep: Class 14 contains 32420 members 
Mstep: Class 16 contains 116238 members 
Mstep: Class 17 contains 13357 members 
Mstep: Class 18 contains 4050 members 
Mstep: Class 19 contains 2239 members 
Mstep: Class 20 contains 2363 members 
Mstep: Class 21 contains 6084 members 
Mstep: Class 22 contains 7070 members 
Mstep: Class 23 contains 26771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15702194.000000 Penalty: 11982.464844
Iteration 19Q: 21 clusters Score -1.570219e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 10097 members 
Mstep: Class 3 contains 4122 members 
Mstep: Class 4 contains 9206 members 
Mstep: Class 5 contains 452 members 
Mstep: Class 6 contains 37130 members 
Mstep: Class 8 contains 6336 members 
Mstep: Class 9 contains 156863 members 
Mstep: Class 10 contains 574 members 
Mstep: Class 12 contains 29492 members 
Mstep: Class 13 contains 15370 members 
Mstep: Class 14 contains 30638 members 
Mstep: Class 16 contains 118800 members 
Mstep: Class 17 contains 13642 members 
Mstep: Class 18 contains 4164 members 
Mstep: Class 19 contains 2089 members 
Mstep: Class 20 contains 2307 members 
Mstep: Class 21 contains 6131 members 
Mstep: Class 22 contains 7125 members 
Mstep: Class 23 contains 27285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15704600.000000 Penalty: 11982.464844
Iteration 20F: 21 clusters Score -1.57046e+07 nChanged 7118
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 8893 members 
Mstep: Class 3 contains 3999 members 
Mstep: Class 4 contains 9263 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 35793 members 
Mstep: Class 8 contains 6485 members 
Mstep: Class 9 contains 157099 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 12 contains 29724 members 
Mstep: Class 13 contains 15748 members 
Mstep: Class 14 contains 28843 members 
Mstep: Class 16 contains 121088 members 
Mstep: Class 17 contains 13943 members 
Mstep: Class 18 contains 4251 members 
Mstep: Class 19 contains 1969 members 
Mstep: Class 20 contains 2284 members 
Mstep: Class 21 contains 6178 members 
Mstep: Class 22 contains 7150 members 
Mstep: Class 23 contains 27905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15706540.000000 Penalty: 11982.464844
Iteration 21Q: 21 clusters Score -1.570654e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 7880 members 
Mstep: Class 3 contains 3892 members 
Mstep: Class 4 contains 9302 members 
Mstep: Class 5 contains 463 members 
Mstep: Class 6 contains 34628 members 
Mstep: Class 8 contains 6623 members 
Mstep: Class 9 contains 157283 members 
Mstep: Class 10 contains 568 members 
Mstep: Class 12 contains 29925 members 
Mstep: Class 13 contains 16085 members 
Mstep: Class 14 contains 27144 members 
Mstep: Class 16 contains 123205 members 
Mstep: Class 17 contains 14206 members 
Mstep: Class 18 contains 4318 members 
Mstep: Class 19 contains 1838 members 
Mstep: Class 20 contains 2245 members 
Mstep: Class 21 contains 6214 members 
Mstep: Class 22 contains 7213 members 
Mstep: Class 23 contains 28477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15708316.000000 Penalty: 11982.464844
Iteration 22Q: 21 clusters Score -1.570832e+07 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 7030 members 
Mstep: Class 3 contains 3796 members 
Mstep: Class 4 contains 9357 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 33573 members 
Mstep: Class 8 contains 6731 members 
Mstep: Class 9 contains 157392 members 
Mstep: Class 10 contains 577 members 
Mstep: Class 12 contains 30105 members 
Mstep: Class 13 contains 16349 members 
Mstep: Class 14 contains 25516 members 
Mstep: Class 16 contains 125135 members 
Mstep: Class 17 contains 14453 members 
Mstep: Class 18 contains 4373 members 
Mstep: Class 19 contains 1718 members 
Mstep: Class 20 contains 2221 members 
Mstep: Class 21 contains 6231 members 
Mstep: Class 22 contains 7256 members 
Mstep: Class 23 contains 29107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15709872.000000 Penalty: 11982.464844
Iteration 23Q: 21 clusters Score -1.570987e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 6288 members 
Mstep: Class 3 contains 3704 members 
Mstep: Class 4 contains 9391 members 
Mstep: Class 5 contains 484 members 
Mstep: Class 6 contains 32580 members 
Mstep: Class 8 contains 6799 members 
Mstep: Class 9 contains 157421 members 
Mstep: Class 10 contains 579 members 
Mstep: Class 12 contains 30260 members 
Mstep: Class 13 contains 16586 members 
Mstep: Class 14 contains 24023 members 
Mstep: Class 16 contains 126970 members 
Mstep: Class 17 contains 14717 members 
Mstep: Class 18 contains 4408 members 
Mstep: Class 19 contains 1622 members 
Mstep: Class 20 contains 2197 members 
Mstep: Class 21 contains 6275 members 
Mstep: Class 22 contains 7286 members 
Mstep: Class 23 contains 29682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15711279.000000 Penalty: 11982.464844
Iteration 24Q: 21 clusters Score -1.571128e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 41839 members 
Mstep: Class 2 contains 5666 members 
Mstep: Class 3 contains 3617 members 
Mstep: Class 4 contains 9379 members 
Mstep: Class 5 contains 493 members 
Mstep: Class 6 contains 31710 members 
Mstep: Class 8 contains 6865 members 
Mstep: Class 9 contains 157418 members 
Mstep: Class 10 contains 571 members 
Mstep: Class 12 contains 30405 members 
Mstep: Class 13 contains 16780 members 
Mstep: Class 14 contains 22698 members 
Mstep: Class 16 contains 128619 members 
Mstep: Class 17 contains 14960 members 
Mstep: Class 18 contains 4458 members 
Mstep: Class 19 contains 1531 members 
Mstep: Class 20 contains 2168 members 
Mstep: Class 21 contains 6323 members 
Mstep: Class 22 contains 7330 members 
Mstep: Class 23 contains 30197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15712473.000000 Penalty: 11982.464844
Iteration 25Q: 21 clusters Score -1.571247e+07 nChanged 4593
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 5123 members 
Mstep: Class 3 contains 3544 members 
Mstep: Class 4 contains 9357 members 
Mstep: Class 5 contains 500 members 
Mstep: Class 6 contains 30965 members 
Mstep: Class 8 contains 6935 members 
Mstep: Class 9 contains 157355 members 
Mstep: Class 10 contains 560 members 
Mstep: Class 12 contains 30549 members 
Mstep: Class 13 contains 16981 members 
Mstep: Class 14 contains 21507 members 
Mstep: Class 16 contains 130038 members 
Mstep: Class 17 contains 15209 members 
Mstep: Class 18 contains 4535 members 
Mstep: Class 19 contains 1447 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 6367 members 
Mstep: Class 22 contains 7383 members 
Mstep: Class 23 contains 30646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15713413.000000 Penalty: 11982.464844
Iteration 26Q: 21 clusters Score -1.571341e+07 nChanged 4143
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 4662 members 
Mstep: Class 3 contains 3480 members 
Mstep: Class 4 contains 9332 members 
Mstep: Class 5 contains 502 members 
Mstep: Class 6 contains 30340 members 
Mstep: Class 8 contains 6972 members 
Mstep: Class 9 contains 157319 members 
Mstep: Class 10 contains 552 members 
Mstep: Class 12 contains 30688 members 
Mstep: Class 13 contains 17150 members 
Mstep: Class 14 contains 20467 members 
Mstep: Class 16 contains 131242 members 
Mstep: Class 17 contains 15412 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 1361 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 6373 members 
Mstep: Class 22 contains 7408 members 
Mstep: Class 23 contains 31095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15714224.000000 Penalty: 11982.464844
Iteration 27Q: 21 clusters Score -1.571422e+07 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 4286 members 
Mstep: Class 3 contains 3417 members 
Mstep: Class 4 contains 9318 members 
Mstep: Class 5 contains 517 members 
Mstep: Class 6 contains 29739 members 
Mstep: Class 8 contains 7020 members 
Mstep: Class 9 contains 157276 members 
Mstep: Class 10 contains 545 members 
Mstep: Class 12 contains 30800 members 
Mstep: Class 13 contains 17267 members 
Mstep: Class 14 contains 19537 members 
Mstep: Class 16 contains 132306 members 
Mstep: Class 17 contains 15605 members 
Mstep: Class 18 contains 4712 members 
Mstep: Class 19 contains 1263 members 
Mstep: Class 20 contains 2097 members 
Mstep: Class 21 contains 6371 members 
Mstep: Class 22 contains 7448 members 
Mstep: Class 23 contains 31515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15714911.000000 Penalty: 11982.464844
Iteration 28Q: 21 clusters Score -1.571491e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 3965 members 
Mstep: Class 3 contains 3350 members 
Mstep: Class 4 contains 9290 members 
Mstep: Class 5 contains 520 members 
Mstep: Class 6 contains 29231 members 
Mstep: Class 8 contains 7057 members 
Mstep: Class 9 contains 157193 members 
Mstep: Class 10 contains 536 members 
Mstep: Class 12 contains 30909 members 
Mstep: Class 13 contains 17354 members 
Mstep: Class 14 contains 18721 members 
Mstep: Class 16 contains 133237 members 
Mstep: Class 17 contains 15769 members 
Mstep: Class 18 contains 4794 members 
Mstep: Class 19 contains 1190 members 
Mstep: Class 20 contains 2094 members 
Mstep: Class 21 contains 6412 members 
Mstep: Class 22 contains 7462 members 
Mstep: Class 23 contains 31872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15715481.000000 Penalty: 11982.464844
Iteration 29Q: 21 clusters Score -1.571548e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 3683 members 
Mstep: Class 3 contains 3297 members 
Mstep: Class 4 contains 9272 members 
Mstep: Class 5 contains 528 members 
Mstep: Class 6 contains 28765 members 
Mstep: Class 8 contains 7084 members 
Mstep: Class 9 contains 157092 members 
Mstep: Class 10 contains 531 members 
Mstep: Class 12 contains 31007 members 
Mstep: Class 13 contains 17423 members 
Mstep: Class 14 contains 18003 members 
Mstep: Class 16 contains 134101 members 
Mstep: Class 17 contains 15926 members 
Mstep: Class 18 contains 4880 members 
Mstep: Class 19 contains 1113 members 
Mstep: Class 20 contains 2089 members 
Mstep: Class 21 contains 6427 members 
Mstep: Class 22 contains 7478 members 
Mstep: Class 23 contains 32192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15715974.000000 Penalty: 11982.464844
Iteration 30Q: 21 clusters Score -1.571597e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 42180 members 
Mstep: Class 2 contains 3457 members 
Mstep: Class 3 contains 3245 members 
Mstep: Class 4 contains 9273 members 
Mstep: Class 5 contains 535 members 
Mstep: Class 6 contains 28394 members 
Mstep: Class 8 contains 7112 members 
Mstep: Class 9 contains 156971 members 
Mstep: Class 10 contains 523 members 
Mstep: Class 12 contains 31079 members 
Mstep: Class 13 contains 17507 members 
Mstep: Class 14 contains 17372 members 
Mstep: Class 16 contains 134808 members 
Mstep: Class 17 contains 16071 members 
Mstep: Class 18 contains 4946 members 
Mstep: Class 19 contains 1031 members 
Mstep: Class 20 contains 2093 members 
Mstep: Class 21 contains 6465 members 
Mstep: Class 22 contains 7493 members 
Mstep: Class 23 contains 32471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15716385.000000 Penalty: 11982.464844
Iteration 31Q: 21 clusters Score -1.571638e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 3267 members 
Mstep: Class 3 contains 3209 members 
Mstep: Class 4 contains 9258 members 
Mstep: Class 5 contains 540 members 
Mstep: Class 6 contains 28082 members 
Mstep: Class 8 contains 7134 members 
Mstep: Class 9 contains 156860 members 
Mstep: Class 10 contains 513 members 
Mstep: Class 12 contains 31115 members 
Mstep: Class 13 contains 17608 members 
Mstep: Class 14 contains 16817 members 
Mstep: Class 16 contains 135459 members 
Mstep: Class 17 contains 16207 members 
Mstep: Class 18 contains 5005 members 
Mstep: Class 19 contains 970 members 
Mstep: Class 20 contains 2095 members 
Mstep: Class 21 contains 6487 members 
Mstep: Class 22 contains 7504 members 
Mstep: Class 23 contains 32691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15716751.000000 Penalty: 11982.464844
Iteration 32Q: 21 clusters Score -1.571675e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 3091 members 
Mstep: Class 3 contains 3168 members 
Mstep: Class 4 contains 9247 members 
Mstep: Class 5 contains 545 members 
Mstep: Class 6 contains 27801 members 
Mstep: Class 8 contains 7172 members 
Mstep: Class 9 contains 156772 members 
Mstep: Class 10 contains 502 members 
Mstep: Class 12 contains 31150 members 
Mstep: Class 13 contains 17699 members 
Mstep: Class 14 contains 16296 members 
Mstep: Class 16 contains 136020 members 
Mstep: Class 17 contains 16329 members 
Mstep: Class 18 contains 5071 members 
Mstep: Class 19 contains 927 members 
Mstep: Class 20 contains 2094 members 
Mstep: Class 21 contains 6518 members 
Mstep: Class 22 contains 7525 members 
Mstep: Class 23 contains 32858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15717070.000000 Penalty: 11982.464844
Iteration 33Q: 21 clusters Score -1.571707e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 42270 members 
Mstep: Class 2 contains 2958 members 
Mstep: Class 3 contains 3131 members 
Mstep: Class 4 contains 9248 members 
Mstep: Class 5 contains 555 members 
Mstep: Class 6 contains 27553 members 
Mstep: Class 8 contains 7197 members 
Mstep: Class 9 contains 156681 members 
Mstep: Class 10 contains 496 members 
Mstep: Class 12 contains 31174 members 
Mstep: Class 13 contains 17758 members 
Mstep: Class 14 contains 15890 members 
Mstep: Class 16 contains 136481 members 
Mstep: Class 17 contains 16447 members 
Mstep: Class 18 contains 5117 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 2095 members 
Mstep: Class 21 contains 6528 members 
Mstep: Class 22 contains 7532 members 
Mstep: Class 23 contains 33028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15717263.000000 Penalty: 11982.464844
Iteration 34Q: 21 clusters Score -1.571726e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 2821 members 
Mstep: Class 3 contains 3096 members 
Mstep: Class 4 contains 9241 members 
Mstep: Class 5 contains 563 members 
Mstep: Class 6 contains 27331 members 
Mstep: Class 8 contains 7237 members 
Mstep: Class 9 contains 156583 members 
Mstep: Class 10 contains 493 members 
Mstep: Class 12 contains 31205 members 
Mstep: Class 13 contains 17826 members 
Mstep: Class 14 contains 15506 members 
Mstep: Class 16 contains 136879 members 
Mstep: Class 17 contains 16575 members 
Mstep: Class 18 contains 5183 members 
Mstep: Class 19 contains 857 members 
Mstep: Class 20 contains 2092 members 
Mstep: Class 21 contains 6539 members 
Mstep: Class 22 contains 7534 members 
Mstep: Class 23 contains 33180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15717487.000000 Penalty: 11982.464844
Iteration 35Q: 21 clusters Score -1.571749e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 2703 members 
Mstep: Class 3 contains 3061 members 
Mstep: Class 4 contains 9229 members 
Mstep: Class 5 contains 567 members 
Mstep: Class 6 contains 27102 members 
Mstep: Class 8 contains 7279 members 
Mstep: Class 9 contains 156504 members 
Mstep: Class 10 contains 489 members 
Mstep: Class 12 contains 31236 members 
Mstep: Class 13 contains 17874 members 
Mstep: Class 14 contains 15156 members 
Mstep: Class 16 contains 137235 members 
Mstep: Class 17 contains 16686 members 
Mstep: Class 18 contains 5222 members 
Mstep: Class 19 contains 830 members 
Mstep: Class 20 contains 2095 members 
Mstep: Class 21 contains 6548 members 
Mstep: Class 22 contains 7552 members 
Mstep: Class 23 contains 33350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15717697.000000 Penalty: 11982.464844
Iteration 36Q: 21 clusters Score -1.57177e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 42320 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 3036 members 
Mstep: Class 4 contains 9202 members 
Mstep: Class 5 contains 571 members 
Mstep: Class 6 contains 26905 members 
Mstep: Class 8 contains 7316 members 
Mstep: Class 9 contains 156437 members 
Mstep: Class 10 contains 482 members 
Mstep: Class 12 contains 31274 members 
Mstep: Class 13 contains 17928 members 
Mstep: Class 14 contains 14825 members 
Mstep: Class 16 contains 137559 members 
Mstep: Class 17 contains 16763 members 
Mstep: Class 18 contains 5274 members 
Mstep: Class 19 contains 805 members 
Mstep: Class 20 contains 2100 members 
Mstep: Class 21 contains 6570 members 
Mstep: Class 22 contains 7572 members 
Mstep: Class 23 contains 33500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15717890.000000 Penalty: 11982.464844
Iteration 37Q: 21 clusters Score -1.571789e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 2496 members 
Mstep: Class 3 contains 3014 members 
Mstep: Class 4 contains 9176 members 
Mstep: Class 5 contains 574 members 
Mstep: Class 6 contains 26723 members 
Mstep: Class 8 contains 7359 members 
Mstep: Class 9 contains 156395 members 
Mstep: Class 10 contains 476 members 
Mstep: Class 12 contains 31309 members 
Mstep: Class 13 contains 17981 members 
Mstep: Class 14 contains 14527 members 
Mstep: Class 16 contains 137840 members 
Mstep: Class 17 contains 16849 members 
Mstep: Class 18 contains 5307 members 
Mstep: Class 19 contains 773 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 6592 members 
Mstep: Class 22 contains 7579 members 
Mstep: Class 23 contains 33629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15718109.000000 Penalty: 11982.464844
Iteration 38Q: 21 clusters Score -1.571811e+07 nChanged 1321
Entering ConstructFrom: 
Score: -15718109.000000 Penalty: 11982.464844
Entering ConstructFrom: 
Trying to split cluster 1 (42331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Entering Unmasked Estep 
Score: -1349676.750000 Penalty: 484.723999
	Iteration 0F: 2 clusters Score -1349677 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21132 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -1321389.375000 Penalty: 969.447998
	Iteration 0F: 3 clusters Score -1321389 nChanged 20355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -1334186.125000 Penalty: 969.447998
	Iteration 1F: 3 clusters Score -1334186 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -1335176.375000 Penalty: 969.447998
	Iteration 2F: 3 clusters Score -1335176 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -1336308.625000 Penalty: 969.447998
	Iteration 3F: 3 clusters Score -1336309 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19848 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -1337707.250000 Penalty: 969.447998
	Iteration 4F: 3 clusters Score -1337707 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -1339409.750000 Penalty: 969.447998
	Iteration 5F: 3 clusters Score -1339410 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -1341069.625000 Penalty: 969.447998
	Iteration 6F: 3 clusters Score -1341070 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 23263 members 
Entering Unmasked Estep 
Score: -1342446.000000 Penalty: 969.447998
	Iteration 7F: 3 clusters Score -1342446 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -1343435.000000 Penalty: 969.447998
	Iteration 8Q: 3 clusters Score -1343435 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -1344093.750000 Penalty: 969.447998
	Iteration 9Q: 3 clusters Score -1344094 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -1344517.250000 Penalty: 969.447998
	Iteration 10Q: 3 clusters Score -1344517 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 23293 members 
Entering Unmasked Estep 
Score: -1344820.000000 Penalty: 969.447998
	Iteration 11Q: 3 clusters Score -1344820 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19219 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -1345082.875000 Penalty: 969.447998
	Iteration 12Q: 3 clusters Score -1345083 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -1345323.125000 Penalty: 969.447998
	Iteration 13Q: 3 clusters Score -1345323 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -1345517.500000 Penalty: 969.447998
	Iteration 14Q: 3 clusters Score -1345518 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -1345708.750000 Penalty: 969.447998
	Iteration 15Q: 3 clusters Score -1345709 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -1345881.625000 Penalty: 969.447998
	Iteration 16Q: 3 clusters Score -1345882 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 21738 members 
Entering Unmasked Estep 
Score: -1346054.875000 Penalty: 969.447998
	Iteration 17Q: 3 clusters Score -1346055 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -1346204.125000 Penalty: 969.447998
	Iteration 18Q: 3 clusters Score -1346204 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -1346346.125000 Penalty: 969.447998
	Iteration 19Q: 3 clusters Score -1346346 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -1346458.875000 Penalty: 969.447998
	Iteration 20F: 3 clusters Score -1346459 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -1346531.875000 Penalty: 969.447998
	Iteration 21Q: 3 clusters Score -1346532 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -1346593.000000 Penalty: 969.447998
	Iteration 22Q: 3 clusters Score -1346593 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 20044 members 
Entering Unmasked Estep 
Score: -1346650.250000 Penalty: 969.447998
	Iteration 23Q: 3 clusters Score -1346650 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -1346711.625000 Penalty: 969.447998
	Iteration 24Q: 3 clusters Score -1346712 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22825 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -1346768.500000 Penalty: 969.447998
	Iteration 25Q: 3 clusters Score -1346768 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -1346825.500000 Penalty: 969.447998
	Iteration 26Q: 3 clusters Score -1346826 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -1346866.625000 Penalty: 969.447998
	Iteration 27Q: 3 clusters Score -1346867 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -1346895.500000 Penalty: 969.447998
	Iteration 28Q: 3 clusters Score -1346896 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -1346928.875000 Penalty: 969.447998
	Iteration 29Q: 3 clusters Score -1346929 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -1346961.875000 Penalty: 969.447998
	Iteration 30Q: 3 clusters Score -1346962 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -1346984.125000 Penalty: 969.447998
	Iteration 31Q: 3 clusters Score -1346984 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24393 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -1347012.250000 Penalty: 969.447998
	Iteration 32Q: 3 clusters Score -1347012 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -1347038.000000 Penalty: 969.447998
	Iteration 33Q: 3 clusters Score -1347038 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -1347064.625000 Penalty: 969.447998
	Iteration 34Q: 3 clusters Score -1347065 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -1347084.750000 Penalty: 969.447998
	Iteration 35Q: 3 clusters Score -1347085 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25223 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -1347103.625000 Penalty: 969.447998
	Iteration 36Q: 3 clusters Score -1347104 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25455 members 
Mstep: Class 2 contains 16876 members 
Entering Unmasked Estep 
Score: -1347141.875000 Penalty: 969.447998
	Iteration 37Q: 3 clusters Score -1347142 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1347178.000000 Penalty: 969.447998
	Iteration 38Q: 3 clusters Score -1347178 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 16364 members 
Entering Unmasked Estep 
Score: -1347218.125000 Penalty: 969.447998
	Iteration 39Q: 3 clusters Score -1347218 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -1347258.250000 Penalty: 969.447998
	Iteration 40F: 3 clusters Score -1347258 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -1347304.250000 Penalty: 969.447998
	Iteration 41Q: 3 clusters Score -1347304 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 15536 members 
Entering Unmasked Estep 
Score: -1347353.875000 Penalty: 969.447998
	Iteration 42Q: 3 clusters Score -1347354 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27079 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -1347399.875000 Penalty: 969.447998
	Iteration 43Q: 3 clusters Score -1347400 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27355 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1347440.375000 Penalty: 969.447998
	Iteration 44Q: 3 clusters Score -1347440 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -1347474.375000 Penalty: 969.447998
	Iteration 45Q: 3 clusters Score -1347474 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1347509.500000 Penalty: 969.447998
	Iteration 46Q: 3 clusters Score -1347510 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1347549.125000 Penalty: 969.447998
	Iteration 47Q: 3 clusters Score -1347549 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -1347591.125000 Penalty: 969.447998
	Iteration 48Q: 3 clusters Score -1347591 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1347632.625000 Penalty: 969.447998
	Iteration 49Q: 3 clusters Score -1347633 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1347669.875000 Penalty: 969.447998
	Iteration 50Q: 3 clusters Score -1347670 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29197 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1347727.500000 Penalty: 969.447998
	Iteration 51Q: 3 clusters Score -1347728 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1347763.375000 Penalty: 969.447998
	Iteration 52Q: 3 clusters Score -1347763 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 12606 members 
Entering Unmasked Estep 
Score: -1347800.375000 Penalty: 969.447998
	Iteration 53Q: 3 clusters Score -1347800 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -1347834.375000 Penalty: 969.447998
	Iteration 54Q: 3 clusters Score -1347834 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -1347860.500000 Penalty: 969.447998
	Iteration 55Q: 3 clusters Score -1347860 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30384 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1347891.250000 Penalty: 969.447998
	Iteration 56Q: 3 clusters Score -1347891 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 11760 members 
Entering Unmasked Estep 
Score: -1347912.125000 Penalty: 969.447998
	Iteration 57Q: 3 clusters Score -1347912 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30748 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -1347928.875000 Penalty: 969.447998
	Iteration 58Q: 3 clusters Score -1347929 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30918 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1347945.875000 Penalty: 969.447998
	Iteration 59Q: 3 clusters Score -1347946 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -1347963.875000 Penalty: 969.447998
	Iteration 60F: 3 clusters Score -1347964 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31198 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -1347976.750000 Penalty: 969.447998
	Iteration 61Q: 3 clusters Score -1347977 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -1347986.250000 Penalty: 969.447998
	Iteration 62Q: 3 clusters Score -1347986 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -1347991.375000 Penalty: 969.447998
	Iteration 63Q: 3 clusters Score -1347991 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1348001.750000 Penalty: 969.447998
	Iteration 64Q: 3 clusters Score -1348002 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31671 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -1348006.500000 Penalty: 969.447998
	Iteration 65Q: 3 clusters Score -1348006 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1348019.625000 Penalty: 969.447998
	Iteration 66Q: 3 clusters Score -1348020 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1348033.750000 Penalty: 969.447998
	Iteration 67Q: 3 clusters Score -1348034 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32015 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1348046.125000 Penalty: 969.447998
	Iteration 68Q: 3 clusters Score -1348046 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -1348049.250000 Penalty: 969.447998
	Iteration 69Q: 3 clusters Score -1348049 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -1348061 nChanged 124
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -1348073 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32509 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -1348082 nChanged 121
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Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1348090 nChanged 124
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Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1348093 nChanged 108
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Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -1348101 nChanged 110
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Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -1348116 nChanged 94
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Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -1348130 nChanged 93
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Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1348133 nChanged 78
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Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -1348137 nChanged 80
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Mstep: Class 1 contains 33315 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -1348139.625000 Penalty: 969.447998
	Iteration 80F: 3 clusters Score -1348140 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33399 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1348149 nChanged 92
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Mstep: Class 1 contains 33491 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1348162 nChanged 99
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Mstep: Class 1 contains 33590 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1348171 nChanged 92
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Mstep: Class 1 contains 33680 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1348172 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33770 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1348185 nChanged 93
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1348192 nChanged 74
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Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1348201 nChanged 79
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Mstep: Class 1 contains 34016 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1348201 nChanged 72
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Mstep: Class 1 contains 34088 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1348202 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1348210 nChanged 71
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Mstep: Class 1 contains 34240 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -1348212 nChanged 67
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Mstep: Class 1 contains 34307 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -1348219 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34363 members 
Mstep: Class 2 contains 7968 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1348222 nChanged 68
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Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -1348228 nChanged 63
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Mstep: Class 1 contains 34494 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -1348234 nChanged 61
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Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1348237 nChanged 62
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Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1348243 nChanged 63
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Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -1348252 nChanged 69
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Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1348258 nChanged 67
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Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1348264 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1348269 nChanged 62
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Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -1348273 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34981 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -1348276 nChanged 69
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Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -1348279 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1348290 nChanged 59
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Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1348290 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1348301 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35265 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1348307 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35316 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -1348304 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35381 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -1348306 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -1348322 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35538 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -1348330 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1348332 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -1348339 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1348346 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35779 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -1348350 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -1348355 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -1348357 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1348365 nChanged 80
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Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1348368 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1348375 nChanged 60
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Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -1348376 nChanged 66
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Mstep: Class 1 contains 36229 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -1348379 nChanged 72
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Mstep: Class 1 contains 36295 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -1348388 nChanged 77
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Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -1348394 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1348404 nChanged 82
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Mstep: Class 1 contains 36508 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1348408 nChanged 84
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Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1348413.000000 Penalty: 969.447998
	Iteration 128Q: 3 clusters Score -1348413 nChanged 78
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Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1348420 nChanged 64
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Mstep: Class 1 contains 36718 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1348432 nChanged 71
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Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1348433 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1348444.625000 Penalty: 969.447998
	Iteration 132Q: 3 clusters Score -1348445 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36938 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1348453.250000 Penalty: 969.447998
	Iteration 133Q: 3 clusters Score -1348453 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37018 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1348466 nChanged 90
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Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -1348476 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -1348486 nChanged 110
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Mstep: Class 1 contains 37293 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1348503 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1348520 nChanged 113
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Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1348530 nChanged 93
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Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -1348546 nChanged 104
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Mstep: Class 1 contains 37655 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -1348561 nChanged 109
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Mstep: Class 1 contains 37760 members 
Mstep: Class 2 contains 4571 members 
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	Iteration 142Q: 3 clusters Score -1348580 nChanged 107
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Mstep: Class 1 contains 37857 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -1348599 nChanged 108
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Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1348623 nChanged 126
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Mstep: Class 1 contains 38073 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1348643.875000 Penalty: 969.447998
	Iteration 145Q: 3 clusters Score -1348644 nChanged 127
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Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -1348660 nChanged 112
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1348678 nChanged 107
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Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1348701 nChanged 128
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	Iteration 149Q: 3 clusters Score -1348719 nChanged 139
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	Iteration 150Q: 3 clusters Score -1348748 nChanged 134
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	Iteration 151Q: 3 clusters Score -1348777 nChanged 128
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Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -1348801 nChanged 131
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Mstep: Class 1 contains 39059 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -1348832 nChanged 135
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Mstep: Class 1 contains 39186 members 
Mstep: Class 2 contains 3145 members 
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	Iteration 154Q: 3 clusters Score -1348858 nChanged 126
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	Iteration 155Q: 3 clusters Score -1348896 nChanged 129
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	Iteration 156Q: 3 clusters Score -1348922 nChanged 131
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Mstep: Class 2 contains 2775 members 
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	Iteration 157Q: 3 clusters Score -1348962 nChanged 134
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Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1348998 nChanged 134
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Mstep: Class 1 contains 39810 members 
Mstep: Class 2 contains 2521 members 
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	Iteration 159Q: 3 clusters Score -1349032 nChanged 126
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Mstep: Class 2 contains 2399 members 
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	Iteration 160F: 3 clusters Score -1349065 nChanged 115
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	Iteration 161Q: 3 clusters Score -1349095 nChanged 129
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Mstep: Class 2 contains 2175 members 
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	Iteration 162Q: 3 clusters Score -1349133 nChanged 125
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	Iteration 163Q: 3 clusters Score -1349178 nChanged 113
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Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1349216.500000 Penalty: 969.447998
	Iteration 164Q: 3 clusters Score -1349216 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40488 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1349263.500000 Penalty: 969.447998
	Iteration 165Q: 3 clusters Score -1349264 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1349297.625000 Penalty: 969.447998
	Iteration 166Q: 3 clusters Score -1349298 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -1349329.625000 Penalty: 969.447998
	Iteration 167Q: 3 clusters Score -1349330 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1349353.875000 Penalty: 969.447998
	Iteration 168Q: 3 clusters Score -1349354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40800 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1349380.250000 Penalty: 969.447998
	Iteration 169Q: 3 clusters Score -1349380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40853 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1349396.250000 Penalty: 969.447998
	Iteration 170Q: 3 clusters Score -1349396 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40904 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1349414.250000 Penalty: 969.447998
	Iteration 171Q: 3 clusters Score -1349414 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40951 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1349427.500000 Penalty: 969.447998
	Iteration 172Q: 3 clusters Score -1349428 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41006 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1349447.500000 Penalty: 969.447998
	Iteration 173Q: 3 clusters Score -1349448 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1349457.000000 Penalty: 969.447998
	Iteration 174Q: 3 clusters Score -1349457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1349466.875000 Penalty: 969.447998
	Iteration 175Q: 3 clusters Score -1349467 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1349471.500000 Penalty: 969.447998
	Iteration 176Q: 3 clusters Score -1349472 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -1349482.375000 Penalty: 969.447998
	Iteration 177Q: 3 clusters Score -1349482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41153 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1349487.500000 Penalty: 969.447998
	Iteration 178Q: 3 clusters Score -1349488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1349494.750000 Penalty: 969.447998
	Iteration 179Q: 3 clusters Score -1349495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41220 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1349507.250000 Penalty: 969.447998
	Iteration 180F: 3 clusters Score -1349507 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41250 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1349516.000000 Penalty: 969.447998
	Iteration 181Q: 3 clusters Score -1349516 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41282 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1349522.750000 Penalty: 969.447998
	Iteration 182Q: 3 clusters Score -1349523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41307 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1349525.500000 Penalty: 969.447998
	Iteration 183Q: 3 clusters Score -1349526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1349528.000000 Penalty: 969.447998
	Iteration 184Q: 3 clusters Score -1349528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1349529.750000 Penalty: 969.447998
	Iteration 185Q: 3 clusters Score -1349530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -1349531.000000 Penalty: 969.447998
	Iteration 186Q: 3 clusters Score -1349531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41379 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1349535.125000 Penalty: 969.447998
	Iteration 187Q: 3 clusters Score -1349535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1349538.250000 Penalty: 969.447998
	Iteration 188Q: 3 clusters Score -1349538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1349540.375000 Penalty: 969.447998
	Iteration 189Q: 3 clusters Score -1349540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1349541.500000 Penalty: 969.447998
	Iteration 190Q: 3 clusters Score -1349542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1349542.750000 Penalty: 969.447998
	Iteration 191Q: 3 clusters Score -1349543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41413 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1349540.250000 Penalty: 969.447998
	Iteration 192Q: 3 clusters Score -1349540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41416 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1349540.875000 Penalty: 969.447998
	Iteration 193Q: 3 clusters Score -1349541 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1349538.875000 Penalty: 969.447998
	Iteration 194Q: 3 clusters Score -1349539 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41427 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1349543.125000 Penalty: 969.447998
	Iteration 195Q: 3 clusters Score -1349543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41429 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1349541.625000 Penalty: 969.447998
	Iteration 196Q: 3 clusters Score -1349542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1349542.000000 Penalty: 969.447998
	Iteration 197Q: 3 clusters Score -1349542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41439 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -1349544.125000 Penalty: 969.447998
	Iteration 198Q: 3 clusters Score -1349544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41445 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1349545.750000 Penalty: 969.447998
	Iteration 199Q: 3 clusters Score -1349546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41452 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1349547.750000 Penalty: 969.447998
	Iteration 200F: 3 clusters Score -1349548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1349547.875000 Penalty: 969.447998
	Iteration 201Q: 3 clusters Score -1349548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41460 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1349548.000000 Penalty: 969.447998
	Iteration 202Q: 3 clusters Score -1349548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41464 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1349551.125000 Penalty: 969.447998
	Iteration 203Q: 3 clusters Score -1349551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1349551.375000 Penalty: 969.447998
	Iteration 204Q: 3 clusters Score -1349551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41472 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1349550.500000 Penalty: 969.447998
	Iteration 205Q: 3 clusters Score -1349550 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41478 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1349549.125000 Penalty: 969.447998
	Iteration 206Q: 3 clusters Score -1349549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1349551.750000 Penalty: 969.447998
	Iteration 207Q: 3 clusters Score -1349552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41489 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1349551.625000 Penalty: 969.447998
	Iteration 208Q: 3 clusters Score -1349552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41490 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1349552.000000 Penalty: 969.447998
	Iteration 209Q: 3 clusters Score -1349552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41493 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1349553.875000 Penalty: 969.447998
	Iteration 210Q: 3 clusters Score -1349554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41496 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1349556.375000 Penalty: 969.447998
	Iteration 211Q: 3 clusters Score -1349556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1349557.500000 Penalty: 969.447998
	Iteration 212Q: 3 clusters Score -1349558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1349556.375000 Penalty: 969.447998
	Iteration 213Q: 3 clusters Score -1349556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1349557.750000 Penalty: 969.447998
	Iteration 214Q: 3 clusters Score -1349558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1349557.750000 Penalty: 969.447998
	Iteration 215Q: 3 clusters Score -1349558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41499 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1349556.625000 Penalty: 969.447998
	Iteration 216Q: 3 clusters Score -1349557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41497 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1349557.875000 Penalty: 969.447998
	Iteration 217Q: 3 clusters Score -1349558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1349556.125000 Penalty: 969.447998
	Iteration 218Q: 3 clusters Score -1349556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1349555.375000 Penalty: 969.447998
	Iteration 219Q: 3 clusters Score -1349555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1349555.375000 Penalty: 969.447998
	Iteration 220F: 3 clusters Score -1349555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Entering Unmasked Estep 
Score: -76030.015625 Penalty: 354.382477
	Iteration 0F: 2 clusters Score -76030.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -74302.898438 Penalty: 708.764954
	Iteration 0F: 3 clusters Score -74302.9 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -74923.570312 Penalty: 708.764954
	Iteration 1F: 3 clusters Score -74923.57 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -75030.898438 Penalty: 708.764954
	Iteration 2F: 3 clusters Score -75030.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -75128.757812 Penalty: 708.764954
	Iteration 3F: 3 clusters Score -75128.76 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -75232.781250 Penalty: 708.764954
	Iteration 4F: 3 clusters Score -75232.78 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -75325.375000 Penalty: 708.764954
	Iteration 5Q: 3 clusters Score -75325.38 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -75414.687500 Penalty: 708.764954
	Iteration 6Q: 3 clusters Score -75414.69 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -75494.351562 Penalty: 708.764954
	Iteration 7Q: 3 clusters Score -75494.35 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -75552.359375 Penalty: 708.764954
	Iteration 8Q: 3 clusters Score -75552.36 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -75603.070312 Penalty: 708.764954
	Iteration 9Q: 3 clusters Score -75603.07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -75639.218750 Penalty: 708.764954
	Iteration 10Q: 3 clusters Score -75639.22 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -75667.804688 Penalty: 708.764954
	Iteration 11Q: 3 clusters Score -75667.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -75685.726562 Penalty: 708.764954
	Iteration 12Q: 3 clusters Score -75685.73 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -75698.804688 Penalty: 708.764954
	Iteration 13Q: 3 clusters Score -75698.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -75711.250000 Penalty: 708.764954
	Iteration 14Q: 3 clusters Score -75711.25 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -75728.726562 Penalty: 708.764954
	Iteration 15Q: 3 clusters Score -75728.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -75746.414062 Penalty: 708.764954
	Iteration 16Q: 3 clusters Score -75746.41 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -75756.312500 Penalty: 708.764954
	Iteration 17Q: 3 clusters Score -75756.31 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -75761.960938 Penalty: 708.764954
	Iteration 18Q: 3 clusters Score -75761.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -75767.546875 Penalty: 708.764954
	Iteration 19Q: 3 clusters Score -75767.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -75769.242188 Penalty: 708.764954
	Iteration 20F: 3 clusters Score -75769.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -75771.343750 Penalty: 708.764954
	Iteration 21Q: 3 clusters Score -75771.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -75771.593750 Penalty: 708.764954
	Iteration 22Q: 3 clusters Score -75771.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -75771.875000 Penalty: 708.764954
	Iteration 23Q: 3 clusters Score -75771.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -75771.875000 Penalty: 708.764954
	Iteration 24F: 3 clusters Score -75771.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (3004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Entering Unmasked Estep 
Score: -90531.750000 Penalty: 364.350342
	Iteration 0F: 2 clusters Score -90531.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -88500.703125 Penalty: 728.700684
	Iteration 0F: 3 clusters Score -88500.7 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -89234.125000 Penalty: 728.700684
	Iteration 1F: 3 clusters Score -89234.12 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -89385.906250 Penalty: 728.700684
	Iteration 2F: 3 clusters Score -89385.91 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -89557.132812 Penalty: 728.700684
	Iteration 3F: 3 clusters Score -89557.13 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -89735.117188 Penalty: 728.700684
	Iteration 4F: 3 clusters Score -89735.12 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -89889.820312 Penalty: 728.700684
	Iteration 5F: 3 clusters Score -89889.82 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -90027.796875 Penalty: 728.700684
	Iteration 6Q: 3 clusters Score -90027.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -90104.312500 Penalty: 728.700684
	Iteration 7Q: 3 clusters Score -90104.31 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -90159.570312 Penalty: 728.700684
	Iteration 8Q: 3 clusters Score -90159.57 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -90199.726562 Penalty: 728.700684
	Iteration 9Q: 3 clusters Score -90199.73 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -90226.531250 Penalty: 728.700684
	Iteration 10Q: 3 clusters Score -90226.53 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -90244.875000 Penalty: 728.700684
	Iteration 11Q: 3 clusters Score -90244.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -90261.734375 Penalty: 728.700684
	Iteration 12Q: 3 clusters Score -90261.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -90281.015625 Penalty: 728.700684
	Iteration 13Q: 3 clusters Score -90281.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -90297.851562 Penalty: 728.700684
	Iteration 14Q: 3 clusters Score -90297.85 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -90307.734375 Penalty: 728.700684
	Iteration 15Q: 3 clusters Score -90307.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -90316.835938 Penalty: 728.700684
	Iteration 16Q: 3 clusters Score -90316.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -90323.046875 Penalty: 728.700684
	Iteration 17Q: 3 clusters Score -90323.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -90332.710938 Penalty: 728.700684
	Iteration 18Q: 3 clusters Score -90332.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -90335.382812 Penalty: 728.700684
	Iteration 19Q: 3 clusters Score -90335.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -90336.789062 Penalty: 728.700684
	Iteration 20F: 3 clusters Score -90336.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -90339.304688 Penalty: 728.700684
	Iteration 21Q: 3 clusters Score -90339.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -90342.414062 Penalty: 728.700684
	Iteration 22Q: 3 clusters Score -90342.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -90342.414062 Penalty: 728.700684
	Iteration 23F: 3 clusters Score -90342.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Entering Unmasked Estep 
Score: -276937.031250 Penalty: 415.083313
	Iteration 0F: 2 clusters Score -276937 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 4601 members 
Entering Unmasked Estep 
Score: -270865.125000 Penalty: 830.166626
	Iteration 0F: 3 clusters Score -270865.1 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -273596.156250 Penalty: 830.166626
	Iteration 1F: 3 clusters Score -273596.2 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -273888.906250 Penalty: 830.166626
	Iteration 2F: 3 clusters Score -273888.9 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -274192.750000 Penalty: 830.166626
	Iteration 3F: 3 clusters Score -274192.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -274530.125000 Penalty: 830.166626
	Iteration 4F: 3 clusters Score -274530.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -274899.531250 Penalty: 830.166626
	Iteration 5F: 3 clusters Score -274899.5 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -275242.625000 Penalty: 830.166626
	Iteration 6F: 3 clusters Score -275242.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -275481.937500 Penalty: 830.166626
	Iteration 7Q: 3 clusters Score -275481.9 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -275595.781250 Penalty: 830.166626
	Iteration 8Q: 3 clusters Score -275595.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -275658.718750 Penalty: 830.166626
	Iteration 9Q: 3 clusters Score -275658.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -275700.875000 Penalty: 830.166626
	Iteration 10Q: 3 clusters Score -275700.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -275728.625000 Penalty: 830.166626
	Iteration 11Q: 3 clusters Score -275728.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -275761.093750 Penalty: 830.166626
	Iteration 12Q: 3 clusters Score -275761.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -275798.281250 Penalty: 830.166626
	Iteration 13Q: 3 clusters Score -275798.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -275840.156250 Penalty: 830.166626
	Iteration 14Q: 3 clusters Score -275840.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -275881.031250 Penalty: 830.166626
	Iteration 15Q: 3 clusters Score -275881 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -275936.781250 Penalty: 830.166626
	Iteration 16Q: 3 clusters Score -275936.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -275992.281250 Penalty: 830.166626
	Iteration 17Q: 3 clusters Score -275992.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -276062.968750 Penalty: 830.166626
	Iteration 18Q: 3 clusters Score -276063 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -276156.375000 Penalty: 830.166626
	Iteration 19Q: 3 clusters Score -276156.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -276268.468750 Penalty: 830.166626
	Iteration 20F: 3 clusters Score -276268.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -276398.093750 Penalty: 830.166626
	Iteration 21Q: 3 clusters Score -276398.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -276540.812500 Penalty: 830.166626
	Iteration 22Q: 3 clusters Score -276540.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -276690.468750 Penalty: 830.166626
	Iteration 23Q: 3 clusters Score -276690.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -276821.687500 Penalty: 830.166626
	Iteration 24Q: 3 clusters Score -276821.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -276926.656250 Penalty: 830.166626
	Iteration 25Q: 3 clusters Score -276926.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -277033.000000 Penalty: 830.166626
	Iteration 26Q: 3 clusters Score -277033 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -277110.500000 Penalty: 830.166626
	Iteration 27Q: 3 clusters Score -277110.5 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -277157.281250 Penalty: 830.166626
	Iteration 28Q: 3 clusters Score -277157.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -277209.250000 Penalty: 830.166626
	Iteration 29Q: 3 clusters Score -277209.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -277260.500000 Penalty: 830.166626
	Iteration 30Q: 3 clusters Score -277260.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -277292.562500 Penalty: 830.166626
	Iteration 31Q: 3 clusters Score -277292.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -277314.625000 Penalty: 830.166626
	Iteration 32Q: 3 clusters Score -277314.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -277329.718750 Penalty: 830.166626
	Iteration 33Q: 3 clusters Score -277329.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -277341.968750 Penalty: 830.166626
	Iteration 34Q: 3 clusters Score -277342 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -277349.656250 Penalty: 830.166626
	Iteration 35Q: 3 clusters Score -277349.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -277354.906250 Penalty: 830.166626
	Iteration 36Q: 3 clusters Score -277354.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -277357.656250 Penalty: 830.166626
	Iteration 37Q: 3 clusters Score -277357.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -277358.500000 Penalty: 830.166626
	Iteration 38Q: 3 clusters Score -277358.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -277359.500000 Penalty: 830.166626
	Iteration 39Q: 3 clusters Score -277359.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -277361.843750 Penalty: 830.166626
	Iteration 40F: 3 clusters Score -277361.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -277364.125000 Penalty: 830.166626
	Iteration 41Q: 3 clusters Score -277364.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -277365.531250 Penalty: 830.166626
	Iteration 42Q: 3 clusters Score -277365.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -277367.562500 Penalty: 830.166626
	Iteration 43Q: 3 clusters Score -277367.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -277368.812500 Penalty: 830.166626
	Iteration 44Q: 3 clusters Score -277368.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -277369.468750 Penalty: 830.166626
	Iteration 45Q: 3 clusters Score -277369.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -277369.875000 Penalty: 830.166626
	Iteration 46Q: 3 clusters Score -277369.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -277370.343750 Penalty: 830.166626
	Iteration 47Q: 3 clusters Score -277370.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -277370.093750 Penalty: 830.166626
	Iteration 48Q: 3 clusters Score -277370.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -277371.218750 Penalty: 830.166626
	Iteration 49Q: 3 clusters Score -277371.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -277371.375000 Penalty: 830.166626
	Iteration 50Q: 3 clusters Score -277371.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -277370.875000 Penalty: 830.166626
	Iteration 51Q: 3 clusters Score -277370.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -277371.250000 Penalty: 830.166626
	Iteration 52Q: 3 clusters Score -277371.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -277371.781250 Penalty: 830.166626
	Iteration 53Q: 3 clusters Score -277371.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -277371.468750 Penalty: 830.166626
	Iteration 54Q: 3 clusters Score -277371.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -277371.687500 Penalty: 830.166626
	Iteration 55Q: 3 clusters Score -277371.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -277371.437500 Penalty: 830.166626
	Iteration 56Q: 3 clusters Score -277371.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -277371.656250 Penalty: 830.166626
	Iteration 57Q: 3 clusters Score -277371.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -277371.968750 Penalty: 830.166626
	Iteration 58Q: 3 clusters Score -277372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -277372.625000 Penalty: 830.166626
	Iteration 59Q: 3 clusters Score -277372.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -277371.937500 Penalty: 830.166626
	Iteration 60F: 3 clusters Score -277371.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -277372.687500 Penalty: 830.166626
	Iteration 61Q: 3 clusters Score -277372.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -277372.656250 Penalty: 830.166626
	Iteration 62Q: 3 clusters Score -277372.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -277372.656250 Penalty: 830.166626
	Iteration 63F: 3 clusters Score -277372.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 2413 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 575 members 
Mstep: Class 6 contains 26576 members 
Mstep: Class 7 contains 1836 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 156368 members 
Mstep: Class 10 contains 464 members 
Mstep: Class 12 contains 31343 members 
Mstep: Class 13 contains 18025 members 
Mstep: Class 14 contains 14263 members 
Mstep: Class 16 contains 138079 members 
Mstep: Class 17 contains 16930 members 
Mstep: Class 18 contains 5342 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 6594 members 
Mstep: Class 22 contains 7573 members 
Mstep: Class 23 contains 33727 members 
Entering Unmasked Estep 
Score: -15718309.000000 Penalty: 12581.587891
Splitting cluster 4 changes total score from -15718109.000000 to -15718309.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 5 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -19868.794922 Penalty: 289.123840
	Iteration 0F: 2 clusters Score -19868.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19336.923828 Penalty: 578.247681
	Iteration 0F: 3 clusters Score -19336.92 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -19462.343750 Penalty: 578.247681
	Iteration 1F: 3 clusters Score -19462.34 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19487.339844 Penalty: 578.247681
	Iteration 2F: 3 clusters Score -19487.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19498.728516 Penalty: 578.247681
	Iteration 3Q: 3 clusters Score -19498.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19508.177734 Penalty: 578.247681
	Iteration 4Q: 3 clusters Score -19508.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19515.142578 Penalty: 578.247681
	Iteration 5Q: 3 clusters Score -19515.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -19518.025391 Penalty: 578.247681
	Iteration 6Q: 3 clusters Score -19518.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -19519.224609 Penalty: 578.247681
	Iteration 7Q: 3 clusters Score -19519.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -19520.181641 Penalty: 578.247681
	Iteration 8Q: 3 clusters Score -19520.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -19520.958984 Penalty: 578.247681
	Iteration 9Q: 3 clusters Score -19520.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -19521.156250 Penalty: 578.247681
	Iteration 10Q: 3 clusters Score -19521.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19521.394531 Penalty: 578.247681
	Iteration 11Q: 3 clusters Score -19521.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -19521.394531 Penalty: 578.247681
	Iteration 12F: 3 clusters Score -19521.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (26576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Entering Unmasked Estep 
Score: -789430.125000 Penalty: 463.543274
	Iteration 0F: 2 clusters Score -789430.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -771629.375000 Penalty: 927.086548
	Iteration 0F: 3 clusters Score -771629.4 nChanged 12888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -780210.562500 Penalty: 927.086548
	Iteration 1F: 3 clusters Score -780210.6 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -781588.750000 Penalty: 927.086548
	Iteration 2F: 3 clusters Score -781588.8 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -783543.750000 Penalty: 927.086548
	Iteration 3F: 3 clusters Score -783543.8 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -785459.937500 Penalty: 927.086548
	Iteration 4F: 3 clusters Score -785459.9 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -786873.750000 Penalty: 927.086548
	Iteration 5F: 3 clusters Score -786873.8 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -787701.812500 Penalty: 927.086548
	Iteration 6Q: 3 clusters Score -787701.8 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -788219.062500 Penalty: 927.086548
	Iteration 7Q: 3 clusters Score -788219.1 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -788551.250000 Penalty: 927.086548
	Iteration 8Q: 3 clusters Score -788551.2 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -788744.312500 Penalty: 927.086548
	Iteration 9Q: 3 clusters Score -788744.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -788871.500000 Penalty: 927.086548
	Iteration 10Q: 3 clusters Score -788871.5 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -788947.750000 Penalty: 927.086548
	Iteration 11Q: 3 clusters Score -788947.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26007 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -788991.625000 Penalty: 927.086548
	Iteration 12Q: 3 clusters Score -788991.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -789015.500000 Penalty: 927.086548
	Iteration 13Q: 3 clusters Score -789015.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26130 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -789043.562500 Penalty: 927.086548
	Iteration 14Q: 3 clusters Score -789043.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -789061.312500 Penalty: 927.086548
	Iteration 15Q: 3 clusters Score -789061.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26195 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -789077.625000 Penalty: 927.086548
	Iteration 16Q: 3 clusters Score -789077.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26226 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -789092.187500 Penalty: 927.086548
	Iteration 17Q: 3 clusters Score -789092.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -789098.437500 Penalty: 927.086548
	Iteration 18Q: 3 clusters Score -789098.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -789101.875000 Penalty: 927.086548
	Iteration 19Q: 3 clusters Score -789101.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -789106.625000 Penalty: 927.086548
	Iteration 20F: 3 clusters Score -789106.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -789111.312500 Penalty: 927.086548
	Iteration 21Q: 3 clusters Score -789111.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26265 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -789111.250000 Penalty: 927.086548
	Iteration 22Q: 3 clusters Score -789111.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -789113.437500 Penalty: 927.086548
	Iteration 23Q: 3 clusters Score -789113.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26270 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -789114.875000 Penalty: 927.086548
	Iteration 24Q: 3 clusters Score -789114.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -789113.687500 Penalty: 927.086548
	Iteration 25Q: 3 clusters Score -789113.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -789114.625000 Penalty: 927.086548
	Iteration 26Q: 3 clusters Score -789114.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -789114.625000 Penalty: 927.086548
	Iteration 27F: 3 clusters Score -789114.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Entering Unmasked Estep 
Score: -241126.062500 Penalty: 405.376343
	Iteration 0F: 2 clusters Score -241126.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -236181.390625 Penalty: 810.752686
	Iteration 0F: 3 clusters Score -236181.4 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -238150.218750 Penalty: 810.752686
	Iteration 1F: 3 clusters Score -238150.2 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -238296.515625 Penalty: 810.752686
	Iteration 2F: 3 clusters Score -238296.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -238422.750000 Penalty: 810.752686
	Iteration 3Q: 3 clusters Score -238422.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -238555.796875 Penalty: 810.752686
	Iteration 4Q: 3 clusters Score -238555.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -238675.140625 Penalty: 810.752686
	Iteration 5Q: 3 clusters Score -238675.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -238796.281250 Penalty: 810.752686
	Iteration 6Q: 3 clusters Score -238796.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -238962.765625 Penalty: 810.752686
	Iteration 7Q: 3 clusters Score -238962.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -239168.953125 Penalty: 810.752686
	Iteration 8Q: 3 clusters Score -239169 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -239389.156250 Penalty: 810.752686
	Iteration 9Q: 3 clusters Score -239389.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -239588.625000 Penalty: 810.752686
	Iteration 10Q: 3 clusters Score -239588.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -239752.953125 Penalty: 810.752686
	Iteration 11Q: 3 clusters Score -239753 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -239893.562500 Penalty: 810.752686
	Iteration 12Q: 3 clusters Score -239893.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -239988.984375 Penalty: 810.752686
	Iteration 13Q: 3 clusters Score -239989 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -240057.734375 Penalty: 810.752686
	Iteration 14Q: 3 clusters Score -240057.7 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -240106.968750 Penalty: 810.752686
	Iteration 15Q: 3 clusters Score -240107 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -240147.687500 Penalty: 810.752686
	Iteration 16Q: 3 clusters Score -240147.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -240190.312500 Penalty: 810.752686
	Iteration 17Q: 3 clusters Score -240190.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -240230.671875 Penalty: 810.752686
	Iteration 18Q: 3 clusters Score -240230.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -240267.359375 Penalty: 810.752686
	Iteration 19Q: 3 clusters Score -240267.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -240309.046875 Penalty: 810.752686
	Iteration 20F: 3 clusters Score -240309 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -240352.093750 Penalty: 810.752686
	Iteration 21Q: 3 clusters Score -240352.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -240402.968750 Penalty: 810.752686
	Iteration 22Q: 3 clusters Score -240403 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -240456.750000 Penalty: 810.752686
	Iteration 23Q: 3 clusters Score -240456.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -240506.953125 Penalty: 810.752686
	Iteration 24Q: 3 clusters Score -240507 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -240555.218750 Penalty: 810.752686
	Iteration 25Q: 3 clusters Score -240555.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -240600.656250 Penalty: 810.752686
	Iteration 26Q: 3 clusters Score -240600.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -240649.421875 Penalty: 810.752686
	Iteration 27Q: 3 clusters Score -240649.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -240671.921875 Penalty: 810.752686
	Iteration 28Q: 3 clusters Score -240671.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -240697.453125 Penalty: 810.752686
	Iteration 29Q: 3 clusters Score -240697.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -240713.453125 Penalty: 810.752686
	Iteration 30Q: 3 clusters Score -240713.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -240724.875000 Penalty: 810.752686
	Iteration 31Q: 3 clusters Score -240724.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -240739.390625 Penalty: 810.752686
	Iteration 32Q: 3 clusters Score -240739.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -240747.718750 Penalty: 810.752686
	Iteration 33Q: 3 clusters Score -240747.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -240751.859375 Penalty: 810.752686
	Iteration 34Q: 3 clusters Score -240751.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -240764.203125 Penalty: 810.752686
	Iteration 35Q: 3 clusters Score -240764.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -240773.875000 Penalty: 810.752686
	Iteration 36Q: 3 clusters Score -240773.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -240782.562500 Penalty: 810.752686
	Iteration 37Q: 3 clusters Score -240782.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -240790.984375 Penalty: 810.752686
	Iteration 38Q: 3 clusters Score -240791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -240801.031250 Penalty: 810.752686
	Iteration 39Q: 3 clusters Score -240801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -240806.812500 Penalty: 810.752686
	Iteration 40F: 3 clusters Score -240806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -240809.296875 Penalty: 810.752686
	Iteration 41Q: 3 clusters Score -240809.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -240809.906250 Penalty: 810.752686
	Iteration 42Q: 3 clusters Score -240809.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -240812.062500 Penalty: 810.752686
	Iteration 43Q: 3 clusters Score -240812.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -240816.046875 Penalty: 810.752686
	Iteration 44Q: 3 clusters Score -240816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -240818.953125 Penalty: 810.752686
	Iteration 45Q: 3 clusters Score -240819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -240822.156250 Penalty: 810.752686
	Iteration 46Q: 3 clusters Score -240822.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -240824.312500 Penalty: 810.752686
	Iteration 47Q: 3 clusters Score -240824.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -240825.812500 Penalty: 810.752686
	Iteration 48Q: 3 clusters Score -240825.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -240825.750000 Penalty: 810.752686
	Iteration 49Q: 3 clusters Score -240825.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -240825.750000 Penalty: 810.752686
	Iteration 50F: 3 clusters Score -240825.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (156368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156368 members 
Entering Unmasked Estep 
Score: -5164654.500000 Penalty: 544.178528
	Iteration 0F: 2 clusters Score -5164654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78050 members 
Mstep: Class 2 contains 78318 members 
Entering Unmasked Estep 
Score: -5058696.000000 Penalty: 1088.357056
	Iteration 0F: 3 clusters Score -5058696 nChanged 76687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72305 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -5104348.500000 Penalty: 1088.357056
	Iteration 1F: 3 clusters Score -5104348 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67414 members 
Mstep: Class 2 contains 88954 members 
Entering Unmasked Estep 
Score: -5106814.500000 Penalty: 1088.357056
	Iteration 2Q: 3 clusters Score -5106814 nChanged 9281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59565 members 
Mstep: Class 2 contains 96803 members 
Entering Unmasked Estep 
Score: -5111467.000000 Penalty: 1088.357056
	Iteration 3F: 3 clusters Score -5111467 nChanged 12029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 107740 members 
Entering Unmasked Estep 
Score: -5119406.500000 Penalty: 1088.357056
	Iteration 4F: 3 clusters Score -5119406 nChanged 13549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 120519 members 
Entering Unmasked Estep 
Score: -5130275.000000 Penalty: 1088.357056
	Iteration 5F: 3 clusters Score -5130275 nChanged 13265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 133354 members 
Entering Unmasked Estep 
Score: -5142313.500000 Penalty: 1088.357056
	Iteration 6F: 3 clusters Score -5142314 nChanged 10468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 143688 members 
Entering Unmasked Estep 
Score: -5152392.500000 Penalty: 1088.357056
	Iteration 7F: 3 clusters Score -5152392 nChanged 6881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 150549 members 
Entering Unmasked Estep 
Score: -5158994.000000 Penalty: 1088.357056
	Iteration 8Q: 3 clusters Score -5158994 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 154159 members 
Entering Unmasked Estep 
Score: -5162333.000000 Penalty: 1088.357056
	Iteration 9Q: 3 clusters Score -5162333 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 155626 members 
Entering Unmasked Estep 
Score: -5163656.000000 Penalty: 1088.357056
	Iteration 10Q: 3 clusters Score -5163656 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 156079 members 
Entering Unmasked Estep 
Score: -5164021.000000 Penalty: 1088.357056
	Iteration 11Q: 3 clusters Score -5164021 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 156211 members 
Entering Unmasked Estep 
Score: -5164147.000000 Penalty: 1088.357056
	Iteration 12Q: 3 clusters Score -5164147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 156247 members 
Entering Unmasked Estep 
Score: -5164180.000000 Penalty: 1088.357056
	Iteration 13Q: 3 clusters Score -5164180 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 156260 members 
Entering Unmasked Estep 
Score: -5164194.000000 Penalty: 1088.357056
	Iteration 14Q: 3 clusters Score -5164194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 156264 members 
Entering Unmasked Estep 
Score: -5164203.000000 Penalty: 1088.357056
	Iteration 15Q: 3 clusters Score -5164203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 156265 members 
Entering Unmasked Estep 
Score: -5164202.500000 Penalty: 1088.357056
	Iteration 16Q: 3 clusters Score -5164202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 156266 members 
Entering Unmasked Estep 
Score: -5164202.500000 Penalty: 1088.357056
	Iteration 17Q: 3 clusters Score -5164202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 156268 members 
Entering Unmasked Estep 
Score: -5164204.000000 Penalty: 1088.357056
	Iteration 18Q: 3 clusters Score -5164204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 156271 members 
Entering Unmasked Estep 
Score: -5164214.000000 Penalty: 1088.357056
	Iteration 19Q: 3 clusters Score -5164214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 156275 members 
Entering Unmasked Estep 
Score: -5164227.000000 Penalty: 1088.357056
	Iteration 20F: 3 clusters Score -5164227 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 156278 members 
Entering Unmasked Estep 
Score: -5164233.000000 Penalty: 1088.357056
	Iteration 21Q: 3 clusters Score -5164233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 156279 members 
Entering Unmasked Estep 
Score: -5164237.000000 Penalty: 1088.357056
	Iteration 22Q: 3 clusters Score -5164237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 156279 members 
Entering Unmasked Estep 
Score: -5164236.000000 Penalty: 1088.357056
	Iteration 23Q: 3 clusters Score -5164236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 156280 members 
Entering Unmasked Estep 
Score: -5164242.000000 Penalty: 1088.357056
	Iteration 24Q: 3 clusters Score -5164242 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 156279 members 
Entering Unmasked Estep 
Score: -5164242.500000 Penalty: 1088.357056
	Iteration 25Q: 3 clusters Score -5164242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 156279 members 
Entering Unmasked Estep 
Score: -5164242.500000 Penalty: 1088.357056
	Iteration 26F: 3 clusters Score -5164242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Entering Unmasked Estep 
Score: -16715.273438 Penalty: 279.364746
	Iteration 0F: 2 clusters Score -16715.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -16235.244141 Penalty: 558.729492
	Iteration 0F: 3 clusters Score -16235.24 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -16325.054688 Penalty: 558.729492
	Iteration 1F: 3 clusters Score -16325.05 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -16354.563477 Penalty: 558.729492
	Iteration 2F: 3 clusters Score -16354.56 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -16373.017578 Penalty: 558.729492
	Iteration 3Q: 3 clusters Score -16373.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -16393.250000 Penalty: 558.729492
	Iteration 4Q: 3 clusters Score -16393.25 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -16406.890625 Penalty: 558.729492
	Iteration 5Q: 3 clusters Score -16406.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -16412.203125 Penalty: 558.729492
	Iteration 6Q: 3 clusters Score -16412.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -16417.115234 Penalty: 558.729492
	Iteration 7Q: 3 clusters Score -16417.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -16421.693359 Penalty: 558.729492
	Iteration 8Q: 3 clusters Score -16421.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -16425.708984 Penalty: 558.729492
	Iteration 9Q: 3 clusters Score -16425.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -16428.453125 Penalty: 558.729492
	Iteration 10Q: 3 clusters Score -16428.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -16432.218750 Penalty: 558.729492
	Iteration 11Q: 3 clusters Score -16432.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -16437.402344 Penalty: 558.729492
	Iteration 12Q: 3 clusters Score -16437.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -16438.722656 Penalty: 558.729492
	Iteration 13Q: 3 clusters Score -16438.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -16440.332031 Penalty: 558.729492
	Iteration 14Q: 3 clusters Score -16440.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16441.755859 Penalty: 558.729492
	Iteration 15Q: 3 clusters Score -16441.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -16441.755859 Penalty: 558.729492
	Iteration 16F: 3 clusters Score -16441.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Entering Unmasked Estep 
Score: -997778.312500 Penalty: 471.049957
	Iteration 0F: 2 clusters Score -997778.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15546 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -976848.250000 Penalty: 942.099915
	Iteration 0F: 3 clusters Score -976848.2 nChanged 15005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -986364.375000 Penalty: 942.099915
	Iteration 1F: 3 clusters Score -986364.4 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -987364.125000 Penalty: 942.099915
	Iteration 2F: 3 clusters Score -987364.1 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -988411.000000 Penalty: 942.099915
	Iteration 3F: 3 clusters Score -988411 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -989521.187500 Penalty: 942.099915
	Iteration 4F: 3 clusters Score -989521.2 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -990594.062500 Penalty: 942.099915
	Iteration 5F: 3 clusters Score -990594.1 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -991493.312500 Penalty: 942.099915
	Iteration 6F: 3 clusters Score -991493.3 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -992191.250000 Penalty: 942.099915
	Iteration 7Q: 3 clusters Score -992191.2 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -992709.875000 Penalty: 942.099915
	Iteration 8Q: 3 clusters Score -992709.9 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -993141.625000 Penalty: 942.099915
	Iteration 9Q: 3 clusters Score -993141.6 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -993519.312500 Penalty: 942.099915
	Iteration 10Q: 3 clusters Score -993519.3 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -993834.812500 Penalty: 942.099915
	Iteration 11Q: 3 clusters Score -993834.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 21945 members 
Entering Unmasked Estep 
Score: -994088.375000 Penalty: 942.099915
	Iteration 12Q: 3 clusters Score -994088.4 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -994334.062500 Penalty: 942.099915
	Iteration 13Q: 3 clusters Score -994334.1 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -994566.812500 Penalty: 942.099915
	Iteration 14Q: 3 clusters Score -994566.8 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -994809.625000 Penalty: 942.099915
	Iteration 15Q: 3 clusters Score -994809.6 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -995057.250000 Penalty: 942.099915
	Iteration 16Q: 3 clusters Score -995057.2 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 24626 members 
Entering Unmasked Estep 
Score: -995307.937500 Penalty: 942.099915
	Iteration 17Q: 3 clusters Score -995307.9 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -995538.187500 Penalty: 942.099915
	Iteration 18Q: 3 clusters Score -995538.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 25584 members 
Entering Unmasked Estep 
Score: -995763.875000 Penalty: 942.099915
	Iteration 19Q: 3 clusters Score -995763.9 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -995957.437500 Penalty: 942.099915
	Iteration 20F: 3 clusters Score -995957.4 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -996149.500000 Penalty: 942.099915
	Iteration 21Q: 3 clusters Score -996149.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 26881 members 
Entering Unmasked Estep 
Score: -996325.750000 Penalty: 942.099915
	Iteration 22Q: 3 clusters Score -996325.8 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -996486.062500 Penalty: 942.099915
	Iteration 23Q: 3 clusters Score -996486.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 27568 members 
Entering Unmasked Estep 
Score: -996648.625000 Penalty: 942.099915
	Iteration 24Q: 3 clusters Score -996648.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -996819.750000 Penalty: 942.099915
	Iteration 25Q: 3 clusters Score -996819.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -996953.187500 Penalty: 942.099915
	Iteration 26Q: 3 clusters Score -996953.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -997081.875000 Penalty: 942.099915
	Iteration 27Q: 3 clusters Score -997081.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 28718 members 
Entering Unmasked Estep 
Score: -997180.062500 Penalty: 942.099915
	Iteration 28Q: 3 clusters Score -997180.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -997255.750000 Penalty: 942.099915
	Iteration 29Q: 3 clusters Score -997255.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 29099 members 
Entering Unmasked Estep 
Score: -997304.125000 Penalty: 942.099915
	Iteration 30Q: 3 clusters Score -997304.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -997356.437500 Penalty: 942.099915
	Iteration 31Q: 3 clusters Score -997356.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 29349 members 
Entering Unmasked Estep 
Score: -997405.625000 Penalty: 942.099915
	Iteration 32Q: 3 clusters Score -997405.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -997446.937500 Penalty: 942.099915
	Iteration 33Q: 3 clusters Score -997446.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -997486.937500 Penalty: 942.099915
	Iteration 34Q: 3 clusters Score -997486.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -997513.062500 Penalty: 942.099915
	Iteration 35Q: 3 clusters Score -997513.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -997533.875000 Penalty: 942.099915
	Iteration 36Q: 3 clusters Score -997533.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -997549.875000 Penalty: 942.099915
	Iteration 37Q: 3 clusters Score -997549.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 29853 members 
Entering Unmasked Estep 
Score: -997571.375000 Penalty: 942.099915
	Iteration 38Q: 3 clusters Score -997571.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 29913 members 
Entering Unmasked Estep 
Score: -997588.875000 Penalty: 942.099915
	Iteration 39Q: 3 clusters Score -997588.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -997603.500000 Penalty: 942.099915
	Iteration 40F: 3 clusters Score -997603.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -997619.875000 Penalty: 942.099915
	Iteration 41Q: 3 clusters Score -997619.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 30057 members 
Entering Unmasked Estep 
Score: -997635.750000 Penalty: 942.099915
	Iteration 42Q: 3 clusters Score -997635.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -997647.437500 Penalty: 942.099915
	Iteration 43Q: 3 clusters Score -997647.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -997655.500000 Penalty: 942.099915
	Iteration 44Q: 3 clusters Score -997655.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -997661.187500 Penalty: 942.099915
	Iteration 45Q: 3 clusters Score -997661.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 30190 members 
Entering Unmasked Estep 
Score: -997662.562500 Penalty: 942.099915
	Iteration 46Q: 3 clusters Score -997662.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -997662.937500 Penalty: 942.099915
	Iteration 47Q: 3 clusters Score -997662.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -997666.000000 Penalty: 942.099915
	Iteration 48Q: 3 clusters Score -997666 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 30231 members 
Entering Unmasked Estep 
Score: -997669.312500 Penalty: 942.099915
	Iteration 49Q: 3 clusters Score -997669.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -997670.687500 Penalty: 942.099915
	Iteration 50Q: 3 clusters Score -997670.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -997673.375000 Penalty: 942.099915
	Iteration 51Q: 3 clusters Score -997673.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 30267 members 
Entering Unmasked Estep 
Score: -997675.187500 Penalty: 942.099915
	Iteration 52Q: 3 clusters Score -997675.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -997676.187500 Penalty: 942.099915
	Iteration 53Q: 3 clusters Score -997676.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -997678.625000 Penalty: 942.099915
	Iteration 54Q: 3 clusters Score -997678.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 30288 members 
Entering Unmasked Estep 
Score: -997679.375000 Penalty: 942.099915
	Iteration 55Q: 3 clusters Score -997679.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -997680.437500 Penalty: 942.099915
	Iteration 56Q: 3 clusters Score -997680.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -997683.062500 Penalty: 942.099915
	Iteration 57Q: 3 clusters Score -997683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -997683.875000 Penalty: 942.099915
	Iteration 58Q: 3 clusters Score -997683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -997682.625000 Penalty: 942.099915
	Iteration 59Q: 3 clusters Score -997682.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 30301 members 
Entering Unmasked Estep 
Score: -997683.062500 Penalty: 942.099915
	Iteration 60F: 3 clusters Score -997683.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -997684.187500 Penalty: 942.099915
	Iteration 61Q: 3 clusters Score -997684.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -997683.375000 Penalty: 942.099915
	Iteration 62Q: 3 clusters Score -997683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -997683.562500 Penalty: 942.099915
	Iteration 63Q: 3 clusters Score -997683.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -997683.875000 Penalty: 942.099915
	Iteration 64Q: 3 clusters Score -997683.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -997682.625000 Penalty: 942.099915
	Iteration 65Q: 3 clusters Score -997682.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 30311 members 
Entering Unmasked Estep 
Score: -997683.062500 Penalty: 942.099915
	Iteration 66Q: 3 clusters Score -997683.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -997684.187500 Penalty: 942.099915
	Iteration 67Q: 3 clusters Score -997684.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 30319 members 
Entering Unmasked Estep 
Score: -997684.687500 Penalty: 942.099915
	Iteration 68Q: 3 clusters Score -997684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 30321 members 
Entering Unmasked Estep 
Score: -997684.875000 Penalty: 942.099915
	Iteration 69Q: 3 clusters Score -997684.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 30323 members 
Entering Unmasked Estep 
Score: -997686.125000 Penalty: 942.099915
	Iteration 70Q: 3 clusters Score -997686.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -997685.812500 Penalty: 942.099915
	Iteration 71Q: 3 clusters Score -997685.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -997686.437500 Penalty: 942.099915
	Iteration 72Q: 3 clusters Score -997686.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 30333 members 
Entering Unmasked Estep 
Score: -997685.375000 Penalty: 942.099915
	Iteration 73Q: 3 clusters Score -997685.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 30334 members 
Entering Unmasked Estep 
Score: -997685.625000 Penalty: 942.099915
	Iteration 74Q: 3 clusters Score -997685.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -997685.750000 Penalty: 942.099915
	Iteration 75Q: 3 clusters Score -997685.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -997686.000000 Penalty: 942.099915
	Iteration 76Q: 3 clusters Score -997686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -997686.000000 Penalty: 942.099915
	Iteration 77F: 3 clusters Score -997686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Entering Unmasked Estep 
Score: -612064.625000 Penalty: 445.877930
	Iteration 0F: 2 clusters Score -612064.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -600101.937500 Penalty: 891.755859
	Iteration 0F: 3 clusters Score -600101.9 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -605362.687500 Penalty: 891.755859
	Iteration 1F: 3 clusters Score -605362.7 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -605884.562500 Penalty: 891.755859
	Iteration 2F: 3 clusters Score -605884.6 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -606686.625000 Penalty: 891.755859
	Iteration 3F: 3 clusters Score -606686.6 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -607724.375000 Penalty: 891.755859
	Iteration 4F: 3 clusters Score -607724.4 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -608864.125000 Penalty: 891.755859
	Iteration 5F: 3 clusters Score -608864.1 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -609646.687500 Penalty: 891.755859
	Iteration 6F: 3 clusters Score -609646.7 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -609982.687500 Penalty: 891.755859
	Iteration 7Q: 3 clusters Score -609982.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -610118.937500 Penalty: 891.755859
	Iteration 8Q: 3 clusters Score -610118.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 12701 members 
Entering Unmasked Estep 
Score: -610216.312500 Penalty: 891.755859
	Iteration 9Q: 3 clusters Score -610216.3 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -610307.625000 Penalty: 891.755859
	Iteration 10Q: 3 clusters Score -610307.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -610403.875000 Penalty: 891.755859
	Iteration 11Q: 3 clusters Score -610403.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 13239 members 
Entering Unmasked Estep 
Score: -610492.437500 Penalty: 891.755859
	Iteration 12Q: 3 clusters Score -610492.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -610593.875000 Penalty: 891.755859
	Iteration 13Q: 3 clusters Score -610593.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -610683.250000 Penalty: 891.755859
	Iteration 14Q: 3 clusters Score -610683.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -610762.750000 Penalty: 891.755859
	Iteration 15Q: 3 clusters Score -610762.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -610831.312500 Penalty: 891.755859
	Iteration 16Q: 3 clusters Score -610831.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -610898.687500 Penalty: 891.755859
	Iteration 17Q: 3 clusters Score -610898.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 14323 members 
Entering Unmasked Estep 
Score: -610952.312500 Penalty: 891.755859
	Iteration 18Q: 3 clusters Score -610952.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -611004.437500 Penalty: 891.755859
	Iteration 19Q: 3 clusters Score -611004.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -611053.687500 Penalty: 891.755859
	Iteration 20F: 3 clusters Score -611053.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -611089.250000 Penalty: 891.755859
	Iteration 21Q: 3 clusters Score -611089.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -611122.062500 Penalty: 891.755859
	Iteration 22Q: 3 clusters Score -611122.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -611155.562500 Penalty: 891.755859
	Iteration 23Q: 3 clusters Score -611155.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -611185.437500 Penalty: 891.755859
	Iteration 24Q: 3 clusters Score -611185.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -611216.937500 Penalty: 891.755859
	Iteration 25Q: 3 clusters Score -611216.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -611250.625000 Penalty: 891.755859
	Iteration 26Q: 3 clusters Score -611250.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -611275.625000 Penalty: 891.755859
	Iteration 27Q: 3 clusters Score -611275.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -611301.625000 Penalty: 891.755859
	Iteration 28Q: 3 clusters Score -611301.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -611319.250000 Penalty: 891.755859
	Iteration 29Q: 3 clusters Score -611319.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -611336.062500 Penalty: 891.755859
	Iteration 30Q: 3 clusters Score -611336.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -611355.437500 Penalty: 891.755859
	Iteration 31Q: 3 clusters Score -611355.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -611372.625000 Penalty: 891.755859
	Iteration 32Q: 3 clusters Score -611372.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -611395.187500 Penalty: 891.755859
	Iteration 33Q: 3 clusters Score -611395.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -611419.750000 Penalty: 891.755859
	Iteration 34Q: 3 clusters Score -611419.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -611442.062500 Penalty: 891.755859
	Iteration 35Q: 3 clusters Score -611442.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -611462.250000 Penalty: 891.755859
	Iteration 36Q: 3 clusters Score -611462.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -611489.000000 Penalty: 891.755859
	Iteration 37Q: 3 clusters Score -611489 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -611512.562500 Penalty: 891.755859
	Iteration 38Q: 3 clusters Score -611512.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -611530.812500 Penalty: 891.755859
	Iteration 39Q: 3 clusters Score -611530.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -611542.687500 Penalty: 891.755859
	Iteration 40F: 3 clusters Score -611542.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -611567.000000 Penalty: 891.755859
	Iteration 41Q: 3 clusters Score -611567 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -611584.062500 Penalty: 891.755859
	Iteration 42Q: 3 clusters Score -611584.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -611598.687500 Penalty: 891.755859
	Iteration 43Q: 3 clusters Score -611598.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -611609.312500 Penalty: 891.755859
	Iteration 44Q: 3 clusters Score -611609.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -611616.125000 Penalty: 891.755859
	Iteration 45Q: 3 clusters Score -611616.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -611620.750000 Penalty: 891.755859
	Iteration 46Q: 3 clusters Score -611620.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17020 members 
Entering Unmasked Estep 
Score: -611628.562500 Penalty: 891.755859
	Iteration 47Q: 3 clusters Score -611628.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -611637.062500 Penalty: 891.755859
	Iteration 48Q: 3 clusters Score -611637.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -611642.562500 Penalty: 891.755859
	Iteration 49Q: 3 clusters Score -611642.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -611644.062500 Penalty: 891.755859
	Iteration 50Q: 3 clusters Score -611644.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -611648.250000 Penalty: 891.755859
	Iteration 51Q: 3 clusters Score -611648.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -611653.750000 Penalty: 891.755859
	Iteration 52Q: 3 clusters Score -611653.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -611658.375000 Penalty: 891.755859
	Iteration 53Q: 3 clusters Score -611658.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -611660.500000 Penalty: 891.755859
	Iteration 54Q: 3 clusters Score -611660.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -611662.687500 Penalty: 891.755859
	Iteration 55Q: 3 clusters Score -611662.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -611664.125000 Penalty: 891.755859
	Iteration 56Q: 3 clusters Score -611664.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -611665.625000 Penalty: 891.755859
	Iteration 57Q: 3 clusters Score -611665.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -611667.500000 Penalty: 891.755859
	Iteration 58Q: 3 clusters Score -611667.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -611668.812500 Penalty: 891.755859
	Iteration 59Q: 3 clusters Score -611668.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -611670.937500 Penalty: 891.755859
	Iteration 60F: 3 clusters Score -611670.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -611672.250000 Penalty: 891.755859
	Iteration 61Q: 3 clusters Score -611672.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -611673.250000 Penalty: 891.755859
	Iteration 62Q: 3 clusters Score -611673.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -611674.937500 Penalty: 891.755859
	Iteration 63Q: 3 clusters Score -611674.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -611677.750000 Penalty: 891.755859
	Iteration 64Q: 3 clusters Score -611677.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -611677.937500 Penalty: 891.755859
	Iteration 65Q: 3 clusters Score -611677.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -611678.812500 Penalty: 891.755859
	Iteration 66Q: 3 clusters Score -611678.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -611681.062500 Penalty: 891.755859
	Iteration 67Q: 3 clusters Score -611681.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -611685.250000 Penalty: 891.755859
	Iteration 68Q: 3 clusters Score -611685.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -611692.500000 Penalty: 891.755859
	Iteration 69Q: 3 clusters Score -611692.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -611694.562500 Penalty: 891.755859
	Iteration 70Q: 3 clusters Score -611694.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -611694.937500 Penalty: 891.755859
	Iteration 71Q: 3 clusters Score -611694.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -611695.875000 Penalty: 891.755859
	Iteration 72Q: 3 clusters Score -611695.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -611698.187500 Penalty: 891.755859
	Iteration 73Q: 3 clusters Score -611698.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -611698.875000 Penalty: 891.755859
	Iteration 74Q: 3 clusters Score -611698.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -611700.187500 Penalty: 891.755859
	Iteration 75Q: 3 clusters Score -611700.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -611702.312500 Penalty: 891.755859
	Iteration 76Q: 3 clusters Score -611702.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 17428 members 
Entering Unmasked Estep 
Score: -611702.687500 Penalty: 891.755859
	Iteration 77Q: 3 clusters Score -611702.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -611702.875000 Penalty: 891.755859
	Iteration 78Q: 3 clusters Score -611702.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -611702.750000 Penalty: 891.755859
	Iteration 79Q: 3 clusters Score -611702.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -611703.562500 Penalty: 891.755859
	Iteration 80F: 3 clusters Score -611703.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -611703.062500 Penalty: 891.755859
	Iteration 81Q: 3 clusters Score -611703.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -611702.812500 Penalty: 891.755859
	Iteration 82Q: 3 clusters Score -611702.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -611703.250000 Penalty: 891.755859
	Iteration 83Q: 3 clusters Score -611703.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -611703.312500 Penalty: 891.755859
	Iteration 84Q: 3 clusters Score -611703.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -611703.312500 Penalty: 891.755859
	Iteration 85F: 3 clusters Score -611703.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Entering Unmasked Estep 
Score: -413155.375000 Penalty: 435.226776
	Iteration 0F: 2 clusters Score -413155.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -403701.093750 Penalty: 870.453552
	Iteration 0F: 3 clusters Score -403701.1 nChanged 6756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -408140.156250 Penalty: 870.453552
	Iteration 1F: 3 clusters Score -408140.2 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -408856.312500 Penalty: 870.453552
	Iteration 2F: 3 clusters Score -408856.3 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -409566.000000 Penalty: 870.453552
	Iteration 3F: 3 clusters Score -409566 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -410214.281250 Penalty: 870.453552
	Iteration 4F: 3 clusters Score -410214.3 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -410709.062500 Penalty: 870.453552
	Iteration 5F: 3 clusters Score -410709.1 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -411002.437500 Penalty: 870.453552
	Iteration 6Q: 3 clusters Score -411002.4 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -411159.437500 Penalty: 870.453552
	Iteration 7Q: 3 clusters Score -411159.4 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -411294.937500 Penalty: 870.453552
	Iteration 8Q: 3 clusters Score -411294.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -411418.718750 Penalty: 870.453552
	Iteration 9Q: 3 clusters Score -411418.7 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -411537.843750 Penalty: 870.453552
	Iteration 10Q: 3 clusters Score -411537.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -411647.531250 Penalty: 870.453552
	Iteration 11Q: 3 clusters Score -411647.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -411767.406250 Penalty: 870.453552
	Iteration 12Q: 3 clusters Score -411767.4 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -411906.437500 Penalty: 870.453552
	Iteration 13Q: 3 clusters Score -411906.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -412032.625000 Penalty: 870.453552
	Iteration 14Q: 3 clusters Score -412032.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -412159.281250 Penalty: 870.453552
	Iteration 15Q: 3 clusters Score -412159.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -412289.750000 Penalty: 870.453552
	Iteration 16Q: 3 clusters Score -412289.8 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -412398.750000 Penalty: 870.453552
	Iteration 17Q: 3 clusters Score -412398.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -412503.812500 Penalty: 870.453552
	Iteration 18Q: 3 clusters Score -412503.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -412595.312500 Penalty: 870.453552
	Iteration 19Q: 3 clusters Score -412595.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -412685.218750 Penalty: 870.453552
	Iteration 20F: 3 clusters Score -412685.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -412767.093750 Penalty: 870.453552
	Iteration 21Q: 3 clusters Score -412767.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -412811.937500 Penalty: 870.453552
	Iteration 22Q: 3 clusters Score -412811.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -412853.125000 Penalty: 870.453552
	Iteration 23Q: 3 clusters Score -412853.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13752 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -412895.875000 Penalty: 870.453552
	Iteration 24Q: 3 clusters Score -412895.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -412931.343750 Penalty: 870.453552
	Iteration 25Q: 3 clusters Score -412931.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -412961.500000 Penalty: 870.453552
	Iteration 26Q: 3 clusters Score -412961.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -412985.906250 Penalty: 870.453552
	Iteration 27Q: 3 clusters Score -412985.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -413009.812500 Penalty: 870.453552
	Iteration 28Q: 3 clusters Score -413009.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -413027.312500 Penalty: 870.453552
	Iteration 29Q: 3 clusters Score -413027.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -413039.031250 Penalty: 870.453552
	Iteration 30Q: 3 clusters Score -413039 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -413046.968750 Penalty: 870.453552
	Iteration 31Q: 3 clusters Score -413047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -413055.468750 Penalty: 870.453552
	Iteration 32Q: 3 clusters Score -413055.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -413061.281250 Penalty: 870.453552
	Iteration 33Q: 3 clusters Score -413061.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -413063.593750 Penalty: 870.453552
	Iteration 34Q: 3 clusters Score -413063.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -413068.500000 Penalty: 870.453552
	Iteration 35Q: 3 clusters Score -413068.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -413073.875000 Penalty: 870.453552
	Iteration 36Q: 3 clusters Score -413073.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -413075.906250 Penalty: 870.453552
	Iteration 37Q: 3 clusters Score -413075.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -413076.312500 Penalty: 870.453552
	Iteration 38Q: 3 clusters Score -413076.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -413076.593750 Penalty: 870.453552
	Iteration 39Q: 3 clusters Score -413076.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -413078.125000 Penalty: 870.453552
	Iteration 40F: 3 clusters Score -413078.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -413084.125000 Penalty: 870.453552
	Iteration 41Q: 3 clusters Score -413084.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -413088.312500 Penalty: 870.453552
	Iteration 42Q: 3 clusters Score -413088.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -413094.031250 Penalty: 870.453552
	Iteration 43Q: 3 clusters Score -413094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -413098.656250 Penalty: 870.453552
	Iteration 44Q: 3 clusters Score -413098.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -413105.312500 Penalty: 870.453552
	Iteration 45Q: 3 clusters Score -413105.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -413112.812500 Penalty: 870.453552
	Iteration 46Q: 3 clusters Score -413112.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -413115.812500 Penalty: 870.453552
	Iteration 47Q: 3 clusters Score -413115.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -413116.250000 Penalty: 870.453552
	Iteration 48Q: 3 clusters Score -413116.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -413117.781250 Penalty: 870.453552
	Iteration 49Q: 3 clusters Score -413117.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13891 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -413117.656250 Penalty: 870.453552
	Iteration 50Q: 3 clusters Score -413117.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -413117.343750 Penalty: 870.453552
	Iteration 51Q: 3 clusters Score -413117.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -413117.562500 Penalty: 870.453552
	Iteration 52Q: 3 clusters Score -413117.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -413117.562500 Penalty: 870.453552
	Iteration 53Q: 3 clusters Score -413117.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -413128.750000 Penalty: 870.453552
	Iteration 54F: 3 clusters Score -413128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -413136.500000 Penalty: 870.453552
	Iteration 55Q: 3 clusters Score -413136.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -413142.250000 Penalty: 870.453552
	Iteration 56Q: 3 clusters Score -413142.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -413148.562500 Penalty: 870.453552
	Iteration 57Q: 3 clusters Score -413148.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -413153.218750 Penalty: 870.453552
	Iteration 58Q: 3 clusters Score -413153.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -413156.968750 Penalty: 870.453552
	Iteration 59Q: 3 clusters Score -413157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -413161.562500 Penalty: 870.453552
	Iteration 60F: 3 clusters Score -413161.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -413165.156250 Penalty: 870.453552
	Iteration 61Q: 3 clusters Score -413165.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -413165.218750 Penalty: 870.453552
	Iteration 62Q: 3 clusters Score -413165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -413168.812500 Penalty: 870.453552
	Iteration 63Q: 3 clusters Score -413168.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -413169.062500 Penalty: 870.453552
	Iteration 64Q: 3 clusters Score -413169.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -413169.281250 Penalty: 870.453552
	Iteration 65Q: 3 clusters Score -413169.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -413169.406250 Penalty: 870.453552
	Iteration 66Q: 3 clusters Score -413169.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -413169.406250 Penalty: 870.453552
	Iteration 67F: 3 clusters Score -413169.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 2413 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 575 members 
Mstep: Class 6 contains 26576 members 
Mstep: Class 7 contains 1836 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 156368 members 
Mstep: Class 10 contains 464 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 31343 members 
Mstep: Class 13 contains 18025 members 
Mstep: Class 14 contains 13938 members 
Mstep: Class 16 contains 138079 members 
Mstep: Class 17 contains 16930 members 
Mstep: Class 18 contains 5342 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 6594 members 
Mstep: Class 22 contains 7573 members 
Mstep: Class 23 contains 33727 members 
Entering Unmasked Estep 
Score: -15718169.000000 Penalty: 13180.710938
Splitting cluster 14 changes total score from -15718109.000000 to -15718169.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 16 (138079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138079 members 
Entering Unmasked Estep 
Score: -4486450.500000 Penalty: 538.518921
	Iteration 0F: 2 clusters Score -4486450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69074 members 
Mstep: Class 2 contains 69005 members 
Entering Unmasked Estep 
Score: -4392973.000000 Penalty: 1077.037842
	Iteration 0F: 3 clusters Score -4392973 nChanged 67682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69698 members 
Mstep: Class 2 contains 68381 members 
Entering Unmasked Estep 
Score: -4434418.000000 Penalty: 1077.037842
	Iteration 1F: 3 clusters Score -4434418 nChanged 6167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69169 members 
Mstep: Class 2 contains 68910 members 
Entering Unmasked Estep 
Score: -4436462.500000 Penalty: 1077.037842
	Iteration 2Q: 3 clusters Score -4436462 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68543 members 
Mstep: Class 2 contains 69536 members 
Entering Unmasked Estep 
Score: -4439083.000000 Penalty: 1077.037842
	Iteration 3Q: 3 clusters Score -4439083 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67963 members 
Mstep: Class 2 contains 70116 members 
Entering Unmasked Estep 
Score: -4442185.000000 Penalty: 1077.037842
	Iteration 4F: 3 clusters Score -4442185 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67827 members 
Mstep: Class 2 contains 70252 members 
Entering Unmasked Estep 
Score: -4445736.000000 Penalty: 1077.037842
	Iteration 5F: 3 clusters Score -4445736 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 69572 members 
Entering Unmasked Estep 
Score: -4449561.500000 Penalty: 1077.037842
	Iteration 6F: 3 clusters Score -4449562 nChanged 6865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70016 members 
Mstep: Class 2 contains 68063 members 
Entering Unmasked Estep 
Score: -4453484.000000 Penalty: 1077.037842
	Iteration 7Q: 3 clusters Score -4453484 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72061 members 
Mstep: Class 2 contains 66018 members 
Entering Unmasked Estep 
Score: -4457052.000000 Penalty: 1077.037842
	Iteration 8Q: 3 clusters Score -4457052 nChanged 5910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 63740 members 
Entering Unmasked Estep 
Score: -4459928.500000 Penalty: 1077.037842
	Iteration 9Q: 3 clusters Score -4459928 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76494 members 
Mstep: Class 2 contains 61585 members 
Entering Unmasked Estep 
Score: -4461884.500000 Penalty: 1077.037842
	Iteration 10Q: 3 clusters Score -4461884 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78481 members 
Mstep: Class 2 contains 59598 members 
Entering Unmasked Estep 
Score: -4463201.000000 Penalty: 1077.037842
	Iteration 11Q: 3 clusters Score -4463201 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80299 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -4463966.500000 Penalty: 1077.037842
	Iteration 12Q: 3 clusters Score -4463966 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82040 members 
Mstep: Class 2 contains 56039 members 
Entering Unmasked Estep 
Score: -4464556.500000 Penalty: 1077.037842
	Iteration 13Q: 3 clusters Score -4464556 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83816 members 
Mstep: Class 2 contains 54263 members 
Entering Unmasked Estep 
Score: -4464979.500000 Penalty: 1077.037842
	Iteration 14Q: 3 clusters Score -4464980 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85669 members 
Mstep: Class 2 contains 52410 members 
Entering Unmasked Estep 
Score: -4465361.000000 Penalty: 1077.037842
	Iteration 15Q: 3 clusters Score -4465361 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87568 members 
Mstep: Class 2 contains 50511 members 
Entering Unmasked Estep 
Score: -4465771.500000 Penalty: 1077.037842
	Iteration 16Q: 3 clusters Score -4465772 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89613 members 
Mstep: Class 2 contains 48466 members 
Entering Unmasked Estep 
Score: -4466225.000000 Penalty: 1077.037842
	Iteration 17Q: 3 clusters Score -4466225 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91844 members 
Mstep: Class 2 contains 46235 members 
Entering Unmasked Estep 
Score: -4466769.500000 Penalty: 1077.037842
	Iteration 18Q: 3 clusters Score -4466770 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94214 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -4467371.500000 Penalty: 1077.037842
	Iteration 19Q: 3 clusters Score -4467372 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96690 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -4468015.000000 Penalty: 1077.037842
	Iteration 20F: 3 clusters Score -4468015 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99294 members 
Mstep: Class 2 contains 38785 members 
Entering Unmasked Estep 
Score: -4468807.500000 Penalty: 1077.037842
	Iteration 21Q: 3 clusters Score -4468808 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102181 members 
Mstep: Class 2 contains 35898 members 
Entering Unmasked Estep 
Score: -4469783.000000 Penalty: 1077.037842
	Iteration 22Q: 3 clusters Score -4469783 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105256 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -4470869.500000 Penalty: 1077.037842
	Iteration 23Q: 3 clusters Score -4470870 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108569 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -4472187.500000 Penalty: 1077.037842
	Iteration 24Q: 3 clusters Score -4472188 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111929 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -4473679.500000 Penalty: 1077.037842
	Iteration 25Q: 3 clusters Score -4473680 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115278 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -4475212.500000 Penalty: 1077.037842
	Iteration 26Q: 3 clusters Score -4475212 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118507 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -4476779.500000 Penalty: 1077.037842
	Iteration 27Q: 3 clusters Score -4476780 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121604 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -4478419.000000 Penalty: 1077.037842
	Iteration 28Q: 3 clusters Score -4478419 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124472 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -4480067.000000 Penalty: 1077.037842
	Iteration 29Q: 3 clusters Score -4480067 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127039 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -4481585.000000 Penalty: 1077.037842
	Iteration 30Q: 3 clusters Score -4481585 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129213 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -4482880.500000 Penalty: 1077.037842
	Iteration 31Q: 3 clusters Score -4482880 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130881 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -4483867.500000 Penalty: 1077.037842
	Iteration 32Q: 3 clusters Score -4483868 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132156 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -4484611.000000 Penalty: 1077.037842
	Iteration 33Q: 3 clusters Score -4484611 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133129 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -4485117.500000 Penalty: 1077.037842
	Iteration 34Q: 3 clusters Score -4485118 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133893 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -4485534.500000 Penalty: 1077.037842
	Iteration 35Q: 3 clusters Score -4485534 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134468 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -4485789.000000 Penalty: 1077.037842
	Iteration 36Q: 3 clusters Score -4485789 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134918 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -4485970.500000 Penalty: 1077.037842
	Iteration 37Q: 3 clusters Score -4485970 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135254 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -4486095.500000 Penalty: 1077.037842
	Iteration 38Q: 3 clusters Score -4486096 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135536 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -4486189.000000 Penalty: 1077.037842
	Iteration 39Q: 3 clusters Score -4486189 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135747 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -4486253.000000 Penalty: 1077.037842
	Iteration 40F: 3 clusters Score -4486253 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135897 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -4486285.000000 Penalty: 1077.037842
	Iteration 41Q: 3 clusters Score -4486285 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136004 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -4486305.000000 Penalty: 1077.037842
	Iteration 42Q: 3 clusters Score -4486305 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136084 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4486317.000000 Penalty: 1077.037842
	Iteration 43Q: 3 clusters Score -4486317 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136151 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -4486335.000000 Penalty: 1077.037842
	Iteration 44Q: 3 clusters Score -4486335 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136212 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4486341.500000 Penalty: 1077.037842
	Iteration 45Q: 3 clusters Score -4486342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136253 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4486342.500000 Penalty: 1077.037842
	Iteration 46Q: 3 clusters Score -4486342 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136296 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4486360.500000 Penalty: 1077.037842
	Iteration 47Q: 3 clusters Score -4486360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136328 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4486371.000000 Penalty: 1077.037842
	Iteration 48Q: 3 clusters Score -4486371 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136349 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -4486372.000000 Penalty: 1077.037842
	Iteration 49Q: 3 clusters Score -4486372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136370 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -4486370.000000 Penalty: 1077.037842
	Iteration 50Q: 3 clusters Score -4486370 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136400 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4486376.500000 Penalty: 1077.037842
	Iteration 51Q: 3 clusters Score -4486376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136421 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4486385.500000 Penalty: 1077.037842
	Iteration 52Q: 3 clusters Score -4486386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136438 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4486378.500000 Penalty: 1077.037842
	Iteration 53Q: 3 clusters Score -4486378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136458 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4486380.000000 Penalty: 1077.037842
	Iteration 54Q: 3 clusters Score -4486380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136479 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4486394.000000 Penalty: 1077.037842
	Iteration 55Q: 3 clusters Score -4486394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136495 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -4486395.500000 Penalty: 1077.037842
	Iteration 56Q: 3 clusters Score -4486396 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136514 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4486398.500000 Penalty: 1077.037842
	Iteration 57Q: 3 clusters Score -4486398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136534 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4486398.000000 Penalty: 1077.037842
	Iteration 58Q: 3 clusters Score -4486398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136547 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -4486390.500000 Penalty: 1077.037842
	Iteration 59Q: 3 clusters Score -4486390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136561 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -4486393.500000 Penalty: 1077.037842
	Iteration 60F: 3 clusters Score -4486394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136573 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4486395.500000 Penalty: 1077.037842
	Iteration 61Q: 3 clusters Score -4486396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136585 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -4486404.500000 Penalty: 1077.037842
	Iteration 62Q: 3 clusters Score -4486404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136593 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -4486402.500000 Penalty: 1077.037842
	Iteration 63Q: 3 clusters Score -4486402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136598 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4486409.000000 Penalty: 1077.037842
	Iteration 64Q: 3 clusters Score -4486409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136601 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4486412.500000 Penalty: 1077.037842
	Iteration 65Q: 3 clusters Score -4486412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136603 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -4486408.000000 Penalty: 1077.037842
	Iteration 66Q: 3 clusters Score -4486408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136604 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4486408.000000 Penalty: 1077.037842
	Iteration 67Q: 3 clusters Score -4486408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136606 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4486410.500000 Penalty: 1077.037842
	Iteration 68Q: 3 clusters Score -4486410 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136606 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -4486410.500000 Penalty: 1077.037842
	Iteration 69F: 3 clusters Score -4486410 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (16930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Entering Unmasked Estep 
Score: -553787.937500 Penalty: 443.026306
	Iteration 0F: 2 clusters Score -553787.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -542570.500000 Penalty: 886.052612
	Iteration 0F: 3 clusters Score -542570.5 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -548391.812500 Penalty: 886.052612
	Iteration 1F: 3 clusters Score -548391.8 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -549849.500000 Penalty: 886.052612
	Iteration 2F: 3 clusters Score -549849.5 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -551577.250000 Penalty: 886.052612
	Iteration 3F: 3 clusters Score -551577.2 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -553188.000000 Penalty: 886.052612
	Iteration 4F: 3 clusters Score -553188 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -553805.562500 Penalty: 886.052612
	Iteration 5Q: 3 clusters Score -553805.6 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -553926.812500 Penalty: 886.052612
	Iteration 6Q: 3 clusters Score -553926.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -553964.312500 Penalty: 886.052612
	Iteration 7Q: 3 clusters Score -553964.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -553987.062500 Penalty: 886.052612
	Iteration 8Q: 3 clusters Score -553987.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -553999.000000 Penalty: 886.052612
	Iteration 9Q: 3 clusters Score -553999 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -554005.625000 Penalty: 886.052612
	Iteration 10Q: 3 clusters Score -554005.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -554007.437500 Penalty: 886.052612
	Iteration 11Q: 3 clusters Score -554007.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -554008.312500 Penalty: 886.052612
	Iteration 12Q: 3 clusters Score -554008.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -554008.562500 Penalty: 886.052612
	Iteration 13Q: 3 clusters Score -554008.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -554008.562500 Penalty: 886.052612
	Iteration 14Q: 3 clusters Score -554008.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 12798 members 
Entering Unmasked Estep 
Score: -554007.500000 Penalty: 886.052612
	Iteration 15Q: 3 clusters Score -554007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -554007.250000 Penalty: 886.052612
	Iteration 16Q: 3 clusters Score -554007.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -554007.250000 Penalty: 886.052612
	Iteration 17F: 3 clusters Score -554007.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 2413 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 575 members 
Mstep: Class 6 contains 26576 members 
Mstep: Class 7 contains 1836 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 156368 members 
Mstep: Class 10 contains 464 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 31343 members 
Mstep: Class 13 contains 18025 members 
Mstep: Class 14 contains 13938 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 16 contains 138079 members 
Mstep: Class 17 contains 4131 members 
Mstep: Class 18 contains 5342 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 6594 members 
Mstep: Class 22 contains 7573 members 
Mstep: Class 23 contains 33727 members 
Entering Unmasked Estep 
Score: -15718214.000000 Penalty: 13779.833984
Splitting cluster 17 changes total score from -15718109.000000 to -15718214.000000
So it's getting split into cluster 15.
Entering ConstructFrom: 
Trying to split cluster 18 (5342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Entering Unmasked Estep 
Score: -157368.406250 Penalty: 390.542664
	Iteration 0F: 2 clusters Score -157368.4 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 2643 members 
Entering Unmasked Estep 
Score: -153816.187500 Penalty: 781.085327
	Iteration 0F: 3 clusters Score -153816.2 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -155302.343750 Penalty: 781.085327
	Iteration 1F: 3 clusters Score -155302.3 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -155531.281250 Penalty: 781.085327
	Iteration 2F: 3 clusters Score -155531.3 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -155782.187500 Penalty: 781.085327
	Iteration 3F: 3 clusters Score -155782.2 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -156015.875000 Penalty: 781.085327
	Iteration 4F: 3 clusters Score -156015.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -156230.500000 Penalty: 781.085327
	Iteration 5F: 3 clusters Score -156230.5 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -156387.593750 Penalty: 781.085327
	Iteration 6Q: 3 clusters Score -156387.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -156525.796875 Penalty: 781.085327
	Iteration 7Q: 3 clusters Score -156525.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -156616.734375 Penalty: 781.085327
	Iteration 8Q: 3 clusters Score -156616.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -156668.265625 Penalty: 781.085327
	Iteration 9Q: 3 clusters Score -156668.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -156717.375000 Penalty: 781.085327
	Iteration 10Q: 3 clusters Score -156717.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -156764.500000 Penalty: 781.085327
	Iteration 11Q: 3 clusters Score -156764.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -156801.421875 Penalty: 781.085327
	Iteration 12Q: 3 clusters Score -156801.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -156833.109375 Penalty: 781.085327
	Iteration 13Q: 3 clusters Score -156833.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -156859.593750 Penalty: 781.085327
	Iteration 14Q: 3 clusters Score -156859.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -156884.078125 Penalty: 781.085327
	Iteration 15Q: 3 clusters Score -156884.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -156904.703125 Penalty: 781.085327
	Iteration 16Q: 3 clusters Score -156904.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -156921.718750 Penalty: 781.085327
	Iteration 17Q: 3 clusters Score -156921.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -156948.109375 Penalty: 781.085327
	Iteration 18Q: 3 clusters Score -156948.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -156970.140625 Penalty: 781.085327
	Iteration 19Q: 3 clusters Score -156970.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -156984.187500 Penalty: 781.085327
	Iteration 20F: 3 clusters Score -156984.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -156998.078125 Penalty: 781.085327
	Iteration 21Q: 3 clusters Score -156998.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -157014.890625 Penalty: 781.085327
	Iteration 22Q: 3 clusters Score -157014.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -157029.171875 Penalty: 781.085327
	Iteration 23Q: 3 clusters Score -157029.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -157039.453125 Penalty: 781.085327
	Iteration 24Q: 3 clusters Score -157039.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -157047.125000 Penalty: 781.085327
	Iteration 25Q: 3 clusters Score -157047.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -157053.968750 Penalty: 781.085327
	Iteration 26Q: 3 clusters Score -157054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -157061.468750 Penalty: 781.085327
	Iteration 27Q: 3 clusters Score -157061.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -157066.250000 Penalty: 781.085327
	Iteration 28Q: 3 clusters Score -157066.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -157069.687500 Penalty: 781.085327
	Iteration 29Q: 3 clusters Score -157069.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -157072.828125 Penalty: 781.085327
	Iteration 30Q: 3 clusters Score -157072.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -157076.109375 Penalty: 781.085327
	Iteration 31Q: 3 clusters Score -157076.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -157079.328125 Penalty: 781.085327
	Iteration 32Q: 3 clusters Score -157079.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -157080.078125 Penalty: 781.085327
	Iteration 33Q: 3 clusters Score -157080.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -157082.265625 Penalty: 781.085327
	Iteration 34Q: 3 clusters Score -157082.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -157086.546875 Penalty: 781.085327
	Iteration 35Q: 3 clusters Score -157086.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -157091.312500 Penalty: 781.085327
	Iteration 36Q: 3 clusters Score -157091.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -157094.937500 Penalty: 781.085327
	Iteration 37Q: 3 clusters Score -157094.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -157099.421875 Penalty: 781.085327
	Iteration 38Q: 3 clusters Score -157099.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -157103.171875 Penalty: 781.085327
	Iteration 39Q: 3 clusters Score -157103.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -157104.140625 Penalty: 781.085327
	Iteration 40F: 3 clusters Score -157104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -157105.156250 Penalty: 781.085327
	Iteration 41Q: 3 clusters Score -157105.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -157105.890625 Penalty: 781.085327
	Iteration 42Q: 3 clusters Score -157105.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -157106.046875 Penalty: 781.085327
	Iteration 43Q: 3 clusters Score -157106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -157106.015625 Penalty: 781.085327
	Iteration 44Q: 3 clusters Score -157106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -157106.250000 Penalty: 781.085327
	Iteration 45Q: 3 clusters Score -157106.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -157106.250000 Penalty: 781.085327
	Iteration 46F: 3 clusters Score -157106.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Entering Unmasked Estep 
Score: -27318.712891 Penalty: 300.847870
	Iteration 0F: 2 clusters Score -27318.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -26649.849609 Penalty: 601.695740
	Iteration 0F: 3 clusters Score -26649.85 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -26822.181641 Penalty: 601.695740
	Iteration 1F: 3 clusters Score -26822.18 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26847.470703 Penalty: 601.695740
	Iteration 2F: 3 clusters Score -26847.47 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -26869.390625 Penalty: 601.695740
	Iteration 3Q: 3 clusters Score -26869.39 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -26889.353516 Penalty: 601.695740
	Iteration 4Q: 3 clusters Score -26889.35 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -26906.464844 Penalty: 601.695740
	Iteration 5Q: 3 clusters Score -26906.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -26916.087891 Penalty: 601.695740
	Iteration 6Q: 3 clusters Score -26916.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -26932.939453 Penalty: 601.695740
	Iteration 7Q: 3 clusters Score -26932.94 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -26955.218750 Penalty: 601.695740
	Iteration 8Q: 3 clusters Score -26955.22 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -26967.730469 Penalty: 601.695740
	Iteration 9Q: 3 clusters Score -26967.73 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -26975.220703 Penalty: 601.695740
	Iteration 10Q: 3 clusters Score -26975.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -26979.564453 Penalty: 601.695740
	Iteration 11Q: 3 clusters Score -26979.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -26987.796875 Penalty: 601.695740
	Iteration 12Q: 3 clusters Score -26987.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -26994.728516 Penalty: 601.695740
	Iteration 13Q: 3 clusters Score -26994.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -26999.644531 Penalty: 601.695740
	Iteration 14Q: 3 clusters Score -26999.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -27004.576172 Penalty: 601.695740
	Iteration 15Q: 3 clusters Score -27004.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -27007.931641 Penalty: 601.695740
	Iteration 16Q: 3 clusters Score -27007.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -27010.808594 Penalty: 601.695740
	Iteration 17Q: 3 clusters Score -27010.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -27015.800781 Penalty: 601.695740
	Iteration 18Q: 3 clusters Score -27015.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -27024.943359 Penalty: 601.695740
	Iteration 19Q: 3 clusters Score -27024.94 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -27032.607422 Penalty: 601.695740
	Iteration 20F: 3 clusters Score -27032.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -27040.708984 Penalty: 601.695740
	Iteration 21Q: 3 clusters Score -27040.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -27045.474609 Penalty: 601.695740
	Iteration 22Q: 3 clusters Score -27045.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -27048.044922 Penalty: 601.695740
	Iteration 23Q: 3 clusters Score -27048.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -27050.810547 Penalty: 601.695740
	Iteration 24Q: 3 clusters Score -27050.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -27052.619141 Penalty: 601.695740
	Iteration 25Q: 3 clusters Score -27052.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -27054.179688 Penalty: 601.695740
	Iteration 26Q: 3 clusters Score -27054.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27055.900391 Penalty: 601.695740
	Iteration 27Q: 3 clusters Score -27055.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -27055.900391 Penalty: 601.695740
	Iteration 28F: 3 clusters Score -27055.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Entering Unmasked Estep 
Score: -67043.382812 Penalty: 348.363342
	Iteration 0F: 2 clusters Score -67043.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -65535.300781 Penalty: 696.726685
	Iteration 0F: 3 clusters Score -65535.3 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -66065.250000 Penalty: 696.726685
	Iteration 1F: 3 clusters Score -66065.25 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -66172.992188 Penalty: 696.726685
	Iteration 2F: 3 clusters Score -66172.99 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -66241.437500 Penalty: 696.726685
	Iteration 3F: 3 clusters Score -66241.44 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -66304.820312 Penalty: 696.726685
	Iteration 4Q: 3 clusters Score -66304.82 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -66350.585938 Penalty: 696.726685
	Iteration 5Q: 3 clusters Score -66350.59 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -66384.531250 Penalty: 696.726685
	Iteration 6Q: 3 clusters Score -66384.53 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -66424.523438 Penalty: 696.726685
	Iteration 7Q: 3 clusters Score -66424.52 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -66463.937500 Penalty: 696.726685
	Iteration 8Q: 3 clusters Score -66463.94 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -66490.976562 Penalty: 696.726685
	Iteration 9Q: 3 clusters Score -66490.98 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -66511.515625 Penalty: 696.726685
	Iteration 10Q: 3 clusters Score -66511.52 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -66534.101562 Penalty: 696.726685
	Iteration 11Q: 3 clusters Score -66534.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -66555.843750 Penalty: 696.726685
	Iteration 12Q: 3 clusters Score -66555.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66578.976562 Penalty: 696.726685
	Iteration 13Q: 3 clusters Score -66578.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -66596.640625 Penalty: 696.726685
	Iteration 14Q: 3 clusters Score -66596.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -66612.851562 Penalty: 696.726685
	Iteration 15Q: 3 clusters Score -66612.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -66631.671875 Penalty: 696.726685
	Iteration 16Q: 3 clusters Score -66631.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -66646.445312 Penalty: 696.726685
	Iteration 17Q: 3 clusters Score -66646.45 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66666.195312 Penalty: 696.726685
	Iteration 18Q: 3 clusters Score -66666.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -66681.437500 Penalty: 696.726685
	Iteration 19Q: 3 clusters Score -66681.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66688.070312 Penalty: 696.726685
	Iteration 20F: 3 clusters Score -66688.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66694.742188 Penalty: 696.726685
	Iteration 21Q: 3 clusters Score -66694.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -66704.218750 Penalty: 696.726685
	Iteration 22Q: 3 clusters Score -66704.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -66716.875000 Penalty: 696.726685
	Iteration 23Q: 3 clusters Score -66716.88 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -66725.187500 Penalty: 696.726685
	Iteration 24Q: 3 clusters Score -66725.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66728.304688 Penalty: 696.726685
	Iteration 25Q: 3 clusters Score -66728.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -66731.171875 Penalty: 696.726685
	Iteration 26Q: 3 clusters Score -66731.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -66733.656250 Penalty: 696.726685
	Iteration 27Q: 3 clusters Score -66733.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -66740.273438 Penalty: 696.726685
	Iteration 28Q: 3 clusters Score -66740.27 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -66744.210938 Penalty: 696.726685
	Iteration 29Q: 3 clusters Score -66744.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -66746.664062 Penalty: 696.726685
	Iteration 30Q: 3 clusters Score -66746.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -66747.382812 Penalty: 696.726685
	Iteration 31Q: 3 clusters Score -66747.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -66751.734375 Penalty: 696.726685
	Iteration 32Q: 3 clusters Score -66751.73 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -66756.203125 Penalty: 696.726685
	Iteration 33Q: 3 clusters Score -66756.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -66760.132812 Penalty: 696.726685
	Iteration 34Q: 3 clusters Score -66760.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -66763.179688 Penalty: 696.726685
	Iteration 35Q: 3 clusters Score -66763.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -66764.171875 Penalty: 696.726685
	Iteration 36Q: 3 clusters Score -66764.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -66765.398438 Penalty: 696.726685
	Iteration 37Q: 3 clusters Score -66765.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -66767.421875 Penalty: 696.726685
	Iteration 38Q: 3 clusters Score -66767.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -66767.601562 Penalty: 696.726685
	Iteration 39Q: 3 clusters Score -66767.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -66767.601562 Penalty: 696.726685
	Iteration 40F: 3 clusters Score -66767.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (6594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Entering Unmasked Estep 
Score: -188784.671875 Penalty: 400.123169
	Iteration 0F: 2 clusters Score -188784.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -184377.046875 Penalty: 800.246338
	Iteration 0F: 3 clusters Score -184377 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -186492.625000 Penalty: 800.246338
	Iteration 1F: 3 clusters Score -186492.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -186939.218750 Penalty: 800.246338
	Iteration 2F: 3 clusters Score -186939.2 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -187311.328125 Penalty: 800.246338
	Iteration 3F: 3 clusters Score -187311.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -187580.515625 Penalty: 800.246338
	Iteration 4F: 3 clusters Score -187580.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -187764.312500 Penalty: 800.246338
	Iteration 5Q: 3 clusters Score -187764.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -187913.312500 Penalty: 800.246338
	Iteration 6Q: 3 clusters Score -187913.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -188050.843750 Penalty: 800.246338
	Iteration 7Q: 3 clusters Score -188050.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -188163.390625 Penalty: 800.246338
	Iteration 8Q: 3 clusters Score -188163.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -188248.921875 Penalty: 800.246338
	Iteration 9Q: 3 clusters Score -188248.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -188304.703125 Penalty: 800.246338
	Iteration 10Q: 3 clusters Score -188304.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -188343.312500 Penalty: 800.246338
	Iteration 11Q: 3 clusters Score -188343.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -188383.625000 Penalty: 800.246338
	Iteration 12Q: 3 clusters Score -188383.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -188421.593750 Penalty: 800.246338
	Iteration 13Q: 3 clusters Score -188421.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -188449.359375 Penalty: 800.246338
	Iteration 14Q: 3 clusters Score -188449.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -188474.000000 Penalty: 800.246338
	Iteration 15Q: 3 clusters Score -188474 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -188487.328125 Penalty: 800.246338
	Iteration 16Q: 3 clusters Score -188487.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -188495.953125 Penalty: 800.246338
	Iteration 17Q: 3 clusters Score -188496 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -188505.765625 Penalty: 800.246338
	Iteration 18Q: 3 clusters Score -188505.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -188520.062500 Penalty: 800.246338
	Iteration 19Q: 3 clusters Score -188520.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -188537.312500 Penalty: 800.246338
	Iteration 20F: 3 clusters Score -188537.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -188550.687500 Penalty: 800.246338
	Iteration 21Q: 3 clusters Score -188550.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -188563.328125 Penalty: 800.246338
	Iteration 22Q: 3 clusters Score -188563.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -188571.765625 Penalty: 800.246338
	Iteration 23Q: 3 clusters Score -188571.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -188576.765625 Penalty: 800.246338
	Iteration 24Q: 3 clusters Score -188576.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -188580.890625 Penalty: 800.246338
	Iteration 25Q: 3 clusters Score -188580.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -188583.937500 Penalty: 800.246338
	Iteration 26Q: 3 clusters Score -188583.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -188586.515625 Penalty: 800.246338
	Iteration 27Q: 3 clusters Score -188586.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -188588.890625 Penalty: 800.246338
	Iteration 28Q: 3 clusters Score -188588.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -188590.921875 Penalty: 800.246338
	Iteration 29Q: 3 clusters Score -188590.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -188592.578125 Penalty: 800.246338
	Iteration 30Q: 3 clusters Score -188592.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -188593.515625 Penalty: 800.246338
	Iteration 31Q: 3 clusters Score -188593.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -188594.078125 Penalty: 800.246338
	Iteration 32Q: 3 clusters Score -188594.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -188595.265625 Penalty: 800.246338
	Iteration 33Q: 3 clusters Score -188595.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -188595.843750 Penalty: 800.246338
	Iteration 34Q: 3 clusters Score -188595.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -188598.703125 Penalty: 800.246338
	Iteration 35Q: 3 clusters Score -188598.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -188600.015625 Penalty: 800.246338
	Iteration 36Q: 3 clusters Score -188600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -188601.625000 Penalty: 800.246338
	Iteration 37Q: 3 clusters Score -188601.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -188603.203125 Penalty: 800.246338
	Iteration 38Q: 3 clusters Score -188603.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -188604.000000 Penalty: 800.246338
	Iteration 39Q: 3 clusters Score -188604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -188604.343750 Penalty: 800.246338
	Iteration 40F: 3 clusters Score -188604.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -188605.312500 Penalty: 800.246338
	Iteration 41Q: 3 clusters Score -188605.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -188606.609375 Penalty: 800.246338
	Iteration 42Q: 3 clusters Score -188606.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -188608.125000 Penalty: 800.246338
	Iteration 43Q: 3 clusters Score -188608.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -188609.875000 Penalty: 800.246338
	Iteration 44Q: 3 clusters Score -188609.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -188611.734375 Penalty: 800.246338
	Iteration 45Q: 3 clusters Score -188611.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -188612.875000 Penalty: 800.246338
	Iteration 46Q: 3 clusters Score -188612.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -188614.828125 Penalty: 800.246338
	Iteration 47Q: 3 clusters Score -188614.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -188617.609375 Penalty: 800.246338
	Iteration 48Q: 3 clusters Score -188617.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -188622.234375 Penalty: 800.246338
	Iteration 49Q: 3 clusters Score -188622.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -188626.625000 Penalty: 800.246338
	Iteration 50Q: 3 clusters Score -188626.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -188630.468750 Penalty: 800.246338
	Iteration 51Q: 3 clusters Score -188630.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -188635.656250 Penalty: 800.246338
	Iteration 52Q: 3 clusters Score -188635.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -188640.406250 Penalty: 800.246338
	Iteration 53Q: 3 clusters Score -188640.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -188648.062500 Penalty: 800.246338
	Iteration 54Q: 3 clusters Score -188648.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -188656.140625 Penalty: 800.246338
	Iteration 55Q: 3 clusters Score -188656.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -188664.500000 Penalty: 800.246338
	Iteration 56Q: 3 clusters Score -188664.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -188671.015625 Penalty: 800.246338
	Iteration 57Q: 3 clusters Score -188671 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -188679.453125 Penalty: 800.246338
	Iteration 58Q: 3 clusters Score -188679.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -188686.734375 Penalty: 800.246338
	Iteration 59Q: 3 clusters Score -188686.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -188693.000000 Penalty: 800.246338
	Iteration 60F: 3 clusters Score -188693 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -188698.500000 Penalty: 800.246338
	Iteration 61Q: 3 clusters Score -188698.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -188702.296875 Penalty: 800.246338
	Iteration 62Q: 3 clusters Score -188702.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -188707.546875 Penalty: 800.246338
	Iteration 63Q: 3 clusters Score -188707.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -188710.890625 Penalty: 800.246338
	Iteration 64Q: 3 clusters Score -188710.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -188715.984375 Penalty: 800.246338
	Iteration 65Q: 3 clusters Score -188716 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -188723.140625 Penalty: 800.246338
	Iteration 66Q: 3 clusters Score -188723.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -188733.015625 Penalty: 800.246338
	Iteration 67Q: 3 clusters Score -188733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -188740.062500 Penalty: 800.246338
	Iteration 68Q: 3 clusters Score -188740.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -188745.906250 Penalty: 800.246338
	Iteration 69Q: 3 clusters Score -188745.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -188750.734375 Penalty: 800.246338
	Iteration 70Q: 3 clusters Score -188750.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -188757.625000 Penalty: 800.246338
	Iteration 71Q: 3 clusters Score -188757.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -188762.734375 Penalty: 800.246338
	Iteration 72Q: 3 clusters Score -188762.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -188768.234375 Penalty: 800.246338
	Iteration 73Q: 3 clusters Score -188768.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -188772.046875 Penalty: 800.246338
	Iteration 74Q: 3 clusters Score -188772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -188777.171875 Penalty: 800.246338
	Iteration 75Q: 3 clusters Score -188777.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -188780.515625 Penalty: 800.246338
	Iteration 76Q: 3 clusters Score -188780.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -188783.625000 Penalty: 800.246338
	Iteration 77Q: 3 clusters Score -188783.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -188784.328125 Penalty: 800.246338
	Iteration 78Q: 3 clusters Score -188784.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -188785.843750 Penalty: 800.246338
	Iteration 79Q: 3 clusters Score -188785.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -188786.125000 Penalty: 800.246338
	Iteration 80F: 3 clusters Score -188786.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -188786.796875 Penalty: 800.246338
	Iteration 81Q: 3 clusters Score -188786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -188787.328125 Penalty: 800.246338
	Iteration 82Q: 3 clusters Score -188787.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -188788.515625 Penalty: 800.246338
	Iteration 83Q: 3 clusters Score -188788.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -188790.046875 Penalty: 800.246338
	Iteration 84Q: 3 clusters Score -188790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -188792.593750 Penalty: 800.246338
	Iteration 85Q: 3 clusters Score -188792.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -188795.968750 Penalty: 800.246338
	Iteration 86Q: 3 clusters Score -188796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -188798.593750 Penalty: 800.246338
	Iteration 87Q: 3 clusters Score -188798.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -188801.078125 Penalty: 800.246338
	Iteration 88Q: 3 clusters Score -188801.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -188802.531250 Penalty: 800.246338
	Iteration 89Q: 3 clusters Score -188802.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -188803.765625 Penalty: 800.246338
	Iteration 90Q: 3 clusters Score -188803.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -188804.359375 Penalty: 800.246338
	Iteration 91Q: 3 clusters Score -188804.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -188806.531250 Penalty: 800.246338
	Iteration 92Q: 3 clusters Score -188806.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -188809.734375 Penalty: 800.246338
	Iteration 93Q: 3 clusters Score -188809.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -188811.093750 Penalty: 800.246338
	Iteration 94Q: 3 clusters Score -188811.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -188812.343750 Penalty: 800.246338
	Iteration 95Q: 3 clusters Score -188812.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -188813.000000 Penalty: 800.246338
	Iteration 96Q: 3 clusters Score -188813 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -188815.453125 Penalty: 800.246338
	Iteration 97Q: 3 clusters Score -188815.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -188817.296875 Penalty: 800.246338
	Iteration 98Q: 3 clusters Score -188817.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -188818.875000 Penalty: 800.246338
	Iteration 99Q: 3 clusters Score -188818.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -188820.265625 Penalty: 800.246338
	Iteration 100F: 3 clusters Score -188820.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -188821.343750 Penalty: 800.246338
	Iteration 101Q: 3 clusters Score -188821.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -188821.812500 Penalty: 800.246338
	Iteration 102Q: 3 clusters Score -188821.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -188822.312500 Penalty: 800.246338
	Iteration 103Q: 3 clusters Score -188822.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -188822.906250 Penalty: 800.246338
	Iteration 104Q: 3 clusters Score -188822.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -188822.484375 Penalty: 800.246338
	Iteration 105Q: 3 clusters Score -188822.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -188822.781250 Penalty: 800.246338
	Iteration 106Q: 3 clusters Score -188822.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -188823.500000 Penalty: 800.246338
	Iteration 107Q: 3 clusters Score -188823.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -188823.812500 Penalty: 800.246338
	Iteration 108Q: 3 clusters Score -188823.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -188823.359375 Penalty: 800.246338
	Iteration 109Q: 3 clusters Score -188823.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -188823.359375 Penalty: 800.246338
	Iteration 110F: 3 clusters Score -188823.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 2413 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 575 members 
Mstep: Class 6 contains 26576 members 
Mstep: Class 7 contains 1836 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 156368 members 
Mstep: Class 10 contains 464 members 
Mstep: Class 11 contains 325 members 
Mstep: Class 12 contains 31343 members 
Mstep: Class 13 contains 18025 members 
Mstep: Class 14 contains 13938 members 
Mstep: Class 15 contains 12799 members 
Mstep: Class 16 contains 138079 members 
Mstep: Class 17 contains 4131 members 
Mstep: Class 18 contains 5342 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 5245 members 
Mstep: Class 22 contains 7573 members 
Mstep: Class 23 contains 33727 members 
Mstep: Class 24 contains 1349 members 
Entering Unmasked Estep 
Score: -15718081.000000 Penalty: 14378.957031
Splitting cluster 21 changes total score from -15718109.000000 to -15718081.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (7573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Entering Unmasked Estep 
Score: -252084.203125 Penalty: 406.421661
	Iteration 0F: 2 clusters Score -252084.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -247076.328125 Penalty: 812.843323
	Iteration 0F: 3 clusters Score -247076.3 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -249304.609375 Penalty: 812.843323
	Iteration 1F: 3 clusters Score -249304.6 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -249648.718750 Penalty: 812.843323
	Iteration 2F: 3 clusters Score -249648.7 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -250056.406250 Penalty: 812.843323
	Iteration 3F: 3 clusters Score -250056.4 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -250508.250000 Penalty: 812.843323
	Iteration 4F: 3 clusters Score -250508.2 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -250971.437500 Penalty: 812.843323
	Iteration 5F: 3 clusters Score -250971.4 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -251298.250000 Penalty: 812.843323
	Iteration 6Q: 3 clusters Score -251298.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -251506.718750 Penalty: 812.843323
	Iteration 7Q: 3 clusters Score -251506.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -251601.140625 Penalty: 812.843323
	Iteration 8Q: 3 clusters Score -251601.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -251647.406250 Penalty: 812.843323
	Iteration 9Q: 3 clusters Score -251647.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -251679.390625 Penalty: 812.843323
	Iteration 10Q: 3 clusters Score -251679.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -251696.890625 Penalty: 812.843323
	Iteration 11Q: 3 clusters Score -251696.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -251705.296875 Penalty: 812.843323
	Iteration 12Q: 3 clusters Score -251705.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -251710.031250 Penalty: 812.843323
	Iteration 13Q: 3 clusters Score -251710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -251712.359375 Penalty: 812.843323
	Iteration 14Q: 3 clusters Score -251712.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -251716.484375 Penalty: 812.843323
	Iteration 15Q: 3 clusters Score -251716.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -251719.312500 Penalty: 812.843323
	Iteration 16Q: 3 clusters Score -251719.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -251720.781250 Penalty: 812.843323
	Iteration 17Q: 3 clusters Score -251720.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -251720.781250 Penalty: 812.843323
	Iteration 18F: 3 clusters Score -251720.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (33727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33727 members 
Entering Unmasked Estep 
Score: -1057072.625000 Penalty: 474.385468
	Iteration 0F: 2 clusters Score -1057073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -1034564.750000 Penalty: 948.770935
	Iteration 0F: 3 clusters Score -1034565 nChanged 16172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1044742.312500 Penalty: 948.770935
	Iteration 1F: 3 clusters Score -1044742 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -1045990.750000 Penalty: 948.770935
	Iteration 2F: 3 clusters Score -1045991 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -1047492.375000 Penalty: 948.770935
	Iteration 3F: 3 clusters Score -1047492 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -1049067.250000 Penalty: 948.770935
	Iteration 4F: 3 clusters Score -1049067 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -1050513.250000 Penalty: 948.770935
	Iteration 5F: 3 clusters Score -1050513 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -1051505.000000 Penalty: 948.770935
	Iteration 6F: 3 clusters Score -1051505 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1051972.875000 Penalty: 948.770935
	Iteration 7Q: 3 clusters Score -1051973 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -1052152.875000 Penalty: 948.770935
	Iteration 8Q: 3 clusters Score -1052153 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 17027 members 
Entering Unmasked Estep 
Score: -1052252.500000 Penalty: 948.770935
	Iteration 9Q: 3 clusters Score -1052252 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -1052322.250000 Penalty: 948.770935
	Iteration 10Q: 3 clusters Score -1052322 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -1052375.125000 Penalty: 948.770935
	Iteration 11Q: 3 clusters Score -1052375 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -1052432.375000 Penalty: 948.770935
	Iteration 12Q: 3 clusters Score -1052432 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -1052475.750000 Penalty: 948.770935
	Iteration 13Q: 3 clusters Score -1052476 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -1052537.750000 Penalty: 948.770935
	Iteration 14Q: 3 clusters Score -1052538 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -1052593.375000 Penalty: 948.770935
	Iteration 15Q: 3 clusters Score -1052593 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -1052641.000000 Penalty: 948.770935
	Iteration 16Q: 3 clusters Score -1052641 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 18346 members 
Entering Unmasked Estep 
Score: -1052697.375000 Penalty: 948.770935
	Iteration 17Q: 3 clusters Score -1052697 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -1052760.500000 Penalty: 948.770935
	Iteration 18Q: 3 clusters Score -1052760 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -1052816.125000 Penalty: 948.770935
	Iteration 19Q: 3 clusters Score -1052816 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -1052887.250000 Penalty: 948.770935
	Iteration 20F: 3 clusters Score -1052887 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -1052963.375000 Penalty: 948.770935
	Iteration 21Q: 3 clusters Score -1052963 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -1053033.750000 Penalty: 948.770935
	Iteration 22Q: 3 clusters Score -1053034 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -1053127.500000 Penalty: 948.770935
	Iteration 23Q: 3 clusters Score -1053128 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -1053213.750000 Penalty: 948.770935
	Iteration 24Q: 3 clusters Score -1053214 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -1053304.875000 Penalty: 948.770935
	Iteration 25Q: 3 clusters Score -1053305 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 20768 members 
Entering Unmasked Estep 
Score: -1053393.000000 Penalty: 948.770935
	Iteration 26Q: 3 clusters Score -1053393 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -1053497.750000 Penalty: 948.770935
	Iteration 27Q: 3 clusters Score -1053498 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -1053581.375000 Penalty: 948.770935
	Iteration 28Q: 3 clusters Score -1053581 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -1053650.000000 Penalty: 948.770935
	Iteration 29Q: 3 clusters Score -1053650 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -1053713.000000 Penalty: 948.770935
	Iteration 30Q: 3 clusters Score -1053713 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -1053782.750000 Penalty: 948.770935
	Iteration 31Q: 3 clusters Score -1053783 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -1053848.625000 Penalty: 948.770935
	Iteration 32Q: 3 clusters Score -1053849 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -1053918.875000 Penalty: 948.770935
	Iteration 33Q: 3 clusters Score -1053919 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -1053979.250000 Penalty: 948.770935
	Iteration 34Q: 3 clusters Score -1053979 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -1054040.125000 Penalty: 948.770935
	Iteration 35Q: 3 clusters Score -1054040 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -1054093.125000 Penalty: 948.770935
	Iteration 36Q: 3 clusters Score -1054093 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -1054136.750000 Penalty: 948.770935
	Iteration 37Q: 3 clusters Score -1054137 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -1054179.875000 Penalty: 948.770935
	Iteration 38Q: 3 clusters Score -1054180 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -1054240.500000 Penalty: 948.770935
	Iteration 39Q: 3 clusters Score -1054240 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -1054292.625000 Penalty: 948.770935
	Iteration 40F: 3 clusters Score -1054293 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -1054338.500000 Penalty: 948.770935
	Iteration 41Q: 3 clusters Score -1054338 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -1054380.875000 Penalty: 948.770935
	Iteration 42Q: 3 clusters Score -1054381 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -1054433.250000 Penalty: 948.770935
	Iteration 43Q: 3 clusters Score -1054433 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -1054487.250000 Penalty: 948.770935
	Iteration 44Q: 3 clusters Score -1054487 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -1054545.375000 Penalty: 948.770935
	Iteration 45Q: 3 clusters Score -1054545 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -1054608.125000 Penalty: 948.770935
	Iteration 46Q: 3 clusters Score -1054608 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -1054660.250000 Penalty: 948.770935
	Iteration 47Q: 3 clusters Score -1054660 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -1054706.375000 Penalty: 948.770935
	Iteration 48Q: 3 clusters Score -1054706 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -1054759.375000 Penalty: 948.770935
	Iteration 49Q: 3 clusters Score -1054759 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 27622 members 
Entering Unmasked Estep 
Score: -1054815.250000 Penalty: 948.770935
	Iteration 50Q: 3 clusters Score -1054815 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 27885 members 
Entering Unmasked Estep 
Score: -1054869.125000 Penalty: 948.770935
	Iteration 51Q: 3 clusters Score -1054869 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -1054924.125000 Penalty: 948.770935
	Iteration 52Q: 3 clusters Score -1054924 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -1054978.750000 Penalty: 948.770935
	Iteration 53Q: 3 clusters Score -1054979 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -1055047.500000 Penalty: 948.770935
	Iteration 54Q: 3 clusters Score -1055048 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -1055115.500000 Penalty: 948.770935
	Iteration 55Q: 3 clusters Score -1055116 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 29195 members 
Entering Unmasked Estep 
Score: -1055182.625000 Penalty: 948.770935
	Iteration 56Q: 3 clusters Score -1055183 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 29461 members 
Entering Unmasked Estep 
Score: -1055247.125000 Penalty: 948.770935
	Iteration 57Q: 3 clusters Score -1055247 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 29708 members 
Entering Unmasked Estep 
Score: -1055310.250000 Penalty: 948.770935
	Iteration 58Q: 3 clusters Score -1055310 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -1055373.625000 Penalty: 948.770935
	Iteration 59Q: 3 clusters Score -1055374 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -1055438.750000 Penalty: 948.770935
	Iteration 60F: 3 clusters Score -1055439 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -1055510.625000 Penalty: 948.770935
	Iteration 61Q: 3 clusters Score -1055511 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -1055593.875000 Penalty: 948.770935
	Iteration 62Q: 3 clusters Score -1055594 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 30998 members 
Entering Unmasked Estep 
Score: -1055689.875000 Penalty: 948.770935
	Iteration 63Q: 3 clusters Score -1055690 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -1055781.750000 Penalty: 948.770935
	Iteration 64Q: 3 clusters Score -1055782 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -1055865.625000 Penalty: 948.770935
	Iteration 65Q: 3 clusters Score -1055866 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -1055939.625000 Penalty: 948.770935
	Iteration 66Q: 3 clusters Score -1055940 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -1056013.750000 Penalty: 948.770935
	Iteration 67Q: 3 clusters Score -1056014 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 32153 members 
Entering Unmasked Estep 
Score: -1056082.500000 Penalty: 948.770935
	Iteration 68Q: 3 clusters Score -1056082 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 32341 members 
Entering Unmasked Estep 
Score: -1056146.750000 Penalty: 948.770935
	Iteration 69Q: 3 clusters Score -1056147 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -1056224.500000 Penalty: 948.770935
	Iteration 70Q: 3 clusters Score -1056224 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 32677 members 
Entering Unmasked Estep 
Score: -1056300.250000 Penalty: 948.770935
	Iteration 71Q: 3 clusters Score -1056300 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -1056368.875000 Penalty: 948.770935
	Iteration 72Q: 3 clusters Score -1056369 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -1056431.125000 Penalty: 948.770935
	Iteration 73Q: 3 clusters Score -1056431 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -1056470.250000 Penalty: 948.770935
	Iteration 74Q: 3 clusters Score -1056470 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -1056504.125000 Penalty: 948.770935
	Iteration 75Q: 3 clusters Score -1056504 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -1056547.125000 Penalty: 948.770935
	Iteration 76Q: 3 clusters Score -1056547 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 33281 members 
Entering Unmasked Estep 
Score: -1056585.125000 Penalty: 948.770935
	Iteration 77Q: 3 clusters Score -1056585 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -1056612.625000 Penalty: 948.770935
	Iteration 78Q: 3 clusters Score -1056613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 33354 members 
Entering Unmasked Estep 
Score: -1056631.000000 Penalty: 948.770935
	Iteration 79Q: 3 clusters Score -1056631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -1056645.375000 Penalty: 948.770935
	Iteration 80F: 3 clusters Score -1056645 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -1056660.625000 Penalty: 948.770935
	Iteration 81Q: 3 clusters Score -1056661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 33411 members 
Entering Unmasked Estep 
Score: -1056676.625000 Penalty: 948.770935
	Iteration 82Q: 3 clusters Score -1056677 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -1056692.625000 Penalty: 948.770935
	Iteration 83Q: 3 clusters Score -1056693 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -1056702.375000 Penalty: 948.770935
	Iteration 84Q: 3 clusters Score -1056702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -1056709.375000 Penalty: 948.770935
	Iteration 85Q: 3 clusters Score -1056709 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -1056713.875000 Penalty: 948.770935
	Iteration 86Q: 3 clusters Score -1056714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -1056717.000000 Penalty: 948.770935
	Iteration 87Q: 3 clusters Score -1056717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 33431 members 
Entering Unmasked Estep 
Score: -1056718.000000 Penalty: 948.770935
	Iteration 88Q: 3 clusters Score -1056718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -1056719.375000 Penalty: 948.770935
	Iteration 89Q: 3 clusters Score -1056719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 33425 members 
Entering Unmasked Estep 
Score: -1056720.000000 Penalty: 948.770935
	Iteration 90Q: 3 clusters Score -1056720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -1056719.500000 Penalty: 948.770935
	Iteration 91Q: 3 clusters Score -1056720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -1056719.500000 Penalty: 948.770935
	Iteration 92F: 3 clusters Score -1056720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 2413 members 
Mstep: Class 3 contains 3004 members 
Mstep: Class 4 contains 7325 members 
Mstep: Class 5 contains 575 members 
Mstep: Class 6 contains 26576 members 
Mstep: Class 8 contains 7401 members 
Mstep: Class 9 contains 156368 members 
Mstep: Class 10 contains 464 members 
Mstep: Class 12 contains 31343 members 
Mstep: Class 13 contains 18025 members 
Mstep: Class 14 contains 13938 members 
Mstep: Class 16 contains 138079 members 
Mstep: Class 17 contains 4131 members 
Mstep: Class 18 contains 5342 members 
Mstep: Class 19 contains 744 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 6594 members 
Mstep: Class 22 contains 7573 members 
Mstep: Class 23 contains 33727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15719029.000000 Penalty: 13779.833984
Iteration 39Q: 24 clusters Score -1.571903e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 42376 members 
Mstep: Class 2 contains 2309 members 
Mstep: Class 3 contains 3010 members 
Mstep: Class 4 contains 7225 members 
Mstep: Class 5 contains 579 members 
Mstep: Class 6 contains 26592 members 
Mstep: Class 7 contains 2025 members 
Mstep: Class 8 contains 7427 members 
Mstep: Class 9 contains 156400 members 
Mstep: Class 10 contains 458 members 
Mstep: Class 11 contains 326 members 
Mstep: Class 12 contains 31378 members 
Mstep: Class 13 contains 18086 members 
Mstep: Class 14 contains 13597 members 
Mstep: Class 15 contains 12696 members 
Mstep: Class 16 contains 138215 members 
Mstep: Class 17 contains 4119 members 
Mstep: Class 18 contains 5381 members 
Mstep: Class 19 contains 729 members 
Mstep: Class 20 contains 2118 members 
Mstep: Class 21 contains 6603 members 
Mstep: Class 22 contains 7527 members 
Mstep: Class 23 contains 33850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15720216.000000 Penalty: 13779.833984
Iteration 40F: 24 clusters Score -1.572022e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 63 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 2228 members 
Mstep: Class 3 contains 3007 members 
Mstep: Class 4 contains 7179 members 
Mstep: Class 5 contains 588 members 
Mstep: Class 6 contains 26341 members 
Mstep: Class 7 contains 2211 members 
Mstep: Class 8 contains 7469 members 
Mstep: Class 9 contains 156237 members 
Mstep: Class 10 contains 447 members 
Mstep: Class 11 contains 510 members 
Mstep: Class 12 contains 31425 members 
Mstep: Class 13 contains 18133 members 
Mstep: Class 14 contains 13285 members 
Mstep: Class 15 contains 13022 members 
Mstep: Class 16 contains 138268 members 
Mstep: Class 17 contains 4135 members 
Mstep: Class 18 contains 5399 members 
Mstep: Class 19 contains 723 members 
Mstep: Class 20 contains 2112 members 
Mstep: Class 21 contains 6583 members 
Mstep: Class 22 contains 7460 members 
Mstep: Class 23 contains 33896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721043.000000 Penalty: 13779.833984
Iteration 41Q: 24 clusters Score -1.572104e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 42415 members 
Mstep: Class 2 contains 2163 members 
Mstep: Class 3 contains 3002 members 
Mstep: Class 4 contains 7168 members 
Mstep: Class 5 contains 600 members 
Mstep: Class 6 contains 26128 members 
Mstep: Class 7 contains 2384 members 
Mstep: Class 8 contains 7523 members 
Mstep: Class 9 contains 156093 members 
Mstep: Class 10 contains 440 members 
Mstep: Class 11 contains 641 members 
Mstep: Class 12 contains 31435 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 12985 members 
Mstep: Class 15 contains 13253 members 
Mstep: Class 16 contains 138315 members 
Mstep: Class 17 contains 4192 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 720 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 6558 members 
Mstep: Class 22 contains 7416 members 
Mstep: Class 23 contains 33940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721524.000000 Penalty: 13779.833984
Iteration 42Q: 24 clusters Score -1.572152e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 2120 members 
Mstep: Class 3 contains 2993 members 
Mstep: Class 4 contains 7162 members 
Mstep: Class 5 contains 616 members 
Mstep: Class 6 contains 25937 members 
Mstep: Class 7 contains 2542 members 
Mstep: Class 8 contains 7592 members 
Mstep: Class 9 contains 155953 members 
Mstep: Class 10 contains 435 members 
Mstep: Class 11 contains 726 members 
Mstep: Class 12 contains 31450 members 
Mstep: Class 13 contains 18166 members 
Mstep: Class 14 contains 12731 members 
Mstep: Class 15 contains 13461 members 
Mstep: Class 16 contains 138302 members 
Mstep: Class 17 contains 4251 members 
Mstep: Class 18 contains 5440 members 
Mstep: Class 19 contains 713 members 
Mstep: Class 20 contains 2106 members 
Mstep: Class 21 contains 6544 members 
Mstep: Class 22 contains 7371 members 
Mstep: Class 23 contains 34001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15721754.000000 Penalty: 13779.833984
Iteration 43Q: 24 clusters Score -1.572175e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 2084 members 
Mstep: Class 3 contains 2985 members 
Mstep: Class 4 contains 7144 members 
Mstep: Class 5 contains 624 members 
Mstep: Class 6 contains 25778 members 
Mstep: Class 7 contains 2677 members 
Mstep: Class 8 contains 7661 members 
Mstep: Class 9 contains 155797 members 
Mstep: Class 10 contains 427 members 
Mstep: Class 11 contains 796 members 
Mstep: Class 12 contains 31467 members 
Mstep: Class 13 contains 18163 members 
Mstep: Class 14 contains 12527 members 
Mstep: Class 15 contains 13655 members 
Mstep: Class 16 contains 138284 members 
Mstep: Class 17 contains 4307 members 
Mstep: Class 18 contains 5467 members 
Mstep: Class 19 contains 717 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 6525 members 
Mstep: Class 22 contains 7326 members 
Mstep: Class 23 contains 34074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15722050.000000 Penalty: 13779.833984
Iteration 44Q: 24 clusters Score -1.572205e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 42497 members 
Mstep: Class 2 contains 2045 members 
Mstep: Class 3 contains 2979 members 
Mstep: Class 4 contains 7120 members 
Mstep: Class 5 contains 633 members 
Mstep: Class 6 contains 25632 members 
Mstep: Class 7 contains 2793 members 
Mstep: Class 8 contains 7728 members 
Mstep: Class 9 contains 155644 members 
Mstep: Class 10 contains 423 members 
Mstep: Class 11 contains 848 members 
Mstep: Class 12 contains 31495 members 
Mstep: Class 13 contains 18163 members 
Mstep: Class 14 contains 12326 members 
Mstep: Class 15 contains 13853 members 
Mstep: Class 16 contains 138263 members 
Mstep: Class 17 contains 4373 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 728 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 6513 members 
Mstep: Class 22 contains 7278 members 
Mstep: Class 23 contains 34135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15722229.000000 Penalty: 13779.833984
Iteration 45Q: 24 clusters Score -1.572223e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 1998 members 
Mstep: Class 3 contains 2970 members 
Mstep: Class 4 contains 7105 members 
Mstep: Class 5 contains 637 members 
Mstep: Class 6 contains 25530 members 
Mstep: Class 7 contains 2932 members 
Mstep: Class 8 contains 7779 members 
Mstep: Class 9 contains 155478 members 
Mstep: Class 10 contains 413 members 
Mstep: Class 11 contains 893 members 
Mstep: Class 12 contains 31546 members 
Mstep: Class 13 contains 18155 members 
Mstep: Class 14 contains 12129 members 
Mstep: Class 15 contains 14046 members 
Mstep: Class 16 contains 138220 members 
Mstep: Class 17 contains 4428 members 
Mstep: Class 18 contains 5499 members 
Mstep: Class 19 contains 741 members 
Mstep: Class 20 contains 2100 members 
Mstep: Class 21 contains 6522 members 
Mstep: Class 22 contains 7208 members 
Mstep: Class 23 contains 34186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15722383.000000 Penalty: 13779.833984
Iteration 46Q: 24 clusters Score -1.572238e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 42587 members 
Mstep: Class 2 contains 1950 members 
Mstep: Class 3 contains 2966 members 
Mstep: Class 4 contains 7088 members 
Mstep: Class 5 contains 642 members 
Mstep: Class 6 contains 25454 members 
Mstep: Class 7 contains 3060 members 
Mstep: Class 8 contains 7832 members 
Mstep: Class 9 contains 155321 members 
Mstep: Class 10 contains 406 members 
Mstep: Class 11 contains 919 members 
Mstep: Class 12 contains 31584 members 
Mstep: Class 13 contains 18148 members 
Mstep: Class 14 contains 11950 members 
Mstep: Class 15 contains 14232 members 
Mstep: Class 16 contains 138144 members 
Mstep: Class 17 contains 4473 members 
Mstep: Class 18 contains 5524 members 
Mstep: Class 19 contains 763 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 6521 members 
Mstep: Class 22 contains 7148 members 
Mstep: Class 23 contains 34236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15722453.000000 Penalty: 13779.833984
Iteration 47Q: 24 clusters Score -1.572245e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 1895 members 
Mstep: Class 3 contains 2963 members 
Mstep: Class 4 contains 7078 members 
Mstep: Class 5 contains 646 members 
Mstep: Class 6 contains 25398 members 
Mstep: Class 7 contains 3161 members 
Mstep: Class 8 contains 7879 members 
Mstep: Class 9 contains 155142 members 
Mstep: Class 10 contains 399 members 
Mstep: Class 11 contains 945 members 
Mstep: Class 12 contains 31636 members 
Mstep: Class 13 contains 18139 members 
Mstep: Class 14 contains 11788 members 
Mstep: Class 15 contains 14425 members 
Mstep: Class 16 contains 138068 members 
Mstep: Class 17 contains 4504 members 
Mstep: Class 18 contains 5557 members 
Mstep: Class 19 contains 768 members 
Mstep: Class 20 contains 2109 members 
Mstep: Class 21 contains 6530 members 
Mstep: Class 22 contains 7075 members 
Mstep: Class 23 contains 34295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 595.471619 but Gain 599.123047
Score: -15722585.000000 Penalty: 13180.710938
Iteration 48Q: 23 clusters Score -1.572258e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 1838 members 
Mstep: Class 3 contains 2964 members 
Mstep: Class 4 contains 7076 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 25420 members 
Mstep: Class 7 contains 3252 members 
Mstep: Class 8 contains 7909 members 
Mstep: Class 9 contains 155087 members 
Mstep: Class 11 contains 970 members 
Mstep: Class 12 contains 31678 members 
Mstep: Class 13 contains 18131 members 
Mstep: Class 14 contains 11635 members 
Mstep: Class 15 contains 14664 members 
Mstep: Class 16 contains 138018 members 
Mstep: Class 17 contains 4529 members 
Mstep: Class 18 contains 5597 members 
Mstep: Class 19 contains 774 members 
Mstep: Class 20 contains 2111 members 
Mstep: Class 21 contains 6550 members 
Mstep: Class 22 contains 7009 members 
Mstep: Class 23 contains 34489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723082.000000 Penalty: 13180.710938
Iteration 49Q: 23 clusters Score -1.572308e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 1789 members 
Mstep: Class 3 contains 2965 members 
Mstep: Class 4 contains 7076 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 25358 members 
Mstep: Class 7 contains 3331 members 
Mstep: Class 8 contains 7930 members 
Mstep: Class 9 contains 154935 members 
Mstep: Class 11 contains 987 members 
Mstep: Class 12 contains 31726 members 
Mstep: Class 13 contains 18130 members 
Mstep: Class 14 contains 11488 members 
Mstep: Class 15 contains 14825 members 
Mstep: Class 16 contains 137975 members 
Mstep: Class 17 contains 4556 members 
Mstep: Class 18 contains 5624 members 
Mstep: Class 19 contains 777 members 
Mstep: Class 20 contains 2114 members 
Mstep: Class 21 contains 6534 members 
Mstep: Class 22 contains 6948 members 
Mstep: Class 23 contains 34576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723200.000000 Penalty: 13180.710938
Iteration 50Q: 23 clusters Score -1.57232e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 1733 members 
Mstep: Class 3 contains 2947 members 
Mstep: Class 4 contains 7076 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 25337 members 
Mstep: Class 7 contains 3414 members 
Mstep: Class 8 contains 7962 members 
Mstep: Class 9 contains 154782 members 
Mstep: Class 11 contains 1008 members 
Mstep: Class 12 contains 31745 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 11334 members 
Mstep: Class 15 contains 14962 members 
Mstep: Class 16 contains 137931 members 
Mstep: Class 17 contains 4586 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 775 members 
Mstep: Class 20 contains 2118 members 
Mstep: Class 21 contains 6529 members 
Mstep: Class 22 contains 6894 members 
Mstep: Class 23 contains 34662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723291.000000 Penalty: 13180.710938
Iteration 51Q: 23 clusters Score -1.572329e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 42871 members 
Mstep: Class 2 contains 1687 members 
Mstep: Class 3 contains 2935 members 
Mstep: Class 4 contains 7075 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 25297 members 
Mstep: Class 7 contains 3486 members 
Mstep: Class 8 contains 7996 members 
Mstep: Class 9 contains 154608 members 
Mstep: Class 11 contains 1023 members 
Mstep: Class 12 contains 31781 members 
Mstep: Class 13 contains 18126 members 
Mstep: Class 14 contains 11177 members 
Mstep: Class 15 contains 15096 members 
Mstep: Class 16 contains 137842 members 
Mstep: Class 17 contains 4623 members 
Mstep: Class 18 contains 5708 members 
Mstep: Class 19 contains 779 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 6555 members 
Mstep: Class 22 contains 6837 members 
Mstep: Class 23 contains 34772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723377.000000 Penalty: 13180.710938
Iteration 52Q: 23 clusters Score -1.572338e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 42920 members 
Mstep: Class 2 contains 1642 members 
Mstep: Class 3 contains 2927 members 
Mstep: Class 4 contains 7075 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 25264 members 
Mstep: Class 7 contains 3542 members 
Mstep: Class 8 contains 8044 members 
Mstep: Class 9 contains 154483 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 31813 members 
Mstep: Class 13 contains 18120 members 
Mstep: Class 14 contains 11036 members 
Mstep: Class 15 contains 15198 members 
Mstep: Class 16 contains 137774 members 
Mstep: Class 17 contains 4653 members 
Mstep: Class 18 contains 5740 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 2130 members 
Mstep: Class 21 contains 6568 members 
Mstep: Class 22 contains 6778 members 
Mstep: Class 23 contains 34872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723481.000000 Penalty: 13180.710938
Iteration 53Q: 23 clusters Score -1.572348e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 42960 members 
Mstep: Class 2 contains 1598 members 
Mstep: Class 3 contains 2915 members 
Mstep: Class 4 contains 7068 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 25274 members 
Mstep: Class 7 contains 3595 members 
Mstep: Class 8 contains 8081 members 
Mstep: Class 9 contains 154358 members 
Mstep: Class 11 contains 1042 members 
Mstep: Class 12 contains 31843 members 
Mstep: Class 13 contains 18120 members 
Mstep: Class 14 contains 10907 members 
Mstep: Class 15 contains 15293 members 
Mstep: Class 16 contains 137720 members 
Mstep: Class 17 contains 4679 members 
Mstep: Class 18 contains 5766 members 
Mstep: Class 19 contains 783 members 
Mstep: Class 20 contains 2133 members 
Mstep: Class 21 contains 6575 members 
Mstep: Class 22 contains 6732 members 
Mstep: Class 23 contains 34958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723530.000000 Penalty: 13180.710938
Iteration 54Q: 23 clusters Score -1.572353e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 1564 members 
Mstep: Class 3 contains 2903 members 
Mstep: Class 4 contains 7069 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 25266 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 8111 members 
Mstep: Class 9 contains 154223 members 
Mstep: Class 11 contains 1054 members 
Mstep: Class 12 contains 31877 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 10797 members 
Mstep: Class 15 contains 15394 members 
Mstep: Class 16 contains 137654 members 
Mstep: Class 17 contains 4708 members 
Mstep: Class 18 contains 5789 members 
Mstep: Class 19 contains 784 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 6578 members 
Mstep: Class 22 contains 6688 members 
Mstep: Class 23 contains 35043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723622.000000 Penalty: 13180.710938
Iteration 55Q: 23 clusters Score -1.572362e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 1528 members 
Mstep: Class 3 contains 2891 members 
Mstep: Class 4 contains 7069 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 25247 members 
Mstep: Class 7 contains 3703 members 
Mstep: Class 8 contains 8138 members 
Mstep: Class 9 contains 154110 members 
Mstep: Class 11 contains 1062 members 
Mstep: Class 12 contains 31908 members 
Mstep: Class 13 contains 18129 members 
Mstep: Class 14 contains 10723 members 
Mstep: Class 15 contains 15485 members 
Mstep: Class 16 contains 137599 members 
Mstep: Class 17 contains 4749 members 
Mstep: Class 18 contains 5807 members 
Mstep: Class 19 contains 782 members 
Mstep: Class 20 contains 2140 members 
Mstep: Class 21 contains 6562 members 
Mstep: Class 22 contains 6639 members 
Mstep: Class 23 contains 35108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723657.000000 Penalty: 13180.710938
Iteration 56Q: 23 clusters Score -1.572366e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 43046 members 
Mstep: Class 2 contains 1490 members 
Mstep: Class 3 contains 2885 members 
Mstep: Class 4 contains 7073 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 25242 members 
Mstep: Class 7 contains 3755 members 
Mstep: Class 8 contains 8151 members 
Mstep: Class 9 contains 153986 members 
Mstep: Class 11 contains 1079 members 
Mstep: Class 12 contains 31939 members 
Mstep: Class 13 contains 18136 members 
Mstep: Class 14 contains 10663 members 
Mstep: Class 15 contains 15562 members 
Mstep: Class 16 contains 137563 members 
Mstep: Class 17 contains 4774 members 
Mstep: Class 18 contains 5830 members 
Mstep: Class 19 contains 785 members 
Mstep: Class 20 contains 2140 members 
Mstep: Class 21 contains 6541 members 
Mstep: Class 22 contains 6581 members 
Mstep: Class 23 contains 35179 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723818.000000 Penalty: 13180.710938
Iteration 57Q: 23 clusters Score -1.572382e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 1447 members 
Mstep: Class 3 contains 2874 members 
Mstep: Class 4 contains 7074 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 25199 members 
Mstep: Class 7 contains 3819 members 
Mstep: Class 8 contains 8169 members 
Mstep: Class 9 contains 153839 members 
Mstep: Class 11 contains 1086 members 
Mstep: Class 12 contains 32000 members 
Mstep: Class 13 contains 18152 members 
Mstep: Class 14 contains 10592 members 
Mstep: Class 15 contains 15663 members 
Mstep: Class 16 contains 137501 members 
Mstep: Class 17 contains 4801 members 
Mstep: Class 18 contains 5843 members 
Mstep: Class 19 contains 790 members 
Mstep: Class 20 contains 2143 members 
Mstep: Class 21 contains 6542 members 
Mstep: Class 22 contains 6535 members 
Mstep: Class 23 contains 35246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15723928.000000 Penalty: 13180.710938
Iteration 58Q: 23 clusters Score -1.572393e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 43123 members 
Mstep: Class 2 contains 1396 members 
Mstep: Class 3 contains 2865 members 
Mstep: Class 4 contains 7075 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 25168 members 
Mstep: Class 7 contains 3870 members 
Mstep: Class 8 contains 8189 members 
Mstep: Class 9 contains 153699 members 
Mstep: Class 11 contains 1087 members 
Mstep: Class 12 contains 32051 members 
Mstep: Class 13 contains 18166 members 
Mstep: Class 14 contains 10511 members 
Mstep: Class 15 contains 15774 members 
Mstep: Class 16 contains 137459 members 
Mstep: Class 17 contains 4825 members 
Mstep: Class 18 contains 5872 members 
Mstep: Class 19 contains 793 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 6529 members 
Mstep: Class 22 contains 6492 members 
Mstep: Class 23 contains 35312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724006.000000 Penalty: 13180.710938
Iteration 59Q: 23 clusters Score -1.572401e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 1 contains 43161 members 
Mstep: Class 2 contains 1355 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 7067 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 25128 members 
Mstep: Class 7 contains 3918 members 
Mstep: Class 8 contains 8217 members 
Mstep: Class 9 contains 153544 members 
Mstep: Class 11 contains 1091 members 
Mstep: Class 12 contains 32104 members 
Mstep: Class 13 contains 18184 members 
Mstep: Class 14 contains 10438 members 
Mstep: Class 15 contains 15880 members 
Mstep: Class 16 contains 137412 members 
Mstep: Class 17 contains 4853 members 
Mstep: Class 18 contains 5885 members 
Mstep: Class 19 contains 803 members 
Mstep: Class 20 contains 2141 members 
Mstep: Class 21 contains 6519 members 
Mstep: Class 22 contains 6446 members 
Mstep: Class 23 contains 35386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724151.000000 Penalty: 13180.710938
Iteration 60F: 23 clusters Score -1.572415e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 52 members 
Mstep: Class 1 contains 43204 members 
Mstep: Class 2 contains 1297 members 
Mstep: Class 3 contains 2861 members 
Mstep: Class 4 contains 7057 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 25041 members 
Mstep: Class 7 contains 3990 members 
Mstep: Class 8 contains 8240 members 
Mstep: Class 9 contains 153369 members 
Mstep: Class 11 contains 1156 members 
Mstep: Class 12 contains 32176 members 
Mstep: Class 13 contains 18195 members 
Mstep: Class 14 contains 10339 members 
Mstep: Class 15 contains 16004 members 
Mstep: Class 16 contains 137374 members 
Mstep: Class 17 contains 4883 members 
Mstep: Class 18 contains 5901 members 
Mstep: Class 19 contains 823 members 
Mstep: Class 20 contains 2141 members 
Mstep: Class 21 contains 6497 members 
Mstep: Class 22 contains 6406 members 
Mstep: Class 23 contains 35450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724413.000000 Penalty: 13180.710938
Iteration 61Q: 23 clusters Score -1.572441e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 43276 members 
Mstep: Class 2 contains 1252 members 
Mstep: Class 3 contains 2866 members 
Mstep: Class 4 contains 7051 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 24974 members 
Mstep: Class 7 contains 4060 members 
Mstep: Class 8 contains 8251 members 
Mstep: Class 9 contains 153194 members 
Mstep: Class 11 contains 1181 members 
Mstep: Class 12 contains 32266 members 
Mstep: Class 13 contains 18210 members 
Mstep: Class 14 contains 10220 members 
Mstep: Class 15 contains 16127 members 
Mstep: Class 16 contains 137312 members 
Mstep: Class 17 contains 4908 members 
Mstep: Class 18 contains 5913 members 
Mstep: Class 19 contains 847 members 
Mstep: Class 20 contains 2143 members 
Mstep: Class 21 contains 6475 members 
Mstep: Class 22 contains 6375 members 
Mstep: Class 23 contains 35500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724553.000000 Penalty: 13180.710938
Iteration 62Q: 23 clusters Score -1.572455e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 43359 members 
Mstep: Class 2 contains 1209 members 
Mstep: Class 3 contains 2868 members 
Mstep: Class 4 contains 7037 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 24918 members 
Mstep: Class 7 contains 4138 members 
Mstep: Class 8 contains 8270 members 
Mstep: Class 9 contains 153008 members 
Mstep: Class 11 contains 1193 members 
Mstep: Class 12 contains 32359 members 
Mstep: Class 13 contains 18217 members 
Mstep: Class 14 contains 10100 members 
Mstep: Class 15 contains 16253 members 
Mstep: Class 16 contains 137240 members 
Mstep: Class 17 contains 4929 members 
Mstep: Class 18 contains 5917 members 
Mstep: Class 19 contains 877 members 
Mstep: Class 20 contains 2148 members 
Mstep: Class 21 contains 6476 members 
Mstep: Class 22 contains 6329 members 
Mstep: Class 23 contains 35554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724751.000000 Penalty: 13180.710938
Iteration 63Q: 23 clusters Score -1.572475e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 43463 members 
Mstep: Class 2 contains 1159 members 
Mstep: Class 3 contains 2869 members 
Mstep: Class 4 contains 7026 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 24867 members 
Mstep: Class 7 contains 4230 members 
Mstep: Class 8 contains 8282 members 
Mstep: Class 9 contains 152807 members 
Mstep: Class 11 contains 1206 members 
Mstep: Class 12 contains 32464 members 
Mstep: Class 13 contains 18222 members 
Mstep: Class 14 contains 10010 members 
Mstep: Class 15 contains 16383 members 
Mstep: Class 16 contains 137167 members 
Mstep: Class 17 contains 4951 members 
Mstep: Class 18 contains 5915 members 
Mstep: Class 19 contains 903 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 6475 members 
Mstep: Class 22 contains 6263 members 
Mstep: Class 23 contains 35592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724964.000000 Penalty: 13180.710938
Iteration 64Q: 23 clusters Score -1.572496e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 43579 members 
Mstep: Class 2 contains 1116 members 
Mstep: Class 3 contains 2855 members 
Mstep: Class 4 contains 7010 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 24830 members 
Mstep: Class 7 contains 4331 members 
Mstep: Class 8 contains 8290 members 
Mstep: Class 9 contains 152600 members 
Mstep: Class 11 contains 1218 members 
Mstep: Class 12 contains 32537 members 
Mstep: Class 13 contains 18226 members 
Mstep: Class 14 contains 9916 members 
Mstep: Class 15 contains 16517 members 
Mstep: Class 16 contains 137093 members 
Mstep: Class 17 contains 4970 members 
Mstep: Class 18 contains 5909 members 
Mstep: Class 19 contains 922 members 
Mstep: Class 20 contains 2149 members 
Mstep: Class 21 contains 6496 members 
Mstep: Class 22 contains 6212 members 
Mstep: Class 23 contains 35628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725258.000000 Penalty: 13180.710938
Iteration 65Q: 23 clusters Score -1.572526e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 1056 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 6996 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 24799 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 8304 members 
Mstep: Class 9 contains 152430 members 
Mstep: Class 11 contains 1227 members 
Mstep: Class 12 contains 32617 members 
Mstep: Class 13 contains 18229 members 
Mstep: Class 14 contains 9807 members 
Mstep: Class 15 contains 16616 members 
Mstep: Class 16 contains 137015 members 
Mstep: Class 17 contains 4985 members 
Mstep: Class 18 contains 5910 members 
Mstep: Class 19 contains 946 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 6541 members 
Mstep: Class 22 contains 6153 members 
Mstep: Class 23 contains 35659 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725364.000000 Penalty: 13180.710938
Iteration 66Q: 23 clusters Score -1.572536e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 1007 members 
Mstep: Class 3 contains 2847 members 
Mstep: Class 4 contains 6978 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 24765 members 
Mstep: Class 7 contains 4556 members 
Mstep: Class 8 contains 8318 members 
Mstep: Class 9 contains 152263 members 
Mstep: Class 11 contains 1248 members 
Mstep: Class 12 contains 32680 members 
Mstep: Class 13 contains 18233 members 
Mstep: Class 14 contains 9690 members 
Mstep: Class 15 contains 16705 members 
Mstep: Class 16 contains 136937 members 
Mstep: Class 17 contains 4997 members 
Mstep: Class 18 contains 5912 members 
Mstep: Class 19 contains 968 members 
Mstep: Class 20 contains 2153 members 
Mstep: Class 21 contains 6601 members 
Mstep: Class 22 contains 6092 members 
Mstep: Class 23 contains 35695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725539.000000 Penalty: 13180.710938
Iteration 67Q: 23 clusters Score -1.572554e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 964 members 
Mstep: Class 3 contains 2848 members 
Mstep: Class 4 contains 6959 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 24751 members 
Mstep: Class 7 contains 4657 members 
Mstep: Class 8 contains 8318 members 
Mstep: Class 9 contains 152114 members 
Mstep: Class 11 contains 1267 members 
Mstep: Class 12 contains 32728 members 
Mstep: Class 13 contains 18240 members 
Mstep: Class 14 contains 9582 members 
Mstep: Class 15 contains 16787 members 
Mstep: Class 16 contains 136826 members 
Mstep: Class 17 contains 5008 members 
Mstep: Class 18 contains 5917 members 
Mstep: Class 19 contains 990 members 
Mstep: Class 20 contains 2155 members 
Mstep: Class 21 contains 6667 members 
Mstep: Class 22 contains 6040 members 
Mstep: Class 23 contains 35740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725596.000000 Penalty: 13180.710938
Iteration 68Q: 23 clusters Score -1.57256e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 929 members 
Mstep: Class 3 contains 2849 members 
Mstep: Class 4 contains 6943 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 24735 members 
Mstep: Class 7 contains 4774 members 
Mstep: Class 8 contains 8324 members 
Mstep: Class 9 contains 151984 members 
Mstep: Class 11 contains 1279 members 
Mstep: Class 12 contains 32748 members 
Mstep: Class 13 contains 18243 members 
Mstep: Class 14 contains 9456 members 
Mstep: Class 15 contains 16876 members 
Mstep: Class 16 contains 136730 members 
Mstep: Class 17 contains 5014 members 
Mstep: Class 18 contains 5918 members 
Mstep: Class 19 contains 1016 members 
Mstep: Class 20 contains 2155 members 
Mstep: Class 21 contains 6721 members 
Mstep: Class 22 contains 5994 members 
Mstep: Class 23 contains 35799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725631.000000 Penalty: 13180.710938
Iteration 69Q: 23 clusters Score -1.572563e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 904 members 
Mstep: Class 3 contains 2855 members 
Mstep: Class 4 contains 6923 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 24731 members 
Mstep: Class 7 contains 4870 members 
Mstep: Class 8 contains 8326 members 
Mstep: Class 9 contains 151831 members 
Mstep: Class 11 contains 1286 members 
Mstep: Class 12 contains 32782 members 
Mstep: Class 13 contains 18248 members 
Mstep: Class 14 contains 9334 members 
Mstep: Class 15 contains 16982 members 
Mstep: Class 16 contains 136647 members 
Mstep: Class 17 contains 5019 members 
Mstep: Class 18 contains 5915 members 
Mstep: Class 19 contains 1041 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 6800 members 
Mstep: Class 22 contains 5940 members 
Mstep: Class 23 contains 35833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725790.000000 Penalty: 13180.710938
Iteration 70Q: 23 clusters Score -1.572579e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 884 members 
Mstep: Class 3 contains 2859 members 
Mstep: Class 4 contains 6906 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 24729 members 
Mstep: Class 7 contains 4954 members 
Mstep: Class 8 contains 8329 members 
Mstep: Class 9 contains 151682 members 
Mstep: Class 11 contains 1295 members 
Mstep: Class 12 contains 32814 members 
Mstep: Class 13 contains 18252 members 
Mstep: Class 14 contains 9231 members 
Mstep: Class 15 contains 17097 members 
Mstep: Class 16 contains 136583 members 
Mstep: Class 17 contains 5028 members 
Mstep: Class 18 contains 5905 members 
Mstep: Class 19 contains 1068 members 
Mstep: Class 20 contains 2160 members 
Mstep: Class 21 contains 6867 members 
Mstep: Class 22 contains 5872 members 
Mstep: Class 23 contains 35852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725926.000000 Penalty: 13180.710938
Iteration 71Q: 23 clusters Score -1.572593e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 44107 members 
Mstep: Class 2 contains 866 members 
Mstep: Class 3 contains 2857 members 
Mstep: Class 4 contains 6889 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 24749 members 
Mstep: Class 7 contains 5030 members 
Mstep: Class 8 contains 8318 members 
Mstep: Class 9 contains 151529 members 
Mstep: Class 11 contains 1303 members 
Mstep: Class 12 contains 32864 members 
Mstep: Class 13 contains 18260 members 
Mstep: Class 14 contains 9134 members 
Mstep: Class 15 contains 17217 members 
Mstep: Class 16 contains 136520 members 
Mstep: Class 17 contains 5036 members 
Mstep: Class 18 contains 5899 members 
Mstep: Class 19 contains 1087 members 
Mstep: Class 20 contains 2161 members 
Mstep: Class 21 contains 6929 members 
Mstep: Class 22 contains 5790 members 
Mstep: Class 23 contains 35859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726054.000000 Penalty: 13180.710938
Iteration 72Q: 23 clusters Score -1.572605e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 44174 members 
Mstep: Class 2 contains 850 members 
Mstep: Class 3 contains 2851 members 
Mstep: Class 4 contains 6872 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 24764 members 
Mstep: Class 7 contains 5095 members 
Mstep: Class 8 contains 8312 members 
Mstep: Class 9 contains 151404 members 
Mstep: Class 11 contains 1305 members 
Mstep: Class 12 contains 32919 members 
Mstep: Class 13 contains 18265 members 
Mstep: Class 14 contains 9030 members 
Mstep: Class 15 contains 17336 members 
Mstep: Class 16 contains 136462 members 
Mstep: Class 17 contains 5056 members 
Mstep: Class 18 contains 5892 members 
Mstep: Class 19 contains 1104 members 
Mstep: Class 20 contains 2162 members 
Mstep: Class 21 contains 6971 members 
Mstep: Class 22 contains 5723 members 
Mstep: Class 23 contains 35856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726122.000000 Penalty: 13180.710938
Iteration 73Q: 23 clusters Score -1.572612e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 839 members 
Mstep: Class 3 contains 2853 members 
Mstep: Class 4 contains 6862 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 24771 members 
Mstep: Class 7 contains 5154 members 
Mstep: Class 8 contains 8315 members 
Mstep: Class 9 contains 151301 members 
Mstep: Class 11 contains 1306 members 
Mstep: Class 12 contains 32992 members 
Mstep: Class 13 contains 18270 members 
Mstep: Class 14 contains 8919 members 
Mstep: Class 15 contains 17437 members 
Mstep: Class 16 contains 136379 members 
Mstep: Class 17 contains 5084 members 
Mstep: Class 18 contains 5887 members 
Mstep: Class 19 contains 1122 members 
Mstep: Class 20 contains 2162 members 
Mstep: Class 21 contains 7006 members 
Mstep: Class 22 contains 5654 members 
Mstep: Class 23 contains 35852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726232.000000 Penalty: 13180.710938
Iteration 74Q: 23 clusters Score -1.572623e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 830 members 
Mstep: Class 3 contains 2846 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 658 members 
Mstep: Class 6 contains 24757 members 
Mstep: Class 7 contains 5204 members 
Mstep: Class 8 contains 8326 members 
Mstep: Class 9 contains 151217 members 
Mstep: Class 11 contains 1316 members 
Mstep: Class 12 contains 33064 members 
Mstep: Class 13 contains 18274 members 
Mstep: Class 14 contains 8792 members 
Mstep: Class 15 contains 17526 members 
Mstep: Class 16 contains 136299 members 
Mstep: Class 17 contains 5116 members 
Mstep: Class 18 contains 5882 members 
Mstep: Class 19 contains 1146 members 
Mstep: Class 20 contains 2162 members 
Mstep: Class 21 contains 7034 members 
Mstep: Class 22 contains 5605 members 
Mstep: Class 23 contains 35850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726280.000000 Penalty: 13180.710938
Iteration 75Q: 23 clusters Score -1.572628e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 44387 members 
Mstep: Class 2 contains 825 members 
Mstep: Class 3 contains 2842 members 
Mstep: Class 4 contains 6832 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 24730 members 
Mstep: Class 7 contains 5243 members 
Mstep: Class 8 contains 8328 members 
Mstep: Class 9 contains 151140 members 
Mstep: Class 11 contains 1326 members 
Mstep: Class 12 contains 33151 members 
Mstep: Class 13 contains 18277 members 
Mstep: Class 14 contains 8691 members 
Mstep: Class 15 contains 17612 members 
Mstep: Class 16 contains 136203 members 
Mstep: Class 17 contains 5148 members 
Mstep: Class 18 contains 5879 members 
Mstep: Class 19 contains 1172 members 
Mstep: Class 20 contains 2162 members 
Mstep: Class 21 contains 7059 members 
Mstep: Class 22 contains 5537 members 
Mstep: Class 23 contains 35862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726380.000000 Penalty: 13180.710938
Iteration 76Q: 23 clusters Score -1.572638e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 823 members 
Mstep: Class 3 contains 2844 members 
Mstep: Class 4 contains 6823 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24698 members 
Mstep: Class 7 contains 5272 members 
Mstep: Class 8 contains 8322 members 
Mstep: Class 9 contains 151085 members 
Mstep: Class 11 contains 1336 members 
Mstep: Class 12 contains 33280 members 
Mstep: Class 13 contains 18274 members 
Mstep: Class 14 contains 8598 members 
Mstep: Class 15 contains 17670 members 
Mstep: Class 16 contains 136090 members 
Mstep: Class 17 contains 5178 members 
Mstep: Class 18 contains 5882 members 
Mstep: Class 19 contains 1195 members 
Mstep: Class 20 contains 2162 members 
Mstep: Class 21 contains 7078 members 
Mstep: Class 22 contains 5466 members 
Mstep: Class 23 contains 35883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726433.000000 Penalty: 13180.710938
Iteration 77Q: 23 clusters Score -1.572643e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 44505 members 
Mstep: Class 2 contains 822 members 
Mstep: Class 3 contains 2837 members 
Mstep: Class 4 contains 6815 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 24682 members 
Mstep: Class 7 contains 5285 members 
Mstep: Class 8 contains 8326 members 
Mstep: Class 9 contains 151026 members 
Mstep: Class 11 contains 1349 members 
Mstep: Class 12 contains 33406 members 
Mstep: Class 13 contains 18268 members 
Mstep: Class 14 contains 8532 members 
Mstep: Class 15 contains 17726 members 
Mstep: Class 16 contains 135987 members 
Mstep: Class 17 contains 5198 members 
Mstep: Class 18 contains 5879 members 
Mstep: Class 19 contains 1218 members 
Mstep: Class 20 contains 2160 members 
Mstep: Class 21 contains 7100 members 
Mstep: Class 22 contains 5384 members 
Mstep: Class 23 contains 35905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726566.000000 Penalty: 13180.710938
Iteration 78Q: 23 clusters Score -1.572657e+07 nChanged 690
Entering ConstructFrom: 
Score: -15726566.000000 Penalty: 13180.710938
Entering ConstructFrom: 
Trying to split cluster 1 (44562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44562 members 
Entering Unmasked Estep 
Score: -1414602.750000 Penalty: 487.060974
	Iteration 0F: 2 clusters Score -1414603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -1384881.750000 Penalty: 974.121948
	Iteration 0F: 3 clusters Score -1384882 nChanged 21428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -1397985.875000 Penalty: 974.121948
	Iteration 1F: 3 clusters Score -1397986 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23950 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -1399259.000000 Penalty: 974.121948
	Iteration 2F: 3 clusters Score -1399259 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -1400964.125000 Penalty: 974.121948
	Iteration 3F: 3 clusters Score -1400964 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26691 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -1402724.750000 Penalty: 974.121948
	Iteration 4F: 3 clusters Score -1402725 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -1404222.125000 Penalty: 974.121948
	Iteration 5F: 3 clusters Score -1404222 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -1405594.625000 Penalty: 974.121948
	Iteration 6F: 3 clusters Score -1405595 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -1406903.250000 Penalty: 974.121948
	Iteration 7F: 3 clusters Score -1406903 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -1408076.375000 Penalty: 974.121948
	Iteration 8Q: 3 clusters Score -1408076 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32255 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -1409143.125000 Penalty: 974.121948
	Iteration 9Q: 3 clusters Score -1409143 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33138 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -1409930.875000 Penalty: 974.121948
	Iteration 10Q: 3 clusters Score -1409931 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33976 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1410471.500000 Penalty: 974.121948
	Iteration 11Q: 3 clusters Score -1410472 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34755 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1410876.000000 Penalty: 974.121948
	Iteration 12Q: 3 clusters Score -1410876 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35474 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1411180.000000 Penalty: 974.121948
	Iteration 13Q: 3 clusters Score -1411180 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1411475.875000 Penalty: 974.121948
	Iteration 14Q: 3 clusters Score -1411476 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36800 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1411747.375000 Penalty: 974.121948
	Iteration 15Q: 3 clusters Score -1411747 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37385 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1411984.000000 Penalty: 974.121948
	Iteration 16Q: 3 clusters Score -1411984 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37951 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1412212.000000 Penalty: 974.121948
	Iteration 17Q: 3 clusters Score -1412212 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1412439.000000 Penalty: 974.121948
	Iteration 18Q: 3 clusters Score -1412439 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1412642.125000 Penalty: 974.121948
	Iteration 19Q: 3 clusters Score -1412642 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1412809.625000 Penalty: 974.121948
	Iteration 20F: 3 clusters Score -1412810 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1412956.500000 Penalty: 974.121948
	Iteration 21Q: 3 clusters Score -1412956 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1413116.500000 Penalty: 974.121948
	Iteration 22Q: 3 clusters Score -1413116 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1413245.875000 Penalty: 974.121948
	Iteration 23Q: 3 clusters Score -1413246 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1413366.250000 Penalty: 974.121948
	Iteration 24Q: 3 clusters Score -1413366 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41343 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1413484.750000 Penalty: 974.121948
	Iteration 25Q: 3 clusters Score -1413485 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1413585.375000 Penalty: 974.121948
	Iteration 26Q: 3 clusters Score -1413585 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1413674.625000 Penalty: 974.121948
	Iteration 27Q: 3 clusters Score -1413675 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1413749.000000 Penalty: 974.121948
	Iteration 28Q: 3 clusters Score -1413749 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42184 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1413830.375000 Penalty: 974.121948
	Iteration 29Q: 3 clusters Score -1413830 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42334 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1413897.250000 Penalty: 974.121948
	Iteration 30Q: 3 clusters Score -1413897 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42450 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1413961.250000 Penalty: 974.121948
	Iteration 31Q: 3 clusters Score -1413961 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42570 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1414057.500000 Penalty: 974.121948
	Iteration 32Q: 3 clusters Score -1414058 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42655 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1414118.250000 Penalty: 974.121948
	Iteration 33Q: 3 clusters Score -1414118 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1414179.250000 Penalty: 974.121948
	Iteration 34Q: 3 clusters Score -1414179 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42787 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1414234.000000 Penalty: 974.121948
	Iteration 35Q: 3 clusters Score -1414234 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1414273.500000 Penalty: 974.121948
	Iteration 36Q: 3 clusters Score -1414274 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42858 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1414307.625000 Penalty: 974.121948
	Iteration 37Q: 3 clusters Score -1414308 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42893 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1414349.000000 Penalty: 974.121948
	Iteration 38Q: 3 clusters Score -1414349 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1414377.750000 Penalty: 974.121948
	Iteration 39Q: 3 clusters Score -1414378 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42954 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1414402.375000 Penalty: 974.121948
	Iteration 40F: 3 clusters Score -1414402 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42976 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1414414.250000 Penalty: 974.121948
	Iteration 41Q: 3 clusters Score -1414414 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1414426.125000 Penalty: 974.121948
	Iteration 42Q: 3 clusters Score -1414426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1414434.875000 Penalty: 974.121948
	Iteration 43Q: 3 clusters Score -1414435 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43042 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1414445.250000 Penalty: 974.121948
	Iteration 44Q: 3 clusters Score -1414445 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43058 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1414450.500000 Penalty: 974.121948
	Iteration 45Q: 3 clusters Score -1414450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1414453.125000 Penalty: 974.121948
	Iteration 46Q: 3 clusters Score -1414453 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1414457.250000 Penalty: 974.121948
	Iteration 47Q: 3 clusters Score -1414457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43073 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1414460.875000 Penalty: 974.121948
	Iteration 48Q: 3 clusters Score -1414461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43079 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1414463.750000 Penalty: 974.121948
	Iteration 49Q: 3 clusters Score -1414464 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43082 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1414467.750000 Penalty: 974.121948
	Iteration 50Q: 3 clusters Score -1414468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43083 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1414471.125000 Penalty: 974.121948
	Iteration 51Q: 3 clusters Score -1414471 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43086 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1414475.125000 Penalty: 974.121948
	Iteration 52Q: 3 clusters Score -1414475 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1414479.875000 Penalty: 974.121948
	Iteration 53Q: 3 clusters Score -1414480 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43093 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1414485.375000 Penalty: 974.121948
	Iteration 54Q: 3 clusters Score -1414485 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1414487.375000 Penalty: 974.121948
	Iteration 55Q: 3 clusters Score -1414487 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1414492.500000 Penalty: 974.121948
	Iteration 56Q: 3 clusters Score -1414492 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43124 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1414494.875000 Penalty: 974.121948
	Iteration 57Q: 3 clusters Score -1414495 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43132 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1414498.000000 Penalty: 974.121948
	Iteration 58Q: 3 clusters Score -1414498 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43141 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1414497.250000 Penalty: 974.121948
	Iteration 59Q: 3 clusters Score -1414497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43148 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1414503.375000 Penalty: 974.121948
	Iteration 60F: 3 clusters Score -1414503 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43152 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1414508.500000 Penalty: 974.121948
	Iteration 61Q: 3 clusters Score -1414508 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1414510.625000 Penalty: 974.121948
	Iteration 62Q: 3 clusters Score -1414511 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -1414515.625000 Penalty: 974.121948
	Iteration 63Q: 3 clusters Score -1414516 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43174 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -1414517.375000 Penalty: 974.121948
	Iteration 64Q: 3 clusters Score -1414517 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1414522.875000 Penalty: 974.121948
	Iteration 65Q: 3 clusters Score -1414523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43178 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1414527.875000 Penalty: 974.121948
	Iteration 66Q: 3 clusters Score -1414528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1414525.250000 Penalty: 974.121948
	Iteration 67Q: 3 clusters Score -1414525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43164 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1414525.000000 Penalty: 974.121948
	Iteration 68Q: 3 clusters Score -1414525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1414525.500000 Penalty: 974.121948
	Iteration 69Q: 3 clusters Score -1414526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1414526.375000 Penalty: 974.121948
	Iteration 70Q: 3 clusters Score -1414526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43163 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -1414526.375000 Penalty: 974.121948
	Iteration 71F: 3 clusters Score -1414526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Entering Unmasked Estep 
Score: -26121.441406 Penalty: 305.106567
	Iteration 0F: 2 clusters Score -26121.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -25445.537109 Penalty: 610.213135
	Iteration 0F: 3 clusters Score -25445.54 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -25624.839844 Penalty: 610.213135
	Iteration 1F: 3 clusters Score -25624.84 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -25656.378906 Penalty: 610.213135
	Iteration 2F: 3 clusters Score -25656.38 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -25676.246094 Penalty: 610.213135
	Iteration 3Q: 3 clusters Score -25676.25 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -25696.207031 Penalty: 610.213135
	Iteration 4Q: 3 clusters Score -25696.21 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -25712.123047 Penalty: 610.213135
	Iteration 5Q: 3 clusters Score -25712.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -25727.484375 Penalty: 610.213135
	Iteration 6Q: 3 clusters Score -25727.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -25739.544922 Penalty: 610.213135
	Iteration 7Q: 3 clusters Score -25739.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -25750.667969 Penalty: 610.213135
	Iteration 8Q: 3 clusters Score -25750.67 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -25761.902344 Penalty: 610.213135
	Iteration 9Q: 3 clusters Score -25761.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -25766.142578 Penalty: 610.213135
	Iteration 10Q: 3 clusters Score -25766.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -25768.107422 Penalty: 610.213135
	Iteration 11Q: 3 clusters Score -25768.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -25770.673828 Penalty: 610.213135
	Iteration 12Q: 3 clusters Score -25770.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -25774.759766 Penalty: 610.213135
	Iteration 13Q: 3 clusters Score -25774.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -25777.195312 Penalty: 610.213135
	Iteration 14Q: 3 clusters Score -25777.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -25779.351562 Penalty: 610.213135
	Iteration 15Q: 3 clusters Score -25779.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -25780.121094 Penalty: 610.213135
	Iteration 16Q: 3 clusters Score -25780.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -25781.031250 Penalty: 610.213135
	Iteration 17Q: 3 clusters Score -25781.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -25781.380859 Penalty: 610.213135
	Iteration 18Q: 3 clusters Score -25781.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -25782.291016 Penalty: 610.213135
	Iteration 19Q: 3 clusters Score -25782.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -25787.310547 Penalty: 610.213135
	Iteration 20F: 3 clusters Score -25787.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -25793.800781 Penalty: 610.213135
	Iteration 21Q: 3 clusters Score -25793.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -25798.474609 Penalty: 610.213135
	Iteration 22Q: 3 clusters Score -25798.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -25800.148438 Penalty: 610.213135
	Iteration 23Q: 3 clusters Score -25800.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -25802.060547 Penalty: 610.213135
	Iteration 24Q: 3 clusters Score -25802.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -25805.501953 Penalty: 610.213135
	Iteration 25Q: 3 clusters Score -25805.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -25809.398438 Penalty: 610.213135
	Iteration 26Q: 3 clusters Score -25809.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -25812.343750 Penalty: 610.213135
	Iteration 27Q: 3 clusters Score -25812.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -25813.841797 Penalty: 610.213135
	Iteration 28Q: 3 clusters Score -25813.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -25815.246094 Penalty: 610.213135
	Iteration 29Q: 3 clusters Score -25815.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -25815.246094 Penalty: 610.213135
	Iteration 30F: 3 clusters Score -25815.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2820 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Entering Unmasked Estep 
Score: -85660.625000 Penalty: 361.474396
	Iteration 0F: 2 clusters Score -85660.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -83667.968750 Penalty: 722.948792
	Iteration 0F: 3 clusters Score -83667.97 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -84340.187500 Penalty: 722.948792
	Iteration 1F: 3 clusters Score -84340.19 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -84436.796875 Penalty: 722.948792
	Iteration 2F: 3 clusters Score -84436.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -84494.804688 Penalty: 722.948792
	Iteration 3F: 3 clusters Score -84494.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -84554.593750 Penalty: 722.948792
	Iteration 4F: 3 clusters Score -84554.59 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -84606.609375 Penalty: 722.948792
	Iteration 5Q: 3 clusters Score -84606.61 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -84644.210938 Penalty: 722.948792
	Iteration 6Q: 3 clusters Score -84644.21 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -84675.671875 Penalty: 722.948792
	Iteration 7Q: 3 clusters Score -84675.67 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -84708.195312 Penalty: 722.948792
	Iteration 8Q: 3 clusters Score -84708.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -84749.257812 Penalty: 722.948792
	Iteration 9Q: 3 clusters Score -84749.26 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -84814.851562 Penalty: 722.948792
	Iteration 10Q: 3 clusters Score -84814.85 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -84910.171875 Penalty: 722.948792
	Iteration 11Q: 3 clusters Score -84910.17 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -85022.125000 Penalty: 722.948792
	Iteration 12Q: 3 clusters Score -85022.12 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -85123.640625 Penalty: 722.948792
	Iteration 13Q: 3 clusters Score -85123.64 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -85183.382812 Penalty: 722.948792
	Iteration 14Q: 3 clusters Score -85183.38 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -85232.039062 Penalty: 722.948792
	Iteration 15Q: 3 clusters Score -85232.04 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -85260.945312 Penalty: 722.948792
	Iteration 16Q: 3 clusters Score -85260.95 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -85283.140625 Penalty: 722.948792
	Iteration 17Q: 3 clusters Score -85283.14 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -85300.281250 Penalty: 722.948792
	Iteration 18Q: 3 clusters Score -85300.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -85312.867188 Penalty: 722.948792
	Iteration 19Q: 3 clusters Score -85312.87 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -85321.515625 Penalty: 722.948792
	Iteration 20F: 3 clusters Score -85321.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -85326.281250 Penalty: 722.948792
	Iteration 21Q: 3 clusters Score -85326.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -85330.546875 Penalty: 722.948792
	Iteration 22Q: 3 clusters Score -85330.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -85332.804688 Penalty: 722.948792
	Iteration 23Q: 3 clusters Score -85332.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -85334.843750 Penalty: 722.948792
	Iteration 24Q: 3 clusters Score -85334.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -85337.664062 Penalty: 722.948792
	Iteration 25Q: 3 clusters Score -85337.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -85342.375000 Penalty: 722.948792
	Iteration 26Q: 3 clusters Score -85342.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -85346.367188 Penalty: 722.948792
	Iteration 27Q: 3 clusters Score -85346.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -85352.562500 Penalty: 722.948792
	Iteration 28Q: 3 clusters Score -85352.56 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -85359.992188 Penalty: 722.948792
	Iteration 29Q: 3 clusters Score -85359.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -85368.125000 Penalty: 722.948792
	Iteration 30Q: 3 clusters Score -85368.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -85378.101562 Penalty: 722.948792
	Iteration 31Q: 3 clusters Score -85378.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -85384.523438 Penalty: 722.948792
	Iteration 32Q: 3 clusters Score -85384.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -85390.054688 Penalty: 722.948792
	Iteration 33Q: 3 clusters Score -85390.05 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -85393.078125 Penalty: 722.948792
	Iteration 34Q: 3 clusters Score -85393.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -85395.882812 Penalty: 722.948792
	Iteration 35Q: 3 clusters Score -85395.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -85397.750000 Penalty: 722.948792
	Iteration 36Q: 3 clusters Score -85397.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -85400.898438 Penalty: 722.948792
	Iteration 37Q: 3 clusters Score -85400.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -85401.890625 Penalty: 722.948792
	Iteration 38Q: 3 clusters Score -85401.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -85403.195312 Penalty: 722.948792
	Iteration 39Q: 3 clusters Score -85403.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -85403.945312 Penalty: 722.948792
	Iteration 40F: 3 clusters Score -85403.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -85404.539062 Penalty: 722.948792
	Iteration 41Q: 3 clusters Score -85404.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -85404.562500 Penalty: 722.948792
	Iteration 42Q: 3 clusters Score -85404.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -85404.562500 Penalty: 722.948792
	Iteration 43F: 3 clusters Score -85404.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6806 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Entering Unmasked Estep 
Score: -210826.906250 Penalty: 401.562958
	Iteration 0F: 2 clusters Score -210826.9 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 3466 members 
Entering Unmasked Estep 
Score: -206265.406250 Penalty: 803.125916
	Iteration 0F: 3 clusters Score -206265.4 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -208079.562500 Penalty: 803.125916
	Iteration 1F: 3 clusters Score -208079.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -208266.312500 Penalty: 803.125916
	Iteration 2F: 3 clusters Score -208266.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -208528.015625 Penalty: 803.125916
	Iteration 3F: 3 clusters Score -208528 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -208833.265625 Penalty: 803.125916
	Iteration 4F: 3 clusters Score -208833.3 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -209212.281250 Penalty: 803.125916
	Iteration 5F: 3 clusters Score -209212.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -209518.843750 Penalty: 803.125916
	Iteration 6F: 3 clusters Score -209518.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -209708.937500 Penalty: 803.125916
	Iteration 7Q: 3 clusters Score -209708.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -209821.375000 Penalty: 803.125916
	Iteration 8Q: 3 clusters Score -209821.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -209905.187500 Penalty: 803.125916
	Iteration 9Q: 3 clusters Score -209905.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -209975.859375 Penalty: 803.125916
	Iteration 10Q: 3 clusters Score -209975.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -210036.609375 Penalty: 803.125916
	Iteration 11Q: 3 clusters Score -210036.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -210097.171875 Penalty: 803.125916
	Iteration 12Q: 3 clusters Score -210097.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -210161.343750 Penalty: 803.125916
	Iteration 13Q: 3 clusters Score -210161.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -210213.656250 Penalty: 803.125916
	Iteration 14Q: 3 clusters Score -210213.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -210268.203125 Penalty: 803.125916
	Iteration 15Q: 3 clusters Score -210268.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -210314.187500 Penalty: 803.125916
	Iteration 16Q: 3 clusters Score -210314.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -210355.625000 Penalty: 803.125916
	Iteration 17Q: 3 clusters Score -210355.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -210390.796875 Penalty: 803.125916
	Iteration 18Q: 3 clusters Score -210390.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -210419.343750 Penalty: 803.125916
	Iteration 19Q: 3 clusters Score -210419.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -210437.718750 Penalty: 803.125916
	Iteration 20F: 3 clusters Score -210437.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -210452.296875 Penalty: 803.125916
	Iteration 21Q: 3 clusters Score -210452.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -210469.984375 Penalty: 803.125916
	Iteration 22Q: 3 clusters Score -210470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -210494.359375 Penalty: 803.125916
	Iteration 23Q: 3 clusters Score -210494.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -210504.687500 Penalty: 803.125916
	Iteration 24Q: 3 clusters Score -210504.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -210515.437500 Penalty: 803.125916
	Iteration 25Q: 3 clusters Score -210515.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -210526.625000 Penalty: 803.125916
	Iteration 26Q: 3 clusters Score -210526.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -210532.656250 Penalty: 803.125916
	Iteration 27Q: 3 clusters Score -210532.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -210534.750000 Penalty: 803.125916
	Iteration 28Q: 3 clusters Score -210534.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -210536.718750 Penalty: 803.125916
	Iteration 29Q: 3 clusters Score -210536.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -210540.281250 Penalty: 803.125916
	Iteration 30Q: 3 clusters Score -210540.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -210544.015625 Penalty: 803.125916
	Iteration 31Q: 3 clusters Score -210544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -210546.796875 Penalty: 803.125916
	Iteration 32Q: 3 clusters Score -210546.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -210549.156250 Penalty: 803.125916
	Iteration 33Q: 3 clusters Score -210549.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -210549.156250 Penalty: 803.125916
	Iteration 34F: 3 clusters Score -210549.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Entering Unmasked Estep 
Score: -22486.410156 Penalty: 294.981384
	Iteration 0F: 2 clusters Score -22486.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -21893.048828 Penalty: 589.962769
	Iteration 0F: 3 clusters Score -21893.05 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -22059.462891 Penalty: 589.962769
	Iteration 1F: 3 clusters Score -22059.46 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -22093.841797 Penalty: 589.962769
	Iteration 2F: 3 clusters Score -22093.84 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -22120.738281 Penalty: 589.962769
	Iteration 3Q: 3 clusters Score -22120.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -22131.988281 Penalty: 589.962769
	Iteration 4Q: 3 clusters Score -22131.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -22139.226562 Penalty: 589.962769
	Iteration 5Q: 3 clusters Score -22139.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -22142.509766 Penalty: 589.962769
	Iteration 6Q: 3 clusters Score -22142.51 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -22145.664062 Penalty: 589.962769
	Iteration 7Q: 3 clusters Score -22145.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22150.062500 Penalty: 589.962769
	Iteration 8Q: 3 clusters Score -22150.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22152.675781 Penalty: 589.962769
	Iteration 9Q: 3 clusters Score -22152.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -22157.263672 Penalty: 589.962769
	Iteration 10Q: 3 clusters Score -22157.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -22160.626953 Penalty: 589.962769
	Iteration 11Q: 3 clusters Score -22160.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -22164.136719 Penalty: 589.962769
	Iteration 12Q: 3 clusters Score -22164.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22169.052734 Penalty: 589.962769
	Iteration 13Q: 3 clusters Score -22169.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -22170.263672 Penalty: 589.962769
	Iteration 14Q: 3 clusters Score -22170.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -22172.283203 Penalty: 589.962769
	Iteration 15Q: 3 clusters Score -22172.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22175.882812 Penalty: 589.962769
	Iteration 16Q: 3 clusters Score -22175.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22178.781250 Penalty: 589.962769
	Iteration 17Q: 3 clusters Score -22178.78 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22180.242188 Penalty: 589.962769
	Iteration 18Q: 3 clusters Score -22180.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22180.527344 Penalty: 589.962769
	Iteration 19Q: 3 clusters Score -22180.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22180.527344 Penalty: 589.962769
	Iteration 20F: 3 clusters Score -22180.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Entering Unmasked Estep 
Score: -737461.750000 Penalty: 460.192139
	Iteration 0F: 2 clusters Score -737461.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -720963.312500 Penalty: 920.384277
	Iteration 0F: 3 clusters Score -720963.3 nChanged 11629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -728229.000000 Penalty: 920.384277
	Iteration 1F: 3 clusters Score -728229 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -729113.000000 Penalty: 920.384277
	Iteration 2F: 3 clusters Score -729113 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -730307.187500 Penalty: 920.384277
	Iteration 3F: 3 clusters Score -730307.2 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -731573.500000 Penalty: 920.384277
	Iteration 4F: 3 clusters Score -731573.5 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -732823.312500 Penalty: 920.384277
	Iteration 5F: 3 clusters Score -732823.3 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -734026.062500 Penalty: 920.384277
	Iteration 6F: 3 clusters Score -734026.1 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -735031.875000 Penalty: 920.384277
	Iteration 7Q: 3 clusters Score -735031.9 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -735754.750000 Penalty: 920.384277
	Iteration 8Q: 3 clusters Score -735754.8 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 23038 members 
Entering Unmasked Estep 
Score: -736230.000000 Penalty: 920.384277
	Iteration 9Q: 3 clusters Score -736230 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -736525.437500 Penalty: 920.384277
	Iteration 10Q: 3 clusters Score -736525.4 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 23692 members 
Entering Unmasked Estep 
Score: -736719.187500 Penalty: 920.384277
	Iteration 11Q: 3 clusters Score -736719.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -736840.375000 Penalty: 920.384277
	Iteration 12Q: 3 clusters Score -736840.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -736924.750000 Penalty: 920.384277
	Iteration 13Q: 3 clusters Score -736924.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -736976.312500 Penalty: 920.384277
	Iteration 14Q: 3 clusters Score -736976.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 24124 members 
Entering Unmasked Estep 
Score: -737013.437500 Penalty: 920.384277
	Iteration 15Q: 3 clusters Score -737013.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -737036.062500 Penalty: 920.384277
	Iteration 16Q: 3 clusters Score -737036.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -737047.062500 Penalty: 920.384277
	Iteration 17Q: 3 clusters Score -737047.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -737059.937500 Penalty: 920.384277
	Iteration 18Q: 3 clusters Score -737059.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 24245 members 
Entering Unmasked Estep 
Score: -737070.125000 Penalty: 920.384277
	Iteration 19Q: 3 clusters Score -737070.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -737074.687500 Penalty: 920.384277
	Iteration 20F: 3 clusters Score -737074.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -737080.625000 Penalty: 920.384277
	Iteration 21Q: 3 clusters Score -737080.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -737092.937500 Penalty: 920.384277
	Iteration 22Q: 3 clusters Score -737092.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -737099.062500 Penalty: 920.384277
	Iteration 23Q: 3 clusters Score -737099.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 24333 members 
Entering Unmasked Estep 
Score: -737107.750000 Penalty: 920.384277
	Iteration 24Q: 3 clusters Score -737107.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -737111.562500 Penalty: 920.384277
	Iteration 25Q: 3 clusters Score -737111.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -737120.250000 Penalty: 920.384277
	Iteration 26Q: 3 clusters Score -737120.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -737126.937500 Penalty: 920.384277
	Iteration 27Q: 3 clusters Score -737126.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -737130.500000 Penalty: 920.384277
	Iteration 28Q: 3 clusters Score -737130.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 24388 members 
Entering Unmasked Estep 
Score: -737133.625000 Penalty: 920.384277
	Iteration 29Q: 3 clusters Score -737133.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -737135.937500 Penalty: 920.384277
	Iteration 30Q: 3 clusters Score -737135.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -737136.437500 Penalty: 920.384277
	Iteration 31Q: 3 clusters Score -737136.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 24399 members 
Entering Unmasked Estep 
Score: -737138.812500 Penalty: 920.384277
	Iteration 32Q: 3 clusters Score -737138.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -737141.875000 Penalty: 920.384277
	Iteration 33Q: 3 clusters Score -737141.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -737141.437500 Penalty: 920.384277
	Iteration 34Q: 3 clusters Score -737141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -737144.437500 Penalty: 920.384277
	Iteration 35Q: 3 clusters Score -737144.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 24403 members 
Entering Unmasked Estep 
Score: -737146.937500 Penalty: 920.384277
	Iteration 36Q: 3 clusters Score -737146.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -737148.125000 Penalty: 920.384277
	Iteration 37Q: 3 clusters Score -737148.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -737149.312500 Penalty: 920.384277
	Iteration 38Q: 3 clusters Score -737149.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 24405 members 
Entering Unmasked Estep 
Score: -737148.937500 Penalty: 920.384277
	Iteration 39Q: 3 clusters Score -737148.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -737149.562500 Penalty: 920.384277
	Iteration 40F: 3 clusters Score -737149.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (5293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Entering Unmasked Estep 
Score: -160086.218750 Penalty: 390.123383
	Iteration 0F: 2 clusters Score -160086.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -156529.375000 Penalty: 780.246765
	Iteration 0F: 3 clusters Score -156529.4 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -157872.015625 Penalty: 780.246765
	Iteration 1F: 3 clusters Score -157872 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -158045.187500 Penalty: 780.246765
	Iteration 2F: 3 clusters Score -158045.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -158199.531250 Penalty: 780.246765
	Iteration 3F: 3 clusters Score -158199.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -158377.546875 Penalty: 780.246765
	Iteration 4F: 3 clusters Score -158377.5 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -158611.281250 Penalty: 780.246765
	Iteration 5F: 3 clusters Score -158611.3 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -158891.781250 Penalty: 780.246765
	Iteration 6F: 3 clusters Score -158891.8 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -159141.671875 Penalty: 780.246765
	Iteration 7F: 3 clusters Score -159141.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -159283.546875 Penalty: 780.246765
	Iteration 8Q: 3 clusters Score -159283.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -159380.656250 Penalty: 780.246765
	Iteration 9Q: 3 clusters Score -159380.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -159439.921875 Penalty: 780.246765
	Iteration 10Q: 3 clusters Score -159439.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -159494.984375 Penalty: 780.246765
	Iteration 11Q: 3 clusters Score -159495 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -159541.984375 Penalty: 780.246765
	Iteration 12Q: 3 clusters Score -159542 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -159588.125000 Penalty: 780.246765
	Iteration 13Q: 3 clusters Score -159588.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -159627.734375 Penalty: 780.246765
	Iteration 14Q: 3 clusters Score -159627.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -159662.906250 Penalty: 780.246765
	Iteration 15Q: 3 clusters Score -159662.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -159690.500000 Penalty: 780.246765
	Iteration 16Q: 3 clusters Score -159690.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -159708.828125 Penalty: 780.246765
	Iteration 17Q: 3 clusters Score -159708.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -159722.875000 Penalty: 780.246765
	Iteration 18Q: 3 clusters Score -159722.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -159740.156250 Penalty: 780.246765
	Iteration 19Q: 3 clusters Score -159740.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -159755.671875 Penalty: 780.246765
	Iteration 20F: 3 clusters Score -159755.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -159766.765625 Penalty: 780.246765
	Iteration 21Q: 3 clusters Score -159766.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -159772.562500 Penalty: 780.246765
	Iteration 22Q: 3 clusters Score -159772.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -159777.281250 Penalty: 780.246765
	Iteration 23Q: 3 clusters Score -159777.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -159782.750000 Penalty: 780.246765
	Iteration 24Q: 3 clusters Score -159782.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -159785.187500 Penalty: 780.246765
	Iteration 25Q: 3 clusters Score -159785.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -159787.125000 Penalty: 780.246765
	Iteration 26Q: 3 clusters Score -159787.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -159787.984375 Penalty: 780.246765
	Iteration 27Q: 3 clusters Score -159788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -159788.000000 Penalty: 780.246765
	Iteration 28Q: 3 clusters Score -159788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -159787.953125 Penalty: 780.246765
	Iteration 29Q: 3 clusters Score -159788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -159788.093750 Penalty: 780.246765
	Iteration 30Q: 3 clusters Score -159788.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -159788.093750 Penalty: 780.246765
	Iteration 31F: 3 clusters Score -159788.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (8319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Entering Unmasked Estep 
Score: -269527.625000 Penalty: 410.696533
	Iteration 0F: 2 clusters Score -269527.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -264016.906250 Penalty: 821.393066
	Iteration 0F: 3 clusters Score -264016.9 nChanged 3833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -266250.500000 Penalty: 821.393066
	Iteration 1F: 3 clusters Score -266250.5 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -266512.156250 Penalty: 821.393066
	Iteration 2F: 3 clusters Score -266512.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -266768.218750 Penalty: 821.393066
	Iteration 3F: 3 clusters Score -266768.2 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -267042.562500 Penalty: 821.393066
	Iteration 4F: 3 clusters Score -267042.6 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -267309.843750 Penalty: 821.393066
	Iteration 5F: 3 clusters Score -267309.8 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -267546.031250 Penalty: 821.393066
	Iteration 6F: 3 clusters Score -267546 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -267759.437500 Penalty: 821.393066
	Iteration 7Q: 3 clusters Score -267759.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -267960.312500 Penalty: 821.393066
	Iteration 8Q: 3 clusters Score -267960.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -268127.406250 Penalty: 821.393066
	Iteration 9Q: 3 clusters Score -268127.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -268247.531250 Penalty: 821.393066
	Iteration 10Q: 3 clusters Score -268247.5 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -268316.093750 Penalty: 821.393066
	Iteration 11Q: 3 clusters Score -268316.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -268348.593750 Penalty: 821.393066
	Iteration 12Q: 3 clusters Score -268348.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -268366.312500 Penalty: 821.393066
	Iteration 13Q: 3 clusters Score -268366.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -268382.093750 Penalty: 821.393066
	Iteration 14Q: 3 clusters Score -268382.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -268393.593750 Penalty: 821.393066
	Iteration 15Q: 3 clusters Score -268393.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -268402.062500 Penalty: 821.393066
	Iteration 16Q: 3 clusters Score -268402.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -268410.031250 Penalty: 821.393066
	Iteration 17Q: 3 clusters Score -268410 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -268416.656250 Penalty: 821.393066
	Iteration 18Q: 3 clusters Score -268416.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -268423.500000 Penalty: 821.393066
	Iteration 19Q: 3 clusters Score -268423.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -268429.250000 Penalty: 821.393066
	Iteration 20F: 3 clusters Score -268429.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -268434.406250 Penalty: 821.393066
	Iteration 21Q: 3 clusters Score -268434.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -268437.593750 Penalty: 821.393066
	Iteration 22Q: 3 clusters Score -268437.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -268441.031250 Penalty: 821.393066
	Iteration 23Q: 3 clusters Score -268441 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -268441.875000 Penalty: 821.393066
	Iteration 24Q: 3 clusters Score -268441.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -268443.187500 Penalty: 821.393066
	Iteration 25Q: 3 clusters Score -268443.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -268444.656250 Penalty: 821.393066
	Iteration 26Q: 3 clusters Score -268444.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -268445.437500 Penalty: 821.393066
	Iteration 27Q: 3 clusters Score -268445.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -268446.875000 Penalty: 821.393066
	Iteration 28Q: 3 clusters Score -268446.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -268447.593750 Penalty: 821.393066
	Iteration 29Q: 3 clusters Score -268447.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -268449.687500 Penalty: 821.393066
	Iteration 30Q: 3 clusters Score -268449.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -268451.187500 Penalty: 821.393066
	Iteration 31Q: 3 clusters Score -268451.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -268453.531250 Penalty: 821.393066
	Iteration 32Q: 3 clusters Score -268453.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -268457.093750 Penalty: 821.393066
	Iteration 33Q: 3 clusters Score -268457.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -268460.500000 Penalty: 821.393066
	Iteration 34Q: 3 clusters Score -268460.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -268466.125000 Penalty: 821.393066
	Iteration 35Q: 3 clusters Score -268466.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -268473.343750 Penalty: 821.393066
	Iteration 36Q: 3 clusters Score -268473.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -268481.312500 Penalty: 821.393066
	Iteration 37Q: 3 clusters Score -268481.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -268489.406250 Penalty: 821.393066
	Iteration 38Q: 3 clusters Score -268489.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -268493.656250 Penalty: 821.393066
	Iteration 39Q: 3 clusters Score -268493.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -268496.406250 Penalty: 821.393066
	Iteration 40F: 3 clusters Score -268496.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -268500.218750 Penalty: 821.393066
	Iteration 41Q: 3 clusters Score -268500.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -268502.968750 Penalty: 821.393066
	Iteration 42Q: 3 clusters Score -268503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -268508.312500 Penalty: 821.393066
	Iteration 43Q: 3 clusters Score -268508.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -268514.906250 Penalty: 821.393066
	Iteration 44Q: 3 clusters Score -268514.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -268519.500000 Penalty: 821.393066
	Iteration 45Q: 3 clusters Score -268519.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -268524.343750 Penalty: 821.393066
	Iteration 46Q: 3 clusters Score -268524.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -268530.875000 Penalty: 821.393066
	Iteration 47Q: 3 clusters Score -268530.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -268541.500000 Penalty: 821.393066
	Iteration 48Q: 3 clusters Score -268541.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -268553.156250 Penalty: 821.393066
	Iteration 49Q: 3 clusters Score -268553.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -268564.687500 Penalty: 821.393066
	Iteration 50Q: 3 clusters Score -268564.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -268575.250000 Penalty: 821.393066
	Iteration 51Q: 3 clusters Score -268575.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -268592.625000 Penalty: 821.393066
	Iteration 52Q: 3 clusters Score -268592.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -268607.687500 Penalty: 821.393066
	Iteration 53Q: 3 clusters Score -268607.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -268619.062500 Penalty: 821.393066
	Iteration 54Q: 3 clusters Score -268619.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -268631.437500 Penalty: 821.393066
	Iteration 55Q: 3 clusters Score -268631.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -268645.500000 Penalty: 821.393066
	Iteration 56Q: 3 clusters Score -268645.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -268663.218750 Penalty: 821.393066
	Iteration 57Q: 3 clusters Score -268663.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -268680.531250 Penalty: 821.393066
	Iteration 58Q: 3 clusters Score -268680.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -268699.312500 Penalty: 821.393066
	Iteration 59Q: 3 clusters Score -268699.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -268720.125000 Penalty: 821.393066
	Iteration 60F: 3 clusters Score -268720.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -268739.000000 Penalty: 821.393066
	Iteration 61Q: 3 clusters Score -268739 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -268756.343750 Penalty: 821.393066
	Iteration 62Q: 3 clusters Score -268756.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -268772.468750 Penalty: 821.393066
	Iteration 63Q: 3 clusters Score -268772.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -268786.906250 Penalty: 821.393066
	Iteration 64Q: 3 clusters Score -268786.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -268798.968750 Penalty: 821.393066
	Iteration 65Q: 3 clusters Score -268799 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -268811.906250 Penalty: 821.393066
	Iteration 66Q: 3 clusters Score -268811.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -268824.156250 Penalty: 821.393066
	Iteration 67Q: 3 clusters Score -268824.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -268838.281250 Penalty: 821.393066
	Iteration 68Q: 3 clusters Score -268838.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -268848.031250 Penalty: 821.393066
	Iteration 69Q: 3 clusters Score -268848 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -268859.781250 Penalty: 821.393066
	Iteration 70Q: 3 clusters Score -268859.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -268873.750000 Penalty: 821.393066
	Iteration 71Q: 3 clusters Score -268873.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -268884.843750 Penalty: 821.393066
	Iteration 72Q: 3 clusters Score -268884.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -268894.406250 Penalty: 821.393066
	Iteration 73Q: 3 clusters Score -268894.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -268902.343750 Penalty: 821.393066
	Iteration 74Q: 3 clusters Score -268902.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -268909.000000 Penalty: 821.393066
	Iteration 75Q: 3 clusters Score -268909 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -268915.375000 Penalty: 821.393066
	Iteration 76Q: 3 clusters Score -268915.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -268923.375000 Penalty: 821.393066
	Iteration 77Q: 3 clusters Score -268923.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -268927.843750 Penalty: 821.393066
	Iteration 78Q: 3 clusters Score -268927.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -268932.437500 Penalty: 821.393066
	Iteration 79Q: 3 clusters Score -268932.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -268935.343750 Penalty: 821.393066
	Iteration 80F: 3 clusters Score -268935.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -268938.781250 Penalty: 821.393066
	Iteration 81Q: 3 clusters Score -268938.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -268943.875000 Penalty: 821.393066
	Iteration 82Q: 3 clusters Score -268943.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -268946.343750 Penalty: 821.393066
	Iteration 83Q: 3 clusters Score -268946.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -268950.156250 Penalty: 821.393066
	Iteration 84Q: 3 clusters Score -268950.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -268953.781250 Penalty: 821.393066
	Iteration 85Q: 3 clusters Score -268953.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -268955.906250 Penalty: 821.393066
	Iteration 86Q: 3 clusters Score -268955.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -268958.093750 Penalty: 821.393066
	Iteration 87Q: 3 clusters Score -268958.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -268958.781250 Penalty: 821.393066
	Iteration 88Q: 3 clusters Score -268958.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -268960.750000 Penalty: 821.393066
	Iteration 89Q: 3 clusters Score -268960.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -268963.625000 Penalty: 821.393066
	Iteration 90Q: 3 clusters Score -268963.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -268965.218750 Penalty: 821.393066
	Iteration 91Q: 3 clusters Score -268965.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -268969.593750 Penalty: 821.393066
	Iteration 92Q: 3 clusters Score -268969.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -268973.468750 Penalty: 821.393066
	Iteration 93Q: 3 clusters Score -268973.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -268978.156250 Penalty: 821.393066
	Iteration 94Q: 3 clusters Score -268978.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -268980.750000 Penalty: 821.393066
	Iteration 95Q: 3 clusters Score -268980.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -268985.468750 Penalty: 821.393066
	Iteration 96Q: 3 clusters Score -268985.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -268990.375000 Penalty: 821.393066
	Iteration 97Q: 3 clusters Score -268990.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -268993.812500 Penalty: 821.393066
	Iteration 98Q: 3 clusters Score -268993.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -268998.937500 Penalty: 821.393066
	Iteration 99Q: 3 clusters Score -268998.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -269003.906250 Penalty: 821.393066
	Iteration 100F: 3 clusters Score -269003.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -269008.968750 Penalty: 821.393066
	Iteration 101Q: 3 clusters Score -269009 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -269012.531250 Penalty: 821.393066
	Iteration 102Q: 3 clusters Score -269012.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -269016.218750 Penalty: 821.393066
	Iteration 103Q: 3 clusters Score -269016.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -269022.093750 Penalty: 821.393066
	Iteration 104Q: 3 clusters Score -269022.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -269027.781250 Penalty: 821.393066
	Iteration 105Q: 3 clusters Score -269027.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -269034.937500 Penalty: 821.393066
	Iteration 106Q: 3 clusters Score -269034.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -269044.593750 Penalty: 821.393066
	Iteration 107Q: 3 clusters Score -269044.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -269052.500000 Penalty: 821.393066
	Iteration 108Q: 3 clusters Score -269052.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -269060.406250 Penalty: 821.393066
	Iteration 109Q: 3 clusters Score -269060.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -269066.375000 Penalty: 821.393066
	Iteration 110Q: 3 clusters Score -269066.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -269073.281250 Penalty: 821.393066
	Iteration 111Q: 3 clusters Score -269073.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -269080.937500 Penalty: 821.393066
	Iteration 112Q: 3 clusters Score -269080.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -269093.625000 Penalty: 821.393066
	Iteration 113Q: 3 clusters Score -269093.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -269101.593750 Penalty: 821.393066
	Iteration 114Q: 3 clusters Score -269101.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -269105.937500 Penalty: 821.393066
	Iteration 115Q: 3 clusters Score -269105.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -269110.312500 Penalty: 821.393066
	Iteration 116Q: 3 clusters Score -269110.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -269112.125000 Penalty: 821.393066
	Iteration 117Q: 3 clusters Score -269112.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -269115.281250 Penalty: 821.393066
	Iteration 118Q: 3 clusters Score -269115.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -269118.156250 Penalty: 821.393066
	Iteration 119Q: 3 clusters Score -269118.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -269122.062500 Penalty: 821.393066
	Iteration 120F: 3 clusters Score -269122.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -269125.468750 Penalty: 821.393066
	Iteration 121Q: 3 clusters Score -269125.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -269131.062500 Penalty: 821.393066
	Iteration 122Q: 3 clusters Score -269131.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -269138.531250 Penalty: 821.393066
	Iteration 123Q: 3 clusters Score -269138.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -269146.812500 Penalty: 821.393066
	Iteration 124Q: 3 clusters Score -269146.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -269151.562500 Penalty: 821.393066
	Iteration 125Q: 3 clusters Score -269151.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -269160.187500 Penalty: 821.393066
	Iteration 126Q: 3 clusters Score -269160.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -269163.968750 Penalty: 821.393066
	Iteration 127Q: 3 clusters Score -269164 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -269168.750000 Penalty: 821.393066
	Iteration 128Q: 3 clusters Score -269168.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -269174.343750 Penalty: 821.393066
	Iteration 129Q: 3 clusters Score -269174.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -269178.437500 Penalty: 821.393066
	Iteration 130Q: 3 clusters Score -269178.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -269180.625000 Penalty: 821.393066
	Iteration 131Q: 3 clusters Score -269180.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -269182.750000 Penalty: 821.393066
	Iteration 132Q: 3 clusters Score -269182.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -269187.093750 Penalty: 821.393066
	Iteration 133Q: 3 clusters Score -269187.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -269189.968750 Penalty: 821.393066
	Iteration 134Q: 3 clusters Score -269190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -269192.375000 Penalty: 821.393066
	Iteration 135Q: 3 clusters Score -269192.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -269195.875000 Penalty: 821.393066
	Iteration 136Q: 3 clusters Score -269195.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -269197.375000 Penalty: 821.393066
	Iteration 137Q: 3 clusters Score -269197.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -269200.781250 Penalty: 821.393066
	Iteration 138Q: 3 clusters Score -269200.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7511 members 
Entering Unmasked Estep 
Score: -269205.281250 Penalty: 821.393066
	Iteration 139Q: 3 clusters Score -269205.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -269212.906250 Penalty: 821.393066
	Iteration 140F: 3 clusters Score -269212.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -269217.468750 Penalty: 821.393066
	Iteration 141Q: 3 clusters Score -269217.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -269221.156250 Penalty: 821.393066
	Iteration 142Q: 3 clusters Score -269221.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -269222.968750 Penalty: 821.393066
	Iteration 143Q: 3 clusters Score -269223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -269223.875000 Penalty: 821.393066
	Iteration 144Q: 3 clusters Score -269223.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -269223.906250 Penalty: 821.393066
	Iteration 145Q: 3 clusters Score -269223.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -269223.968750 Penalty: 821.393066
	Iteration 146Q: 3 clusters Score -269224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -269224.156250 Penalty: 821.393066
	Iteration 147Q: 3 clusters Score -269224.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -269225.031250 Penalty: 821.393066
	Iteration 148Q: 3 clusters Score -269225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -269226.531250 Penalty: 821.393066
	Iteration 149Q: 3 clusters Score -269226.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -269227.406250 Penalty: 821.393066
	Iteration 150Q: 3 clusters Score -269227.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -269227.781250 Penalty: 821.393066
	Iteration 151Q: 3 clusters Score -269227.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -269228.281250 Penalty: 821.393066
	Iteration 152Q: 3 clusters Score -269228.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -269228.000000 Penalty: 821.393066
	Iteration 153Q: 3 clusters Score -269228 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -269228.000000 Penalty: 821.393066
	Iteration 154F: 3 clusters Score -269228 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (150979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150979 members 
Entering Unmasked Estep 
Score: -5006384.500000 Penalty: 542.582764
	Iteration 0F: 2 clusters Score -5006384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75270 members 
Mstep: Class 2 contains 75709 members 
Entering Unmasked Estep 
Score: -4903955.000000 Penalty: 1085.165527
	Iteration 0F: 3 clusters Score -4903955 nChanged 74151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65021 members 
Mstep: Class 2 contains 85958 members 
Entering Unmasked Estep 
Score: -4952518.500000 Penalty: 1085.165527
	Iteration 1F: 3 clusters Score -4952518 nChanged 10270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58001 members 
Mstep: Class 2 contains 92978 members 
Entering Unmasked Estep 
Score: -4958311.500000 Penalty: 1085.165527
	Iteration 2F: 3 clusters Score -4958312 nChanged 12049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48968 members 
Mstep: Class 2 contains 102011 members 
Entering Unmasked Estep 
Score: -4966251.000000 Penalty: 1085.165527
	Iteration 3F: 3 clusters Score -4966251 nChanged 11677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 111512 members 
Entering Unmasked Estep 
Score: -4974360.500000 Penalty: 1085.165527
	Iteration 4F: 3 clusters Score -4974360 nChanged 9922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30687 members 
Mstep: Class 2 contains 120292 members 
Entering Unmasked Estep 
Score: -4981874.500000 Penalty: 1085.165527
	Iteration 5F: 3 clusters Score -4981874 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 127664 members 
Entering Unmasked Estep 
Score: -4988648.500000 Penalty: 1085.165527
	Iteration 6F: 3 clusters Score -4988648 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 133181 members 
Entering Unmasked Estep 
Score: -4994856.500000 Penalty: 1085.165527
	Iteration 7Q: 3 clusters Score -4994856 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 136502 members 
Entering Unmasked Estep 
Score: -4999097.000000 Penalty: 1085.165527
	Iteration 8Q: 3 clusters Score -4999097 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 138332 members 
Entering Unmasked Estep 
Score: -5000893.500000 Penalty: 1085.165527
	Iteration 9Q: 3 clusters Score -5000894 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 139772 members 
Entering Unmasked Estep 
Score: -5001802.000000 Penalty: 1085.165527
	Iteration 10Q: 3 clusters Score -5001802 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 141028 members 
Entering Unmasked Estep 
Score: -5002482.000000 Penalty: 1085.165527
	Iteration 11Q: 3 clusters Score -5002482 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 142091 members 
Entering Unmasked Estep 
Score: -5002977.500000 Penalty: 1085.165527
	Iteration 12Q: 3 clusters Score -5002978 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 143051 members 
Entering Unmasked Estep 
Score: -5003429.000000 Penalty: 1085.165527
	Iteration 13Q: 3 clusters Score -5003429 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 143901 members 
Entering Unmasked Estep 
Score: -5003773.000000 Penalty: 1085.165527
	Iteration 14Q: 3 clusters Score -5003773 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 144620 members 
Entering Unmasked Estep 
Score: -5004068.000000 Penalty: 1085.165527
	Iteration 15Q: 3 clusters Score -5004068 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 145307 members 
Entering Unmasked Estep 
Score: -5004331.000000 Penalty: 1085.165527
	Iteration 16Q: 3 clusters Score -5004331 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 145899 members 
Entering Unmasked Estep 
Score: -5004569.000000 Penalty: 1085.165527
	Iteration 17Q: 3 clusters Score -5004569 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 146392 members 
Entering Unmasked Estep 
Score: -5004752.500000 Penalty: 1085.165527
	Iteration 18Q: 3 clusters Score -5004752 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 146837 members 
Entering Unmasked Estep 
Score: -5004907.500000 Penalty: 1085.165527
	Iteration 19Q: 3 clusters Score -5004908 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 147241 members 
Entering Unmasked Estep 
Score: -5005049.500000 Penalty: 1085.165527
	Iteration 20F: 3 clusters Score -5005050 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 147579 members 
Entering Unmasked Estep 
Score: -5005142.000000 Penalty: 1085.165527
	Iteration 21Q: 3 clusters Score -5005142 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 147896 members 
Entering Unmasked Estep 
Score: -5005226.500000 Penalty: 1085.165527
	Iteration 22Q: 3 clusters Score -5005226 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 148169 members 
Entering Unmasked Estep 
Score: -5005320.000000 Penalty: 1085.165527
	Iteration 23Q: 3 clusters Score -5005320 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 148412 members 
Entering Unmasked Estep 
Score: -5005412.000000 Penalty: 1085.165527
	Iteration 24Q: 3 clusters Score -5005412 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 148618 members 
Entering Unmasked Estep 
Score: -5005470.000000 Penalty: 1085.165527
	Iteration 25Q: 3 clusters Score -5005470 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 148813 members 
Entering Unmasked Estep 
Score: -5005535.500000 Penalty: 1085.165527
	Iteration 26Q: 3 clusters Score -5005536 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 148982 members 
Entering Unmasked Estep 
Score: -5005593.500000 Penalty: 1085.165527
	Iteration 27Q: 3 clusters Score -5005594 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 149127 members 
Entering Unmasked Estep 
Score: -5005639.500000 Penalty: 1085.165527
	Iteration 28Q: 3 clusters Score -5005640 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 149266 members 
Entering Unmasked Estep 
Score: -5005699.500000 Penalty: 1085.165527
	Iteration 29Q: 3 clusters Score -5005700 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 149385 members 
Entering Unmasked Estep 
Score: -5005752.500000 Penalty: 1085.165527
	Iteration 30Q: 3 clusters Score -5005752 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 149472 members 
Entering Unmasked Estep 
Score: -5005769.500000 Penalty: 1085.165527
	Iteration 31Q: 3 clusters Score -5005770 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 149554 members 
Entering Unmasked Estep 
Score: -5005785.500000 Penalty: 1085.165527
	Iteration 32Q: 3 clusters Score -5005786 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 149629 members 
Entering Unmasked Estep 
Score: -5005803.500000 Penalty: 1085.165527
	Iteration 33Q: 3 clusters Score -5005804 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 149705 members 
Entering Unmasked Estep 
Score: -5005825.500000 Penalty: 1085.165527
	Iteration 34Q: 3 clusters Score -5005826 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 149761 members 
Entering Unmasked Estep 
Score: -5005838.000000 Penalty: 1085.165527
	Iteration 35Q: 3 clusters Score -5005838 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 149808 members 
Entering Unmasked Estep 
Score: -5005849.000000 Penalty: 1085.165527
	Iteration 36Q: 3 clusters Score -5005849 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 149847 members 
Entering Unmasked Estep 
Score: -5005860.000000 Penalty: 1085.165527
	Iteration 37Q: 3 clusters Score -5005860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 149884 members 
Entering Unmasked Estep 
Score: -5005863.000000 Penalty: 1085.165527
	Iteration 38Q: 3 clusters Score -5005863 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 149919 members 
Entering Unmasked Estep 
Score: -5005876.500000 Penalty: 1085.165527
	Iteration 39Q: 3 clusters Score -5005876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 149945 members 
Entering Unmasked Estep 
Score: -5005874.500000 Penalty: 1085.165527
	Iteration 40F: 3 clusters Score -5005874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 149972 members 
Entering Unmasked Estep 
Score: -5005886.500000 Penalty: 1085.165527
	Iteration 41Q: 3 clusters Score -5005886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 149996 members 
Entering Unmasked Estep 
Score: -5005892.500000 Penalty: 1085.165527
	Iteration 42Q: 3 clusters Score -5005892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 150019 members 
Entering Unmasked Estep 
Score: -5005901.500000 Penalty: 1085.165527
	Iteration 43Q: 3 clusters Score -5005902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 150040 members 
Entering Unmasked Estep 
Score: -5005904.500000 Penalty: 1085.165527
	Iteration 44Q: 3 clusters Score -5005904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 150057 members 
Entering Unmasked Estep 
Score: -5005907.000000 Penalty: 1085.165527
	Iteration 45Q: 3 clusters Score -5005907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 150071 members 
Entering Unmasked Estep 
Score: -5005911.000000 Penalty: 1085.165527
	Iteration 46Q: 3 clusters Score -5005911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 150091 members 
Entering Unmasked Estep 
Score: -5005920.000000 Penalty: 1085.165527
	Iteration 47Q: 3 clusters Score -5005920 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 150112 members 
Entering Unmasked Estep 
Score: -5005920.500000 Penalty: 1085.165527
	Iteration 48Q: 3 clusters Score -5005920 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 150126 members 
Entering Unmasked Estep 
Score: -5005934.000000 Penalty: 1085.165527
	Iteration 49Q: 3 clusters Score -5005934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 150140 members 
Entering Unmasked Estep 
Score: -5005941.000000 Penalty: 1085.165527
	Iteration 50Q: 3 clusters Score -5005941 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 150153 members 
Entering Unmasked Estep 
Score: -5005939.000000 Penalty: 1085.165527
	Iteration 51Q: 3 clusters Score -5005939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 150158 members 
Entering Unmasked Estep 
Score: -5005936.500000 Penalty: 1085.165527
	Iteration 52Q: 3 clusters Score -5005936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 150169 members 
Entering Unmasked Estep 
Score: -5005943.000000 Penalty: 1085.165527
	Iteration 53Q: 3 clusters Score -5005943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 150180 members 
Entering Unmasked Estep 
Score: -5005953.000000 Penalty: 1085.165527
	Iteration 54Q: 3 clusters Score -5005953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 150188 members 
Entering Unmasked Estep 
Score: -5005953.500000 Penalty: 1085.165527
	Iteration 55Q: 3 clusters Score -5005954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 150198 members 
Entering Unmasked Estep 
Score: -5005947.000000 Penalty: 1085.165527
	Iteration 56Q: 3 clusters Score -5005947 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 150211 members 
Entering Unmasked Estep 
Score: -5005958.000000 Penalty: 1085.165527
	Iteration 57Q: 3 clusters Score -5005958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 150227 members 
Entering Unmasked Estep 
Score: -5005951.500000 Penalty: 1085.165527
	Iteration 58Q: 3 clusters Score -5005952 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 150238 members 
Entering Unmasked Estep 
Score: -5005955.000000 Penalty: 1085.165527
	Iteration 59Q: 3 clusters Score -5005955 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 150248 members 
Entering Unmasked Estep 
Score: -5005956.500000 Penalty: 1085.165527
	Iteration 60F: 3 clusters Score -5005956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 150262 members 
Entering Unmasked Estep 
Score: -5005960.000000 Penalty: 1085.165527
	Iteration 61Q: 3 clusters Score -5005960 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 150268 members 
Entering Unmasked Estep 
Score: -5005962.000000 Penalty: 1085.165527
	Iteration 62Q: 3 clusters Score -5005962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 150279 members 
Entering Unmasked Estep 
Score: -5005967.500000 Penalty: 1085.165527
	Iteration 63Q: 3 clusters Score -5005968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 150288 members 
Entering Unmasked Estep 
Score: -5005965.500000 Penalty: 1085.165527
	Iteration 64Q: 3 clusters Score -5005966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 150291 members 
Entering Unmasked Estep 
Score: -5005969.500000 Penalty: 1085.165527
	Iteration 65Q: 3 clusters Score -5005970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 150305 members 
Entering Unmasked Estep 
Score: -5005966.000000 Penalty: 1085.165527
	Iteration 66Q: 3 clusters Score -5005966 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 150316 members 
Entering Unmasked Estep 
Score: -5005959.500000 Penalty: 1085.165527
	Iteration 67Q: 3 clusters Score -5005960 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 150322 members 
Entering Unmasked Estep 
Score: -5005970.000000 Penalty: 1085.165527
	Iteration 68Q: 3 clusters Score -5005970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 150327 members 
Entering Unmasked Estep 
Score: -5005969.500000 Penalty: 1085.165527
	Iteration 69Q: 3 clusters Score -5005970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 150332 members 
Entering Unmasked Estep 
Score: -5005971.000000 Penalty: 1085.165527
	Iteration 70Q: 3 clusters Score -5005971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 150339 members 
Entering Unmasked Estep 
Score: -5005971.000000 Penalty: 1085.165527
	Iteration 71Q: 3 clusters Score -5005971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 150343 members 
Entering Unmasked Estep 
Score: -5005968.500000 Penalty: 1085.165527
	Iteration 72Q: 3 clusters Score -5005968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 150347 members 
Entering Unmasked Estep 
Score: -5005972.000000 Penalty: 1085.165527
	Iteration 73Q: 3 clusters Score -5005972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 150349 members 
Entering Unmasked Estep 
Score: -5005969.000000 Penalty: 1085.165527
	Iteration 74Q: 3 clusters Score -5005969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 150350 members 
Entering Unmasked Estep 
Score: -5005971.500000 Penalty: 1085.165527
	Iteration 75Q: 3 clusters Score -5005972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 150350 members 
Entering Unmasked Estep 
Score: -5005971.500000 Penalty: 1085.165527
	Iteration 76F: 3 clusters Score -5005972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Entering Unmasked Estep 
Score: -34395.843750 Penalty: 328.427032
	Iteration 0F: 2 clusters Score -34395.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -33371.753906 Penalty: 656.854065
	Iteration 0F: 3 clusters Score -33371.75 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -33713.203125 Penalty: 656.854065
	Iteration 1F: 3 clusters Score -33713.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -33803.816406 Penalty: 656.854065
	Iteration 2F: 3 clusters Score -33803.82 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -33883.859375 Penalty: 656.854065
	Iteration 3F: 3 clusters Score -33883.86 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -33975.074219 Penalty: 656.854065
	Iteration 4F: 3 clusters Score -33975.07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -34059.917969 Penalty: 656.854065
	Iteration 5F: 3 clusters Score -34059.92 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -34118.187500 Penalty: 656.854065
	Iteration 6Q: 3 clusters Score -34118.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -34163.183594 Penalty: 656.854065
	Iteration 7Q: 3 clusters Score -34163.18 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -34214.613281 Penalty: 656.854065
	Iteration 8Q: 3 clusters Score -34214.61 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -34275.125000 Penalty: 656.854065
	Iteration 9Q: 3 clusters Score -34275.12 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -34339.773438 Penalty: 656.854065
	Iteration 10Q: 3 clusters Score -34339.77 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -34387.597656 Penalty: 656.854065
	Iteration 11Q: 3 clusters Score -34387.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -34462.929688 Penalty: 656.854065
	Iteration 12Q: 3 clusters Score -34462.93 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -34546.371094 Penalty: 656.854065
	Iteration 13Q: 3 clusters Score -34546.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -34570.875000 Penalty: 656.854065
	Iteration 14Q: 3 clusters Score -34570.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -34578.691406 Penalty: 656.854065
	Iteration 15Q: 3 clusters Score -34578.69 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -34580.906250 Penalty: 656.854065
	Iteration 16Q: 3 clusters Score -34580.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -34581.898438 Penalty: 656.854065
	Iteration 17Q: 3 clusters Score -34581.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -34582.757812 Penalty: 656.854065
	Iteration 18Q: 3 clusters Score -34582.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -34583.550781 Penalty: 656.854065
	Iteration 19Q: 3 clusters Score -34583.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -34584.378906 Penalty: 656.854065
	Iteration 20F: 3 clusters Score -34584.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -34584.429688 Penalty: 656.854065
	Iteration 21Q: 3 clusters Score -34584.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -34584.503906 Penalty: 656.854065
	Iteration 22Q: 3 clusters Score -34584.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -34584.503906 Penalty: 656.854065
	Iteration 23F: 3 clusters Score -34584.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 6806 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24689 members 
Mstep: Class 7 contains 5293 members 
Mstep: Class 8 contains 8319 members 
Mstep: Class 9 contains 150979 members 
Mstep: Class 10 contains 833 members 
Mstep: Class 11 contains 531 members 
Mstep: Class 12 contains 33538 members 
Mstep: Class 13 contains 18268 members 
Mstep: Class 14 contains 8475 members 
Mstep: Class 15 contains 17771 members 
Mstep: Class 16 contains 135892 members 
Mstep: Class 17 contains 5219 members 
Mstep: Class 18 contains 5882 members 
Mstep: Class 19 contains 1234 members 
Mstep: Class 20 contains 2160 members 
Mstep: Class 21 contains 7116 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 35906 members 
Entering Unmasked Estep 
Score: -15726506.000000 Penalty: 13779.833984
Splitting cluster 11 changes total score from -15726566.000000 to -15726506.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (33538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Entering Unmasked Estep 
Score: -1072085.125000 Penalty: 474.129761
	Iteration 0F: 2 clusters Score -1072085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -1049751.500000 Penalty: 948.259521
	Iteration 0F: 3 clusters Score -1049752 nChanged 15980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -1060543.625000 Penalty: 948.259521
	Iteration 1F: 3 clusters Score -1060544 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -1061957.750000 Penalty: 948.259521
	Iteration 2F: 3 clusters Score -1061958 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -1063459.375000 Penalty: 948.259521
	Iteration 3F: 3 clusters Score -1063459 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -1065021.500000 Penalty: 948.259521
	Iteration 4F: 3 clusters Score -1065022 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -1066603.125000 Penalty: 948.259521
	Iteration 5F: 3 clusters Score -1066603 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -1068124.250000 Penalty: 948.259521
	Iteration 6F: 3 clusters Score -1068124 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -1069363.500000 Penalty: 948.259521
	Iteration 7Q: 3 clusters Score -1069364 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -1070172.500000 Penalty: 948.259521
	Iteration 8Q: 3 clusters Score -1070172 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -1070586.125000 Penalty: 948.259521
	Iteration 9Q: 3 clusters Score -1070586 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 29731 members 
Entering Unmasked Estep 
Score: -1070792.875000 Penalty: 948.259521
	Iteration 10Q: 3 clusters Score -1070793 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -1070919.500000 Penalty: 948.259521
	Iteration 11Q: 3 clusters Score -1070920 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -1071018.375000 Penalty: 948.259521
	Iteration 12Q: 3 clusters Score -1071018 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -1071094.750000 Penalty: 948.259521
	Iteration 13Q: 3 clusters Score -1071095 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -1071154.375000 Penalty: 948.259521
	Iteration 14Q: 3 clusters Score -1071154 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 30843 members 
Entering Unmasked Estep 
Score: -1071208.375000 Penalty: 948.259521
	Iteration 15Q: 3 clusters Score -1071208 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 31013 members 
Entering Unmasked Estep 
Score: -1071256.625000 Penalty: 948.259521
	Iteration 16Q: 3 clusters Score -1071257 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -1071302.375000 Penalty: 948.259521
	Iteration 17Q: 3 clusters Score -1071302 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 31337 members 
Entering Unmasked Estep 
Score: -1071349.125000 Penalty: 948.259521
	Iteration 18Q: 3 clusters Score -1071349 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -1071383.000000 Penalty: 948.259521
	Iteration 19Q: 3 clusters Score -1071383 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 31581 members 
Entering Unmasked Estep 
Score: -1071404.000000 Penalty: 948.259521
	Iteration 20F: 3 clusters Score -1071404 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -1071431.000000 Penalty: 948.259521
	Iteration 21Q: 3 clusters Score -1071431 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 31791 members 
Entering Unmasked Estep 
Score: -1071457.125000 Penalty: 948.259521
	Iteration 22Q: 3 clusters Score -1071457 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 31890 members 
Entering Unmasked Estep 
Score: -1071486.125000 Penalty: 948.259521
	Iteration 23Q: 3 clusters Score -1071486 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 31980 members 
Entering Unmasked Estep 
Score: -1071504.375000 Penalty: 948.259521
	Iteration 24Q: 3 clusters Score -1071504 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -1071524.875000 Penalty: 948.259521
	Iteration 25Q: 3 clusters Score -1071525 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -1071543.250000 Penalty: 948.259521
	Iteration 26Q: 3 clusters Score -1071543 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -1071562.125000 Penalty: 948.259521
	Iteration 27Q: 3 clusters Score -1071562 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -1071587.125000 Penalty: 948.259521
	Iteration 28Q: 3 clusters Score -1071587 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -1071611.250000 Penalty: 948.259521
	Iteration 29Q: 3 clusters Score -1071611 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 32443 members 
Entering Unmasked Estep 
Score: -1071631.250000 Penalty: 948.259521
	Iteration 30Q: 3 clusters Score -1071631 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 32497 members 
Entering Unmasked Estep 
Score: -1071644.000000 Penalty: 948.259521
	Iteration 31Q: 3 clusters Score -1071644 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -1071657.500000 Penalty: 948.259521
	Iteration 32Q: 3 clusters Score -1071658 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 32579 members 
Entering Unmasked Estep 
Score: -1071666.875000 Penalty: 948.259521
	Iteration 33Q: 3 clusters Score -1071667 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 32615 members 
Entering Unmasked Estep 
Score: -1071681.875000 Penalty: 948.259521
	Iteration 34Q: 3 clusters Score -1071682 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -1071688.625000 Penalty: 948.259521
	Iteration 35Q: 3 clusters Score -1071689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -1071692.250000 Penalty: 948.259521
	Iteration 36Q: 3 clusters Score -1071692 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 32696 members 
Entering Unmasked Estep 
Score: -1071696.125000 Penalty: 948.259521
	Iteration 37Q: 3 clusters Score -1071696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -1071700.250000 Penalty: 948.259521
	Iteration 38Q: 3 clusters Score -1071700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -1071705.000000 Penalty: 948.259521
	Iteration 39Q: 3 clusters Score -1071705 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -1071705.625000 Penalty: 948.259521
	Iteration 40F: 3 clusters Score -1071706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -1071705.750000 Penalty: 948.259521
	Iteration 41Q: 3 clusters Score -1071706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -1071707.750000 Penalty: 948.259521
	Iteration 42Q: 3 clusters Score -1071708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 32795 members 
Entering Unmasked Estep 
Score: -1071709.375000 Penalty: 948.259521
	Iteration 43Q: 3 clusters Score -1071709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 32799 members 
Entering Unmasked Estep 
Score: -1071709.250000 Penalty: 948.259521
	Iteration 44Q: 3 clusters Score -1071709 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -1071711.000000 Penalty: 948.259521
	Iteration 45Q: 3 clusters Score -1071711 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -1071709.125000 Penalty: 948.259521
	Iteration 46Q: 3 clusters Score -1071709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 32817 members 
Entering Unmasked Estep 
Score: -1071711.125000 Penalty: 948.259521
	Iteration 47Q: 3 clusters Score -1071711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 32822 members 
Entering Unmasked Estep 
Score: -1071712.500000 Penalty: 948.259521
	Iteration 48Q: 3 clusters Score -1071712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 32827 members 
Entering Unmasked Estep 
Score: -1071712.625000 Penalty: 948.259521
	Iteration 49Q: 3 clusters Score -1071713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -1071715.375000 Penalty: 948.259521
	Iteration 50Q: 3 clusters Score -1071715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -1071714.250000 Penalty: 948.259521
	Iteration 51Q: 3 clusters Score -1071714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -1071714.250000 Penalty: 948.259521
	Iteration 52Q: 3 clusters Score -1071714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -1071714.750000 Penalty: 948.259521
	Iteration 53Q: 3 clusters Score -1071715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -1071714.750000 Penalty: 948.259521
	Iteration 54F: 3 clusters Score -1071715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Entering Unmasked Estep 
Score: -617965.250000 Penalty: 446.487244
	Iteration 0F: 2 clusters Score -617965.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -605840.250000 Penalty: 892.974487
	Iteration 0F: 3 clusters Score -605840.2 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -610936.750000 Penalty: 892.974487
	Iteration 1F: 3 clusters Score -610936.8 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -611347.875000 Penalty: 892.974487
	Iteration 2F: 3 clusters Score -611347.9 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -611765.750000 Penalty: 892.974487
	Iteration 3F: 3 clusters Score -611765.8 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -612198.625000 Penalty: 892.974487
	Iteration 4F: 3 clusters Score -612198.6 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -612593.875000 Penalty: 892.974487
	Iteration 5F: 3 clusters Score -612593.9 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -612937.875000 Penalty: 892.974487
	Iteration 6Q: 3 clusters Score -612937.9 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -613275.500000 Penalty: 892.974487
	Iteration 7Q: 3 clusters Score -613275.5 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -613643.500000 Penalty: 892.974487
	Iteration 8Q: 3 clusters Score -613643.5 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -614045.937500 Penalty: 892.974487
	Iteration 9Q: 3 clusters Score -614045.9 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -614385.500000 Penalty: 892.974487
	Iteration 10Q: 3 clusters Score -614385.5 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -614609.625000 Penalty: 892.974487
	Iteration 11Q: 3 clusters Score -614609.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8511 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -614765.875000 Penalty: 892.974487
	Iteration 12Q: 3 clusters Score -614765.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -614866.687500 Penalty: 892.974487
	Iteration 13Q: 3 clusters Score -614866.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -614943.500000 Penalty: 892.974487
	Iteration 14Q: 3 clusters Score -614943.5 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -615014.000000 Penalty: 892.974487
	Iteration 15Q: 3 clusters Score -615014 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -615073.312500 Penalty: 892.974487
	Iteration 16Q: 3 clusters Score -615073.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -615135.000000 Penalty: 892.974487
	Iteration 17Q: 3 clusters Score -615135 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -615195.062500 Penalty: 892.974487
	Iteration 18Q: 3 clusters Score -615195.1 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -615252.625000 Penalty: 892.974487
	Iteration 19Q: 3 clusters Score -615252.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -615327.125000 Penalty: 892.974487
	Iteration 20F: 3 clusters Score -615327.1 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -615401.750000 Penalty: 892.974487
	Iteration 21Q: 3 clusters Score -615401.8 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -615489.937500 Penalty: 892.974487
	Iteration 22Q: 3 clusters Score -615489.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -615576.562500 Penalty: 892.974487
	Iteration 23Q: 3 clusters Score -615576.6 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -615667.500000 Penalty: 892.974487
	Iteration 24Q: 3 clusters Score -615667.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -615756.562500 Penalty: 892.974487
	Iteration 25Q: 3 clusters Score -615756.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -615837.000000 Penalty: 892.974487
	Iteration 26Q: 3 clusters Score -615837 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -615906.250000 Penalty: 892.974487
	Iteration 27Q: 3 clusters Score -615906.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -615969.000000 Penalty: 892.974487
	Iteration 28Q: 3 clusters Score -615969 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -616030.187500 Penalty: 892.974487
	Iteration 29Q: 3 clusters Score -616030.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -616090.500000 Penalty: 892.974487
	Iteration 30Q: 3 clusters Score -616090.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -616154.000000 Penalty: 892.974487
	Iteration 31Q: 3 clusters Score -616154 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -616214.687500 Penalty: 892.974487
	Iteration 32Q: 3 clusters Score -616214.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -616269.625000 Penalty: 892.974487
	Iteration 33Q: 3 clusters Score -616269.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -616325.750000 Penalty: 892.974487
	Iteration 34Q: 3 clusters Score -616325.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -616375.312500 Penalty: 892.974487
	Iteration 35Q: 3 clusters Score -616375.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -616409.312500 Penalty: 892.974487
	Iteration 36Q: 3 clusters Score -616409.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -616454.062500 Penalty: 892.974487
	Iteration 37Q: 3 clusters Score -616454.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -616491.000000 Penalty: 892.974487
	Iteration 38Q: 3 clusters Score -616491 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -616521.250000 Penalty: 892.974487
	Iteration 39Q: 3 clusters Score -616521.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -616561.187500 Penalty: 892.974487
	Iteration 40F: 3 clusters Score -616561.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -616607.062500 Penalty: 892.974487
	Iteration 41Q: 3 clusters Score -616607.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -616649.187500 Penalty: 892.974487
	Iteration 42Q: 3 clusters Score -616649.2 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -616681.937500 Penalty: 892.974487
	Iteration 43Q: 3 clusters Score -616681.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -616711.375000 Penalty: 892.974487
	Iteration 44Q: 3 clusters Score -616711.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -616735.562500 Penalty: 892.974487
	Iteration 45Q: 3 clusters Score -616735.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -616770.000000 Penalty: 892.974487
	Iteration 46Q: 3 clusters Score -616770 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -616802.562500 Penalty: 892.974487
	Iteration 47Q: 3 clusters Score -616802.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -616835.562500 Penalty: 892.974487
	Iteration 48Q: 3 clusters Score -616835.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -616876.000000 Penalty: 892.974487
	Iteration 49Q: 3 clusters Score -616876 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -616912.812500 Penalty: 892.974487
	Iteration 50Q: 3 clusters Score -616912.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -616945.937500 Penalty: 892.974487
	Iteration 51Q: 3 clusters Score -616945.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -616979.812500 Penalty: 892.974487
	Iteration 52Q: 3 clusters Score -616979.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -617011.125000 Penalty: 892.974487
	Iteration 53Q: 3 clusters Score -617011.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -617047.375000 Penalty: 892.974487
	Iteration 54Q: 3 clusters Score -617047.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -617075.750000 Penalty: 892.974487
	Iteration 55Q: 3 clusters Score -617075.8 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -617102.000000 Penalty: 892.974487
	Iteration 56Q: 3 clusters Score -617102 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -617124.687500 Penalty: 892.974487
	Iteration 57Q: 3 clusters Score -617124.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -617148.312500 Penalty: 892.974487
	Iteration 58Q: 3 clusters Score -617148.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -617174.562500 Penalty: 892.974487
	Iteration 59Q: 3 clusters Score -617174.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -617198.812500 Penalty: 892.974487
	Iteration 60F: 3 clusters Score -617198.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -617217.437500 Penalty: 892.974487
	Iteration 61Q: 3 clusters Score -617217.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16005 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -617235.625000 Penalty: 892.974487
	Iteration 62Q: 3 clusters Score -617235.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -617257.875000 Penalty: 892.974487
	Iteration 63Q: 3 clusters Score -617257.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -617285.000000 Penalty: 892.974487
	Iteration 64Q: 3 clusters Score -617285 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -617305.562500 Penalty: 892.974487
	Iteration 65Q: 3 clusters Score -617305.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -617326.562500 Penalty: 892.974487
	Iteration 66Q: 3 clusters Score -617326.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -617343.437500 Penalty: 892.974487
	Iteration 67Q: 3 clusters Score -617343.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -617367.687500 Penalty: 892.974487
	Iteration 68Q: 3 clusters Score -617367.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -617395.000000 Penalty: 892.974487
	Iteration 69Q: 3 clusters Score -617395 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -617426.625000 Penalty: 892.974487
	Iteration 70Q: 3 clusters Score -617426.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -617454.375000 Penalty: 892.974487
	Iteration 71Q: 3 clusters Score -617454.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -617473.562500 Penalty: 892.974487
	Iteration 72Q: 3 clusters Score -617473.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -617485.625000 Penalty: 892.974487
	Iteration 73Q: 3 clusters Score -617485.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -617497.062500 Penalty: 892.974487
	Iteration 74Q: 3 clusters Score -617497.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -617501.812500 Penalty: 892.974487
	Iteration 75Q: 3 clusters Score -617501.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -617509.000000 Penalty: 892.974487
	Iteration 76Q: 3 clusters Score -617509 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -617515.812500 Penalty: 892.974487
	Iteration 77Q: 3 clusters Score -617515.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -617523.000000 Penalty: 892.974487
	Iteration 78Q: 3 clusters Score -617523 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -617530.062500 Penalty: 892.974487
	Iteration 79Q: 3 clusters Score -617530.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -617538.437500 Penalty: 892.974487
	Iteration 80F: 3 clusters Score -617538.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -617542.312500 Penalty: 892.974487
	Iteration 81Q: 3 clusters Score -617542.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -617546.187500 Penalty: 892.974487
	Iteration 82Q: 3 clusters Score -617546.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -617549.000000 Penalty: 892.974487
	Iteration 83Q: 3 clusters Score -617549 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -617553.250000 Penalty: 892.974487
	Iteration 84Q: 3 clusters Score -617553.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -617554.000000 Penalty: 892.974487
	Iteration 85Q: 3 clusters Score -617554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -617556.000000 Penalty: 892.974487
	Iteration 86Q: 3 clusters Score -617556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -617557.250000 Penalty: 892.974487
	Iteration 87Q: 3 clusters Score -617557.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -617561.937500 Penalty: 892.974487
	Iteration 88Q: 3 clusters Score -617561.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -617567.062500 Penalty: 892.974487
	Iteration 89Q: 3 clusters Score -617567.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -617574.062500 Penalty: 892.974487
	Iteration 90Q: 3 clusters Score -617574.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -617576.750000 Penalty: 892.974487
	Iteration 91Q: 3 clusters Score -617576.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -617580.375000 Penalty: 892.974487
	Iteration 92Q: 3 clusters Score -617580.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -617584.375000 Penalty: 892.974487
	Iteration 93Q: 3 clusters Score -617584.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -617587.125000 Penalty: 892.974487
	Iteration 94Q: 3 clusters Score -617587.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17531 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -617590.687500 Penalty: 892.974487
	Iteration 95Q: 3 clusters Score -617590.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -617597.187500 Penalty: 892.974487
	Iteration 96Q: 3 clusters Score -617597.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -617600.687500 Penalty: 892.974487
	Iteration 97Q: 3 clusters Score -617600.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17582 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -617603.375000 Penalty: 892.974487
	Iteration 98Q: 3 clusters Score -617603.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -617605.125000 Penalty: 892.974487
	Iteration 99Q: 3 clusters Score -617605.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -617607.687500 Penalty: 892.974487
	Iteration 100F: 3 clusters Score -617607.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -617608.687500 Penalty: 892.974487
	Iteration 101Q: 3 clusters Score -617608.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -617609.625000 Penalty: 892.974487
	Iteration 102Q: 3 clusters Score -617609.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -617611.187500 Penalty: 892.974487
	Iteration 103Q: 3 clusters Score -617611.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -617612.500000 Penalty: 892.974487
	Iteration 104Q: 3 clusters Score -617612.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -617612.125000 Penalty: 892.974487
	Iteration 105Q: 3 clusters Score -617612.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -617613.500000 Penalty: 892.974487
	Iteration 106Q: 3 clusters Score -617613.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -617616.062500 Penalty: 892.974487
	Iteration 107Q: 3 clusters Score -617616.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -617618.750000 Penalty: 892.974487
	Iteration 108Q: 3 clusters Score -617618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -617619.750000 Penalty: 892.974487
	Iteration 109Q: 3 clusters Score -617619.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -617621.875000 Penalty: 892.974487
	Iteration 110Q: 3 clusters Score -617621.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -617620.937500 Penalty: 892.974487
	Iteration 111Q: 3 clusters Score -617620.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -617621.625000 Penalty: 892.974487
	Iteration 112Q: 3 clusters Score -617621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -617621.000000 Penalty: 892.974487
	Iteration 113Q: 3 clusters Score -617621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -617622.187500 Penalty: 892.974487
	Iteration 114Q: 3 clusters Score -617622.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -617623.187500 Penalty: 892.974487
	Iteration 115Q: 3 clusters Score -617623.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -617622.312500 Penalty: 892.974487
	Iteration 116Q: 3 clusters Score -617622.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -617622.250000 Penalty: 892.974487
	Iteration 117Q: 3 clusters Score -617622.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -617622.750000 Penalty: 892.974487
	Iteration 118Q: 3 clusters Score -617622.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -617622.187500 Penalty: 892.974487
	Iteration 119Q: 3 clusters Score -617622.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -617623.062500 Penalty: 892.974487
	Iteration 120F: 3 clusters Score -617623.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -617623.437500 Penalty: 892.974487
	Iteration 121Q: 3 clusters Score -617623.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -617622.687500 Penalty: 892.974487
	Iteration 122Q: 3 clusters Score -617622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -617623.062500 Penalty: 892.974487
	Iteration 123Q: 3 clusters Score -617623.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -617623.812500 Penalty: 892.974487
	Iteration 124Q: 3 clusters Score -617623.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -617623.312500 Penalty: 892.974487
	Iteration 125Q: 3 clusters Score -617623.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -617623.937500 Penalty: 892.974487
	Iteration 126Q: 3 clusters Score -617623.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -617625.062500 Penalty: 892.974487
	Iteration 127Q: 3 clusters Score -617625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -617625.062500 Penalty: 892.974487
	Iteration 128Q: 3 clusters Score -617625.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -617625.375000 Penalty: 892.974487
	Iteration 129Q: 3 clusters Score -617625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -617624.625000 Penalty: 892.974487
	Iteration 130Q: 3 clusters Score -617624.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -617625.375000 Penalty: 892.974487
	Iteration 131Q: 3 clusters Score -617625.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -617625.312500 Penalty: 892.974487
	Iteration 132Q: 3 clusters Score -617625.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -617626.750000 Penalty: 892.974487
	Iteration 133Q: 3 clusters Score -617626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -617627.062500 Penalty: 892.974487
	Iteration 134Q: 3 clusters Score -617627.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -617626.937500 Penalty: 892.974487
	Iteration 135Q: 3 clusters Score -617626.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -617627.062500 Penalty: 892.974487
	Iteration 136Q: 3 clusters Score -617627.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -617627.062500 Penalty: 892.974487
	Iteration 137F: 3 clusters Score -617627.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (8475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Entering Unmasked Estep 
Score: -247125.484375 Penalty: 411.541870
	Iteration 0F: 2 clusters Score -247125.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -241503.031250 Penalty: 823.083740
	Iteration 0F: 3 clusters Score -241503 nChanged 3862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -243821.109375 Penalty: 823.083740
	Iteration 1F: 3 clusters Score -243821.1 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -244086.156250 Penalty: 823.083740
	Iteration 2F: 3 clusters Score -244086.2 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -244419.984375 Penalty: 823.083740
	Iteration 3F: 3 clusters Score -244420 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -244812.250000 Penalty: 823.083740
	Iteration 4F: 3 clusters Score -244812.2 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -245206.656250 Penalty: 823.083740
	Iteration 5F: 3 clusters Score -245206.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -245520.437500 Penalty: 823.083740
	Iteration 6F: 3 clusters Score -245520.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -245676.593750 Penalty: 823.083740
	Iteration 7Q: 3 clusters Score -245676.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -245756.796875 Penalty: 823.083740
	Iteration 8Q: 3 clusters Score -245756.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -245821.171875 Penalty: 823.083740
	Iteration 9Q: 3 clusters Score -245821.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -245888.468750 Penalty: 823.083740
	Iteration 10Q: 3 clusters Score -245888.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -245943.234375 Penalty: 823.083740
	Iteration 11Q: 3 clusters Score -245943.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -245986.218750 Penalty: 823.083740
	Iteration 12Q: 3 clusters Score -245986.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -246017.843750 Penalty: 823.083740
	Iteration 13Q: 3 clusters Score -246017.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -246044.375000 Penalty: 823.083740
	Iteration 14Q: 3 clusters Score -246044.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -246064.796875 Penalty: 823.083740
	Iteration 15Q: 3 clusters Score -246064.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -246086.062500 Penalty: 823.083740
	Iteration 16Q: 3 clusters Score -246086.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -246099.468750 Penalty: 823.083740
	Iteration 17Q: 3 clusters Score -246099.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -246114.578125 Penalty: 823.083740
	Iteration 18Q: 3 clusters Score -246114.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -246130.859375 Penalty: 823.083740
	Iteration 19Q: 3 clusters Score -246130.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -246153.609375 Penalty: 823.083740
	Iteration 20F: 3 clusters Score -246153.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -246177.437500 Penalty: 823.083740
	Iteration 21Q: 3 clusters Score -246177.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -246200.125000 Penalty: 823.083740
	Iteration 22Q: 3 clusters Score -246200.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -246229.359375 Penalty: 823.083740
	Iteration 23Q: 3 clusters Score -246229.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -246278.968750 Penalty: 823.083740
	Iteration 24Q: 3 clusters Score -246279 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -246326.734375 Penalty: 823.083740
	Iteration 25Q: 3 clusters Score -246326.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -246360.984375 Penalty: 823.083740
	Iteration 26Q: 3 clusters Score -246361 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -246389.843750 Penalty: 823.083740
	Iteration 27Q: 3 clusters Score -246389.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -246409.375000 Penalty: 823.083740
	Iteration 28Q: 3 clusters Score -246409.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -246428.703125 Penalty: 823.083740
	Iteration 29Q: 3 clusters Score -246428.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -246445.468750 Penalty: 823.083740
	Iteration 30Q: 3 clusters Score -246445.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -246463.750000 Penalty: 823.083740
	Iteration 31Q: 3 clusters Score -246463.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -246484.187500 Penalty: 823.083740
	Iteration 32Q: 3 clusters Score -246484.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -246501.671875 Penalty: 823.083740
	Iteration 33Q: 3 clusters Score -246501.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -246514.562500 Penalty: 823.083740
	Iteration 34Q: 3 clusters Score -246514.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -246528.750000 Penalty: 823.083740
	Iteration 35Q: 3 clusters Score -246528.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -246548.812500 Penalty: 823.083740
	Iteration 36Q: 3 clusters Score -246548.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -246570.421875 Penalty: 823.083740
	Iteration 37Q: 3 clusters Score -246570.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -246586.750000 Penalty: 823.083740
	Iteration 38Q: 3 clusters Score -246586.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -246599.968750 Penalty: 823.083740
	Iteration 39Q: 3 clusters Score -246600 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -246612.546875 Penalty: 823.083740
	Iteration 40F: 3 clusters Score -246612.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -246622.906250 Penalty: 823.083740
	Iteration 41Q: 3 clusters Score -246622.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -246632.968750 Penalty: 823.083740
	Iteration 42Q: 3 clusters Score -246633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -246643.453125 Penalty: 823.083740
	Iteration 43Q: 3 clusters Score -246643.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -246652.890625 Penalty: 823.083740
	Iteration 44Q: 3 clusters Score -246652.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -246658.437500 Penalty: 823.083740
	Iteration 45Q: 3 clusters Score -246658.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -246666.703125 Penalty: 823.083740
	Iteration 46Q: 3 clusters Score -246666.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -246674.921875 Penalty: 823.083740
	Iteration 47Q: 3 clusters Score -246674.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -246682.968750 Penalty: 823.083740
	Iteration 48Q: 3 clusters Score -246683 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -246692.390625 Penalty: 823.083740
	Iteration 49Q: 3 clusters Score -246692.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -246701.671875 Penalty: 823.083740
	Iteration 50Q: 3 clusters Score -246701.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -246710.984375 Penalty: 823.083740
	Iteration 51Q: 3 clusters Score -246711 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -246719.593750 Penalty: 823.083740
	Iteration 52Q: 3 clusters Score -246719.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -246727.718750 Penalty: 823.083740
	Iteration 53Q: 3 clusters Score -246727.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -246738.765625 Penalty: 823.083740
	Iteration 54Q: 3 clusters Score -246738.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -246745.140625 Penalty: 823.083740
	Iteration 55Q: 3 clusters Score -246745.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -246751.843750 Penalty: 823.083740
	Iteration 56Q: 3 clusters Score -246751.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -246755.296875 Penalty: 823.083740
	Iteration 57Q: 3 clusters Score -246755.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -246759.984375 Penalty: 823.083740
	Iteration 58Q: 3 clusters Score -246760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -246761.968750 Penalty: 823.083740
	Iteration 59Q: 3 clusters Score -246762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -246765.703125 Penalty: 823.083740
	Iteration 60F: 3 clusters Score -246765.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -246768.359375 Penalty: 823.083740
	Iteration 61Q: 3 clusters Score -246768.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -246769.859375 Penalty: 823.083740
	Iteration 62Q: 3 clusters Score -246769.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -246770.984375 Penalty: 823.083740
	Iteration 63Q: 3 clusters Score -246771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -246771.281250 Penalty: 823.083740
	Iteration 64Q: 3 clusters Score -246771.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -246772.234375 Penalty: 823.083740
	Iteration 65Q: 3 clusters Score -246772.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -246772.109375 Penalty: 823.083740
	Iteration 66Q: 3 clusters Score -246772.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -246772.265625 Penalty: 823.083740
	Iteration 67Q: 3 clusters Score -246772.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -246772.390625 Penalty: 823.083740
	Iteration 68Q: 3 clusters Score -246772.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -246773.000000 Penalty: 823.083740
	Iteration 69Q: 3 clusters Score -246773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -246772.953125 Penalty: 823.083740
	Iteration 70Q: 3 clusters Score -246773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -246772.859375 Penalty: 823.083740
	Iteration 71Q: 3 clusters Score -246772.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -246772.859375 Penalty: 823.083740
	Iteration 72F: 3 clusters Score -246772.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (17771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Entering Unmasked Estep 
Score: -584704.375000 Penalty: 445.232208
	Iteration 0F: 2 clusters Score -584704.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -572872.625000 Penalty: 890.464417
	Iteration 0F: 3 clusters Score -572872.6 nChanged 8431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -577768.062500 Penalty: 890.464417
	Iteration 1F: 3 clusters Score -577768.1 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -578229.437500 Penalty: 890.464417
	Iteration 2F: 3 clusters Score -578229.4 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -578959.125000 Penalty: 890.464417
	Iteration 3F: 3 clusters Score -578959.1 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -580004.687500 Penalty: 890.464417
	Iteration 4F: 3 clusters Score -580004.7 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -581206.500000 Penalty: 890.464417
	Iteration 5F: 3 clusters Score -581206.5 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -582450.937500 Penalty: 890.464417
	Iteration 6F: 3 clusters Score -582450.9 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -583416.312500 Penalty: 890.464417
	Iteration 7Q: 3 clusters Score -583416.3 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -583909.937500 Penalty: 890.464417
	Iteration 8Q: 3 clusters Score -583909.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -584132.750000 Penalty: 890.464417
	Iteration 9Q: 3 clusters Score -584132.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 13780 members 
Entering Unmasked Estep 
Score: -584248.875000 Penalty: 890.464417
	Iteration 10Q: 3 clusters Score -584248.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -584318.062500 Penalty: 890.464417
	Iteration 11Q: 3 clusters Score -584318.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -584347.937500 Penalty: 890.464417
	Iteration 12Q: 3 clusters Score -584347.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -584368.375000 Penalty: 890.464417
	Iteration 13Q: 3 clusters Score -584368.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -584374.875000 Penalty: 890.464417
	Iteration 14Q: 3 clusters Score -584374.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -584380.562500 Penalty: 890.464417
	Iteration 15Q: 3 clusters Score -584380.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -584381.562500 Penalty: 890.464417
	Iteration 16Q: 3 clusters Score -584381.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -584382.562500 Penalty: 890.464417
	Iteration 17Q: 3 clusters Score -584382.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -584383.437500 Penalty: 890.464417
	Iteration 18Q: 3 clusters Score -584383.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -584382.875000 Penalty: 890.464417
	Iteration 19Q: 3 clusters Score -584382.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -584383.250000 Penalty: 890.464417
	Iteration 20F: 3 clusters Score -584383.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -584385.250000 Penalty: 890.464417
	Iteration 21Q: 3 clusters Score -584385.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -584386.875000 Penalty: 890.464417
	Iteration 22Q: 3 clusters Score -584386.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -584388.062500 Penalty: 890.464417
	Iteration 23Q: 3 clusters Score -584388.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -584388.562500 Penalty: 890.464417
	Iteration 24Q: 3 clusters Score -584388.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 13551 members 
Entering Unmasked Estep 
Score: -584388.687500 Penalty: 890.464417
	Iteration 25Q: 3 clusters Score -584388.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -584387.250000 Penalty: 890.464417
	Iteration 26Q: 3 clusters Score -584387.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -584387.687500 Penalty: 890.464417
	Iteration 27Q: 3 clusters Score -584387.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -584388.562500 Penalty: 890.464417
	Iteration 28Q: 3 clusters Score -584388.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -584388.062500 Penalty: 890.464417
	Iteration 29Q: 3 clusters Score -584388.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -584388.312500 Penalty: 890.464417
	Iteration 30Q: 3 clusters Score -584388.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -584389.062500 Penalty: 890.464417
	Iteration 31Q: 3 clusters Score -584389.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -584388.375000 Penalty: 890.464417
	Iteration 32Q: 3 clusters Score -584388.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -584387.750000 Penalty: 890.464417
	Iteration 33Q: 3 clusters Score -584387.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -584389.375000 Penalty: 890.464417
	Iteration 34Q: 3 clusters Score -584389.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -584388.250000 Penalty: 890.464417
	Iteration 35Q: 3 clusters Score -584388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -584389.437500 Penalty: 890.464417
	Iteration 36Q: 3 clusters Score -584389.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -584388.562500 Penalty: 890.464417
	Iteration 37Q: 3 clusters Score -584388.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -584388.375000 Penalty: 890.464417
	Iteration 38Q: 3 clusters Score -584388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -584388.562500 Penalty: 890.464417
	Iteration 39Q: 3 clusters Score -584388.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -584388.875000 Penalty: 890.464417
	Iteration 40F: 3 clusters Score -584388.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -584388.875000 Penalty: 890.464417
	Iteration 41Q: 3 clusters Score -584388.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -584388.875000 Penalty: 890.464417
	Iteration 42F: 3 clusters Score -584388.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (135892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Entering Unmasked Estep 
Score: -4424747.000000 Penalty: 537.792480
	Iteration 0F: 2 clusters Score -4424747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67741 members 
Mstep: Class 2 contains 68151 members 
Entering Unmasked Estep 
Score: -4332999.000000 Penalty: 1075.584961
	Iteration 0F: 3 clusters Score -4332999 nChanged 66620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 78397 members 
Entering Unmasked Estep 
Score: -4375810.000000 Penalty: 1075.584961
	Iteration 1F: 3 clusters Score -4375810 nChanged 8565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51572 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -4380647.500000 Penalty: 1075.584961
	Iteration 2F: 3 clusters Score -4380648 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44167 members 
Mstep: Class 2 contains 91725 members 
Entering Unmasked Estep 
Score: -4387545.500000 Penalty: 1075.584961
	Iteration 3F: 3 clusters Score -4387546 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36204 members 
Mstep: Class 2 contains 99688 members 
Entering Unmasked Estep 
Score: -4395721.500000 Penalty: 1075.584961
	Iteration 4F: 3 clusters Score -4395722 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 106818 members 
Entering Unmasked Estep 
Score: -4403692.500000 Penalty: 1075.584961
	Iteration 5F: 3 clusters Score -4403692 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23722 members 
Mstep: Class 2 contains 112170 members 
Entering Unmasked Estep 
Score: -4409402.500000 Penalty: 1075.584961
	Iteration 6Q: 3 clusters Score -4409402 nChanged 4496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 116094 members 
Entering Unmasked Estep 
Score: -4412755.500000 Penalty: 1075.584961
	Iteration 7Q: 3 clusters Score -4412756 nChanged 3357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 119359 members 
Entering Unmasked Estep 
Score: -4414962.500000 Penalty: 1075.584961
	Iteration 8Q: 3 clusters Score -4414962 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 122231 members 
Entering Unmasked Estep 
Score: -4416726.000000 Penalty: 1075.584961
	Iteration 9Q: 3 clusters Score -4416726 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 124767 members 
Entering Unmasked Estep 
Score: -4418267.000000 Penalty: 1075.584961
	Iteration 10Q: 3 clusters Score -4418267 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 126960 members 
Entering Unmasked Estep 
Score: -4419611.000000 Penalty: 1075.584961
	Iteration 11Q: 3 clusters Score -4419611 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 128821 members 
Entering Unmasked Estep 
Score: -4420745.500000 Penalty: 1075.584961
	Iteration 12Q: 3 clusters Score -4420746 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 130336 members 
Entering Unmasked Estep 
Score: -4421630.000000 Penalty: 1075.584961
	Iteration 13Q: 3 clusters Score -4421630 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 131550 members 
Entering Unmasked Estep 
Score: -4422335.000000 Penalty: 1075.584961
	Iteration 14Q: 3 clusters Score -4422335 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 132472 members 
Entering Unmasked Estep 
Score: -4422856.500000 Penalty: 1075.584961
	Iteration 15Q: 3 clusters Score -4422856 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 133198 members 
Entering Unmasked Estep 
Score: -4423254.500000 Penalty: 1075.584961
	Iteration 16Q: 3 clusters Score -4423254 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 133757 members 
Entering Unmasked Estep 
Score: -4423576.000000 Penalty: 1075.584961
	Iteration 17Q: 3 clusters Score -4423576 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 134151 members 
Entering Unmasked Estep 
Score: -4423792.000000 Penalty: 1075.584961
	Iteration 18Q: 3 clusters Score -4423792 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 134445 members 
Entering Unmasked Estep 
Score: -4423928.000000 Penalty: 1075.584961
	Iteration 19Q: 3 clusters Score -4423928 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 134674 members 
Entering Unmasked Estep 
Score: -4424074.500000 Penalty: 1075.584961
	Iteration 20F: 3 clusters Score -4424074 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 134841 members 
Entering Unmasked Estep 
Score: -4424176.500000 Penalty: 1075.584961
	Iteration 21Q: 3 clusters Score -4424176 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 134957 members 
Entering Unmasked Estep 
Score: -4424247.000000 Penalty: 1075.584961
	Iteration 22Q: 3 clusters Score -4424247 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 135054 members 
Entering Unmasked Estep 
Score: -4424301.500000 Penalty: 1075.584961
	Iteration 23Q: 3 clusters Score -4424302 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 135122 members 
Entering Unmasked Estep 
Score: -4424348.500000 Penalty: 1075.584961
	Iteration 24Q: 3 clusters Score -4424348 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 135172 members 
Entering Unmasked Estep 
Score: -4424374.000000 Penalty: 1075.584961
	Iteration 25Q: 3 clusters Score -4424374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 135200 members 
Entering Unmasked Estep 
Score: -4424380.500000 Penalty: 1075.584961
	Iteration 26Q: 3 clusters Score -4424380 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 135227 members 
Entering Unmasked Estep 
Score: -4424387.500000 Penalty: 1075.584961
	Iteration 27Q: 3 clusters Score -4424388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 135239 members 
Entering Unmasked Estep 
Score: -4424392.500000 Penalty: 1075.584961
	Iteration 28Q: 3 clusters Score -4424392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 135256 members 
Entering Unmasked Estep 
Score: -4424393.500000 Penalty: 1075.584961
	Iteration 29Q: 3 clusters Score -4424394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 135266 members 
Entering Unmasked Estep 
Score: -4424409.500000 Penalty: 1075.584961
	Iteration 30Q: 3 clusters Score -4424410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 135277 members 
Entering Unmasked Estep 
Score: -4424401.000000 Penalty: 1075.584961
	Iteration 31Q: 3 clusters Score -4424401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 135282 members 
Entering Unmasked Estep 
Score: -4424398.500000 Penalty: 1075.584961
	Iteration 32Q: 3 clusters Score -4424398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 135285 members 
Entering Unmasked Estep 
Score: -4424402.000000 Penalty: 1075.584961
	Iteration 33Q: 3 clusters Score -4424402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 135288 members 
Entering Unmasked Estep 
Score: -4424404.000000 Penalty: 1075.584961
	Iteration 34Q: 3 clusters Score -4424404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 135292 members 
Entering Unmasked Estep 
Score: -4424405.000000 Penalty: 1075.584961
	Iteration 35Q: 3 clusters Score -4424405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 135296 members 
Entering Unmasked Estep 
Score: -4424408.000000 Penalty: 1075.584961
	Iteration 36Q: 3 clusters Score -4424408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 135301 members 
Entering Unmasked Estep 
Score: -4424415.500000 Penalty: 1075.584961
	Iteration 37Q: 3 clusters Score -4424416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 135309 members 
Entering Unmasked Estep 
Score: -4424420.500000 Penalty: 1075.584961
	Iteration 38Q: 3 clusters Score -4424420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 135315 members 
Entering Unmasked Estep 
Score: -4424421.000000 Penalty: 1075.584961
	Iteration 39Q: 3 clusters Score -4424421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 135320 members 
Entering Unmasked Estep 
Score: -4424426.000000 Penalty: 1075.584961
	Iteration 40F: 3 clusters Score -4424426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 135325 members 
Entering Unmasked Estep 
Score: -4424426.500000 Penalty: 1075.584961
	Iteration 41Q: 3 clusters Score -4424426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 135334 members 
Entering Unmasked Estep 
Score: -4424433.500000 Penalty: 1075.584961
	Iteration 42Q: 3 clusters Score -4424434 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 135343 members 
Entering Unmasked Estep 
Score: -4424429.000000 Penalty: 1075.584961
	Iteration 43Q: 3 clusters Score -4424429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 135347 members 
Entering Unmasked Estep 
Score: -4424428.000000 Penalty: 1075.584961
	Iteration 44Q: 3 clusters Score -4424428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 135351 members 
Entering Unmasked Estep 
Score: -4424421.500000 Penalty: 1075.584961
	Iteration 45Q: 3 clusters Score -4424422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 135356 members 
Entering Unmasked Estep 
Score: -4424420.000000 Penalty: 1075.584961
	Iteration 46Q: 3 clusters Score -4424420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 135362 members 
Entering Unmasked Estep 
Score: -4424424.500000 Penalty: 1075.584961
	Iteration 47Q: 3 clusters Score -4424424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 135369 members 
Entering Unmasked Estep 
Score: -4424429.000000 Penalty: 1075.584961
	Iteration 48Q: 3 clusters Score -4424429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 135372 members 
Entering Unmasked Estep 
Score: -4424427.000000 Penalty: 1075.584961
	Iteration 49Q: 3 clusters Score -4424427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 135372 members 
Entering Unmasked Estep 
Score: -4424433.000000 Penalty: 1075.584961
	Iteration 50Q: 3 clusters Score -4424433 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 135374 members 
Entering Unmasked Estep 
Score: -4424433.500000 Penalty: 1075.584961
	Iteration 51Q: 3 clusters Score -4424434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 135378 members 
Entering Unmasked Estep 
Score: -4424434.500000 Penalty: 1075.584961
	Iteration 52Q: 3 clusters Score -4424434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 135381 members 
Entering Unmasked Estep 
Score: -4424432.500000 Penalty: 1075.584961
	Iteration 53Q: 3 clusters Score -4424432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 135380 members 
Entering Unmasked Estep 
Score: -4424436.000000 Penalty: 1075.584961
	Iteration 54Q: 3 clusters Score -4424436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 135382 members 
Entering Unmasked Estep 
Score: -4424437.000000 Penalty: 1075.584961
	Iteration 55Q: 3 clusters Score -4424437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 135384 members 
Entering Unmasked Estep 
Score: -4424438.000000 Penalty: 1075.584961
	Iteration 56Q: 3 clusters Score -4424438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 135388 members 
Entering Unmasked Estep 
Score: -4424442.000000 Penalty: 1075.584961
	Iteration 57Q: 3 clusters Score -4424442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 135393 members 
Entering Unmasked Estep 
Score: -4424439.000000 Penalty: 1075.584961
	Iteration 58Q: 3 clusters Score -4424439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 135398 members 
Entering Unmasked Estep 
Score: -4424440.000000 Penalty: 1075.584961
	Iteration 59Q: 3 clusters Score -4424440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 135404 members 
Entering Unmasked Estep 
Score: -4424443.000000 Penalty: 1075.584961
	Iteration 60F: 3 clusters Score -4424443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 135406 members 
Entering Unmasked Estep 
Score: -4424443.000000 Penalty: 1075.584961
	Iteration 61Q: 3 clusters Score -4424443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 135409 members 
Entering Unmasked Estep 
Score: -4424446.000000 Penalty: 1075.584961
	Iteration 62Q: 3 clusters Score -4424446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 135408 members 
Entering Unmasked Estep 
Score: -4424448.000000 Penalty: 1075.584961
	Iteration 63Q: 3 clusters Score -4424448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 135408 members 
Entering Unmasked Estep 
Score: -4424448.000000 Penalty: 1075.584961
	Iteration 64F: 3 clusters Score -4424448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Entering Unmasked Estep 
Score: -170516.359375 Penalty: 389.482788
	Iteration 0F: 2 clusters Score -170516.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -167011.531250 Penalty: 778.965576
	Iteration 0F: 3 clusters Score -167011.5 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -168236.718750 Penalty: 778.965576
	Iteration 1F: 3 clusters Score -168236.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -168368.656250 Penalty: 778.965576
	Iteration 2F: 3 clusters Score -168368.7 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -168512.062500 Penalty: 778.965576
	Iteration 3F: 3 clusters Score -168512.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -168643.437500 Penalty: 778.965576
	Iteration 4F: 3 clusters Score -168643.4 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -168785.906250 Penalty: 778.965576
	Iteration 5Q: 3 clusters Score -168785.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -168924.265625 Penalty: 778.965576
	Iteration 6Q: 3 clusters Score -168924.3 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -169070.171875 Penalty: 778.965576
	Iteration 7Q: 3 clusters Score -169070.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -169264.359375 Penalty: 778.965576
	Iteration 8F: 3 clusters Score -169264.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -169468.718750 Penalty: 778.965576
	Iteration 9F: 3 clusters Score -169468.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -169664.468750 Penalty: 778.965576
	Iteration 10F: 3 clusters Score -169664.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -169839.781250 Penalty: 778.965576
	Iteration 11Q: 3 clusters Score -169839.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -169982.984375 Penalty: 778.965576
	Iteration 12Q: 3 clusters Score -169983 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -170095.078125 Penalty: 778.965576
	Iteration 13Q: 3 clusters Score -170095.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -170213.390625 Penalty: 778.965576
	Iteration 14Q: 3 clusters Score -170213.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -170293.500000 Penalty: 778.965576
	Iteration 15Q: 3 clusters Score -170293.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -170351.718750 Penalty: 778.965576
	Iteration 16Q: 3 clusters Score -170351.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -170380.921875 Penalty: 778.965576
	Iteration 17Q: 3 clusters Score -170380.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -170397.656250 Penalty: 778.965576
	Iteration 18Q: 3 clusters Score -170397.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -170406.937500 Penalty: 778.965576
	Iteration 19Q: 3 clusters Score -170406.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -170413.359375 Penalty: 778.965576
	Iteration 20F: 3 clusters Score -170413.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -170415.109375 Penalty: 778.965576
	Iteration 21Q: 3 clusters Score -170415.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -170417.343750 Penalty: 778.965576
	Iteration 22Q: 3 clusters Score -170417.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -170417.468750 Penalty: 778.965576
	Iteration 23Q: 3 clusters Score -170417.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -170418.062500 Penalty: 778.965576
	Iteration 24Q: 3 clusters Score -170418.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -170418.156250 Penalty: 778.965576
	Iteration 25Q: 3 clusters Score -170418.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -170418.625000 Penalty: 778.965576
	Iteration 26Q: 3 clusters Score -170418.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -170418.625000 Penalty: 778.965576
	Iteration 27F: 3 clusters Score -170418.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Entering Unmasked Estep 
Score: -172503.921875 Penalty: 394.924164
	Iteration 0F: 2 clusters Score -172503.9 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 2913 members 
Entering Unmasked Estep 
Score: -168690.171875 Penalty: 789.848328
	Iteration 0F: 3 clusters Score -168690.2 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -170452.859375 Penalty: 789.848328
	Iteration 1F: 3 clusters Score -170452.9 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -170713.390625 Penalty: 789.848328
	Iteration 2F: 3 clusters Score -170713.4 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -170914.031250 Penalty: 789.848328
	Iteration 3F: 3 clusters Score -170914 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -171086.828125 Penalty: 789.848328
	Iteration 4F: 3 clusters Score -171086.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -171230.593750 Penalty: 789.848328
	Iteration 5Q: 3 clusters Score -171230.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -171369.406250 Penalty: 789.848328
	Iteration 6Q: 3 clusters Score -171369.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -171496.953125 Penalty: 789.848328
	Iteration 7Q: 3 clusters Score -171497 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -171602.734375 Penalty: 789.848328
	Iteration 8Q: 3 clusters Score -171602.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -171694.453125 Penalty: 789.848328
	Iteration 9Q: 3 clusters Score -171694.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -171780.109375 Penalty: 789.848328
	Iteration 10Q: 3 clusters Score -171780.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -171834.968750 Penalty: 789.848328
	Iteration 11Q: 3 clusters Score -171835 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -171872.312500 Penalty: 789.848328
	Iteration 12Q: 3 clusters Score -171872.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -171898.484375 Penalty: 789.848328
	Iteration 13Q: 3 clusters Score -171898.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -171925.484375 Penalty: 789.848328
	Iteration 14Q: 3 clusters Score -171925.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -171960.531250 Penalty: 789.848328
	Iteration 15Q: 3 clusters Score -171960.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -171997.921875 Penalty: 789.848328
	Iteration 16Q: 3 clusters Score -171997.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -172032.906250 Penalty: 789.848328
	Iteration 17Q: 3 clusters Score -172032.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -172063.953125 Penalty: 789.848328
	Iteration 18Q: 3 clusters Score -172064 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -172095.125000 Penalty: 789.848328
	Iteration 19Q: 3 clusters Score -172095.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -172126.093750 Penalty: 789.848328
	Iteration 20F: 3 clusters Score -172126.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -172158.968750 Penalty: 789.848328
	Iteration 21Q: 3 clusters Score -172159 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -172186.765625 Penalty: 789.848328
	Iteration 22Q: 3 clusters Score -172186.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -172202.546875 Penalty: 789.848328
	Iteration 23Q: 3 clusters Score -172202.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -172220.515625 Penalty: 789.848328
	Iteration 24Q: 3 clusters Score -172220.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -172236.062500 Penalty: 789.848328
	Iteration 25Q: 3 clusters Score -172236.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -172251.031250 Penalty: 789.848328
	Iteration 26Q: 3 clusters Score -172251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -172265.328125 Penalty: 789.848328
	Iteration 27Q: 3 clusters Score -172265.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -172277.828125 Penalty: 789.848328
	Iteration 28Q: 3 clusters Score -172277.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -172291.203125 Penalty: 789.848328
	Iteration 29Q: 3 clusters Score -172291.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -172302.968750 Penalty: 789.848328
	Iteration 30Q: 3 clusters Score -172303 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -172312.953125 Penalty: 789.848328
	Iteration 31Q: 3 clusters Score -172313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -172324.890625 Penalty: 789.848328
	Iteration 32Q: 3 clusters Score -172324.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -172340.234375 Penalty: 789.848328
	Iteration 33Q: 3 clusters Score -172340.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -172351.343750 Penalty: 789.848328
	Iteration 34Q: 3 clusters Score -172351.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -172358.406250 Penalty: 789.848328
	Iteration 35Q: 3 clusters Score -172358.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -172364.578125 Penalty: 789.848328
	Iteration 36Q: 3 clusters Score -172364.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -172368.250000 Penalty: 789.848328
	Iteration 37Q: 3 clusters Score -172368.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -172372.000000 Penalty: 789.848328
	Iteration 38Q: 3 clusters Score -172372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -172374.093750 Penalty: 789.848328
	Iteration 39Q: 3 clusters Score -172374.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -172376.328125 Penalty: 789.848328
	Iteration 40F: 3 clusters Score -172376.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -172379.187500 Penalty: 789.848328
	Iteration 41Q: 3 clusters Score -172379.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -172381.890625 Penalty: 789.848328
	Iteration 42Q: 3 clusters Score -172381.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -172384.156250 Penalty: 789.848328
	Iteration 43Q: 3 clusters Score -172384.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -172385.515625 Penalty: 789.848328
	Iteration 44Q: 3 clusters Score -172385.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -172385.406250 Penalty: 789.848328
	Iteration 45Q: 3 clusters Score -172385.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -172385.406250 Penalty: 789.848328
	Iteration 46F: 3 clusters Score -172385.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Entering Unmasked Estep 
Score: -43890.421875 Penalty: 323.869751
	Iteration 0F: 2 clusters Score -43890.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -42919.222656 Penalty: 647.739502
	Iteration 0F: 3 clusters Score -42919.22 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -43200.761719 Penalty: 647.739502
	Iteration 1F: 3 clusters Score -43200.76 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -43233.996094 Penalty: 647.739502
	Iteration 2F: 3 clusters Score -43234 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -43256.828125 Penalty: 647.739502
	Iteration 3Q: 3 clusters Score -43256.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -43271.023438 Penalty: 647.739502
	Iteration 4Q: 3 clusters Score -43271.02 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -43281.648438 Penalty: 647.739502
	Iteration 5Q: 3 clusters Score -43281.65 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -43289.277344 Penalty: 647.739502
	Iteration 6Q: 3 clusters Score -43289.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -43293.820312 Penalty: 647.739502
	Iteration 7Q: 3 clusters Score -43293.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -43299.074219 Penalty: 647.739502
	Iteration 8Q: 3 clusters Score -43299.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -43306.109375 Penalty: 647.739502
	Iteration 9Q: 3 clusters Score -43306.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -43311.414062 Penalty: 647.739502
	Iteration 10Q: 3 clusters Score -43311.41 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -43315.015625 Penalty: 647.739502
	Iteration 11Q: 3 clusters Score -43315.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -43318.738281 Penalty: 647.739502
	Iteration 12Q: 3 clusters Score -43318.74 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -43324.785156 Penalty: 647.739502
	Iteration 13Q: 3 clusters Score -43324.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -43329.593750 Penalty: 647.739502
	Iteration 14Q: 3 clusters Score -43329.59 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -43336.843750 Penalty: 647.739502
	Iteration 15Q: 3 clusters Score -43336.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -43347.664062 Penalty: 647.739502
	Iteration 16Q: 3 clusters Score -43347.66 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -43365.425781 Penalty: 647.739502
	Iteration 17Q: 3 clusters Score -43365.43 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -43391.636719 Penalty: 647.739502
	Iteration 18Q: 3 clusters Score -43391.64 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -43435.546875 Penalty: 647.739502
	Iteration 19Q: 3 clusters Score -43435.55 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -43477.128906 Penalty: 647.739502
	Iteration 20F: 3 clusters Score -43477.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -43532.214844 Penalty: 647.739502
	Iteration 21Q: 3 clusters Score -43532.21 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43568.945312 Penalty: 647.739502
	Iteration 22Q: 3 clusters Score -43568.95 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -43586.015625 Penalty: 647.739502
	Iteration 23Q: 3 clusters Score -43586.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -43601.019531 Penalty: 647.739502
	Iteration 24Q: 3 clusters Score -43601.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -43606.816406 Penalty: 647.739502
	Iteration 25Q: 3 clusters Score -43606.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -43611.324219 Penalty: 647.739502
	Iteration 26Q: 3 clusters Score -43611.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -43616.921875 Penalty: 647.739502
	Iteration 27Q: 3 clusters Score -43616.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -43618.804688 Penalty: 647.739502
	Iteration 28Q: 3 clusters Score -43618.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -43619.550781 Penalty: 647.739502
	Iteration 29Q: 3 clusters Score -43619.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -43620.308594 Penalty: 647.739502
	Iteration 30Q: 3 clusters Score -43620.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -43622.585938 Penalty: 647.739502
	Iteration 31Q: 3 clusters Score -43622.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -43623.644531 Penalty: 647.739502
	Iteration 32Q: 3 clusters Score -43623.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -43625.835938 Penalty: 647.739502
	Iteration 33Q: 3 clusters Score -43625.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43627.363281 Penalty: 647.739502
	Iteration 34Q: 3 clusters Score -43627.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -43627.363281 Penalty: 647.739502
	Iteration 35F: 3 clusters Score -43627.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Entering Unmasked Estep 
Score: -68826.828125 Penalty: 349.342804
	Iteration 0F: 2 clusters Score -68826.83 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -67253.320312 Penalty: 698.685608
	Iteration 0F: 3 clusters Score -67253.32 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -67815.132812 Penalty: 698.685608
	Iteration 1F: 3 clusters Score -67815.13 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -67939.101562 Penalty: 698.685608
	Iteration 2F: 3 clusters Score -67939.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -68039.578125 Penalty: 698.685608
	Iteration 3F: 3 clusters Score -68039.58 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -68152.500000 Penalty: 698.685608
	Iteration 4F: 3 clusters Score -68152.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -68227.179688 Penalty: 698.685608
	Iteration 5Q: 3 clusters Score -68227.18 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -68282.468750 Penalty: 698.685608
	Iteration 6Q: 3 clusters Score -68282.47 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -68333.250000 Penalty: 698.685608
	Iteration 7Q: 3 clusters Score -68333.25 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -68357.601562 Penalty: 698.685608
	Iteration 8Q: 3 clusters Score -68357.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -68375.320312 Penalty: 698.685608
	Iteration 9Q: 3 clusters Score -68375.32 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -68391.984375 Penalty: 698.685608
	Iteration 10Q: 3 clusters Score -68391.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -68409.421875 Penalty: 698.685608
	Iteration 11Q: 3 clusters Score -68409.42 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -68426.968750 Penalty: 698.685608
	Iteration 12Q: 3 clusters Score -68426.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -68437.406250 Penalty: 698.685608
	Iteration 13Q: 3 clusters Score -68437.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -68446.023438 Penalty: 698.685608
	Iteration 14Q: 3 clusters Score -68446.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -68452.500000 Penalty: 698.685608
	Iteration 15Q: 3 clusters Score -68452.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -68467.007812 Penalty: 698.685608
	Iteration 16Q: 3 clusters Score -68467.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -68477.656250 Penalty: 698.685608
	Iteration 17Q: 3 clusters Score -68477.66 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -68484.132812 Penalty: 698.685608
	Iteration 18Q: 3 clusters Score -68484.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -68487.187500 Penalty: 698.685608
	Iteration 19Q: 3 clusters Score -68487.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -68488.921875 Penalty: 698.685608
	Iteration 20F: 3 clusters Score -68488.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Entering Unmasked Estep 
Score: -209991.046875 Penalty: 403.589600
	Iteration 0F: 2 clusters Score -209991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -205278.390625 Penalty: 807.179199
	Iteration 0F: 3 clusters Score -205278.4 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -207451.937500 Penalty: 807.179199
	Iteration 1F: 3 clusters Score -207451.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -207818.625000 Penalty: 807.179199
	Iteration 2F: 3 clusters Score -207818.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -208130.625000 Penalty: 807.179199
	Iteration 3F: 3 clusters Score -208130.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -208392.000000 Penalty: 807.179199
	Iteration 4F: 3 clusters Score -208392 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -208630.375000 Penalty: 807.179199
	Iteration 5F: 3 clusters Score -208630.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -208807.250000 Penalty: 807.179199
	Iteration 6Q: 3 clusters Score -208807.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -208932.796875 Penalty: 807.179199
	Iteration 7Q: 3 clusters Score -208932.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -209017.640625 Penalty: 807.179199
	Iteration 8Q: 3 clusters Score -209017.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -209090.812500 Penalty: 807.179199
	Iteration 9Q: 3 clusters Score -209090.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -209159.312500 Penalty: 807.179199
	Iteration 10Q: 3 clusters Score -209159.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -209225.468750 Penalty: 807.179199
	Iteration 11Q: 3 clusters Score -209225.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -209282.875000 Penalty: 807.179199
	Iteration 12Q: 3 clusters Score -209282.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -209333.812500 Penalty: 807.179199
	Iteration 13Q: 3 clusters Score -209333.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -209384.046875 Penalty: 807.179199
	Iteration 14Q: 3 clusters Score -209384 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -209439.593750 Penalty: 807.179199
	Iteration 15Q: 3 clusters Score -209439.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -209486.921875 Penalty: 807.179199
	Iteration 16Q: 3 clusters Score -209486.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -209555.062500 Penalty: 807.179199
	Iteration 17Q: 3 clusters Score -209555.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -209643.562500 Penalty: 807.179199
	Iteration 18Q: 3 clusters Score -209643.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -209736.859375 Penalty: 807.179199
	Iteration 19Q: 3 clusters Score -209736.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -209794.921875 Penalty: 807.179199
	Iteration 20F: 3 clusters Score -209794.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -209838.906250 Penalty: 807.179199
	Iteration 21Q: 3 clusters Score -209838.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -209860.703125 Penalty: 807.179199
	Iteration 22Q: 3 clusters Score -209860.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -209872.078125 Penalty: 807.179199
	Iteration 23Q: 3 clusters Score -209872.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -209879.734375 Penalty: 807.179199
	Iteration 24Q: 3 clusters Score -209879.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -209885.312500 Penalty: 807.179199
	Iteration 25Q: 3 clusters Score -209885.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -209888.406250 Penalty: 807.179199
	Iteration 26Q: 3 clusters Score -209888.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -209889.109375 Penalty: 807.179199
	Iteration 27Q: 3 clusters Score -209889.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -209890.328125 Penalty: 807.179199
	Iteration 28Q: 3 clusters Score -209890.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -209892.203125 Penalty: 807.179199
	Iteration 29Q: 3 clusters Score -209892.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -209892.328125 Penalty: 807.179199
	Iteration 30Q: 3 clusters Score -209892.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -209893.093750 Penalty: 807.179199
	Iteration 31Q: 3 clusters Score -209893.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -209893.250000 Penalty: 807.179199
	Iteration 32Q: 3 clusters Score -209893.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -209893.406250 Penalty: 807.179199
	Iteration 33Q: 3 clusters Score -209893.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -209893.562500 Penalty: 807.179199
	Iteration 34Q: 3 clusters Score -209893.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -209893.609375 Penalty: 807.179199
	Iteration 35Q: 3 clusters Score -209893.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -209893.609375 Penalty: 807.179199
	Iteration 36F: 3 clusters Score -209893.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (5299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Entering Unmasked Estep 
Score: -174803.656250 Penalty: 390.174957
	Iteration 0F: 2 clusters Score -174803.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -171227.328125 Penalty: 780.349915
	Iteration 0F: 3 clusters Score -171227.3 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -172530.843750 Penalty: 780.349915
	Iteration 1F: 3 clusters Score -172530.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -172624.234375 Penalty: 780.349915
	Iteration 2Q: 3 clusters Score -172624.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -172719.921875 Penalty: 780.349915
	Iteration 3Q: 3 clusters Score -172719.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -172823.078125 Penalty: 780.349915
	Iteration 4Q: 3 clusters Score -172823.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -172942.984375 Penalty: 780.349915
	Iteration 5Q: 3 clusters Score -172943 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -173123.312500 Penalty: 780.349915
	Iteration 6F: 3 clusters Score -173123.3 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -173358.343750 Penalty: 780.349915
	Iteration 7F: 3 clusters Score -173358.3 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -173575.421875 Penalty: 780.349915
	Iteration 8F: 3 clusters Score -173575.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -173776.890625 Penalty: 780.349915
	Iteration 9F: 3 clusters Score -173776.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -173947.671875 Penalty: 780.349915
	Iteration 10Q: 3 clusters Score -173947.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -174099.078125 Penalty: 780.349915
	Iteration 11Q: 3 clusters Score -174099.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -174209.984375 Penalty: 780.349915
	Iteration 12Q: 3 clusters Score -174210 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -174266.328125 Penalty: 780.349915
	Iteration 13Q: 3 clusters Score -174266.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -174303.843750 Penalty: 780.349915
	Iteration 14Q: 3 clusters Score -174303.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -174334.062500 Penalty: 780.349915
	Iteration 15Q: 3 clusters Score -174334.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -174362.359375 Penalty: 780.349915
	Iteration 16Q: 3 clusters Score -174362.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -174390.000000 Penalty: 780.349915
	Iteration 17Q: 3 clusters Score -174390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -174404.203125 Penalty: 780.349915
	Iteration 18Q: 3 clusters Score -174404.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -174415.390625 Penalty: 780.349915
	Iteration 19Q: 3 clusters Score -174415.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -174425.109375 Penalty: 780.349915
	Iteration 20F: 3 clusters Score -174425.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -174430.828125 Penalty: 780.349915
	Iteration 21Q: 3 clusters Score -174430.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -174434.296875 Penalty: 780.349915
	Iteration 22Q: 3 clusters Score -174434.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -174439.109375 Penalty: 780.349915
	Iteration 23Q: 3 clusters Score -174439.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -174448.546875 Penalty: 780.349915
	Iteration 24Q: 3 clusters Score -174448.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -174453.515625 Penalty: 780.349915
	Iteration 25Q: 3 clusters Score -174453.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -174455.625000 Penalty: 780.349915
	Iteration 26Q: 3 clusters Score -174455.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -174456.906250 Penalty: 780.349915
	Iteration 27Q: 3 clusters Score -174456.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -174458.015625 Penalty: 780.349915
	Iteration 28Q: 3 clusters Score -174458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -174458.015625 Penalty: 780.349915
	Iteration 29F: 3 clusters Score -174458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (35906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Entering Unmasked Estep 
Score: -1122430.875000 Penalty: 477.234009
	Iteration 0F: 2 clusters Score -1122431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -1098313.375000 Penalty: 954.468018
	Iteration 0F: 3 clusters Score -1098313 nChanged 17358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -1109045.125000 Penalty: 954.468018
	Iteration 1F: 3 clusters Score -1109045 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -1109968.250000 Penalty: 954.468018
	Iteration 2F: 3 clusters Score -1109968 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -1111233.625000 Penalty: 954.468018
	Iteration 3F: 3 clusters Score -1111234 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -1112773.000000 Penalty: 954.468018
	Iteration 4F: 3 clusters Score -1112773 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 25519 members 
Entering Unmasked Estep 
Score: -1114498.125000 Penalty: 954.468018
	Iteration 5F: 3 clusters Score -1114498 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 27401 members 
Entering Unmasked Estep 
Score: -1116194.000000 Penalty: 954.468018
	Iteration 6F: 3 clusters Score -1116194 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -1117526.750000 Penalty: 954.468018
	Iteration 7F: 3 clusters Score -1117527 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -1118502.625000 Penalty: 954.468018
	Iteration 8Q: 3 clusters Score -1118503 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -1119203.125000 Penalty: 954.468018
	Iteration 9Q: 3 clusters Score -1119203 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -1119779.250000 Penalty: 954.468018
	Iteration 10Q: 3 clusters Score -1119779 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -1120240.625000 Penalty: 954.468018
	Iteration 11Q: 3 clusters Score -1120241 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -1120648.875000 Penalty: 954.468018
	Iteration 12Q: 3 clusters Score -1120649 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -1120979.875000 Penalty: 954.468018
	Iteration 13Q: 3 clusters Score -1120980 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 34424 members 
Entering Unmasked Estep 
Score: -1121246.875000 Penalty: 954.468018
	Iteration 14Q: 3 clusters Score -1121247 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -1121467.250000 Penalty: 954.468018
	Iteration 15Q: 3 clusters Score -1121467 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -1121640.750000 Penalty: 954.468018
	Iteration 16Q: 3 clusters Score -1121641 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -1121758.000000 Penalty: 954.468018
	Iteration 17Q: 3 clusters Score -1121758 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 35353 members 
Entering Unmasked Estep 
Score: -1121822.250000 Penalty: 954.468018
	Iteration 18Q: 3 clusters Score -1121822 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 35445 members 
Entering Unmasked Estep 
Score: -1121887.500000 Penalty: 954.468018
	Iteration 19Q: 3 clusters Score -1121888 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -1121941.625000 Penalty: 954.468018
	Iteration 20F: 3 clusters Score -1121942 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -1121980.375000 Penalty: 954.468018
	Iteration 21Q: 3 clusters Score -1121980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -1122011.875000 Penalty: 954.468018
	Iteration 22Q: 3 clusters Score -1122012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -1122033.625000 Penalty: 954.468018
	Iteration 23Q: 3 clusters Score -1122034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 35669 members 
Entering Unmasked Estep 
Score: -1122053.250000 Penalty: 954.468018
	Iteration 24Q: 3 clusters Score -1122053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 35683 members 
Entering Unmasked Estep 
Score: -1122060.750000 Penalty: 954.468018
	Iteration 25Q: 3 clusters Score -1122061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -1122063.500000 Penalty: 954.468018
	Iteration 26Q: 3 clusters Score -1122064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 35696 members 
Entering Unmasked Estep 
Score: -1122069.125000 Penalty: 954.468018
	Iteration 27Q: 3 clusters Score -1122069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35702 members 
Entering Unmasked Estep 
Score: -1122074.375000 Penalty: 954.468018
	Iteration 28Q: 3 clusters Score -1122074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 35706 members 
Entering Unmasked Estep 
Score: -1122076.875000 Penalty: 954.468018
	Iteration 29Q: 3 clusters Score -1122077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -1122078.375000 Penalty: 954.468018
	Iteration 30Q: 3 clusters Score -1122078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -1122081.500000 Penalty: 954.468018
	Iteration 31Q: 3 clusters Score -1122082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -1122083.125000 Penalty: 954.468018
	Iteration 32Q: 3 clusters Score -1122083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -1122082.375000 Penalty: 954.468018
	Iteration 33Q: 3 clusters Score -1122082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -1122082.375000 Penalty: 954.468018
	Iteration 34F: 3 clusters Score -1122082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 44562 members 
Mstep: Class 2 contains 817 members 
Mstep: Class 3 contains 2820 members 
Mstep: Class 4 contains 6806 members 
Mstep: Class 5 contains 654 members 
Mstep: Class 6 contains 24689 members 
Mstep: Class 7 contains 5293 members 
Mstep: Class 8 contains 8319 members 
Mstep: Class 9 contains 150979 members 
Mstep: Class 11 contains 1364 members 
Mstep: Class 12 contains 33538 members 
Mstep: Class 13 contains 18268 members 
Mstep: Class 14 contains 8475 members 
Mstep: Class 15 contains 17771 members 
Mstep: Class 16 contains 135892 members 
Mstep: Class 17 contains 5219 members 
Mstep: Class 18 contains 5882 members 
Mstep: Class 19 contains 1234 members 
Mstep: Class 20 contains 2160 members 
Mstep: Class 21 contains 7116 members 
Mstep: Class 22 contains 5299 members 
Mstep: Class 23 contains 35906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726636.000000 Penalty: 13180.710938
Iteration 79Q: 23 clusters Score -1.572664e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 45 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 809 members 
Mstep: Class 3 contains 2804 members 
Mstep: Class 4 contains 6809 members 
Mstep: Class 5 contains 653 members 
Mstep: Class 6 contains 24692 members 
Mstep: Class 7 contains 5303 members 
Mstep: Class 8 contains 8319 members 
Mstep: Class 9 contains 150947 members 
Mstep: Class 11 contains 1380 members 
Mstep: Class 12 contains 33681 members 
Mstep: Class 13 contains 18275 members 
Mstep: Class 14 contains 8404 members 
Mstep: Class 15 contains 17811 members 
Mstep: Class 16 contains 135784 members 
Mstep: Class 17 contains 5233 members 
Mstep: Class 18 contains 5896 members 
Mstep: Class 19 contains 1255 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 7132 members 
Mstep: Class 22 contains 5216 members 
Mstep: Class 23 contains 35899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726781.000000 Penalty: 13180.710938
Iteration 80F: 23 clusters Score -1.572678e+07 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 796 members 
Mstep: Class 3 contains 2790 members 
Mstep: Class 4 contains 6809 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 24703 members 
Mstep: Class 7 contains 5316 members 
Mstep: Class 8 contains 8309 members 
Mstep: Class 9 contains 150905 members 
Mstep: Class 11 contains 1389 members 
Mstep: Class 12 contains 33843 members 
Mstep: Class 13 contains 18281 members 
Mstep: Class 14 contains 8340 members 
Mstep: Class 15 contains 17859 members 
Mstep: Class 16 contains 135687 members 
Mstep: Class 17 contains 5241 members 
Mstep: Class 18 contains 5901 members 
Mstep: Class 19 contains 1284 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 7133 members 
Mstep: Class 22 contains 5116 members 
Mstep: Class 23 contains 35902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726810.000000 Penalty: 13180.710938
Iteration 81Q: 23 clusters Score -1.572681e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 785 members 
Mstep: Class 3 contains 2779 members 
Mstep: Class 4 contains 6805 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 24714 members 
Mstep: Class 7 contains 5330 members 
Mstep: Class 8 contains 8314 members 
Mstep: Class 9 contains 150857 members 
Mstep: Class 11 contains 1399 members 
Mstep: Class 12 contains 33997 members 
Mstep: Class 13 contains 18288 members 
Mstep: Class 14 contains 8270 members 
Mstep: Class 15 contains 17905 members 
Mstep: Class 16 contains 135582 members 
Mstep: Class 17 contains 5251 members 
Mstep: Class 18 contains 5898 members 
Mstep: Class 19 contains 1323 members 
Mstep: Class 20 contains 2158 members 
Mstep: Class 21 contains 7129 members 
Mstep: Class 22 contains 5029 members 
Mstep: Class 23 contains 35906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726918.000000 Penalty: 13180.710938
Iteration 82Q: 23 clusters Score -1.572692e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 779 members 
Mstep: Class 3 contains 2760 members 
Mstep: Class 4 contains 6801 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 24738 members 
Mstep: Class 7 contains 5351 members 
Mstep: Class 8 contains 8300 members 
Mstep: Class 9 contains 150817 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 34135 members 
Mstep: Class 13 contains 18306 members 
Mstep: Class 14 contains 8193 members 
Mstep: Class 15 contains 17944 members 
Mstep: Class 16 contains 135474 members 
Mstep: Class 17 contains 5263 members 
Mstep: Class 18 contains 5892 members 
Mstep: Class 19 contains 1362 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 7127 members 
Mstep: Class 22 contains 4954 members 
Mstep: Class 23 contains 35917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726976.000000 Penalty: 13180.710938
Iteration 83Q: 23 clusters Score -1.572698e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 2734 members 
Mstep: Class 4 contains 6800 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 24748 members 
Mstep: Class 7 contains 5372 members 
Mstep: Class 8 contains 8297 members 
Mstep: Class 9 contains 150792 members 
Mstep: Class 11 contains 1419 members 
Mstep: Class 12 contains 34267 members 
Mstep: Class 13 contains 18314 members 
Mstep: Class 14 contains 8135 members 
Mstep: Class 15 contains 17969 members 
Mstep: Class 16 contains 135367 members 
Mstep: Class 17 contains 5278 members 
Mstep: Class 18 contains 5896 members 
Mstep: Class 19 contains 1409 members 
Mstep: Class 20 contains 2158 members 
Mstep: Class 21 contains 7122 members 
Mstep: Class 22 contains 4858 members 
Mstep: Class 23 contains 35928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727073.000000 Penalty: 13180.710938
Iteration 84Q: 23 clusters Score -1.572707e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 774 members 
Mstep: Class 3 contains 2703 members 
Mstep: Class 4 contains 6802 members 
Mstep: Class 5 contains 651 members 
Mstep: Class 6 contains 24756 members 
Mstep: Class 7 contains 5389 members 
Mstep: Class 8 contains 8286 members 
Mstep: Class 9 contains 150767 members 
Mstep: Class 11 contains 1426 members 
Mstep: Class 12 contains 34409 members 
Mstep: Class 13 contains 18321 members 
Mstep: Class 14 contains 8068 members 
Mstep: Class 15 contains 18000 members 
Mstep: Class 16 contains 135245 members 
Mstep: Class 17 contains 5292 members 
Mstep: Class 18 contains 5894 members 
Mstep: Class 19 contains 1458 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 7122 members 
Mstep: Class 22 contains 4779 members 
Mstep: Class 23 contains 35936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727126.000000 Penalty: 13180.710938
Iteration 85Q: 23 clusters Score -1.572713e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 44891 members 
Mstep: Class 2 contains 771 members 
Mstep: Class 3 contains 2678 members 
Mstep: Class 4 contains 6810 members 
Mstep: Class 5 contains 651 members 
Mstep: Class 6 contains 24757 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 8269 members 
Mstep: Class 9 contains 150740 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 34543 members 
Mstep: Class 13 contains 18333 members 
Mstep: Class 14 contains 7990 members 
Mstep: Class 15 contains 18040 members 
Mstep: Class 16 contains 135108 members 
Mstep: Class 17 contains 5308 members 
Mstep: Class 18 contains 5891 members 
Mstep: Class 19 contains 1502 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 7123 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 35942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727194.000000 Penalty: 13180.710938
Iteration 86Q: 23 clusters Score -1.572719e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 44937 members 
Mstep: Class 2 contains 773 members 
Mstep: Class 3 contains 2657 members 
Mstep: Class 4 contains 6817 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 24758 members 
Mstep: Class 7 contains 5425 members 
Mstep: Class 8 contains 8263 members 
Mstep: Class 9 contains 150704 members 
Mstep: Class 11 contains 1444 members 
Mstep: Class 12 contains 34680 members 
Mstep: Class 13 contains 18337 members 
Mstep: Class 14 contains 7908 members 
Mstep: Class 15 contains 18086 members 
Mstep: Class 16 contains 134981 members 
Mstep: Class 17 contains 5321 members 
Mstep: Class 18 contains 5895 members 
Mstep: Class 19 contains 1556 members 
Mstep: Class 20 contains 2154 members 
Mstep: Class 21 contains 7127 members 
Mstep: Class 22 contains 4653 members 
Mstep: Class 23 contains 35944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727243.000000 Penalty: 13180.710938
Iteration 87Q: 23 clusters Score -1.572724e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 44980 members 
Mstep: Class 2 contains 772 members 
Mstep: Class 3 contains 2627 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 24777 members 
Mstep: Class 7 contains 5442 members 
Mstep: Class 8 contains 8253 members 
Mstep: Class 9 contains 150666 members 
Mstep: Class 11 contains 1447 members 
Mstep: Class 12 contains 34839 members 
Mstep: Class 13 contains 18346 members 
Mstep: Class 14 contains 7846 members 
Mstep: Class 15 contains 18139 members 
Mstep: Class 16 contains 134834 members 
Mstep: Class 17 contains 5323 members 
Mstep: Class 18 contains 5893 members 
Mstep: Class 19 contains 1604 members 
Mstep: Class 20 contains 2154 members 
Mstep: Class 21 contains 7136 members 
Mstep: Class 22 contains 4562 members 
Mstep: Class 23 contains 35959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727306.000000 Penalty: 13180.710938
Iteration 88Q: 23 clusters Score -1.572731e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 45025 members 
Mstep: Class 2 contains 772 members 
Mstep: Class 3 contains 2599 members 
Mstep: Class 4 contains 6822 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 24805 members 
Mstep: Class 7 contains 5449 members 
Mstep: Class 8 contains 8244 members 
Mstep: Class 9 contains 150632 members 
Mstep: Class 11 contains 1449 members 
Mstep: Class 12 contains 35010 members 
Mstep: Class 13 contains 18351 members 
Mstep: Class 14 contains 7783 members 
Mstep: Class 15 contains 18190 members 
Mstep: Class 16 contains 134707 members 
Mstep: Class 17 contains 5325 members 
Mstep: Class 18 contains 5885 members 
Mstep: Class 19 contains 1656 members 
Mstep: Class 20 contains 2155 members 
Mstep: Class 21 contains 7143 members 
Mstep: Class 22 contains 4455 members 
Mstep: Class 23 contains 35963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727428.000000 Penalty: 13180.710938
Iteration 89Q: 23 clusters Score -1.572743e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 45058 members 
Mstep: Class 2 contains 770 members 
Mstep: Class 3 contains 2579 members 
Mstep: Class 4 contains 6820 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 24828 members 
Mstep: Class 7 contains 5461 members 
Mstep: Class 8 contains 8228 members 
Mstep: Class 9 contains 150604 members 
Mstep: Class 11 contains 1447 members 
Mstep: Class 12 contains 35193 members 
Mstep: Class 13 contains 18355 members 
Mstep: Class 14 contains 7740 members 
Mstep: Class 15 contains 18236 members 
Mstep: Class 16 contains 134563 members 
Mstep: Class 17 contains 5332 members 
Mstep: Class 18 contains 5870 members 
Mstep: Class 19 contains 1710 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 7137 members 
Mstep: Class 22 contains 4358 members 
Mstep: Class 23 contains 35975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727511.000000 Penalty: 13180.710938
Iteration 90Q: 23 clusters Score -1.572751e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 45072 members 
Mstep: Class 2 contains 766 members 
Mstep: Class 3 contains 2567 members 
Mstep: Class 4 contains 6825 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 24843 members 
Mstep: Class 7 contains 5466 members 
Mstep: Class 8 contains 8227 members 
Mstep: Class 9 contains 150573 members 
Mstep: Class 11 contains 1451 members 
Mstep: Class 12 contains 35344 members 
Mstep: Class 13 contains 18355 members 
Mstep: Class 14 contains 7710 members 
Mstep: Class 15 contains 18287 members 
Mstep: Class 16 contains 134436 members 
Mstep: Class 17 contains 5336 members 
Mstep: Class 18 contains 5866 members 
Mstep: Class 19 contains 1777 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 7130 members 
Mstep: Class 22 contains 4251 members 
Mstep: Class 23 contains 35983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727557.000000 Penalty: 13180.710938
Iteration 91Q: 23 clusters Score -1.572756e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 45077 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 3 contains 2563 members 
Mstep: Class 4 contains 6830 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 24845 members 
Mstep: Class 7 contains 5469 members 
Mstep: Class 8 contains 8236 members 
Mstep: Class 9 contains 150534 members 
Mstep: Class 11 contains 1447 members 
Mstep: Class 12 contains 35505 members 
Mstep: Class 13 contains 18361 members 
Mstep: Class 14 contains 7669 members 
Mstep: Class 15 contains 18346 members 
Mstep: Class 16 contains 134288 members 
Mstep: Class 17 contains 5342 members 
Mstep: Class 18 contains 5857 members 
Mstep: Class 19 contains 1864 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 7111 members 
Mstep: Class 22 contains 4150 members 
Mstep: Class 23 contains 36007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727655.000000 Penalty: 13180.710938
Iteration 92Q: 23 clusters Score -1.572766e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 45085 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 3 contains 2556 members 
Mstep: Class 4 contains 6836 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 24843 members 
Mstep: Class 7 contains 5465 members 
Mstep: Class 8 contains 8233 members 
Mstep: Class 9 contains 150509 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 35635 members 
Mstep: Class 13 contains 18360 members 
Mstep: Class 14 contains 7630 members 
Mstep: Class 15 contains 18390 members 
Mstep: Class 16 contains 134163 members 
Mstep: Class 17 contains 5346 members 
Mstep: Class 18 contains 5852 members 
Mstep: Class 19 contains 1955 members 
Mstep: Class 20 contains 2157 members 
Mstep: Class 21 contains 7098 members 
Mstep: Class 22 contains 4071 members 
Mstep: Class 23 contains 36028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727741.000000 Penalty: 13180.710938
Iteration 93Q: 23 clusters Score -1.572774e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 3 contains 2550 members 
Mstep: Class 4 contains 6842 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 24839 members 
Mstep: Class 7 contains 5460 members 
Mstep: Class 8 contains 8232 members 
Mstep: Class 9 contains 150493 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 35764 members 
Mstep: Class 13 contains 18362 members 
Mstep: Class 14 contains 7600 members 
Mstep: Class 15 contains 18433 members 
Mstep: Class 16 contains 134031 members 
Mstep: Class 17 contains 5343 members 
Mstep: Class 18 contains 5852 members 
Mstep: Class 19 contains 2041 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 7080 members 
Mstep: Class 22 contains 3989 members 
Mstep: Class 23 contains 36049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727864.000000 Penalty: 13180.710938
Iteration 94Q: 23 clusters Score -1.572786e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 3 contains 2543 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 24830 members 
Mstep: Class 7 contains 5453 members 
Mstep: Class 8 contains 8220 members 
Mstep: Class 9 contains 150483 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 35891 members 
Mstep: Class 13 contains 18365 members 
Mstep: Class 14 contains 7575 members 
Mstep: Class 15 contains 18473 members 
Mstep: Class 16 contains 133906 members 
Mstep: Class 17 contains 5340 members 
Mstep: Class 18 contains 5850 members 
Mstep: Class 19 contains 2122 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 7069 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 36058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727929.000000 Penalty: 13180.710938
Iteration 95Q: 23 clusters Score -1.572793e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 3 contains 2534 members 
Mstep: Class 4 contains 6851 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 24813 members 
Mstep: Class 7 contains 5444 members 
Mstep: Class 8 contains 8208 members 
Mstep: Class 9 contains 150466 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 36003 members 
Mstep: Class 13 contains 18371 members 
Mstep: Class 14 contains 7557 members 
Mstep: Class 15 contains 18518 members 
Mstep: Class 16 contains 133789 members 
Mstep: Class 17 contains 5338 members 
Mstep: Class 18 contains 5850 members 
Mstep: Class 19 contains 2195 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 7063 members 
Mstep: Class 22 contains 3853 members 
Mstep: Class 23 contains 36076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727971.000000 Penalty: 13180.710938
Iteration 96Q: 23 clusters Score -1.572797e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 3 contains 2529 members 
Mstep: Class 4 contains 6854 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 24810 members 
Mstep: Class 7 contains 5430 members 
Mstep: Class 8 contains 8196 members 
Mstep: Class 9 contains 150451 members 
Mstep: Class 11 contains 1442 members 
Mstep: Class 12 contains 36088 members 
Mstep: Class 13 contains 18373 members 
Mstep: Class 14 contains 7541 members 
Mstep: Class 15 contains 18565 members 
Mstep: Class 16 contains 133695 members 
Mstep: Class 17 contains 5336 members 
Mstep: Class 18 contains 5845 members 
Mstep: Class 19 contains 2264 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 7064 members 
Mstep: Class 22 contains 3789 members 
Mstep: Class 23 contains 36091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727984.000000 Penalty: 13180.710938
Iteration 97Q: 23 clusters Score -1.572798e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 764 members 
Mstep: Class 3 contains 2519 members 
Mstep: Class 4 contains 6857 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 24787 members 
Mstep: Class 7 contains 5424 members 
Mstep: Class 8 contains 8181 members 
Mstep: Class 9 contains 150427 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 36173 members 
Mstep: Class 13 contains 18371 members 
Mstep: Class 14 contains 7512 members 
Mstep: Class 15 contains 18626 members 
Mstep: Class 16 contains 133612 members 
Mstep: Class 17 contains 5330 members 
Mstep: Class 18 contains 5844 members 
Mstep: Class 19 contains 2325 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 7065 members 
Mstep: Class 22 contains 3745 members 
Mstep: Class 23 contains 36108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728054.000000 Penalty: 13180.710938
Iteration 98Q: 23 clusters Score -1.572805e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 45170 members 
Mstep: Class 2 contains 763 members 
Mstep: Class 3 contains 2506 members 
Mstep: Class 4 contains 6856 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 24775 members 
Mstep: Class 7 contains 5420 members 
Mstep: Class 8 contains 8163 members 
Mstep: Class 9 contains 150412 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 36239 members 
Mstep: Class 13 contains 18370 members 
Mstep: Class 14 contains 7500 members 
Mstep: Class 15 contains 18676 members 
Mstep: Class 16 contains 133543 members 
Mstep: Class 17 contains 5330 members 
Mstep: Class 18 contains 5840 members 
Mstep: Class 19 contains 2367 members 
Mstep: Class 20 contains 2156 members 
Mstep: Class 21 contains 7063 members 
Mstep: Class 22 contains 3703 members 
Mstep: Class 23 contains 36123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728085.000000 Penalty: 13180.710938
Iteration 99Q: 23 clusters Score -1.572808e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 45199 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2497 members 
Mstep: Class 4 contains 6855 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 24760 members 
Mstep: Class 7 contains 5421 members 
Mstep: Class 8 contains 8141 members 
Mstep: Class 9 contains 150397 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 36295 members 
Mstep: Class 13 contains 18374 members 
Mstep: Class 14 contains 7485 members 
Mstep: Class 15 contains 18717 members 
Mstep: Class 16 contains 133471 members 
Mstep: Class 17 contains 5335 members 
Mstep: Class 18 contains 5837 members 
Mstep: Class 19 contains 2406 members 
Mstep: Class 20 contains 2155 members 
Mstep: Class 21 contains 7062 members 
Mstep: Class 22 contains 3668 members 
Mstep: Class 23 contains 36138 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 23 clusters Score -1.572812e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2491 members 
Mstep: Class 4 contains 6857 members 
Mstep: Class 5 contains 648 members 
Mstep: Class 6 contains 24730 members 
Mstep: Class 7 contains 5417 members 
Mstep: Class 8 contains 8130 members 
Mstep: Class 9 contains 150397 members 
Mstep: Class 11 contains 1446 members 
Mstep: Class 12 contains 36344 members 
Mstep: Class 13 contains 18377 members 
Mstep: Class 14 contains 7471 members 
Mstep: Class 15 contains 18747 members 
Mstep: Class 16 contains 133389 members 
Mstep: Class 17 contains 5345 members 
Mstep: Class 18 contains 5837 members 
Mstep: Class 19 contains 2481 members 
Mstep: Class 20 contains 2152 members 
Mstep: Class 21 contains 7059 members 
Mstep: Class 22 contains 3615 members 
Mstep: Class 23 contains 36158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728138.000000 Penalty: 13180.710938
Iteration 101Q: 23 clusters Score -1.572814e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45244 members 
Mstep: Class 2 contains 761 members 
Mstep: Class 3 contains 2481 members 
Mstep: Class 4 contains 6854 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 24714 members 
Mstep: Class 7 contains 5412 members 
Mstep: Class 8 contains 8119 members 
Mstep: Class 9 contains 150395 members 
Mstep: Class 11 contains 1447 members 
Mstep: Class 12 contains 36399 members 
Mstep: Class 13 contains 18381 members 
Mstep: Class 14 contains 7456 members 
Mstep: Class 15 contains 18777 members 
Mstep: Class 16 contains 133311 members 
Mstep: Class 17 contains 5346 members 
Mstep: Class 18 contains 5831 members 
Mstep: Class 19 contains 2547 members 
Mstep: Class 20 contains 2150 members 
Mstep: Class 21 contains 7056 members 
Mstep: Class 22 contains 3566 members 
Mstep: Class 23 contains 36175 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 102Q: 23 clusters Score -1.572811e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 6857 members 
Mstep: Class 5 contains 649 members 
Mstep: Class 6 contains 24705 members 
Mstep: Class 7 contains 5411 members 
Mstep: Class 8 contains 8113 members 
Mstep: Class 9 contains 150384 members 
Mstep: Class 11 contains 1444 members 
Mstep: Class 12 contains 36454 members 
Mstep: Class 13 contains 18388 members 
Mstep: Class 14 contains 7443 members 
Mstep: Class 15 contains 18810 members 
Mstep: Class 16 contains 133219 members 
Mstep: Class 17 contains 5345 members 
Mstep: Class 18 contains 5825 members 
Mstep: Class 19 contains 2616 members 
Mstep: Class 20 contains 2148 members 
Mstep: Class 21 contains 7053 members 
Mstep: Class 22 contains 3523 members 
Mstep: Class 23 contains 36193 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 23 clusters Score -1.572812e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 762 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 6858 members 
Mstep: Class 5 contains 650 members 
Mstep: Class 6 contains 24688 members 
Mstep: Class 7 contains 5407 members 
Mstep: Class 8 contains 8106 members 
Mstep: Class 9 contains 150374 members 
Mstep: Class 11 contains 1444 members 
Mstep: Class 12 contains 36516 members 
Mstep: Class 13 contains 18387 members 
Mstep: Class 14 contains 7434 members 
Mstep: Class 15 contains 18842 members 
Mstep: Class 16 contains 133144 members 
Mstep: Class 17 contains 5345 members 
Mstep: Class 18 contains 5824 members 
Mstep: Class 19 contains 2680 members 
Mstep: Class 20 contains 2146 members 
Mstep: Class 21 contains 7044 members 
Mstep: Class 22 contains 3467 members 
Mstep: Class 23 contains 36217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728108.000000 Penalty: 13180.710938
Iteration 104Q: 23 clusters Score -1.572811e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 6857 members 
Mstep: Class 5 contains 652 members 
Mstep: Class 6 contains 24683 members 
Mstep: Class 7 contains 5405 members 
Mstep: Class 8 contains 8093 members 
Mstep: Class 9 contains 150357 members 
Mstep: Class 11 contains 1446 members 
Mstep: Class 12 contains 36554 members 
Mstep: Class 13 contains 18386 members 
Mstep: Class 14 contains 7416 members 
Mstep: Class 15 contains 18879 members 
Mstep: Class 16 contains 133075 members 
Mstep: Class 17 contains 5344 members 
Mstep: Class 18 contains 5823 members 
Mstep: Class 19 contains 2732 members 
Mstep: Class 20 contains 2142 members 
Mstep: Class 21 contains 7037 members 
Mstep: Class 22 contains 3427 members 
Mstep: Class 23 contains 36255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728125.000000 Penalty: 13180.710938
Iteration 105Q: 23 clusters Score -1.572812e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 6856 members 
Mstep: Class 5 contains 655 members 
Mstep: Class 6 contains 24668 members 
Mstep: Class 7 contains 5401 members 
Mstep: Class 8 contains 8066 members 
Mstep: Class 9 contains 150337 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 36618 members 
Mstep: Class 13 contains 18386 members 
Mstep: Class 14 contains 7406 members 
Mstep: Class 15 contains 18919 members 
Mstep: Class 16 contains 132995 members 
Mstep: Class 17 contains 5348 members 
Mstep: Class 18 contains 5820 members 
Mstep: Class 19 contains 2786 members 
Mstep: Class 20 contains 2147 members 
Mstep: Class 21 contains 7027 members 
Mstep: Class 22 contains 3391 members 
Mstep: Class 23 contains 36284 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 106Q: 23 clusters Score -1.572814e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45305 members 
Mstep: Class 2 contains 760 members 
Mstep: Class 3 contains 2465 members 
Mstep: Class 4 contains 6854 members 
Mstep: Class 5 contains 656 members 
Mstep: Class 6 contains 24641 members 
Mstep: Class 7 contains 5403 members 
Mstep: Class 8 contains 8046 members 
Mstep: Class 9 contains 150321 members 
Mstep: Class 11 contains 1440 members 
Mstep: Class 12 contains 36670 members 
Mstep: Class 13 contains 18389 members 
Mstep: Class 14 contains 7389 members 
Mstep: Class 15 contains 18952 members 
Mstep: Class 16 contains 132920 members 
Mstep: Class 17 contains 5353 members 
Mstep: Class 18 contains 5809 members 
Mstep: Class 19 contains 2848 members 
Mstep: Class 20 contains 2148 members 
Mstep: Class 21 contains 7015 members 
Mstep: Class 22 contains 3363 members 
Mstep: Class 23 contains 36324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728186.000000 Penalty: 13180.710938
Iteration 107Q: 23 clusters Score -1.572819e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2465 members 
Mstep: Class 4 contains 6852 members 
Mstep: Class 5 contains 656 members 
Mstep: Class 6 contains 24614 members 
Mstep: Class 7 contains 5391 members 
Mstep: Class 8 contains 8014 members 
Mstep: Class 9 contains 150309 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 36737 members 
Mstep: Class 13 contains 18387 members 
Mstep: Class 14 contains 7378 members 
Mstep: Class 15 contains 18985 members 
Mstep: Class 16 contains 132836 members 
Mstep: Class 17 contains 5358 members 
Mstep: Class 18 contains 5801 members 
Mstep: Class 19 contains 2918 members 
Mstep: Class 20 contains 2143 members 
Mstep: Class 21 contains 7014 members 
Mstep: Class 22 contains 3340 members 
Mstep: Class 23 contains 36364 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 23 clusters Score -1.572824e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45318 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 6847 members 
Mstep: Class 5 contains 657 members 
Mstep: Class 6 contains 24568 members 
Mstep: Class 7 contains 5386 members 
Mstep: Class 8 contains 7982 members 
Mstep: Class 9 contains 150303 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 36816 members 
Mstep: Class 13 contains 18390 members 
Mstep: Class 14 contains 7368 members 
Mstep: Class 15 contains 19022 members 
Mstep: Class 16 contains 132758 members 
Mstep: Class 17 contains 5365 members 
Mstep: Class 18 contains 5793 members 
Mstep: Class 19 contains 2996 members 
Mstep: Class 20 contains 2136 members 
Mstep: Class 21 contains 7019 members 
Mstep: Class 22 contains 3300 members 
Mstep: Class 23 contains 36391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728319.000000 Penalty: 13180.710938
Iteration 109Q: 23 clusters Score -1.572832e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45323 members 
Mstep: Class 2 contains 756 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 6847 members 
Mstep: Class 5 contains 659 members 
Mstep: Class 6 contains 24544 members 
Mstep: Class 7 contains 5372 members 
Mstep: Class 8 contains 7958 members 
Mstep: Class 9 contains 150304 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 36892 members 
Mstep: Class 13 contains 18391 members 
Mstep: Class 14 contains 7346 members 
Mstep: Class 15 contains 19052 members 
Mstep: Class 16 contains 132669 members 
Mstep: Class 17 contains 5360 members 
Mstep: Class 18 contains 5789 members 
Mstep: Class 19 contains 3062 members 
Mstep: Class 20 contains 2137 members 
Mstep: Class 21 contains 7018 members 
Mstep: Class 22 contains 3275 members 
Mstep: Class 23 contains 36414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728365.000000 Penalty: 13180.710938
Iteration 110Q: 23 clusters Score -1.572836e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45335 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 6849 members 
Mstep: Class 5 contains 660 members 
Mstep: Class 6 contains 24531 members 
Mstep: Class 7 contains 5363 members 
Mstep: Class 8 contains 7933 members 
Mstep: Class 9 contains 150314 members 
Mstep: Class 11 contains 1437 members 
Mstep: Class 12 contains 36949 members 
Mstep: Class 13 contains 18396 members 
Mstep: Class 14 contains 7333 members 
Mstep: Class 15 contains 19077 members 
Mstep: Class 16 contains 132602 members 
Mstep: Class 17 contains 5358 members 
Mstep: Class 18 contains 5783 members 
Mstep: Class 19 contains 3113 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 7016 members 
Mstep: Class 22 contains 3233 members 
Mstep: Class 23 contains 36433 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 23 clusters Score -1.572844e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45346 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 6846 members 
Mstep: Class 5 contains 661 members 
Mstep: Class 6 contains 24515 members 
Mstep: Class 7 contains 5364 members 
Mstep: Class 8 contains 7915 members 
Mstep: Class 9 contains 150318 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 36998 members 
Mstep: Class 13 contains 18399 members 
Mstep: Class 14 contains 7317 members 
Mstep: Class 15 contains 19104 members 
Mstep: Class 16 contains 132524 members 
Mstep: Class 17 contains 5357 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 3158 members 
Mstep: Class 20 contains 2132 members 
Mstep: Class 21 contains 7020 members 
Mstep: Class 22 contains 3214 members 
Mstep: Class 23 contains 36445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728445.000000 Penalty: 13180.710938
Iteration 112Q: 23 clusters Score -1.572844e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45355 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 6843 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 24505 members 
Mstep: Class 7 contains 5364 members 
Mstep: Class 8 contains 7901 members 
Mstep: Class 9 contains 150323 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 37054 members 
Mstep: Class 13 contains 18400 members 
Mstep: Class 14 contains 7309 members 
Mstep: Class 15 contains 19123 members 
Mstep: Class 16 contains 132441 members 
Mstep: Class 17 contains 5355 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 3198 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 7026 members 
Mstep: Class 22 contains 3187 members 
Mstep: Class 23 contains 36462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728489.000000 Penalty: 13180.710938
Iteration 113Q: 23 clusters Score -1.572849e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45363 members 
Mstep: Class 2 contains 757 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6841 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 24476 members 
Mstep: Class 7 contains 5361 members 
Mstep: Class 8 contains 7891 members 
Mstep: Class 9 contains 150316 members 
Mstep: Class 11 contains 1436 members 
Mstep: Class 12 contains 37103 members 
Mstep: Class 13 contains 18401 members 
Mstep: Class 14 contains 7299 members 
Mstep: Class 15 contains 19150 members 
Mstep: Class 16 contains 132367 members 
Mstep: Class 17 contains 5356 members 
Mstep: Class 18 contains 5778 members 
Mstep: Class 19 contains 3244 members 
Mstep: Class 20 contains 2124 members 
Mstep: Class 21 contains 7027 members 
Mstep: Class 22 contains 3168 members 
Mstep: Class 23 contains 36479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728465.000000 Penalty: 13180.710938
Iteration 114Q: 23 clusters Score -1.572846e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45372 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6839 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 24435 members 
Mstep: Class 7 contains 5356 members 
Mstep: Class 8 contains 7884 members 
Mstep: Class 9 contains 150308 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 37159 members 
Mstep: Class 13 contains 18403 members 
Mstep: Class 14 contains 7286 members 
Mstep: Class 15 contains 19173 members 
Mstep: Class 16 contains 132302 members 
Mstep: Class 17 contains 5360 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 3292 members 
Mstep: Class 20 contains 2125 members 
Mstep: Class 21 contains 7029 members 
Mstep: Class 22 contains 3143 members 
Mstep: Class 23 contains 36497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728489.000000 Penalty: 13180.710938
Iteration 115Q: 23 clusters Score -1.572849e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 758 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6837 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 24407 members 
Mstep: Class 7 contains 5357 members 
Mstep: Class 8 contains 7882 members 
Mstep: Class 9 contains 150309 members 
Mstep: Class 11 contains 1435 members 
Mstep: Class 12 contains 37201 members 
Mstep: Class 13 contains 18408 members 
Mstep: Class 14 contains 7276 members 
Mstep: Class 15 contains 19191 members 
Mstep: Class 16 contains 132227 members 
Mstep: Class 17 contains 5363 members 
Mstep: Class 18 contains 5779 members 
Mstep: Class 19 contains 3348 members 
Mstep: Class 20 contains 2121 members 
Mstep: Class 21 contains 7029 members 
Mstep: Class 22 contains 3114 members 
Mstep: Class 23 contains 36506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728466.000000 Penalty: 13180.710938
Iteration 116Q: 23 clusters Score -1.572847e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45411 members 
Mstep: Class 2 contains 756 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 6832 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 24386 members 
Mstep: Class 7 contains 5350 members 
Mstep: Class 8 contains 7879 members 
Mstep: Class 9 contains 150313 members 
Mstep: Class 11 contains 1433 members 
Mstep: Class 12 contains 37253 members 
Mstep: Class 13 contains 18409 members 
Mstep: Class 14 contains 7269 members 
Mstep: Class 15 contains 19197 members 
Mstep: Class 16 contains 132152 members 
Mstep: Class 17 contains 5368 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 3412 members 
Mstep: Class 20 contains 2119 members 
Mstep: Class 21 contains 7038 members 
Mstep: Class 22 contains 3076 members 
Mstep: Class 23 contains 36507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728497.000000 Penalty: 13180.710938
Iteration 117Q: 23 clusters Score -1.57285e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 754 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 6825 members 
Mstep: Class 5 contains 666 members 
Mstep: Class 6 contains 24361 members 
Mstep: Class 7 contains 5346 members 
Mstep: Class 8 contains 7871 members 
Mstep: Class 9 contains 150319 members 
Mstep: Class 11 contains 1431 members 
Mstep: Class 12 contains 37318 members 
Mstep: Class 13 contains 18409 members 
Mstep: Class 14 contains 7259 members 
Mstep: Class 15 contains 19203 members 
Mstep: Class 16 contains 132101 members 
Mstep: Class 17 contains 5373 members 
Mstep: Class 18 contains 5774 members 
Mstep: Class 19 contains 3464 members 
Mstep: Class 20 contains 2119 members 
Mstep: Class 21 contains 7043 members 
Mstep: Class 22 contains 3032 members 
Mstep: Class 23 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728501.000000 Penalty: 13180.710938
Iteration 118Q: 23 clusters Score -1.57285e+07 nChanged 254
Entering ConstructFrom: 
Score: -15728501.000000 Penalty: 13180.710938
Entering ConstructFrom: 
Trying to split cluster 1 (45447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45447 members 
Entering Unmasked Estep 
Score: -1439850.000000 Penalty: 487.955750
	Iteration 0F: 2 clusters Score -1439850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -1409413.250000 Penalty: 975.911499
	Iteration 0F: 3 clusters Score -1409413 nChanged 21819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -1425166.625000 Penalty: 975.911499
	Iteration 1F: 3 clusters Score -1425167 nChanged 3996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -1427987.625000 Penalty: 975.911499
	Iteration 2F: 3 clusters Score -1427988 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -1431029.500000 Penalty: 975.911499
	Iteration 3F: 3 clusters Score -1431030 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 38575 members 
Entering Unmasked Estep 
Score: -1433866.125000 Penalty: 975.911499
	Iteration 4F: 3 clusters Score -1433866 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 41037 members 
Entering Unmasked Estep 
Score: -1436230.625000 Penalty: 975.911499
	Iteration 5F: 3 clusters Score -1436231 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 42668 members 
Entering Unmasked Estep 
Score: -1437984.250000 Penalty: 975.911499
	Iteration 6Q: 3 clusters Score -1437984 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -1439018.000000 Penalty: 975.911499
	Iteration 7Q: 3 clusters Score -1439018 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -1439458.500000 Penalty: 975.911499
	Iteration 8Q: 3 clusters Score -1439458 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 43943 members 
Entering Unmasked Estep 
Score: -1439638.125000 Penalty: 975.911499
	Iteration 9Q: 3 clusters Score -1439638 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -1439718.250000 Penalty: 975.911499
	Iteration 10Q: 3 clusters Score -1439718 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -1439764.625000 Penalty: 975.911499
	Iteration 11Q: 3 clusters Score -1439765 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 44154 members 
Entering Unmasked Estep 
Score: -1439783.125000 Penalty: 975.911499
	Iteration 12Q: 3 clusters Score -1439783 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -1439800.250000 Penalty: 975.911499
	Iteration 13Q: 3 clusters Score -1439800 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -1439802.625000 Penalty: 975.911499
	Iteration 14Q: 3 clusters Score -1439803 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -1439811.625000 Penalty: 975.911499
	Iteration 15Q: 3 clusters Score -1439812 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -1439821.875000 Penalty: 975.911499
	Iteration 16Q: 3 clusters Score -1439822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -1439826.750000 Penalty: 975.911499
	Iteration 17Q: 3 clusters Score -1439827 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -1439831.125000 Penalty: 975.911499
	Iteration 18Q: 3 clusters Score -1439831 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -1439834.875000 Penalty: 975.911499
	Iteration 19Q: 3 clusters Score -1439835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -1439835.625000 Penalty: 975.911499
	Iteration 20F: 3 clusters Score -1439836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -1439835.250000 Penalty: 975.911499
	Iteration 21Q: 3 clusters Score -1439835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -1439839.250000 Penalty: 975.911499
	Iteration 22Q: 3 clusters Score -1439839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -1439842.750000 Penalty: 975.911499
	Iteration 23Q: 3 clusters Score -1439843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -1439842.500000 Penalty: 975.911499
	Iteration 24Q: 3 clusters Score -1439842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 44415 members 
Entering Unmasked Estep 
Score: -1439843.625000 Penalty: 975.911499
	Iteration 25Q: 3 clusters Score -1439844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -1439845.625000 Penalty: 975.911499
	Iteration 26Q: 3 clusters Score -1439846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -1439847.000000 Penalty: 975.911499
	Iteration 27Q: 3 clusters Score -1439847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -1439848.000000 Penalty: 975.911499
	Iteration 28Q: 3 clusters Score -1439848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -1439847.875000 Penalty: 975.911499
	Iteration 29Q: 3 clusters Score -1439848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -1439848.750000 Penalty: 975.911499
	Iteration 30Q: 3 clusters Score -1439849 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -1439848.625000 Penalty: 975.911499
	Iteration 31Q: 3 clusters Score -1439849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 44460 members 
Entering Unmasked Estep 
Score: -1439853.500000 Penalty: 975.911499
	Iteration 32Q: 3 clusters Score -1439854 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -1439852.750000 Penalty: 975.911499
	Iteration 33Q: 3 clusters Score -1439853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -1439851.875000 Penalty: 975.911499
	Iteration 34Q: 3 clusters Score -1439852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -1439851.625000 Penalty: 975.911499
	Iteration 35Q: 3 clusters Score -1439852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -1439856.750000 Penalty: 975.911499
	Iteration 36Q: 3 clusters Score -1439857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 44470 members 
Entering Unmasked Estep 
Score: -1439856.125000 Penalty: 975.911499
	Iteration 37Q: 3 clusters Score -1439856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -1439855.625000 Penalty: 975.911499
	Iteration 38Q: 3 clusters Score -1439856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -1439855.625000 Penalty: 975.911499
	Iteration 39F: 3 clusters Score -1439856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 754 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 6822 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 24332 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 7860 members 
Mstep: Class 9 contains 150320 members 
Mstep: Class 10 contains 44471 members 
Mstep: Class 11 contains 1430 members 
Mstep: Class 12 contains 37378 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 7252 members 
Mstep: Class 15 contains 19212 members 
Mstep: Class 16 contains 132047 members 
Mstep: Class 17 contains 5381 members 
Mstep: Class 18 contains 5769 members 
Mstep: Class 19 contains 3518 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 2992 members 
Mstep: Class 23 contains 36509 members 
Entering Unmasked Estep 
Score: -15728415.000000 Penalty: 13779.833984
Splitting cluster 1 changes total score from -15728501.000000 to -15728415.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Entering Unmasked Estep 
Score: -24223.236328 Penalty: 301.455353
	Iteration 0F: 2 clusters Score -24223.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -23583.675781 Penalty: 602.910706
	Iteration 0F: 3 clusters Score -23583.68 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -23764.457031 Penalty: 602.910706
	Iteration 1F: 3 clusters Score -23764.46 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -23796.833984 Penalty: 602.910706
	Iteration 2F: 3 clusters Score -23796.83 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -23818.068359 Penalty: 602.910706
	Iteration 3Q: 3 clusters Score -23818.07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -23829.884766 Penalty: 602.910706
	Iteration 4Q: 3 clusters Score -23829.88 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -23835.619141 Penalty: 602.910706
	Iteration 5Q: 3 clusters Score -23835.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -23840.513672 Penalty: 602.910706
	Iteration 6Q: 3 clusters Score -23840.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -23843.060547 Penalty: 602.910706
	Iteration 7Q: 3 clusters Score -23843.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -23844.154297 Penalty: 602.910706
	Iteration 8Q: 3 clusters Score -23844.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -23845.416016 Penalty: 602.910706
	Iteration 9Q: 3 clusters Score -23845.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -23845.781250 Penalty: 602.910706
	Iteration 10Q: 3 clusters Score -23845.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -23846.326172 Penalty: 602.910706
	Iteration 11Q: 3 clusters Score -23846.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -23847.697266 Penalty: 602.910706
	Iteration 12Q: 3 clusters Score -23847.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -23850.544922 Penalty: 602.910706
	Iteration 13Q: 3 clusters Score -23850.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23853.626953 Penalty: 602.910706
	Iteration 14Q: 3 clusters Score -23853.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -23856.148438 Penalty: 602.910706
	Iteration 15Q: 3 clusters Score -23856.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -23858.650391 Penalty: 602.910706
	Iteration 16Q: 3 clusters Score -23858.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -23859.402344 Penalty: 602.910706
	Iteration 17Q: 3 clusters Score -23859.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -23860.138672 Penalty: 602.910706
	Iteration 18Q: 3 clusters Score -23860.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -23862.283203 Penalty: 602.910706
	Iteration 19Q: 3 clusters Score -23862.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -23864.888672 Penalty: 602.910706
	Iteration 20F: 3 clusters Score -23864.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -23867.703125 Penalty: 602.910706
	Iteration 21Q: 3 clusters Score -23867.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -23871.738281 Penalty: 602.910706
	Iteration 22Q: 3 clusters Score -23871.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -23873.396484 Penalty: 602.910706
	Iteration 23Q: 3 clusters Score -23873.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23874.740234 Penalty: 602.910706
	Iteration 24Q: 3 clusters Score -23874.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -23875.449219 Penalty: 602.910706
	Iteration 25Q: 3 clusters Score -23875.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -23876.863281 Penalty: 602.910706
	Iteration 26Q: 3 clusters Score -23876.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -23877.009766 Penalty: 602.910706
	Iteration 27Q: 3 clusters Score -23877.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -23877.212891 Penalty: 602.910706
	Iteration 28Q: 3 clusters Score -23877.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23877.498047 Penalty: 602.910706
	Iteration 29Q: 3 clusters Score -23877.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -23877.498047 Penalty: 602.910706
	Iteration 30F: 3 clusters Score -23877.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Entering Unmasked Estep 
Score: -75499.312500 Penalty: 355.389496
	Iteration 0F: 2 clusters Score -75499.31 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -73756.664062 Penalty: 710.778992
	Iteration 0F: 3 clusters Score -73756.66 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -74324.273438 Penalty: 710.778992
	Iteration 1F: 3 clusters Score -74324.27 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -74392.445312 Penalty: 710.778992
	Iteration 2F: 3 clusters Score -74392.45 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -74468.945312 Penalty: 710.778992
	Iteration 3F: 3 clusters Score -74468.95 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -74550.007812 Penalty: 710.778992
	Iteration 4F: 3 clusters Score -74550.01 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -74619.804688 Penalty: 710.778992
	Iteration 5Q: 3 clusters Score -74619.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -74704.000000 Penalty: 710.778992
	Iteration 6F: 3 clusters Score -74704 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -74782.218750 Penalty: 710.778992
	Iteration 7Q: 3 clusters Score -74782.22 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -74855.968750 Penalty: 710.778992
	Iteration 8Q: 3 clusters Score -74855.97 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -74923.375000 Penalty: 710.778992
	Iteration 9Q: 3 clusters Score -74923.38 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -74972.023438 Penalty: 710.778992
	Iteration 10Q: 3 clusters Score -74972.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -75016.656250 Penalty: 710.778992
	Iteration 11Q: 3 clusters Score -75016.66 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -75057.156250 Penalty: 710.778992
	Iteration 12Q: 3 clusters Score -75057.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -75081.710938 Penalty: 710.778992
	Iteration 13Q: 3 clusters Score -75081.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -75111.703125 Penalty: 710.778992
	Iteration 14Q: 3 clusters Score -75111.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -75135.234375 Penalty: 710.778992
	Iteration 15Q: 3 clusters Score -75135.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -75154.171875 Penalty: 710.778992
	Iteration 16Q: 3 clusters Score -75154.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -75173.875000 Penalty: 710.778992
	Iteration 17Q: 3 clusters Score -75173.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -75190.273438 Penalty: 710.778992
	Iteration 18Q: 3 clusters Score -75190.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -75205.914062 Penalty: 710.778992
	Iteration 19Q: 3 clusters Score -75205.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -75211.429688 Penalty: 710.778992
	Iteration 20F: 3 clusters Score -75211.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -75212.335938 Penalty: 710.778992
	Iteration 21Q: 3 clusters Score -75212.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -75213.765625 Penalty: 710.778992
	Iteration 22Q: 3 clusters Score -75213.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -75214.218750 Penalty: 710.778992
	Iteration 23Q: 3 clusters Score -75214.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -75214.218750 Penalty: 710.778992
	Iteration 24F: 3 clusters Score -75214.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Entering Unmasked Estep 
Score: -211219.500000 Penalty: 401.669800
	Iteration 0F: 2 clusters Score -211219.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -206699.203125 Penalty: 803.339600
	Iteration 0F: 3 clusters Score -206699.2 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -208692.828125 Penalty: 803.339600
	Iteration 1F: 3 clusters Score -208692.8 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -209079.109375 Penalty: 803.339600
	Iteration 2F: 3 clusters Score -209079.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -209527.484375 Penalty: 803.339600
	Iteration 3F: 3 clusters Score -209527.5 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -209995.515625 Penalty: 803.339600
	Iteration 4F: 3 clusters Score -209995.5 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -210397.390625 Penalty: 803.339600
	Iteration 5F: 3 clusters Score -210397.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -210661.187500 Penalty: 803.339600
	Iteration 6Q: 3 clusters Score -210661.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -210843.453125 Penalty: 803.339600
	Iteration 7Q: 3 clusters Score -210843.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -210958.796875 Penalty: 803.339600
	Iteration 8Q: 3 clusters Score -210958.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -211012.859375 Penalty: 803.339600
	Iteration 9Q: 3 clusters Score -211012.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -211039.796875 Penalty: 803.339600
	Iteration 10Q: 3 clusters Score -211039.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -211050.203125 Penalty: 803.339600
	Iteration 11Q: 3 clusters Score -211050.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -211059.937500 Penalty: 803.339600
	Iteration 12Q: 3 clusters Score -211059.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -211065.953125 Penalty: 803.339600
	Iteration 13Q: 3 clusters Score -211066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -211072.156250 Penalty: 803.339600
	Iteration 14Q: 3 clusters Score -211072.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -211078.265625 Penalty: 803.339600
	Iteration 15Q: 3 clusters Score -211078.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -211081.640625 Penalty: 803.339600
	Iteration 16Q: 3 clusters Score -211081.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -211083.406250 Penalty: 803.339600
	Iteration 17Q: 3 clusters Score -211083.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -211083.953125 Penalty: 803.339600
	Iteration 18Q: 3 clusters Score -211084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -211084.156250 Penalty: 803.339600
	Iteration 19Q: 3 clusters Score -211084.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -211084.156250 Penalty: 803.339600
	Iteration 20F: 3 clusters Score -211084.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Entering Unmasked Estep 
Score: -22930.449219 Penalty: 295.945099
	Iteration 0F: 2 clusters Score -22930.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22326.423828 Penalty: 591.890198
	Iteration 0F: 3 clusters Score -22326.42 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -22471.408203 Penalty: 591.890198
	Iteration 1F: 3 clusters Score -22471.41 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -22529.302734 Penalty: 591.890198
	Iteration 2F: 3 clusters Score -22529.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -22574.507812 Penalty: 591.890198
	Iteration 3F: 3 clusters Score -22574.51 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -22596.767578 Penalty: 591.890198
	Iteration 4Q: 3 clusters Score -22596.77 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22606.917969 Penalty: 591.890198
	Iteration 5Q: 3 clusters Score -22606.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -22613.656250 Penalty: 591.890198
	Iteration 6Q: 3 clusters Score -22613.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -22617.841797 Penalty: 591.890198
	Iteration 7Q: 3 clusters Score -22617.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -22619.607422 Penalty: 591.890198
	Iteration 8Q: 3 clusters Score -22619.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -22620.402344 Penalty: 591.890198
	Iteration 9Q: 3 clusters Score -22620.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -22620.884766 Penalty: 591.890198
	Iteration 10Q: 3 clusters Score -22620.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -22622.869141 Penalty: 591.890198
	Iteration 11Q: 3 clusters Score -22622.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22623.886719 Penalty: 591.890198
	Iteration 12Q: 3 clusters Score -22623.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -22626.847656 Penalty: 591.890198
	Iteration 13Q: 3 clusters Score -22626.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -22630.962891 Penalty: 591.890198
	Iteration 14Q: 3 clusters Score -22630.96 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -22637.689453 Penalty: 591.890198
	Iteration 15Q: 3 clusters Score -22637.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -22643.121094 Penalty: 591.890198
	Iteration 16Q: 3 clusters Score -22643.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -22652.068359 Penalty: 591.890198
	Iteration 17Q: 3 clusters Score -22652.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -22658.371094 Penalty: 591.890198
	Iteration 18Q: 3 clusters Score -22658.37 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22660.417969 Penalty: 591.890198
	Iteration 19Q: 3 clusters Score -22660.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -22662.115234 Penalty: 591.890198
	Iteration 20F: 3 clusters Score -22662.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -22663.210938 Penalty: 591.890198
	Iteration 21Q: 3 clusters Score -22663.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -22663.892578 Penalty: 591.890198
	Iteration 22Q: 3 clusters Score -22663.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -22664.072266 Penalty: 591.890198
	Iteration 23Q: 3 clusters Score -22664.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -22664.072266 Penalty: 591.890198
	Iteration 24F: 3 clusters Score -22664.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (24332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Entering Unmasked Estep 
Score: -727765.312500 Penalty: 459.529419
	Iteration 0F: 2 clusters Score -727765.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -711586.250000 Penalty: 919.058838
	Iteration 0F: 3 clusters Score -711586.2 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -720045.750000 Penalty: 919.058838
	Iteration 1F: 3 clusters Score -720045.8 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -721931.437500 Penalty: 919.058838
	Iteration 2F: 3 clusters Score -721931.4 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -724210.250000 Penalty: 919.058838
	Iteration 3F: 3 clusters Score -724210.2 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -726124.500000 Penalty: 919.058838
	Iteration 4F: 3 clusters Score -726124.5 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -727198.187500 Penalty: 919.058838
	Iteration 5F: 3 clusters Score -727198.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -727624.312500 Penalty: 919.058838
	Iteration 6Q: 3 clusters Score -727624.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -727828.562500 Penalty: 919.058838
	Iteration 7Q: 3 clusters Score -727828.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -727964.312500 Penalty: 919.058838
	Iteration 8Q: 3 clusters Score -727964.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -728037.500000 Penalty: 919.058838
	Iteration 9Q: 3 clusters Score -728037.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -728087.687500 Penalty: 919.058838
	Iteration 10Q: 3 clusters Score -728087.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -728126.875000 Penalty: 919.058838
	Iteration 11Q: 3 clusters Score -728126.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -728161.062500 Penalty: 919.058838
	Iteration 12Q: 3 clusters Score -728161.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -728186.375000 Penalty: 919.058838
	Iteration 13Q: 3 clusters Score -728186.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -728206.562500 Penalty: 919.058838
	Iteration 14Q: 3 clusters Score -728206.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -728223.937500 Penalty: 919.058838
	Iteration 15Q: 3 clusters Score -728223.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -728238.500000 Penalty: 919.058838
	Iteration 16Q: 3 clusters Score -728238.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -728255.875000 Penalty: 919.058838
	Iteration 17Q: 3 clusters Score -728255.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -728272.187500 Penalty: 919.058838
	Iteration 18Q: 3 clusters Score -728272.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -728281.625000 Penalty: 919.058838
	Iteration 19Q: 3 clusters Score -728281.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -728289.812500 Penalty: 919.058838
	Iteration 20F: 3 clusters Score -728289.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -728296.250000 Penalty: 919.058838
	Iteration 21Q: 3 clusters Score -728296.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -728303.562500 Penalty: 919.058838
	Iteration 22Q: 3 clusters Score -728303.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -728310.562500 Penalty: 919.058838
	Iteration 23Q: 3 clusters Score -728310.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
Score: -728319.000000 Penalty: 919.058838
	Iteration 24Q: 3 clusters Score -728319 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 21395 members 
Entering Unmasked Estep 
Score: -728326.000000 Penalty: 919.058838
	Iteration 25Q: 3 clusters Score -728326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -728330.312500 Penalty: 919.058838
	Iteration 26Q: 3 clusters Score -728330.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -728331.687500 Penalty: 919.058838
	Iteration 27Q: 3 clusters Score -728331.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -728333.062500 Penalty: 919.058838
	Iteration 28Q: 3 clusters Score -728333.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -728334.750000 Penalty: 919.058838
	Iteration 29Q: 3 clusters Score -728334.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -728336.500000 Penalty: 919.058838
	Iteration 30Q: 3 clusters Score -728336.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -728337.937500 Penalty: 919.058838
	Iteration 31Q: 3 clusters Score -728337.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -728338.750000 Penalty: 919.058838
	Iteration 32Q: 3 clusters Score -728338.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -728341.437500 Penalty: 919.058838
	Iteration 33Q: 3 clusters Score -728341.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -728345.125000 Penalty: 919.058838
	Iteration 34Q: 3 clusters Score -728345.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -728346.187500 Penalty: 919.058838
	Iteration 35Q: 3 clusters Score -728346.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -728345.375000 Penalty: 919.058838
	Iteration 36Q: 3 clusters Score -728345.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -728345.312500 Penalty: 919.058838
	Iteration 37Q: 3 clusters Score -728345.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -728344.562500 Penalty: 919.058838
	Iteration 38Q: 3 clusters Score -728344.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -728347.125000 Penalty: 919.058838
	Iteration 39Q: 3 clusters Score -728347.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -728344.875000 Penalty: 919.058838
	Iteration 40F: 3 clusters Score -728344.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -728345.875000 Penalty: 919.058838
	Iteration 41Q: 3 clusters Score -728345.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -728349.437500 Penalty: 919.058838
	Iteration 42Q: 3 clusters Score -728349.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -728352.000000 Penalty: 919.058838
	Iteration 43Q: 3 clusters Score -728352 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -728354.062500 Penalty: 919.058838
	Iteration 44Q: 3 clusters Score -728354.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -728354.500000 Penalty: 919.058838
	Iteration 45Q: 3 clusters Score -728354.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -728355.875000 Penalty: 919.058838
	Iteration 46Q: 3 clusters Score -728355.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 21785 members 
Entering Unmasked Estep 
Score: -728355.062500 Penalty: 919.058838
	Iteration 47Q: 3 clusters Score -728355.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -728355.750000 Penalty: 919.058838
	Iteration 48Q: 3 clusters Score -728355.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -728354.687500 Penalty: 919.058838
	Iteration 49Q: 3 clusters Score -728354.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -728354.687500 Penalty: 919.058838
	Iteration 50F: 3 clusters Score -728354.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 754 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 6822 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 7860 members 
Mstep: Class 9 contains 150320 members 
Mstep: Class 10 contains 21789 members 
Mstep: Class 11 contains 1430 members 
Mstep: Class 12 contains 37378 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 7252 members 
Mstep: Class 15 contains 19212 members 
Mstep: Class 16 contains 132047 members 
Mstep: Class 17 contains 5381 members 
Mstep: Class 18 contains 5769 members 
Mstep: Class 19 contains 3518 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 2992 members 
Mstep: Class 23 contains 36509 members 
Entering Unmasked Estep 
Score: -15728933.000000 Penalty: 13779.833984
Splitting cluster 6 changes total score from -15728501.000000 to -15728933.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 7 (5340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Entering Unmasked Estep 
Score: -160605.328125 Penalty: 390.525635
	Iteration 0F: 2 clusters Score -160605.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -157013.390625 Penalty: 781.051270
	Iteration 0F: 3 clusters Score -157013.4 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -158373.031250 Penalty: 781.051270
	Iteration 1F: 3 clusters Score -158373 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -158526.796875 Penalty: 781.051270
	Iteration 2F: 3 clusters Score -158526.8 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -158671.406250 Penalty: 781.051270
	Iteration 3F: 3 clusters Score -158671.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -158818.984375 Penalty: 781.051270
	Iteration 4F: 3 clusters Score -158819 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -158970.640625 Penalty: 781.051270
	Iteration 5F: 3 clusters Score -158970.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -159085.703125 Penalty: 781.051270
	Iteration 6F: 3 clusters Score -159085.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -159186.593750 Penalty: 781.051270
	Iteration 7Q: 3 clusters Score -159186.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -159295.250000 Penalty: 781.051270
	Iteration 8Q: 3 clusters Score -159295.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -159396.734375 Penalty: 781.051270
	Iteration 9Q: 3 clusters Score -159396.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -159475.890625 Penalty: 781.051270
	Iteration 10Q: 3 clusters Score -159475.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -159532.671875 Penalty: 781.051270
	Iteration 11Q: 3 clusters Score -159532.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -159576.406250 Penalty: 781.051270
	Iteration 12Q: 3 clusters Score -159576.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -159608.609375 Penalty: 781.051270
	Iteration 13Q: 3 clusters Score -159608.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -159638.687500 Penalty: 781.051270
	Iteration 14Q: 3 clusters Score -159638.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -159660.000000 Penalty: 781.051270
	Iteration 15Q: 3 clusters Score -159660 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -159680.484375 Penalty: 781.051270
	Iteration 16Q: 3 clusters Score -159680.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -159703.937500 Penalty: 781.051270
	Iteration 17Q: 3 clusters Score -159703.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -159733.296875 Penalty: 781.051270
	Iteration 18Q: 3 clusters Score -159733.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -159757.828125 Penalty: 781.051270
	Iteration 19Q: 3 clusters Score -159757.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -159781.125000 Penalty: 781.051270
	Iteration 20F: 3 clusters Score -159781.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -159804.656250 Penalty: 781.051270
	Iteration 21Q: 3 clusters Score -159804.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -159829.250000 Penalty: 781.051270
	Iteration 22Q: 3 clusters Score -159829.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -159857.953125 Penalty: 781.051270
	Iteration 23Q: 3 clusters Score -159858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -159886.359375 Penalty: 781.051270
	Iteration 24Q: 3 clusters Score -159886.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -159917.953125 Penalty: 781.051270
	Iteration 25Q: 3 clusters Score -159918 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -159956.593750 Penalty: 781.051270
	Iteration 26Q: 3 clusters Score -159956.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -160003.687500 Penalty: 781.051270
	Iteration 27Q: 3 clusters Score -160003.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -160049.515625 Penalty: 781.051270
	Iteration 28Q: 3 clusters Score -160049.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -160084.093750 Penalty: 781.051270
	Iteration 29Q: 3 clusters Score -160084.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -160124.796875 Penalty: 781.051270
	Iteration 30Q: 3 clusters Score -160124.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -160168.750000 Penalty: 781.051270
	Iteration 31Q: 3 clusters Score -160168.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -160209.953125 Penalty: 781.051270
	Iteration 32Q: 3 clusters Score -160210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -160250.796875 Penalty: 781.051270
	Iteration 33Q: 3 clusters Score -160250.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -160283.687500 Penalty: 781.051270
	Iteration 34Q: 3 clusters Score -160283.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -160316.703125 Penalty: 781.051270
	Iteration 35Q: 3 clusters Score -160316.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -160339.718750 Penalty: 781.051270
	Iteration 36Q: 3 clusters Score -160339.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -160356.734375 Penalty: 781.051270
	Iteration 37Q: 3 clusters Score -160356.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -160366.625000 Penalty: 781.051270
	Iteration 38Q: 3 clusters Score -160366.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -160369.812500 Penalty: 781.051270
	Iteration 39Q: 3 clusters Score -160369.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -160373.703125 Penalty: 781.051270
	Iteration 40F: 3 clusters Score -160373.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -160376.281250 Penalty: 781.051270
	Iteration 41Q: 3 clusters Score -160376.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -160378.750000 Penalty: 781.051270
	Iteration 42Q: 3 clusters Score -160378.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -160380.890625 Penalty: 781.051270
	Iteration 43Q: 3 clusters Score -160380.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -160384.937500 Penalty: 781.051270
	Iteration 44Q: 3 clusters Score -160384.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -160385.390625 Penalty: 781.051270
	Iteration 45Q: 3 clusters Score -160385.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -160385.390625 Penalty: 781.051270
	Iteration 46F: 3 clusters Score -160385.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (7860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Entering Unmasked Estep 
Score: -255046.390625 Penalty: 408.114136
	Iteration 0F: 2 clusters Score -255046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -249845.812500 Penalty: 816.228271
	Iteration 0F: 3 clusters Score -249845.8 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -251782.015625 Penalty: 816.228271
	Iteration 1F: 3 clusters Score -251782 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -251924.875000 Penalty: 816.228271
	Iteration 2Q: 3 clusters Score -251924.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -252089.796875 Penalty: 816.228271
	Iteration 3Q: 3 clusters Score -252089.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -252323.859375 Penalty: 816.228271
	Iteration 4F: 3 clusters Score -252323.9 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -252660.015625 Penalty: 816.228271
	Iteration 5F: 3 clusters Score -252660 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -253111.265625 Penalty: 816.228271
	Iteration 6F: 3 clusters Score -253111.3 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -253620.843750 Penalty: 816.228271
	Iteration 7F: 3 clusters Score -253620.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -253970.109375 Penalty: 816.228271
	Iteration 8F: 3 clusters Score -253970.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -254142.375000 Penalty: 816.228271
	Iteration 9Q: 3 clusters Score -254142.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -254220.250000 Penalty: 816.228271
	Iteration 10Q: 3 clusters Score -254220.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -254274.609375 Penalty: 816.228271
	Iteration 11Q: 3 clusters Score -254274.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -254326.406250 Penalty: 816.228271
	Iteration 12Q: 3 clusters Score -254326.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -254373.859375 Penalty: 816.228271
	Iteration 13Q: 3 clusters Score -254373.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -254413.468750 Penalty: 816.228271
	Iteration 14Q: 3 clusters Score -254413.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -254447.156250 Penalty: 816.228271
	Iteration 15Q: 3 clusters Score -254447.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -254474.000000 Penalty: 816.228271
	Iteration 16Q: 3 clusters Score -254474 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -254495.031250 Penalty: 816.228271
	Iteration 17Q: 3 clusters Score -254495 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -254518.328125 Penalty: 816.228271
	Iteration 18Q: 3 clusters Score -254518.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -254537.234375 Penalty: 816.228271
	Iteration 19Q: 3 clusters Score -254537.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -254554.562500 Penalty: 816.228271
	Iteration 20F: 3 clusters Score -254554.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -254572.281250 Penalty: 816.228271
	Iteration 21Q: 3 clusters Score -254572.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -254594.421875 Penalty: 816.228271
	Iteration 22Q: 3 clusters Score -254594.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -254611.968750 Penalty: 816.228271
	Iteration 23Q: 3 clusters Score -254612 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -254625.093750 Penalty: 816.228271
	Iteration 24Q: 3 clusters Score -254625.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -254635.484375 Penalty: 816.228271
	Iteration 25Q: 3 clusters Score -254635.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -254647.031250 Penalty: 816.228271
	Iteration 26Q: 3 clusters Score -254647 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -254657.671875 Penalty: 816.228271
	Iteration 27Q: 3 clusters Score -254657.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -254667.390625 Penalty: 816.228271
	Iteration 28Q: 3 clusters Score -254667.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -254678.765625 Penalty: 816.228271
	Iteration 29Q: 3 clusters Score -254678.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -254685.296875 Penalty: 816.228271
	Iteration 30Q: 3 clusters Score -254685.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -254690.421875 Penalty: 816.228271
	Iteration 31Q: 3 clusters Score -254690.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -254694.812500 Penalty: 816.228271
	Iteration 32Q: 3 clusters Score -254694.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -254696.390625 Penalty: 816.228271
	Iteration 33Q: 3 clusters Score -254696.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -254700.171875 Penalty: 816.228271
	Iteration 34Q: 3 clusters Score -254700.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -254702.453125 Penalty: 816.228271
	Iteration 35Q: 3 clusters Score -254702.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -254704.078125 Penalty: 816.228271
	Iteration 36Q: 3 clusters Score -254704.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -254706.953125 Penalty: 816.228271
	Iteration 37Q: 3 clusters Score -254707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -254708.296875 Penalty: 816.228271
	Iteration 38Q: 3 clusters Score -254708.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -254709.734375 Penalty: 816.228271
	Iteration 39Q: 3 clusters Score -254709.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -254710.609375 Penalty: 816.228271
	Iteration 40F: 3 clusters Score -254710.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -254710.234375 Penalty: 816.228271
	Iteration 41Q: 3 clusters Score -254710.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -254710.859375 Penalty: 816.228271
	Iteration 42Q: 3 clusters Score -254710.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -254711.828125 Penalty: 816.228271
	Iteration 43Q: 3 clusters Score -254711.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -254711.437500 Penalty: 816.228271
	Iteration 44Q: 3 clusters Score -254711.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -254711.656250 Penalty: 816.228271
	Iteration 45Q: 3 clusters Score -254711.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -254711.906250 Penalty: 816.228271
	Iteration 46Q: 3 clusters Score -254711.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -254711.609375 Penalty: 816.228271
	Iteration 47Q: 3 clusters Score -254711.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -254712.750000 Penalty: 816.228271
	Iteration 48Q: 3 clusters Score -254712.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -254712.437500 Penalty: 816.228271
	Iteration 49Q: 3 clusters Score -254712.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -254713.437500 Penalty: 816.228271
	Iteration 50Q: 3 clusters Score -254713.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -254713.218750 Penalty: 816.228271
	Iteration 51Q: 3 clusters Score -254713.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -254713.171875 Penalty: 816.228271
	Iteration 52Q: 3 clusters Score -254713.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -254713.562500 Penalty: 816.228271
	Iteration 53Q: 3 clusters Score -254713.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -254714.796875 Penalty: 816.228271
	Iteration 54Q: 3 clusters Score -254714.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -254716.437500 Penalty: 816.228271
	Iteration 55Q: 3 clusters Score -254716.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -254716.890625 Penalty: 816.228271
	Iteration 56Q: 3 clusters Score -254716.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -254717.843750 Penalty: 816.228271
	Iteration 57Q: 3 clusters Score -254717.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -254719.062500 Penalty: 816.228271
	Iteration 58Q: 3 clusters Score -254719.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -254720.984375 Penalty: 816.228271
	Iteration 59Q: 3 clusters Score -254721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -254721.343750 Penalty: 816.228271
	Iteration 60F: 3 clusters Score -254721.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -254721.765625 Penalty: 816.228271
	Iteration 61Q: 3 clusters Score -254721.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -254721.593750 Penalty: 816.228271
	Iteration 62Q: 3 clusters Score -254721.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -254722.000000 Penalty: 816.228271
	Iteration 63Q: 3 clusters Score -254722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -254722.125000 Penalty: 816.228271
	Iteration 64Q: 3 clusters Score -254722.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -254722.125000 Penalty: 816.228271
	Iteration 65F: 3 clusters Score -254722.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (150320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150320 members 
Entering Unmasked Estep 
Score: -4985941.500000 Penalty: 542.383728
	Iteration 0F: 2 clusters Score -4985942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75150 members 
Mstep: Class 2 contains 75170 members 
Entering Unmasked Estep 
Score: -4883782.000000 Penalty: 1084.767456
	Iteration 0F: 3 clusters Score -4883782 nChanged 73851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75975 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -4929844.000000 Penalty: 1084.767456
	Iteration 1F: 3 clusters Score -4929844 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77552 members 
Mstep: Class 2 contains 72768 members 
Entering Unmasked Estep 
Score: -4933322.000000 Penalty: 1084.767456
	Iteration 2Q: 3 clusters Score -4933322 nChanged 8826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79696 members 
Mstep: Class 2 contains 70624 members 
Entering Unmasked Estep 
Score: -4938677.000000 Penalty: 1084.767456
	Iteration 3F: 3 clusters Score -4938677 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 68541 members 
Entering Unmasked Estep 
Score: -4945547.500000 Penalty: 1084.767456
	Iteration 4F: 3 clusters Score -4945548 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83357 members 
Mstep: Class 2 contains 66963 members 
Entering Unmasked Estep 
Score: -4952661.500000 Penalty: 1084.767456
	Iteration 5F: 3 clusters Score -4952662 nChanged 8497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 66038 members 
Entering Unmasked Estep 
Score: -4957530.000000 Penalty: 1084.767456
	Iteration 6F: 3 clusters Score -4957530 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84968 members 
Mstep: Class 2 contains 65352 members 
Entering Unmasked Estep 
Score: -4959717.500000 Penalty: 1084.767456
	Iteration 7Q: 3 clusters Score -4959718 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85856 members 
Mstep: Class 2 contains 64464 members 
Entering Unmasked Estep 
Score: -4960616.000000 Penalty: 1084.767456
	Iteration 8Q: 3 clusters Score -4960616 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86842 members 
Mstep: Class 2 contains 63478 members 
Entering Unmasked Estep 
Score: -4960966.500000 Penalty: 1084.767456
	Iteration 9Q: 3 clusters Score -4960966 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87943 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -4961371.500000 Penalty: 1084.767456
	Iteration 10Q: 3 clusters Score -4961372 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89147 members 
Mstep: Class 2 contains 61173 members 
Entering Unmasked Estep 
Score: -4961730.500000 Penalty: 1084.767456
	Iteration 11Q: 3 clusters Score -4961730 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -4962065.000000 Penalty: 1084.767456
	Iteration 12Q: 3 clusters Score -4962065 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91973 members 
Mstep: Class 2 contains 58347 members 
Entering Unmasked Estep 
Score: -4962462.000000 Penalty: 1084.767456
	Iteration 13Q: 3 clusters Score -4962462 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93569 members 
Mstep: Class 2 contains 56751 members 
Entering Unmasked Estep 
Score: -4962918.500000 Penalty: 1084.767456
	Iteration 14Q: 3 clusters Score -4962918 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95180 members 
Mstep: Class 2 contains 55140 members 
Entering Unmasked Estep 
Score: -4963398.500000 Penalty: 1084.767456
	Iteration 15Q: 3 clusters Score -4963398 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96892 members 
Mstep: Class 2 contains 53428 members 
Entering Unmasked Estep 
Score: -4963892.500000 Penalty: 1084.767456
	Iteration 16Q: 3 clusters Score -4963892 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98730 members 
Mstep: Class 2 contains 51590 members 
Entering Unmasked Estep 
Score: -4964422.000000 Penalty: 1084.767456
	Iteration 17Q: 3 clusters Score -4964422 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100624 members 
Mstep: Class 2 contains 49696 members 
Entering Unmasked Estep 
Score: -4965034.000000 Penalty: 1084.767456
	Iteration 18Q: 3 clusters Score -4965034 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102621 members 
Mstep: Class 2 contains 47699 members 
Entering Unmasked Estep 
Score: -4965617.000000 Penalty: 1084.767456
	Iteration 19Q: 3 clusters Score -4965617 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104752 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -4966289.500000 Penalty: 1084.767456
	Iteration 20F: 3 clusters Score -4966290 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106960 members 
Mstep: Class 2 contains 43360 members 
Entering Unmasked Estep 
Score: -4967024.000000 Penalty: 1084.767456
	Iteration 21Q: 3 clusters Score -4967024 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109210 members 
Mstep: Class 2 contains 41110 members 
Entering Unmasked Estep 
Score: -4967733.000000 Penalty: 1084.767456
	Iteration 22Q: 3 clusters Score -4967733 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111484 members 
Mstep: Class 2 contains 38836 members 
Entering Unmasked Estep 
Score: -4968541.500000 Penalty: 1084.767456
	Iteration 23Q: 3 clusters Score -4968542 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113807 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -4969355.500000 Penalty: 1084.767456
	Iteration 24Q: 3 clusters Score -4969356 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116171 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -4970213.000000 Penalty: 1084.767456
	Iteration 25Q: 3 clusters Score -4970213 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118550 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -4971028.000000 Penalty: 1084.767456
	Iteration 26Q: 3 clusters Score -4971028 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120864 members 
Mstep: Class 2 contains 29456 members 
Entering Unmasked Estep 
Score: -4971892.500000 Penalty: 1084.767456
	Iteration 27Q: 3 clusters Score -4971892 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123118 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -4972746.500000 Penalty: 1084.767456
	Iteration 28Q: 3 clusters Score -4972746 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125298 members 
Mstep: Class 2 contains 25022 members 
Entering Unmasked Estep 
Score: -4973585.000000 Penalty: 1084.767456
	Iteration 29Q: 3 clusters Score -4973585 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127479 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -4974448.000000 Penalty: 1084.767456
	Iteration 30Q: 3 clusters Score -4974448 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129471 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -4975280.000000 Penalty: 1084.767456
	Iteration 31Q: 3 clusters Score -4975280 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131444 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -4976049.000000 Penalty: 1084.767456
	Iteration 32Q: 3 clusters Score -4976049 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133326 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -4976889.000000 Penalty: 1084.767456
	Iteration 33Q: 3 clusters Score -4976889 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135137 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -4977689.000000 Penalty: 1084.767456
	Iteration 34Q: 3 clusters Score -4977689 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136907 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -4978518.500000 Penalty: 1084.767456
	Iteration 35Q: 3 clusters Score -4978518 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138530 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -4979375.500000 Penalty: 1084.767456
	Iteration 36Q: 3 clusters Score -4979376 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140048 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -4980157.500000 Penalty: 1084.767456
	Iteration 37Q: 3 clusters Score -4980158 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141484 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -4980979.000000 Penalty: 1084.767456
	Iteration 38Q: 3 clusters Score -4980979 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142731 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -4981740.500000 Penalty: 1084.767456
	Iteration 39Q: 3 clusters Score -4981740 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143781 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -4982355.500000 Penalty: 1084.767456
	Iteration 40F: 3 clusters Score -4982356 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144684 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -4982854.000000 Penalty: 1084.767456
	Iteration 41Q: 3 clusters Score -4982854 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145432 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -4983307.500000 Penalty: 1084.767456
	Iteration 42Q: 3 clusters Score -4983308 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146091 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -4983691.500000 Penalty: 1084.767456
	Iteration 43Q: 3 clusters Score -4983692 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146630 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -4984001.000000 Penalty: 1084.767456
	Iteration 44Q: 3 clusters Score -4984001 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147113 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -4984272.500000 Penalty: 1084.767456
	Iteration 45Q: 3 clusters Score -4984272 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147500 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -4984511.000000 Penalty: 1084.767456
	Iteration 46Q: 3 clusters Score -4984511 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147831 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -4984695.000000 Penalty: 1084.767456
	Iteration 47Q: 3 clusters Score -4984695 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148111 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4984835.500000 Penalty: 1084.767456
	Iteration 48Q: 3 clusters Score -4984836 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148335 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -4984979.500000 Penalty: 1084.767456
	Iteration 49Q: 3 clusters Score -4984980 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148517 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4985094.000000 Penalty: 1084.767456
	Iteration 50Q: 3 clusters Score -4985094 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148657 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4985182.500000 Penalty: 1084.767456
	Iteration 51Q: 3 clusters Score -4985182 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148777 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4985235.500000 Penalty: 1084.767456
	Iteration 52Q: 3 clusters Score -4985236 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148882 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4985266.000000 Penalty: 1084.767456
	Iteration 53Q: 3 clusters Score -4985266 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148958 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -4985287.000000 Penalty: 1084.767456
	Iteration 54Q: 3 clusters Score -4985287 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149029 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4985309.500000 Penalty: 1084.767456
	Iteration 55Q: 3 clusters Score -4985310 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149096 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -4985338.000000 Penalty: 1084.767456
	Iteration 56Q: 3 clusters Score -4985338 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149158 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -4985350.500000 Penalty: 1084.767456
	Iteration 57Q: 3 clusters Score -4985350 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149218 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4985377.500000 Penalty: 1084.767456
	Iteration 58Q: 3 clusters Score -4985378 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149269 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4985386.000000 Penalty: 1084.767456
	Iteration 59Q: 3 clusters Score -4985386 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149314 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4985394.000000 Penalty: 1084.767456
	Iteration 60F: 3 clusters Score -4985394 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149361 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -4985403.500000 Penalty: 1084.767456
	Iteration 61Q: 3 clusters Score -4985404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149406 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -4985405.500000 Penalty: 1084.767456
	Iteration 62Q: 3 clusters Score -4985406 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149446 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4985421.500000 Penalty: 1084.767456
	Iteration 63Q: 3 clusters Score -4985422 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149472 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -4985424.500000 Penalty: 1084.767456
	Iteration 64Q: 3 clusters Score -4985424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149499 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4985425.000000 Penalty: 1084.767456
	Iteration 65Q: 3 clusters Score -4985425 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149519 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4985433.500000 Penalty: 1084.767456
	Iteration 66Q: 3 clusters Score -4985434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149533 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -4985438.000000 Penalty: 1084.767456
	Iteration 67Q: 3 clusters Score -4985438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149548 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4985446.500000 Penalty: 1084.767456
	Iteration 68Q: 3 clusters Score -4985446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149569 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -4985449.000000 Penalty: 1084.767456
	Iteration 69Q: 3 clusters Score -4985449 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149587 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -4985465.000000 Penalty: 1084.767456
	Iteration 70Q: 3 clusters Score -4985465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149615 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -4985483.000000 Penalty: 1084.767456
	Iteration 71Q: 3 clusters Score -4985483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149638 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -4985483.500000 Penalty: 1084.767456
	Iteration 72Q: 3 clusters Score -4985484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149658 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -4985487.000000 Penalty: 1084.767456
	Iteration 73Q: 3 clusters Score -4985487 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149675 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4985494.500000 Penalty: 1084.767456
	Iteration 74Q: 3 clusters Score -4985494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149689 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4985497.500000 Penalty: 1084.767456
	Iteration 75Q: 3 clusters Score -4985498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149705 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4985500.000000 Penalty: 1084.767456
	Iteration 76Q: 3 clusters Score -4985500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149719 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4985510.000000 Penalty: 1084.767456
	Iteration 77Q: 3 clusters Score -4985510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149727 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -4985514.500000 Penalty: 1084.767456
	Iteration 78Q: 3 clusters Score -4985514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149739 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -4985512.000000 Penalty: 1084.767456
	Iteration 79Q: 3 clusters Score -4985512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149752 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -4985515.500000 Penalty: 1084.767456
	Iteration 80F: 3 clusters Score -4985516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149767 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4985524.500000 Penalty: 1084.767456
	Iteration 81Q: 3 clusters Score -4985524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149780 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4985525.000000 Penalty: 1084.767456
	Iteration 82Q: 3 clusters Score -4985525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149792 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -4985527.000000 Penalty: 1084.767456
	Iteration 83Q: 3 clusters Score -4985527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149798 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4985526.000000 Penalty: 1084.767456
	Iteration 84Q: 3 clusters Score -4985526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149802 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4985524.000000 Penalty: 1084.767456
	Iteration 85Q: 3 clusters Score -4985524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149802 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -4985524.000000 Penalty: 1084.767456
	Iteration 86F: 3 clusters Score -4985524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Entering Unmasked Estep 
Score: -35281.382812 Penalty: 330.577057
	Iteration 0F: 2 clusters Score -35281.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -34219.472656 Penalty: 661.154114
	Iteration 0F: 3 clusters Score -34219.47 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -34941.644531 Penalty: 661.154114
	Iteration 1F: 3 clusters Score -34941.64 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -35268.996094 Penalty: 661.154114
	Iteration 2F: 3 clusters Score -35269 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -35516.015625 Penalty: 661.154114
	Iteration 3F: 3 clusters Score -35516.02 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -35655.914062 Penalty: 661.154114
	Iteration 4F: 3 clusters Score -35655.91 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -35701.074219 Penalty: 661.154114
	Iteration 5Q: 3 clusters Score -35701.07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -35714.761719 Penalty: 661.154114
	Iteration 6Q: 3 clusters Score -35714.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -35718.667969 Penalty: 661.154114
	Iteration 7Q: 3 clusters Score -35718.67 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -35720.171875 Penalty: 661.154114
	Iteration 8Q: 3 clusters Score -35720.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -35720.656250 Penalty: 661.154114
	Iteration 9Q: 3 clusters Score -35720.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -35720.820312 Penalty: 661.154114
	Iteration 10Q: 3 clusters Score -35720.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -35721.082031 Penalty: 661.154114
	Iteration 11Q: 3 clusters Score -35721.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -35721.265625 Penalty: 661.154114
	Iteration 12Q: 3 clusters Score -35721.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -35722.121094 Penalty: 661.154114
	Iteration 13Q: 3 clusters Score -35722.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -35722.429688 Penalty: 661.154114
	Iteration 14Q: 3 clusters Score -35722.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -35723.136719 Penalty: 661.154114
	Iteration 15Q: 3 clusters Score -35723.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -35723.757812 Penalty: 661.154114
	Iteration 16Q: 3 clusters Score -35723.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -35723.757812 Penalty: 661.154114
	Iteration 17F: 3 clusters Score -35723.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 754 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 6822 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 7860 members 
Mstep: Class 9 contains 150320 members 
Mstep: Class 10 contains 21789 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 37378 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 7252 members 
Mstep: Class 15 contains 19212 members 
Mstep: Class 16 contains 132047 members 
Mstep: Class 17 contains 5381 members 
Mstep: Class 18 contains 5769 members 
Mstep: Class 19 contains 3518 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 2992 members 
Mstep: Class 23 contains 36509 members 
Mstep: Class 24 contains 1076 members 
Entering Unmasked Estep 
Score: -15729116.000000 Penalty: 14378.957031
Splitting cluster 11 changes total score from -15728501.000000 to -15729116.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 12 (37378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37378 members 
Entering Unmasked Estep 
Score: -1191205.500000 Penalty: 479.062103
	Iteration 0F: 2 clusters Score -1191206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -1166094.000000 Penalty: 958.124207
	Iteration 0F: 3 clusters Score -1166094 nChanged 17979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 19268 members 
Entering Unmasked Estep 
Score: -1177595.375000 Penalty: 958.124207
	Iteration 1F: 3 clusters Score -1177595 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -1178907.125000 Penalty: 958.124207
	Iteration 2F: 3 clusters Score -1178907 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -1180707.375000 Penalty: 958.124207
	Iteration 3F: 3 clusters Score -1180707 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 20007 members 
Entering Unmasked Estep 
Score: -1182925.500000 Penalty: 958.124207
	Iteration 4F: 3 clusters Score -1182926 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -1184695.000000 Penalty: 958.124207
	Iteration 5F: 3 clusters Score -1184695 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -1185571.000000 Penalty: 958.124207
	Iteration 6F: 3 clusters Score -1185571 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -1185857.000000 Penalty: 958.124207
	Iteration 7Q: 3 clusters Score -1185857 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -1185982.375000 Penalty: 958.124207
	Iteration 8Q: 3 clusters Score -1185982 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -1186081.125000 Penalty: 958.124207
	Iteration 9Q: 3 clusters Score -1186081 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -1186174.500000 Penalty: 958.124207
	Iteration 10Q: 3 clusters Score -1186174 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -1186258.250000 Penalty: 958.124207
	Iteration 11Q: 3 clusters Score -1186258 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19150 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -1186334.500000 Penalty: 958.124207
	Iteration 12Q: 3 clusters Score -1186334 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19473 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -1186422.500000 Penalty: 958.124207
	Iteration 13Q: 3 clusters Score -1186422 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Mstep: Class 2 contains 17589 members 
Entering Unmasked Estep 
Score: -1186497.250000 Penalty: 958.124207
	Iteration 14Q: 3 clusters Score -1186497 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 17263 members 
Entering Unmasked Estep 
Score: -1186578.125000 Penalty: 958.124207
	Iteration 15Q: 3 clusters Score -1186578 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -1186661.625000 Penalty: 958.124207
	Iteration 16Q: 3 clusters Score -1186662 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20843 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -1186752.500000 Penalty: 958.124207
	Iteration 17Q: 3 clusters Score -1186752 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1186863.125000 Penalty: 958.124207
	Iteration 18Q: 3 clusters Score -1186863 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -1186995.500000 Penalty: 958.124207
	Iteration 19Q: 3 clusters Score -1186996 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1187120.875000 Penalty: 958.124207
	Iteration 20F: 3 clusters Score -1187121 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1187248.375000 Penalty: 958.124207
	Iteration 21Q: 3 clusters Score -1187248 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1187382.625000 Penalty: 958.124207
	Iteration 22Q: 3 clusters Score -1187383 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1187526.500000 Penalty: 958.124207
	Iteration 23Q: 3 clusters Score -1187526 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -1187668.125000 Penalty: 958.124207
	Iteration 24Q: 3 clusters Score -1187668 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -1187785.250000 Penalty: 958.124207
	Iteration 25Q: 3 clusters Score -1187785 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1187891.375000 Penalty: 958.124207
	Iteration 26Q: 3 clusters Score -1187891 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1187991.125000 Penalty: 958.124207
	Iteration 27Q: 3 clusters Score -1187991 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -1188099.375000 Penalty: 958.124207
	Iteration 28Q: 3 clusters Score -1188099 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -1188204.875000 Penalty: 958.124207
	Iteration 29Q: 3 clusters Score -1188205 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25794 members 
Mstep: Class 2 contains 11584 members 
Entering Unmasked Estep 
Score: -1188303.500000 Penalty: 958.124207
	Iteration 30Q: 3 clusters Score -1188304 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1188405.750000 Penalty: 958.124207
	Iteration 31Q: 3 clusters Score -1188406 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26208 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1188493.500000 Penalty: 958.124207
	Iteration 32Q: 3 clusters Score -1188494 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -1188581.000000 Penalty: 958.124207
	Iteration 33Q: 3 clusters Score -1188581 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1188650.875000 Penalty: 958.124207
	Iteration 34Q: 3 clusters Score -1188651 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -1188728.000000 Penalty: 958.124207
	Iteration 35Q: 3 clusters Score -1188728 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1188791.875000 Penalty: 958.124207
	Iteration 36Q: 3 clusters Score -1188792 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -1188869.000000 Penalty: 958.124207
	Iteration 37Q: 3 clusters Score -1188869 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26773 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -1188918.500000 Penalty: 958.124207
	Iteration 38Q: 3 clusters Score -1188918 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1188957.875000 Penalty: 958.124207
	Iteration 39Q: 3 clusters Score -1188958 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26806 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -1188987.000000 Penalty: 958.124207
	Iteration 40F: 3 clusters Score -1188987 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1189006.750000 Penalty: 958.124207
	Iteration 41Q: 3 clusters Score -1189007 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1189023.250000 Penalty: 958.124207
	Iteration 42Q: 3 clusters Score -1189023 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -1189039.000000 Penalty: 958.124207
	Iteration 43Q: 3 clusters Score -1189039 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1189051.625000 Penalty: 958.124207
	Iteration 44Q: 3 clusters Score -1189052 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1189063.000000 Penalty: 958.124207
	Iteration 45Q: 3 clusters Score -1189063 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1189073.750000 Penalty: 958.124207
	Iteration 46Q: 3 clusters Score -1189074 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1189079.250000 Penalty: 958.124207
	Iteration 47Q: 3 clusters Score -1189079 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -1189084.250000 Penalty: 958.124207
	Iteration 48Q: 3 clusters Score -1189084 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1189089.250000 Penalty: 958.124207
	Iteration 49Q: 3 clusters Score -1189089 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27189 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1189088.375000 Penalty: 958.124207
	Iteration 50Q: 3 clusters Score -1189088 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1189092.500000 Penalty: 958.124207
	Iteration 51Q: 3 clusters Score -1189092 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27304 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1189099.125000 Penalty: 958.124207
	Iteration 52Q: 3 clusters Score -1189099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27352 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1189103.000000 Penalty: 958.124207
	Iteration 53Q: 3 clusters Score -1189103 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1189106.500000 Penalty: 958.124207
	Iteration 54Q: 3 clusters Score -1189106 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -1189109.875000 Penalty: 958.124207
	Iteration 55Q: 3 clusters Score -1189110 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1189117.125000 Penalty: 958.124207
	Iteration 56Q: 3 clusters Score -1189117 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27588 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1189122.125000 Penalty: 958.124207
	Iteration 57Q: 3 clusters Score -1189122 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1189122.250000 Penalty: 958.124207
	Iteration 58Q: 3 clusters Score -1189122 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -1189127 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1189131.875000 Penalty: 958.124207
	Iteration 60F: 3 clusters Score -1189132 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1189137.375000 Penalty: 958.124207
	Iteration 61Q: 3 clusters Score -1189137 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -1189140.625000 Penalty: 958.124207
	Iteration 62Q: 3 clusters Score -1189141 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28011 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1189142 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28091 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1189146.250000 Penalty: 958.124207
	Iteration 64Q: 3 clusters Score -1189146 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -1189154.750000 Penalty: 958.124207
	Iteration 65Q: 3 clusters Score -1189155 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1189160.125000 Penalty: 958.124207
	Iteration 66Q: 3 clusters Score -1189160 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28297 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1189165.000000 Penalty: 958.124207
	Iteration 67Q: 3 clusters Score -1189165 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28371 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1189172.000000 Penalty: 958.124207
	Iteration 68Q: 3 clusters Score -1189172 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -1189177.750000 Penalty: 958.124207
	Iteration 69Q: 3 clusters Score -1189178 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1189182.375000 Penalty: 958.124207
	Iteration 70Q: 3 clusters Score -1189182 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1189186.750000 Penalty: 958.124207
	Iteration 71Q: 3 clusters Score -1189187 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28718 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1189194.875000 Penalty: 958.124207
	Iteration 72Q: 3 clusters Score -1189195 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1189204.750000 Penalty: 958.124207
	Iteration 73Q: 3 clusters Score -1189205 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1189206.500000 Penalty: 958.124207
	Iteration 74Q: 3 clusters Score -1189206 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1189212.625000 Penalty: 958.124207
	Iteration 75Q: 3 clusters Score -1189213 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -1189223.750000 Penalty: 958.124207
	Iteration 76Q: 3 clusters Score -1189224 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1189229.000000 Penalty: 958.124207
	Iteration 77Q: 3 clusters Score -1189229 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -1189240 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1189243.500000 Penalty: 958.124207
	Iteration 79Q: 3 clusters Score -1189244 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1189254.875000 Penalty: 958.124207
	Iteration 80F: 3 clusters Score -1189255 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -1189255 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1189262.750000 Penalty: 958.124207
	Iteration 82Q: 3 clusters Score -1189263 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1189272.375000 Penalty: 958.124207
	Iteration 83Q: 3 clusters Score -1189272 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29791 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -1189282 nChanged 94
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -1189285 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29997 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -1189299 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -1189309 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30236 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -1189318 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30342 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1189325 nChanged 122
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1189344 nChanged 135
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1189357.625000 Penalty: 958.124207
	Iteration 91Q: 3 clusters Score -1189358 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30740 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1189374.000000 Penalty: 958.124207
	Iteration 92Q: 3 clusters Score -1189374 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30879 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1189389.875000 Penalty: 958.124207
	Iteration 93Q: 3 clusters Score -1189390 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1189411.250000 Penalty: 958.124207
	Iteration 94Q: 3 clusters Score -1189411 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31213 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1189433.000000 Penalty: 958.124207
	Iteration 95Q: 3 clusters Score -1189433 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -1189468 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1189512.375000 Penalty: 958.124207
	Iteration 97Q: 3 clusters Score -1189512 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1189565.125000 Penalty: 958.124207
	Iteration 98Q: 3 clusters Score -1189565 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1189627.875000 Penalty: 958.124207
	Iteration 99Q: 3 clusters Score -1189628 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1189690.875000 Penalty: 958.124207
	Iteration 100F: 3 clusters Score -1189691 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1189762.625000 Penalty: 958.124207
	Iteration 101Q: 3 clusters Score -1189763 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1189841.250000 Penalty: 958.124207
	Iteration 102Q: 3 clusters Score -1189841 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33361 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1189927.625000 Penalty: 958.124207
	Iteration 103Q: 3 clusters Score -1189928 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33676 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1190029.625000 Penalty: 958.124207
	Iteration 104Q: 3 clusters Score -1190030 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1190125.250000 Penalty: 958.124207
	Iteration 105Q: 3 clusters Score -1190125 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1190207.875000 Penalty: 958.124207
	Iteration 106Q: 3 clusters Score -1190208 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1190307.125000 Penalty: 958.124207
	Iteration 107Q: 3 clusters Score -1190307 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1190398.000000 Penalty: 958.124207
	Iteration 108Q: 3 clusters Score -1190398 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1190483.500000 Penalty: 958.124207
	Iteration 109Q: 3 clusters Score -1190484 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1190581.750000 Penalty: 958.124207
	Iteration 110Q: 3 clusters Score -1190582 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1190655.125000 Penalty: 958.124207
	Iteration 111Q: 3 clusters Score -1190655 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1190718.375000 Penalty: 958.124207
	Iteration 112Q: 3 clusters Score -1190718 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -1190765 nChanged 138
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35945 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1190817.500000 Penalty: 958.124207
	Iteration 114Q: 3 clusters Score -1190818 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36061 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1190875.125000 Penalty: 958.124207
	Iteration 115Q: 3 clusters Score -1190875 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1190937.375000 Penalty: 958.124207
	Iteration 116Q: 3 clusters Score -1190937 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1190989.250000 Penalty: 958.124207
	Iteration 117Q: 3 clusters Score -1190989 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1191044.500000 Penalty: 958.124207
	Iteration 118Q: 3 clusters Score -1191044 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36379 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1191095.625000 Penalty: 958.124207
	Iteration 119Q: 3 clusters Score -1191096 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1191128.500000 Penalty: 958.124207
	Iteration 120F: 3 clusters Score -1191128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1191151.500000 Penalty: 958.124207
	Iteration 121Q: 3 clusters Score -1191152 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1191164.625000 Penalty: 958.124207
	Iteration 122Q: 3 clusters Score -1191165 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36439 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1191174.500000 Penalty: 958.124207
	Iteration 123Q: 3 clusters Score -1191174 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1191181.750000 Penalty: 958.124207
	Iteration 124Q: 3 clusters Score -1191182 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1191181.625000 Penalty: 958.124207
	Iteration 125Q: 3 clusters Score -1191182 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1191187.750000 Penalty: 958.124207
	Iteration 126Q: 3 clusters Score -1191188 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1191192.125000 Penalty: 958.124207
	Iteration 127Q: 3 clusters Score -1191192 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1191192.000000 Penalty: 958.124207
	Iteration 128Q: 3 clusters Score -1191192 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1191195.500000 Penalty: 958.124207
	Iteration 129Q: 3 clusters Score -1191196 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1191196.625000 Penalty: 958.124207
	Iteration 130Q: 3 clusters Score -1191197 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -1191197 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1191197.625000 Penalty: 958.124207
	Iteration 132Q: 3 clusters Score -1191198 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1191198.750000 Penalty: 958.124207
	Iteration 133Q: 3 clusters Score -1191199 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1191197.750000 Penalty: 958.124207
	Iteration 134Q: 3 clusters Score -1191198 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36448 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1191198.125000 Penalty: 958.124207
	Iteration 135Q: 3 clusters Score -1191198 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1191198.250000 Penalty: 958.124207
	Iteration 136Q: 3 clusters Score -1191198 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36449 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1191199.250000 Penalty: 958.124207
	Iteration 137Q: 3 clusters Score -1191199 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1191198.750000 Penalty: 958.124207
	Iteration 138Q: 3 clusters Score -1191199 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -1191199 nChanged 2
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Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1191198.750000 Penalty: 958.124207
	Iteration 140F: 3 clusters Score -1191199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18411 members 
Entering Unmasked Estep 
Score: -622447.000000 Penalty: 446.842010
	Iteration 0F: 2 clusters Score -622447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -610139.562500 Penalty: 893.684021
	Iteration 0F: 3 clusters Score -610139.6 nChanged 8747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -615329.687500 Penalty: 893.684021
	Iteration 1F: 3 clusters Score -615329.7 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -615728.7 nChanged 1095
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -616238.250000 Penalty: 893.684021
	Iteration 3F: 3 clusters Score -616238.2 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -616905.812500 Penalty: 893.684021
	Iteration 4F: 3 clusters Score -616905.8 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -617705.062500 Penalty: 893.684021
	Iteration 5F: 3 clusters Score -617705.1 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -618552.250000 Penalty: 893.684021
	Iteration 6F: 3 clusters Score -618552.2 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -619467.000000 Penalty: 893.684021
	Iteration 7F: 3 clusters Score -619467 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -620312.375000 Penalty: 893.684021
	Iteration 8F: 3 clusters Score -620312.4 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -621006.312500 Penalty: 893.684021
	Iteration 9Q: 3 clusters Score -621006.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -621420.875000 Penalty: 893.684021
	Iteration 10Q: 3 clusters Score -621420.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -621689.562500 Penalty: 893.684021
	Iteration 11Q: 3 clusters Score -621689.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -621856.312500 Penalty: 893.684021
	Iteration 12Q: 3 clusters Score -621856.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -621968.875000 Penalty: 893.684021
	Iteration 13Q: 3 clusters Score -621968.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -622004.625000 Penalty: 893.684021
	Iteration 14Q: 3 clusters Score -622004.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -622022.187500 Penalty: 893.684021
	Iteration 15Q: 3 clusters Score -622022.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -622032.562500 Penalty: 893.684021
	Iteration 16Q: 3 clusters Score -622032.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -622041.625000 Penalty: 893.684021
	Iteration 17Q: 3 clusters Score -622041.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -622048.687500 Penalty: 893.684021
	Iteration 18Q: 3 clusters Score -622048.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -622054.312500 Penalty: 893.684021
	Iteration 19Q: 3 clusters Score -622054.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -622059.062500 Penalty: 893.684021
	Iteration 20F: 3 clusters Score -622059.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -622068.625000 Penalty: 893.684021
	Iteration 21Q: 3 clusters Score -622068.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 18214 members 
Entering Unmasked Estep 
Score: -622076.250000 Penalty: 893.684021
	Iteration 22Q: 3 clusters Score -622076.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -622079.062500 Penalty: 893.684021
	Iteration 23Q: 3 clusters Score -622079.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -622081.062500 Penalty: 893.684021
	Iteration 24Q: 3 clusters Score -622081.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -622082.312500 Penalty: 893.684021
	Iteration 25Q: 3 clusters Score -622082.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -622085.875000 Penalty: 893.684021
	Iteration 26Q: 3 clusters Score -622085.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -622089.375000 Penalty: 893.684021
	Iteration 27Q: 3 clusters Score -622089.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -622089.375000 Penalty: 893.684021
	Iteration 28Q: 3 clusters Score -622089.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -622089.375000 Penalty: 893.684021
	Iteration 29F: 3 clusters Score -622089.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Entering Unmasked Estep 
Score: -211641.500000 Penalty: 404.450958
	Iteration 0F: 2 clusters Score -211641.5 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 3596 members 
Entering Unmasked Estep 
Score: -206838.312500 Penalty: 808.901917
	Iteration 0F: 3 clusters Score -206838.3 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -208882.515625 Penalty: 808.901917
	Iteration 1F: 3 clusters Score -208882.5 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -209189.671875 Penalty: 808.901917
	Iteration 2F: 3 clusters Score -209189.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -209486.640625 Penalty: 808.901917
	Iteration 3F: 3 clusters Score -209486.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -209762.484375 Penalty: 808.901917
	Iteration 4F: 3 clusters Score -209762.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -210043.671875 Penalty: 808.901917
	Iteration 5F: 3 clusters Score -210043.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -210268.625000 Penalty: 808.901917
	Iteration 6Q: 3 clusters Score -210268.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -210409.000000 Penalty: 808.901917
	Iteration 7Q: 3 clusters Score -210409 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -210482.812500 Penalty: 808.901917
	Iteration 8Q: 3 clusters Score -210482.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -210534.921875 Penalty: 808.901917
	Iteration 9Q: 3 clusters Score -210534.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -210575.265625 Penalty: 808.901917
	Iteration 10Q: 3 clusters Score -210575.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -210607.765625 Penalty: 808.901917
	Iteration 11Q: 3 clusters Score -210607.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -210637.171875 Penalty: 808.901917
	Iteration 12Q: 3 clusters Score -210637.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -210654.703125 Penalty: 808.901917
	Iteration 13Q: 3 clusters Score -210654.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -210674.609375 Penalty: 808.901917
	Iteration 14Q: 3 clusters Score -210674.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -210696.750000 Penalty: 808.901917
	Iteration 15Q: 3 clusters Score -210696.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -210709.453125 Penalty: 808.901917
	Iteration 16Q: 3 clusters Score -210709.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -210717.390625 Penalty: 808.901917
	Iteration 17Q: 3 clusters Score -210717.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -210727.015625 Penalty: 808.901917
	Iteration 18Q: 3 clusters Score -210727 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -210735.218750 Penalty: 808.901917
	Iteration 19Q: 3 clusters Score -210735.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -210742.578125 Penalty: 808.901917
	Iteration 20F: 3 clusters Score -210742.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -210750.546875 Penalty: 808.901917
	Iteration 21Q: 3 clusters Score -210750.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -210755.359375 Penalty: 808.901917
	Iteration 22Q: 3 clusters Score -210755.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -210758.859375 Penalty: 808.901917
	Iteration 23Q: 3 clusters Score -210758.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -210762.765625 Penalty: 808.901917
	Iteration 24Q: 3 clusters Score -210762.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -210767.484375 Penalty: 808.901917
	Iteration 25Q: 3 clusters Score -210767.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -210771.531250 Penalty: 808.901917
	Iteration 26Q: 3 clusters Score -210771.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -210774.578125 Penalty: 808.901917
	Iteration 27Q: 3 clusters Score -210774.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -210778.203125 Penalty: 808.901917
	Iteration 28Q: 3 clusters Score -210778.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -210783.578125 Penalty: 808.901917
	Iteration 29Q: 3 clusters Score -210783.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -210787.984375 Penalty: 808.901917
	Iteration 30Q: 3 clusters Score -210788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -210792.171875 Penalty: 808.901917
	Iteration 31Q: 3 clusters Score -210792.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -210797.875000 Penalty: 808.901917
	Iteration 32Q: 3 clusters Score -210797.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -210802.968750 Penalty: 808.901917
	Iteration 33Q: 3 clusters Score -210803 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -210809.125000 Penalty: 808.901917
	Iteration 34Q: 3 clusters Score -210809.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -210813.671875 Penalty: 808.901917
	Iteration 35Q: 3 clusters Score -210813.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -210823.296875 Penalty: 808.901917
	Iteration 36Q: 3 clusters Score -210823.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -210830.421875 Penalty: 808.901917
	Iteration 37Q: 3 clusters Score -210830.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -210837.375000 Penalty: 808.901917
	Iteration 38Q: 3 clusters Score -210837.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -210844.390625 Penalty: 808.901917
	Iteration 39Q: 3 clusters Score -210844.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -210851.734375 Penalty: 808.901917
	Iteration 40F: 3 clusters Score -210851.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -210856.343750 Penalty: 808.901917
	Iteration 41Q: 3 clusters Score -210856.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -210864.765625 Penalty: 808.901917
	Iteration 42Q: 3 clusters Score -210864.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -210874.406250 Penalty: 808.901917
	Iteration 43Q: 3 clusters Score -210874.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -210882.187500 Penalty: 808.901917
	Iteration 44Q: 3 clusters Score -210882.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -210891.718750 Penalty: 808.901917
	Iteration 45Q: 3 clusters Score -210891.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -210896.234375 Penalty: 808.901917
	Iteration 46Q: 3 clusters Score -210896.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -210902.000000 Penalty: 808.901917
	Iteration 47Q: 3 clusters Score -210902 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -210909.171875 Penalty: 808.901917
	Iteration 48Q: 3 clusters Score -210909.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -210917.953125 Penalty: 808.901917
	Iteration 49Q: 3 clusters Score -210918 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -210925.921875 Penalty: 808.901917
	Iteration 50Q: 3 clusters Score -210925.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -210935.390625 Penalty: 808.901917
	Iteration 51Q: 3 clusters Score -210935.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -210947.312500 Penalty: 808.901917
	Iteration 52Q: 3 clusters Score -210947.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -210958.109375 Penalty: 808.901917
	Iteration 53Q: 3 clusters Score -210958.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -210966.875000 Penalty: 808.901917
	Iteration 54Q: 3 clusters Score -210966.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -210976.078125 Penalty: 808.901917
	Iteration 55Q: 3 clusters Score -210976.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -210986.328125 Penalty: 808.901917
	Iteration 56Q: 3 clusters Score -210986.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -210996.781250 Penalty: 808.901917
	Iteration 57Q: 3 clusters Score -210996.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -211008.390625 Penalty: 808.901917
	Iteration 58Q: 3 clusters Score -211008.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -211020.156250 Penalty: 808.901917
	Iteration 59Q: 3 clusters Score -211020.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -211033.828125 Penalty: 808.901917
	Iteration 60F: 3 clusters Score -211033.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -211044.343750 Penalty: 808.901917
	Iteration 61Q: 3 clusters Score -211044.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -211055.656250 Penalty: 808.901917
	Iteration 62Q: 3 clusters Score -211055.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -211065.750000 Penalty: 808.901917
	Iteration 63Q: 3 clusters Score -211065.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -211079.515625 Penalty: 808.901917
	Iteration 64Q: 3 clusters Score -211079.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -211094.359375 Penalty: 808.901917
	Iteration 65Q: 3 clusters Score -211094.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -211109.234375 Penalty: 808.901917
	Iteration 66Q: 3 clusters Score -211109.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -211126.375000 Penalty: 808.901917
	Iteration 67Q: 3 clusters Score -211126.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -211145.187500 Penalty: 808.901917
	Iteration 68Q: 3 clusters Score -211145.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -211165.562500 Penalty: 808.901917
	Iteration 69Q: 3 clusters Score -211165.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -211202.562500 Penalty: 808.901917
	Iteration 70Q: 3 clusters Score -211202.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -211231.468750 Penalty: 808.901917
	Iteration 71Q: 3 clusters Score -211231.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -211260.843750 Penalty: 808.901917
	Iteration 72Q: 3 clusters Score -211260.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -211277.734375 Penalty: 808.901917
	Iteration 73Q: 3 clusters Score -211277.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -211287.906250 Penalty: 808.901917
	Iteration 74Q: 3 clusters Score -211287.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -211295.656250 Penalty: 808.901917
	Iteration 75Q: 3 clusters Score -211295.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -211299.218750 Penalty: 808.901917
	Iteration 76Q: 3 clusters Score -211299.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -211302.437500 Penalty: 808.901917
	Iteration 77Q: 3 clusters Score -211302.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -211305.484375 Penalty: 808.901917
	Iteration 78Q: 3 clusters Score -211305.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -211308.453125 Penalty: 808.901917
	Iteration 79Q: 3 clusters Score -211308.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -211310.875000 Penalty: 808.901917
	Iteration 80F: 3 clusters Score -211310.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -211312.718750 Penalty: 808.901917
	Iteration 81Q: 3 clusters Score -211312.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -211316.812500 Penalty: 808.901917
	Iteration 82Q: 3 clusters Score -211316.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -211320.500000 Penalty: 808.901917
	Iteration 83Q: 3 clusters Score -211320.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -211326.000000 Penalty: 808.901917
	Iteration 84Q: 3 clusters Score -211326 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -211331.921875 Penalty: 808.901917
	Iteration 85Q: 3 clusters Score -211331.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -211337.968750 Penalty: 808.901917
	Iteration 86Q: 3 clusters Score -211338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -211341.328125 Penalty: 808.901917
	Iteration 87Q: 3 clusters Score -211341.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -211347.187500 Penalty: 808.901917
	Iteration 88Q: 3 clusters Score -211347.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -211352.343750 Penalty: 808.901917
	Iteration 89Q: 3 clusters Score -211352.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -211355.500000 Penalty: 808.901917
	Iteration 90Q: 3 clusters Score -211355.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -211357.531250 Penalty: 808.901917
	Iteration 91Q: 3 clusters Score -211357.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -211357.968750 Penalty: 808.901917
	Iteration 92Q: 3 clusters Score -211358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -211358.421875 Penalty: 808.901917
	Iteration 93Q: 3 clusters Score -211358.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -211358.421875 Penalty: 808.901917
	Iteration 94F: 3 clusters Score -211358.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Entering Unmasked Estep 
Score: -629738.500000 Penalty: 448.779724
	Iteration 0F: 2 clusters Score -629738.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -616899.187500 Penalty: 897.559448
	Iteration 0F: 3 clusters Score -616899.2 nChanged 9189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -622306.312500 Penalty: 897.559448
	Iteration 1F: 3 clusters Score -622306.3 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -622674.500000 Penalty: 897.559448
	Iteration 2F: 3 clusters Score -622674.5 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -623070.625000 Penalty: 897.559448
	Iteration 3F: 3 clusters Score -623070.6 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -623485.687500 Penalty: 897.559448
	Iteration 4F: 3 clusters Score -623485.7 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -623889.375000 Penalty: 897.559448
	Iteration 5F: 3 clusters Score -623889.4 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -624363.750000 Penalty: 897.559448
	Iteration 6F: 3 clusters Score -624363.8 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -625007.437500 Penalty: 897.559448
	Iteration 7F: 3 clusters Score -625007.4 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -625789.812500 Penalty: 897.559448
	Iteration 8F: 3 clusters Score -625789.8 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -626755.437500 Penalty: 897.559448
	Iteration 9F: 3 clusters Score -626755.4 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -627763.062500 Penalty: 897.559448
	Iteration 10F: 3 clusters Score -627763.1 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -628558.312500 Penalty: 897.559448
	Iteration 11Q: 3 clusters Score -628558.3 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -628993.750000 Penalty: 897.559448
	Iteration 12Q: 3 clusters Score -628993.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -629216.375000 Penalty: 897.559448
	Iteration 13Q: 3 clusters Score -629216.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -629315.000000 Penalty: 897.559448
	Iteration 14Q: 3 clusters Score -629315 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -629342.687500 Penalty: 897.559448
	Iteration 15Q: 3 clusters Score -629342.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -629353.875000 Penalty: 897.559448
	Iteration 16Q: 3 clusters Score -629353.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -629361.375000 Penalty: 897.559448
	Iteration 17Q: 3 clusters Score -629361.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -629366.375000 Penalty: 897.559448
	Iteration 18Q: 3 clusters Score -629366.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -629367.000000 Penalty: 897.559448
	Iteration 19Q: 3 clusters Score -629367 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
Score: -629367.000000 Penalty: 897.559448
	Iteration 20F: 3 clusters Score -629367 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (132047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132047 members 
Entering Unmasked Estep 
Score: -4311011.500000 Penalty: 536.486572
	Iteration 0F: 2 clusters Score -4311012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65830 members 
Mstep: Class 2 contains 66217 members 
Entering Unmasked Estep 
Score: -4221891.500000 Penalty: 1072.973145
	Iteration 0F: 3 clusters Score -4221892 nChanged 64566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65942 members 
Mstep: Class 2 contains 66105 members 
Entering Unmasked Estep 
Score: -4261739.500000 Penalty: 1072.973145
	Iteration 1F: 3 clusters Score -4261740 nChanged 6504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66072 members 
Mstep: Class 2 contains 65975 members 
Entering Unmasked Estep 
Score: -4264240.000000 Penalty: 1072.973145
	Iteration 2Q: 3 clusters Score -4264240 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65949 members 
Mstep: Class 2 contains 66098 members 
Entering Unmasked Estep 
Score: -4267177.000000 Penalty: 1072.973145
	Iteration 3F: 3 clusters Score -4267177 nChanged 6944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65365 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -4270322.000000 Penalty: 1072.973145
	Iteration 4F: 3 clusters Score -4270322 nChanged 6902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64223 members 
Mstep: Class 2 contains 67824 members 
Entering Unmasked Estep 
Score: -4273454.500000 Penalty: 1072.973145
	Iteration 5F: 3 clusters Score -4273454 nChanged 6647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62694 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -4276359.500000 Penalty: 1072.973145
	Iteration 6F: 3 clusters Score -4276360 nChanged 5968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60826 members 
Mstep: Class 2 contains 71221 members 
Entering Unmasked Estep 
Score: -4278906.500000 Penalty: 1072.973145
	Iteration 7Q: 3 clusters Score -4278906 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 73329 members 
Entering Unmasked Estep 
Score: -4281068.500000 Penalty: 1072.973145
	Iteration 8Q: 3 clusters Score -4281068 nChanged 4927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -4282910.000000 Penalty: 1072.973145
	Iteration 9Q: 3 clusters Score -4282910 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54719 members 
Mstep: Class 2 contains 77328 members 
Entering Unmasked Estep 
Score: -4284537.500000 Penalty: 1072.973145
	Iteration 10Q: 3 clusters Score -4284538 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 79199 members 
Entering Unmasked Estep 
Score: -4286032.500000 Penalty: 1072.973145
	Iteration 11Q: 3 clusters Score -4286032 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51291 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -4287433.000000 Penalty: 1072.973145
	Iteration 12Q: 3 clusters Score -4287433 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50128 members 
Mstep: Class 2 contains 81919 members 
Entering Unmasked Estep 
Score: -4288644.000000 Penalty: 1072.973145
	Iteration 13Q: 3 clusters Score -4288644 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49321 members 
Mstep: Class 2 contains 82726 members 
Entering Unmasked Estep 
Score: -4289604.500000 Penalty: 1072.973145
	Iteration 14Q: 3 clusters Score -4289604 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48754 members 
Mstep: Class 2 contains 83293 members 
Entering Unmasked Estep 
Score: -4290249.000000 Penalty: 1072.973145
	Iteration 15Q: 3 clusters Score -4290249 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 83732 members 
Entering Unmasked Estep 
Score: -4290556.500000 Penalty: 1072.973145
	Iteration 16Q: 3 clusters Score -4290556 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 84117 members 
Entering Unmasked Estep 
Score: -4290776.500000 Penalty: 1072.973145
	Iteration 17Q: 3 clusters Score -4290776 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47534 members 
Mstep: Class 2 contains 84513 members 
Entering Unmasked Estep 
Score: -4290869.000000 Penalty: 1072.973145
	Iteration 18Q: 3 clusters Score -4290869 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47116 members 
Mstep: Class 2 contains 84931 members 
Entering Unmasked Estep 
Score: -4290990.500000 Penalty: 1072.973145
	Iteration 19Q: 3 clusters Score -4290990 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 85397 members 
Entering Unmasked Estep 
Score: -4291096.500000 Penalty: 1072.973145
	Iteration 20F: 3 clusters Score -4291096 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 85850 members 
Entering Unmasked Estep 
Score: -4291173.500000 Penalty: 1072.973145
	Iteration 21Q: 3 clusters Score -4291174 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -4291255.500000 Penalty: 1072.973145
	Iteration 22Q: 3 clusters Score -4291256 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45125 members 
Mstep: Class 2 contains 86922 members 
Entering Unmasked Estep 
Score: -4291329.500000 Penalty: 1072.973145
	Iteration 23Q: 3 clusters Score -4291330 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 87515 members 
Entering Unmasked Estep 
Score: -4291391.000000 Penalty: 1072.973145
	Iteration 24Q: 3 clusters Score -4291391 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43907 members 
Mstep: Class 2 contains 88140 members 
Entering Unmasked Estep 
Score: -4291476.500000 Penalty: 1072.973145
	Iteration 25Q: 3 clusters Score -4291476 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 88826 members 
Entering Unmasked Estep 
Score: -4291553.500000 Penalty: 1072.973145
	Iteration 26Q: 3 clusters Score -4291554 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42452 members 
Mstep: Class 2 contains 89595 members 
Entering Unmasked Estep 
Score: -4291677.000000 Penalty: 1072.973145
	Iteration 27Q: 3 clusters Score -4291677 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 90460 members 
Entering Unmasked Estep 
Score: -4291801.500000 Penalty: 1072.973145
	Iteration 28Q: 3 clusters Score -4291802 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40606 members 
Mstep: Class 2 contains 91441 members 
Entering Unmasked Estep 
Score: -4291939.500000 Penalty: 1072.973145
	Iteration 29Q: 3 clusters Score -4291940 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 92523 members 
Entering Unmasked Estep 
Score: -4292119.000000 Penalty: 1072.973145
	Iteration 30Q: 3 clusters Score -4292119 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38373 members 
Mstep: Class 2 contains 93674 members 
Entering Unmasked Estep 
Score: -4292309.500000 Penalty: 1072.973145
	Iteration 31Q: 3 clusters Score -4292310 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37123 members 
Mstep: Class 2 contains 94924 members 
Entering Unmasked Estep 
Score: -4292517.000000 Penalty: 1072.973145
	Iteration 32Q: 3 clusters Score -4292517 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 96278 members 
Entering Unmasked Estep 
Score: -4292748.000000 Penalty: 1072.973145
	Iteration 33Q: 3 clusters Score -4292748 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 97808 members 
Entering Unmasked Estep 
Score: -4293064.500000 Penalty: 1072.973145
	Iteration 34Q: 3 clusters Score -4293064 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 99451 members 
Entering Unmasked Estep 
Score: -4293436.000000 Penalty: 1072.973145
	Iteration 35Q: 3 clusters Score -4293436 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30882 members 
Mstep: Class 2 contains 101165 members 
Entering Unmasked Estep 
Score: -4293854.000000 Penalty: 1072.973145
	Iteration 36Q: 3 clusters Score -4293854 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 103046 members 
Entering Unmasked Estep 
Score: -4294350.500000 Penalty: 1072.973145
	Iteration 37Q: 3 clusters Score -4294350 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 105086 members 
Entering Unmasked Estep 
Score: -4294942.000000 Penalty: 1072.973145
	Iteration 38Q: 3 clusters Score -4294942 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24797 members 
Mstep: Class 2 contains 107250 members 
Entering Unmasked Estep 
Score: -4295705.500000 Penalty: 1072.973145
	Iteration 39Q: 3 clusters Score -4295706 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 109555 members 
Entering Unmasked Estep 
Score: -4296524.500000 Penalty: 1072.973145
	Iteration 40F: 3 clusters Score -4296524 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 112027 members 
Entering Unmasked Estep 
Score: -4297516.500000 Penalty: 1072.973145
	Iteration 41Q: 3 clusters Score -4297516 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 114690 members 
Entering Unmasked Estep 
Score: -4298784.000000 Penalty: 1072.973145
	Iteration 42Q: 3 clusters Score -4298784 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 117506 members 
Entering Unmasked Estep 
Score: -4300249.500000 Penalty: 1072.973145
	Iteration 43Q: 3 clusters Score -4300250 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 120419 members 
Entering Unmasked Estep 
Score: -4302006.500000 Penalty: 1072.973145
	Iteration 44Q: 3 clusters Score -4302006 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 123339 members 
Entering Unmasked Estep 
Score: -4304004.000000 Penalty: 1072.973145
	Iteration 45Q: 3 clusters Score -4304004 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 126063 members 
Entering Unmasked Estep 
Score: -4305976.500000 Penalty: 1072.973145
	Iteration 46Q: 3 clusters Score -4305976 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 128338 members 
Entering Unmasked Estep 
Score: -4307732.000000 Penalty: 1072.973145
	Iteration 47Q: 3 clusters Score -4307732 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 130026 members 
Entering Unmasked Estep 
Score: -4309016.500000 Penalty: 1072.973145
	Iteration 48Q: 3 clusters Score -4309016 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 131015 members 
Entering Unmasked Estep 
Score: -4309796.000000 Penalty: 1072.973145
	Iteration 49Q: 3 clusters Score -4309796 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 131531 members 
Entering Unmasked Estep 
Score: -4310201.500000 Penalty: 1072.973145
	Iteration 50Q: 3 clusters Score -4310202 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 131749 members 
Entering Unmasked Estep 
Score: -4310372.500000 Penalty: 1072.973145
	Iteration 51Q: 3 clusters Score -4310372 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 131849 members 
Entering Unmasked Estep 
Score: -4310446.500000 Penalty: 1072.973145
	Iteration 52Q: 3 clusters Score -4310446 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 131886 members 
Entering Unmasked Estep 
Score: -4310479.500000 Penalty: 1072.973145
	Iteration 53Q: 3 clusters Score -4310480 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 131914 members 
Entering Unmasked Estep 
Score: -4310509.000000 Penalty: 1072.973145
	Iteration 54Q: 3 clusters Score -4310509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 131930 members 
Entering Unmasked Estep 
Score: -4310528.000000 Penalty: 1072.973145
	Iteration 55Q: 3 clusters Score -4310528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 131935 members 
Entering Unmasked Estep 
Score: -4310540.000000 Penalty: 1072.973145
	Iteration 56Q: 3 clusters Score -4310540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 131938 members 
Entering Unmasked Estep 
Score: -4310547.500000 Penalty: 1072.973145
	Iteration 57Q: 3 clusters Score -4310548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 131944 members 
Entering Unmasked Estep 
Score: -4310556.500000 Penalty: 1072.973145
	Iteration 58Q: 3 clusters Score -4310556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 131947 members 
Entering Unmasked Estep 
Score: -4310570.500000 Penalty: 1072.973145
	Iteration 59Q: 3 clusters Score -4310570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 131945 members 
Entering Unmasked Estep 
Score: -4310569.500000 Penalty: 1072.973145
	Iteration 60F: 3 clusters Score -4310570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 131946 members 
Entering Unmasked Estep 
Score: -4310569.000000 Penalty: 1072.973145
	Iteration 61Q: 3 clusters Score -4310569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 131947 members 
Entering Unmasked Estep 
Score: -4310571.500000 Penalty: 1072.973145
	Iteration 62Q: 3 clusters Score -4310572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 131947 members 
Entering Unmasked Estep 
Score: -4310571.500000 Penalty: 1072.973145
	Iteration 63F: 3 clusters Score -4310572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Entering Unmasked Estep 
Score: -174457.906250 Penalty: 390.873657
	Iteration 0F: 2 clusters Score -174457.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -170801.281250 Penalty: 781.747314
	Iteration 0F: 3 clusters Score -170801.3 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -172113.265625 Penalty: 781.747314
	Iteration 1F: 3 clusters Score -172113.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -172352.046875 Penalty: 781.747314
	Iteration 2F: 3 clusters Score -172352 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -172756.812500 Penalty: 781.747314
	Iteration 3F: 3 clusters Score -172756.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -173219.078125 Penalty: 781.747314
	Iteration 4F: 3 clusters Score -173219.1 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -173661.234375 Penalty: 781.747314
	Iteration 5F: 3 clusters Score -173661.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -173949.156250 Penalty: 781.747314
	Iteration 6F: 3 clusters Score -173949.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -174118.421875 Penalty: 781.747314
	Iteration 7Q: 3 clusters Score -174118.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -174204.062500 Penalty: 781.747314
	Iteration 8Q: 3 clusters Score -174204.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -174258.156250 Penalty: 781.747314
	Iteration 9Q: 3 clusters Score -174258.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -174308.781250 Penalty: 781.747314
	Iteration 10Q: 3 clusters Score -174308.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -174345.828125 Penalty: 781.747314
	Iteration 11Q: 3 clusters Score -174345.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -174369.453125 Penalty: 781.747314
	Iteration 12Q: 3 clusters Score -174369.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -174392.468750 Penalty: 781.747314
	Iteration 13Q: 3 clusters Score -174392.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -174407.515625 Penalty: 781.747314
	Iteration 14Q: 3 clusters Score -174407.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -174416.234375 Penalty: 781.747314
	Iteration 15Q: 3 clusters Score -174416.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -174419.250000 Penalty: 781.747314
	Iteration 16Q: 3 clusters Score -174419.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -174421.328125 Penalty: 781.747314
	Iteration 17Q: 3 clusters Score -174421.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -174423.453125 Penalty: 781.747314
	Iteration 18Q: 3 clusters Score -174423.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -174424.203125 Penalty: 781.747314
	Iteration 19Q: 3 clusters Score -174424.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -174424.609375 Penalty: 781.747314
	Iteration 20F: 3 clusters Score -174424.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -174424.890625 Penalty: 781.747314
	Iteration 21Q: 3 clusters Score -174424.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -174425.296875 Penalty: 781.747314
	Iteration 22Q: 3 clusters Score -174425.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -174425.734375 Penalty: 781.747314
	Iteration 23Q: 3 clusters Score -174425.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -174425.500000 Penalty: 781.747314
	Iteration 24Q: 3 clusters Score -174425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -174426.750000 Penalty: 781.747314
	Iteration 25Q: 3 clusters Score -174426.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -174426.640625 Penalty: 781.747314
	Iteration 26Q: 3 clusters Score -174426.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -174426.687500 Penalty: 781.747314
	Iteration 27Q: 3 clusters Score -174426.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -174427.718750 Penalty: 781.747314
	Iteration 28Q: 3 clusters Score -174427.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -174428.312500 Penalty: 781.747314
	Iteration 29Q: 3 clusters Score -174428.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -174428.828125 Penalty: 781.747314
	Iteration 30Q: 3 clusters Score -174428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -174429.421875 Penalty: 781.747314
	Iteration 31Q: 3 clusters Score -174429.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -174429.203125 Penalty: 781.747314
	Iteration 32Q: 3 clusters Score -174429.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -174429.781250 Penalty: 781.747314
	Iteration 33Q: 3 clusters Score -174429.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -174430.000000 Penalty: 781.747314
	Iteration 34Q: 3 clusters Score -174430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -174430.156250 Penalty: 781.747314
	Iteration 35Q: 3 clusters Score -174430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -174430.078125 Penalty: 781.747314
	Iteration 36Q: 3 clusters Score -174430.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -174430.296875 Penalty: 781.747314
	Iteration 37Q: 3 clusters Score -174430.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -174430.531250 Penalty: 781.747314
	Iteration 38Q: 3 clusters Score -174430.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -174430.531250 Penalty: 781.747314
	Iteration 39F: 3 clusters Score -174430.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Entering Unmasked Estep 
Score: -169436.546875 Penalty: 394.041565
	Iteration 0F: 2 clusters Score -169436.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -165513.906250 Penalty: 788.083130
	Iteration 0F: 3 clusters Score -165513.9 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -167122.468750 Penalty: 788.083130
	Iteration 1F: 3 clusters Score -167122.5 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -167430.265625 Penalty: 788.083130
	Iteration 2F: 3 clusters Score -167430.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -167781.234375 Penalty: 788.083130
	Iteration 3F: 3 clusters Score -167781.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -168170.328125 Penalty: 788.083130
	Iteration 4F: 3 clusters Score -168170.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -168522.390625 Penalty: 788.083130
	Iteration 5F: 3 clusters Score -168522.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -168809.031250 Penalty: 788.083130
	Iteration 6F: 3 clusters Score -168809 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -168981.593750 Penalty: 788.083130
	Iteration 7Q: 3 clusters Score -168981.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -169077.390625 Penalty: 788.083130
	Iteration 8Q: 3 clusters Score -169077.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -169164.843750 Penalty: 788.083130
	Iteration 9Q: 3 clusters Score -169164.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -169213.093750 Penalty: 788.083130
	Iteration 10Q: 3 clusters Score -169213.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -169234.968750 Penalty: 788.083130
	Iteration 11Q: 3 clusters Score -169235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -169261.890625 Penalty: 788.083130
	Iteration 12Q: 3 clusters Score -169261.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -169270.718750 Penalty: 788.083130
	Iteration 13Q: 3 clusters Score -169270.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -169276.234375 Penalty: 788.083130
	Iteration 14Q: 3 clusters Score -169276.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -169279.828125 Penalty: 788.083130
	Iteration 15Q: 3 clusters Score -169279.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -169282.875000 Penalty: 788.083130
	Iteration 16Q: 3 clusters Score -169282.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -169285.406250 Penalty: 788.083130
	Iteration 17Q: 3 clusters Score -169285.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -169290.484375 Penalty: 788.083130
	Iteration 18Q: 3 clusters Score -169290.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -169294.359375 Penalty: 788.083130
	Iteration 19Q: 3 clusters Score -169294.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -169297.218750 Penalty: 788.083130
	Iteration 20F: 3 clusters Score -169297.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -169299.718750 Penalty: 788.083130
	Iteration 21Q: 3 clusters Score -169299.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -169301.000000 Penalty: 788.083130
	Iteration 22Q: 3 clusters Score -169301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -169301.000000 Penalty: 788.083130
	Iteration 23Q: 3 clusters Score -169301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -169301.828125 Penalty: 788.083130
	Iteration 24Q: 3 clusters Score -169301.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -169301.828125 Penalty: 788.083130
	Iteration 25F: 3 clusters Score -169301.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Entering Unmasked Estep 
Score: -119559.726562 Penalty: 371.536957
	Iteration 0F: 2 clusters Score -119559.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -117181.984375 Penalty: 743.073914
	Iteration 0F: 3 clusters Score -117182 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -118002.835938 Penalty: 743.073914
	Iteration 1F: 3 clusters Score -118002.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -118073.992188 Penalty: 743.073914
	Iteration 2Q: 3 clusters Score -118074 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -118157.960938 Penalty: 743.073914
	Iteration 3F: 3 clusters Score -118158 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -118241.468750 Penalty: 743.073914
	Iteration 4Q: 3 clusters Score -118241.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -118326.468750 Penalty: 743.073914
	Iteration 5Q: 3 clusters Score -118326.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -118440.609375 Penalty: 743.073914
	Iteration 6F: 3 clusters Score -118440.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -118604.023438 Penalty: 743.073914
	Iteration 7F: 3 clusters Score -118604 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -118778.046875 Penalty: 743.073914
	Iteration 8F: 3 clusters Score -118778 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -118957.156250 Penalty: 743.073914
	Iteration 9F: 3 clusters Score -118957.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -119073.296875 Penalty: 743.073914
	Iteration 10Q: 3 clusters Score -119073.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -119128.515625 Penalty: 743.073914
	Iteration 11Q: 3 clusters Score -119128.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -119163.585938 Penalty: 743.073914
	Iteration 12Q: 3 clusters Score -119163.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -119189.695312 Penalty: 743.073914
	Iteration 13Q: 3 clusters Score -119189.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -119203.921875 Penalty: 743.073914
	Iteration 14Q: 3 clusters Score -119203.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -119216.156250 Penalty: 743.073914
	Iteration 15Q: 3 clusters Score -119216.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -119221.984375 Penalty: 743.073914
	Iteration 16Q: 3 clusters Score -119222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -119224.187500 Penalty: 743.073914
	Iteration 17Q: 3 clusters Score -119224.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -119227.828125 Penalty: 743.073914
	Iteration 18Q: 3 clusters Score -119227.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -119231.070312 Penalty: 743.073914
	Iteration 19Q: 3 clusters Score -119231.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -119233.000000 Penalty: 743.073914
	Iteration 20F: 3 clusters Score -119233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Entering Unmasked Estep 
Score: -67693.601562 Penalty: 348.427856
	Iteration 0F: 2 clusters Score -67693.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -66164.765625 Penalty: 696.855713
	Iteration 0F: 3 clusters Score -66164.77 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -66734.664062 Penalty: 696.855713
	Iteration 1F: 3 clusters Score -66734.66 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -66850.609375 Penalty: 696.855713
	Iteration 2F: 3 clusters Score -66850.61 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -66964.929688 Penalty: 696.855713
	Iteration 3F: 3 clusters Score -66964.93 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -67075.484375 Penalty: 696.855713
	Iteration 4F: 3 clusters Score -67075.48 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -67169.531250 Penalty: 696.855713
	Iteration 5Q: 3 clusters Score -67169.53 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -67227.414062 Penalty: 696.855713
	Iteration 6Q: 3 clusters Score -67227.41 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -67251.921875 Penalty: 696.855713
	Iteration 7Q: 3 clusters Score -67251.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -67263.031250 Penalty: 696.855713
	Iteration 8Q: 3 clusters Score -67263.03 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -67268.734375 Penalty: 696.855713
	Iteration 9Q: 3 clusters Score -67268.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -67275.367188 Penalty: 696.855713
	Iteration 10Q: 3 clusters Score -67275.37 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -67283.781250 Penalty: 696.855713
	Iteration 11Q: 3 clusters Score -67283.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -67286.789062 Penalty: 696.855713
	Iteration 12Q: 3 clusters Score -67286.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -67290.726562 Penalty: 696.855713
	Iteration 13Q: 3 clusters Score -67290.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -67293.085938 Penalty: 696.855713
	Iteration 14Q: 3 clusters Score -67293.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -67293.460938 Penalty: 696.855713
	Iteration 15Q: 3 clusters Score -67293.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -67293.664062 Penalty: 696.855713
	Iteration 16Q: 3 clusters Score -67293.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -67293.765625 Penalty: 696.855713
	Iteration 17Q: 3 clusters Score -67293.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -67293.765625 Penalty: 696.855713
	Iteration 18F: 3 clusters Score -67293.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Entering Unmasked Estep 
Score: -208817.640625 Penalty: 403.133331
	Iteration 0F: 2 clusters Score -208817.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -204195.562500 Penalty: 806.266663
	Iteration 0F: 3 clusters Score -204195.6 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -206314.453125 Penalty: 806.266663
	Iteration 1F: 3 clusters Score -206314.5 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -206751.187500 Penalty: 806.266663
	Iteration 2F: 3 clusters Score -206751.2 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -207112.468750 Penalty: 806.266663
	Iteration 3F: 3 clusters Score -207112.5 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -207368.625000 Penalty: 806.266663
	Iteration 4F: 3 clusters Score -207368.6 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -207557.437500 Penalty: 806.266663
	Iteration 5Q: 3 clusters Score -207557.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -207687.140625 Penalty: 806.266663
	Iteration 6Q: 3 clusters Score -207687.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -207772.359375 Penalty: 806.266663
	Iteration 7Q: 3 clusters Score -207772.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -207848.140625 Penalty: 806.266663
	Iteration 8Q: 3 clusters Score -207848.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -207899.140625 Penalty: 806.266663
	Iteration 9Q: 3 clusters Score -207899.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -207937.593750 Penalty: 806.266663
	Iteration 10Q: 3 clusters Score -207937.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -207972.515625 Penalty: 806.266663
	Iteration 11Q: 3 clusters Score -207972.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -207997.703125 Penalty: 806.266663
	Iteration 12Q: 3 clusters Score -207997.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -208032.156250 Penalty: 806.266663
	Iteration 13Q: 3 clusters Score -208032.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -208069.906250 Penalty: 806.266663
	Iteration 14Q: 3 clusters Score -208069.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -208106.687500 Penalty: 806.266663
	Iteration 15Q: 3 clusters Score -208106.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -208139.718750 Penalty: 806.266663
	Iteration 16Q: 3 clusters Score -208139.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -208179.765625 Penalty: 806.266663
	Iteration 17Q: 3 clusters Score -208179.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -208212.093750 Penalty: 806.266663
	Iteration 18Q: 3 clusters Score -208212.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -208240.187500 Penalty: 806.266663
	Iteration 19Q: 3 clusters Score -208240.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -208264.859375 Penalty: 806.266663
	Iteration 20F: 3 clusters Score -208264.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -208279.406250 Penalty: 806.266663
	Iteration 21Q: 3 clusters Score -208279.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -208291.718750 Penalty: 806.266663
	Iteration 22Q: 3 clusters Score -208291.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -208299.578125 Penalty: 806.266663
	Iteration 23Q: 3 clusters Score -208299.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -208306.500000 Penalty: 806.266663
	Iteration 24Q: 3 clusters Score -208306.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -208313.421875 Penalty: 806.266663
	Iteration 25Q: 3 clusters Score -208313.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -208320.000000 Penalty: 806.266663
	Iteration 26Q: 3 clusters Score -208320 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -208327.234375 Penalty: 806.266663
	Iteration 27Q: 3 clusters Score -208327.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -208332.625000 Penalty: 806.266663
	Iteration 28Q: 3 clusters Score -208332.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -208337.703125 Penalty: 806.266663
	Iteration 29Q: 3 clusters Score -208337.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -208343.953125 Penalty: 806.266663
	Iteration 30Q: 3 clusters Score -208344 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -208346.156250 Penalty: 806.266663
	Iteration 31Q: 3 clusters Score -208346.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -208348.953125 Penalty: 806.266663
	Iteration 32Q: 3 clusters Score -208349 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -208352.984375 Penalty: 806.266663
	Iteration 33Q: 3 clusters Score -208353 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -208355.984375 Penalty: 806.266663
	Iteration 34Q: 3 clusters Score -208356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -208358.515625 Penalty: 806.266663
	Iteration 35Q: 3 clusters Score -208358.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -208358.921875 Penalty: 806.266663
	Iteration 36Q: 3 clusters Score -208358.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -208360.531250 Penalty: 806.266663
	Iteration 37Q: 3 clusters Score -208360.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -208361.140625 Penalty: 806.266663
	Iteration 38Q: 3 clusters Score -208361.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -208361.984375 Penalty: 806.266663
	Iteration 39Q: 3 clusters Score -208362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -208363.140625 Penalty: 806.266663
	Iteration 40F: 3 clusters Score -208363.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -208364.140625 Penalty: 806.266663
	Iteration 41Q: 3 clusters Score -208364.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -208364.671875 Penalty: 806.266663
	Iteration 42Q: 3 clusters Score -208364.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -208366.109375 Penalty: 806.266663
	Iteration 43Q: 3 clusters Score -208366.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -208366.937500 Penalty: 806.266663
	Iteration 44Q: 3 clusters Score -208366.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -208367.859375 Penalty: 806.266663
	Iteration 45Q: 3 clusters Score -208367.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -208368.375000 Penalty: 806.266663
	Iteration 46Q: 3 clusters Score -208368.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -208368.718750 Penalty: 806.266663
	Iteration 47Q: 3 clusters Score -208368.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -208369.468750 Penalty: 806.266663
	Iteration 48Q: 3 clusters Score -208369.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -208369.500000 Penalty: 806.266663
	Iteration 49Q: 3 clusters Score -208369.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -208369.406250 Penalty: 806.266663
	Iteration 50Q: 3 clusters Score -208369.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -208369.765625 Penalty: 806.266663
	Iteration 51Q: 3 clusters Score -208369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -208369.515625 Penalty: 806.266663
	Iteration 52Q: 3 clusters Score -208369.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -208369.515625 Penalty: 806.266663
	Iteration 53F: 3 clusters Score -208369.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Entering Unmasked Estep 
Score: -98867.093750 Penalty: 364.168243
	Iteration 0F: 2 clusters Score -98867.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -96756.515625 Penalty: 728.336487
	Iteration 0F: 3 clusters Score -96756.52 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -97515.171875 Penalty: 728.336487
	Iteration 1F: 3 clusters Score -97515.17 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -97634.984375 Penalty: 728.336487
	Iteration 2F: 3 clusters Score -97634.98 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -97721.617188 Penalty: 728.336487
	Iteration 3F: 3 clusters Score -97721.62 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -97786.109375 Penalty: 728.336487
	Iteration 4Q: 3 clusters Score -97786.11 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -97834.132812 Penalty: 728.336487
	Iteration 5Q: 3 clusters Score -97834.13 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -97868.695312 Penalty: 728.336487
	Iteration 6Q: 3 clusters Score -97868.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -97905.250000 Penalty: 728.336487
	Iteration 7Q: 3 clusters Score -97905.25 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -97932.234375 Penalty: 728.336487
	Iteration 8Q: 3 clusters Score -97932.23 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -97971.296875 Penalty: 728.336487
	Iteration 9Q: 3 clusters Score -97971.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -98013.812500 Penalty: 728.336487
	Iteration 10Q: 3 clusters Score -98013.81 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -98067.375000 Penalty: 728.336487
	Iteration 11Q: 3 clusters Score -98067.38 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -98166.843750 Penalty: 728.336487
	Iteration 12Q: 3 clusters Score -98166.84 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -98251.140625 Penalty: 728.336487
	Iteration 13Q: 3 clusters Score -98251.14 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -98334.320312 Penalty: 728.336487
	Iteration 14Q: 3 clusters Score -98334.32 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -98381.710938 Penalty: 728.336487
	Iteration 15Q: 3 clusters Score -98381.71 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -98410.648438 Penalty: 728.336487
	Iteration 16Q: 3 clusters Score -98410.65 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -98430.414062 Penalty: 728.336487
	Iteration 17Q: 3 clusters Score -98430.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -98446.687500 Penalty: 728.336487
	Iteration 18Q: 3 clusters Score -98446.69 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -98457.492188 Penalty: 728.336487
	Iteration 19Q: 3 clusters Score -98457.49 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -98472.421875 Penalty: 728.336487
	Iteration 20F: 3 clusters Score -98472.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -98478.453125 Penalty: 728.336487
	Iteration 21Q: 3 clusters Score -98478.45 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -98487.031250 Penalty: 728.336487
	Iteration 22Q: 3 clusters Score -98487.03 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -98492.156250 Penalty: 728.336487
	Iteration 23Q: 3 clusters Score -98492.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -98503.039062 Penalty: 728.336487
	Iteration 24Q: 3 clusters Score -98503.04 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -98513.289062 Penalty: 728.336487
	Iteration 25Q: 3 clusters Score -98513.29 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -98522.281250 Penalty: 728.336487
	Iteration 26Q: 3 clusters Score -98522.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -98527.617188 Penalty: 728.336487
	Iteration 27Q: 3 clusters Score -98527.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -98531.929688 Penalty: 728.336487
	Iteration 28Q: 3 clusters Score -98531.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -98534.859375 Penalty: 728.336487
	Iteration 29Q: 3 clusters Score -98534.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -98536.882812 Penalty: 728.336487
	Iteration 30Q: 3 clusters Score -98536.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -98538.492188 Penalty: 728.336487
	Iteration 31Q: 3 clusters Score -98538.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -98538.539062 Penalty: 728.336487
	Iteration 32Q: 3 clusters Score -98538.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -98539.070312 Penalty: 728.336487
	Iteration 33Q: 3 clusters Score -98539.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -98539.687500 Penalty: 728.336487
	Iteration 34Q: 3 clusters Score -98539.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -98539.812500 Penalty: 728.336487
	Iteration 35Q: 3 clusters Score -98539.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -98539.945312 Penalty: 728.336487
	Iteration 36Q: 3 clusters Score -98539.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -98539.945312 Penalty: 728.336487
	Iteration 37F: 3 clusters Score -98539.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Entering Unmasked Estep 
Score: -1140369.250000 Penalty: 477.991791
	Iteration 0F: 2 clusters Score -1140369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1115895.500000 Penalty: 955.983582
	Iteration 0F: 3 clusters Score -1115896 nChanged 17735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -1125919.750000 Penalty: 955.983582
	Iteration 1F: 3 clusters Score -1125920 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -1126457.625000 Penalty: 955.983582
	Iteration 2Q: 3 clusters Score -1126458 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -1127143.125000 Penalty: 955.983582
	Iteration 3Q: 3 clusters Score -1127143 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -1127985.500000 Penalty: 955.983582
	Iteration 4F: 3 clusters Score -1127986 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -1128885.375000 Penalty: 955.983582
	Iteration 5F: 3 clusters Score -1128885 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20011 members 
Mstep: Class 2 contains 16498 members 
Entering Unmasked Estep 
Score: -1129786.500000 Penalty: 955.983582
	Iteration 6F: 3 clusters Score -1129786 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20807 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1130683.875000 Penalty: 955.983582
	Iteration 7F: 3 clusters Score -1130684 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -1131600.375000 Penalty: 955.983582
	Iteration 8F: 3 clusters Score -1131600 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1132719.750000 Penalty: 955.983582
	Iteration 9Q: 3 clusters Score -1132720 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1134065.125000 Penalty: 955.983582
	Iteration 10Q: 3 clusters Score -1134065 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1135383.375000 Penalty: 955.983582
	Iteration 11Q: 3 clusters Score -1135383 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1136222.625000 Penalty: 955.983582
	Iteration 12Q: 3 clusters Score -1136223 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25923 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -1136591.625000 Penalty: 955.983582
	Iteration 13Q: 3 clusters Score -1136592 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1136830.625000 Penalty: 955.983582
	Iteration 14Q: 3 clusters Score -1136831 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1137033.250000 Penalty: 955.983582
	Iteration 15Q: 3 clusters Score -1137033 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1137231.875000 Penalty: 955.983582
	Iteration 16Q: 3 clusters Score -1137232 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1137403.125000 Penalty: 955.983582
	Iteration 17Q: 3 clusters Score -1137403 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1137575.125000 Penalty: 955.983582
	Iteration 18Q: 3 clusters Score -1137575 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1137750.875000 Penalty: 955.983582
	Iteration 19Q: 3 clusters Score -1137751 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1137936.375000 Penalty: 955.983582
	Iteration 20F: 3 clusters Score -1137936 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1138131.750000 Penalty: 955.983582
	Iteration 21Q: 3 clusters Score -1138132 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1138317.375000 Penalty: 955.983582
	Iteration 22Q: 3 clusters Score -1138317 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1138500.500000 Penalty: 955.983582
	Iteration 23Q: 3 clusters Score -1138500 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1138665.750000 Penalty: 955.983582
	Iteration 24Q: 3 clusters Score -1138666 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1138831.500000 Penalty: 955.983582
	Iteration 25Q: 3 clusters Score -1138832 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1138976.500000 Penalty: 955.983582
	Iteration 26Q: 3 clusters Score -1138976 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33130 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1139102.125000 Penalty: 955.983582
	Iteration 27Q: 3 clusters Score -1139102 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33430 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -1139193.625000 Penalty: 955.983582
	Iteration 28Q: 3 clusters Score -1139194 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33696 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1139284.375000 Penalty: 955.983582
	Iteration 29Q: 3 clusters Score -1139284 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1139356.875000 Penalty: 955.983582
	Iteration 30Q: 3 clusters Score -1139357 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34177 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1139419.750000 Penalty: 955.983582
	Iteration 31Q: 3 clusters Score -1139420 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1139479.625000 Penalty: 955.983582
	Iteration 32Q: 3 clusters Score -1139480 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1139538.500000 Penalty: 955.983582
	Iteration 33Q: 3 clusters Score -1139538 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1139600.125000 Penalty: 955.983582
	Iteration 34Q: 3 clusters Score -1139600 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1139645.000000 Penalty: 955.983582
	Iteration 35Q: 3 clusters Score -1139645 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1139675.875000 Penalty: 955.983582
	Iteration 36Q: 3 clusters Score -1139676 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1139704.250000 Penalty: 955.983582
	Iteration 37Q: 3 clusters Score -1139704 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1139736.500000 Penalty: 955.983582
	Iteration 38Q: 3 clusters Score -1139736 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1139775.375000 Penalty: 955.983582
	Iteration 39Q: 3 clusters Score -1139775 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1139819.875000 Penalty: 955.983582
	Iteration 40F: 3 clusters Score -1139820 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1139858.500000 Penalty: 955.983582
	Iteration 41Q: 3 clusters Score -1139858 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35559 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1139890.125000 Penalty: 955.983582
	Iteration 42Q: 3 clusters Score -1139890 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35624 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1139923.500000 Penalty: 955.983582
	Iteration 43Q: 3 clusters Score -1139924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1139955.500000 Penalty: 955.983582
	Iteration 44Q: 3 clusters Score -1139956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1139973.125000 Penalty: 955.983582
	Iteration 45Q: 3 clusters Score -1139973 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1139991.625000 Penalty: 955.983582
	Iteration 46Q: 3 clusters Score -1139992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35829 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1140011.250000 Penalty: 955.983582
	Iteration 47Q: 3 clusters Score -1140011 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1140024.125000 Penalty: 955.983582
	Iteration 48Q: 3 clusters Score -1140024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35875 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -1140032.375000 Penalty: 955.983582
	Iteration 49Q: 3 clusters Score -1140032 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35897 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1140037.000000 Penalty: 955.983582
	Iteration 50Q: 3 clusters Score -1140037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1140039.750000 Penalty: 955.983582
	Iteration 51Q: 3 clusters Score -1140040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35926 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1140043.250000 Penalty: 955.983582
	Iteration 52Q: 3 clusters Score -1140043 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1140044.750000 Penalty: 955.983582
	Iteration 53Q: 3 clusters Score -1140045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1140046.750000 Penalty: 955.983582
	Iteration 54Q: 3 clusters Score -1140047 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35960 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1140045.750000 Penalty: 955.983582
	Iteration 55Q: 3 clusters Score -1140046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35965 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1140049.500000 Penalty: 955.983582
	Iteration 56Q: 3 clusters Score -1140050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35975 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1140053.000000 Penalty: 955.983582
	Iteration 57Q: 3 clusters Score -1140053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1140055.000000 Penalty: 955.983582
	Iteration 58Q: 3 clusters Score -1140055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1140054.125000 Penalty: 955.983582
	Iteration 59Q: 3 clusters Score -1140054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35981 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1140055.000000 Penalty: 955.983582
	Iteration 60F: 3 clusters Score -1140055 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35982 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1140056.500000 Penalty: 955.983582
	Iteration 61Q: 3 clusters Score -1140056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35984 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1140057.250000 Penalty: 955.983582
	Iteration 62Q: 3 clusters Score -1140057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35985 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -1140058.125000 Penalty: 955.983582
	Iteration 63Q: 3 clusters Score -1140058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1140058.875000 Penalty: 955.983582
	Iteration 64Q: 3 clusters Score -1140059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1140059.625000 Penalty: 955.983582
	Iteration 65Q: 3 clusters Score -1140060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35990 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1140058.875000 Penalty: 955.983582
	Iteration 66Q: 3 clusters Score -1140059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35992 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -1140058.375000 Penalty: 955.983582
	Iteration 67Q: 3 clusters Score -1140058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1140059.250000 Penalty: 955.983582
	Iteration 68Q: 3 clusters Score -1140059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35997 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -1140060.625000 Penalty: 955.983582
	Iteration 69Q: 3 clusters Score -1140061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1140060.500000 Penalty: 955.983582
	Iteration 70Q: 3 clusters Score -1140060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1140060.500000 Penalty: 955.983582
	Iteration 71Q: 3 clusters Score -1140060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -1140061.875000 Penalty: 955.983582
	Iteration 72Q: 3 clusters Score -1140062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36010 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1140061.875000 Penalty: 955.983582
	Iteration 73Q: 3 clusters Score -1140062 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1140062.625000 Penalty: 955.983582
	Iteration 74Q: 3 clusters Score -1140063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36013 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1140063.875000 Penalty: 955.983582
	Iteration 75Q: 3 clusters Score -1140064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1140063.375000 Penalty: 955.983582
	Iteration 76Q: 3 clusters Score -1140063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36017 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -1140062.625000 Penalty: 955.983582
	Iteration 77Q: 3 clusters Score -1140063 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1140063.250000 Penalty: 955.983582
	Iteration 78Q: 3 clusters Score -1140063 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -1140066.125000 Penalty: 955.983582
	Iteration 79Q: 3 clusters Score -1140066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36021 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1140065.125000 Penalty: 955.983582
	Iteration 80F: 3 clusters Score -1140065 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36022 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1140066.375000 Penalty: 955.983582
	Iteration 81Q: 3 clusters Score -1140066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1140067.000000 Penalty: 955.983582
	Iteration 82Q: 3 clusters Score -1140067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1140067.000000 Penalty: 955.983582
	Iteration 83F: 3 clusters Score -1140067 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 45447 members 
Mstep: Class 2 contains 754 members 
Mstep: Class 3 contains 2467 members 
Mstep: Class 4 contains 6822 members 
Mstep: Class 5 contains 668 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 5340 members 
Mstep: Class 8 contains 7860 members 
Mstep: Class 9 contains 150320 members 
Mstep: Class 11 contains 354 members 
Mstep: Class 12 contains 37378 members 
Mstep: Class 13 contains 18411 members 
Mstep: Class 14 contains 7252 members 
Mstep: Class 15 contains 19212 members 
Mstep: Class 16 contains 132047 members 
Mstep: Class 17 contains 5381 members 
Mstep: Class 18 contains 5769 members 
Mstep: Class 19 contains 3518 members 
Mstep: Class 20 contains 2117 members 
Mstep: Class 21 contains 7045 members 
Mstep: Class 22 contains 2992 members 
Mstep: Class 23 contains 36509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729564.000000 Penalty: 14378.957031
Iteration 119Q: 25 clusters Score -1.572956e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 755 members 
Mstep: Class 3 contains 2466 members 
Mstep: Class 4 contains 6798 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 2616 members 
Mstep: Class 7 contains 5344 members 
Mstep: Class 8 contains 7863 members 
Mstep: Class 9 contains 150351 members 
Mstep: Class 10 contains 21500 members 
Mstep: Class 11 contains 343 members 
Mstep: Class 12 contains 37478 members 
Mstep: Class 13 contains 18422 members 
Mstep: Class 14 contains 7251 members 
Mstep: Class 15 contains 19211 members 
Mstep: Class 16 contains 132075 members 
Mstep: Class 17 contains 5453 members 
Mstep: Class 18 contains 5780 members 
Mstep: Class 19 contains 3549 members 
Mstep: Class 20 contains 2115 members 
Mstep: Class 21 contains 7036 members 
Mstep: Class 22 contains 2957 members 
Mstep: Class 23 contains 36537 members 
Mstep: Class 24 contains 1011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730009.000000 Penalty: 14378.957031
Iteration 120F: 25 clusters Score -1.573001e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 752 members 
Mstep: Class 3 contains 2468 members 
Mstep: Class 4 contains 6778 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 2636 members 
Mstep: Class 7 contains 5350 members 
Mstep: Class 8 contains 7817 members 
Mstep: Class 9 contains 150336 members 
Mstep: Class 10 contains 21887 members 
Mstep: Class 11 contains 324 members 
Mstep: Class 12 contains 37399 members 
Mstep: Class 13 contains 18432 members 
Mstep: Class 14 contains 7228 members 
Mstep: Class 15 contains 19168 members 
Mstep: Class 16 contains 131914 members 
Mstep: Class 17 contains 5509 members 
Mstep: Class 18 contains 5768 members 
Mstep: Class 19 contains 3493 members 
Mstep: Class 20 contains 2111 members 
Mstep: Class 21 contains 7038 members 
Mstep: Class 22 contains 2924 members 
Mstep: Class 23 contains 36497 members 
Mstep: Class 24 contains 1124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730378.000000 Penalty: 14378.957031
Iteration 121Q: 25 clusters Score -1.573038e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45438 members 
Mstep: Class 2 contains 750 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 6767 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 2666 members 
Mstep: Class 7 contains 5350 members 
Mstep: Class 8 contains 7784 members 
Mstep: Class 9 contains 150318 members 
Mstep: Class 10 contains 22077 members 
Mstep: Class 11 contains 310 members 
Mstep: Class 12 contains 37362 members 
Mstep: Class 13 contains 18444 members 
Mstep: Class 14 contains 7211 members 
Mstep: Class 15 contains 19149 members 
Mstep: Class 16 contains 131771 members 
Mstep: Class 17 contains 5574 members 
Mstep: Class 18 contains 5756 members 
Mstep: Class 19 contains 3465 members 
Mstep: Class 20 contains 2110 members 
Mstep: Class 21 contains 7049 members 
Mstep: Class 22 contains 2894 members 
Mstep: Class 23 contains 36482 members 
Mstep: Class 24 contains 1223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730482.000000 Penalty: 14378.957031
Iteration 122Q: 25 clusters Score -1.573048e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45419 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6766 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 5348 members 
Mstep: Class 8 contains 7762 members 
Mstep: Class 9 contains 150310 members 
Mstep: Class 10 contains 22234 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 37320 members 
Mstep: Class 13 contains 18445 members 
Mstep: Class 14 contains 7197 members 
Mstep: Class 15 contains 19145 members 
Mstep: Class 16 contains 131645 members 
Mstep: Class 17 contains 5624 members 
Mstep: Class 18 contains 5745 members 
Mstep: Class 19 contains 3453 members 
Mstep: Class 20 contains 2108 members 
Mstep: Class 21 contains 7056 members 
Mstep: Class 22 contains 2851 members 
Mstep: Class 23 contains 36466 members 
Mstep: Class 24 contains 1320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730541.000000 Penalty: 14378.957031
Iteration 123Q: 25 clusters Score -1.573054e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 751 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 6763 members 
Mstep: Class 5 contains 664 members 
Mstep: Class 6 contains 2689 members 
Mstep: Class 7 contains 5344 members 
Mstep: Class 8 contains 7744 members 
Mstep: Class 9 contains 150301 members 
Mstep: Class 10 contains 22359 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 37291 members 
Mstep: Class 13 contains 18446 members 
Mstep: Class 14 contains 7182 members 
Mstep: Class 15 contains 19146 members 
Mstep: Class 16 contains 131513 members 
Mstep: Class 17 contains 5667 members 
Mstep: Class 18 contains 5735 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 2107 members 
Mstep: Class 21 contains 7058 members 
Mstep: Class 22 contains 2823 members 
Mstep: Class 23 contains 36459 members 
Mstep: Class 24 contains 1417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730667.000000 Penalty: 14378.957031
Iteration 124Q: 25 clusters Score -1.573067e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45402 members 
Mstep: Class 2 contains 750 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6760 members 
Mstep: Class 5 contains 663 members 
Mstep: Class 6 contains 2702 members 
Mstep: Class 7 contains 5343 members 
Mstep: Class 8 contains 7718 members 
Mstep: Class 9 contains 150290 members 
Mstep: Class 10 contains 22462 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 37292 members 
Mstep: Class 13 contains 18450 members 
Mstep: Class 14 contains 7165 members 
Mstep: Class 15 contains 19159 members 
Mstep: Class 16 contains 131390 members 
Mstep: Class 17 contains 5698 members 
Mstep: Class 18 contains 5727 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 2104 members 
Mstep: Class 21 contains 7061 members 
Mstep: Class 22 contains 2802 members 
Mstep: Class 23 contains 36447 members 
Mstep: Class 24 contains 1491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730696.000000 Penalty: 14378.957031
Iteration 125Q: 25 clusters Score -1.57307e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 749 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 6762 members 
Mstep: Class 5 contains 665 members 
Mstep: Class 6 contains 2724 members 
Mstep: Class 7 contains 5337 members 
Mstep: Class 8 contains 7685 members 
Mstep: Class 9 contains 150285 members 
Mstep: Class 10 contains 22551 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 37307 members 
Mstep: Class 13 contains 18451 members 
Mstep: Class 14 contains 7144 members 
Mstep: Class 15 contains 19169 members 
Mstep: Class 16 contains 131294 members 
Mstep: Class 17 contains 5733 members 
Mstep: Class 18 contains 5722 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 7065 members 
Mstep: Class 22 contains 2772 members 
Mstep: Class 23 contains 36434 members 
Mstep: Class 24 contains 1543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730736.000000 Penalty: 14378.957031
Iteration 126Q: 25 clusters Score -1.573074e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45404 members 
Mstep: Class 2 contains 749 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 6766 members 
Mstep: Class 5 contains 667 members 
Mstep: Class 6 contains 2755 members 
Mstep: Class 7 contains 5335 members 
Mstep: Class 8 contains 7653 members 
Mstep: Class 9 contains 150286 members 
Mstep: Class 10 contains 22612 members 
Mstep: Class 11 contains 298 members 
Mstep: Class 12 contains 37321 members 
Mstep: Class 13 contains 18456 members 
Mstep: Class 14 contains 7123 members 
Mstep: Class 15 contains 19181 members 
Mstep: Class 16 contains 131202 members 
Mstep: Class 17 contains 5776 members 
Mstep: Class 18 contains 5716 members 
Mstep: Class 19 contains 3406 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 36421 members 
Mstep: Class 24 contains 1579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730816.000000 Penalty: 14378.957031
Iteration 127Q: 25 clusters Score -1.573082e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 747 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 6772 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 2798 members 
Mstep: Class 7 contains 5337 members 
Mstep: Class 8 contains 7628 members 
Mstep: Class 9 contains 150284 members 
Mstep: Class 10 contains 22657 members 
Mstep: Class 11 contains 298 members 
Mstep: Class 12 contains 37330 members 
Mstep: Class 13 contains 18455 members 
Mstep: Class 14 contains 7098 members 
Mstep: Class 15 contains 19208 members 
Mstep: Class 16 contains 131099 members 
Mstep: Class 17 contains 5816 members 
Mstep: Class 18 contains 5716 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 7067 members 
Mstep: Class 22 contains 2705 members 
Mstep: Class 23 contains 36406 members 
Mstep: Class 24 contains 1593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730902.000000 Penalty: 14378.957031
Iteration 128Q: 25 clusters Score -1.57309e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 746 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 6773 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 2842 members 
Mstep: Class 7 contains 5337 members 
Mstep: Class 8 contains 7605 members 
Mstep: Class 9 contains 150281 members 
Mstep: Class 10 contains 22717 members 
Mstep: Class 11 contains 297 members 
Mstep: Class 12 contains 37324 members 
Mstep: Class 13 contains 18457 members 
Mstep: Class 14 contains 7080 members 
Mstep: Class 15 contains 19244 members 
Mstep: Class 16 contains 130997 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 5714 members 
Mstep: Class 19 contains 3409 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 7069 members 
Mstep: Class 22 contains 2686 members 
Mstep: Class 23 contains 36400 members 
Mstep: Class 24 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15730978.000000 Penalty: 14378.957031
Iteration 129Q: 25 clusters Score -1.573098e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45412 members 
Mstep: Class 2 contains 742 members 
Mstep: Class 3 contains 2479 members 
Mstep: Class 4 contains 6772 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 2874 members 
Mstep: Class 7 contains 5333 members 
Mstep: Class 8 contains 7576 members 
Mstep: Class 9 contains 150277 members 
Mstep: Class 10 contains 22778 members 
Mstep: Class 11 contains 298 members 
Mstep: Class 12 contains 37319 members 
Mstep: Class 13 contains 18465 members 
Mstep: Class 14 contains 7066 members 
Mstep: Class 15 contains 19283 members 
Mstep: Class 16 contains 130913 members 
Mstep: Class 17 contains 5858 members 
Mstep: Class 18 contains 5711 members 
Mstep: Class 19 contains 3411 members 
Mstep: Class 20 contains 2102 members 
Mstep: Class 21 contains 7073 members 
Mstep: Class 22 contains 2665 members 
Mstep: Class 23 contains 36398 members 
Mstep: Class 24 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731041.000000 Penalty: 14378.957031
Iteration 130Q: 25 clusters Score -1.573104e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45414 members 
Mstep: Class 2 contains 738 members 
Mstep: Class 3 contains 2480 members 
Mstep: Class 4 contains 6771 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 2894 members 
Mstep: Class 7 contains 5325 members 
Mstep: Class 8 contains 7531 members 
Mstep: Class 9 contains 150272 members 
Mstep: Class 10 contains 22829 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 37339 members 
Mstep: Class 13 contains 18471 members 
Mstep: Class 14 contains 7051 members 
Mstep: Class 15 contains 19316 members 
Mstep: Class 16 contains 130832 members 
Mstep: Class 17 contains 5875 members 
Mstep: Class 18 contains 5706 members 
Mstep: Class 19 contains 3417 members 
Mstep: Class 20 contains 2101 members 
Mstep: Class 21 contains 7083 members 
Mstep: Class 22 contains 2649 members 
Mstep: Class 23 contains 36397 members 
Mstep: Class 24 contains 1626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731096.000000 Penalty: 14378.957031
Iteration 131Q: 25 clusters Score -1.57311e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45429 members 
Mstep: Class 2 contains 733 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 6770 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 2909 members 
Mstep: Class 7 contains 5318 members 
Mstep: Class 8 contains 7494 members 
Mstep: Class 9 contains 150267 members 
Mstep: Class 10 contains 22872 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 37349 members 
Mstep: Class 13 contains 18471 members 
Mstep: Class 14 contains 7034 members 
Mstep: Class 15 contains 19344 members 
Mstep: Class 16 contains 130762 members 
Mstep: Class 17 contains 5894 members 
Mstep: Class 18 contains 5705 members 
Mstep: Class 19 contains 3420 members 
Mstep: Class 20 contains 2100 members 
Mstep: Class 21 contains 7087 members 
Mstep: Class 22 contains 2642 members 
Mstep: Class 23 contains 36389 members 
Mstep: Class 24 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731157.000000 Penalty: 14378.957031
Iteration 132Q: 25 clusters Score -1.573116e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 731 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 6768 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 2924 members 
Mstep: Class 7 contains 5304 members 
Mstep: Class 8 contains 7458 members 
Mstep: Class 9 contains 150251 members 
Mstep: Class 10 contains 22911 members 
Mstep: Class 11 contains 299 members 
Mstep: Class 12 contains 37362 members 
Mstep: Class 13 contains 18473 members 
Mstep: Class 14 contains 7018 members 
Mstep: Class 15 contains 19384 members 
Mstep: Class 16 contains 130707 members 
Mstep: Class 17 contains 5917 members 
Mstep: Class 18 contains 5700 members 
Mstep: Class 19 contains 3412 members 
Mstep: Class 20 contains 2097 members 
Mstep: Class 21 contains 7089 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 36392 members 
Mstep: Class 24 contains 1660 members 
Entering Unmasked Estep 
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Iteration 133Q: 25 clusters Score -1.573121e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45456 members 
Mstep: Class 2 contains 729 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 6765 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 2938 members 
Mstep: Class 7 contains 5292 members 
Mstep: Class 8 contains 7413 members 
Mstep: Class 9 contains 150242 members 
Mstep: Class 10 contains 22927 members 
Mstep: Class 11 contains 300 members 
Mstep: Class 12 contains 37391 members 
Mstep: Class 13 contains 18479 members 
Mstep: Class 14 contains 7007 members 
Mstep: Class 15 contains 19419 members 
Mstep: Class 16 contains 130637 members 
Mstep: Class 17 contains 5952 members 
Mstep: Class 18 contains 5698 members 
Mstep: Class 19 contains 3413 members 
Mstep: Class 20 contains 2095 members 
Mstep: Class 21 contains 7089 members 
Mstep: Class 22 contains 2633 members 
Mstep: Class 23 contains 36393 members 
Mstep: Class 24 contains 1673 members 
Entering Unmasked Estep 
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Iteration 134Q: 25 clusters Score -1.573121e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 6763 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 2952 members 
Mstep: Class 7 contains 5284 members 
Mstep: Class 8 contains 7374 members 
Mstep: Class 9 contains 150235 members 
Mstep: Class 10 contains 22943 members 
Mstep: Class 11 contains 300 members 
Mstep: Class 12 contains 37415 members 
Mstep: Class 13 contains 18488 members 
Mstep: Class 14 contains 6998 members 
Mstep: Class 15 contains 19457 members 
Mstep: Class 16 contains 130560 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 5693 members 
Mstep: Class 19 contains 3414 members 
Mstep: Class 20 contains 2094 members 
Mstep: Class 21 contains 7088 members 
Mstep: Class 22 contains 2636 members 
Mstep: Class 23 contains 36389 members 
Mstep: Class 24 contains 1689 members 
Entering Unmasked Estep 
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Iteration 135Q: 25 clusters Score -1.573126e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6766 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 2956 members 
Mstep: Class 7 contains 5275 members 
Mstep: Class 8 contains 7328 members 
Mstep: Class 9 contains 150227 members 
Mstep: Class 10 contains 22957 members 
Mstep: Class 11 contains 301 members 
Mstep: Class 12 contains 37440 members 
Mstep: Class 13 contains 18499 members 
Mstep: Class 14 contains 6991 members 
Mstep: Class 15 contains 19496 members 
Mstep: Class 16 contains 130500 members 
Mstep: Class 17 contains 6014 members 
Mstep: Class 18 contains 5692 members 
Mstep: Class 19 contains 3405 members 
Mstep: Class 20 contains 2094 members 
Mstep: Class 21 contains 7084 members 
Mstep: Class 22 contains 2626 members 
Mstep: Class 23 contains 36390 members 
Mstep: Class 24 contains 1711 members 
Entering Unmasked Estep 
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Iteration 136Q: 25 clusters Score -1.573129e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45470 members 
Mstep: Class 2 contains 725 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6769 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 2964 members 
Mstep: Class 7 contains 5264 members 
Mstep: Class 8 contains 7285 members 
Mstep: Class 9 contains 150227 members 
Mstep: Class 10 contains 22977 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 37473 members 
Mstep: Class 13 contains 18504 members 
Mstep: Class 14 contains 6986 members 
Mstep: Class 15 contains 19523 members 
Mstep: Class 16 contains 130444 members 
Mstep: Class 17 contains 6041 members 
Mstep: Class 18 contains 5688 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 2092 members 
Mstep: Class 21 contains 7084 members 
Mstep: Class 22 contains 2604 members 
Mstep: Class 23 contains 36403 members 
Mstep: Class 24 contains 1718 members 
Entering Unmasked Estep 
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Iteration 137Q: 25 clusters Score -1.573131e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 723 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6770 members 
Mstep: Class 5 contains 670 members 
Mstep: Class 6 contains 2970 members 
Mstep: Class 7 contains 5251 members 
Mstep: Class 8 contains 7247 members 
Mstep: Class 9 contains 150227 members 
Mstep: Class 10 contains 22995 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 37506 members 
Mstep: Class 13 contains 18508 members 
Mstep: Class 14 contains 6980 members 
Mstep: Class 15 contains 19543 members 
Mstep: Class 16 contains 130395 members 
Mstep: Class 17 contains 6076 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 2093 members 
Mstep: Class 21 contains 7084 members 
Mstep: Class 22 contains 2584 members 
Mstep: Class 23 contains 36412 members 
Mstep: Class 24 contains 1728 members 
Entering Unmasked Estep 
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Iteration 138Q: 25 clusters Score -1.573134e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 720 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6770 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 2975 members 
Mstep: Class 7 contains 5242 members 
Mstep: Class 8 contains 7222 members 
Mstep: Class 9 contains 150221 members 
Mstep: Class 10 contains 23024 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 37510 members 
Mstep: Class 13 contains 18517 members 
Mstep: Class 14 contains 6968 members 
Mstep: Class 15 contains 19566 members 
Mstep: Class 16 contains 130352 members 
Mstep: Class 17 contains 6102 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3388 members 
Mstep: Class 20 contains 2092 members 
Mstep: Class 21 contains 7085 members 
Mstep: Class 22 contains 2564 members 
Mstep: Class 23 contains 36417 members 
Mstep: Class 24 contains 1738 members 
Entering Unmasked Estep 
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Iteration 139Q: 25 clusters Score -1.573134e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 716 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6769 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 2977 members 
Mstep: Class 7 contains 5239 members 
Mstep: Class 8 contains 7205 members 
Mstep: Class 9 contains 150214 members 
Mstep: Class 10 contains 23049 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 37530 members 
Mstep: Class 13 contains 18526 members 
Mstep: Class 14 contains 6963 members 
Mstep: Class 15 contains 19587 members 
Mstep: Class 16 contains 130301 members 
Mstep: Class 17 contains 6124 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3391 members 
Mstep: Class 20 contains 2093 members 
Mstep: Class 21 contains 7089 members 
Mstep: Class 22 contains 2530 members 
Mstep: Class 23 contains 36410 members 
Mstep: Class 24 contains 1757 members 
Entering Unmasked Estep 
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Iteration 140F: 25 clusters Score -1.573134e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45487 members 
Mstep: Class 2 contains 708 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 6770 members 
Mstep: Class 5 contains 671 members 
Mstep: Class 6 contains 2988 members 
Mstep: Class 7 contains 5230 members 
Mstep: Class 8 contains 7189 members 
Mstep: Class 9 contains 150210 members 
Mstep: Class 10 contains 23070 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 37543 members 
Mstep: Class 13 contains 18531 members 
Mstep: Class 14 contains 6960 members 
Mstep: Class 15 contains 19606 members 
Mstep: Class 16 contains 130266 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3390 members 
Mstep: Class 20 contains 2095 members 
Mstep: Class 21 contains 7088 members 
Mstep: Class 22 contains 2507 members 
Mstep: Class 23 contains 36401 members 
Mstep: Class 24 contains 1770 members 
Entering Unmasked Estep 
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Iteration 141Q: 25 clusters Score -1.573132e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45502 members 
Mstep: Class 2 contains 703 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 6769 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 2995 members 
Mstep: Class 7 contains 5225 members 
Mstep: Class 8 contains 7180 members 
Mstep: Class 9 contains 150210 members 
Mstep: Class 10 contains 23103 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 37572 members 
Mstep: Class 13 contains 18534 members 
Mstep: Class 14 contains 6957 members 
Mstep: Class 15 contains 19625 members 
Mstep: Class 16 contains 130216 members 
Mstep: Class 17 contains 6153 members 
Mstep: Class 18 contains 5684 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 2095 members 
Mstep: Class 21 contains 7091 members 
Mstep: Class 22 contains 2463 members 
Mstep: Class 23 contains 36381 members 
Mstep: Class 24 contains 1779 members 
Entering Unmasked Estep 
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Iteration 142Q: 25 clusters Score -1.573133e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45520 members 
Mstep: Class 2 contains 697 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 6769 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 3009 members 
Mstep: Class 7 contains 5218 members 
Mstep: Class 8 contains 7168 members 
Mstep: Class 9 contains 150213 members 
Mstep: Class 10 contains 23121 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 37609 members 
Mstep: Class 13 contains 18545 members 
Mstep: Class 14 contains 6949 members 
Mstep: Class 15 contains 19649 members 
Mstep: Class 16 contains 130164 members 
Mstep: Class 17 contains 6159 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3395 members 
Mstep: Class 20 contains 2095 members 
Mstep: Class 21 contains 7091 members 
Mstep: Class 22 contains 2414 members 
Mstep: Class 23 contains 36374 members 
Mstep: Class 24 contains 1788 members 
Entering Unmasked Estep 
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Iteration 143Q: 25 clusters Score -1.573138e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45537 members 
Mstep: Class 2 contains 695 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 6770 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 3020 members 
Mstep: Class 7 contains 5212 members 
Mstep: Class 8 contains 7143 members 
Mstep: Class 9 contains 150208 members 
Mstep: Class 10 contains 23134 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 37649 members 
Mstep: Class 13 contains 18551 members 
Mstep: Class 14 contains 6934 members 
Mstep: Class 15 contains 19677 members 
Mstep: Class 16 contains 130116 members 
Mstep: Class 17 contains 6169 members 
Mstep: Class 18 contains 5680 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 2095 members 
Mstep: Class 21 contains 7091 members 
Mstep: Class 22 contains 2388 members 
Mstep: Class 23 contains 36368 members 
Mstep: Class 24 contains 1797 members 
Entering Unmasked Estep 
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Iteration 144Q: 25 clusters Score -1.573143e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45552 members 
Mstep: Class 2 contains 689 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6769 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 3030 members 
Mstep: Class 7 contains 5201 members 
Mstep: Class 8 contains 7130 members 
Mstep: Class 9 contains 150206 members 
Mstep: Class 10 contains 23152 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 37681 members 
Mstep: Class 13 contains 18553 members 
Mstep: Class 14 contains 6924 members 
Mstep: Class 15 contains 19703 members 
Mstep: Class 16 contains 130088 members 
Mstep: Class 17 contains 6174 members 
Mstep: Class 18 contains 5673 members 
Mstep: Class 19 contains 3398 members 
Mstep: Class 20 contains 2094 members 
Mstep: Class 21 contains 7093 members 
Mstep: Class 22 contains 2358 members 
Mstep: Class 23 contains 36361 members 
Mstep: Class 24 contains 1804 members 
Entering Unmasked Estep 
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Iteration 145Q: 25 clusters Score -1.573149e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 685 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 6766 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 3040 members 
Mstep: Class 7 contains 5192 members 
Mstep: Class 8 contains 7118 members 
Mstep: Class 9 contains 150210 members 
Mstep: Class 10 contains 23162 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 37706 members 
Mstep: Class 13 contains 18558 members 
Mstep: Class 14 contains 6920 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 16 contains 130065 members 
Mstep: Class 17 contains 6173 members 
Mstep: Class 18 contains 5673 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 2093 members 
Mstep: Class 21 contains 7095 members 
Mstep: Class 22 contains 2330 members 
Mstep: Class 23 contains 36348 members 
Mstep: Class 24 contains 1813 members 
Entering Unmasked Estep 
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Iteration 146Q: 25 clusters Score -1.573145e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45577 members 
Mstep: Class 2 contains 680 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 6763 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 3051 members 
Mstep: Class 7 contains 5180 members 
Mstep: Class 8 contains 7100 members 
Mstep: Class 9 contains 150203 members 
Mstep: Class 10 contains 23186 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 37730 members 
Mstep: Class 13 contains 18562 members 
Mstep: Class 14 contains 6915 members 
Mstep: Class 15 contains 19744 members 
Mstep: Class 16 contains 130039 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 5674 members 
Mstep: Class 19 contains 3399 members 
Mstep: Class 20 contains 2092 members 
Mstep: Class 21 contains 7099 members 
Mstep: Class 22 contains 2307 members 
Mstep: Class 23 contains 36338 members 
Mstep: Class 24 contains 1819 members 
Entering Unmasked Estep 
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Iteration 147Q: 25 clusters Score -1.573145e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45586 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 6761 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 3068 members 
Mstep: Class 7 contains 5163 members 
Mstep: Class 8 contains 7084 members 
Mstep: Class 9 contains 150196 members 
Mstep: Class 10 contains 23193 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 37766 members 
Mstep: Class 13 contains 18563 members 
Mstep: Class 14 contains 6908 members 
Mstep: Class 15 contains 19770 members 
Mstep: Class 16 contains 130023 members 
Mstep: Class 17 contains 6179 members 
Mstep: Class 18 contains 5673 members 
Mstep: Class 19 contains 3403 members 
Mstep: Class 20 contains 2090 members 
Mstep: Class 21 contains 7096 members 
Mstep: Class 22 contains 2284 members 
Mstep: Class 23 contains 36331 members 
Mstep: Class 24 contains 1823 members 
Entering Unmasked Estep 
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Iteration 148Q: 25 clusters Score -1.573144e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45595 members 
Mstep: Class 2 contains 676 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 6759 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 3080 members 
Mstep: Class 7 contains 5147 members 
Mstep: Class 8 contains 7070 members 
Mstep: Class 9 contains 150180 members 
Mstep: Class 10 contains 23198 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 37796 members 
Mstep: Class 13 contains 18564 members 
Mstep: Class 14 contains 6893 members 
Mstep: Class 15 contains 19797 members 
Mstep: Class 16 contains 130009 members 
Mstep: Class 17 contains 6182 members 
Mstep: Class 18 contains 5669 members 
Mstep: Class 19 contains 3407 members 
Mstep: Class 20 contains 2090 members 
Mstep: Class 21 contains 7098 members 
Mstep: Class 22 contains 2266 members 
Mstep: Class 23 contains 36329 members 
Mstep: Class 24 contains 1829 members 
Entering Unmasked Estep 
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Iteration 149Q: 25 clusters Score -1.573146e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45602 members 
Mstep: Class 2 contains 674 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 6759 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 3093 members 
Mstep: Class 7 contains 5137 members 
Mstep: Class 8 contains 7050 members 
Mstep: Class 9 contains 150172 members 
Mstep: Class 10 contains 23198 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 37819 members 
Mstep: Class 13 contains 18567 members 
Mstep: Class 14 contains 6881 members 
Mstep: Class 15 contains 19813 members 
Mstep: Class 16 contains 129982 members 
Mstep: Class 17 contains 6185 members 
Mstep: Class 18 contains 5668 members 
Mstep: Class 19 contains 3416 members 
Mstep: Class 20 contains 2090 members 
Mstep: Class 21 contains 7097 members 
Mstep: Class 22 contains 2263 members 
Mstep: Class 23 contains 36328 members 
Mstep: Class 24 contains 1840 members 
Entering Unmasked Estep 
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Iteration 150Q: 25 clusters Score -1.573153e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45607 members 
Mstep: Class 2 contains 673 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 6760 members 
Mstep: Class 5 contains 672 members 
Mstep: Class 6 contains 3111 members 
Mstep: Class 7 contains 5128 members 
Mstep: Class 8 contains 7032 members 
Mstep: Class 9 contains 150164 members 
Mstep: Class 10 contains 23184 members 
Mstep: Class 11 contains 302 members 
Mstep: Class 12 contains 37845 members 
Mstep: Class 13 contains 18568 members 
Mstep: Class 14 contains 6855 members 
Mstep: Class 15 contains 19824 members 
Mstep: Class 16 contains 129960 members 
Mstep: Class 17 contains 6191 members 
Mstep: Class 18 contains 5667 members 
Mstep: Class 19 contains 3417 members 
Mstep: Class 20 contains 2090 members 
Mstep: Class 21 contains 7100 members 
Mstep: Class 22 contains 2273 members 
Mstep: Class 23 contains 36333 members 
Mstep: Class 24 contains 1854 members 
Entering Unmasked Estep 
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Iteration 151Q: 25 clusters Score -1.573154e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45613 members 
Mstep: Class 2 contains 672 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 6762 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3133 members 
Mstep: Class 7 contains 5107 members 
Mstep: Class 8 contains 7005 members 
Mstep: Class 9 contains 150149 members 
Mstep: Class 10 contains 23166 members 
Mstep: Class 11 contains 300 members 
Mstep: Class 12 contains 37885 members 
Mstep: Class 13 contains 18571 members 
Mstep: Class 14 contains 6836 members 
Mstep: Class 15 contains 19838 members 
Mstep: Class 16 contains 129938 members 
Mstep: Class 17 contains 6198 members 
Mstep: Class 18 contains 5666 members 
Mstep: Class 19 contains 3414 members 
Mstep: Class 20 contains 2089 members 
Mstep: Class 21 contains 7109 members 
Mstep: Class 22 contains 2280 members 
Mstep: Class 23 contains 36337 members 
Mstep: Class 24 contains 1869 members 
Entering Unmasked Estep 
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Iteration 152Q: 25 clusters Score -1.573157e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45627 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 6763 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3155 members 
Mstep: Class 7 contains 5083 members 
Mstep: Class 8 contains 6984 members 
Mstep: Class 9 contains 150136 members 
Mstep: Class 10 contains 23159 members 
Mstep: Class 11 contains 303 members 
Mstep: Class 12 contains 37933 members 
Mstep: Class 13 contains 18574 members 
Mstep: Class 14 contains 6823 members 
Mstep: Class 15 contains 19861 members 
Mstep: Class 16 contains 129903 members 
Mstep: Class 17 contains 6203 members 
Mstep: Class 18 contains 5663 members 
Mstep: Class 19 contains 3410 members 
Mstep: Class 20 contains 2088 members 
Mstep: Class 21 contains 7110 members 
Mstep: Class 22 contains 2279 members 
Mstep: Class 23 contains 36330 members 
Mstep: Class 24 contains 1881 members 
Entering Unmasked Estep 
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Iteration 153Q: 25 clusters Score -1.573157e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45642 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 6766 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3176 members 
Mstep: Class 7 contains 5057 members 
Mstep: Class 8 contains 6954 members 
Mstep: Class 9 contains 150126 members 
Mstep: Class 10 contains 23163 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 37966 members 
Mstep: Class 13 contains 18574 members 
Mstep: Class 14 contains 6803 members 
Mstep: Class 15 contains 19878 members 
Mstep: Class 16 contains 129869 members 
Mstep: Class 17 contains 6207 members 
Mstep: Class 18 contains 5662 members 
Mstep: Class 19 contains 3408 members 
Mstep: Class 20 contains 2087 members 
Mstep: Class 21 contains 7115 members 
Mstep: Class 22 contains 2304 members 
Mstep: Class 23 contains 36312 members 
Mstep: Class 24 contains 1898 members 
Entering Unmasked Estep 
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Iteration 154Q: 25 clusters Score -1.573161e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45656 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 6762 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3196 members 
Mstep: Class 7 contains 5024 members 
Mstep: Class 8 contains 6921 members 
Mstep: Class 9 contains 150122 members 
Mstep: Class 10 contains 23161 members 
Mstep: Class 11 contains 302 members 
Mstep: Class 12 contains 38005 members 
Mstep: Class 13 contains 18574 members 
Mstep: Class 14 contains 6780 members 
Mstep: Class 15 contains 19894 members 
Mstep: Class 16 contains 129848 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 5665 members 
Mstep: Class 19 contains 3414 members 
Mstep: Class 20 contains 2086 members 
Mstep: Class 21 contains 7117 members 
Mstep: Class 22 contains 2328 members 
Mstep: Class 23 contains 36298 members 
Mstep: Class 24 contains 1910 members 
Entering Unmasked Estep 
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Iteration 155Q: 25 clusters Score -1.573162e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45661 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 6756 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3214 members 
Mstep: Class 7 contains 4994 members 
Mstep: Class 8 contains 6889 members 
Mstep: Class 9 contains 150123 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 304 members 
Mstep: Class 12 contains 38045 members 
Mstep: Class 13 contains 18579 members 
Mstep: Class 14 contains 6759 members 
Mstep: Class 15 contains 19901 members 
Mstep: Class 16 contains 129833 members 
Mstep: Class 17 contains 6215 members 
Mstep: Class 18 contains 5668 members 
Mstep: Class 19 contains 3416 members 
Mstep: Class 20 contains 2085 members 
Mstep: Class 21 contains 7118 members 
Mstep: Class 22 contains 2350 members 
Mstep: Class 23 contains 36286 members 
Mstep: Class 24 contains 1921 members 
Entering Unmasked Estep 
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Iteration 156Q: 25 clusters Score -1.573161e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45669 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 6753 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3234 members 
Mstep: Class 7 contains 4959 members 
Mstep: Class 8 contains 6869 members 
Mstep: Class 9 contains 150117 members 
Mstep: Class 10 contains 23151 members 
Mstep: Class 11 contains 305 members 
Mstep: Class 12 contains 38072 members 
Mstep: Class 13 contains 18580 members 
Mstep: Class 14 contains 6735 members 
Mstep: Class 15 contains 19912 members 
Mstep: Class 16 contains 129833 members 
Mstep: Class 17 contains 6210 members 
Mstep: Class 18 contains 5670 members 
Mstep: Class 19 contains 3415 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7119 members 
Mstep: Class 22 contains 2377 members 
Mstep: Class 23 contains 36277 members 
Mstep: Class 24 contains 1931 members 
Entering Unmasked Estep 
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Iteration 157Q: 25 clusters Score -1.573165e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45666 members 
Mstep: Class 2 contains 669 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 6746 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3257 members 
Mstep: Class 7 contains 4926 members 
Mstep: Class 8 contains 6849 members 
Mstep: Class 9 contains 150096 members 
Mstep: Class 10 contains 23146 members 
Mstep: Class 11 contains 307 members 
Mstep: Class 12 contains 38094 members 
Mstep: Class 13 contains 18583 members 
Mstep: Class 14 contains 6722 members 
Mstep: Class 15 contains 19925 members 
Mstep: Class 16 contains 129818 members 
Mstep: Class 17 contains 6213 members 
Mstep: Class 18 contains 5674 members 
Mstep: Class 19 contains 3418 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7120 members 
Mstep: Class 22 contains 2415 members 
Mstep: Class 23 contains 36271 members 
Mstep: Class 24 contains 1942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731696.000000 Penalty: 14378.957031
Iteration 158Q: 25 clusters Score -1.57317e+07 nChanged 316
Entering ConstructFrom: 
Score: -15731696.000000 Penalty: 14378.957031
Entering ConstructFrom: 
Trying to split cluster 1 (45670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45670 members 
Entering Unmasked Estep 
Score: -1447271.250000 Penalty: 488.178436
	Iteration 0F: 2 clusters Score -1447271 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 22802 members 
Entering Unmasked Estep 
Score: -1416763.500000 Penalty: 976.356873
	Iteration 0F: 3 clusters Score -1416764 nChanged 22018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24058 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -1430467.500000 Penalty: 976.356873
	Iteration 1F: 3 clusters Score -1430468 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25022 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -1431804.625000 Penalty: 976.356873
	Iteration 2F: 3 clusters Score -1431805 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26060 members 
Mstep: Class 2 contains 19610 members 
Entering Unmasked Estep 
Score: -1433427.250000 Penalty: 976.356873
	Iteration 3F: 3 clusters Score -1433427 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -1435263.500000 Penalty: 976.356873
	Iteration 4F: 3 clusters Score -1435264 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -1437117.750000 Penalty: 976.356873
	Iteration 5F: 3 clusters Score -1437118 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -1438934.500000 Penalty: 976.356873
	Iteration 6F: 3 clusters Score -1438934 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -1440500.375000 Penalty: 976.356873
	Iteration 7F: 3 clusters Score -1440500 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -1441850.875000 Penalty: 976.356873
	Iteration 8Q: 3 clusters Score -1441851 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -1442846.250000 Penalty: 976.356873
	Iteration 9Q: 3 clusters Score -1442846 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -1443449.000000 Penalty: 976.356873
	Iteration 10Q: 3 clusters Score -1443449 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -1443815.000000 Penalty: 976.356873
	Iteration 11Q: 3 clusters Score -1443815 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -1444004.000000 Penalty: 976.356873
	Iteration 12Q: 3 clusters Score -1444004 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25388 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -1444160.875000 Penalty: 976.356873
	Iteration 13Q: 3 clusters Score -1444161 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -1444302.000000 Penalty: 976.356873
	Iteration 14Q: 3 clusters Score -1444302 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -1444420.375000 Penalty: 976.356873
	Iteration 15Q: 3 clusters Score -1444420 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -1444521.500000 Penalty: 976.356873
	Iteration 16Q: 3 clusters Score -1444522 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -1444629.625000 Penalty: 976.356873
	Iteration 17Q: 3 clusters Score -1444630 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -1444738.750000 Penalty: 976.356873
	Iteration 18Q: 3 clusters Score -1444739 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -1444820.875000 Penalty: 976.356873
	Iteration 19Q: 3 clusters Score -1444821 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 20442 members 
Entering Unmasked Estep 
Score: -1444910.375000 Penalty: 976.356873
	Iteration 20F: 3 clusters Score -1444910 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25339 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -1444983.500000 Penalty: 976.356873
	Iteration 21Q: 3 clusters Score -1444984 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25464 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -1445048.875000 Penalty: 976.356873
	Iteration 22Q: 3 clusters Score -1445049 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -1445106.375000 Penalty: 976.356873
	Iteration 23Q: 3 clusters Score -1445106 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -1445164.500000 Penalty: 976.356873
	Iteration 24Q: 3 clusters Score -1445164 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -1445214.625000 Penalty: 976.356873
	Iteration 25Q: 3 clusters Score -1445215 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26193 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -1445257.875000 Penalty: 976.356873
	Iteration 26Q: 3 clusters Score -1445258 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -1445289.875000 Penalty: 976.356873
	Iteration 27Q: 3 clusters Score -1445290 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -1445311.875000 Penalty: 976.356873
	Iteration 28Q: 3 clusters Score -1445312 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -1445336.250000 Penalty: 976.356873
	Iteration 29Q: 3 clusters Score -1445336 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -1445366.250000 Penalty: 976.356873
	Iteration 30Q: 3 clusters Score -1445366 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -1445390.250000 Penalty: 976.356873
	Iteration 31Q: 3 clusters Score -1445390 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27333 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -1445418.125000 Penalty: 976.356873
	Iteration 32Q: 3 clusters Score -1445418 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -1445437.750000 Penalty: 976.356873
	Iteration 33Q: 3 clusters Score -1445438 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27664 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -1445443.000000 Penalty: 976.356873
	Iteration 34Q: 3 clusters Score -1445443 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -1445460.625000 Penalty: 976.356873
	Iteration 35Q: 3 clusters Score -1445461 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -1445465.875000 Penalty: 976.356873
	Iteration 36Q: 3 clusters Score -1445466 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -1445470.375000 Penalty: 976.356873
	Iteration 37Q: 3 clusters Score -1445470 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -1445480.250000 Penalty: 976.356873
	Iteration 38Q: 3 clusters Score -1445480 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -1445484.625000 Penalty: 976.356873
	Iteration 39Q: 3 clusters Score -1445485 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 17354 members 
Entering Unmasked Estep 
Score: -1445485.375000 Penalty: 976.356873
	Iteration 40F: 3 clusters Score -1445485 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28415 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -1445491.875000 Penalty: 976.356873
	Iteration 41Q: 3 clusters Score -1445492 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -1445499.250000 Penalty: 976.356873
	Iteration 42Q: 3 clusters Score -1445499 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -1445506.250000 Penalty: 976.356873
	Iteration 43Q: 3 clusters Score -1445506 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -1445508.250000 Penalty: 976.356873
	Iteration 44Q: 3 clusters Score -1445508 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -1445513.000000 Penalty: 976.356873
	Iteration 45Q: 3 clusters Score -1445513 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -1445518.500000 Penalty: 976.356873
	Iteration 46Q: 3 clusters Score -1445518 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -1445528.125000 Penalty: 976.356873
	Iteration 47Q: 3 clusters Score -1445528 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1445532.000000 Penalty: 976.356873
	Iteration 48Q: 3 clusters Score -1445532 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1445535.875000 Penalty: 976.356873
	Iteration 49Q: 3 clusters Score -1445536 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1445538.625000 Penalty: 976.356873
	Iteration 50Q: 3 clusters Score -1445539 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -1445541.500000 Penalty: 976.356873
	Iteration 51Q: 3 clusters Score -1445542 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1445549.375000 Penalty: 976.356873
	Iteration 52Q: 3 clusters Score -1445549 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -1445550.125000 Penalty: 976.356873
	Iteration 53Q: 3 clusters Score -1445550 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29504 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -1445549.000000 Penalty: 976.356873
	Iteration 54Q: 3 clusters Score -1445549 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29572 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -1445555.625000 Penalty: 976.356873
	Iteration 55Q: 3 clusters Score -1445556 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -1445559.250000 Penalty: 976.356873
	Iteration 56Q: 3 clusters Score -1445559 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -1445561.875000 Penalty: 976.356873
	Iteration 57Q: 3 clusters Score -1445562 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -1445563.000000 Penalty: 976.356873
	Iteration 58Q: 3 clusters Score -1445563 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29828 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -1445566.125000 Penalty: 976.356873
	Iteration 59Q: 3 clusters Score -1445566 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29888 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -1445573.750000 Penalty: 976.356873
	Iteration 60F: 3 clusters Score -1445574 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29952 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -1445578.125000 Penalty: 976.356873
	Iteration 61Q: 3 clusters Score -1445578 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1445579.750000 Penalty: 976.356873
	Iteration 62Q: 3 clusters Score -1445580 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -1445584.000000 Penalty: 976.356873
	Iteration 63Q: 3 clusters Score -1445584 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -1445587.250000 Penalty: 976.356873
	Iteration 64Q: 3 clusters Score -1445587 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -1445592.750000 Penalty: 976.356873
	Iteration 65Q: 3 clusters Score -1445593 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1445591.875000 Penalty: 976.356873
	Iteration 66Q: 3 clusters Score -1445592 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1445593.750000 Penalty: 976.356873
	Iteration 67Q: 3 clusters Score -1445594 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -1445596.625000 Penalty: 976.356873
	Iteration 68Q: 3 clusters Score -1445597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -1445600.875000 Penalty: 976.356873
	Iteration 69Q: 3 clusters Score -1445601 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30452 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -1445601.375000 Penalty: 976.356873
	Iteration 70Q: 3 clusters Score -1445601 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -1445597.500000 Penalty: 976.356873
	Iteration 71Q: 3 clusters Score -1445598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1445598.500000 Penalty: 976.356873
	Iteration 72Q: 3 clusters Score -1445598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30543 members 
Mstep: Class 2 contains 15127 members 
Entering Unmasked Estep 
Score: -1445602.250000 Penalty: 976.356873
	Iteration 73Q: 3 clusters Score -1445602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30570 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -1445603.750000 Penalty: 976.356873
	Iteration 74Q: 3 clusters Score -1445604 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1445606.250000 Penalty: 976.356873
	Iteration 75Q: 3 clusters Score -1445606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1445605.750000 Penalty: 976.356873
	Iteration 76Q: 3 clusters Score -1445606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -1445603.875000 Penalty: 976.356873
	Iteration 77Q: 3 clusters Score -1445604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30654 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -1445605.500000 Penalty: 976.356873
	Iteration 78Q: 3 clusters Score -1445606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -1445605.375000 Penalty: 976.356873
	Iteration 79Q: 3 clusters Score -1445605 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30691 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -1445604.000000 Penalty: 976.356873
	Iteration 80F: 3 clusters Score -1445604 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -1445604.125000 Penalty: 976.356873
	Iteration 81Q: 3 clusters Score -1445604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1445605.875000 Penalty: 976.356873
	Iteration 82Q: 3 clusters Score -1445606 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -1445606.750000 Penalty: 976.356873
	Iteration 83Q: 3 clusters Score -1445607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -1445611.000000 Penalty: 976.356873
	Iteration 84Q: 3 clusters Score -1445611 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -1445614.250000 Penalty: 976.356873
	Iteration 85Q: 3 clusters Score -1445614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30872 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -1445610.000000 Penalty: 976.356873
	Iteration 86Q: 3 clusters Score -1445610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -1445610.125000 Penalty: 976.356873
	Iteration 87Q: 3 clusters Score -1445610 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1445609.500000 Penalty: 976.356873
	Iteration 88Q: 3 clusters Score -1445610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -1445608.500000 Penalty: 976.356873
	Iteration 89Q: 3 clusters Score -1445608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -1445612.375000 Penalty: 976.356873
	Iteration 90Q: 3 clusters Score -1445612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -1445611.500000 Penalty: 976.356873
	Iteration 91Q: 3 clusters Score -1445612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30953 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -1445612.875000 Penalty: 976.356873
	Iteration 92Q: 3 clusters Score -1445613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1445613.500000 Penalty: 976.356873
	Iteration 93Q: 3 clusters Score -1445614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1445611.750000 Penalty: 976.356873
	Iteration 94Q: 3 clusters Score -1445612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30969 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -1445610.500000 Penalty: 976.356873
	Iteration 95Q: 3 clusters Score -1445610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -1445610.000000 Penalty: 976.356873
	Iteration 96Q: 3 clusters Score -1445610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1445611.625000 Penalty: 976.356873
	Iteration 97Q: 3 clusters Score -1445612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31001 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1445609.375000 Penalty: 976.356873
	Iteration 98Q: 3 clusters Score -1445609 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31008 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -1445610.750000 Penalty: 976.356873
	Iteration 99Q: 3 clusters Score -1445611 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31011 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1445609.875000 Penalty: 976.356873
	Iteration 100F: 3 clusters Score -1445610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1445609.500000 Penalty: 976.356873
	Iteration 101Q: 3 clusters Score -1445610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31020 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -1445608.250000 Penalty: 976.356873
	Iteration 102Q: 3 clusters Score -1445608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 14647 members 
Entering Unmasked Estep 
Score: -1445609.500000 Penalty: 976.356873
	Iteration 103Q: 3 clusters Score -1445610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31028 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1445609.875000 Penalty: 976.356873
	Iteration 104Q: 3 clusters Score -1445610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -1445610.500000 Penalty: 976.356873
	Iteration 105Q: 3 clusters Score -1445610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -1445611.000000 Penalty: 976.356873
	Iteration 106Q: 3 clusters Score -1445611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -1445606.875000 Penalty: 976.356873
	Iteration 107Q: 3 clusters Score -1445607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -1445609.625000 Penalty: 976.356873
	Iteration 108Q: 3 clusters Score -1445610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31071 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -1445608.125000 Penalty: 976.356873
	Iteration 109Q: 3 clusters Score -1445608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -1445613.125000 Penalty: 976.356873
	Iteration 110Q: 3 clusters Score -1445613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31089 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -1445612.500000 Penalty: 976.356873
	Iteration 111Q: 3 clusters Score -1445612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31097 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -1445610.750000 Penalty: 976.356873
	Iteration 112Q: 3 clusters Score -1445611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -1445611.250000 Penalty: 976.356873
	Iteration 113Q: 3 clusters Score -1445611 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -1445606.750000 Penalty: 976.356873
	Iteration 114Q: 3 clusters Score -1445607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31131 members 
Mstep: Class 2 contains 14539 members 
Entering Unmasked Estep 
Score: -1445608.000000 Penalty: 976.356873
	Iteration 115Q: 3 clusters Score -1445608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31145 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -1445608.250000 Penalty: 976.356873
	Iteration 116Q: 3 clusters Score -1445608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -1445607.375000 Penalty: 976.356873
	Iteration 117Q: 3 clusters Score -1445607 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1445605.125000 Penalty: 976.356873
	Iteration 118Q: 3 clusters Score -1445605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1445606.500000 Penalty: 976.356873
	Iteration 119Q: 3 clusters Score -1445606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31183 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -1445610.000000 Penalty: 976.356873
	Iteration 120F: 3 clusters Score -1445610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31194 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1445610.500000 Penalty: 976.356873
	Iteration 121Q: 3 clusters Score -1445610 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -1445610.250000 Penalty: 976.356873
	Iteration 122Q: 3 clusters Score -1445610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1445610.125000 Penalty: 976.356873
	Iteration 123Q: 3 clusters Score -1445610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31231 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -1445608.375000 Penalty: 976.356873
	Iteration 124Q: 3 clusters Score -1445608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31240 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1445610.375000 Penalty: 976.356873
	Iteration 125Q: 3 clusters Score -1445610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 14420 members 
Entering Unmasked Estep 
Score: -1445610.000000 Penalty: 976.356873
	Iteration 126Q: 3 clusters Score -1445610 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1445609.875000 Penalty: 976.356873
	Iteration 127Q: 3 clusters Score -1445610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -1445611.625000 Penalty: 976.356873
	Iteration 128Q: 3 clusters Score -1445612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -1445613.250000 Penalty: 976.356873
	Iteration 129Q: 3 clusters Score -1445613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -1445614.250000 Penalty: 976.356873
	Iteration 130Q: 3 clusters Score -1445614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31278 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1445613.125000 Penalty: 976.356873
	Iteration 131Q: 3 clusters Score -1445613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1445612.375000 Penalty: 976.356873
	Iteration 132Q: 3 clusters Score -1445612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -1445612.000000 Penalty: 976.356873
	Iteration 133Q: 3 clusters Score -1445612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1445612.375000 Penalty: 976.356873
	Iteration 134Q: 3 clusters Score -1445612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -1445613.500000 Penalty: 976.356873
	Iteration 135Q: 3 clusters Score -1445614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31289 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1445615.125000 Penalty: 976.356873
	Iteration 136Q: 3 clusters Score -1445615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -1445615.625000 Penalty: 976.356873
	Iteration 137Q: 3 clusters Score -1445616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -1445615.375000 Penalty: 976.356873
	Iteration 138Q: 3 clusters Score -1445615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -1445615.250000 Penalty: 976.356873
	Iteration 139Q: 3 clusters Score -1445615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -1445615.000000 Penalty: 976.356873
	Iteration 140F: 3 clusters Score -1445615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1445616.875000 Penalty: 976.356873
	Iteration 141Q: 3 clusters Score -1445617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -1445616.875000 Penalty: 976.356873
	Iteration 142Q: 3 clusters Score -1445617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1445618.000000 Penalty: 976.356873
	Iteration 143Q: 3 clusters Score -1445618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31326 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1445618.250000 Penalty: 976.356873
	Iteration 144Q: 3 clusters Score -1445618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -1445618.500000 Penalty: 976.356873
	Iteration 145Q: 3 clusters Score -1445618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1445618.000000 Penalty: 976.356873
	Iteration 146Q: 3 clusters Score -1445618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -1445618.000000 Penalty: 976.356873
	Iteration 147F: 3 clusters Score -1445618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Entering Unmasked Estep 
Score: -21394.744141 Penalty: 295.876953
	Iteration 0F: 2 clusters Score -21394.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -20793.056641 Penalty: 591.753906
	Iteration 0F: 3 clusters Score -20793.06 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -20938.937500 Penalty: 591.753906
	Iteration 1F: 3 clusters Score -20938.94 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -20966.451172 Penalty: 591.753906
	Iteration 2F: 3 clusters Score -20966.45 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -20989.562500 Penalty: 591.753906
	Iteration 3F: 3 clusters Score -20989.56 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -21010.482422 Penalty: 591.753906
	Iteration 4Q: 3 clusters Score -21010.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -21028.638672 Penalty: 591.753906
	Iteration 5Q: 3 clusters Score -21028.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -21041.572266 Penalty: 591.753906
	Iteration 6Q: 3 clusters Score -21041.57 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -21050.017578 Penalty: 591.753906
	Iteration 7Q: 3 clusters Score -21050.02 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -21055.814453 Penalty: 591.753906
	Iteration 8Q: 3 clusters Score -21055.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -21068.542969 Penalty: 591.753906
	Iteration 9Q: 3 clusters Score -21068.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -21085.582031 Penalty: 591.753906
	Iteration 10Q: 3 clusters Score -21085.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -21097.896484 Penalty: 591.753906
	Iteration 11Q: 3 clusters Score -21097.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -21102.513672 Penalty: 591.753906
	Iteration 12Q: 3 clusters Score -21102.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -21103.828125 Penalty: 591.753906
	Iteration 13Q: 3 clusters Score -21103.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -21104.583984 Penalty: 591.753906
	Iteration 14Q: 3 clusters Score -21104.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21104.775391 Penalty: 591.753906
	Iteration 15Q: 3 clusters Score -21104.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -21104.775391 Penalty: 591.753906
	Iteration 16F: 3 clusters Score -21104.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -75566.460938 Penalty: 355.481628
	Iteration 0F: 2 clusters Score -75566.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -73829.968750 Penalty: 710.963257
	Iteration 0F: 3 clusters Score -73829.97 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -74415.187500 Penalty: 710.963257
	Iteration 1F: 3 clusters Score -74415.19 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -74512.273438 Penalty: 710.963257
	Iteration 2F: 3 clusters Score -74512.27 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -74598.242188 Penalty: 710.963257
	Iteration 3F: 3 clusters Score -74598.24 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -74668.578125 Penalty: 710.963257
	Iteration 4F: 3 clusters Score -74668.58 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -74733.101562 Penalty: 710.963257
	Iteration 5Q: 3 clusters Score -74733.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -74780.695312 Penalty: 710.963257
	Iteration 6Q: 3 clusters Score -74780.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -74822.632812 Penalty: 710.963257
	Iteration 7Q: 3 clusters Score -74822.63 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -74859.828125 Penalty: 710.963257
	Iteration 8Q: 3 clusters Score -74859.83 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -74900.914062 Penalty: 710.963257
	Iteration 9Q: 3 clusters Score -74900.91 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -74931.601562 Penalty: 710.963257
	Iteration 10Q: 3 clusters Score -74931.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -74960.000000 Penalty: 710.963257
	Iteration 11Q: 3 clusters Score -74960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -74992.296875 Penalty: 710.963257
	Iteration 12Q: 3 clusters Score -74992.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -75019.679688 Penalty: 710.963257
	Iteration 13Q: 3 clusters Score -75019.68 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -75038.976562 Penalty: 710.963257
	Iteration 14Q: 3 clusters Score -75038.98 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -75053.523438 Penalty: 710.963257
	Iteration 15Q: 3 clusters Score -75053.52 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -75066.664062 Penalty: 710.963257
	Iteration 16Q: 3 clusters Score -75066.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -75076.757812 Penalty: 710.963257
	Iteration 17Q: 3 clusters Score -75076.76 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -75092.421875 Penalty: 710.963257
	Iteration 18Q: 3 clusters Score -75092.42 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -75110.898438 Penalty: 710.963257
	Iteration 19Q: 3 clusters Score -75110.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -75132.835938 Penalty: 710.963257
	Iteration 20F: 3 clusters Score -75132.84 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -75145.515625 Penalty: 710.963257
	Iteration 21Q: 3 clusters Score -75145.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -75154.125000 Penalty: 710.963257
	Iteration 22Q: 3 clusters Score -75154.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -75159.695312 Penalty: 710.963257
	Iteration 23Q: 3 clusters Score -75159.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -75167.992188 Penalty: 710.963257
	Iteration 24Q: 3 clusters Score -75167.99 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -75176.796875 Penalty: 710.963257
	Iteration 25Q: 3 clusters Score -75176.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -75185.609375 Penalty: 710.963257
	Iteration 26Q: 3 clusters Score -75185.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -75194.281250 Penalty: 710.963257
	Iteration 27Q: 3 clusters Score -75194.28 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -75198.843750 Penalty: 710.963257
	Iteration 28Q: 3 clusters Score -75198.84 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -75203.562500 Penalty: 710.963257
	Iteration 29Q: 3 clusters Score -75203.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -75215.101562 Penalty: 710.963257
	Iteration 30Q: 3 clusters Score -75215.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -75221.953125 Penalty: 710.963257
	Iteration 31Q: 3 clusters Score -75221.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -75227.929688 Penalty: 710.963257
	Iteration 32Q: 3 clusters Score -75227.93 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -75233.617188 Penalty: 710.963257
	Iteration 33Q: 3 clusters Score -75233.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -75241.156250 Penalty: 710.963257
	Iteration 34Q: 3 clusters Score -75241.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -75244.742188 Penalty: 710.963257
	Iteration 35Q: 3 clusters Score -75244.74 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -75250.031250 Penalty: 710.963257
	Iteration 36Q: 3 clusters Score -75250.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -75256.976562 Penalty: 710.963257
	Iteration 37Q: 3 clusters Score -75256.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -75259.835938 Penalty: 710.963257
	Iteration 38Q: 3 clusters Score -75259.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -75264.328125 Penalty: 710.963257
	Iteration 39Q: 3 clusters Score -75264.33 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -75267.617188 Penalty: 710.963257
	Iteration 40F: 3 clusters Score -75267.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -75269.960938 Penalty: 710.963257
	Iteration 41Q: 3 clusters Score -75269.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75271.179688 Penalty: 710.963257
	Iteration 42Q: 3 clusters Score -75271.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75271.968750 Penalty: 710.963257
	Iteration 43Q: 3 clusters Score -75271.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75272.265625 Penalty: 710.963257
	Iteration 44Q: 3 clusters Score -75272.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -75272.265625 Penalty: 710.963257
	Iteration 45F: 3 clusters Score -75272.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Entering Unmasked Estep 
Score: -209606.750000 Penalty: 401.119568
	Iteration 0F: 2 clusters Score -209606.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -205140.218750 Penalty: 802.239136
	Iteration 0F: 3 clusters Score -205140.2 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -206794.843750 Penalty: 802.239136
	Iteration 1F: 3 clusters Score -206794.8 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -207006.156250 Penalty: 802.239136
	Iteration 2F: 3 clusters Score -207006.2 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -207233.171875 Penalty: 802.239136
	Iteration 3F: 3 clusters Score -207233.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -207468.828125 Penalty: 802.239136
	Iteration 4F: 3 clusters Score -207468.8 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -207745.984375 Penalty: 802.239136
	Iteration 5F: 3 clusters Score -207746 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -208020.265625 Penalty: 802.239136
	Iteration 6F: 3 clusters Score -208020.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -208317.921875 Penalty: 802.239136
	Iteration 7F: 3 clusters Score -208317.9 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -208579.812500 Penalty: 802.239136
	Iteration 8Q: 3 clusters Score -208579.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -208775.546875 Penalty: 802.239136
	Iteration 9Q: 3 clusters Score -208775.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -208931.078125 Penalty: 802.239136
	Iteration 10Q: 3 clusters Score -208931.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -209037.937500 Penalty: 802.239136
	Iteration 11Q: 3 clusters Score -209037.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -209108.406250 Penalty: 802.239136
	Iteration 12Q: 3 clusters Score -209108.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -209167.984375 Penalty: 802.239136
	Iteration 13Q: 3 clusters Score -209168 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -209206.500000 Penalty: 802.239136
	Iteration 14Q: 3 clusters Score -209206.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -209239.062500 Penalty: 802.239136
	Iteration 15Q: 3 clusters Score -209239.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -209261.484375 Penalty: 802.239136
	Iteration 16Q: 3 clusters Score -209261.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -209274.921875 Penalty: 802.239136
	Iteration 17Q: 3 clusters Score -209274.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -209279.812500 Penalty: 802.239136
	Iteration 18Q: 3 clusters Score -209279.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -209282.109375 Penalty: 802.239136
	Iteration 19Q: 3 clusters Score -209282.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -209286.906250 Penalty: 802.239136
	Iteration 20F: 3 clusters Score -209286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -209287.234375 Penalty: 802.239136
	Iteration 21Q: 3 clusters Score -209287.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -209289.609375 Penalty: 802.239136
	Iteration 22Q: 3 clusters Score -209289.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -209289.546875 Penalty: 802.239136
	Iteration 23Q: 3 clusters Score -209289.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -209290.453125 Penalty: 802.239136
	Iteration 24Q: 3 clusters Score -209290.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -209291.281250 Penalty: 802.239136
	Iteration 25Q: 3 clusters Score -209291.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -209291.281250 Penalty: 802.239136
	Iteration 26F: 3 clusters Score -209291.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -23064.525391 Penalty: 296.284424
	Iteration 0F: 2 clusters Score -23064.53 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -22458.156250 Penalty: 592.568848
	Iteration 0F: 3 clusters Score -22458.16 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -22624.193359 Penalty: 592.568848
	Iteration 1F: 3 clusters Score -22624.19 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -22644.076172 Penalty: 592.568848
	Iteration 2F: 3 clusters Score -22644.08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -22653.853516 Penalty: 592.568848
	Iteration 3Q: 3 clusters Score -22653.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -22661.574219 Penalty: 592.568848
	Iteration 4Q: 3 clusters Score -22661.57 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -22674.791016 Penalty: 592.568848
	Iteration 5Q: 3 clusters Score -22674.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -22687.320312 Penalty: 592.568848
	Iteration 6Q: 3 clusters Score -22687.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -22693.541016 Penalty: 592.568848
	Iteration 7Q: 3 clusters Score -22693.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -22708.523438 Penalty: 592.568848
	Iteration 8Q: 3 clusters Score -22708.52 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -22725.173828 Penalty: 592.568848
	Iteration 9Q: 3 clusters Score -22725.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -22729.503906 Penalty: 592.568848
	Iteration 10Q: 3 clusters Score -22729.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -22739.023438 Penalty: 592.568848
	Iteration 11Q: 3 clusters Score -22739.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -22749.630859 Penalty: 592.568848
	Iteration 12Q: 3 clusters Score -22749.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -22755.689453 Penalty: 592.568848
	Iteration 13Q: 3 clusters Score -22755.69 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -22765.275391 Penalty: 592.568848
	Iteration 14Q: 3 clusters Score -22765.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -22766.802734 Penalty: 592.568848
	Iteration 15Q: 3 clusters Score -22766.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -22767.921875 Penalty: 592.568848
	Iteration 16Q: 3 clusters Score -22767.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -22768.232422 Penalty: 592.568848
	Iteration 17Q: 3 clusters Score -22768.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -22768.787109 Penalty: 592.568848
	Iteration 18Q: 3 clusters Score -22768.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -22769.605469 Penalty: 592.568848
	Iteration 19Q: 3 clusters Score -22769.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -22770.017578 Penalty: 592.568848
	Iteration 20F: 3 clusters Score -22770.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -22771.179688 Penalty: 592.568848
	Iteration 21Q: 3 clusters Score -22771.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -22772.035156 Penalty: 592.568848
	Iteration 22Q: 3 clusters Score -22772.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -22772.035156 Penalty: 592.568848
	Iteration 23F: 3 clusters Score -22772.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Entering Unmasked Estep 
Score: -96379.296875 Penalty: 368.252533
	Iteration 0F: 2 clusters Score -96379.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -94090.460938 Penalty: 736.505066
	Iteration 0F: 3 clusters Score -94090.46 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -94934.882812 Penalty: 736.505066
	Iteration 1F: 3 clusters Score -94934.88 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -95093.328125 Penalty: 736.505066
	Iteration 2F: 3 clusters Score -95093.33 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -95296.703125 Penalty: 736.505066
	Iteration 3F: 3 clusters Score -95296.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -95553.109375 Penalty: 736.505066
	Iteration 4F: 3 clusters Score -95553.11 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -95767.992188 Penalty: 736.505066
	Iteration 5F: 3 clusters Score -95767.99 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -95910.468750 Penalty: 736.505066
	Iteration 6Q: 3 clusters Score -95910.47 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -95978.195312 Penalty: 736.505066
	Iteration 7Q: 3 clusters Score -95978.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -96008.109375 Penalty: 736.505066
	Iteration 8Q: 3 clusters Score -96008.11 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -96028.085938 Penalty: 736.505066
	Iteration 9Q: 3 clusters Score -96028.09 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -96047.867188 Penalty: 736.505066
	Iteration 10Q: 3 clusters Score -96047.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -96062.335938 Penalty: 736.505066
	Iteration 11Q: 3 clusters Score -96062.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -96069.500000 Penalty: 736.505066
	Iteration 12Q: 3 clusters Score -96069.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -96075.968750 Penalty: 736.505066
	Iteration 13Q: 3 clusters Score -96075.97 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -96082.546875 Penalty: 736.505066
	Iteration 14Q: 3 clusters Score -96082.55 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -96092.179688 Penalty: 736.505066
	Iteration 15Q: 3 clusters Score -96092.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -96107.093750 Penalty: 736.505066
	Iteration 16Q: 3 clusters Score -96107.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -96111.460938 Penalty: 736.505066
	Iteration 17Q: 3 clusters Score -96111.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -96114.203125 Penalty: 736.505066
	Iteration 18Q: 3 clusters Score -96114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -96117.078125 Penalty: 736.505066
	Iteration 19Q: 3 clusters Score -96117.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -96120.296875 Penalty: 736.505066
	Iteration 20F: 3 clusters Score -96120.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -96122.820312 Penalty: 736.505066
	Iteration 21Q: 3 clusters Score -96122.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -96123.156250 Penalty: 736.505066
	Iteration 22Q: 3 clusters Score -96123.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -96123.156250 Penalty: 736.505066
	Iteration 23F: 3 clusters Score -96123.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Entering Unmasked Estep 
Score: -146300.734375 Penalty: 386.520111
	Iteration 0F: 2 clusters Score -146300.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -143016.750000 Penalty: 773.040222
	Iteration 0F: 3 clusters Score -143016.8 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -144205.734375 Penalty: 773.040222
	Iteration 1F: 3 clusters Score -144205.7 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -144377.500000 Penalty: 773.040222
	Iteration 2F: 3 clusters Score -144377.5 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -144613.796875 Penalty: 773.040222
	Iteration 3F: 3 clusters Score -144613.8 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -144903.953125 Penalty: 773.040222
	Iteration 4F: 3 clusters Score -144904 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -145232.968750 Penalty: 773.040222
	Iteration 5F: 3 clusters Score -145233 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -145493.609375 Penalty: 773.040222
	Iteration 6F: 3 clusters Score -145493.6 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -145714.578125 Penalty: 773.040222
	Iteration 7Q: 3 clusters Score -145714.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -145866.453125 Penalty: 773.040222
	Iteration 8Q: 3 clusters Score -145866.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -145919.531250 Penalty: 773.040222
	Iteration 9Q: 3 clusters Score -145919.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -145945.421875 Penalty: 773.040222
	Iteration 10Q: 3 clusters Score -145945.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -145961.500000 Penalty: 773.040222
	Iteration 11Q: 3 clusters Score -145961.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -145967.468750 Penalty: 773.040222
	Iteration 12Q: 3 clusters Score -145967.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -145976.265625 Penalty: 773.040222
	Iteration 13Q: 3 clusters Score -145976.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -145981.328125 Penalty: 773.040222
	Iteration 14Q: 3 clusters Score -145981.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -145985.390625 Penalty: 773.040222
	Iteration 15Q: 3 clusters Score -145985.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -145986.578125 Penalty: 773.040222
	Iteration 16Q: 3 clusters Score -145986.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -145986.578125 Penalty: 773.040222
	Iteration 17F: 3 clusters Score -145986.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6823 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Entering Unmasked Estep 
Score: -222087.093750 Penalty: 401.676483
	Iteration 0F: 2 clusters Score -222087.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -217518.750000 Penalty: 803.352966
	Iteration 0F: 3 clusters Score -217518.8 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -219087.062500 Penalty: 803.352966
	Iteration 1F: 3 clusters Score -219087.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -219219.218750 Penalty: 803.352966
	Iteration 2F: 3 clusters Score -219219.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -219341.140625 Penalty: 803.352966
	Iteration 3Q: 3 clusters Score -219341.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -219494.406250 Penalty: 803.352966
	Iteration 4Q: 3 clusters Score -219494.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -219714.968750 Penalty: 803.352966
	Iteration 5Q: 3 clusters Score -219715 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -220004.484375 Penalty: 803.352966
	Iteration 6F: 3 clusters Score -220004.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -220341.781250 Penalty: 803.352966
	Iteration 7F: 3 clusters Score -220341.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -220692.156250 Penalty: 803.352966
	Iteration 8F: 3 clusters Score -220692.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -220959.515625 Penalty: 803.352966
	Iteration 9F: 3 clusters Score -220959.5 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -221115.406250 Penalty: 803.352966
	Iteration 10Q: 3 clusters Score -221115.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -221209.687500 Penalty: 803.352966
	Iteration 11Q: 3 clusters Score -221209.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -221264.812500 Penalty: 803.352966
	Iteration 12Q: 3 clusters Score -221264.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -221305.328125 Penalty: 803.352966
	Iteration 13Q: 3 clusters Score -221305.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -221343.390625 Penalty: 803.352966
	Iteration 14Q: 3 clusters Score -221343.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -221380.515625 Penalty: 803.352966
	Iteration 15Q: 3 clusters Score -221380.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -221419.453125 Penalty: 803.352966
	Iteration 16Q: 3 clusters Score -221419.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -221444.640625 Penalty: 803.352966
	Iteration 17Q: 3 clusters Score -221444.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -221466.156250 Penalty: 803.352966
	Iteration 18Q: 3 clusters Score -221466.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -221482.593750 Penalty: 803.352966
	Iteration 19Q: 3 clusters Score -221482.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -221495.687500 Penalty: 803.352966
	Iteration 20F: 3 clusters Score -221495.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -221506.281250 Penalty: 803.352966
	Iteration 21Q: 3 clusters Score -221506.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -221516.140625 Penalty: 803.352966
	Iteration 22Q: 3 clusters Score -221516.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -221529.703125 Penalty: 803.352966
	Iteration 23Q: 3 clusters Score -221529.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -221546.515625 Penalty: 803.352966
	Iteration 24Q: 3 clusters Score -221546.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -221570.078125 Penalty: 803.352966
	Iteration 25Q: 3 clusters Score -221570.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -221586.921875 Penalty: 803.352966
	Iteration 26Q: 3 clusters Score -221586.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -221600.203125 Penalty: 803.352966
	Iteration 27Q: 3 clusters Score -221600.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -221613.312500 Penalty: 803.352966
	Iteration 28Q: 3 clusters Score -221613.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -221625.046875 Penalty: 803.352966
	Iteration 29Q: 3 clusters Score -221625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -221632.875000 Penalty: 803.352966
	Iteration 30Q: 3 clusters Score -221632.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -221642.015625 Penalty: 803.352966
	Iteration 31Q: 3 clusters Score -221642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -221648.984375 Penalty: 803.352966
	Iteration 32Q: 3 clusters Score -221649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -221656.359375 Penalty: 803.352966
	Iteration 33Q: 3 clusters Score -221656.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -221666.218750 Penalty: 803.352966
	Iteration 34Q: 3 clusters Score -221666.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -221672.140625 Penalty: 803.352966
	Iteration 35Q: 3 clusters Score -221672.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -221676.937500 Penalty: 803.352966
	Iteration 36Q: 3 clusters Score -221676.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -221679.390625 Penalty: 803.352966
	Iteration 37Q: 3 clusters Score -221679.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -221684.890625 Penalty: 803.352966
	Iteration 38Q: 3 clusters Score -221684.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -221690.093750 Penalty: 803.352966
	Iteration 39Q: 3 clusters Score -221690.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -221695.390625 Penalty: 803.352966
	Iteration 40F: 3 clusters Score -221695.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -221699.359375 Penalty: 803.352966
	Iteration 41Q: 3 clusters Score -221699.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -221707.750000 Penalty: 803.352966
	Iteration 42Q: 3 clusters Score -221707.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -221714.328125 Penalty: 803.352966
	Iteration 43Q: 3 clusters Score -221714.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -221721.984375 Penalty: 803.352966
	Iteration 44Q: 3 clusters Score -221722 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -221732.078125 Penalty: 803.352966
	Iteration 45Q: 3 clusters Score -221732.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -221746.546875 Penalty: 803.352966
	Iteration 46Q: 3 clusters Score -221746.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -221764.000000 Penalty: 803.352966
	Iteration 47Q: 3 clusters Score -221764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -221773.734375 Penalty: 803.352966
	Iteration 48Q: 3 clusters Score -221773.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -221780.937500 Penalty: 803.352966
	Iteration 49Q: 3 clusters Score -221780.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -221785.750000 Penalty: 803.352966
	Iteration 50Q: 3 clusters Score -221785.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -221788.796875 Penalty: 803.352966
	Iteration 51Q: 3 clusters Score -221788.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -221789.484375 Penalty: 803.352966
	Iteration 52Q: 3 clusters Score -221789.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -221790.203125 Penalty: 803.352966
	Iteration 53Q: 3 clusters Score -221790.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -221790.453125 Penalty: 803.352966
	Iteration 54Q: 3 clusters Score -221790.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -221790.500000 Penalty: 803.352966
	Iteration 55Q: 3 clusters Score -221790.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -221791.156250 Penalty: 803.352966
	Iteration 56Q: 3 clusters Score -221791.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -221791.078125 Penalty: 803.352966
	Iteration 57Q: 3 clusters Score -221791.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -221791.078125 Penalty: 803.352966
	Iteration 58F: 3 clusters Score -221791.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (150077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150077 members 
Entering Unmasked Estep 
Score: -4978579.500000 Penalty: 542.310120
	Iteration 0F: 2 clusters Score -4978580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75054 members 
Mstep: Class 2 contains 75023 members 
Entering Unmasked Estep 
Score: -4876783.500000 Penalty: 1084.620239
	Iteration 0F: 3 clusters Score -4876784 nChanged 73807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72273 members 
Mstep: Class 2 contains 77804 members 
Entering Unmasked Estep 
Score: -4922755.000000 Penalty: 1084.620239
	Iteration 1F: 3 clusters Score -4922755 nChanged 8214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 81330 members 
Entering Unmasked Estep 
Score: -4926364.000000 Penalty: 1084.620239
	Iteration 2F: 3 clusters Score -4926364 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63958 members 
Mstep: Class 2 contains 86119 members 
Entering Unmasked Estep 
Score: -4931218.500000 Penalty: 1084.620239
	Iteration 3F: 3 clusters Score -4931218 nChanged 10184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58642 members 
Mstep: Class 2 contains 91435 members 
Entering Unmasked Estep 
Score: -4936300.500000 Penalty: 1084.620239
	Iteration 4F: 3 clusters Score -4936300 nChanged 9427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53259 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -4940811.500000 Penalty: 1084.620239
	Iteration 5F: 3 clusters Score -4940812 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48060 members 
Mstep: Class 2 contains 102017 members 
Entering Unmasked Estep 
Score: -4944739.500000 Penalty: 1084.620239
	Iteration 6F: 3 clusters Score -4944740 nChanged 7051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42723 members 
Mstep: Class 2 contains 107354 members 
Entering Unmasked Estep 
Score: -4948321.000000 Penalty: 1084.620239
	Iteration 7Q: 3 clusters Score -4948321 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 112807 members 
Entering Unmasked Estep 
Score: -4951925.000000 Penalty: 1084.620239
	Iteration 8Q: 3 clusters Score -4951925 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 118348 members 
Entering Unmasked Estep 
Score: -4956021.500000 Penalty: 1084.620239
	Iteration 9Q: 3 clusters Score -4956022 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26267 members 
Mstep: Class 2 contains 123810 members 
Entering Unmasked Estep 
Score: -4960822.000000 Penalty: 1084.620239
	Iteration 10Q: 3 clusters Score -4960822 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 128454 members 
Entering Unmasked Estep 
Score: -4965260.500000 Penalty: 1084.620239
	Iteration 11Q: 3 clusters Score -4965260 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 131932 members 
Entering Unmasked Estep 
Score: -4968338.000000 Penalty: 1084.620239
	Iteration 12Q: 3 clusters Score -4968338 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 134596 members 
Entering Unmasked Estep 
Score: -4970417.500000 Penalty: 1084.620239
	Iteration 13Q: 3 clusters Score -4970418 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 136811 members 
Entering Unmasked Estep 
Score: -4971811.500000 Penalty: 1084.620239
	Iteration 14Q: 3 clusters Score -4971812 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 138715 members 
Entering Unmasked Estep 
Score: -4972920.500000 Penalty: 1084.620239
	Iteration 15Q: 3 clusters Score -4972920 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 140358 members 
Entering Unmasked Estep 
Score: -4973898.500000 Penalty: 1084.620239
	Iteration 16Q: 3 clusters Score -4973898 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 141678 members 
Entering Unmasked Estep 
Score: -4974611.000000 Penalty: 1084.620239
	Iteration 17Q: 3 clusters Score -4974611 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 142769 members 
Entering Unmasked Estep 
Score: -4975213.500000 Penalty: 1084.620239
	Iteration 18Q: 3 clusters Score -4975214 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 143698 members 
Entering Unmasked Estep 
Score: -4975726.500000 Penalty: 1084.620239
	Iteration 19Q: 3 clusters Score -4975726 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 144504 members 
Entering Unmasked Estep 
Score: -4976207.000000 Penalty: 1084.620239
	Iteration 20F: 3 clusters Score -4976207 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 145197 members 
Entering Unmasked Estep 
Score: -4976568.500000 Penalty: 1084.620239
	Iteration 21Q: 3 clusters Score -4976568 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 145778 members 
Entering Unmasked Estep 
Score: -4976832.500000 Penalty: 1084.620239
	Iteration 22Q: 3 clusters Score -4976832 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 146286 members 
Entering Unmasked Estep 
Score: -4977057.000000 Penalty: 1084.620239
	Iteration 23Q: 3 clusters Score -4977057 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 146692 members 
Entering Unmasked Estep 
Score: -4977235.500000 Penalty: 1084.620239
	Iteration 24Q: 3 clusters Score -4977236 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 147034 members 
Entering Unmasked Estep 
Score: -4977379.500000 Penalty: 1084.620239
	Iteration 25Q: 3 clusters Score -4977380 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 147341 members 
Entering Unmasked Estep 
Score: -4977512.500000 Penalty: 1084.620239
	Iteration 26Q: 3 clusters Score -4977512 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 147605 members 
Entering Unmasked Estep 
Score: -4977632.500000 Penalty: 1084.620239
	Iteration 27Q: 3 clusters Score -4977632 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 147826 members 
Entering Unmasked Estep 
Score: -4977707.500000 Penalty: 1084.620239
	Iteration 28Q: 3 clusters Score -4977708 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 148006 members 
Entering Unmasked Estep 
Score: -4977759.500000 Penalty: 1084.620239
	Iteration 29Q: 3 clusters Score -4977760 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 148160 members 
Entering Unmasked Estep 
Score: -4977818.000000 Penalty: 1084.620239
	Iteration 30Q: 3 clusters Score -4977818 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 148294 members 
Entering Unmasked Estep 
Score: -4977855.000000 Penalty: 1084.620239
	Iteration 31Q: 3 clusters Score -4977855 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 148418 members 
Entering Unmasked Estep 
Score: -4977888.000000 Penalty: 1084.620239
	Iteration 32Q: 3 clusters Score -4977888 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 148531 members 
Entering Unmasked Estep 
Score: -4977912.500000 Penalty: 1084.620239
	Iteration 33Q: 3 clusters Score -4977912 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 148633 members 
Entering Unmasked Estep 
Score: -4977935.500000 Penalty: 1084.620239
	Iteration 34Q: 3 clusters Score -4977936 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 148722 members 
Entering Unmasked Estep 
Score: -4977957.500000 Penalty: 1084.620239
	Iteration 35Q: 3 clusters Score -4977958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 148797 members 
Entering Unmasked Estep 
Score: -4977982.500000 Penalty: 1084.620239
	Iteration 36Q: 3 clusters Score -4977982 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 148874 members 
Entering Unmasked Estep 
Score: -4978004.000000 Penalty: 1084.620239
	Iteration 37Q: 3 clusters Score -4978004 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 148931 members 
Entering Unmasked Estep 
Score: -4978027.000000 Penalty: 1084.620239
	Iteration 38Q: 3 clusters Score -4978027 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 148994 members 
Entering Unmasked Estep 
Score: -4978043.000000 Penalty: 1084.620239
	Iteration 39Q: 3 clusters Score -4978043 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 149046 members 
Entering Unmasked Estep 
Score: -4978051.500000 Penalty: 1084.620239
	Iteration 40F: 3 clusters Score -4978052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 149088 members 
Entering Unmasked Estep 
Score: -4978076.500000 Penalty: 1084.620239
	Iteration 41Q: 3 clusters Score -4978076 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 149129 members 
Entering Unmasked Estep 
Score: -4978086.000000 Penalty: 1084.620239
	Iteration 42Q: 3 clusters Score -4978086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 149168 members 
Entering Unmasked Estep 
Score: -4978096.500000 Penalty: 1084.620239
	Iteration 43Q: 3 clusters Score -4978096 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 149211 members 
Entering Unmasked Estep 
Score: -4978106.000000 Penalty: 1084.620239
	Iteration 44Q: 3 clusters Score -4978106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 149247 members 
Entering Unmasked Estep 
Score: -4978118.000000 Penalty: 1084.620239
	Iteration 45Q: 3 clusters Score -4978118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 149280 members 
Entering Unmasked Estep 
Score: -4978108.000000 Penalty: 1084.620239
	Iteration 46Q: 3 clusters Score -4978108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 149302 members 
Entering Unmasked Estep 
Score: -4978119.500000 Penalty: 1084.620239
	Iteration 47Q: 3 clusters Score -4978120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 149323 members 
Entering Unmasked Estep 
Score: -4978121.500000 Penalty: 1084.620239
	Iteration 48Q: 3 clusters Score -4978122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 149342 members 
Entering Unmasked Estep 
Score: -4978127.500000 Penalty: 1084.620239
	Iteration 49Q: 3 clusters Score -4978128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 149362 members 
Entering Unmasked Estep 
Score: -4978127.000000 Penalty: 1084.620239
	Iteration 50Q: 3 clusters Score -4978127 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 149377 members 
Entering Unmasked Estep 
Score: -4978131.000000 Penalty: 1084.620239
	Iteration 51Q: 3 clusters Score -4978131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 149388 members 
Entering Unmasked Estep 
Score: -4978135.500000 Penalty: 1084.620239
	Iteration 52Q: 3 clusters Score -4978136 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 149399 members 
Entering Unmasked Estep 
Score: -4978144.500000 Penalty: 1084.620239
	Iteration 53Q: 3 clusters Score -4978144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 149409 members 
Entering Unmasked Estep 
Score: -4978144.000000 Penalty: 1084.620239
	Iteration 54Q: 3 clusters Score -4978144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 149419 members 
Entering Unmasked Estep 
Score: -4978148.500000 Penalty: 1084.620239
	Iteration 55Q: 3 clusters Score -4978148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 149435 members 
Entering Unmasked Estep 
Score: -4978155.500000 Penalty: 1084.620239
	Iteration 56Q: 3 clusters Score -4978156 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 149446 members 
Entering Unmasked Estep 
Score: -4978158.500000 Penalty: 1084.620239
	Iteration 57Q: 3 clusters Score -4978158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 149447 members 
Entering Unmasked Estep 
Score: -4978160.500000 Penalty: 1084.620239
	Iteration 58Q: 3 clusters Score -4978160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 149447 members 
Entering Unmasked Estep 
Score: -4978160.500000 Penalty: 1084.620239
	Iteration 59F: 3 clusters Score -4978160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Entering Unmasked Estep 
Score: -708982.062500 Penalty: 457.285248
	Iteration 0F: 2 clusters Score -708982.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -693535.625000 Penalty: 914.570496
	Iteration 0F: 3 clusters Score -693535.6 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -700194.437500 Penalty: 914.570496
	Iteration 1F: 3 clusters Score -700194.4 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -700932.562500 Penalty: 914.570496
	Iteration 2F: 3 clusters Score -700932.6 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 15635 members 
Entering Unmasked Estep 
Score: -701858.187500 Penalty: 914.570496
	Iteration 3F: 3 clusters Score -701858.2 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -703114.875000 Penalty: 914.570496
	Iteration 4F: 3 clusters Score -703114.9 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -704589.437500 Penalty: 914.570496
	Iteration 5F: 3 clusters Score -704589.4 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -706013.562500 Penalty: 914.570496
	Iteration 6F: 3 clusters Score -706013.6 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -707004.687500 Penalty: 914.570496
	Iteration 7Q: 3 clusters Score -707004.7 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -707545.125000 Penalty: 914.570496
	Iteration 8Q: 3 clusters Score -707545.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -707841.500000 Penalty: 914.570496
	Iteration 9Q: 3 clusters Score -707841.5 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -708078.375000 Penalty: 914.570496
	Iteration 10Q: 3 clusters Score -708078.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -708283.312500 Penalty: 914.570496
	Iteration 11Q: 3 clusters Score -708283.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 22335 members 
Entering Unmasked Estep 
Score: -708442.250000 Penalty: 914.570496
	Iteration 12Q: 3 clusters Score -708442.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 22450 members 
Entering Unmasked Estep 
Score: -708537.812500 Penalty: 914.570496
	Iteration 13Q: 3 clusters Score -708537.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 22519 members 
Entering Unmasked Estep 
Score: -708583.562500 Penalty: 914.570496
	Iteration 14Q: 3 clusters Score -708583.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -708615.375000 Penalty: 914.570496
	Iteration 15Q: 3 clusters Score -708615.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -708637.062500 Penalty: 914.570496
	Iteration 16Q: 3 clusters Score -708637.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -708650.250000 Penalty: 914.570496
	Iteration 17Q: 3 clusters Score -708650.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -708658.312500 Penalty: 914.570496
	Iteration 18Q: 3 clusters Score -708658.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -708666.250000 Penalty: 914.570496
	Iteration 19Q: 3 clusters Score -708666.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -708674.125000 Penalty: 914.570496
	Iteration 20F: 3 clusters Score -708674.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -708677.062500 Penalty: 914.570496
	Iteration 21Q: 3 clusters Score -708677.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -708678.875000 Penalty: 914.570496
	Iteration 22Q: 3 clusters Score -708678.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -708681.812500 Penalty: 914.570496
	Iteration 23Q: 3 clusters Score -708681.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -708684.937500 Penalty: 914.570496
	Iteration 24Q: 3 clusters Score -708684.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -708688.000000 Penalty: 914.570496
	Iteration 25Q: 3 clusters Score -708688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -708689.625000 Penalty: 914.570496
	Iteration 26Q: 3 clusters Score -708689.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -708693.437500 Penalty: 914.570496
	Iteration 27Q: 3 clusters Score -708693.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -708699.687500 Penalty: 914.570496
	Iteration 28Q: 3 clusters Score -708699.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -708700.750000 Penalty: 914.570496
	Iteration 29Q: 3 clusters Score -708700.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -708701.500000 Penalty: 914.570496
	Iteration 30Q: 3 clusters Score -708701.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -708706.125000 Penalty: 914.570496
	Iteration 31Q: 3 clusters Score -708706.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -708710.500000 Penalty: 914.570496
	Iteration 32Q: 3 clusters Score -708710.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -708714.812500 Penalty: 914.570496
	Iteration 33Q: 3 clusters Score -708714.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 22783 members 
Entering Unmasked Estep 
Score: -708717.937500 Penalty: 914.570496
	Iteration 34Q: 3 clusters Score -708717.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -708719.812500 Penalty: 914.570496
	Iteration 35Q: 3 clusters Score -708719.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -708721.312500 Penalty: 914.570496
	Iteration 36Q: 3 clusters Score -708721.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -708723.187500 Penalty: 914.570496
	Iteration 37Q: 3 clusters Score -708723.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -708725.500000 Penalty: 914.570496
	Iteration 38Q: 3 clusters Score -708725.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -708726.500000 Penalty: 914.570496
	Iteration 39Q: 3 clusters Score -708726.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -708727.187500 Penalty: 914.570496
	Iteration 40F: 3 clusters Score -708727.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -708728.125000 Penalty: 914.570496
	Iteration 41Q: 3 clusters Score -708728.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -708727.812500 Penalty: 914.570496
	Iteration 42Q: 3 clusters Score -708727.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 22789 members 
Entering Unmasked Estep 
Score: -708727.812500 Penalty: 914.570496
	Iteration 43F: 3 clusters Score -708727.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Entering Unmasked Estep 
Score: -6557.848145 Penalty: 260.719543
	Iteration 0F: 2 clusters Score -6557.848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -6209.227539 Penalty: 521.439087
	Iteration 0F: 3 clusters Score -6209.228 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6317.159180 Penalty: 521.439087
	Iteration 1F: 3 clusters Score -6317.159 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6343.312012 Penalty: 521.439087
	Iteration 2F: 3 clusters Score -6343.312 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6372.097656 Penalty: 521.439087
	Iteration 3F: 3 clusters Score -6372.098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -6375.697266 Penalty: 521.439087
	Iteration 4Q: 3 clusters Score -6375.697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6383.260742 Penalty: 521.439087
	Iteration 5Q: 3 clusters Score -6383.261 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6389.325195 Penalty: 521.439087
	Iteration 6Q: 3 clusters Score -6389.325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -6393.612305 Penalty: 521.439087
	Iteration 7Q: 3 clusters Score -6393.612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6399.871094 Penalty: 521.439087
	Iteration 8Q: 3 clusters Score -6399.871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6406.736816 Penalty: 521.439087
	Iteration 9Q: 3 clusters Score -6406.737 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6411.006836 Penalty: 521.439087
	Iteration 10Q: 3 clusters Score -6411.007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -6411.770508 Penalty: 521.439087
	Iteration 11Q: 3 clusters Score -6411.771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6415.766602 Penalty: 521.439087
	Iteration 12Q: 3 clusters Score -6415.767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6417.066406 Penalty: 521.439087
	Iteration 13Q: 3 clusters Score -6417.066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -6417.066406 Penalty: 521.439087
	Iteration 14F: 3 clusters Score -6417.066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38112 members 
Entering Unmasked Estep 
Score: -1214457.875000 Penalty: 479.946960
	Iteration 0F: 2 clusters Score -1214458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -1188991.000000 Penalty: 959.893921
	Iteration 0F: 3 clusters Score -1188991 nChanged 18292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -1200782.250000 Penalty: 959.893921
	Iteration 1F: 3 clusters Score -1200782 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -1201664.000000 Penalty: 959.893921
	Iteration 2F: 3 clusters Score -1201664 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -1202783.500000 Penalty: 959.893921
	Iteration 3F: 3 clusters Score -1202784 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -1204170.125000 Penalty: 959.893921
	Iteration 4F: 3 clusters Score -1204170 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -1205754.875000 Penalty: 959.893921
	Iteration 5F: 3 clusters Score -1205755 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 24929 members 
Entering Unmasked Estep 
Score: -1207244.500000 Penalty: 959.893921
	Iteration 6F: 3 clusters Score -1207244 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 25671 members 
Entering Unmasked Estep 
Score: -1208279.875000 Penalty: 959.893921
	Iteration 7Q: 3 clusters Score -1208280 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -1208889.625000 Penalty: 959.893921
	Iteration 8Q: 3 clusters Score -1208890 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -1209222.500000 Penalty: 959.893921
	Iteration 9Q: 3 clusters Score -1209222 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 27296 members 
Entering Unmasked Estep 
Score: -1209454.750000 Penalty: 959.893921
	Iteration 10Q: 3 clusters Score -1209455 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -1209654.000000 Penalty: 959.893921
	Iteration 11Q: 3 clusters Score -1209654 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 28305 members 
Entering Unmasked Estep 
Score: -1209845.750000 Penalty: 959.893921
	Iteration 12Q: 3 clusters Score -1209846 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 28833 members 
Entering Unmasked Estep 
Score: -1210026.250000 Penalty: 959.893921
	Iteration 13Q: 3 clusters Score -1210026 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 29370 members 
Entering Unmasked Estep 
Score: -1210222.375000 Penalty: 959.893921
	Iteration 14Q: 3 clusters Score -1210222 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -1210462.750000 Penalty: 959.893921
	Iteration 15Q: 3 clusters Score -1210463 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 30577 members 
Entering Unmasked Estep 
Score: -1210740.625000 Penalty: 959.893921
	Iteration 16Q: 3 clusters Score -1210741 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -1211078.125000 Penalty: 959.893921
	Iteration 17Q: 3 clusters Score -1211078 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 31972 members 
Entering Unmasked Estep 
Score: -1211437.875000 Penalty: 959.893921
	Iteration 18Q: 3 clusters Score -1211438 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -1211818.000000 Penalty: 959.893921
	Iteration 19Q: 3 clusters Score -1211818 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -1212212.125000 Penalty: 959.893921
	Iteration 20F: 3 clusters Score -1212212 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -1212612.625000 Penalty: 959.893921
	Iteration 21Q: 3 clusters Score -1212613 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 34530 members 
Entering Unmasked Estep 
Score: -1212997.375000 Penalty: 959.893921
	Iteration 22Q: 3 clusters Score -1212997 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -1213438.125000 Penalty: 959.893921
	Iteration 23Q: 3 clusters Score -1213438 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 35449 members 
Entering Unmasked Estep 
Score: -1213796.000000 Penalty: 959.893921
	Iteration 24Q: 3 clusters Score -1213796 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -1214024.125000 Penalty: 959.893921
	Iteration 25Q: 3 clusters Score -1214024 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -1214172.000000 Penalty: 959.893921
	Iteration 26Q: 3 clusters Score -1214172 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -1214276.625000 Penalty: 959.893921
	Iteration 27Q: 3 clusters Score -1214277 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -1214338.500000 Penalty: 959.893921
	Iteration 28Q: 3 clusters Score -1214338 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -1214377.250000 Penalty: 959.893921
	Iteration 29Q: 3 clusters Score -1214377 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -1214397.250000 Penalty: 959.893921
	Iteration 30Q: 3 clusters Score -1214397 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 36397 members 
Entering Unmasked Estep 
Score: -1214414.750000 Penalty: 959.893921
	Iteration 31Q: 3 clusters Score -1214415 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -1214424.125000 Penalty: 959.893921
	Iteration 32Q: 3 clusters Score -1214424 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 36490 members 
Entering Unmasked Estep 
Score: -1214433.500000 Penalty: 959.893921
	Iteration 33Q: 3 clusters Score -1214434 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 36526 members 
Entering Unmasked Estep 
Score: -1214445.750000 Penalty: 959.893921
	Iteration 34Q: 3 clusters Score -1214446 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 36566 members 
Entering Unmasked Estep 
Score: -1214457.500000 Penalty: 959.893921
	Iteration 35Q: 3 clusters Score -1214458 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 36595 members 
Entering Unmasked Estep 
Score: -1214465.125000 Penalty: 959.893921
	Iteration 36Q: 3 clusters Score -1214465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 36614 members 
Entering Unmasked Estep 
Score: -1214467.375000 Penalty: 959.893921
	Iteration 37Q: 3 clusters Score -1214467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 36628 members 
Entering Unmasked Estep 
Score: -1214471.000000 Penalty: 959.893921
	Iteration 38Q: 3 clusters Score -1214471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 36638 members 
Entering Unmasked Estep 
Score: -1214473.125000 Penalty: 959.893921
	Iteration 39Q: 3 clusters Score -1214473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -1214476.375000 Penalty: 959.893921
	Iteration 40F: 3 clusters Score -1214476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -1214476.125000 Penalty: 959.893921
	Iteration 41Q: 3 clusters Score -1214476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -1214479.000000 Penalty: 959.893921
	Iteration 42Q: 3 clusters Score -1214479 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 36692 members 
Entering Unmasked Estep 
Score: -1214480.875000 Penalty: 959.893921
	Iteration 43Q: 3 clusters Score -1214481 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 36707 members 
Entering Unmasked Estep 
Score: -1214486.375000 Penalty: 959.893921
	Iteration 44Q: 3 clusters Score -1214486 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 36717 members 
Entering Unmasked Estep 
Score: -1214489.125000 Penalty: 959.893921
	Iteration 45Q: 3 clusters Score -1214489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 36725 members 
Entering Unmasked Estep 
Score: -1214489.000000 Penalty: 959.893921
	Iteration 46Q: 3 clusters Score -1214489 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 36736 members 
Entering Unmasked Estep 
Score: -1214489.875000 Penalty: 959.893921
	Iteration 47Q: 3 clusters Score -1214490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -1214491.750000 Penalty: 959.893921
	Iteration 48Q: 3 clusters Score -1214492 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 36749 members 
Entering Unmasked Estep 
Score: -1214491.750000 Penalty: 959.893921
	Iteration 49Q: 3 clusters Score -1214492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -1214495.500000 Penalty: 959.893921
	Iteration 50Q: 3 clusters Score -1214496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -1214497.000000 Penalty: 959.893921
	Iteration 51Q: 3 clusters Score -1214497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 36743 members 
Entering Unmasked Estep 
Score: -1214494.875000 Penalty: 959.893921
	Iteration 52Q: 3 clusters Score -1214495 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 36746 members 
Entering Unmasked Estep 
Score: -1214493.875000 Penalty: 959.893921
	Iteration 53Q: 3 clusters Score -1214494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 36753 members 
Entering Unmasked Estep 
Score: -1214497.625000 Penalty: 959.893921
	Iteration 54Q: 3 clusters Score -1214498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 36762 members 
Entering Unmasked Estep 
Score: -1214499.375000 Penalty: 959.893921
	Iteration 55Q: 3 clusters Score -1214499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 36768 members 
Entering Unmasked Estep 
Score: -1214498.125000 Penalty: 959.893921
	Iteration 56Q: 3 clusters Score -1214498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -1214497.250000 Penalty: 959.893921
	Iteration 57Q: 3 clusters Score -1214497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -1214496.375000 Penalty: 959.893921
	Iteration 58Q: 3 clusters Score -1214496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -1214496.875000 Penalty: 959.893921
	Iteration 59Q: 3 clusters Score -1214497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -1214498.875000 Penalty: 959.893921
	Iteration 60F: 3 clusters Score -1214499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6740 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3273 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 8 contains 6823 members 
Mstep: Class 9 contains 150077 members 
Mstep: Class 10 contains 23161 members 
Mstep: Class 11 contains 308 members 
Mstep: Class 12 contains 1338 members 
Mstep: Class 13 contains 18584 members 
Mstep: Class 14 contains 6703 members 
Mstep: Class 15 contains 19938 members 
Mstep: Class 16 contains 129800 members 
Mstep: Class 17 contains 6216 members 
Mstep: Class 18 contains 5678 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7126 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 36266 members 
Mstep: Class 24 contains 1957 members 
Mstep: Class 25 contains 36774 members 
Entering Unmasked Estep 
Score: -15731621.000000 Penalty: 14978.081055
Splitting cluster 12 changes total score from -15731696.000000 to -15731621.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (18584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Entering Unmasked Estep 
Score: -627795.375000 Penalty: 447.267548
	Iteration 0F: 2 clusters Score -627795.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -615582.250000 Penalty: 894.535095
	Iteration 0F: 3 clusters Score -615582.2 nChanged 8750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -621176.250000 Penalty: 894.535095
	Iteration 1F: 3 clusters Score -621176.2 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -622062.187500 Penalty: 894.535095
	Iteration 2F: 3 clusters Score -622062.2 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -623332.500000 Penalty: 894.535095
	Iteration 3F: 3 clusters Score -623332.5 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -624835.625000 Penalty: 894.535095
	Iteration 4F: 3 clusters Score -624835.6 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -626210.687500 Penalty: 894.535095
	Iteration 5F: 3 clusters Score -626210.7 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -626901.812500 Penalty: 894.535095
	Iteration 6Q: 3 clusters Score -626901.8 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -627182.187500 Penalty: 894.535095
	Iteration 7Q: 3 clusters Score -627182.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -627295.312500 Penalty: 894.535095
	Iteration 8Q: 3 clusters Score -627295.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -627365.937500 Penalty: 894.535095
	Iteration 9Q: 3 clusters Score -627365.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -627406.562500 Penalty: 894.535095
	Iteration 10Q: 3 clusters Score -627406.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -627419.812500 Penalty: 894.535095
	Iteration 11Q: 3 clusters Score -627419.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -627423.562500 Penalty: 894.535095
	Iteration 12Q: 3 clusters Score -627423.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -627423.937500 Penalty: 894.535095
	Iteration 13Q: 3 clusters Score -627423.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -627424.000000 Penalty: 894.535095
	Iteration 14Q: 3 clusters Score -627424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -627425.500000 Penalty: 894.535095
	Iteration 15Q: 3 clusters Score -627425.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -627425.187500 Penalty: 894.535095
	Iteration 16Q: 3 clusters Score -627425.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -627426.312500 Penalty: 894.535095
	Iteration 17Q: 3 clusters Score -627426.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -627426.312500 Penalty: 894.535095
	Iteration 18Q: 3 clusters Score -627426.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -627426.312500 Penalty: 894.535095
	Iteration 19F: 3 clusters Score -627426.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Entering Unmasked Estep 
Score: -195525.281250 Penalty: 400.869110
	Iteration 0F: 2 clusters Score -195525.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -190992.468750 Penalty: 801.738220
	Iteration 0F: 3 clusters Score -190992.5 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -192794.750000 Penalty: 801.738220
	Iteration 1F: 3 clusters Score -192794.8 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -192997.406250 Penalty: 801.738220
	Iteration 2F: 3 clusters Score -192997.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -193193.921875 Penalty: 801.738220
	Iteration 3F: 3 clusters Score -193193.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -193414.265625 Penalty: 801.738220
	Iteration 4F: 3 clusters Score -193414.3 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -193620.281250 Penalty: 801.738220
	Iteration 5F: 3 clusters Score -193620.3 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -193802.937500 Penalty: 801.738220
	Iteration 6Q: 3 clusters Score -193802.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -193971.156250 Penalty: 801.738220
	Iteration 7Q: 3 clusters Score -193971.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -194127.015625 Penalty: 801.738220
	Iteration 8Q: 3 clusters Score -194127 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -194277.375000 Penalty: 801.738220
	Iteration 9Q: 3 clusters Score -194277.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -194405.031250 Penalty: 801.738220
	Iteration 10Q: 3 clusters Score -194405 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -194507.296875 Penalty: 801.738220
	Iteration 11Q: 3 clusters Score -194507.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -194597.078125 Penalty: 801.738220
	Iteration 12Q: 3 clusters Score -194597.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -194673.921875 Penalty: 801.738220
	Iteration 13Q: 3 clusters Score -194673.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -194744.359375 Penalty: 801.738220
	Iteration 14Q: 3 clusters Score -194744.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -194805.125000 Penalty: 801.738220
	Iteration 15Q: 3 clusters Score -194805.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -194859.687500 Penalty: 801.738220
	Iteration 16Q: 3 clusters Score -194859.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -194915.015625 Penalty: 801.738220
	Iteration 17Q: 3 clusters Score -194915 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -194969.468750 Penalty: 801.738220
	Iteration 18Q: 3 clusters Score -194969.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -195010.515625 Penalty: 801.738220
	Iteration 19Q: 3 clusters Score -195010.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -195041.171875 Penalty: 801.738220
	Iteration 20F: 3 clusters Score -195041.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -195064.468750 Penalty: 801.738220
	Iteration 21Q: 3 clusters Score -195064.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -195082.468750 Penalty: 801.738220
	Iteration 22Q: 3 clusters Score -195082.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -195097.578125 Penalty: 801.738220
	Iteration 23Q: 3 clusters Score -195097.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -195114.437500 Penalty: 801.738220
	Iteration 24Q: 3 clusters Score -195114.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -195129.578125 Penalty: 801.738220
	Iteration 25Q: 3 clusters Score -195129.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -195140.937500 Penalty: 801.738220
	Iteration 26Q: 3 clusters Score -195140.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -195152.046875 Penalty: 801.738220
	Iteration 27Q: 3 clusters Score -195152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -195160.109375 Penalty: 801.738220
	Iteration 28Q: 3 clusters Score -195160.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -195166.734375 Penalty: 801.738220
	Iteration 29Q: 3 clusters Score -195166.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -195175.093750 Penalty: 801.738220
	Iteration 30Q: 3 clusters Score -195175.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -195188.109375 Penalty: 801.738220
	Iteration 31Q: 3 clusters Score -195188.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -195196.156250 Penalty: 801.738220
	Iteration 32Q: 3 clusters Score -195196.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -195206.421875 Penalty: 801.738220
	Iteration 33Q: 3 clusters Score -195206.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -195215.062500 Penalty: 801.738220
	Iteration 34Q: 3 clusters Score -195215.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -195222.406250 Penalty: 801.738220
	Iteration 35Q: 3 clusters Score -195222.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -195228.078125 Penalty: 801.738220
	Iteration 36Q: 3 clusters Score -195228.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -195232.187500 Penalty: 801.738220
	Iteration 37Q: 3 clusters Score -195232.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -195235.171875 Penalty: 801.738220
	Iteration 38Q: 3 clusters Score -195235.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -195235.203125 Penalty: 801.738220
	Iteration 39Q: 3 clusters Score -195235.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -195235.796875 Penalty: 801.738220
	Iteration 40F: 3 clusters Score -195235.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Entering Unmasked Estep 
Score: -652168.000000 Penalty: 450.467438
	Iteration 0F: 2 clusters Score -652168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -638929.500000 Penalty: 900.934875
	Iteration 0F: 3 clusters Score -638929.5 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -644511.500000 Penalty: 900.934875
	Iteration 1F: 3 clusters Score -644511.5 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -644846.875000 Penalty: 900.934875
	Iteration 2Q: 3 clusters Score -644846.9 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -645238.437500 Penalty: 900.934875
	Iteration 3Q: 3 clusters Score -645238.4 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -645735.875000 Penalty: 900.934875
	Iteration 4Q: 3 clusters Score -645735.9 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -646300.687500 Penalty: 900.934875
	Iteration 5F: 3 clusters Score -646300.7 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -646990.125000 Penalty: 900.934875
	Iteration 6F: 3 clusters Score -646990.1 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10016 members 
Entering Unmasked Estep 
Score: -647680.375000 Penalty: 900.934875
	Iteration 7F: 3 clusters Score -647680.4 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -648238.937500 Penalty: 900.934875
	Iteration 8F: 3 clusters Score -648238.9 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -648534.375000 Penalty: 900.934875
	Iteration 9Q: 3 clusters Score -648534.4 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -648670.437500 Penalty: 900.934875
	Iteration 10Q: 3 clusters Score -648670.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -648746.562500 Penalty: 900.934875
	Iteration 11Q: 3 clusters Score -648746.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -648821.750000 Penalty: 900.934875
	Iteration 12Q: 3 clusters Score -648821.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 10620 members 
Entering Unmasked Estep 
Score: -648894.062500 Penalty: 900.934875
	Iteration 13Q: 3 clusters Score -648894.1 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -648957.437500 Penalty: 900.934875
	Iteration 14Q: 3 clusters Score -648957.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -649016.625000 Penalty: 900.934875
	Iteration 15Q: 3 clusters Score -649016.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -649066.437500 Penalty: 900.934875
	Iteration 16Q: 3 clusters Score -649066.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -649126.125000 Penalty: 900.934875
	Iteration 17Q: 3 clusters Score -649126.1 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -649179.562500 Penalty: 900.934875
	Iteration 18Q: 3 clusters Score -649179.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -649228.937500 Penalty: 900.934875
	Iteration 19Q: 3 clusters Score -649228.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -649275.875000 Penalty: 900.934875
	Iteration 20F: 3 clusters Score -649275.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -649322.312500 Penalty: 900.934875
	Iteration 21Q: 3 clusters Score -649322.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -649369.812500 Penalty: 900.934875
	Iteration 22Q: 3 clusters Score -649369.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -649414.562500 Penalty: 900.934875
	Iteration 23Q: 3 clusters Score -649414.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -649457.750000 Penalty: 900.934875
	Iteration 24Q: 3 clusters Score -649457.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -649499.812500 Penalty: 900.934875
	Iteration 25Q: 3 clusters Score -649499.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -649540.812500 Penalty: 900.934875
	Iteration 26Q: 3 clusters Score -649540.8 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 11966 members 
Entering Unmasked Estep 
Score: -649583.125000 Penalty: 900.934875
	Iteration 27Q: 3 clusters Score -649583.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -649620.625000 Penalty: 900.934875
	Iteration 28Q: 3 clusters Score -649620.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -649659.062500 Penalty: 900.934875
	Iteration 29Q: 3 clusters Score -649659.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -649698.750000 Penalty: 900.934875
	Iteration 30Q: 3 clusters Score -649698.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -649729.562500 Penalty: 900.934875
	Iteration 31Q: 3 clusters Score -649729.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -649753.187500 Penalty: 900.934875
	Iteration 32Q: 3 clusters Score -649753.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -649781.312500 Penalty: 900.934875
	Iteration 33Q: 3 clusters Score -649781.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -649801.562500 Penalty: 900.934875
	Iteration 34Q: 3 clusters Score -649801.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -649817.937500 Penalty: 900.934875
	Iteration 35Q: 3 clusters Score -649817.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -649834.375000 Penalty: 900.934875
	Iteration 36Q: 3 clusters Score -649834.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -649845.500000 Penalty: 900.934875
	Iteration 37Q: 3 clusters Score -649845.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -649859.812500 Penalty: 900.934875
	Iteration 38Q: 3 clusters Score -649859.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -649868.562500 Penalty: 900.934875
	Iteration 39Q: 3 clusters Score -649868.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -649878.437500 Penalty: 900.934875
	Iteration 40F: 3 clusters Score -649878.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -649892.625000 Penalty: 900.934875
	Iteration 41Q: 3 clusters Score -649892.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -649905.500000 Penalty: 900.934875
	Iteration 42Q: 3 clusters Score -649905.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -649924.000000 Penalty: 900.934875
	Iteration 43Q: 3 clusters Score -649924 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -649944.125000 Penalty: 900.934875
	Iteration 44Q: 3 clusters Score -649944.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -649964.062500 Penalty: 900.934875
	Iteration 45Q: 3 clusters Score -649964.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -649984.875000 Penalty: 900.934875
	Iteration 46Q: 3 clusters Score -649984.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -650011.625000 Penalty: 900.934875
	Iteration 47Q: 3 clusters Score -650011.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -650044.500000 Penalty: 900.934875
	Iteration 48Q: 3 clusters Score -650044.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -650087.250000 Penalty: 900.934875
	Iteration 49Q: 3 clusters Score -650087.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -650129.125000 Penalty: 900.934875
	Iteration 50Q: 3 clusters Score -650129.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 14730 members 
Entering Unmasked Estep 
Score: -650180.000000 Penalty: 900.934875
	Iteration 51Q: 3 clusters Score -650180 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -650234.875000 Penalty: 900.934875
	Iteration 52Q: 3 clusters Score -650234.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -650295.687500 Penalty: 900.934875
	Iteration 53Q: 3 clusters Score -650295.7 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -650367.500000 Penalty: 900.934875
	Iteration 54Q: 3 clusters Score -650367.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -650447.375000 Penalty: 900.934875
	Iteration 55Q: 3 clusters Score -650447.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -650532.187500 Penalty: 900.934875
	Iteration 56Q: 3 clusters Score -650532.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -650627.750000 Penalty: 900.934875
	Iteration 57Q: 3 clusters Score -650627.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -650716.625000 Penalty: 900.934875
	Iteration 58Q: 3 clusters Score -650716.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -650809.125000 Penalty: 900.934875
	Iteration 59Q: 3 clusters Score -650809.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -650910.312500 Penalty: 900.934875
	Iteration 60F: 3 clusters Score -650910.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -650997.500000 Penalty: 900.934875
	Iteration 61Q: 3 clusters Score -650997.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -651083.375000 Penalty: 900.934875
	Iteration 62Q: 3 clusters Score -651083.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -651149.500000 Penalty: 900.934875
	Iteration 63Q: 3 clusters Score -651149.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -651205.312500 Penalty: 900.934875
	Iteration 64Q: 3 clusters Score -651205.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -651253.062500 Penalty: 900.934875
	Iteration 65Q: 3 clusters Score -651253.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -651301.812500 Penalty: 900.934875
	Iteration 66Q: 3 clusters Score -651301.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -651353.625000 Penalty: 900.934875
	Iteration 67Q: 3 clusters Score -651353.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -651404.812500 Penalty: 900.934875
	Iteration 68Q: 3 clusters Score -651404.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -651448.250000 Penalty: 900.934875
	Iteration 69Q: 3 clusters Score -651448.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -651481.250000 Penalty: 900.934875
	Iteration 70Q: 3 clusters Score -651481.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -651513.250000 Penalty: 900.934875
	Iteration 71Q: 3 clusters Score -651513.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -651545.750000 Penalty: 900.934875
	Iteration 72Q: 3 clusters Score -651545.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -651571.000000 Penalty: 900.934875
	Iteration 73Q: 3 clusters Score -651571 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -651593.062500 Penalty: 900.934875
	Iteration 74Q: 3 clusters Score -651593.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -651605.687500 Penalty: 900.934875
	Iteration 75Q: 3 clusters Score -651605.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -651619.000000 Penalty: 900.934875
	Iteration 76Q: 3 clusters Score -651619 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -651633.000000 Penalty: 900.934875
	Iteration 77Q: 3 clusters Score -651633 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -651644.375000 Penalty: 900.934875
	Iteration 78Q: 3 clusters Score -651644.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -651650.125000 Penalty: 900.934875
	Iteration 79Q: 3 clusters Score -651650.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -651654.625000 Penalty: 900.934875
	Iteration 80F: 3 clusters Score -651654.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -651662.312500 Penalty: 900.934875
	Iteration 81Q: 3 clusters Score -651662.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -651671.875000 Penalty: 900.934875
	Iteration 82Q: 3 clusters Score -651671.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -651684.937500 Penalty: 900.934875
	Iteration 83Q: 3 clusters Score -651684.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -651690.000000 Penalty: 900.934875
	Iteration 84Q: 3 clusters Score -651690 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -651700.000000 Penalty: 900.934875
	Iteration 85Q: 3 clusters Score -651700 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -651712.187500 Penalty: 900.934875
	Iteration 86Q: 3 clusters Score -651712.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -651716.937500 Penalty: 900.934875
	Iteration 87Q: 3 clusters Score -651716.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -651721.125000 Penalty: 900.934875
	Iteration 88Q: 3 clusters Score -651721.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -651727.062500 Penalty: 900.934875
	Iteration 89Q: 3 clusters Score -651727.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -651732.437500 Penalty: 900.934875
	Iteration 90Q: 3 clusters Score -651732.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -651738.500000 Penalty: 900.934875
	Iteration 91Q: 3 clusters Score -651738.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -651745.125000 Penalty: 900.934875
	Iteration 92Q: 3 clusters Score -651745.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -651749.937500 Penalty: 900.934875
	Iteration 93Q: 3 clusters Score -651749.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -651753.687500 Penalty: 900.934875
	Iteration 94Q: 3 clusters Score -651753.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -651756.937500 Penalty: 900.934875
	Iteration 95Q: 3 clusters Score -651756.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -651762.437500 Penalty: 900.934875
	Iteration 96Q: 3 clusters Score -651762.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -651765.562500 Penalty: 900.934875
	Iteration 97Q: 3 clusters Score -651765.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -651765.500000 Penalty: 900.934875
	Iteration 98Q: 3 clusters Score -651765.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -651769.312500 Penalty: 900.934875
	Iteration 99Q: 3 clusters Score -651769.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -651771.750000 Penalty: 900.934875
	Iteration 100F: 3 clusters Score -651771.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -651774.187500 Penalty: 900.934875
	Iteration 101Q: 3 clusters Score -651774.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -651776.062500 Penalty: 900.934875
	Iteration 102Q: 3 clusters Score -651776.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -651775.937500 Penalty: 900.934875
	Iteration 103Q: 3 clusters Score -651775.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -651779.312500 Penalty: 900.934875
	Iteration 104Q: 3 clusters Score -651779.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -651780.812500 Penalty: 900.934875
	Iteration 105Q: 3 clusters Score -651780.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 19412 members 
Entering Unmasked Estep 
Score: -651781.500000 Penalty: 900.934875
	Iteration 106Q: 3 clusters Score -651781.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -651780.937500 Penalty: 900.934875
	Iteration 107Q: 3 clusters Score -651780.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 19420 members 
Entering Unmasked Estep 
Score: -651782.000000 Penalty: 900.934875
	Iteration 108Q: 3 clusters Score -651782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -651781.812500 Penalty: 900.934875
	Iteration 109Q: 3 clusters Score -651781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -651783.062500 Penalty: 900.934875
	Iteration 110Q: 3 clusters Score -651783.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -651783.312500 Penalty: 900.934875
	Iteration 111Q: 3 clusters Score -651783.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19433 members 
Entering Unmasked Estep 
Score: -651784.812500 Penalty: 900.934875
	Iteration 112Q: 3 clusters Score -651784.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -651785.312500 Penalty: 900.934875
	Iteration 113Q: 3 clusters Score -651785.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -651784.125000 Penalty: 900.934875
	Iteration 114Q: 3 clusters Score -651784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -651785.000000 Penalty: 900.934875
	Iteration 115Q: 3 clusters Score -651785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -651785.812500 Penalty: 900.934875
	Iteration 116Q: 3 clusters Score -651785.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 19457 members 
Entering Unmasked Estep 
Score: -651787.625000 Penalty: 900.934875
	Iteration 117Q: 3 clusters Score -651787.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -651788.125000 Penalty: 900.934875
	Iteration 118Q: 3 clusters Score -651788.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 19469 members 
Entering Unmasked Estep 
Score: -651790.750000 Penalty: 900.934875
	Iteration 119Q: 3 clusters Score -651790.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -651790.750000 Penalty: 900.934875
	Iteration 120F: 3 clusters Score -651790.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -651791.750000 Penalty: 900.934875
	Iteration 121Q: 3 clusters Score -651791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -651792.812500 Penalty: 900.934875
	Iteration 122Q: 3 clusters Score -651792.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -651794.812500 Penalty: 900.934875
	Iteration 123Q: 3 clusters Score -651794.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -651795.187500 Penalty: 900.934875
	Iteration 124Q: 3 clusters Score -651795.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -651797.875000 Penalty: 900.934875
	Iteration 125Q: 3 clusters Score -651797.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -651799.250000 Penalty: 900.934875
	Iteration 126Q: 3 clusters Score -651799.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -651800.312500 Penalty: 900.934875
	Iteration 127Q: 3 clusters Score -651800.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -651802.187500 Penalty: 900.934875
	Iteration 128Q: 3 clusters Score -651802.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -651802.437500 Penalty: 900.934875
	Iteration 129Q: 3 clusters Score -651802.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -651803.125000 Penalty: 900.934875
	Iteration 130Q: 3 clusters Score -651803.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -651803.250000 Penalty: 900.934875
	Iteration 131Q: 3 clusters Score -651803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -651804.250000 Penalty: 900.934875
	Iteration 132Q: 3 clusters Score -651804.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -651805.625000 Penalty: 900.934875
	Iteration 133Q: 3 clusters Score -651805.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 19527 members 
Entering Unmasked Estep 
Score: -651806.125000 Penalty: 900.934875
	Iteration 134Q: 3 clusters Score -651806.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -651807.000000 Penalty: 900.934875
	Iteration 135Q: 3 clusters Score -651807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -651808.062500 Penalty: 900.934875
	Iteration 136Q: 3 clusters Score -651808.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -651808.312500 Penalty: 900.934875
	Iteration 137Q: 3 clusters Score -651808.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -651808.312500 Penalty: 900.934875
	Iteration 138F: 3 clusters Score -651808.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (129800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129800 members 
Entering Unmasked Estep 
Score: -4243845.500000 Penalty: 535.705627
	Iteration 0F: 2 clusters Score -4243846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64810 members 
Mstep: Class 2 contains 64990 members 
Entering Unmasked Estep 
Score: -4155695.250000 Penalty: 1071.411255
	Iteration 0F: 3 clusters Score -4155695 nChanged 63621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62503 members 
Mstep: Class 2 contains 67297 members 
Entering Unmasked Estep 
Score: -4193348.500000 Penalty: 1071.411255
	Iteration 1F: 3 clusters Score -4193348 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60607 members 
Mstep: Class 2 contains 69193 members 
Entering Unmasked Estep 
Score: -4194456.000000 Penalty: 1071.411255
	Iteration 2Q: 3 clusters Score -4194456 nChanged 5300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 72505 members 
Entering Unmasked Estep 
Score: -4196162.000000 Penalty: 1071.411255
	Iteration 3Q: 3 clusters Score -4196162 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 78007 members 
Entering Unmasked Estep 
Score: -4199315.500000 Penalty: 1071.411255
	Iteration 4F: 3 clusters Score -4199316 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43445 members 
Mstep: Class 2 contains 86355 members 
Entering Unmasked Estep 
Score: -4205186.500000 Penalty: 1071.411255
	Iteration 5F: 3 clusters Score -4205186 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 96539 members 
Entering Unmasked Estep 
Score: -4213532.500000 Penalty: 1071.411255
	Iteration 6F: 3 clusters Score -4213532 nChanged 10287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 106536 members 
Entering Unmasked Estep 
Score: -4222613.000000 Penalty: 1071.411255
	Iteration 7F: 3 clusters Score -4222613 nChanged 8213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 114627 members 
Entering Unmasked Estep 
Score: -4230377.500000 Penalty: 1071.411255
	Iteration 8F: 3 clusters Score -4230378 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 120201 members 
Entering Unmasked Estep 
Score: -4235857.000000 Penalty: 1071.411255
	Iteration 9Q: 3 clusters Score -4235857 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 123520 members 
Entering Unmasked Estep 
Score: -4239173.000000 Penalty: 1071.411255
	Iteration 10Q: 3 clusters Score -4239173 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 125390 members 
Entering Unmasked Estep 
Score: -4240882.000000 Penalty: 1071.411255
	Iteration 11Q: 3 clusters Score -4240882 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 126532 members 
Entering Unmasked Estep 
Score: -4241838.000000 Penalty: 1071.411255
	Iteration 12Q: 3 clusters Score -4241838 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 127295 members 
Entering Unmasked Estep 
Score: -4242398.000000 Penalty: 1071.411255
	Iteration 13Q: 3 clusters Score -4242398 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 127820 members 
Entering Unmasked Estep 
Score: -4242732.500000 Penalty: 1071.411255
	Iteration 14Q: 3 clusters Score -4242732 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 128181 members 
Entering Unmasked Estep 
Score: -4242953.000000 Penalty: 1071.411255
	Iteration 15Q: 3 clusters Score -4242953 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 128454 members 
Entering Unmasked Estep 
Score: -4243093.500000 Penalty: 1071.411255
	Iteration 16Q: 3 clusters Score -4243094 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 128656 members 
Entering Unmasked Estep 
Score: -4243196.000000 Penalty: 1071.411255
	Iteration 17Q: 3 clusters Score -4243196 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 128796 members 
Entering Unmasked Estep 
Score: -4243253.000000 Penalty: 1071.411255
	Iteration 18Q: 3 clusters Score -4243253 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 128901 members 
Entering Unmasked Estep 
Score: -4243297.500000 Penalty: 1071.411255
	Iteration 19Q: 3 clusters Score -4243298 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 128983 members 
Entering Unmasked Estep 
Score: -4243336.500000 Penalty: 1071.411255
	Iteration 20F: 3 clusters Score -4243336 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 129040 members 
Entering Unmasked Estep 
Score: -4243355.000000 Penalty: 1071.411255
	Iteration 21Q: 3 clusters Score -4243355 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 129084 members 
Entering Unmasked Estep 
Score: -4243363.500000 Penalty: 1071.411255
	Iteration 22Q: 3 clusters Score -4243364 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 129117 members 
Entering Unmasked Estep 
Score: -4243370.500000 Penalty: 1071.411255
	Iteration 23Q: 3 clusters Score -4243370 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 129146 members 
Entering Unmasked Estep 
Score: -4243369.000000 Penalty: 1071.411255
	Iteration 24Q: 3 clusters Score -4243369 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 129171 members 
Entering Unmasked Estep 
Score: -4243377.000000 Penalty: 1071.411255
	Iteration 25Q: 3 clusters Score -4243377 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 129194 members 
Entering Unmasked Estep 
Score: -4243373.500000 Penalty: 1071.411255
	Iteration 26Q: 3 clusters Score -4243374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 129213 members 
Entering Unmasked Estep 
Score: -4243372.500000 Penalty: 1071.411255
	Iteration 27Q: 3 clusters Score -4243372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 129231 members 
Entering Unmasked Estep 
Score: -4243382.500000 Penalty: 1071.411255
	Iteration 28Q: 3 clusters Score -4243382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 129243 members 
Entering Unmasked Estep 
Score: -4243383.500000 Penalty: 1071.411255
	Iteration 29Q: 3 clusters Score -4243384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 129251 members 
Entering Unmasked Estep 
Score: -4243382.500000 Penalty: 1071.411255
	Iteration 30Q: 3 clusters Score -4243382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 129258 members 
Entering Unmasked Estep 
Score: -4243387.500000 Penalty: 1071.411255
	Iteration 31Q: 3 clusters Score -4243388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 129269 members 
Entering Unmasked Estep 
Score: -4243394.500000 Penalty: 1071.411255
	Iteration 32Q: 3 clusters Score -4243394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 129279 members 
Entering Unmasked Estep 
Score: -4243405.000000 Penalty: 1071.411255
	Iteration 33Q: 3 clusters Score -4243405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 129286 members 
Entering Unmasked Estep 
Score: -4243408.000000 Penalty: 1071.411255
	Iteration 34Q: 3 clusters Score -4243408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 129296 members 
Entering Unmasked Estep 
Score: -4243410.500000 Penalty: 1071.411255
	Iteration 35Q: 3 clusters Score -4243410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 129303 members 
Entering Unmasked Estep 
Score: -4243415.500000 Penalty: 1071.411255
	Iteration 36Q: 3 clusters Score -4243416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 129313 members 
Entering Unmasked Estep 
Score: -4243421.000000 Penalty: 1071.411255
	Iteration 37Q: 3 clusters Score -4243421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 129316 members 
Entering Unmasked Estep 
Score: -4243425.000000 Penalty: 1071.411255
	Iteration 38Q: 3 clusters Score -4243425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 129319 members 
Entering Unmasked Estep 
Score: -4243426.500000 Penalty: 1071.411255
	Iteration 39Q: 3 clusters Score -4243426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 129325 members 
Entering Unmasked Estep 
Score: -4243429.500000 Penalty: 1071.411255
	Iteration 40F: 3 clusters Score -4243430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 129330 members 
Entering Unmasked Estep 
Score: -4243432.500000 Penalty: 1071.411255
	Iteration 41Q: 3 clusters Score -4243432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 129333 members 
Entering Unmasked Estep 
Score: -4243430.500000 Penalty: 1071.411255
	Iteration 42Q: 3 clusters Score -4243430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 129336 members 
Entering Unmasked Estep 
Score: -4243437.000000 Penalty: 1071.411255
	Iteration 43Q: 3 clusters Score -4243437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 129339 members 
Entering Unmasked Estep 
Score: -4243437.000000 Penalty: 1071.411255
	Iteration 44Q: 3 clusters Score -4243437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 129342 members 
Entering Unmasked Estep 
Score: -4243437.500000 Penalty: 1071.411255
	Iteration 45Q: 3 clusters Score -4243438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 129344 members 
Entering Unmasked Estep 
Score: -4243438.000000 Penalty: 1071.411255
	Iteration 46Q: 3 clusters Score -4243438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 129345 members 
Entering Unmasked Estep 
Score: -4243440.000000 Penalty: 1071.411255
	Iteration 47Q: 3 clusters Score -4243440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 129345 members 
Entering Unmasked Estep 
Score: -4243437.500000 Penalty: 1071.411255
	Iteration 48Q: 3 clusters Score -4243438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 129345 members 
Entering Unmasked Estep 
Score: -4243439.500000 Penalty: 1071.411255
	Iteration 49Q: 3 clusters Score -4243440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 129347 members 
Entering Unmasked Estep 
Score: -4243436.500000 Penalty: 1071.411255
	Iteration 50Q: 3 clusters Score -4243436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 129349 members 
Entering Unmasked Estep 
Score: -4243438.500000 Penalty: 1071.411255
	Iteration 51Q: 3 clusters Score -4243438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 129348 members 
Entering Unmasked Estep 
Score: -4243437.500000 Penalty: 1071.411255
	Iteration 52Q: 3 clusters Score -4243438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 129348 members 
Entering Unmasked Estep 
Score: -4243437.500000 Penalty: 1071.411255
	Iteration 53F: 3 clusters Score -4243438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Entering Unmasked Estep 
Score: -199209.937500 Penalty: 397.437134
	Iteration 0F: 2 clusters Score -199209.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -195002.843750 Penalty: 794.874268
	Iteration 0F: 3 clusters Score -195002.8 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -196720.171875 Penalty: 794.874268
	Iteration 1F: 3 clusters Score -196720.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -197033.546875 Penalty: 794.874268
	Iteration 2F: 3 clusters Score -197033.5 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -197433.593750 Penalty: 794.874268
	Iteration 3F: 3 clusters Score -197433.6 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -197873.437500 Penalty: 794.874268
	Iteration 4F: 3 clusters Score -197873.4 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -198272.031250 Penalty: 794.874268
	Iteration 5F: 3 clusters Score -198272 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -198551.171875 Penalty: 794.874268
	Iteration 6F: 3 clusters Score -198551.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -198708.343750 Penalty: 794.874268
	Iteration 7Q: 3 clusters Score -198708.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -198796.703125 Penalty: 794.874268
	Iteration 8Q: 3 clusters Score -198796.7 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -198867.453125 Penalty: 794.874268
	Iteration 9Q: 3 clusters Score -198867.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -198947.468750 Penalty: 794.874268
	Iteration 10Q: 3 clusters Score -198947.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -199020.218750 Penalty: 794.874268
	Iteration 11Q: 3 clusters Score -199020.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -199085.343750 Penalty: 794.874268
	Iteration 12Q: 3 clusters Score -199085.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -199140.015625 Penalty: 794.874268
	Iteration 13Q: 3 clusters Score -199140 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -199178.593750 Penalty: 794.874268
	Iteration 14Q: 3 clusters Score -199178.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -199207.484375 Penalty: 794.874268
	Iteration 15Q: 3 clusters Score -199207.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -199224.156250 Penalty: 794.874268
	Iteration 16Q: 3 clusters Score -199224.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -199236.421875 Penalty: 794.874268
	Iteration 17Q: 3 clusters Score -199236.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -199248.046875 Penalty: 794.874268
	Iteration 18Q: 3 clusters Score -199248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -199251.453125 Penalty: 794.874268
	Iteration 19Q: 3 clusters Score -199251.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -199253.093750 Penalty: 794.874268
	Iteration 20F: 3 clusters Score -199253.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -199255.015625 Penalty: 794.874268
	Iteration 21Q: 3 clusters Score -199255 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -199257.843750 Penalty: 794.874268
	Iteration 22Q: 3 clusters Score -199257.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -199259.796875 Penalty: 794.874268
	Iteration 23Q: 3 clusters Score -199259.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -199260.125000 Penalty: 794.874268
	Iteration 24Q: 3 clusters Score -199260.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -199261.156250 Penalty: 794.874268
	Iteration 25Q: 3 clusters Score -199261.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -199262.078125 Penalty: 794.874268
	Iteration 26Q: 3 clusters Score -199262.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -199262.906250 Penalty: 794.874268
	Iteration 27Q: 3 clusters Score -199262.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -199263.390625 Penalty: 794.874268
	Iteration 28Q: 3 clusters Score -199263.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -199264.046875 Penalty: 794.874268
	Iteration 29Q: 3 clusters Score -199264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -199264.546875 Penalty: 794.874268
	Iteration 30Q: 3 clusters Score -199264.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -199264.718750 Penalty: 794.874268
	Iteration 31Q: 3 clusters Score -199264.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -199265.171875 Penalty: 794.874268
	Iteration 32Q: 3 clusters Score -199265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -199264.937500 Penalty: 794.874268
	Iteration 33Q: 3 clusters Score -199264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -199265.156250 Penalty: 794.874268
	Iteration 34Q: 3 clusters Score -199265.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -199265.156250 Penalty: 794.874268
	Iteration 35F: 3 clusters Score -199265.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6740 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3273 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 8 contains 6823 members 
Mstep: Class 9 contains 150077 members 
Mstep: Class 10 contains 23161 members 
Mstep: Class 11 contains 308 members 
Mstep: Class 12 contains 38112 members 
Mstep: Class 13 contains 18584 members 
Mstep: Class 14 contains 6703 members 
Mstep: Class 15 contains 19938 members 
Mstep: Class 16 contains 129800 members 
Mstep: Class 17 contains 4406 members 
Mstep: Class 18 contains 5678 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7126 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 36266 members 
Mstep: Class 24 contains 1957 members 
Mstep: Class 25 contains 1810 members 
Entering Unmasked Estep 
Score: -15731501.000000 Penalty: 14978.081055
Splitting cluster 17 changes total score from -15731696.000000 to -15731501.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (5678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Entering Unmasked Estep 
Score: -166850.312500 Penalty: 393.318115
	Iteration 0F: 2 clusters Score -166850.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -162976.000000 Penalty: 786.636230
	Iteration 0F: 3 clusters Score -162976 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -164566.375000 Penalty: 786.636230
	Iteration 1F: 3 clusters Score -164566.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -164844.984375 Penalty: 786.636230
	Iteration 2F: 3 clusters Score -164845 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -165117.921875 Penalty: 786.636230
	Iteration 3F: 3 clusters Score -165117.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -165409.859375 Penalty: 786.636230
	Iteration 4F: 3 clusters Score -165409.9 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -165735.984375 Penalty: 786.636230
	Iteration 5F: 3 clusters Score -165736 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -165991.953125 Penalty: 786.636230
	Iteration 6F: 3 clusters Score -165992 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -166208.750000 Penalty: 786.636230
	Iteration 7Q: 3 clusters Score -166208.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -166350.578125 Penalty: 786.636230
	Iteration 8Q: 3 clusters Score -166350.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -166458.015625 Penalty: 786.636230
	Iteration 9Q: 3 clusters Score -166458 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -166517.375000 Penalty: 786.636230
	Iteration 10Q: 3 clusters Score -166517.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -166548.781250 Penalty: 786.636230
	Iteration 11Q: 3 clusters Score -166548.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -166572.343750 Penalty: 786.636230
	Iteration 12Q: 3 clusters Score -166572.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -166594.718750 Penalty: 786.636230
	Iteration 13Q: 3 clusters Score -166594.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -166613.843750 Penalty: 786.636230
	Iteration 14Q: 3 clusters Score -166613.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -166627.093750 Penalty: 786.636230
	Iteration 15Q: 3 clusters Score -166627.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -166636.125000 Penalty: 786.636230
	Iteration 16Q: 3 clusters Score -166636.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -166641.937500 Penalty: 786.636230
	Iteration 17Q: 3 clusters Score -166641.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -166644.500000 Penalty: 786.636230
	Iteration 18Q: 3 clusters Score -166644.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -166645.437500 Penalty: 786.636230
	Iteration 19Q: 3 clusters Score -166645.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -166645.828125 Penalty: 786.636230
	Iteration 20F: 3 clusters Score -166645.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -166646.031250 Penalty: 786.636230
	Iteration 21Q: 3 clusters Score -166646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -166646.031250 Penalty: 786.636230
	Iteration 22F: 3 clusters Score -166646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3419 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Entering Unmasked Estep 
Score: -116696.007812 Penalty: 370.238190
	Iteration 0F: 2 clusters Score -116696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -114299.609375 Penalty: 740.476379
	Iteration 0F: 3 clusters Score -114299.6 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -115120.656250 Penalty: 740.476379
	Iteration 1F: 3 clusters Score -115120.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -115197.203125 Penalty: 740.476379
	Iteration 2F: 3 clusters Score -115197.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -115272.304688 Penalty: 740.476379
	Iteration 3Q: 3 clusters Score -115272.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -115352.375000 Penalty: 740.476379
	Iteration 4F: 3 clusters Score -115352.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -115444.984375 Penalty: 740.476379
	Iteration 5F: 3 clusters Score -115445 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -115526.023438 Penalty: 740.476379
	Iteration 6Q: 3 clusters Score -115526 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -115591.296875 Penalty: 740.476379
	Iteration 7Q: 3 clusters Score -115591.3 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -115666.460938 Penalty: 740.476379
	Iteration 8Q: 3 clusters Score -115666.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -115754.578125 Penalty: 740.476379
	Iteration 9Q: 3 clusters Score -115754.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -115841.765625 Penalty: 740.476379
	Iteration 10Q: 3 clusters Score -115841.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -115906.734375 Penalty: 740.476379
	Iteration 11Q: 3 clusters Score -115906.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -115959.429688 Penalty: 740.476379
	Iteration 12Q: 3 clusters Score -115959.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -115984.500000 Penalty: 740.476379
	Iteration 13Q: 3 clusters Score -115984.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -116005.851562 Penalty: 740.476379
	Iteration 14Q: 3 clusters Score -116005.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -116027.750000 Penalty: 740.476379
	Iteration 15Q: 3 clusters Score -116027.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -116043.992188 Penalty: 740.476379
	Iteration 16Q: 3 clusters Score -116044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -116057.148438 Penalty: 740.476379
	Iteration 17Q: 3 clusters Score -116057.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -116070.062500 Penalty: 740.476379
	Iteration 18Q: 3 clusters Score -116070.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -116085.164062 Penalty: 740.476379
	Iteration 19Q: 3 clusters Score -116085.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -116099.039062 Penalty: 740.476379
	Iteration 20F: 3 clusters Score -116099 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -116110.250000 Penalty: 740.476379
	Iteration 21Q: 3 clusters Score -116110.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -116118.101562 Penalty: 740.476379
	Iteration 22Q: 3 clusters Score -116118.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -116124.101562 Penalty: 740.476379
	Iteration 23Q: 3 clusters Score -116124.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -116130.062500 Penalty: 740.476379
	Iteration 24Q: 3 clusters Score -116130.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -116131.812500 Penalty: 740.476379
	Iteration 25Q: 3 clusters Score -116131.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -116132.570312 Penalty: 740.476379
	Iteration 26Q: 3 clusters Score -116132.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -116132.757812 Penalty: 740.476379
	Iteration 27Q: 3 clusters Score -116132.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -116133.320312 Penalty: 740.476379
	Iteration 28Q: 3 clusters Score -116133.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -116133.570312 Penalty: 740.476379
	Iteration 29Q: 3 clusters Score -116133.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -116134.187500 Penalty: 740.476379
	Iteration 30Q: 3 clusters Score -116134.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -116134.726562 Penalty: 740.476379
	Iteration 31Q: 3 clusters Score -116134.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -116135.640625 Penalty: 740.476379
	Iteration 32Q: 3 clusters Score -116135.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -116136.148438 Penalty: 740.476379
	Iteration 33Q: 3 clusters Score -116136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -116136.523438 Penalty: 740.476379
	Iteration 34Q: 3 clusters Score -116136.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -116136.984375 Penalty: 740.476379
	Iteration 35Q: 3 clusters Score -116137 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -116138.210938 Penalty: 740.476379
	Iteration 36Q: 3 clusters Score -116138.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -116139.812500 Penalty: 740.476379
	Iteration 37Q: 3 clusters Score -116139.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -116141.531250 Penalty: 740.476379
	Iteration 38Q: 3 clusters Score -116141.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -116143.000000 Penalty: 740.476379
	Iteration 39Q: 3 clusters Score -116143 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -116145.820312 Penalty: 740.476379
	Iteration 40F: 3 clusters Score -116145.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -116148.757812 Penalty: 740.476379
	Iteration 41Q: 3 clusters Score -116148.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -116152.070312 Penalty: 740.476379
	Iteration 42Q: 3 clusters Score -116152.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -116153.257812 Penalty: 740.476379
	Iteration 43Q: 3 clusters Score -116153.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -116154.179688 Penalty: 740.476379
	Iteration 44Q: 3 clusters Score -116154.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -116155.585938 Penalty: 740.476379
	Iteration 45Q: 3 clusters Score -116155.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -116156.671875 Penalty: 740.476379
	Iteration 46Q: 3 clusters Score -116156.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -116157.250000 Penalty: 740.476379
	Iteration 47Q: 3 clusters Score -116157.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -116158.132812 Penalty: 740.476379
	Iteration 48Q: 3 clusters Score -116158.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -116160.140625 Penalty: 740.476379
	Iteration 49Q: 3 clusters Score -116160.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -116162.289062 Penalty: 740.476379
	Iteration 50Q: 3 clusters Score -116162.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -116163.390625 Penalty: 740.476379
	Iteration 51Q: 3 clusters Score -116163.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -116164.289062 Penalty: 740.476379
	Iteration 52Q: 3 clusters Score -116164.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -116164.648438 Penalty: 740.476379
	Iteration 53Q: 3 clusters Score -116164.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -116165.015625 Penalty: 740.476379
	Iteration 54Q: 3 clusters Score -116165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -116165.234375 Penalty: 740.476379
	Iteration 55Q: 3 clusters Score -116165.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -116166.007812 Penalty: 740.476379
	Iteration 56Q: 3 clusters Score -116166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -116166.375000 Penalty: 740.476379
	Iteration 57Q: 3 clusters Score -116166.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -116166.906250 Penalty: 740.476379
	Iteration 58Q: 3 clusters Score -116166.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -116167.234375 Penalty: 740.476379
	Iteration 59Q: 3 clusters Score -116167.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -116166.968750 Penalty: 740.476379
	Iteration 60F: 3 clusters Score -116167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -116167.906250 Penalty: 740.476379
	Iteration 61Q: 3 clusters Score -116167.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -116168.539062 Penalty: 740.476379
	Iteration 62Q: 3 clusters Score -116168.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -116169.453125 Penalty: 740.476379
	Iteration 63Q: 3 clusters Score -116169.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -116170.382812 Penalty: 740.476379
	Iteration 64Q: 3 clusters Score -116170.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -116170.867188 Penalty: 740.476379
	Iteration 65Q: 3 clusters Score -116170.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -116171.562500 Penalty: 740.476379
	Iteration 66Q: 3 clusters Score -116171.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -116171.546875 Penalty: 740.476379
	Iteration 67Q: 3 clusters Score -116171.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -116171.796875 Penalty: 740.476379
	Iteration 68Q: 3 clusters Score -116171.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -116171.828125 Penalty: 740.476379
	Iteration 69Q: 3 clusters Score -116171.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -116172.421875 Penalty: 740.476379
	Iteration 70Q: 3 clusters Score -116172.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -116172.765625 Penalty: 740.476379
	Iteration 71Q: 3 clusters Score -116172.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -116173.320312 Penalty: 740.476379
	Iteration 72Q: 3 clusters Score -116173.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -116173.703125 Penalty: 740.476379
	Iteration 73Q: 3 clusters Score -116173.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -116173.960938 Penalty: 740.476379
	Iteration 74Q: 3 clusters Score -116174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -116174.156250 Penalty: 740.476379
	Iteration 75Q: 3 clusters Score -116174.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -116174.195312 Penalty: 740.476379
	Iteration 76Q: 3 clusters Score -116174.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -116174.632812 Penalty: 740.476379
	Iteration 77Q: 3 clusters Score -116174.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -116174.742188 Penalty: 740.476379
	Iteration 78Q: 3 clusters Score -116174.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -116174.859375 Penalty: 740.476379
	Iteration 79Q: 3 clusters Score -116174.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -116174.859375 Penalty: 740.476379
	Iteration 80F: 3 clusters Score -116174.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -66634.562500 Penalty: 347.691193
	Iteration 0F: 2 clusters Score -66634.56 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -65133.617188 Penalty: 695.382385
	Iteration 0F: 3 clusters Score -65133.62 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -65698.046875 Penalty: 695.382385
	Iteration 1F: 3 clusters Score -65698.05 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -65780.562500 Penalty: 695.382385
	Iteration 2F: 3 clusters Score -65780.56 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -65841.703125 Penalty: 695.382385
	Iteration 3Q: 3 clusters Score -65841.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -65919.929688 Penalty: 695.382385
	Iteration 4Q: 3 clusters Score -65919.93 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -65990.226562 Penalty: 695.382385
	Iteration 5Q: 3 clusters Score -65990.23 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -66031.570312 Penalty: 695.382385
	Iteration 6Q: 3 clusters Score -66031.57 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -66063.351562 Penalty: 695.382385
	Iteration 7Q: 3 clusters Score -66063.35 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -66082.773438 Penalty: 695.382385
	Iteration 8Q: 3 clusters Score -66082.77 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -66104.125000 Penalty: 695.382385
	Iteration 9Q: 3 clusters Score -66104.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -66119.609375 Penalty: 695.382385
	Iteration 10Q: 3 clusters Score -66119.61 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -66126.140625 Penalty: 695.382385
	Iteration 11Q: 3 clusters Score -66126.14 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -66129.953125 Penalty: 695.382385
	Iteration 12Q: 3 clusters Score -66129.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -66134.187500 Penalty: 695.382385
	Iteration 13Q: 3 clusters Score -66134.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -66138.812500 Penalty: 695.382385
	Iteration 14Q: 3 clusters Score -66138.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -66143.914062 Penalty: 695.382385
	Iteration 15Q: 3 clusters Score -66143.91 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -66148.242188 Penalty: 695.382385
	Iteration 16Q: 3 clusters Score -66148.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -66151.093750 Penalty: 695.382385
	Iteration 17Q: 3 clusters Score -66151.09 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -66156.031250 Penalty: 695.382385
	Iteration 18Q: 3 clusters Score -66156.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -66161.437500 Penalty: 695.382385
	Iteration 19Q: 3 clusters Score -66161.44 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -66164.906250 Penalty: 695.382385
	Iteration 20F: 3 clusters Score -66164.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -66168.781250 Penalty: 695.382385
	Iteration 21Q: 3 clusters Score -66168.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -66173.296875 Penalty: 695.382385
	Iteration 22Q: 3 clusters Score -66173.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -66180.898438 Penalty: 695.382385
	Iteration 23Q: 3 clusters Score -66180.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -66184.070312 Penalty: 695.382385
	Iteration 24Q: 3 clusters Score -66184.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -66186.062500 Penalty: 695.382385
	Iteration 25Q: 3 clusters Score -66186.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -66187.789062 Penalty: 695.382385
	Iteration 26Q: 3 clusters Score -66187.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -66188.757812 Penalty: 695.382385
	Iteration 27Q: 3 clusters Score -66188.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -66189.523438 Penalty: 695.382385
	Iteration 28Q: 3 clusters Score -66189.52 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -66191.406250 Penalty: 695.382385
	Iteration 29Q: 3 clusters Score -66191.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -66195.546875 Penalty: 695.382385
	Iteration 30Q: 3 clusters Score -66195.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -66202.921875 Penalty: 695.382385
	Iteration 31Q: 3 clusters Score -66202.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -66211.562500 Penalty: 695.382385
	Iteration 32Q: 3 clusters Score -66211.56 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -66219.742188 Penalty: 695.382385
	Iteration 33Q: 3 clusters Score -66219.74 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -66228.539062 Penalty: 695.382385
	Iteration 34Q: 3 clusters Score -66228.54 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66235.562500 Penalty: 695.382385
	Iteration 35Q: 3 clusters Score -66235.56 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -66241.226562 Penalty: 695.382385
	Iteration 36Q: 3 clusters Score -66241.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -66248.859375 Penalty: 695.382385
	Iteration 37Q: 3 clusters Score -66248.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66255.414062 Penalty: 695.382385
	Iteration 38Q: 3 clusters Score -66255.41 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -66259.640625 Penalty: 695.382385
	Iteration 39Q: 3 clusters Score -66259.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -66263.906250 Penalty: 695.382385
	Iteration 40F: 3 clusters Score -66263.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -66266.796875 Penalty: 695.382385
	Iteration 41Q: 3 clusters Score -66266.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -66269.140625 Penalty: 695.382385
	Iteration 42Q: 3 clusters Score -66269.14 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -66272.000000 Penalty: 695.382385
	Iteration 43Q: 3 clusters Score -66272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -66273.796875 Penalty: 695.382385
	Iteration 44Q: 3 clusters Score -66273.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -66278.031250 Penalty: 695.382385
	Iteration 45Q: 3 clusters Score -66278.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -66283.148438 Penalty: 695.382385
	Iteration 46Q: 3 clusters Score -66283.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -66287.046875 Penalty: 695.382385
	Iteration 47Q: 3 clusters Score -66287.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -66292.406250 Penalty: 695.382385
	Iteration 48Q: 3 clusters Score -66292.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -66300.734375 Penalty: 695.382385
	Iteration 49Q: 3 clusters Score -66300.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -66306.804688 Penalty: 695.382385
	Iteration 50Q: 3 clusters Score -66306.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -66314.812500 Penalty: 695.382385
	Iteration 51Q: 3 clusters Score -66314.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -66318.898438 Penalty: 695.382385
	Iteration 52Q: 3 clusters Score -66318.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -66322.156250 Penalty: 695.382385
	Iteration 53Q: 3 clusters Score -66322.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -66323.500000 Penalty: 695.382385
	Iteration 54Q: 3 clusters Score -66323.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -66323.718750 Penalty: 695.382385
	Iteration 55Q: 3 clusters Score -66323.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -66324.484375 Penalty: 695.382385
	Iteration 56Q: 3 clusters Score -66324.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -66324.484375 Penalty: 695.382385
	Iteration 57F: 3 clusters Score -66324.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Entering Unmasked Estep 
Score: -211383.125000 Penalty: 403.653503
	Iteration 0F: 2 clusters Score -211383.1 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 3586 members 
Entering Unmasked Estep 
Score: -206614.578125 Penalty: 807.307007
	Iteration 0F: 3 clusters Score -206614.6 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -208982.000000 Penalty: 807.307007
	Iteration 1F: 3 clusters Score -208982 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -209429.531250 Penalty: 807.307007
	Iteration 2F: 3 clusters Score -209429.5 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -209785.968750 Penalty: 807.307007
	Iteration 3F: 3 clusters Score -209786 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -210046.765625 Penalty: 807.307007
	Iteration 4F: 3 clusters Score -210046.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -210274.046875 Penalty: 807.307007
	Iteration 5Q: 3 clusters Score -210274 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -210438.250000 Penalty: 807.307007
	Iteration 6Q: 3 clusters Score -210438.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -210542.406250 Penalty: 807.307007
	Iteration 7Q: 3 clusters Score -210542.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -210599.500000 Penalty: 807.307007
	Iteration 8Q: 3 clusters Score -210599.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -210629.046875 Penalty: 807.307007
	Iteration 9Q: 3 clusters Score -210629 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -210651.828125 Penalty: 807.307007
	Iteration 10Q: 3 clusters Score -210651.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -210672.906250 Penalty: 807.307007
	Iteration 11Q: 3 clusters Score -210672.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -210697.500000 Penalty: 807.307007
	Iteration 12Q: 3 clusters Score -210697.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -210717.281250 Penalty: 807.307007
	Iteration 13Q: 3 clusters Score -210717.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -210737.578125 Penalty: 807.307007
	Iteration 14Q: 3 clusters Score -210737.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -210754.984375 Penalty: 807.307007
	Iteration 15Q: 3 clusters Score -210755 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -210768.546875 Penalty: 807.307007
	Iteration 16Q: 3 clusters Score -210768.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -210781.484375 Penalty: 807.307007
	Iteration 17Q: 3 clusters Score -210781.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -210797.937500 Penalty: 807.307007
	Iteration 18Q: 3 clusters Score -210797.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -210809.296875 Penalty: 807.307007
	Iteration 19Q: 3 clusters Score -210809.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -210820.359375 Penalty: 807.307007
	Iteration 20F: 3 clusters Score -210820.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -210826.531250 Penalty: 807.307007
	Iteration 21Q: 3 clusters Score -210826.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -210832.078125 Penalty: 807.307007
	Iteration 22Q: 3 clusters Score -210832.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -210838.484375 Penalty: 807.307007
	Iteration 23Q: 3 clusters Score -210838.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -210846.578125 Penalty: 807.307007
	Iteration 24Q: 3 clusters Score -210846.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -210855.187500 Penalty: 807.307007
	Iteration 25Q: 3 clusters Score -210855.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -210867.093750 Penalty: 807.307007
	Iteration 26Q: 3 clusters Score -210867.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -210877.171875 Penalty: 807.307007
	Iteration 27Q: 3 clusters Score -210877.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -210889.203125 Penalty: 807.307007
	Iteration 28Q: 3 clusters Score -210889.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -210902.437500 Penalty: 807.307007
	Iteration 29Q: 3 clusters Score -210902.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -210916.765625 Penalty: 807.307007
	Iteration 30Q: 3 clusters Score -210916.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -210930.937500 Penalty: 807.307007
	Iteration 31Q: 3 clusters Score -210930.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -210950.078125 Penalty: 807.307007
	Iteration 32Q: 3 clusters Score -210950.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -210971.984375 Penalty: 807.307007
	Iteration 33Q: 3 clusters Score -210972 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -210988.687500 Penalty: 807.307007
	Iteration 34Q: 3 clusters Score -210988.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -211000.000000 Penalty: 807.307007
	Iteration 35Q: 3 clusters Score -211000 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -211009.640625 Penalty: 807.307007
	Iteration 36Q: 3 clusters Score -211009.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -211021.703125 Penalty: 807.307007
	Iteration 37Q: 3 clusters Score -211021.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -211031.937500 Penalty: 807.307007
	Iteration 38Q: 3 clusters Score -211031.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -211041.984375 Penalty: 807.307007
	Iteration 39Q: 3 clusters Score -211042 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -211049.234375 Penalty: 807.307007
	Iteration 40F: 3 clusters Score -211049.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -211056.359375 Penalty: 807.307007
	Iteration 41Q: 3 clusters Score -211056.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -211063.640625 Penalty: 807.307007
	Iteration 42Q: 3 clusters Score -211063.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -211071.437500 Penalty: 807.307007
	Iteration 43Q: 3 clusters Score -211071.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -211076.500000 Penalty: 807.307007
	Iteration 44Q: 3 clusters Score -211076.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -211083.140625 Penalty: 807.307007
	Iteration 45Q: 3 clusters Score -211083.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -211091.718750 Penalty: 807.307007
	Iteration 46Q: 3 clusters Score -211091.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -211096.078125 Penalty: 807.307007
	Iteration 47Q: 3 clusters Score -211096.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -211100.328125 Penalty: 807.307007
	Iteration 48Q: 3 clusters Score -211100.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -211105.000000 Penalty: 807.307007
	Iteration 49Q: 3 clusters Score -211105 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -211108.671875 Penalty: 807.307007
	Iteration 50Q: 3 clusters Score -211108.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -211111.265625 Penalty: 807.307007
	Iteration 51Q: 3 clusters Score -211111.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -211111.343750 Penalty: 807.307007
	Iteration 52Q: 3 clusters Score -211111.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -211112.140625 Penalty: 807.307007
	Iteration 53Q: 3 clusters Score -211112.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -211113.109375 Penalty: 807.307007
	Iteration 54Q: 3 clusters Score -211113.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -211113.828125 Penalty: 807.307007
	Iteration 55Q: 3 clusters Score -211113.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -211114.156250 Penalty: 807.307007
	Iteration 56Q: 3 clusters Score -211114.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -211115.265625 Penalty: 807.307007
	Iteration 57Q: 3 clusters Score -211115.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -211116.140625 Penalty: 807.307007
	Iteration 58Q: 3 clusters Score -211116.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -211116.640625 Penalty: 807.307007
	Iteration 59Q: 3 clusters Score -211116.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -211117.328125 Penalty: 807.307007
	Iteration 60F: 3 clusters Score -211117.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -211118.343750 Penalty: 807.307007
	Iteration 61Q: 3 clusters Score -211118.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -211118.750000 Penalty: 807.307007
	Iteration 62Q: 3 clusters Score -211118.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -211118.500000 Penalty: 807.307007
	Iteration 63Q: 3 clusters Score -211118.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -211119.046875 Penalty: 807.307007
	Iteration 64Q: 3 clusters Score -211119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -211119.687500 Penalty: 807.307007
	Iteration 65Q: 3 clusters Score -211119.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -211120.031250 Penalty: 807.307007
	Iteration 66Q: 3 clusters Score -211120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -211119.937500 Penalty: 807.307007
	Iteration 67Q: 3 clusters Score -211119.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -211119.890625 Penalty: 807.307007
	Iteration 68Q: 3 clusters Score -211119.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -211120.218750 Penalty: 807.307007
	Iteration 69Q: 3 clusters Score -211120.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -211120.875000 Penalty: 807.307007
	Iteration 70Q: 3 clusters Score -211120.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -211121.218750 Penalty: 807.307007
	Iteration 71Q: 3 clusters Score -211121.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -211121.187500 Penalty: 807.307007
	Iteration 72Q: 3 clusters Score -211121.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -211121.187500 Penalty: 807.307007
	Iteration 73F: 3 clusters Score -211121.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Entering Unmasked Estep 
Score: -81026.250000 Penalty: 355.074890
	Iteration 0F: 2 clusters Score -81026.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -79245.835938 Penalty: 710.149780
	Iteration 0F: 3 clusters Score -79245.84 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -79871.039062 Penalty: 710.149780
	Iteration 1F: 3 clusters Score -79871.04 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -79940.046875 Penalty: 710.149780
	Iteration 2F: 3 clusters Score -79940.05 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -79991.421875 Penalty: 710.149780
	Iteration 3Q: 3 clusters Score -79991.42 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -80064.015625 Penalty: 710.149780
	Iteration 4Q: 3 clusters Score -80064.02 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -80153.078125 Penalty: 710.149780
	Iteration 5F: 3 clusters Score -80153.08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -80223.992188 Penalty: 710.149780
	Iteration 6F: 3 clusters Score -80223.99 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -80279.648438 Penalty: 710.149780
	Iteration 7Q: 3 clusters Score -80279.65 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -80321.257812 Penalty: 710.149780
	Iteration 8Q: 3 clusters Score -80321.26 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -80348.304688 Penalty: 710.149780
	Iteration 9Q: 3 clusters Score -80348.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -80373.609375 Penalty: 710.149780
	Iteration 10Q: 3 clusters Score -80373.61 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -80399.945312 Penalty: 710.149780
	Iteration 11Q: 3 clusters Score -80399.95 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -80411.000000 Penalty: 710.149780
	Iteration 12Q: 3 clusters Score -80411 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -80418.093750 Penalty: 710.149780
	Iteration 13Q: 3 clusters Score -80418.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -80420.960938 Penalty: 710.149780
	Iteration 14Q: 3 clusters Score -80420.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -80421.765625 Penalty: 710.149780
	Iteration 15Q: 3 clusters Score -80421.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -80422.132812 Penalty: 710.149780
	Iteration 16Q: 3 clusters Score -80422.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -80423.351562 Penalty: 710.149780
	Iteration 17Q: 3 clusters Score -80423.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -80424.218750 Penalty: 710.149780
	Iteration 18Q: 3 clusters Score -80424.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -80425.375000 Penalty: 710.149780
	Iteration 19Q: 3 clusters Score -80425.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -80426.554688 Penalty: 710.149780
	Iteration 20F: 3 clusters Score -80426.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -80427.671875 Penalty: 710.149780
	Iteration 21Q: 3 clusters Score -80427.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -80428.328125 Penalty: 710.149780
	Iteration 22Q: 3 clusters Score -80428.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -80428.492188 Penalty: 710.149780
	Iteration 23Q: 3 clusters Score -80428.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -80428.687500 Penalty: 710.149780
	Iteration 24Q: 3 clusters Score -80428.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -80428.882812 Penalty: 710.149780
	Iteration 25Q: 3 clusters Score -80428.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -80429.382812 Penalty: 710.149780
	Iteration 26Q: 3 clusters Score -80429.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -80430.312500 Penalty: 710.149780
	Iteration 27Q: 3 clusters Score -80430.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -80431.078125 Penalty: 710.149780
	Iteration 28Q: 3 clusters Score -80431.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -80431.718750 Penalty: 710.149780
	Iteration 29Q: 3 clusters Score -80431.72 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -80432.367188 Penalty: 710.149780
	Iteration 30Q: 3 clusters Score -80432.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -80434.171875 Penalty: 710.149780
	Iteration 31Q: 3 clusters Score -80434.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -80435.546875 Penalty: 710.149780
	Iteration 32Q: 3 clusters Score -80435.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -80436.492188 Penalty: 710.149780
	Iteration 33Q: 3 clusters Score -80436.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -80437.164062 Penalty: 710.149780
	Iteration 34Q: 3 clusters Score -80437.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -80438.046875 Penalty: 710.149780
	Iteration 35Q: 3 clusters Score -80438.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -80438.656250 Penalty: 710.149780
	Iteration 36Q: 3 clusters Score -80438.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -80438.796875 Penalty: 710.149780
	Iteration 37Q: 3 clusters Score -80438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -80438.898438 Penalty: 710.149780
	Iteration 38Q: 3 clusters Score -80438.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -80438.906250 Penalty: 710.149780
	Iteration 39Q: 3 clusters Score -80438.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -80439.039062 Penalty: 710.149780
	Iteration 40F: 3 clusters Score -80439.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36266 members 
Entering Unmasked Estep 
Score: -1132825.625000 Penalty: 477.687958
	Iteration 0F: 2 clusters Score -1132826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -1108344.625000 Penalty: 955.375916
	Iteration 0F: 3 clusters Score -1108345 nChanged 17475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -1119683.125000 Penalty: 955.375916
	Iteration 1F: 3 clusters Score -1119683 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -1120916.125000 Penalty: 955.375916
	Iteration 2F: 3 clusters Score -1120916 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -1122920.375000 Penalty: 955.375916
	Iteration 3F: 3 clusters Score -1122920 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -1125550.875000 Penalty: 955.375916
	Iteration 4F: 3 clusters Score -1125551 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -1127911.875000 Penalty: 955.375916
	Iteration 5F: 3 clusters Score -1127912 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -1129393.750000 Penalty: 955.375916
	Iteration 6F: 3 clusters Score -1129394 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -1130119.375000 Penalty: 955.375916
	Iteration 7Q: 3 clusters Score -1130119 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -1130555.625000 Penalty: 955.375916
	Iteration 8Q: 3 clusters Score -1130556 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -1130879.000000 Penalty: 955.375916
	Iteration 9Q: 3 clusters Score -1130879 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -1131156.000000 Penalty: 955.375916
	Iteration 10Q: 3 clusters Score -1131156 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 32844 members 
Entering Unmasked Estep 
Score: -1131382.500000 Penalty: 955.375916
	Iteration 11Q: 3 clusters Score -1131382 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -1131568.125000 Penalty: 955.375916
	Iteration 12Q: 3 clusters Score -1131568 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 33646 members 
Entering Unmasked Estep 
Score: -1131726.625000 Penalty: 955.375916
	Iteration 13Q: 3 clusters Score -1131727 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -1131870.625000 Penalty: 955.375916
	Iteration 14Q: 3 clusters Score -1131871 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 34287 members 
Entering Unmasked Estep 
Score: -1131996.875000 Penalty: 955.375916
	Iteration 15Q: 3 clusters Score -1131997 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 34546 members 
Entering Unmasked Estep 
Score: -1132102.875000 Penalty: 955.375916
	Iteration 16Q: 3 clusters Score -1132103 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 34772 members 
Entering Unmasked Estep 
Score: -1132199.125000 Penalty: 955.375916
	Iteration 17Q: 3 clusters Score -1132199 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -1132279.500000 Penalty: 955.375916
	Iteration 18Q: 3 clusters Score -1132280 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -1132347.875000 Penalty: 955.375916
	Iteration 19Q: 3 clusters Score -1132348 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 35265 members 
Entering Unmasked Estep 
Score: -1132409.625000 Penalty: 955.375916
	Iteration 20F: 3 clusters Score -1132410 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -1132461.625000 Penalty: 955.375916
	Iteration 21Q: 3 clusters Score -1132462 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 35468 members 
Entering Unmasked Estep 
Score: -1132514.250000 Penalty: 955.375916
	Iteration 22Q: 3 clusters Score -1132514 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35539 members 
Entering Unmasked Estep 
Score: -1132559.000000 Penalty: 955.375916
	Iteration 23Q: 3 clusters Score -1132559 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -1132585.125000 Penalty: 955.375916
	Iteration 24Q: 3 clusters Score -1132585 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 35622 members 
Entering Unmasked Estep 
Score: -1132592.625000 Penalty: 955.375916
	Iteration 25Q: 3 clusters Score -1132593 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -1132601.375000 Penalty: 955.375916
	Iteration 26Q: 3 clusters Score -1132601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -1132609.000000 Penalty: 955.375916
	Iteration 27Q: 3 clusters Score -1132609 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -1132613.625000 Penalty: 955.375916
	Iteration 28Q: 3 clusters Score -1132614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -1132618.375000 Penalty: 955.375916
	Iteration 29Q: 3 clusters Score -1132618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 35707 members 
Entering Unmasked Estep 
Score: -1132625.625000 Penalty: 955.375916
	Iteration 30Q: 3 clusters Score -1132626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -1132627.750000 Penalty: 955.375916
	Iteration 31Q: 3 clusters Score -1132628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -1132630.500000 Penalty: 955.375916
	Iteration 32Q: 3 clusters Score -1132630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -1132629.125000 Penalty: 955.375916
	Iteration 33Q: 3 clusters Score -1132629 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -1132629.125000 Penalty: 955.375916
	Iteration 34Q: 3 clusters Score -1132629 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -1132629.000000 Penalty: 955.375916
	Iteration 35Q: 3 clusters Score -1132629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -1132630.375000 Penalty: 955.375916
	Iteration 36Q: 3 clusters Score -1132630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 35719 members 
Entering Unmasked Estep 
Score: -1132631.375000 Penalty: 955.375916
	Iteration 37Q: 3 clusters Score -1132631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -1132632.000000 Penalty: 955.375916
	Iteration 38Q: 3 clusters Score -1132632 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -1132631.375000 Penalty: 955.375916
	Iteration 39Q: 3 clusters Score -1132631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -1132631.000000 Penalty: 955.375916
	Iteration 40F: 3 clusters Score -1132631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -1132634.375000 Penalty: 955.375916
	Iteration 41Q: 3 clusters Score -1132634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -1132634.000000 Penalty: 955.375916
	Iteration 42Q: 3 clusters Score -1132634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 35717 members 
Entering Unmasked Estep 
Score: -1132634.000000 Penalty: 955.375916
	Iteration 43F: 3 clusters Score -1132634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (1957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Entering Unmasked Estep 
Score: -56716.632812 Penalty: 344.852142
	Iteration 0F: 2 clusters Score -56716.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -55338.363281 Penalty: 689.704285
	Iteration 0F: 3 clusters Score -55338.36 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -55828.277344 Penalty: 689.704285
	Iteration 1F: 3 clusters Score -55828.28 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -55950.457031 Penalty: 689.704285
	Iteration 2F: 3 clusters Score -55950.46 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -56063.386719 Penalty: 689.704285
	Iteration 3F: 3 clusters Score -56063.39 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -56144.929688 Penalty: 689.704285
	Iteration 4F: 3 clusters Score -56144.93 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -56217.699219 Penalty: 689.704285
	Iteration 5F: 3 clusters Score -56217.7 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -56278.675781 Penalty: 689.704285
	Iteration 6Q: 3 clusters Score -56278.68 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -56323.234375 Penalty: 689.704285
	Iteration 7Q: 3 clusters Score -56323.23 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -56361.890625 Penalty: 689.704285
	Iteration 8Q: 3 clusters Score -56361.89 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -56396.035156 Penalty: 689.704285
	Iteration 9Q: 3 clusters Score -56396.04 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -56427.687500 Penalty: 689.704285
	Iteration 10Q: 3 clusters Score -56427.69 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -56448.828125 Penalty: 689.704285
	Iteration 11Q: 3 clusters Score -56448.83 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -56469.000000 Penalty: 689.704285
	Iteration 12Q: 3 clusters Score -56469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -56484.710938 Penalty: 689.704285
	Iteration 13Q: 3 clusters Score -56484.71 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -56495.851562 Penalty: 689.704285
	Iteration 14Q: 3 clusters Score -56495.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -56500.207031 Penalty: 689.704285
	Iteration 15Q: 3 clusters Score -56500.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -56502.421875 Penalty: 689.704285
	Iteration 16Q: 3 clusters Score -56502.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -56504.460938 Penalty: 689.704285
	Iteration 17Q: 3 clusters Score -56504.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -56505.691406 Penalty: 689.704285
	Iteration 18Q: 3 clusters Score -56505.69 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -56506.144531 Penalty: 689.704285
	Iteration 19Q: 3 clusters Score -56506.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -56506.898438 Penalty: 689.704285
	Iteration 20F: 3 clusters Score -56506.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -56507.714844 Penalty: 689.704285
	Iteration 21Q: 3 clusters Score -56507.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -56509.089844 Penalty: 689.704285
	Iteration 22Q: 3 clusters Score -56509.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -56509.531250 Penalty: 689.704285
	Iteration 23Q: 3 clusters Score -56509.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -56510.429688 Penalty: 689.704285
	Iteration 24Q: 3 clusters Score -56510.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -56511.390625 Penalty: 689.704285
	Iteration 25Q: 3 clusters Score -56511.39 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -56514.347656 Penalty: 689.704285
	Iteration 26Q: 3 clusters Score -56514.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -56522.468750 Penalty: 689.704285
	Iteration 27Q: 3 clusters Score -56522.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -56528.300781 Penalty: 689.704285
	Iteration 28Q: 3 clusters Score -56528.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -56531.886719 Penalty: 689.704285
	Iteration 29Q: 3 clusters Score -56531.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -56535.066406 Penalty: 689.704285
	Iteration 30Q: 3 clusters Score -56535.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -56543.085938 Penalty: 689.704285
	Iteration 31Q: 3 clusters Score -56543.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -56547.062500 Penalty: 689.704285
	Iteration 32Q: 3 clusters Score -56547.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -56547.847656 Penalty: 689.704285
	Iteration 33Q: 3 clusters Score -56547.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -56548.445312 Penalty: 689.704285
	Iteration 34Q: 3 clusters Score -56548.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -56549.703125 Penalty: 689.704285
	Iteration 35Q: 3 clusters Score -56549.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -56549.925781 Penalty: 689.704285
	Iteration 36Q: 3 clusters Score -56549.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -56550.125000 Penalty: 689.704285
	Iteration 37Q: 3 clusters Score -56550.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -56550.675781 Penalty: 689.704285
	Iteration 38Q: 3 clusters Score -56550.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -56550.675781 Penalty: 689.704285
	Iteration 39F: 3 clusters Score -56550.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45670 members 
Mstep: Class 2 contains 667 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6740 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3273 members 
Mstep: Class 7 contains 4890 members 
Mstep: Class 8 contains 6823 members 
Mstep: Class 9 contains 150077 members 
Mstep: Class 10 contains 23161 members 
Mstep: Class 11 contains 308 members 
Mstep: Class 12 contains 38112 members 
Mstep: Class 13 contains 18584 members 
Mstep: Class 14 contains 6703 members 
Mstep: Class 15 contains 19938 members 
Mstep: Class 16 contains 129800 members 
Mstep: Class 17 contains 6216 members 
Mstep: Class 18 contains 5678 members 
Mstep: Class 19 contains 3419 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7126 members 
Mstep: Class 22 contains 2450 members 
Mstep: Class 23 contains 36266 members 
Mstep: Class 24 contains 1957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731677.000000 Penalty: 14378.957031
Iteration 159Q: 25 clusters Score -1.573168e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45662 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6737 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3288 members 
Mstep: Class 7 contains 4860 members 
Mstep: Class 8 contains 6794 members 
Mstep: Class 9 contains 150059 members 
Mstep: Class 10 contains 23164 members 
Mstep: Class 11 contains 309 members 
Mstep: Class 12 contains 38142 members 
Mstep: Class 13 contains 18582 members 
Mstep: Class 14 contains 6687 members 
Mstep: Class 15 contains 19959 members 
Mstep: Class 16 contains 129792 members 
Mstep: Class 17 contains 6215 members 
Mstep: Class 18 contains 5679 members 
Mstep: Class 19 contains 3422 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7125 members 
Mstep: Class 22 contains 2486 members 
Mstep: Class 23 contains 36263 members 
Mstep: Class 24 contains 1967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731703.000000 Penalty: 14378.957031
Iteration 160F: 25 clusters Score -1.57317e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45664 members 
Mstep: Class 2 contains 666 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6736 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3300 members 
Mstep: Class 7 contains 4820 members 
Mstep: Class 8 contains 6757 members 
Mstep: Class 9 contains 150045 members 
Mstep: Class 10 contains 23163 members 
Mstep: Class 11 contains 312 members 
Mstep: Class 12 contains 38170 members 
Mstep: Class 13 contains 18587 members 
Mstep: Class 14 contains 6662 members 
Mstep: Class 15 contains 19982 members 
Mstep: Class 16 contains 129780 members 
Mstep: Class 17 contains 6216 members 
Mstep: Class 18 contains 5677 members 
Mstep: Class 19 contains 3422 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7124 members 
Mstep: Class 22 contains 2531 members 
Mstep: Class 23 contains 36269 members 
Mstep: Class 24 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731711.000000 Penalty: 14378.957031
Iteration 161Q: 25 clusters Score -1.573171e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 662 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6734 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3320 members 
Mstep: Class 7 contains 4775 members 
Mstep: Class 8 contains 6722 members 
Mstep: Class 9 contains 150029 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38194 members 
Mstep: Class 13 contains 18593 members 
Mstep: Class 14 contains 6634 members 
Mstep: Class 15 contains 20002 members 
Mstep: Class 16 contains 129769 members 
Mstep: Class 17 contains 6220 members 
Mstep: Class 18 contains 5680 members 
Mstep: Class 19 contains 3422 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7126 members 
Mstep: Class 22 contains 2585 members 
Mstep: Class 23 contains 36267 members 
Mstep: Class 24 contains 1987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731749.000000 Penalty: 14378.957031
Iteration 162Q: 25 clusters Score -1.573175e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6735 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3330 members 
Mstep: Class 7 contains 4744 members 
Mstep: Class 8 contains 6693 members 
Mstep: Class 9 contains 150014 members 
Mstep: Class 10 contains 23155 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38204 members 
Mstep: Class 13 contains 18595 members 
Mstep: Class 14 contains 6600 members 
Mstep: Class 15 contains 20027 members 
Mstep: Class 16 contains 129750 members 
Mstep: Class 17 contains 6227 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3425 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7135 members 
Mstep: Class 22 contains 2635 members 
Mstep: Class 23 contains 36253 members 
Mstep: Class 24 contains 2000 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731779.000000 Penalty: 14378.957031
Iteration 163Q: 25 clusters Score -1.573178e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 654 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6735 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3342 members 
Mstep: Class 7 contains 4707 members 
Mstep: Class 8 contains 6662 members 
Mstep: Class 9 contains 150003 members 
Mstep: Class 10 contains 23156 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38215 members 
Mstep: Class 13 contains 18587 members 
Mstep: Class 14 contains 6579 members 
Mstep: Class 15 contains 20048 members 
Mstep: Class 16 contains 129741 members 
Mstep: Class 17 contains 6238 members 
Mstep: Class 18 contains 5691 members 
Mstep: Class 19 contains 3426 members 
Mstep: Class 20 contains 2082 members 
Mstep: Class 21 contains 7139 members 
Mstep: Class 22 contains 2685 members 
Mstep: Class 23 contains 36236 members 
Mstep: Class 24 contains 2010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731783.000000 Penalty: 14378.957031
Iteration 164Q: 25 clusters Score -1.573178e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 6732 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3347 members 
Mstep: Class 7 contains 4674 members 
Mstep: Class 8 contains 6631 members 
Mstep: Class 9 contains 149992 members 
Mstep: Class 10 contains 23165 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38229 members 
Mstep: Class 13 contains 18582 members 
Mstep: Class 14 contains 6564 members 
Mstep: Class 15 contains 20069 members 
Mstep: Class 16 contains 129719 members 
Mstep: Class 17 contains 6246 members 
Mstep: Class 18 contains 5697 members 
Mstep: Class 19 contains 3429 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 7140 members 
Mstep: Class 22 contains 2732 members 
Mstep: Class 23 contains 36226 members 
Mstep: Class 24 contains 2022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731791.000000 Penalty: 14378.957031
Iteration 165Q: 25 clusters Score -1.573179e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 6723 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3355 members 
Mstep: Class 7 contains 4645 members 
Mstep: Class 8 contains 6603 members 
Mstep: Class 9 contains 149985 members 
Mstep: Class 10 contains 23185 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38242 members 
Mstep: Class 13 contains 18584 members 
Mstep: Class 14 contains 6551 members 
Mstep: Class 15 contains 20080 members 
Mstep: Class 16 contains 129697 members 
Mstep: Class 17 contains 6252 members 
Mstep: Class 18 contains 5697 members 
Mstep: Class 19 contains 3430 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 7146 members 
Mstep: Class 22 contains 2770 members 
Mstep: Class 23 contains 36221 members 
Mstep: Class 24 contains 2029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731761.000000 Penalty: 14378.957031
Iteration 166Q: 25 clusters Score -1.573176e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 6724 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3358 members 
Mstep: Class 7 contains 4614 members 
Mstep: Class 8 contains 6574 members 
Mstep: Class 9 contains 149976 members 
Mstep: Class 10 contains 23188 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38254 members 
Mstep: Class 13 contains 18587 members 
Mstep: Class 14 contains 6532 members 
Mstep: Class 15 contains 20091 members 
Mstep: Class 16 contains 129684 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5699 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 7151 members 
Mstep: Class 22 contains 2820 members 
Mstep: Class 23 contains 36217 members 
Mstep: Class 24 contains 2039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731823.000000 Penalty: 14378.957031
Iteration 167Q: 25 clusters Score -1.573182e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45690 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 6718 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3367 members 
Mstep: Class 7 contains 4588 members 
Mstep: Class 8 contains 6547 members 
Mstep: Class 9 contains 149971 members 
Mstep: Class 10 contains 23180 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38281 members 
Mstep: Class 13 contains 18592 members 
Mstep: Class 14 contains 6516 members 
Mstep: Class 15 contains 20098 members 
Mstep: Class 16 contains 129659 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 19 contains 3431 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 7152 members 
Mstep: Class 22 contains 2868 members 
Mstep: Class 23 contains 36208 members 
Mstep: Class 24 contains 2052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731843.000000 Penalty: 14378.957031
Iteration 168Q: 25 clusters Score -1.573184e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 6715 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3378 members 
Mstep: Class 7 contains 4567 members 
Mstep: Class 8 contains 6518 members 
Mstep: Class 9 contains 149965 members 
Mstep: Class 10 contains 23170 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38296 members 
Mstep: Class 13 contains 18596 members 
Mstep: Class 14 contains 6498 members 
Mstep: Class 15 contains 20102 members 
Mstep: Class 16 contains 129651 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 3432 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 7156 members 
Mstep: Class 22 contains 2911 members 
Mstep: Class 23 contains 36203 members 
Mstep: Class 24 contains 2064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731790.000000 Penalty: 14378.957031
Iteration 169Q: 25 clusters Score -1.573179e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 6712 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3394 members 
Mstep: Class 7 contains 4549 members 
Mstep: Class 8 contains 6483 members 
Mstep: Class 9 contains 149962 members 
Mstep: Class 10 contains 23158 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38317 members 
Mstep: Class 13 contains 18602 members 
Mstep: Class 14 contains 6479 members 
Mstep: Class 15 contains 20112 members 
Mstep: Class 16 contains 129631 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 5713 members 
Mstep: Class 19 contains 3434 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 7157 members 
Mstep: Class 22 contains 2962 members 
Mstep: Class 23 contains 36195 members 
Mstep: Class 24 contains 2074 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731807.000000 Penalty: 14378.957031
Iteration 170Q: 25 clusters Score -1.573181e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 6707 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3415 members 
Mstep: Class 7 contains 4533 members 
Mstep: Class 8 contains 6441 members 
Mstep: Class 9 contains 149958 members 
Mstep: Class 10 contains 23158 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38318 members 
Mstep: Class 13 contains 18605 members 
Mstep: Class 14 contains 6464 members 
Mstep: Class 15 contains 20123 members 
Mstep: Class 16 contains 129615 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 5716 members 
Mstep: Class 19 contains 3438 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 7161 members 
Mstep: Class 22 contains 3019 members 
Mstep: Class 23 contains 36178 members 
Mstep: Class 24 contains 2085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731875.000000 Penalty: 14378.957031
Iteration 171Q: 25 clusters Score -1.573188e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6702 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 4518 members 
Mstep: Class 8 contains 6407 members 
Mstep: Class 9 contains 149950 members 
Mstep: Class 10 contains 23157 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38316 members 
Mstep: Class 13 contains 18607 members 
Mstep: Class 14 contains 6448 members 
Mstep: Class 15 contains 20132 members 
Mstep: Class 16 contains 129602 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 5718 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 7167 members 
Mstep: Class 22 contains 3075 members 
Mstep: Class 23 contains 36169 members 
Mstep: Class 24 contains 2096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731858.000000 Penalty: 14378.957031
Iteration 172Q: 25 clusters Score -1.573186e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6697 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3437 members 
Mstep: Class 7 contains 4499 members 
Mstep: Class 8 contains 6378 members 
Mstep: Class 9 contains 149946 members 
Mstep: Class 10 contains 23172 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38318 members 
Mstep: Class 13 contains 18609 members 
Mstep: Class 14 contains 6437 members 
Mstep: Class 15 contains 20138 members 
Mstep: Class 16 contains 129580 members 
Mstep: Class 17 contains 6273 members 
Mstep: Class 18 contains 5720 members 
Mstep: Class 19 contains 3441 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 7171 members 
Mstep: Class 22 contains 3127 members 
Mstep: Class 23 contains 36161 members 
Mstep: Class 24 contains 2108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731876.000000 Penalty: 14378.957031
Iteration 173Q: 25 clusters Score -1.573188e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6693 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3443 members 
Mstep: Class 7 contains 4469 members 
Mstep: Class 8 contains 6354 members 
Mstep: Class 9 contains 149941 members 
Mstep: Class 10 contains 23184 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38323 members 
Mstep: Class 13 contains 18612 members 
Mstep: Class 14 contains 6430 members 
Mstep: Class 15 contains 20148 members 
Mstep: Class 16 contains 129564 members 
Mstep: Class 17 contains 6274 members 
Mstep: Class 18 contains 5717 members 
Mstep: Class 19 contains 3442 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 7174 members 
Mstep: Class 22 contains 3180 members 
Mstep: Class 23 contains 36153 members 
Mstep: Class 24 contains 2113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731847.000000 Penalty: 14378.957031
Iteration 174Q: 25 clusters Score -1.573185e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45688 members 
Mstep: Class 2 contains 645 members 
Mstep: Class 3 contains 2469 members 
Mstep: Class 4 contains 6687 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3448 members 
Mstep: Class 7 contains 4439 members 
Mstep: Class 8 contains 6330 members 
Mstep: Class 9 contains 149929 members 
Mstep: Class 10 contains 23199 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38321 members 
Mstep: Class 13 contains 18614 members 
Mstep: Class 14 contains 6425 members 
Mstep: Class 15 contains 20164 members 
Mstep: Class 16 contains 129550 members 
Mstep: Class 17 contains 6275 members 
Mstep: Class 18 contains 5714 members 
Mstep: Class 19 contains 3447 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 7176 members 
Mstep: Class 22 contains 3231 members 
Mstep: Class 23 contains 36147 members 
Mstep: Class 24 contains 2118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731853.000000 Penalty: 14378.957031
Iteration 175Q: 25 clusters Score -1.573185e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45685 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6686 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3455 members 
Mstep: Class 7 contains 4405 members 
Mstep: Class 8 contains 6306 members 
Mstep: Class 9 contains 149919 members 
Mstep: Class 10 contains 23223 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38313 members 
Mstep: Class 13 contains 18617 members 
Mstep: Class 14 contains 6427 members 
Mstep: Class 15 contains 20178 members 
Mstep: Class 16 contains 129518 members 
Mstep: Class 17 contains 6275 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 3449 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 7177 members 
Mstep: Class 22 contains 3295 members 
Mstep: Class 23 contains 36139 members 
Mstep: Class 24 contains 2127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731884.000000 Penalty: 14378.957031
Iteration 176Q: 25 clusters Score -1.573188e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45686 members 
Mstep: Class 2 contains 639 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6684 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3462 members 
Mstep: Class 7 contains 4380 members 
Mstep: Class 8 contains 6285 members 
Mstep: Class 9 contains 149915 members 
Mstep: Class 10 contains 23237 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38309 members 
Mstep: Class 13 contains 18620 members 
Mstep: Class 14 contains 6424 members 
Mstep: Class 15 contains 20192 members 
Mstep: Class 16 contains 129491 members 
Mstep: Class 17 contains 6272 members 
Mstep: Class 18 contains 5708 members 
Mstep: Class 19 contains 3448 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 7177 members 
Mstep: Class 22 contains 3350 members 
Mstep: Class 23 contains 36130 members 
Mstep: Class 24 contains 2135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731911.000000 Penalty: 14378.957031
Iteration 177Q: 25 clusters Score -1.573191e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45691 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 6679 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3468 members 
Mstep: Class 7 contains 4357 members 
Mstep: Class 8 contains 6272 members 
Mstep: Class 9 contains 149902 members 
Mstep: Class 10 contains 23269 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38283 members 
Mstep: Class 13 contains 18623 members 
Mstep: Class 14 contains 6426 members 
Mstep: Class 15 contains 20210 members 
Mstep: Class 16 contains 129452 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 5709 members 
Mstep: Class 19 contains 3450 members 
Mstep: Class 20 contains 2080 members 
Mstep: Class 21 contains 7178 members 
Mstep: Class 22 contains 3403 members 
Mstep: Class 23 contains 36124 members 
Mstep: Class 24 contains 2143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731958.000000 Penalty: 14378.957031
Iteration 178Q: 25 clusters Score -1.573196e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45689 members 
Mstep: Class 2 contains 634 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6676 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3471 members 
Mstep: Class 7 contains 4330 members 
Mstep: Class 8 contains 6255 members 
Mstep: Class 9 contains 149889 members 
Mstep: Class 10 contains 23300 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38269 members 
Mstep: Class 13 contains 18625 members 
Mstep: Class 14 contains 6430 members 
Mstep: Class 15 contains 20227 members 
Mstep: Class 16 contains 129402 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 5710 members 
Mstep: Class 19 contains 3458 members 
Mstep: Class 20 contains 2081 members 
Mstep: Class 21 contains 7181 members 
Mstep: Class 22 contains 3453 members 
Mstep: Class 23 contains 36124 members 
Mstep: Class 24 contains 2149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731985.000000 Penalty: 14378.957031
Iteration 179Q: 25 clusters Score -1.573198e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 629 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6675 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3473 members 
Mstep: Class 7 contains 4301 members 
Mstep: Class 8 contains 6243 members 
Mstep: Class 9 contains 149879 members 
Mstep: Class 10 contains 23336 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38259 members 
Mstep: Class 13 contains 18625 members 
Mstep: Class 14 contains 6441 members 
Mstep: Class 15 contains 20241 members 
Mstep: Class 16 contains 129347 members 
Mstep: Class 17 contains 6265 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 19 contains 3470 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7186 members 
Mstep: Class 22 contains 3492 members 
Mstep: Class 23 contains 36118 members 
Mstep: Class 24 contains 2154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732005.000000 Penalty: 14378.957031
Iteration 180F: 25 clusters Score -1.5732e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 629 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6673 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3475 members 
Mstep: Class 7 contains 4283 members 
Mstep: Class 8 contains 6233 members 
Mstep: Class 9 contains 149876 members 
Mstep: Class 10 contains 23356 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38262 members 
Mstep: Class 13 contains 18627 members 
Mstep: Class 14 contains 6441 members 
Mstep: Class 15 contains 20256 members 
Mstep: Class 16 contains 129289 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 5707 members 
Mstep: Class 19 contains 3479 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7190 members 
Mstep: Class 22 contains 3533 members 
Mstep: Class 23 contains 36109 members 
Mstep: Class 24 contains 2160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732015.000000 Penalty: 14378.957031
Iteration 181Q: 25 clusters Score -1.573202e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45696 members 
Mstep: Class 2 contains 631 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 6670 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3484 members 
Mstep: Class 7 contains 4265 members 
Mstep: Class 8 contains 6222 members 
Mstep: Class 9 contains 149868 members 
Mstep: Class 10 contains 23358 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38265 members 
Mstep: Class 13 contains 18630 members 
Mstep: Class 14 contains 6439 members 
Mstep: Class 15 contains 20272 members 
Mstep: Class 16 contains 129247 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5708 members 
Mstep: Class 19 contains 3485 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 3575 members 
Mstep: Class 23 contains 36102 members 
Mstep: Class 24 contains 2161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732022.000000 Penalty: 14378.957031
Iteration 182Q: 25 clusters Score -1.573202e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 2478 members 
Mstep: Class 4 contains 6671 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3494 members 
Mstep: Class 7 contains 4243 members 
Mstep: Class 8 contains 6213 members 
Mstep: Class 9 contains 149862 members 
Mstep: Class 10 contains 23371 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38260 members 
Mstep: Class 13 contains 18637 members 
Mstep: Class 14 contains 6433 members 
Mstep: Class 15 contains 20286 members 
Mstep: Class 16 contains 129203 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 5708 members 
Mstep: Class 19 contains 3490 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7202 members 
Mstep: Class 22 contains 3614 members 
Mstep: Class 23 contains 36097 members 
Mstep: Class 24 contains 2161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732014.000000 Penalty: 14378.957031
Iteration 183Q: 25 clusters Score -1.573201e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 629 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6667 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3500 members 
Mstep: Class 7 contains 4227 members 
Mstep: Class 8 contains 6208 members 
Mstep: Class 9 contains 149863 members 
Mstep: Class 10 contains 23396 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38245 members 
Mstep: Class 13 contains 18640 members 
Mstep: Class 14 contains 6430 members 
Mstep: Class 15 contains 20293 members 
Mstep: Class 16 contains 129147 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5705 members 
Mstep: Class 19 contains 3498 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7209 members 
Mstep: Class 22 contains 3657 members 
Mstep: Class 23 contains 36095 members 
Mstep: Class 24 contains 2161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732002.000000 Penalty: 14378.957031
Iteration 184Q: 25 clusters Score -1.5732e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 627 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6659 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3503 members 
Mstep: Class 7 contains 4205 members 
Mstep: Class 8 contains 6201 members 
Mstep: Class 9 contains 149862 members 
Mstep: Class 10 contains 23419 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38248 members 
Mstep: Class 13 contains 18647 members 
Mstep: Class 14 contains 6433 members 
Mstep: Class 15 contains 20301 members 
Mstep: Class 16 contains 129095 members 
Mstep: Class 17 contains 6263 members 
Mstep: Class 18 contains 5704 members 
Mstep: Class 19 contains 3503 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7214 members 
Mstep: Class 22 contains 3696 members 
Mstep: Class 23 contains 36092 members 
Mstep: Class 24 contains 2159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732011.000000 Penalty: 14378.957031
Iteration 185Q: 25 clusters Score -1.573201e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6658 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 7 contains 4182 members 
Mstep: Class 8 contains 6194 members 
Mstep: Class 9 contains 149859 members 
Mstep: Class 10 contains 23438 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38238 members 
Mstep: Class 13 contains 18654 members 
Mstep: Class 14 contains 6431 members 
Mstep: Class 15 contains 20311 members 
Mstep: Class 16 contains 129054 members 
Mstep: Class 17 contains 6264 members 
Mstep: Class 18 contains 5702 members 
Mstep: Class 19 contains 3506 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7217 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 36090 members 
Mstep: Class 24 contains 2160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732010.000000 Penalty: 14378.957031
Iteration 186Q: 25 clusters Score -1.573201e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 624 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6662 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3509 members 
Mstep: Class 7 contains 4155 members 
Mstep: Class 8 contains 6187 members 
Mstep: Class 9 contains 149856 members 
Mstep: Class 10 contains 23448 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38235 members 
Mstep: Class 13 contains 18659 members 
Mstep: Class 14 contains 6430 members 
Mstep: Class 15 contains 20318 members 
Mstep: Class 16 contains 129031 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 5699 members 
Mstep: Class 19 contains 3511 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7215 members 
Mstep: Class 22 contains 3781 members 
Mstep: Class 23 contains 36087 members 
Mstep: Class 24 contains 2162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732031.000000 Penalty: 14378.957031
Iteration 187Q: 25 clusters Score -1.573203e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 623 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 6662 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3512 members 
Mstep: Class 7 contains 4125 members 
Mstep: Class 8 contains 6182 members 
Mstep: Class 9 contains 149853 members 
Mstep: Class 10 contains 23453 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38228 members 
Mstep: Class 13 contains 18662 members 
Mstep: Class 14 contains 6429 members 
Mstep: Class 15 contains 20321 members 
Mstep: Class 16 contains 129019 members 
Mstep: Class 17 contains 6268 members 
Mstep: Class 18 contains 5700 members 
Mstep: Class 19 contains 3514 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7213 members 
Mstep: Class 22 contains 3819 members 
Mstep: Class 23 contains 36088 members 
Mstep: Class 24 contains 2162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732028.000000 Penalty: 14378.957031
Iteration 188Q: 25 clusters Score -1.573203e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 622 members 
Mstep: Class 3 contains 2476 members 
Mstep: Class 4 contains 6663 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3515 members 
Mstep: Class 7 contains 4102 members 
Mstep: Class 8 contains 6180 members 
Mstep: Class 9 contains 149848 members 
Mstep: Class 10 contains 23457 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38226 members 
Mstep: Class 13 contains 18665 members 
Mstep: Class 14 contains 6430 members 
Mstep: Class 15 contains 20323 members 
Mstep: Class 16 contains 129008 members 
Mstep: Class 17 contains 6270 members 
Mstep: Class 18 contains 5701 members 
Mstep: Class 19 contains 3516 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7211 members 
Mstep: Class 22 contains 3842 members 
Mstep: Class 23 contains 36091 members 
Mstep: Class 24 contains 2162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732033.000000 Penalty: 14378.957031
Iteration 189Q: 25 clusters Score -1.573203e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 621 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 6662 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3522 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 6178 members 
Mstep: Class 9 contains 149847 members 
Mstep: Class 10 contains 23456 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38220 members 
Mstep: Class 13 contains 18669 members 
Mstep: Class 14 contains 6436 members 
Mstep: Class 15 contains 20328 members 
Mstep: Class 16 contains 128995 members 
Mstep: Class 17 contains 6268 members 
Mstep: Class 18 contains 5700 members 
Mstep: Class 19 contains 3523 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7211 members 
Mstep: Class 22 contains 3864 members 
Mstep: Class 23 contains 36092 members 
Mstep: Class 24 contains 2162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732030.000000 Penalty: 14378.957031
Iteration 190Q: 25 clusters Score -1.573203e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6662 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3534 members 
Mstep: Class 7 contains 4064 members 
Mstep: Class 8 contains 6174 members 
Mstep: Class 9 contains 149846 members 
Mstep: Class 10 contains 23453 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38215 members 
Mstep: Class 13 contains 18673 members 
Mstep: Class 14 contains 6438 members 
Mstep: Class 15 contains 20331 members 
Mstep: Class 16 contains 128984 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 5697 members 
Mstep: Class 19 contains 3532 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7210 members 
Mstep: Class 22 contains 3879 members 
Mstep: Class 23 contains 36090 members 
Mstep: Class 24 contains 2163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732028.000000 Penalty: 14378.957031
Iteration 191Q: 25 clusters Score -1.573203e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 6655 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 7 contains 4055 members 
Mstep: Class 8 contains 6171 members 
Mstep: Class 9 contains 149845 members 
Mstep: Class 10 contains 23446 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38212 members 
Mstep: Class 13 contains 18676 members 
Mstep: Class 14 contains 6440 members 
Mstep: Class 15 contains 20330 members 
Mstep: Class 16 contains 128971 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 5694 members 
Mstep: Class 19 contains 3537 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7211 members 
Mstep: Class 22 contains 3894 members 
Mstep: Class 23 contains 36094 members 
Mstep: Class 24 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732061.000000 Penalty: 14378.957031
Iteration 192Q: 25 clusters Score -1.573206e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 6648 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 4044 members 
Mstep: Class 8 contains 6170 members 
Mstep: Class 9 contains 149847 members 
Mstep: Class 10 contains 23439 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38203 members 
Mstep: Class 13 contains 18680 members 
Mstep: Class 14 contains 6442 members 
Mstep: Class 15 contains 20328 members 
Mstep: Class 16 contains 128967 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 5692 members 
Mstep: Class 19 contains 3541 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7212 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 36096 members 
Mstep: Class 24 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732030.000000 Penalty: 14378.957031
Iteration 193Q: 25 clusters Score -1.573203e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45713 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 6641 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 4042 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 149850 members 
Mstep: Class 10 contains 23439 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38198 members 
Mstep: Class 13 contains 18681 members 
Mstep: Class 14 contains 6445 members 
Mstep: Class 15 contains 20332 members 
Mstep: Class 16 contains 128963 members 
Mstep: Class 17 contains 6271 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 3539 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7211 members 
Mstep: Class 22 contains 3922 members 
Mstep: Class 23 contains 36094 members 
Mstep: Class 24 contains 2165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732060.000000 Penalty: 14378.957031
Iteration 194Q: 25 clusters Score -1.573206e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6636 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 4035 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 149852 members 
Mstep: Class 10 contains 23435 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38193 members 
Mstep: Class 13 contains 18682 members 
Mstep: Class 14 contains 6453 members 
Mstep: Class 15 contains 20335 members 
Mstep: Class 16 contains 128955 members 
Mstep: Class 17 contains 6269 members 
Mstep: Class 18 contains 5688 members 
Mstep: Class 19 contains 3541 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7211 members 
Mstep: Class 22 contains 3935 members 
Mstep: Class 23 contains 36094 members 
Mstep: Class 24 contains 2166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732050.000000 Penalty: 14378.957031
Iteration 195Q: 25 clusters Score -1.573205e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45718 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 2477 members 
Mstep: Class 4 contains 6630 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3555 members 
Mstep: Class 7 contains 4033 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 149853 members 
Mstep: Class 10 contains 23435 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38184 members 
Mstep: Class 13 contains 18682 members 
Mstep: Class 14 contains 6459 members 
Mstep: Class 15 contains 20338 members 
Mstep: Class 16 contains 128947 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 5689 members 
Mstep: Class 19 contains 3543 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7209 members 
Mstep: Class 22 contains 3945 members 
Mstep: Class 23 contains 36093 members 
Mstep: Class 24 contains 2169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732063.000000 Penalty: 14378.957031
Iteration 196Q: 25 clusters Score -1.573206e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 6629 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 7 contains 4032 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 149853 members 
Mstep: Class 10 contains 23435 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38181 members 
Mstep: Class 13 contains 18681 members 
Mstep: Class 14 contains 6460 members 
Mstep: Class 15 contains 20338 members 
Mstep: Class 16 contains 128944 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7209 members 
Mstep: Class 22 contains 3945 members 
Mstep: Class 23 contains 36097 members 
Mstep: Class 24 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732090.000000 Penalty: 14378.957031
Iteration 197Q: 25 clusters Score -1.573209e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45715 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 6626 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3559 members 
Mstep: Class 7 contains 4033 members 
Mstep: Class 8 contains 6168 members 
Mstep: Class 9 contains 149855 members 
Mstep: Class 10 contains 23441 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38180 members 
Mstep: Class 13 contains 18681 members 
Mstep: Class 14 contains 6455 members 
Mstep: Class 15 contains 20338 members 
Mstep: Class 16 contains 128938 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 3543 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7209 members 
Mstep: Class 22 contains 3949 members 
Mstep: Class 23 contains 36102 members 
Mstep: Class 24 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732104.000000 Penalty: 14378.957031
Iteration 198Q: 25 clusters Score -1.57321e+07 nChanged 37
Entering ConstructFrom: 
Score: -15732104.000000 Penalty: 14378.957031
Entering ConstructFrom: 
Trying to split cluster 1 (45714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45714 members 
Entering Unmasked Estep 
Score: -1448533.500000 Penalty: 488.222260
	Iteration 0F: 2 clusters Score -1448534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -1417989.500000 Penalty: 976.444519
	Iteration 0F: 3 clusters Score -1417990 nChanged 22041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -1431079.125000 Penalty: 976.444519
	Iteration 1F: 3 clusters Score -1431079 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24961 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -1432078.375000 Penalty: 976.444519
	Iteration 2F: 3 clusters Score -1432078 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -1433554.750000 Penalty: 976.444519
	Iteration 3F: 3 clusters Score -1433555 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1435447.125000 Penalty: 976.444519
	Iteration 4F: 3 clusters Score -1435447 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -1437655.500000 Penalty: 976.444519
	Iteration 5F: 3 clusters Score -1437656 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30459 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -1439703.125000 Penalty: 976.444519
	Iteration 6F: 3 clusters Score -1439703 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 14335 members 
Entering Unmasked Estep 
Score: -1441140.125000 Penalty: 976.444519
	Iteration 7Q: 3 clusters Score -1441140 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -1441997.500000 Penalty: 976.444519
	Iteration 8Q: 3 clusters Score -1441998 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32947 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1442467.250000 Penalty: 976.444519
	Iteration 9Q: 3 clusters Score -1442467 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -1442779.625000 Penalty: 976.444519
	Iteration 10Q: 3 clusters Score -1442780 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34389 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -1443067.125000 Penalty: 976.444519
	Iteration 11Q: 3 clusters Score -1443067 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 10591 members 
Entering Unmasked Estep 
Score: -1443330.125000 Penalty: 976.444519
	Iteration 12Q: 3 clusters Score -1443330 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1443573.250000 Penalty: 976.444519
	Iteration 13Q: 3 clusters Score -1443573 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1443808.375000 Penalty: 976.444519
	Iteration 14Q: 3 clusters Score -1443808 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1444045.750000 Penalty: 976.444519
	Iteration 15Q: 3 clusters Score -1444046 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1444339.750000 Penalty: 976.444519
	Iteration 16Q: 3 clusters Score -1444340 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38778 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1444672.875000 Penalty: 976.444519
	Iteration 17Q: 3 clusters Score -1444673 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39581 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1445044.750000 Penalty: 976.444519
	Iteration 18Q: 3 clusters Score -1445045 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40369 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1445427.625000 Penalty: 976.444519
	Iteration 19Q: 3 clusters Score -1445428 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1445840.375000 Penalty: 976.444519
	Iteration 20F: 3 clusters Score -1445840 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41905 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1446255.750000 Penalty: 976.444519
	Iteration 21Q: 3 clusters Score -1446256 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1446669.875000 Penalty: 976.444519
	Iteration 22Q: 3 clusters Score -1446670 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43269 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1447072.125000 Penalty: 976.444519
	Iteration 23Q: 3 clusters Score -1447072 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1447385.625000 Penalty: 976.444519
	Iteration 24Q: 3 clusters Score -1447386 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44221 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1447629.000000 Penalty: 976.444519
	Iteration 25Q: 3 clusters Score -1447629 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -1447811.000000 Penalty: 976.444519
	Iteration 26Q: 3 clusters Score -1447811 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1447964.750000 Penalty: 976.444519
	Iteration 27Q: 3 clusters Score -1447965 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44903 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1448083.000000 Penalty: 976.444519
	Iteration 28Q: 3 clusters Score -1448083 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1448177.500000 Penalty: 976.444519
	Iteration 29Q: 3 clusters Score -1448178 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -1448246.000000 Penalty: 976.444519
	Iteration 30Q: 3 clusters Score -1448246 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1448285.250000 Penalty: 976.444519
	Iteration 31Q: 3 clusters Score -1448285 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1448322.875000 Penalty: 976.444519
	Iteration 32Q: 3 clusters Score -1448323 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1448347.875000 Penalty: 976.444519
	Iteration 33Q: 3 clusters Score -1448348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1448364.875000 Penalty: 976.444519
	Iteration 34Q: 3 clusters Score -1448365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45198 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1448373.625000 Penalty: 976.444519
	Iteration 35Q: 3 clusters Score -1448374 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1448380.125000 Penalty: 976.444519
	Iteration 36Q: 3 clusters Score -1448380 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45200 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1448380.500000 Penalty: 976.444519
	Iteration 37Q: 3 clusters Score -1448380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45195 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1448381.750000 Penalty: 976.444519
	Iteration 38Q: 3 clusters Score -1448382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1448384.875000 Penalty: 976.444519
	Iteration 39Q: 3 clusters Score -1448385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45188 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -1448385.250000 Penalty: 976.444519
	Iteration 40F: 3 clusters Score -1448385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1448385.875000 Penalty: 976.444519
	Iteration 41Q: 3 clusters Score -1448386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45182 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1448384.625000 Penalty: 976.444519
	Iteration 42Q: 3 clusters Score -1448385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1448385.625000 Penalty: 976.444519
	Iteration 43Q: 3 clusters Score -1448386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1448385.250000 Penalty: 976.444519
	Iteration 44Q: 3 clusters Score -1448385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1448387.125000 Penalty: 976.444519
	Iteration 45Q: 3 clusters Score -1448387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1448386.875000 Penalty: 976.444519
	Iteration 46Q: 3 clusters Score -1448387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1448386.875000 Penalty: 976.444519
	Iteration 47F: 3 clusters Score -1448387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Entering Unmasked Estep 
Score: -19869.333984 Penalty: 292.478790
	Iteration 0F: 2 clusters Score -19869.33 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19294.562500 Penalty: 584.957581
	Iteration 0F: 3 clusters Score -19294.56 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -19439.951172 Penalty: 584.957581
	Iteration 1F: 3 clusters Score -19439.95 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19468.562500 Penalty: 584.957581
	Iteration 2F: 3 clusters Score -19468.56 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -19485.546875 Penalty: 584.957581
	Iteration 3Q: 3 clusters Score -19485.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -19501.662109 Penalty: 584.957581
	Iteration 4Q: 3 clusters Score -19501.66 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -19517.687500 Penalty: 584.957581
	Iteration 5Q: 3 clusters Score -19517.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19525.056641 Penalty: 584.957581
	Iteration 6Q: 3 clusters Score -19525.06 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -19532.437500 Penalty: 584.957581
	Iteration 7Q: 3 clusters Score -19532.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -19537.996094 Penalty: 584.957581
	Iteration 8Q: 3 clusters Score -19538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -19542.583984 Penalty: 584.957581
	Iteration 9Q: 3 clusters Score -19542.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19547.203125 Penalty: 584.957581
	Iteration 10Q: 3 clusters Score -19547.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -19549.644531 Penalty: 584.957581
	Iteration 11Q: 3 clusters Score -19549.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -19551.044922 Penalty: 584.957581
	Iteration 12Q: 3 clusters Score -19551.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -19553.906250 Penalty: 584.957581
	Iteration 13Q: 3 clusters Score -19553.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -19555.708984 Penalty: 584.957581
	Iteration 14Q: 3 clusters Score -19555.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19556.029297 Penalty: 584.957581
	Iteration 15Q: 3 clusters Score -19556.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -19556.029297 Penalty: 584.957581
	Iteration 16F: 3 clusters Score -19556.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Entering Unmasked Estep 
Score: -75644.468750 Penalty: 355.536804
	Iteration 0F: 2 clusters Score -75644.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -73931.789062 Penalty: 711.073608
	Iteration 0F: 3 clusters Score -73931.79 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -74524.953125 Penalty: 711.073608
	Iteration 1F: 3 clusters Score -74524.95 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -74636.789062 Penalty: 711.073608
	Iteration 2F: 3 clusters Score -74636.79 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -74732.960938 Penalty: 711.073608
	Iteration 3F: 3 clusters Score -74732.96 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -74807.234375 Penalty: 711.073608
	Iteration 4F: 3 clusters Score -74807.23 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -74866.890625 Penalty: 711.073608
	Iteration 5Q: 3 clusters Score -74866.89 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -74926.992188 Penalty: 711.073608
	Iteration 6Q: 3 clusters Score -74926.99 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -74975.125000 Penalty: 711.073608
	Iteration 7Q: 3 clusters Score -74975.12 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -75011.265625 Penalty: 711.073608
	Iteration 8Q: 3 clusters Score -75011.27 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -75033.726562 Penalty: 711.073608
	Iteration 9Q: 3 clusters Score -75033.73 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -75044.164062 Penalty: 711.073608
	Iteration 10Q: 3 clusters Score -75044.16 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -75051.906250 Penalty: 711.073608
	Iteration 11Q: 3 clusters Score -75051.91 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -75061.289062 Penalty: 711.073608
	Iteration 12Q: 3 clusters Score -75061.29 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -75077.750000 Penalty: 711.073608
	Iteration 13Q: 3 clusters Score -75077.75 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -75093.039062 Penalty: 711.073608
	Iteration 14Q: 3 clusters Score -75093.04 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -75104.429688 Penalty: 711.073608
	Iteration 15Q: 3 clusters Score -75104.43 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -75112.718750 Penalty: 711.073608
	Iteration 16Q: 3 clusters Score -75112.72 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -75124.468750 Penalty: 711.073608
	Iteration 17Q: 3 clusters Score -75124.47 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -75131.125000 Penalty: 711.073608
	Iteration 18Q: 3 clusters Score -75131.12 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -75138.734375 Penalty: 711.073608
	Iteration 19Q: 3 clusters Score -75138.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -75146.890625 Penalty: 711.073608
	Iteration 20F: 3 clusters Score -75146.89 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -75154.960938 Penalty: 711.073608
	Iteration 21Q: 3 clusters Score -75154.96 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -75162.757812 Penalty: 711.073608
	Iteration 22Q: 3 clusters Score -75162.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -75168.890625 Penalty: 711.073608
	Iteration 23Q: 3 clusters Score -75168.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -75176.328125 Penalty: 711.073608
	Iteration 24Q: 3 clusters Score -75176.33 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -75182.554688 Penalty: 711.073608
	Iteration 25Q: 3 clusters Score -75182.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -75193.343750 Penalty: 711.073608
	Iteration 26Q: 3 clusters Score -75193.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -75203.031250 Penalty: 711.073608
	Iteration 27Q: 3 clusters Score -75203.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -75221.859375 Penalty: 711.073608
	Iteration 28Q: 3 clusters Score -75221.86 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -75242.164062 Penalty: 711.073608
	Iteration 29Q: 3 clusters Score -75242.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -75255.273438 Penalty: 711.073608
	Iteration 30Q: 3 clusters Score -75255.27 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -75273.515625 Penalty: 711.073608
	Iteration 31Q: 3 clusters Score -75273.52 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -75294.945312 Penalty: 711.073608
	Iteration 32Q: 3 clusters Score -75294.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -75305.429688 Penalty: 711.073608
	Iteration 33Q: 3 clusters Score -75305.43 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -75311.164062 Penalty: 711.073608
	Iteration 34Q: 3 clusters Score -75311.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -75314.367188 Penalty: 711.073608
	Iteration 35Q: 3 clusters Score -75314.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -75316.953125 Penalty: 711.073608
	Iteration 36Q: 3 clusters Score -75316.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -75321.859375 Penalty: 711.073608
	Iteration 37Q: 3 clusters Score -75321.86 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -75325.484375 Penalty: 711.073608
	Iteration 38Q: 3 clusters Score -75325.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -75328.914062 Penalty: 711.073608
	Iteration 39Q: 3 clusters Score -75328.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -75332.164062 Penalty: 711.073608
	Iteration 40F: 3 clusters Score -75332.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -75334.906250 Penalty: 711.073608
	Iteration 41Q: 3 clusters Score -75334.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -75338.023438 Penalty: 711.073608
	Iteration 42Q: 3 clusters Score -75338.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -75341.460938 Penalty: 711.073608
	Iteration 43Q: 3 clusters Score -75341.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -75347.125000 Penalty: 711.073608
	Iteration 44Q: 3 clusters Score -75347.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -75347.906250 Penalty: 711.073608
	Iteration 45Q: 3 clusters Score -75347.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -75349.296875 Penalty: 711.073608
	Iteration 46Q: 3 clusters Score -75349.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -75350.117188 Penalty: 711.073608
	Iteration 47Q: 3 clusters Score -75350.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -75350.492188 Penalty: 711.073608
	Iteration 48Q: 3 clusters Score -75350.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -75350.789062 Penalty: 711.073608
	Iteration 49Q: 3 clusters Score -75350.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -75351.640625 Penalty: 711.073608
	Iteration 50Q: 3 clusters Score -75351.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -75352.046875 Penalty: 711.073608
	Iteration 51Q: 3 clusters Score -75352.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -75352.046875 Penalty: 711.073608
	Iteration 52F: 3 clusters Score -75352.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Entering Unmasked Estep 
Score: -206464.468750 Penalty: 400.350281
	Iteration 0F: 2 clusters Score -206464.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -202069.796875 Penalty: 800.700562
	Iteration 0F: 3 clusters Score -202069.8 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -203833.578125 Penalty: 800.700562
	Iteration 1F: 3 clusters Score -203833.6 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -204013.687500 Penalty: 800.700562
	Iteration 2F: 3 clusters Score -204013.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -204268.250000 Penalty: 800.700562
	Iteration 3F: 3 clusters Score -204268.2 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -204550.328125 Penalty: 800.700562
	Iteration 4F: 3 clusters Score -204550.3 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -204879.453125 Penalty: 800.700562
	Iteration 5F: 3 clusters Score -204879.5 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -205193.984375 Penalty: 800.700562
	Iteration 6F: 3 clusters Score -205194 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -205414.109375 Penalty: 800.700562
	Iteration 7Q: 3 clusters Score -205414.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -205581.531250 Penalty: 800.700562
	Iteration 8Q: 3 clusters Score -205581.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -205704.156250 Penalty: 800.700562
	Iteration 9Q: 3 clusters Score -205704.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -205801.453125 Penalty: 800.700562
	Iteration 10Q: 3 clusters Score -205801.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -205862.500000 Penalty: 800.700562
	Iteration 11Q: 3 clusters Score -205862.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -205919.625000 Penalty: 800.700562
	Iteration 12Q: 3 clusters Score -205919.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -205973.390625 Penalty: 800.700562
	Iteration 13Q: 3 clusters Score -205973.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -206003.562500 Penalty: 800.700562
	Iteration 14Q: 3 clusters Score -206003.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -206018.562500 Penalty: 800.700562
	Iteration 15Q: 3 clusters Score -206018.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -206034.203125 Penalty: 800.700562
	Iteration 16Q: 3 clusters Score -206034.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -206048.718750 Penalty: 800.700562
	Iteration 17Q: 3 clusters Score -206048.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -206059.531250 Penalty: 800.700562
	Iteration 18Q: 3 clusters Score -206059.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -206070.218750 Penalty: 800.700562
	Iteration 19Q: 3 clusters Score -206070.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -206081.281250 Penalty: 800.700562
	Iteration 20F: 3 clusters Score -206081.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -206090.312500 Penalty: 800.700562
	Iteration 21Q: 3 clusters Score -206090.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -206095.078125 Penalty: 800.700562
	Iteration 22Q: 3 clusters Score -206095.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -206099.218750 Penalty: 800.700562
	Iteration 23Q: 3 clusters Score -206099.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -206102.906250 Penalty: 800.700562
	Iteration 24Q: 3 clusters Score -206102.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -206111.500000 Penalty: 800.700562
	Iteration 25Q: 3 clusters Score -206111.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -206117.140625 Penalty: 800.700562
	Iteration 26Q: 3 clusters Score -206117.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -206120.312500 Penalty: 800.700562
	Iteration 27Q: 3 clusters Score -206120.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -206126.234375 Penalty: 800.700562
	Iteration 28Q: 3 clusters Score -206126.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -206131.062500 Penalty: 800.700562
	Iteration 29Q: 3 clusters Score -206131.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -206133.281250 Penalty: 800.700562
	Iteration 30Q: 3 clusters Score -206133.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -206133.625000 Penalty: 800.700562
	Iteration 31Q: 3 clusters Score -206133.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -206133.625000 Penalty: 800.700562
	Iteration 32F: 3 clusters Score -206133.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -23095.255859 Penalty: 296.351990
	Iteration 0F: 2 clusters Score -23095.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -22509.248047 Penalty: 592.703979
	Iteration 0F: 3 clusters Score -22509.25 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22645.052734 Penalty: 592.703979
	Iteration 1F: 3 clusters Score -22645.05 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -22682.740234 Penalty: 592.703979
	Iteration 2F: 3 clusters Score -22682.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -22707.207031 Penalty: 592.703979
	Iteration 3Q: 3 clusters Score -22707.21 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -22730.380859 Penalty: 592.703979
	Iteration 4Q: 3 clusters Score -22730.38 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -22743.878906 Penalty: 592.703979
	Iteration 5Q: 3 clusters Score -22743.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -22755.310547 Penalty: 592.703979
	Iteration 6Q: 3 clusters Score -22755.31 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -22763.271484 Penalty: 592.703979
	Iteration 7Q: 3 clusters Score -22763.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -22767.521484 Penalty: 592.703979
	Iteration 8Q: 3 clusters Score -22767.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -22768.566406 Penalty: 592.703979
	Iteration 9Q: 3 clusters Score -22768.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22772.431641 Penalty: 592.703979
	Iteration 10Q: 3 clusters Score -22772.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -22778.175781 Penalty: 592.703979
	Iteration 11Q: 3 clusters Score -22778.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -22782.156250 Penalty: 592.703979
	Iteration 12Q: 3 clusters Score -22782.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -22786.373047 Penalty: 592.703979
	Iteration 13Q: 3 clusters Score -22786.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -22789.660156 Penalty: 592.703979
	Iteration 14Q: 3 clusters Score -22789.66 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -22795.236328 Penalty: 592.703979
	Iteration 15Q: 3 clusters Score -22795.24 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -22803.076172 Penalty: 592.703979
	Iteration 16Q: 3 clusters Score -22803.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -22808.873047 Penalty: 592.703979
	Iteration 17Q: 3 clusters Score -22808.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -22813.970703 Penalty: 592.703979
	Iteration 18Q: 3 clusters Score -22813.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -22817.812500 Penalty: 592.703979
	Iteration 19Q: 3 clusters Score -22817.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -22822.416016 Penalty: 592.703979
	Iteration 20F: 3 clusters Score -22822.42 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22824.597656 Penalty: 592.703979
	Iteration 21Q: 3 clusters Score -22824.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -22826.304688 Penalty: 592.703979
	Iteration 22Q: 3 clusters Score -22826.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -22827.355469 Penalty: 592.703979
	Iteration 23Q: 3 clusters Score -22827.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -22827.800781 Penalty: 592.703979
	Iteration 24Q: 3 clusters Score -22827.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -22829.613281 Penalty: 592.703979
	Iteration 25Q: 3 clusters Score -22829.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -22830.699219 Penalty: 592.703979
	Iteration 26Q: 3 clusters Score -22830.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -22831.162109 Penalty: 592.703979
	Iteration 27Q: 3 clusters Score -22831.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -22831.162109 Penalty: 592.703979
	Iteration 28F: 3 clusters Score -22831.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Entering Unmasked Estep 
Score: -104764.304688 Penalty: 372.076965
	Iteration 0F: 2 clusters Score -104764.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -102387.765625 Penalty: 744.153931
	Iteration 0F: 3 clusters Score -102387.8 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -103243.164062 Penalty: 744.153931
	Iteration 1F: 3 clusters Score -103243.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -103411.773438 Penalty: 744.153931
	Iteration 2F: 3 clusters Score -103411.8 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -103607.585938 Penalty: 744.153931
	Iteration 3F: 3 clusters Score -103607.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -103835.296875 Penalty: 744.153931
	Iteration 4F: 3 clusters Score -103835.3 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -104097.460938 Penalty: 744.153931
	Iteration 5F: 3 clusters Score -104097.5 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -104302.343750 Penalty: 744.153931
	Iteration 6F: 3 clusters Score -104302.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -104396.484375 Penalty: 744.153931
	Iteration 7Q: 3 clusters Score -104396.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -104469.148438 Penalty: 744.153931
	Iteration 8Q: 3 clusters Score -104469.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -104522.562500 Penalty: 744.153931
	Iteration 9Q: 3 clusters Score -104522.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -104555.484375 Penalty: 744.153931
	Iteration 10Q: 3 clusters Score -104555.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -104572.296875 Penalty: 744.153931
	Iteration 11Q: 3 clusters Score -104572.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -104587.320312 Penalty: 744.153931
	Iteration 12Q: 3 clusters Score -104587.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -104595.289062 Penalty: 744.153931
	Iteration 13Q: 3 clusters Score -104595.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -104598.882812 Penalty: 744.153931
	Iteration 14Q: 3 clusters Score -104598.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -104600.578125 Penalty: 744.153931
	Iteration 15Q: 3 clusters Score -104600.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -104602.093750 Penalty: 744.153931
	Iteration 16Q: 3 clusters Score -104602.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -104603.335938 Penalty: 744.153931
	Iteration 17Q: 3 clusters Score -104603.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -104605.242188 Penalty: 744.153931
	Iteration 18Q: 3 clusters Score -104605.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -104606.625000 Penalty: 744.153931
	Iteration 19Q: 3 clusters Score -104606.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -104607.093750 Penalty: 744.153931
	Iteration 20F: 3 clusters Score -104607.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -104607.523438 Penalty: 744.153931
	Iteration 21Q: 3 clusters Score -104607.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -104608.195312 Penalty: 744.153931
	Iteration 22Q: 3 clusters Score -104608.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -104609.031250 Penalty: 744.153931
	Iteration 23Q: 3 clusters Score -104609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -104609.742188 Penalty: 744.153931
	Iteration 24Q: 3 clusters Score -104609.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -104610.187500 Penalty: 744.153931
	Iteration 25Q: 3 clusters Score -104610.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -104611.234375 Penalty: 744.153931
	Iteration 26Q: 3 clusters Score -104611.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -104612.500000 Penalty: 744.153931
	Iteration 27Q: 3 clusters Score -104612.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -104613.273438 Penalty: 744.153931
	Iteration 28Q: 3 clusters Score -104613.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -104614.398438 Penalty: 744.153931
	Iteration 29Q: 3 clusters Score -104614.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -104614.414062 Penalty: 744.153931
	Iteration 30Q: 3 clusters Score -104614.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -104615.132812 Penalty: 744.153931
	Iteration 31Q: 3 clusters Score -104615.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -104615.929688 Penalty: 744.153931
	Iteration 32Q: 3 clusters Score -104615.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -104616.445312 Penalty: 744.153931
	Iteration 33Q: 3 clusters Score -104616.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -104617.453125 Penalty: 744.153931
	Iteration 34Q: 3 clusters Score -104617.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -104619.312500 Penalty: 744.153931
	Iteration 35Q: 3 clusters Score -104619.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -104621.445312 Penalty: 744.153931
	Iteration 36Q: 3 clusters Score -104621.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -104622.890625 Penalty: 744.153931
	Iteration 37Q: 3 clusters Score -104622.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -104624.867188 Penalty: 744.153931
	Iteration 38Q: 3 clusters Score -104624.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -104625.578125 Penalty: 744.153931
	Iteration 39Q: 3 clusters Score -104625.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -104626.000000 Penalty: 744.153931
	Iteration 40F: 3 clusters Score -104626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -104626.437500 Penalty: 744.153931
	Iteration 41Q: 3 clusters Score -104626.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -104626.421875 Penalty: 744.153931
	Iteration 42Q: 3 clusters Score -104626.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -104626.546875 Penalty: 744.153931
	Iteration 43Q: 3 clusters Score -104626.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -104626.546875 Penalty: 744.153931
	Iteration 44F: 3 clusters Score -104626.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Entering Unmasked Estep 
Score: -119322.304688 Penalty: 377.674042
	Iteration 0F: 2 clusters Score -119322.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -116559.609375 Penalty: 755.348083
	Iteration 0F: 3 clusters Score -116559.6 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -117685.648438 Penalty: 755.348083
	Iteration 1F: 3 clusters Score -117685.6 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -117857.945312 Penalty: 755.348083
	Iteration 2F: 3 clusters Score -117857.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -118000.859375 Penalty: 755.348083
	Iteration 3F: 3 clusters Score -118000.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -118154.843750 Penalty: 755.348083
	Iteration 4F: 3 clusters Score -118154.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -118305.835938 Penalty: 755.348083
	Iteration 5F: 3 clusters Score -118305.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -118442.984375 Penalty: 755.348083
	Iteration 6Q: 3 clusters Score -118443 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -118563.679688 Penalty: 755.348083
	Iteration 7Q: 3 clusters Score -118563.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -118637.421875 Penalty: 755.348083
	Iteration 8Q: 3 clusters Score -118637.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -118672.929688 Penalty: 755.348083
	Iteration 9Q: 3 clusters Score -118672.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -118696.554688 Penalty: 755.348083
	Iteration 10Q: 3 clusters Score -118696.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -118717.351562 Penalty: 755.348083
	Iteration 11Q: 3 clusters Score -118717.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -118735.765625 Penalty: 755.348083
	Iteration 12Q: 3 clusters Score -118735.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -118752.070312 Penalty: 755.348083
	Iteration 13Q: 3 clusters Score -118752.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -118766.031250 Penalty: 755.348083
	Iteration 14Q: 3 clusters Score -118766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -118781.937500 Penalty: 755.348083
	Iteration 15Q: 3 clusters Score -118781.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -118797.359375 Penalty: 755.348083
	Iteration 16Q: 3 clusters Score -118797.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -118816.625000 Penalty: 755.348083
	Iteration 17Q: 3 clusters Score -118816.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -118833.531250 Penalty: 755.348083
	Iteration 18Q: 3 clusters Score -118833.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -118855.828125 Penalty: 755.348083
	Iteration 19Q: 3 clusters Score -118855.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -118876.484375 Penalty: 755.348083
	Iteration 20F: 3 clusters Score -118876.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -118895.656250 Penalty: 755.348083
	Iteration 21Q: 3 clusters Score -118895.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -118910.765625 Penalty: 755.348083
	Iteration 22Q: 3 clusters Score -118910.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -118920.031250 Penalty: 755.348083
	Iteration 23Q: 3 clusters Score -118920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -118926.125000 Penalty: 755.348083
	Iteration 24Q: 3 clusters Score -118926.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -118932.976562 Penalty: 755.348083
	Iteration 25Q: 3 clusters Score -118933 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -118941.656250 Penalty: 755.348083
	Iteration 26Q: 3 clusters Score -118941.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -118951.085938 Penalty: 755.348083
	Iteration 27Q: 3 clusters Score -118951.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -118959.945312 Penalty: 755.348083
	Iteration 28Q: 3 clusters Score -118959.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -118970.664062 Penalty: 755.348083
	Iteration 29Q: 3 clusters Score -118970.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -118981.406250 Penalty: 755.348083
	Iteration 30Q: 3 clusters Score -118981.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -118988.640625 Penalty: 755.348083
	Iteration 31Q: 3 clusters Score -118988.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -118992.562500 Penalty: 755.348083
	Iteration 32Q: 3 clusters Score -118992.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -118996.273438 Penalty: 755.348083
	Iteration 33Q: 3 clusters Score -118996.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -119001.414062 Penalty: 755.348083
	Iteration 34Q: 3 clusters Score -119001.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -119008.070312 Penalty: 755.348083
	Iteration 35Q: 3 clusters Score -119008.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -119014.835938 Penalty: 755.348083
	Iteration 36Q: 3 clusters Score -119014.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -119016.359375 Penalty: 755.348083
	Iteration 37Q: 3 clusters Score -119016.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -119016.882812 Penalty: 755.348083
	Iteration 38Q: 3 clusters Score -119016.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -119016.882812 Penalty: 755.348083
	Iteration 39F: 3 clusters Score -119016.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Entering Unmasked Estep 
Score: -201401.218750 Penalty: 397.077026
	Iteration 0F: 2 clusters Score -201401.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -197180.078125 Penalty: 794.154053
	Iteration 0F: 3 clusters Score -197180.1 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -198868.093750 Penalty: 794.154053
	Iteration 1F: 3 clusters Score -198868.1 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -199144.296875 Penalty: 794.154053
	Iteration 2F: 3 clusters Score -199144.3 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -199476.171875 Penalty: 794.154053
	Iteration 3F: 3 clusters Score -199476.2 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -199878.390625 Penalty: 794.154053
	Iteration 4F: 3 clusters Score -199878.4 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -200281.375000 Penalty: 794.154053
	Iteration 5F: 3 clusters Score -200281.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -200567.531250 Penalty: 794.154053
	Iteration 6Q: 3 clusters Score -200567.5 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -200746.234375 Penalty: 794.154053
	Iteration 7Q: 3 clusters Score -200746.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -200841.421875 Penalty: 794.154053
	Iteration 8Q: 3 clusters Score -200841.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -200892.312500 Penalty: 794.154053
	Iteration 9Q: 3 clusters Score -200892.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -200951.828125 Penalty: 794.154053
	Iteration 10Q: 3 clusters Score -200951.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -200986.250000 Penalty: 794.154053
	Iteration 11Q: 3 clusters Score -200986.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -201010.546875 Penalty: 794.154053
	Iteration 12Q: 3 clusters Score -201010.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -201028.687500 Penalty: 794.154053
	Iteration 13Q: 3 clusters Score -201028.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -201045.453125 Penalty: 794.154053
	Iteration 14Q: 3 clusters Score -201045.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -201058.312500 Penalty: 794.154053
	Iteration 15Q: 3 clusters Score -201058.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -201061.718750 Penalty: 794.154053
	Iteration 16Q: 3 clusters Score -201061.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -201064.625000 Penalty: 794.154053
	Iteration 17Q: 3 clusters Score -201064.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -201069.921875 Penalty: 794.154053
	Iteration 18Q: 3 clusters Score -201069.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -201076.250000 Penalty: 794.154053
	Iteration 19Q: 3 clusters Score -201076.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -201086.000000 Penalty: 794.154053
	Iteration 20F: 3 clusters Score -201086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -201094.859375 Penalty: 794.154053
	Iteration 21Q: 3 clusters Score -201094.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -201096.796875 Penalty: 794.154053
	Iteration 22Q: 3 clusters Score -201096.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -201099.296875 Penalty: 794.154053
	Iteration 23Q: 3 clusters Score -201099.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -201100.703125 Penalty: 794.154053
	Iteration 24Q: 3 clusters Score -201100.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -201103.203125 Penalty: 794.154053
	Iteration 25Q: 3 clusters Score -201103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -201105.593750 Penalty: 794.154053
	Iteration 26Q: 3 clusters Score -201105.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -201107.593750 Penalty: 794.154053
	Iteration 27Q: 3 clusters Score -201107.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -201108.687500 Penalty: 794.154053
	Iteration 28Q: 3 clusters Score -201108.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -201110.000000 Penalty: 794.154053
	Iteration 29Q: 3 clusters Score -201110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -201110.859375 Penalty: 794.154053
	Iteration 30Q: 3 clusters Score -201110.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -201112.187500 Penalty: 794.154053
	Iteration 31Q: 3 clusters Score -201112.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -201112.578125 Penalty: 794.154053
	Iteration 32Q: 3 clusters Score -201112.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -201114.343750 Penalty: 794.154053
	Iteration 33Q: 3 clusters Score -201114.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -201114.578125 Penalty: 794.154053
	Iteration 34Q: 3 clusters Score -201114.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -201115.203125 Penalty: 794.154053
	Iteration 35Q: 3 clusters Score -201115.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -201115.343750 Penalty: 794.154053
	Iteration 36Q: 3 clusters Score -201115.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -201116.687500 Penalty: 794.154053
	Iteration 37Q: 3 clusters Score -201116.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -201119.781250 Penalty: 794.154053
	Iteration 38Q: 3 clusters Score -201119.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -201120.437500 Penalty: 794.154053
	Iteration 39Q: 3 clusters Score -201120.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -201120.796875 Penalty: 794.154053
	Iteration 40F: 3 clusters Score -201120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -201122.062500 Penalty: 794.154053
	Iteration 41Q: 3 clusters Score -201122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -201123.359375 Penalty: 794.154053
	Iteration 42Q: 3 clusters Score -201123.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -201124.250000 Penalty: 794.154053
	Iteration 43Q: 3 clusters Score -201124.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -201124.984375 Penalty: 794.154053
	Iteration 44Q: 3 clusters Score -201125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -201125.593750 Penalty: 794.154053
	Iteration 45Q: 3 clusters Score -201125.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -201125.812500 Penalty: 794.154053
	Iteration 46Q: 3 clusters Score -201125.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -201125.812500 Penalty: 794.154053
	Iteration 47F: 3 clusters Score -201125.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (149854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149854 members 
Entering Unmasked Estep 
Score: -4971991.000000 Penalty: 542.242432
	Iteration 0F: 2 clusters Score -4971991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74855 members 
Mstep: Class 2 contains 74999 members 
Entering Unmasked Estep 
Score: -4870383.000000 Penalty: 1084.484863
	Iteration 0F: 3 clusters Score -4870383 nChanged 73598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 76805 members 
Entering Unmasked Estep 
Score: -4915670.500000 Penalty: 1084.484863
	Iteration 1F: 3 clusters Score -4915670 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72214 members 
Mstep: Class 2 contains 77640 members 
Entering Unmasked Estep 
Score: -4917454.500000 Penalty: 1084.484863
	Iteration 2Q: 3 clusters Score -4917454 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71137 members 
Mstep: Class 2 contains 78717 members 
Entering Unmasked Estep 
Score: -4919680.000000 Penalty: 1084.484863
	Iteration 3Q: 3 clusters Score -4919680 nChanged 7032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69749 members 
Mstep: Class 2 contains 80105 members 
Entering Unmasked Estep 
Score: -4922563.500000 Penalty: 1084.484863
	Iteration 4Q: 3 clusters Score -4922564 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67999 members 
Mstep: Class 2 contains 81855 members 
Entering Unmasked Estep 
Score: -4926461.000000 Penalty: 1084.484863
	Iteration 5F: 3 clusters Score -4926461 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65574 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
Score: -4931705.500000 Penalty: 1084.484863
	Iteration 6F: 3 clusters Score -4931706 nChanged 8734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62524 members 
Mstep: Class 2 contains 87330 members 
Entering Unmasked Estep 
Score: -4937561.000000 Penalty: 1084.484863
	Iteration 7F: 3 clusters Score -4937561 nChanged 7985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 90367 members 
Entering Unmasked Estep 
Score: -4942488.000000 Penalty: 1084.484863
	Iteration 8F: 3 clusters Score -4942488 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -4945897.000000 Penalty: 1084.484863
	Iteration 9Q: 3 clusters Score -4945897 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54267 members 
Mstep: Class 2 contains 95587 members 
Entering Unmasked Estep 
Score: -4948071.000000 Penalty: 1084.484863
	Iteration 10Q: 3 clusters Score -4948071 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52323 members 
Mstep: Class 2 contains 97531 members 
Entering Unmasked Estep 
Score: -4949383.500000 Penalty: 1084.484863
	Iteration 11Q: 3 clusters Score -4949384 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 99294 members 
Entering Unmasked Estep 
Score: -4950183.500000 Penalty: 1084.484863
	Iteration 12Q: 3 clusters Score -4950184 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 100984 members 
Entering Unmasked Estep 
Score: -4950677.500000 Penalty: 1084.484863
	Iteration 13Q: 3 clusters Score -4950678 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 102733 members 
Entering Unmasked Estep 
Score: -4951092.500000 Penalty: 1084.484863
	Iteration 14Q: 3 clusters Score -4951092 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 104526 members 
Entering Unmasked Estep 
Score: -4951527.000000 Penalty: 1084.484863
	Iteration 15Q: 3 clusters Score -4951527 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 106376 members 
Entering Unmasked Estep 
Score: -4951901.000000 Penalty: 1084.484863
	Iteration 16Q: 3 clusters Score -4951901 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 108347 members 
Entering Unmasked Estep 
Score: -4952290.000000 Penalty: 1084.484863
	Iteration 17Q: 3 clusters Score -4952290 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 110419 members 
Entering Unmasked Estep 
Score: -4952772.000000 Penalty: 1084.484863
	Iteration 18Q: 3 clusters Score -4952772 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37270 members 
Mstep: Class 2 contains 112584 members 
Entering Unmasked Estep 
Score: -4953291.500000 Penalty: 1084.484863
	Iteration 19Q: 3 clusters Score -4953292 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 114970 members 
Entering Unmasked Estep 
Score: -4953936.000000 Penalty: 1084.484863
	Iteration 20F: 3 clusters Score -4953936 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32219 members 
Mstep: Class 2 contains 117635 members 
Entering Unmasked Estep 
Score: -4954796.000000 Penalty: 1084.484863
	Iteration 21Q: 3 clusters Score -4954796 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29388 members 
Mstep: Class 2 contains 120466 members 
Entering Unmasked Estep 
Score: -4955754.500000 Penalty: 1084.484863
	Iteration 22Q: 3 clusters Score -4955754 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 123533 members 
Entering Unmasked Estep 
Score: -4956929.000000 Penalty: 1084.484863
	Iteration 23Q: 3 clusters Score -4956929 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 126800 members 
Entering Unmasked Estep 
Score: -4958327.000000 Penalty: 1084.484863
	Iteration 24Q: 3 clusters Score -4958327 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 130315 members 
Entering Unmasked Estep 
Score: -4960159.000000 Penalty: 1084.484863
	Iteration 25Q: 3 clusters Score -4960159 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 133934 members 
Entering Unmasked Estep 
Score: -4962142.000000 Penalty: 1084.484863
	Iteration 26Q: 3 clusters Score -4962142 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 137514 members 
Entering Unmasked Estep 
Score: -4964335.500000 Penalty: 1084.484863
	Iteration 27Q: 3 clusters Score -4964336 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 140767 members 
Entering Unmasked Estep 
Score: -4966371.000000 Penalty: 1084.484863
	Iteration 28Q: 3 clusters Score -4966371 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 143445 members 
Entering Unmasked Estep 
Score: -4968011.000000 Penalty: 1084.484863
	Iteration 29Q: 3 clusters Score -4968011 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 145541 members 
Entering Unmasked Estep 
Score: -4969286.000000 Penalty: 1084.484863
	Iteration 30Q: 3 clusters Score -4969286 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 147049 members 
Entering Unmasked Estep 
Score: -4970172.500000 Penalty: 1084.484863
	Iteration 31Q: 3 clusters Score -4970172 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 148010 members 
Entering Unmasked Estep 
Score: -4970706.000000 Penalty: 1084.484863
	Iteration 32Q: 3 clusters Score -4970706 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 148617 members 
Entering Unmasked Estep 
Score: -4971045.500000 Penalty: 1084.484863
	Iteration 33Q: 3 clusters Score -4971046 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 148945 members 
Entering Unmasked Estep 
Score: -4971200.500000 Penalty: 1084.484863
	Iteration 34Q: 3 clusters Score -4971200 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 149159 members 
Entering Unmasked Estep 
Score: -4971315.000000 Penalty: 1084.484863
	Iteration 35Q: 3 clusters Score -4971315 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 149275 members 
Entering Unmasked Estep 
Score: -4971368.500000 Penalty: 1084.484863
	Iteration 36Q: 3 clusters Score -4971368 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 149362 members 
Entering Unmasked Estep 
Score: -4971408.000000 Penalty: 1084.484863
	Iteration 37Q: 3 clusters Score -4971408 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 149437 members 
Entering Unmasked Estep 
Score: -4971445.000000 Penalty: 1084.484863
	Iteration 38Q: 3 clusters Score -4971445 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 149480 members 
Entering Unmasked Estep 
Score: -4971449.500000 Penalty: 1084.484863
	Iteration 39Q: 3 clusters Score -4971450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 149507 members 
Entering Unmasked Estep 
Score: -4971464.000000 Penalty: 1084.484863
	Iteration 40F: 3 clusters Score -4971464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 149534 members 
Entering Unmasked Estep 
Score: -4971476.500000 Penalty: 1084.484863
	Iteration 41Q: 3 clusters Score -4971476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 149556 members 
Entering Unmasked Estep 
Score: -4971482.000000 Penalty: 1084.484863
	Iteration 42Q: 3 clusters Score -4971482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 149569 members 
Entering Unmasked Estep 
Score: -4971494.000000 Penalty: 1084.484863
	Iteration 43Q: 3 clusters Score -4971494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 149581 members 
Entering Unmasked Estep 
Score: -4971500.000000 Penalty: 1084.484863
	Iteration 44Q: 3 clusters Score -4971500 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 149591 members 
Entering Unmasked Estep 
Score: -4971507.500000 Penalty: 1084.484863
	Iteration 45Q: 3 clusters Score -4971508 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 149595 members 
Entering Unmasked Estep 
Score: -4971506.000000 Penalty: 1084.484863
	Iteration 46Q: 3 clusters Score -4971506 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 149598 members 
Entering Unmasked Estep 
Score: -4971506.500000 Penalty: 1084.484863
	Iteration 47Q: 3 clusters Score -4971506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 149600 members 
Entering Unmasked Estep 
Score: -4971512.500000 Penalty: 1084.484863
	Iteration 48Q: 3 clusters Score -4971512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 149604 members 
Entering Unmasked Estep 
Score: -4971514.000000 Penalty: 1084.484863
	Iteration 49Q: 3 clusters Score -4971514 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 149609 members 
Entering Unmasked Estep 
Score: -4971519.500000 Penalty: 1084.484863
	Iteration 50Q: 3 clusters Score -4971520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 149613 members 
Entering Unmasked Estep 
Score: -4971523.000000 Penalty: 1084.484863
	Iteration 51Q: 3 clusters Score -4971523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 149617 members 
Entering Unmasked Estep 
Score: -4971520.000000 Penalty: 1084.484863
	Iteration 52Q: 3 clusters Score -4971520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 149623 members 
Entering Unmasked Estep 
Score: -4971526.500000 Penalty: 1084.484863
	Iteration 53Q: 3 clusters Score -4971526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 149628 members 
Entering Unmasked Estep 
Score: -4971532.500000 Penalty: 1084.484863
	Iteration 54Q: 3 clusters Score -4971532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 149632 members 
Entering Unmasked Estep 
Score: -4971529.000000 Penalty: 1084.484863
	Iteration 55Q: 3 clusters Score -4971529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 149635 members 
Entering Unmasked Estep 
Score: -4971532.500000 Penalty: 1084.484863
	Iteration 56Q: 3 clusters Score -4971532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 149639 members 
Entering Unmasked Estep 
Score: -4971536.500000 Penalty: 1084.484863
	Iteration 57Q: 3 clusters Score -4971536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 149636 members 
Entering Unmasked Estep 
Score: -4971543.500000 Penalty: 1084.484863
	Iteration 58Q: 3 clusters Score -4971544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 149637 members 
Entering Unmasked Estep 
Score: -4971542.500000 Penalty: 1084.484863
	Iteration 59Q: 3 clusters Score -4971542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 149640 members 
Entering Unmasked Estep 
Score: -4971548.500000 Penalty: 1084.484863
	Iteration 60F: 3 clusters Score -4971548 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 149642 members 
Entering Unmasked Estep 
Score: -4971551.500000 Penalty: 1084.484863
	Iteration 61Q: 3 clusters Score -4971552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 149642 members 
Entering Unmasked Estep 
Score: -4971553.500000 Penalty: 1084.484863
	Iteration 62Q: 3 clusters Score -4971554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 149642 members 
Entering Unmasked Estep 
Score: -4971554.000000 Penalty: 1084.484863
	Iteration 63Q: 3 clusters Score -4971554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 149643 members 
Entering Unmasked Estep 
Score: -4971554.500000 Penalty: 1084.484863
	Iteration 64Q: 3 clusters Score -4971554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 149643 members 
Entering Unmasked Estep 
Score: -4971557.000000 Penalty: 1084.484863
	Iteration 65Q: 3 clusters Score -4971557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 149643 members 
Entering Unmasked Estep 
Score: -4971555.000000 Penalty: 1084.484863
	Iteration 66Q: 3 clusters Score -4971555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 149642 members 
Entering Unmasked Estep 
Score: -4971556.500000 Penalty: 1084.484863
	Iteration 67Q: 3 clusters Score -4971556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 149642 members 
Entering Unmasked Estep 
Score: -4971556.500000 Penalty: 1084.484863
	Iteration 68F: 3 clusters Score -4971556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23447 members 
Entering Unmasked Estep 
Score: -718982.375000 Penalty: 457.843658
	Iteration 0F: 2 clusters Score -718982.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -703236.750000 Penalty: 915.687317
	Iteration 0F: 3 clusters Score -703236.8 nChanged 11210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -710064.187500 Penalty: 915.687317
	Iteration 1F: 3 clusters Score -710064.2 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -710641.812500 Penalty: 915.687317
	Iteration 2F: 3 clusters Score -710641.8 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -711461.562500 Penalty: 915.687317
	Iteration 3F: 3 clusters Score -711461.6 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -712564.187500 Penalty: 915.687317
	Iteration 4F: 3 clusters Score -712564.2 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -713996.062500 Penalty: 915.687317
	Iteration 5F: 3 clusters Score -713996.1 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -715455.937500 Penalty: 915.687317
	Iteration 6F: 3 clusters Score -715455.9 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -716509.437500 Penalty: 915.687317
	Iteration 7F: 3 clusters Score -716509.4 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -717048.750000 Penalty: 915.687317
	Iteration 8Q: 3 clusters Score -717048.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -717390.375000 Penalty: 915.687317
	Iteration 9Q: 3 clusters Score -717390.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -717629.375000 Penalty: 915.687317
	Iteration 10Q: 3 clusters Score -717629.4 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -717812.687500 Penalty: 915.687317
	Iteration 11Q: 3 clusters Score -717812.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -717973.250000 Penalty: 915.687317
	Iteration 12Q: 3 clusters Score -717973.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -718094.625000 Penalty: 915.687317
	Iteration 13Q: 3 clusters Score -718094.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -718171.812500 Penalty: 915.687317
	Iteration 14Q: 3 clusters Score -718171.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -718217.000000 Penalty: 915.687317
	Iteration 15Q: 3 clusters Score -718217 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -718250.312500 Penalty: 915.687317
	Iteration 16Q: 3 clusters Score -718250.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -718274.062500 Penalty: 915.687317
	Iteration 17Q: 3 clusters Score -718274.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 17303 members 
Entering Unmasked Estep 
Score: -718292.625000 Penalty: 915.687317
	Iteration 18Q: 3 clusters Score -718292.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -718309.750000 Penalty: 915.687317
	Iteration 19Q: 3 clusters Score -718309.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -718327.187500 Penalty: 915.687317
	Iteration 20F: 3 clusters Score -718327.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -718335.937500 Penalty: 915.687317
	Iteration 21Q: 3 clusters Score -718335.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -718345.875000 Penalty: 915.687317
	Iteration 22Q: 3 clusters Score -718345.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -718358.375000 Penalty: 915.687317
	Iteration 23Q: 3 clusters Score -718358.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -718365.812500 Penalty: 915.687317
	Iteration 24Q: 3 clusters Score -718365.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -718381.125000 Penalty: 915.687317
	Iteration 25Q: 3 clusters Score -718381.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -718390.875000 Penalty: 915.687317
	Iteration 26Q: 3 clusters Score -718390.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -718399.187500 Penalty: 915.687317
	Iteration 27Q: 3 clusters Score -718399.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -718411.562500 Penalty: 915.687317
	Iteration 28Q: 3 clusters Score -718411.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -718422.625000 Penalty: 915.687317
	Iteration 29Q: 3 clusters Score -718422.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -718427.437500 Penalty: 915.687317
	Iteration 30Q: 3 clusters Score -718427.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -718437.937500 Penalty: 915.687317
	Iteration 31Q: 3 clusters Score -718437.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -718440.000000 Penalty: 915.687317
	Iteration 32Q: 3 clusters Score -718440 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -718447.562500 Penalty: 915.687317
	Iteration 33Q: 3 clusters Score -718447.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -718450.125000 Penalty: 915.687317
	Iteration 34Q: 3 clusters Score -718450.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -718453.750000 Penalty: 915.687317
	Iteration 35Q: 3 clusters Score -718453.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -718462.437500 Penalty: 915.687317
	Iteration 36Q: 3 clusters Score -718462.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -718465.687500 Penalty: 915.687317
	Iteration 37Q: 3 clusters Score -718465.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -718474.687500 Penalty: 915.687317
	Iteration 38Q: 3 clusters Score -718474.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -718479.500000 Penalty: 915.687317
	Iteration 39Q: 3 clusters Score -718479.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -718484.750000 Penalty: 915.687317
	Iteration 40F: 3 clusters Score -718484.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -718488.187500 Penalty: 915.687317
	Iteration 41Q: 3 clusters Score -718488.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -718495.500000 Penalty: 915.687317
	Iteration 42Q: 3 clusters Score -718495.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -718504.062500 Penalty: 915.687317
	Iteration 43Q: 3 clusters Score -718504.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -718508.750000 Penalty: 915.687317
	Iteration 44Q: 3 clusters Score -718508.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -718520.250000 Penalty: 915.687317
	Iteration 45Q: 3 clusters Score -718520.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -718528.812500 Penalty: 915.687317
	Iteration 46Q: 3 clusters Score -718528.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -718531.937500 Penalty: 915.687317
	Iteration 47Q: 3 clusters Score -718531.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -718538.062500 Penalty: 915.687317
	Iteration 48Q: 3 clusters Score -718538.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -718543.812500 Penalty: 915.687317
	Iteration 49Q: 3 clusters Score -718543.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -718547.375000 Penalty: 915.687317
	Iteration 50Q: 3 clusters Score -718547.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -718554.750000 Penalty: 915.687317
	Iteration 51Q: 3 clusters Score -718554.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -718554.562500 Penalty: 915.687317
	Iteration 52Q: 3 clusters Score -718554.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 19642 members 
Entering Unmasked Estep 
Score: -718555.375000 Penalty: 915.687317
	Iteration 53Q: 3 clusters Score -718555.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -718558.500000 Penalty: 915.687317
	Iteration 54Q: 3 clusters Score -718558.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 19701 members 
Entering Unmasked Estep 
Score: -718563.125000 Penalty: 915.687317
	Iteration 55Q: 3 clusters Score -718563.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -718566.562500 Penalty: 915.687317
	Iteration 56Q: 3 clusters Score -718566.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -718569.750000 Penalty: 915.687317
	Iteration 57Q: 3 clusters Score -718569.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -718572.000000 Penalty: 915.687317
	Iteration 58Q: 3 clusters Score -718572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -718571.062500 Penalty: 915.687317
	Iteration 59Q: 3 clusters Score -718571.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -718574.687500 Penalty: 915.687317
	Iteration 60F: 3 clusters Score -718574.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -718574.375000 Penalty: 915.687317
	Iteration 61Q: 3 clusters Score -718574.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -718575.375000 Penalty: 915.687317
	Iteration 62Q: 3 clusters Score -718575.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -718578.937500 Penalty: 915.687317
	Iteration 63Q: 3 clusters Score -718578.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -718580.937500 Penalty: 915.687317
	Iteration 64Q: 3 clusters Score -718580.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -718580.500000 Penalty: 915.687317
	Iteration 65Q: 3 clusters Score -718580.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -718582.562500 Penalty: 915.687317
	Iteration 66Q: 3 clusters Score -718582.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -718581.500000 Penalty: 915.687317
	Iteration 67Q: 3 clusters Score -718581.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -718581.500000 Penalty: 915.687317
	Iteration 68Q: 3 clusters Score -718581.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -718581.500000 Penalty: 915.687317
	Iteration 69Q: 3 clusters Score -718581.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -718581.812500 Penalty: 915.687317
	Iteration 70Q: 3 clusters Score -718581.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -718581.812500 Penalty: 915.687317
	Iteration 71F: 3 clusters Score -718581.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -6718.990234 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -6718.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -6374.976562 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -6374.977 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -6497.436523 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -6497.437 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -6537.108398 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -6537.108 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -6569.525391 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -6569.525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6587.803223 Penalty: 524.060059
	Iteration 4Q: 3 clusters Score -6587.803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -6613.387207 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -6613.387 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -6642.236328 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -6642.236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6672.510742 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -6672.511 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -6686.666504 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -6686.667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -6689.020996 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -6689.021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -6690.232910 Penalty: 524.060059
	Iteration 10Q: 3 clusters Score -6690.233 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -6690.232910 Penalty: 524.060059
	Iteration 11F: 3 clusters Score -6690.233 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38179 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38179 members 
Entering Unmasked Estep 
Score: -1216733.000000 Penalty: 480.026886
	Iteration 0F: 2 clusters Score -1216733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -1191162.750000 Penalty: 960.053772
	Iteration 0F: 3 clusters Score -1191163 nChanged 18245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -1202592.750000 Penalty: 960.053772
	Iteration 1F: 3 clusters Score -1202593 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1203907.125000 Penalty: 960.053772
	Iteration 2F: 3 clusters Score -1203907 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25802 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1205817.750000 Penalty: 960.053772
	Iteration 3F: 3 clusters Score -1205818 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1208195.000000 Penalty: 960.053772
	Iteration 4F: 3 clusters Score -1208195 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -1210629.750000 Penalty: 960.053772
	Iteration 5F: 3 clusters Score -1210630 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1212663.000000 Penalty: 960.053772
	Iteration 6F: 3 clusters Score -1212663 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1213876.750000 Penalty: 960.053772
	Iteration 7Q: 3 clusters Score -1213877 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1214520.250000 Penalty: 960.053772
	Iteration 8Q: 3 clusters Score -1214520 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1214872.375000 Penalty: 960.053772
	Iteration 9Q: 3 clusters Score -1214872 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1215118.625000 Penalty: 960.053772
	Iteration 10Q: 3 clusters Score -1215119 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1215313.875000 Penalty: 960.053772
	Iteration 11Q: 3 clusters Score -1215314 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1215488.125000 Penalty: 960.053772
	Iteration 12Q: 3 clusters Score -1215488 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35276 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -1215636.500000 Penalty: 960.053772
	Iteration 13Q: 3 clusters Score -1215636 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35540 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1215777.125000 Penalty: 960.053772
	Iteration 14Q: 3 clusters Score -1215777 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35753 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1215885.250000 Penalty: 960.053772
	Iteration 15Q: 3 clusters Score -1215885 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1215976.250000 Penalty: 960.053772
	Iteration 16Q: 3 clusters Score -1215976 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36114 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1216051.125000 Penalty: 960.053772
	Iteration 17Q: 3 clusters Score -1216051 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36222 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1216104.750000 Penalty: 960.053772
	Iteration 18Q: 3 clusters Score -1216105 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1216146.625000 Penalty: 960.053772
	Iteration 19Q: 3 clusters Score -1216147 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1216187.875000 Penalty: 960.053772
	Iteration 20F: 3 clusters Score -1216188 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1216217.625000 Penalty: 960.053772
	Iteration 21Q: 3 clusters Score -1216218 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1216250.125000 Penalty: 960.053772
	Iteration 22Q: 3 clusters Score -1216250 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36632 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1216281.375000 Penalty: 960.053772
	Iteration 23Q: 3 clusters Score -1216281 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1216319.375000 Penalty: 960.053772
	Iteration 24Q: 3 clusters Score -1216319 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1216344.625000 Penalty: 960.053772
	Iteration 25Q: 3 clusters Score -1216345 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36827 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1216364.750000 Penalty: 960.053772
	Iteration 26Q: 3 clusters Score -1216365 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36878 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1216377.000000 Penalty: 960.053772
	Iteration 27Q: 3 clusters Score -1216377 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36920 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1216392.625000 Penalty: 960.053772
	Iteration 28Q: 3 clusters Score -1216393 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36963 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1216400.750000 Penalty: 960.053772
	Iteration 29Q: 3 clusters Score -1216401 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36995 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1216408.625000 Penalty: 960.053772
	Iteration 30Q: 3 clusters Score -1216409 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1216417.375000 Penalty: 960.053772
	Iteration 31Q: 3 clusters Score -1216417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1216420.250000 Penalty: 960.053772
	Iteration 32Q: 3 clusters Score -1216420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37054 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1216422.875000 Penalty: 960.053772
	Iteration 33Q: 3 clusters Score -1216423 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37071 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1216423.375000 Penalty: 960.053772
	Iteration 34Q: 3 clusters Score -1216423 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37089 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1216423.625000 Penalty: 960.053772
	Iteration 35Q: 3 clusters Score -1216424 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37102 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1216423.750000 Penalty: 960.053772
	Iteration 36Q: 3 clusters Score -1216424 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1216425.250000 Penalty: 960.053772
	Iteration 37Q: 3 clusters Score -1216425 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37132 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1216429.875000 Penalty: 960.053772
	Iteration 38Q: 3 clusters Score -1216430 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37149 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1216431.875000 Penalty: 960.053772
	Iteration 39Q: 3 clusters Score -1216432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37161 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1216435.375000 Penalty: 960.053772
	Iteration 40F: 3 clusters Score -1216435 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37174 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1216434.750000 Penalty: 960.053772
	Iteration 41Q: 3 clusters Score -1216435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37179 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1216433.500000 Penalty: 960.053772
	Iteration 42Q: 3 clusters Score -1216434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37185 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1216432.625000 Penalty: 960.053772
	Iteration 43Q: 3 clusters Score -1216433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1216433.125000 Penalty: 960.053772
	Iteration 44Q: 3 clusters Score -1216433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1216433.250000 Penalty: 960.053772
	Iteration 45Q: 3 clusters Score -1216433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1216433.250000 Penalty: 960.053772
	Iteration 46F: 3 clusters Score -1216433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Entering Unmasked Estep 
Score: -630827.812500 Penalty: 447.504425
	Iteration 0F: 2 clusters Score -630827.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -618523.875000 Penalty: 895.008850
	Iteration 0F: 3 clusters Score -618523.9 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -624442.812500 Penalty: 895.008850
	Iteration 1F: 3 clusters Score -624442.8 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10347 members 
Entering Unmasked Estep 
Score: -625201.187500 Penalty: 895.008850
	Iteration 2F: 3 clusters Score -625201.2 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -625996.937500 Penalty: 895.008850
	Iteration 3F: 3 clusters Score -625996.9 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -626717.250000 Penalty: 895.008850
	Iteration 4F: 3 clusters Score -626717.2 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -627305.500000 Penalty: 895.008850
	Iteration 5F: 3 clusters Score -627305.5 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -627718.250000 Penalty: 895.008850
	Iteration 6Q: 3 clusters Score -627718.2 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -627964.000000 Penalty: 895.008850
	Iteration 7Q: 3 clusters Score -627964 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -628102.250000 Penalty: 895.008850
	Iteration 8Q: 3 clusters Score -628102.2 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -628185.375000 Penalty: 895.008850
	Iteration 9Q: 3 clusters Score -628185.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -628243.437500 Penalty: 895.008850
	Iteration 10Q: 3 clusters Score -628243.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -628291.875000 Penalty: 895.008850
	Iteration 11Q: 3 clusters Score -628291.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -628341.437500 Penalty: 895.008850
	Iteration 12Q: 3 clusters Score -628341.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -628390.437500 Penalty: 895.008850
	Iteration 13Q: 3 clusters Score -628390.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -628438.562500 Penalty: 895.008850
	Iteration 14Q: 3 clusters Score -628438.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -628491.937500 Penalty: 895.008850
	Iteration 15Q: 3 clusters Score -628491.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -628536.125000 Penalty: 895.008850
	Iteration 16Q: 3 clusters Score -628536.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -628574.000000 Penalty: 895.008850
	Iteration 17Q: 3 clusters Score -628574 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -628608.500000 Penalty: 895.008850
	Iteration 18Q: 3 clusters Score -628608.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
Score: -628639.625000 Penalty: 895.008850
	Iteration 19Q: 3 clusters Score -628639.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -628668.687500 Penalty: 895.008850
	Iteration 20F: 3 clusters Score -628668.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -628690.312500 Penalty: 895.008850
	Iteration 21Q: 3 clusters Score -628690.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -628718.812500 Penalty: 895.008850
	Iteration 22Q: 3 clusters Score -628718.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -628739.500000 Penalty: 895.008850
	Iteration 23Q: 3 clusters Score -628739.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -628765.187500 Penalty: 895.008850
	Iteration 24Q: 3 clusters Score -628765.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -628802.500000 Penalty: 895.008850
	Iteration 25Q: 3 clusters Score -628802.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -628836.937500 Penalty: 895.008850
	Iteration 26Q: 3 clusters Score -628836.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -628865.437500 Penalty: 895.008850
	Iteration 27Q: 3 clusters Score -628865.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 11549 members 
Entering Unmasked Estep 
Score: -628896.437500 Penalty: 895.008850
	Iteration 28Q: 3 clusters Score -628896.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -628923.687500 Penalty: 895.008850
	Iteration 29Q: 3 clusters Score -628923.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -628949.437500 Penalty: 895.008850
	Iteration 30Q: 3 clusters Score -628949.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -628977.875000 Penalty: 895.008850
	Iteration 31Q: 3 clusters Score -628977.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -628997.812500 Penalty: 895.008850
	Iteration 32Q: 3 clusters Score -628997.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -629019.562500 Penalty: 895.008850
	Iteration 33Q: 3 clusters Score -629019.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -629040.437500 Penalty: 895.008850
	Iteration 34Q: 3 clusters Score -629040.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 11741 members 
Entering Unmasked Estep 
Score: -629063.937500 Penalty: 895.008850
	Iteration 35Q: 3 clusters Score -629063.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -629083.187500 Penalty: 895.008850
	Iteration 36Q: 3 clusters Score -629083.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -629104.437500 Penalty: 895.008850
	Iteration 37Q: 3 clusters Score -629104.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -629119.562500 Penalty: 895.008850
	Iteration 38Q: 3 clusters Score -629119.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -629134.812500 Penalty: 895.008850
	Iteration 39Q: 3 clusters Score -629134.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -629150.812500 Penalty: 895.008850
	Iteration 40F: 3 clusters Score -629150.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -629159.687500 Penalty: 895.008850
	Iteration 41Q: 3 clusters Score -629159.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -629166.375000 Penalty: 895.008850
	Iteration 42Q: 3 clusters Score -629166.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -629172.250000 Penalty: 895.008850
	Iteration 43Q: 3 clusters Score -629172.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -629179.000000 Penalty: 895.008850
	Iteration 44Q: 3 clusters Score -629179 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -629186.125000 Penalty: 895.008850
	Iteration 45Q: 3 clusters Score -629186.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -629191.687500 Penalty: 895.008850
	Iteration 46Q: 3 clusters Score -629191.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -629196.625000 Penalty: 895.008850
	Iteration 47Q: 3 clusters Score -629196.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -629198.875000 Penalty: 895.008850
	Iteration 48Q: 3 clusters Score -629198.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -629203.312500 Penalty: 895.008850
	Iteration 49Q: 3 clusters Score -629203.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -629207.750000 Penalty: 895.008850
	Iteration 50Q: 3 clusters Score -629207.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -629210.187500 Penalty: 895.008850
	Iteration 51Q: 3 clusters Score -629210.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -629209.500000 Penalty: 895.008850
	Iteration 52Q: 3 clusters Score -629209.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -629211.312500 Penalty: 895.008850
	Iteration 53Q: 3 clusters Score -629211.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -629212.187500 Penalty: 895.008850
	Iteration 54Q: 3 clusters Score -629212.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -629215.312500 Penalty: 895.008850
	Iteration 55Q: 3 clusters Score -629215.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -629216.125000 Penalty: 895.008850
	Iteration 56Q: 3 clusters Score -629216.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -629218.437500 Penalty: 895.008850
	Iteration 57Q: 3 clusters Score -629218.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -629223.250000 Penalty: 895.008850
	Iteration 58Q: 3 clusters Score -629223.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 12581 members 
Entering Unmasked Estep 
Score: -629227.187500 Penalty: 895.008850
	Iteration 59Q: 3 clusters Score -629227.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -629227.812500 Penalty: 895.008850
	Iteration 60F: 3 clusters Score -629227.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -629232.500000 Penalty: 895.008850
	Iteration 61Q: 3 clusters Score -629232.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -629234.625000 Penalty: 895.008850
	Iteration 62Q: 3 clusters Score -629234.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -629238.062500 Penalty: 895.008850
	Iteration 63Q: 3 clusters Score -629238.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -629239.812500 Penalty: 895.008850
	Iteration 64Q: 3 clusters Score -629239.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -629243.937500 Penalty: 895.008850
	Iteration 65Q: 3 clusters Score -629243.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -629245.250000 Penalty: 895.008850
	Iteration 66Q: 3 clusters Score -629245.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -629255.250000 Penalty: 895.008850
	Iteration 67Q: 3 clusters Score -629255.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -629262.250000 Penalty: 895.008850
	Iteration 68Q: 3 clusters Score -629262.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -629272.437500 Penalty: 895.008850
	Iteration 69Q: 3 clusters Score -629272.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -629282.937500 Penalty: 895.008850
	Iteration 70Q: 3 clusters Score -629282.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -629291.687500 Penalty: 895.008850
	Iteration 71Q: 3 clusters Score -629291.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -629303.000000 Penalty: 895.008850
	Iteration 72Q: 3 clusters Score -629303 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -629313.562500 Penalty: 895.008850
	Iteration 73Q: 3 clusters Score -629313.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -629319.375000 Penalty: 895.008850
	Iteration 74Q: 3 clusters Score -629319.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -629332.000000 Penalty: 895.008850
	Iteration 75Q: 3 clusters Score -629332 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -629339.750000 Penalty: 895.008850
	Iteration 76Q: 3 clusters Score -629339.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -629351.500000 Penalty: 895.008850
	Iteration 77Q: 3 clusters Score -629351.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -629363.687500 Penalty: 895.008850
	Iteration 78Q: 3 clusters Score -629363.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -629376.187500 Penalty: 895.008850
	Iteration 79Q: 3 clusters Score -629376.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -629384.187500 Penalty: 895.008850
	Iteration 80F: 3 clusters Score -629384.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -629398.375000 Penalty: 895.008850
	Iteration 81Q: 3 clusters Score -629398.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -629407.437500 Penalty: 895.008850
	Iteration 82Q: 3 clusters Score -629407.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -629419.375000 Penalty: 895.008850
	Iteration 83Q: 3 clusters Score -629419.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -629435.000000 Penalty: 895.008850
	Iteration 84Q: 3 clusters Score -629435 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -629450.000000 Penalty: 895.008850
	Iteration 85Q: 3 clusters Score -629450 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -629464.000000 Penalty: 895.008850
	Iteration 86Q: 3 clusters Score -629464 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -629477.500000 Penalty: 895.008850
	Iteration 87Q: 3 clusters Score -629477.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -629491.562500 Penalty: 895.008850
	Iteration 88Q: 3 clusters Score -629491.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -629504.187500 Penalty: 895.008850
	Iteration 89Q: 3 clusters Score -629504.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -629517.812500 Penalty: 895.008850
	Iteration 90Q: 3 clusters Score -629517.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -629532.250000 Penalty: 895.008850
	Iteration 91Q: 3 clusters Score -629532.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -629548.687500 Penalty: 895.008850
	Iteration 92Q: 3 clusters Score -629548.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -629563.437500 Penalty: 895.008850
	Iteration 93Q: 3 clusters Score -629563.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -629578.062500 Penalty: 895.008850
	Iteration 94Q: 3 clusters Score -629578.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 15184 members 
Entering Unmasked Estep 
Score: -629597.562500 Penalty: 895.008850
	Iteration 95Q: 3 clusters Score -629597.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -629616.125000 Penalty: 895.008850
	Iteration 96Q: 3 clusters Score -629616.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -629637.000000 Penalty: 895.008850
	Iteration 97Q: 3 clusters Score -629637 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 15522 members 
Entering Unmasked Estep 
Score: -629656.625000 Penalty: 895.008850
	Iteration 98Q: 3 clusters Score -629656.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -629680.250000 Penalty: 895.008850
	Iteration 99Q: 3 clusters Score -629680.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -629712.875000 Penalty: 895.008850
	Iteration 100F: 3 clusters Score -629712.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -629737.062500 Penalty: 895.008850
	Iteration 101Q: 3 clusters Score -629737.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -629758.375000 Penalty: 895.008850
	Iteration 102Q: 3 clusters Score -629758.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -629789.250000 Penalty: 895.008850
	Iteration 103Q: 3 clusters Score -629789.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -629822.687500 Penalty: 895.008850
	Iteration 104Q: 3 clusters Score -629822.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 16370 members 
Entering Unmasked Estep 
Score: -629856.937500 Penalty: 895.008850
	Iteration 105Q: 3 clusters Score -629856.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -629881.375000 Penalty: 895.008850
	Iteration 106Q: 3 clusters Score -629881.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -629906.500000 Penalty: 895.008850
	Iteration 107Q: 3 clusters Score -629906.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -629936.750000 Penalty: 895.008850
	Iteration 108Q: 3 clusters Score -629936.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -629970.750000 Penalty: 895.008850
	Iteration 109Q: 3 clusters Score -629970.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -630007.812500 Penalty: 895.008850
	Iteration 110Q: 3 clusters Score -630007.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -630049.937500 Penalty: 895.008850
	Iteration 111Q: 3 clusters Score -630049.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -630102.937500 Penalty: 895.008850
	Iteration 112Q: 3 clusters Score -630102.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -630154.875000 Penalty: 895.008850
	Iteration 113Q: 3 clusters Score -630154.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -630191.875000 Penalty: 895.008850
	Iteration 114Q: 3 clusters Score -630191.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -630226.562500 Penalty: 895.008850
	Iteration 115Q: 3 clusters Score -630226.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -630255.500000 Penalty: 895.008850
	Iteration 116Q: 3 clusters Score -630255.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 17723 members 
Entering Unmasked Estep 
Score: -630282.125000 Penalty: 895.008850
	Iteration 117Q: 3 clusters Score -630282.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -630304.625000 Penalty: 895.008850
	Iteration 118Q: 3 clusters Score -630304.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -630326.625000 Penalty: 895.008850
	Iteration 119Q: 3 clusters Score -630326.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -630344.687500 Penalty: 895.008850
	Iteration 120F: 3 clusters Score -630344.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -630359.500000 Penalty: 895.008850
	Iteration 121Q: 3 clusters Score -630359.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -630368.437500 Penalty: 895.008850
	Iteration 122Q: 3 clusters Score -630368.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -630384.437500 Penalty: 895.008850
	Iteration 123Q: 3 clusters Score -630384.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -630397.750000 Penalty: 895.008850
	Iteration 124Q: 3 clusters Score -630397.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -630409.125000 Penalty: 895.008850
	Iteration 125Q: 3 clusters Score -630409.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -630420.750000 Penalty: 895.008850
	Iteration 126Q: 3 clusters Score -630420.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -630432.812500 Penalty: 895.008850
	Iteration 127Q: 3 clusters Score -630432.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -630442.125000 Penalty: 895.008850
	Iteration 128Q: 3 clusters Score -630442.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -630455.562500 Penalty: 895.008850
	Iteration 129Q: 3 clusters Score -630455.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -630459.812500 Penalty: 895.008850
	Iteration 130Q: 3 clusters Score -630459.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -630463.312500 Penalty: 895.008850
	Iteration 131Q: 3 clusters Score -630463.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -630465.437500 Penalty: 895.008850
	Iteration 132Q: 3 clusters Score -630465.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -630467.875000 Penalty: 895.008850
	Iteration 133Q: 3 clusters Score -630467.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -630470.687500 Penalty: 895.008850
	Iteration 134Q: 3 clusters Score -630470.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -630471.625000 Penalty: 895.008850
	Iteration 135Q: 3 clusters Score -630471.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -630473.125000 Penalty: 895.008850
	Iteration 136Q: 3 clusters Score -630473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -630476.062500 Penalty: 895.008850
	Iteration 137Q: 3 clusters Score -630476.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -630477.312500 Penalty: 895.008850
	Iteration 138Q: 3 clusters Score -630477.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -630477.750000 Penalty: 895.008850
	Iteration 139Q: 3 clusters Score -630477.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -630478.250000 Penalty: 895.008850
	Iteration 140F: 3 clusters Score -630478.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -630479.687500 Penalty: 895.008850
	Iteration 141Q: 3 clusters Score -630479.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -630479.875000 Penalty: 895.008850
	Iteration 142Q: 3 clusters Score -630479.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -630481.437500 Penalty: 895.008850
	Iteration 143Q: 3 clusters Score -630481.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -630483.187500 Penalty: 895.008850
	Iteration 144Q: 3 clusters Score -630483.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -630485.000000 Penalty: 895.008850
	Iteration 145Q: 3 clusters Score -630485 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -630485.687500 Penalty: 895.008850
	Iteration 146Q: 3 clusters Score -630485.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -630486.062500 Penalty: 895.008850
	Iteration 147Q: 3 clusters Score -630486.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -630485.937500 Penalty: 895.008850
	Iteration 148Q: 3 clusters Score -630485.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -630488.187500 Penalty: 895.008850
	Iteration 149Q: 3 clusters Score -630488.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -630489.937500 Penalty: 895.008850
	Iteration 150Q: 3 clusters Score -630489.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -630490.437500 Penalty: 895.008850
	Iteration 151Q: 3 clusters Score -630490.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -630491.000000 Penalty: 895.008850
	Iteration 152Q: 3 clusters Score -630491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -630491.687500 Penalty: 895.008850
	Iteration 153Q: 3 clusters Score -630491.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -630492.375000 Penalty: 895.008850
	Iteration 154Q: 3 clusters Score -630492.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -630493.375000 Penalty: 895.008850
	Iteration 155Q: 3 clusters Score -630493.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -630493.375000 Penalty: 895.008850
	Iteration 156F: 3 clusters Score -630493.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Entering Unmasked Estep 
Score: -187983.250000 Penalty: 399.097321
	Iteration 0F: 2 clusters Score -187983.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -183686.156250 Penalty: 798.194641
	Iteration 0F: 3 clusters Score -183686.2 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -185725.406250 Penalty: 798.194641
	Iteration 1F: 3 clusters Score -185725.4 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -186009.359375 Penalty: 798.194641
	Iteration 2F: 3 clusters Score -186009.4 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -186299.000000 Penalty: 798.194641
	Iteration 3F: 3 clusters Score -186299 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -186554.687500 Penalty: 798.194641
	Iteration 4F: 3 clusters Score -186554.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -186710.625000 Penalty: 798.194641
	Iteration 5Q: 3 clusters Score -186710.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -186803.765625 Penalty: 798.194641
	Iteration 6Q: 3 clusters Score -186803.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -186863.000000 Penalty: 798.194641
	Iteration 7Q: 3 clusters Score -186863 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -186910.750000 Penalty: 798.194641
	Iteration 8Q: 3 clusters Score -186910.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -186959.187500 Penalty: 798.194641
	Iteration 9Q: 3 clusters Score -186959.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -187005.234375 Penalty: 798.194641
	Iteration 10Q: 3 clusters Score -187005.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -187050.906250 Penalty: 798.194641
	Iteration 11Q: 3 clusters Score -187050.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -187109.218750 Penalty: 798.194641
	Iteration 12Q: 3 clusters Score -187109.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -187159.187500 Penalty: 798.194641
	Iteration 13Q: 3 clusters Score -187159.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -187207.015625 Penalty: 798.194641
	Iteration 14Q: 3 clusters Score -187207 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -187246.734375 Penalty: 798.194641
	Iteration 15Q: 3 clusters Score -187246.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -187280.375000 Penalty: 798.194641
	Iteration 16Q: 3 clusters Score -187280.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -187307.562500 Penalty: 798.194641
	Iteration 17Q: 3 clusters Score -187307.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -187327.500000 Penalty: 798.194641
	Iteration 18Q: 3 clusters Score -187327.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -187349.296875 Penalty: 798.194641
	Iteration 19Q: 3 clusters Score -187349.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -187383.312500 Penalty: 798.194641
	Iteration 20F: 3 clusters Score -187383.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -187416.734375 Penalty: 798.194641
	Iteration 21Q: 3 clusters Score -187416.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -187444.312500 Penalty: 798.194641
	Iteration 22Q: 3 clusters Score -187444.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -187477.406250 Penalty: 798.194641
	Iteration 23Q: 3 clusters Score -187477.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -187522.062500 Penalty: 798.194641
	Iteration 24Q: 3 clusters Score -187522.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -187569.234375 Penalty: 798.194641
	Iteration 25Q: 3 clusters Score -187569.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -187609.640625 Penalty: 798.194641
	Iteration 26Q: 3 clusters Score -187609.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -187640.234375 Penalty: 798.194641
	Iteration 27Q: 3 clusters Score -187640.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -187661.406250 Penalty: 798.194641
	Iteration 28Q: 3 clusters Score -187661.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -187671.906250 Penalty: 798.194641
	Iteration 29Q: 3 clusters Score -187671.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -187675.781250 Penalty: 798.194641
	Iteration 30Q: 3 clusters Score -187675.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -187676.796875 Penalty: 798.194641
	Iteration 31Q: 3 clusters Score -187676.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -187676.984375 Penalty: 798.194641
	Iteration 32Q: 3 clusters Score -187677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -187677.468750 Penalty: 798.194641
	Iteration 33Q: 3 clusters Score -187677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -187677.375000 Penalty: 798.194641
	Iteration 34Q: 3 clusters Score -187677.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -187677.578125 Penalty: 798.194641
	Iteration 35Q: 3 clusters Score -187677.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -187677.828125 Penalty: 798.194641
	Iteration 36Q: 3 clusters Score -187677.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -187677.812500 Penalty: 798.194641
	Iteration 37Q: 3 clusters Score -187677.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -187677.953125 Penalty: 798.194641
	Iteration 38Q: 3 clusters Score -187678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -187677.859375 Penalty: 798.194641
	Iteration 39Q: 3 clusters Score -187677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -187678.031250 Penalty: 798.194641
	Iteration 40F: 3 clusters Score -187678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -187677.890625 Penalty: 798.194641
	Iteration 41Q: 3 clusters Score -187677.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -187678.140625 Penalty: 798.194641
	Iteration 42Q: 3 clusters Score -187678.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -187678.171875 Penalty: 798.194641
	Iteration 43Q: 3 clusters Score -187678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -187678.171875 Penalty: 798.194641
	Iteration 44F: 3 clusters Score -187678.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20340 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Entering Unmasked Estep 
Score: -664576.437500 Penalty: 451.375671
	Iteration 0F: 2 clusters Score -664576.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -651016.187500 Penalty: 902.751343
	Iteration 0F: 3 clusters Score -651016.2 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -656764.687500 Penalty: 902.751343
	Iteration 1F: 3 clusters Score -656764.7 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -657517.625000 Penalty: 902.751343
	Iteration 2F: 3 clusters Score -657517.6 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -658574.250000 Penalty: 902.751343
	Iteration 3F: 3 clusters Score -658574.2 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -659908.937500 Penalty: 902.751343
	Iteration 4F: 3 clusters Score -659908.9 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 15300 members 
Entering Unmasked Estep 
Score: -661389.062500 Penalty: 902.751343
	Iteration 5F: 3 clusters Score -661389.1 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -662594.187500 Penalty: 902.751343
	Iteration 6F: 3 clusters Score -662594.2 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -663299.312500 Penalty: 902.751343
	Iteration 7Q: 3 clusters Score -663299.3 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -663696.000000 Penalty: 902.751343
	Iteration 8Q: 3 clusters Score -663696 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -663945.687500 Penalty: 902.751343
	Iteration 9Q: 3 clusters Score -663945.7 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -664129.375000 Penalty: 902.751343
	Iteration 10Q: 3 clusters Score -664129.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -664225.625000 Penalty: 902.751343
	Iteration 11Q: 3 clusters Score -664225.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -664274.250000 Penalty: 902.751343
	Iteration 12Q: 3 clusters Score -664274.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -664290.687500 Penalty: 902.751343
	Iteration 13Q: 3 clusters Score -664290.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 15888 members 
Entering Unmasked Estep 
Score: -664304.687500 Penalty: 902.751343
	Iteration 14Q: 3 clusters Score -664304.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -664310.000000 Penalty: 902.751343
	Iteration 15Q: 3 clusters Score -664310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -664314.625000 Penalty: 902.751343
	Iteration 16Q: 3 clusters Score -664314.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -664315.875000 Penalty: 902.751343
	Iteration 17Q: 3 clusters Score -664315.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -664317.250000 Penalty: 902.751343
	Iteration 18Q: 3 clusters Score -664317.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -664317.750000 Penalty: 902.751343
	Iteration 19Q: 3 clusters Score -664317.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -664320.625000 Penalty: 902.751343
	Iteration 20F: 3 clusters Score -664320.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -664321.562500 Penalty: 902.751343
	Iteration 21Q: 3 clusters Score -664321.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -664323.562500 Penalty: 902.751343
	Iteration 22Q: 3 clusters Score -664323.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -664323.750000 Penalty: 902.751343
	Iteration 23Q: 3 clusters Score -664323.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -664323.250000 Penalty: 902.751343
	Iteration 24Q: 3 clusters Score -664323.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -664323.000000 Penalty: 902.751343
	Iteration 25Q: 3 clusters Score -664323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -664324.625000 Penalty: 902.751343
	Iteration 26Q: 3 clusters Score -664324.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -664326.812500 Penalty: 902.751343
	Iteration 27Q: 3 clusters Score -664326.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -664325.125000 Penalty: 902.751343
	Iteration 28Q: 3 clusters Score -664325.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -664325.812500 Penalty: 902.751343
	Iteration 29Q: 3 clusters Score -664325.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -664325.250000 Penalty: 902.751343
	Iteration 30Q: 3 clusters Score -664325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -664324.250000 Penalty: 902.751343
	Iteration 31Q: 3 clusters Score -664324.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 15904 members 
Entering Unmasked Estep 
Score: -664326.000000 Penalty: 902.751343
	Iteration 32Q: 3 clusters Score -664326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -664325.187500 Penalty: 902.751343
	Iteration 33Q: 3 clusters Score -664325.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -664325.937500 Penalty: 902.751343
	Iteration 34Q: 3 clusters Score -664325.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -664326.500000 Penalty: 902.751343
	Iteration 35Q: 3 clusters Score -664326.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -664326.687500 Penalty: 902.751343
	Iteration 36Q: 3 clusters Score -664326.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -664324.750000 Penalty: 902.751343
	Iteration 37Q: 3 clusters Score -664324.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -664324.875000 Penalty: 902.751343
	Iteration 38Q: 3 clusters Score -664324.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -664324.875000 Penalty: 902.751343
	Iteration 39F: 3 clusters Score -664324.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (128940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128940 members 
Entering Unmasked Estep 
Score: -4218534.000000 Penalty: 535.403137
	Iteration 0F: 2 clusters Score -4218534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 64665 members 
Entering Unmasked Estep 
Score: -4131271.250000 Penalty: 1070.806274
	Iteration 0F: 3 clusters Score -4131271 nChanged 63112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 69033 members 
Entering Unmasked Estep 
Score: -4169811.250000 Penalty: 1070.806274
	Iteration 1F: 3 clusters Score -4169811 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 71526 members 
Entering Unmasked Estep 
Score: -4172069.250000 Penalty: 1070.806274
	Iteration 2Q: 3 clusters Score -4172069 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 75407 members 
Entering Unmasked Estep 
Score: -4175728.000000 Penalty: 1070.806274
	Iteration 3Q: 3 clusters Score -4175728 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48286 members 
Mstep: Class 2 contains 80654 members 
Entering Unmasked Estep 
Score: -4181325.000000 Penalty: 1070.806274
	Iteration 4F: 3 clusters Score -4181325 nChanged 8445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41991 members 
Mstep: Class 2 contains 86949 members 
Entering Unmasked Estep 
Score: -4188275.500000 Penalty: 1070.806274
	Iteration 5F: 3 clusters Score -4188276 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35845 members 
Mstep: Class 2 contains 93095 members 
Entering Unmasked Estep 
Score: -4194842.000000 Penalty: 1070.806274
	Iteration 6F: 3 clusters Score -4194842 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 98299 members 
Entering Unmasked Estep 
Score: -4199661.000000 Penalty: 1070.806274
	Iteration 7F: 3 clusters Score -4199661 nChanged 5511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26272 members 
Mstep: Class 2 contains 102668 members 
Entering Unmasked Estep 
Score: -4202933.500000 Penalty: 1070.806274
	Iteration 8Q: 3 clusters Score -4202934 nChanged 4364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 106588 members 
Entering Unmasked Estep 
Score: -4205497.000000 Penalty: 1070.806274
	Iteration 9Q: 3 clusters Score -4205497 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 110295 members 
Entering Unmasked Estep 
Score: -4207787.000000 Penalty: 1070.806274
	Iteration 10Q: 3 clusters Score -4207787 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 113688 members 
Entering Unmasked Estep 
Score: -4209880.500000 Penalty: 1070.806274
	Iteration 11Q: 3 clusters Score -4209880 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 116661 members 
Entering Unmasked Estep 
Score: -4211787.500000 Penalty: 1070.806274
	Iteration 12Q: 3 clusters Score -4211788 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 119243 members 
Entering Unmasked Estep 
Score: -4213446.500000 Penalty: 1070.806274
	Iteration 13Q: 3 clusters Score -4213446 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 121360 members 
Entering Unmasked Estep 
Score: -4214779.500000 Penalty: 1070.806274
	Iteration 14Q: 3 clusters Score -4214780 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 123059 members 
Entering Unmasked Estep 
Score: -4215898.500000 Penalty: 1070.806274
	Iteration 15Q: 3 clusters Score -4215898 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 124365 members 
Entering Unmasked Estep 
Score: -4216676.500000 Penalty: 1070.806274
	Iteration 16Q: 3 clusters Score -4216676 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 125244 members 
Entering Unmasked Estep 
Score: -4217169.000000 Penalty: 1070.806274
	Iteration 17Q: 3 clusters Score -4217169 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 125904 members 
Entering Unmasked Estep 
Score: -4217516.000000 Penalty: 1070.806274
	Iteration 18Q: 3 clusters Score -4217516 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 126424 members 
Entering Unmasked Estep 
Score: -4217788.500000 Penalty: 1070.806274
	Iteration 19Q: 3 clusters Score -4217788 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 126793 members 
Entering Unmasked Estep 
Score: -4217936.500000 Penalty: 1070.806274
	Iteration 20F: 3 clusters Score -4217936 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 127037 members 
Entering Unmasked Estep 
Score: -4218001.000000 Penalty: 1070.806274
	Iteration 21Q: 3 clusters Score -4218001 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 127245 members 
Entering Unmasked Estep 
Score: -4218067.500000 Penalty: 1070.806274
	Iteration 22Q: 3 clusters Score -4218068 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 127403 members 
Entering Unmasked Estep 
Score: -4218126.000000 Penalty: 1070.806274
	Iteration 23Q: 3 clusters Score -4218126 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 127538 members 
Entering Unmasked Estep 
Score: -4218174.000000 Penalty: 1070.806274
	Iteration 24Q: 3 clusters Score -4218174 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 127657 members 
Entering Unmasked Estep 
Score: -4218209.000000 Penalty: 1070.806274
	Iteration 25Q: 3 clusters Score -4218209 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 127749 members 
Entering Unmasked Estep 
Score: -4218231.000000 Penalty: 1070.806274
	Iteration 26Q: 3 clusters Score -4218231 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 127827 members 
Entering Unmasked Estep 
Score: -4218260.500000 Penalty: 1070.806274
	Iteration 27Q: 3 clusters Score -4218260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 127891 members 
Entering Unmasked Estep 
Score: -4218276.500000 Penalty: 1070.806274
	Iteration 28Q: 3 clusters Score -4218276 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 127939 members 
Entering Unmasked Estep 
Score: -4218283.500000 Penalty: 1070.806274
	Iteration 29Q: 3 clusters Score -4218284 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 127978 members 
Entering Unmasked Estep 
Score: -4218285.000000 Penalty: 1070.806274
	Iteration 30Q: 3 clusters Score -4218285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 128003 members 
Entering Unmasked Estep 
Score: -4218275.000000 Penalty: 1070.806274
	Iteration 31Q: 3 clusters Score -4218275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 128019 members 
Entering Unmasked Estep 
Score: -4218280.000000 Penalty: 1070.806274
	Iteration 32Q: 3 clusters Score -4218280 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 128036 members 
Entering Unmasked Estep 
Score: -4218281.000000 Penalty: 1070.806274
	Iteration 33Q: 3 clusters Score -4218281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 128058 members 
Entering Unmasked Estep 
Score: -4218272.000000 Penalty: 1070.806274
	Iteration 34Q: 3 clusters Score -4218272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 128078 members 
Entering Unmasked Estep 
Score: -4218279.500000 Penalty: 1070.806274
	Iteration 35Q: 3 clusters Score -4218280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 128098 members 
Entering Unmasked Estep 
Score: -4218279.500000 Penalty: 1070.806274
	Iteration 36Q: 3 clusters Score -4218280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 128118 members 
Entering Unmasked Estep 
Score: -4218282.000000 Penalty: 1070.806274
	Iteration 37Q: 3 clusters Score -4218282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 128132 members 
Entering Unmasked Estep 
Score: -4218275.500000 Penalty: 1070.806274
	Iteration 38Q: 3 clusters Score -4218276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 128145 members 
Entering Unmasked Estep 
Score: -4218288.000000 Penalty: 1070.806274
	Iteration 39Q: 3 clusters Score -4218288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 128154 members 
Entering Unmasked Estep 
Score: -4218286.000000 Penalty: 1070.806274
	Iteration 40F: 3 clusters Score -4218286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 128161 members 
Entering Unmasked Estep 
Score: -4218287.500000 Penalty: 1070.806274
	Iteration 41Q: 3 clusters Score -4218288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 128164 members 
Entering Unmasked Estep 
Score: -4218286.000000 Penalty: 1070.806274
	Iteration 42Q: 3 clusters Score -4218286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 128167 members 
Entering Unmasked Estep 
Score: -4218283.500000 Penalty: 1070.806274
	Iteration 43Q: 3 clusters Score -4218284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 128171 members 
Entering Unmasked Estep 
Score: -4218283.000000 Penalty: 1070.806274
	Iteration 44Q: 3 clusters Score -4218283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 128177 members 
Entering Unmasked Estep 
Score: -4218287.000000 Penalty: 1070.806274
	Iteration 45Q: 3 clusters Score -4218287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 128184 members 
Entering Unmasked Estep 
Score: -4218290.500000 Penalty: 1070.806274
	Iteration 46Q: 3 clusters Score -4218290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 128185 members 
Entering Unmasked Estep 
Score: -4218294.000000 Penalty: 1070.806274
	Iteration 47Q: 3 clusters Score -4218294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 128191 members 
Entering Unmasked Estep 
Score: -4218295.500000 Penalty: 1070.806274
	Iteration 48Q: 3 clusters Score -4218296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 128200 members 
Entering Unmasked Estep 
Score: -4218295.500000 Penalty: 1070.806274
	Iteration 49Q: 3 clusters Score -4218296 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 128216 members 
Entering Unmasked Estep 
Score: -4218293.500000 Penalty: 1070.806274
	Iteration 50Q: 3 clusters Score -4218294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 128228 members 
Entering Unmasked Estep 
Score: -4218293.000000 Penalty: 1070.806274
	Iteration 51Q: 3 clusters Score -4218293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 128235 members 
Entering Unmasked Estep 
Score: -4218300.000000 Penalty: 1070.806274
	Iteration 52Q: 3 clusters Score -4218300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 128248 members 
Entering Unmasked Estep 
Score: -4218301.500000 Penalty: 1070.806274
	Iteration 53Q: 3 clusters Score -4218302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 128262 members 
Entering Unmasked Estep 
Score: -4218303.000000 Penalty: 1070.806274
	Iteration 54Q: 3 clusters Score -4218303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 128271 members 
Entering Unmasked Estep 
Score: -4218306.500000 Penalty: 1070.806274
	Iteration 55Q: 3 clusters Score -4218306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 128275 members 
Entering Unmasked Estep 
Score: -4218306.500000 Penalty: 1070.806274
	Iteration 56Q: 3 clusters Score -4218306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 128276 members 
Entering Unmasked Estep 
Score: -4218310.000000 Penalty: 1070.806274
	Iteration 57Q: 3 clusters Score -4218310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 128279 members 
Entering Unmasked Estep 
Score: -4218311.000000 Penalty: 1070.806274
	Iteration 58Q: 3 clusters Score -4218311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 128280 members 
Entering Unmasked Estep 
Score: -4218312.000000 Penalty: 1070.806274
	Iteration 59Q: 3 clusters Score -4218312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 128280 members 
Entering Unmasked Estep 
Score: -4218309.000000 Penalty: 1070.806274
	Iteration 60F: 3 clusters Score -4218309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 128283 members 
Entering Unmasked Estep 
Score: -4218311.500000 Penalty: 1070.806274
	Iteration 61Q: 3 clusters Score -4218312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 128284 members 
Entering Unmasked Estep 
Score: -4218310.000000 Penalty: 1070.806274
	Iteration 62Q: 3 clusters Score -4218310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 128287 members 
Entering Unmasked Estep 
Score: -4218310.500000 Penalty: 1070.806274
	Iteration 63Q: 3 clusters Score -4218310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 128290 members 
Entering Unmasked Estep 
Score: -4218314.500000 Penalty: 1070.806274
	Iteration 64Q: 3 clusters Score -4218314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 128292 members 
Entering Unmasked Estep 
Score: -4218310.500000 Penalty: 1070.806274
	Iteration 65Q: 3 clusters Score -4218310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 128292 members 
Entering Unmasked Estep 
Score: -4218312.500000 Penalty: 1070.806274
	Iteration 66Q: 3 clusters Score -4218312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 128293 members 
Entering Unmasked Estep 
Score: -4218311.500000 Penalty: 1070.806274
	Iteration 67Q: 3 clusters Score -4218312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 128294 members 
Entering Unmasked Estep 
Score: -4218314.000000 Penalty: 1070.806274
	Iteration 68Q: 3 clusters Score -4218314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 128296 members 
Entering Unmasked Estep 
Score: -4218312.500000 Penalty: 1070.806274
	Iteration 69Q: 3 clusters Score -4218312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 128298 members 
Entering Unmasked Estep 
Score: -4218312.000000 Penalty: 1070.806274
	Iteration 70Q: 3 clusters Score -4218312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 128300 members 
Entering Unmasked Estep 
Score: -4218312.500000 Penalty: 1070.806274
	Iteration 71Q: 3 clusters Score -4218312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 128301 members 
Entering Unmasked Estep 
Score: -4218312.000000 Penalty: 1070.806274
	Iteration 72Q: 3 clusters Score -4218312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 128302 members 
Entering Unmasked Estep 
Score: -4218314.000000 Penalty: 1070.806274
	Iteration 73Q: 3 clusters Score -4218314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 128303 members 
Entering Unmasked Estep 
Score: -4218315.500000 Penalty: 1070.806274
	Iteration 74Q: 3 clusters Score -4218316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 128305 members 
Entering Unmasked Estep 
Score: -4218316.500000 Penalty: 1070.806274
	Iteration 75Q: 3 clusters Score -4218316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 128306 members 
Entering Unmasked Estep 
Score: -4218318.000000 Penalty: 1070.806274
	Iteration 76Q: 3 clusters Score -4218318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 128306 members 
Entering Unmasked Estep 
Score: -4218318.000000 Penalty: 1070.806274
	Iteration 77F: 3 clusters Score -4218318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Entering Unmasked Estep 
Score: -201098.843750 Penalty: 397.801636
	Iteration 0F: 2 clusters Score -201098.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -196942.921875 Penalty: 795.603271
	Iteration 0F: 3 clusters Score -196942.9 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -198759.593750 Penalty: 795.603271
	Iteration 1F: 3 clusters Score -198759.6 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -199238.890625 Penalty: 795.603271
	Iteration 2F: 3 clusters Score -199238.9 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -199821.562500 Penalty: 795.603271
	Iteration 3F: 3 clusters Score -199821.6 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -200291.359375 Penalty: 795.603271
	Iteration 4F: 3 clusters Score -200291.4 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -200618.125000 Penalty: 795.603271
	Iteration 5F: 3 clusters Score -200618.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -200892.890625 Penalty: 795.603271
	Iteration 6Q: 3 clusters Score -200892.9 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -201057.265625 Penalty: 795.603271
	Iteration 7Q: 3 clusters Score -201057.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -201128.109375 Penalty: 795.603271
	Iteration 8Q: 3 clusters Score -201128.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -201144.625000 Penalty: 795.603271
	Iteration 9Q: 3 clusters Score -201144.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -201152.453125 Penalty: 795.603271
	Iteration 10Q: 3 clusters Score -201152.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -201157.828125 Penalty: 795.603271
	Iteration 11Q: 3 clusters Score -201157.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -201163.406250 Penalty: 795.603271
	Iteration 12Q: 3 clusters Score -201163.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -201166.125000 Penalty: 795.603271
	Iteration 13Q: 3 clusters Score -201166.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -201167.812500 Penalty: 795.603271
	Iteration 14Q: 3 clusters Score -201167.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -201169.328125 Penalty: 795.603271
	Iteration 15Q: 3 clusters Score -201169.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -201169.890625 Penalty: 795.603271
	Iteration 16Q: 3 clusters Score -201169.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -201170.640625 Penalty: 795.603271
	Iteration 17Q: 3 clusters Score -201170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -201170.640625 Penalty: 795.603271
	Iteration 18Q: 3 clusters Score -201170.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -201170.500000 Penalty: 795.603271
	Iteration 19Q: 3 clusters Score -201170.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -201170.500000 Penalty: 795.603271
	Iteration 20F: 3 clusters Score -201170.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 6627 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 4026 members 
Mstep: Class 8 contains 6167 members 
Mstep: Class 9 contains 149854 members 
Mstep: Class 10 contains 23447 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38179 members 
Mstep: Class 13 contains 18681 members 
Mstep: Class 14 contains 6447 members 
Mstep: Class 15 contains 20340 members 
Mstep: Class 16 contains 128940 members 
Mstep: Class 17 contains 5133 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 3543 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7208 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 36102 members 
Mstep: Class 24 contains 2170 members 
Mstep: Class 25 contains 1133 members 
Entering Unmasked Estep 
Score: -15731959.000000 Penalty: 14978.081055
Splitting cluster 17 changes total score from -15732104.000000 to -15731959.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (5690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Entering Unmasked Estep 
Score: -167269.578125 Penalty: 393.414185
	Iteration 0F: 2 clusters Score -167269.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -163440.328125 Penalty: 786.828369
	Iteration 0F: 3 clusters Score -163440.3 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -165162.234375 Penalty: 786.828369
	Iteration 1F: 3 clusters Score -165162.2 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -165465.156250 Penalty: 786.828369
	Iteration 2F: 3 clusters Score -165465.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -165796.359375 Penalty: 786.828369
	Iteration 3F: 3 clusters Score -165796.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -166102.125000 Penalty: 786.828369
	Iteration 4F: 3 clusters Score -166102.1 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -166398.140625 Penalty: 786.828369
	Iteration 5F: 3 clusters Score -166398.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -166606.343750 Penalty: 786.828369
	Iteration 6Q: 3 clusters Score -166606.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -166767.718750 Penalty: 786.828369
	Iteration 7Q: 3 clusters Score -166767.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -166873.031250 Penalty: 786.828369
	Iteration 8Q: 3 clusters Score -166873 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -166945.437500 Penalty: 786.828369
	Iteration 9Q: 3 clusters Score -166945.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -167002.562500 Penalty: 786.828369
	Iteration 10Q: 3 clusters Score -167002.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -167049.781250 Penalty: 786.828369
	Iteration 11Q: 3 clusters Score -167049.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -167080.468750 Penalty: 786.828369
	Iteration 12Q: 3 clusters Score -167080.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -167098.062500 Penalty: 786.828369
	Iteration 13Q: 3 clusters Score -167098.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -167104.578125 Penalty: 786.828369
	Iteration 14Q: 3 clusters Score -167104.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -167108.140625 Penalty: 786.828369
	Iteration 15Q: 3 clusters Score -167108.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -167113.250000 Penalty: 786.828369
	Iteration 16Q: 3 clusters Score -167113.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -167114.593750 Penalty: 786.828369
	Iteration 17Q: 3 clusters Score -167114.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -167115.843750 Penalty: 786.828369
	Iteration 18Q: 3 clusters Score -167115.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -167116.859375 Penalty: 786.828369
	Iteration 19Q: 3 clusters Score -167116.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -167118.062500 Penalty: 786.828369
	Iteration 20F: 3 clusters Score -167118.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -167118.843750 Penalty: 786.828369
	Iteration 21Q: 3 clusters Score -167118.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -167119.265625 Penalty: 786.828369
	Iteration 22Q: 3 clusters Score -167119.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -167121.000000 Penalty: 786.828369
	Iteration 23Q: 3 clusters Score -167121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -167121.875000 Penalty: 786.828369
	Iteration 24Q: 3 clusters Score -167121.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -167122.203125 Penalty: 786.828369
	Iteration 25Q: 3 clusters Score -167122.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -167122.593750 Penalty: 786.828369
	Iteration 26Q: 3 clusters Score -167122.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -167122.593750 Penalty: 786.828369
	Iteration 27F: 3 clusters Score -167122.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -120769.937500 Penalty: 371.859192
	Iteration 0F: 2 clusters Score -120769.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -118289.492188 Penalty: 743.718384
	Iteration 0F: 3 clusters Score -118289.5 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -119147.750000 Penalty: 743.718384
	Iteration 1F: 3 clusters Score -119147.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -119222.070312 Penalty: 743.718384
	Iteration 2F: 3 clusters Score -119222.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -119281.726562 Penalty: 743.718384
	Iteration 3Q: 3 clusters Score -119281.7 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -119337.968750 Penalty: 743.718384
	Iteration 4Q: 3 clusters Score -119338 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -119402.156250 Penalty: 743.718384
	Iteration 5Q: 3 clusters Score -119402.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -119470.546875 Penalty: 743.718384
	Iteration 6Q: 3 clusters Score -119470.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -119562.507812 Penalty: 743.718384
	Iteration 7Q: 3 clusters Score -119562.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -119705.468750 Penalty: 743.718384
	Iteration 8F: 3 clusters Score -119705.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -119873.617188 Penalty: 743.718384
	Iteration 9F: 3 clusters Score -119873.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -120020.289062 Penalty: 743.718384
	Iteration 10Q: 3 clusters Score -120020.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -120126.890625 Penalty: 743.718384
	Iteration 11Q: 3 clusters Score -120126.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -120193.554688 Penalty: 743.718384
	Iteration 12Q: 3 clusters Score -120193.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -120242.640625 Penalty: 743.718384
	Iteration 13Q: 3 clusters Score -120242.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -120274.507812 Penalty: 743.718384
	Iteration 14Q: 3 clusters Score -120274.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -120312.476562 Penalty: 743.718384
	Iteration 15Q: 3 clusters Score -120312.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -120345.750000 Penalty: 743.718384
	Iteration 16Q: 3 clusters Score -120345.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -120371.742188 Penalty: 743.718384
	Iteration 17Q: 3 clusters Score -120371.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -120392.265625 Penalty: 743.718384
	Iteration 18Q: 3 clusters Score -120392.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -120409.429688 Penalty: 743.718384
	Iteration 19Q: 3 clusters Score -120409.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -120417.375000 Penalty: 743.718384
	Iteration 20F: 3 clusters Score -120417.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -120424.554688 Penalty: 743.718384
	Iteration 21Q: 3 clusters Score -120424.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -120432.132812 Penalty: 743.718384
	Iteration 22Q: 3 clusters Score -120432.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -120438.984375 Penalty: 743.718384
	Iteration 23Q: 3 clusters Score -120439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -120446.000000 Penalty: 743.718384
	Iteration 24Q: 3 clusters Score -120446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -120450.257812 Penalty: 743.718384
	Iteration 25Q: 3 clusters Score -120450.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -120455.156250 Penalty: 743.718384
	Iteration 26Q: 3 clusters Score -120455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -120456.070312 Penalty: 743.718384
	Iteration 27Q: 3 clusters Score -120456.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -120456.437500 Penalty: 743.718384
	Iteration 28Q: 3 clusters Score -120456.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -120457.757812 Penalty: 743.718384
	Iteration 29Q: 3 clusters Score -120457.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -120459.093750 Penalty: 743.718384
	Iteration 30Q: 3 clusters Score -120459.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -120459.093750 Penalty: 743.718384
	Iteration 31F: 3 clusters Score -120459.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -66655.742188 Penalty: 347.691193
	Iteration 0F: 2 clusters Score -66655.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -65136.257812 Penalty: 695.382385
	Iteration 0F: 3 clusters Score -65136.26 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -65643.773438 Penalty: 695.382385
	Iteration 1F: 3 clusters Score -65643.77 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -65724.359375 Penalty: 695.382385
	Iteration 2F: 3 clusters Score -65724.36 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -65786.203125 Penalty: 695.382385
	Iteration 3F: 3 clusters Score -65786.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -65844.781250 Penalty: 695.382385
	Iteration 4F: 3 clusters Score -65844.78 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -65920.726562 Penalty: 695.382385
	Iteration 5F: 3 clusters Score -65920.73 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -66005.289062 Penalty: 695.382385
	Iteration 6F: 3 clusters Score -66005.29 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -66069.960938 Penalty: 695.382385
	Iteration 7Q: 3 clusters Score -66069.96 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -66130.132812 Penalty: 695.382385
	Iteration 8Q: 3 clusters Score -66130.13 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -66180.343750 Penalty: 695.382385
	Iteration 9Q: 3 clusters Score -66180.34 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -66222.421875 Penalty: 695.382385
	Iteration 10Q: 3 clusters Score -66222.42 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -66254.445312 Penalty: 695.382385
	Iteration 11Q: 3 clusters Score -66254.45 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -66281.320312 Penalty: 695.382385
	Iteration 12Q: 3 clusters Score -66281.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -66308.671875 Penalty: 695.382385
	Iteration 13Q: 3 clusters Score -66308.67 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -66330.617188 Penalty: 695.382385
	Iteration 14Q: 3 clusters Score -66330.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -66337.218750 Penalty: 695.382385
	Iteration 15Q: 3 clusters Score -66337.22 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -66341.812500 Penalty: 695.382385
	Iteration 16Q: 3 clusters Score -66341.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -66345.062500 Penalty: 695.382385
	Iteration 17Q: 3 clusters Score -66345.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -66350.750000 Penalty: 695.382385
	Iteration 18Q: 3 clusters Score -66350.75 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -66356.210938 Penalty: 695.382385
	Iteration 19Q: 3 clusters Score -66356.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -66359.398438 Penalty: 695.382385
	Iteration 20F: 3 clusters Score -66359.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -66362.046875 Penalty: 695.382385
	Iteration 21Q: 3 clusters Score -66362.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -66363.929688 Penalty: 695.382385
	Iteration 22Q: 3 clusters Score -66363.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -66366.546875 Penalty: 695.382385
	Iteration 23Q: 3 clusters Score -66366.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -66367.796875 Penalty: 695.382385
	Iteration 24Q: 3 clusters Score -66367.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -66367.796875 Penalty: 695.382385
	Iteration 25F: 3 clusters Score -66367.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Entering Unmasked Estep 
Score: -213783.390625 Penalty: 404.174072
	Iteration 0F: 2 clusters Score -213783.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -208981.562500 Penalty: 808.348145
	Iteration 0F: 3 clusters Score -208981.6 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -211122.531250 Penalty: 808.348145
	Iteration 1F: 3 clusters Score -211122.5 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -211557.453125 Penalty: 808.348145
	Iteration 2F: 3 clusters Score -211557.5 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -212000.656250 Penalty: 808.348145
	Iteration 3F: 3 clusters Score -212000.7 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -212414.703125 Penalty: 808.348145
	Iteration 4F: 3 clusters Score -212414.7 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -212744.250000 Penalty: 808.348145
	Iteration 5Q: 3 clusters Score -212744.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -212944.000000 Penalty: 808.348145
	Iteration 6Q: 3 clusters Score -212944 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -213084.031250 Penalty: 808.348145
	Iteration 7Q: 3 clusters Score -213084 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -213179.640625 Penalty: 808.348145
	Iteration 8Q: 3 clusters Score -213179.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -213217.890625 Penalty: 808.348145
	Iteration 9Q: 3 clusters Score -213217.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -213245.718750 Penalty: 808.348145
	Iteration 10Q: 3 clusters Score -213245.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -213277.781250 Penalty: 808.348145
	Iteration 11Q: 3 clusters Score -213277.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -213303.078125 Penalty: 808.348145
	Iteration 12Q: 3 clusters Score -213303.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -213325.234375 Penalty: 808.348145
	Iteration 13Q: 3 clusters Score -213325.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -213345.468750 Penalty: 808.348145
	Iteration 14Q: 3 clusters Score -213345.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -213360.500000 Penalty: 808.348145
	Iteration 15Q: 3 clusters Score -213360.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -213376.515625 Penalty: 808.348145
	Iteration 16Q: 3 clusters Score -213376.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -213393.843750 Penalty: 808.348145
	Iteration 17Q: 3 clusters Score -213393.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -213416.328125 Penalty: 808.348145
	Iteration 18Q: 3 clusters Score -213416.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -213436.281250 Penalty: 808.348145
	Iteration 19Q: 3 clusters Score -213436.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -213449.375000 Penalty: 808.348145
	Iteration 20F: 3 clusters Score -213449.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -213458.671875 Penalty: 808.348145
	Iteration 21Q: 3 clusters Score -213458.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -213468.109375 Penalty: 808.348145
	Iteration 22Q: 3 clusters Score -213468.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -213476.640625 Penalty: 808.348145
	Iteration 23Q: 3 clusters Score -213476.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -213481.859375 Penalty: 808.348145
	Iteration 24Q: 3 clusters Score -213481.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -213485.953125 Penalty: 808.348145
	Iteration 25Q: 3 clusters Score -213486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -213487.718750 Penalty: 808.348145
	Iteration 26Q: 3 clusters Score -213487.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -213491.640625 Penalty: 808.348145
	Iteration 27Q: 3 clusters Score -213491.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -213494.859375 Penalty: 808.348145
	Iteration 28Q: 3 clusters Score -213494.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -213496.609375 Penalty: 808.348145
	Iteration 29Q: 3 clusters Score -213496.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -213498.593750 Penalty: 808.348145
	Iteration 30Q: 3 clusters Score -213498.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -213499.234375 Penalty: 808.348145
	Iteration 31Q: 3 clusters Score -213499.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -213501.875000 Penalty: 808.348145
	Iteration 32Q: 3 clusters Score -213501.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -213505.187500 Penalty: 808.348145
	Iteration 33Q: 3 clusters Score -213505.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -213508.937500 Penalty: 808.348145
	Iteration 34Q: 3 clusters Score -213508.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -213513.906250 Penalty: 808.348145
	Iteration 35Q: 3 clusters Score -213513.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -213518.593750 Penalty: 808.348145
	Iteration 36Q: 3 clusters Score -213518.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -213522.015625 Penalty: 808.348145
	Iteration 37Q: 3 clusters Score -213522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -213524.062500 Penalty: 808.348145
	Iteration 38Q: 3 clusters Score -213524.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -213524.718750 Penalty: 808.348145
	Iteration 39Q: 3 clusters Score -213524.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -213524.531250 Penalty: 808.348145
	Iteration 40F: 3 clusters Score -213524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -213525.984375 Penalty: 808.348145
	Iteration 41Q: 3 clusters Score -213526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -213527.406250 Penalty: 808.348145
	Iteration 42Q: 3 clusters Score -213527.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -213529.296875 Penalty: 808.348145
	Iteration 43Q: 3 clusters Score -213529.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -213530.828125 Penalty: 808.348145
	Iteration 44Q: 3 clusters Score -213530.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -213532.281250 Penalty: 808.348145
	Iteration 45Q: 3 clusters Score -213532.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -213533.953125 Penalty: 808.348145
	Iteration 46Q: 3 clusters Score -213534 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -213536.734375 Penalty: 808.348145
	Iteration 47Q: 3 clusters Score -213536.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -213536.656250 Penalty: 808.348145
	Iteration 48Q: 3 clusters Score -213536.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -213537.625000 Penalty: 808.348145
	Iteration 49Q: 3 clusters Score -213537.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -213539.312500 Penalty: 808.348145
	Iteration 50Q: 3 clusters Score -213539.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -213540.031250 Penalty: 808.348145
	Iteration 51Q: 3 clusters Score -213540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -213540.828125 Penalty: 808.348145
	Iteration 52Q: 3 clusters Score -213540.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -213542.000000 Penalty: 808.348145
	Iteration 53Q: 3 clusters Score -213542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -213542.343750 Penalty: 808.348145
	Iteration 54Q: 3 clusters Score -213542.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -213542.687500 Penalty: 808.348145
	Iteration 55Q: 3 clusters Score -213542.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -213542.984375 Penalty: 808.348145
	Iteration 56Q: 3 clusters Score -213543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -213543.437500 Penalty: 808.348145
	Iteration 57Q: 3 clusters Score -213543.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -213543.437500 Penalty: 808.348145
	Iteration 58F: 3 clusters Score -213543.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Entering Unmasked Estep 
Score: -128582.320312 Penalty: 376.887482
	Iteration 0F: 2 clusters Score -128582.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -125886.039062 Penalty: 753.774963
	Iteration 0F: 3 clusters Score -125886 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -126812.007812 Penalty: 753.774963
	Iteration 1F: 3 clusters Score -126812 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -126883.351562 Penalty: 753.774963
	Iteration 2Q: 3 clusters Score -126883.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -126943.226562 Penalty: 753.774963
	Iteration 3Q: 3 clusters Score -126943.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -126990.367188 Penalty: 753.774963
	Iteration 4Q: 3 clusters Score -126990.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -127041.406250 Penalty: 753.774963
	Iteration 5Q: 3 clusters Score -127041.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -127102.218750 Penalty: 753.774963
	Iteration 6Q: 3 clusters Score -127102.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -127178.828125 Penalty: 753.774963
	Iteration 7Q: 3 clusters Score -127178.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -127266.320312 Penalty: 753.774963
	Iteration 8Q: 3 clusters Score -127266.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -127384.179688 Penalty: 753.774963
	Iteration 9Q: 3 clusters Score -127384.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -127500.773438 Penalty: 753.774963
	Iteration 10Q: 3 clusters Score -127500.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -127585.804688 Penalty: 753.774963
	Iteration 11Q: 3 clusters Score -127585.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -127650.875000 Penalty: 753.774963
	Iteration 12Q: 3 clusters Score -127650.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -127695.804688 Penalty: 753.774963
	Iteration 13Q: 3 clusters Score -127695.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -127726.757812 Penalty: 753.774963
	Iteration 14Q: 3 clusters Score -127726.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -127758.429688 Penalty: 753.774963
	Iteration 15Q: 3 clusters Score -127758.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -127797.585938 Penalty: 753.774963
	Iteration 16Q: 3 clusters Score -127797.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -127846.257812 Penalty: 753.774963
	Iteration 17Q: 3 clusters Score -127846.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -127881.710938 Penalty: 753.774963
	Iteration 18Q: 3 clusters Score -127881.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -127913.437500 Penalty: 753.774963
	Iteration 19Q: 3 clusters Score -127913.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -127944.273438 Penalty: 753.774963
	Iteration 20F: 3 clusters Score -127944.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -127967.664062 Penalty: 753.774963
	Iteration 21Q: 3 clusters Score -127967.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -127992.117188 Penalty: 753.774963
	Iteration 22Q: 3 clusters Score -127992.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -128024.312500 Penalty: 753.774963
	Iteration 23Q: 3 clusters Score -128024.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -128063.156250 Penalty: 753.774963
	Iteration 24Q: 3 clusters Score -128063.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -128093.500000 Penalty: 753.774963
	Iteration 25Q: 3 clusters Score -128093.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -128111.554688 Penalty: 753.774963
	Iteration 26Q: 3 clusters Score -128111.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -128128.640625 Penalty: 753.774963
	Iteration 27Q: 3 clusters Score -128128.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -128142.164062 Penalty: 753.774963
	Iteration 28Q: 3 clusters Score -128142.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -128153.570312 Penalty: 753.774963
	Iteration 29Q: 3 clusters Score -128153.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -128158.492188 Penalty: 753.774963
	Iteration 30Q: 3 clusters Score -128158.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -128160.773438 Penalty: 753.774963
	Iteration 31Q: 3 clusters Score -128160.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -128164.812500 Penalty: 753.774963
	Iteration 32Q: 3 clusters Score -128164.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -128168.867188 Penalty: 753.774963
	Iteration 33Q: 3 clusters Score -128168.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -128171.648438 Penalty: 753.774963
	Iteration 34Q: 3 clusters Score -128171.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -128175.531250 Penalty: 753.774963
	Iteration 35Q: 3 clusters Score -128175.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -128179.507812 Penalty: 753.774963
	Iteration 36Q: 3 clusters Score -128179.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -128182.500000 Penalty: 753.774963
	Iteration 37Q: 3 clusters Score -128182.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -128184.882812 Penalty: 753.774963
	Iteration 38Q: 3 clusters Score -128184.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -128186.960938 Penalty: 753.774963
	Iteration 39Q: 3 clusters Score -128187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -128191.976562 Penalty: 753.774963
	Iteration 40F: 3 clusters Score -128192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -128194.945312 Penalty: 753.774963
	Iteration 41Q: 3 clusters Score -128194.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -128195.835938 Penalty: 753.774963
	Iteration 42Q: 3 clusters Score -128195.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -128196.312500 Penalty: 753.774963
	Iteration 43Q: 3 clusters Score -128196.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -128196.414062 Penalty: 753.774963
	Iteration 44Q: 3 clusters Score -128196.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -128196.414062 Penalty: 753.774963
	Iteration 45F: 3 clusters Score -128196.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Entering Unmasked Estep 
Score: -1128377.125000 Penalty: 477.481720
	Iteration 0F: 2 clusters Score -1128377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -1104248.125000 Penalty: 954.963440
	Iteration 0F: 3 clusters Score -1104248 nChanged 17406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17532 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -1114783.750000 Penalty: 954.963440
	Iteration 1F: 3 clusters Score -1114784 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -1115621.250000 Penalty: 954.963440
	Iteration 2F: 3 clusters Score -1115621 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -1116613.250000 Penalty: 954.963440
	Iteration 3F: 3 clusters Score -1116613 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -1117768.875000 Penalty: 954.963440
	Iteration 4F: 3 clusters Score -1117769 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -1118921.375000 Penalty: 954.963440
	Iteration 5F: 3 clusters Score -1118921 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -1119974.375000 Penalty: 954.963440
	Iteration 6F: 3 clusters Score -1119974 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -1120876.750000 Penalty: 954.963440
	Iteration 7Q: 3 clusters Score -1120877 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -1121646.250000 Penalty: 954.963440
	Iteration 8Q: 3 clusters Score -1121646 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -1122292.250000 Penalty: 954.963440
	Iteration 9Q: 3 clusters Score -1122292 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -1122796.250000 Penalty: 954.963440
	Iteration 10Q: 3 clusters Score -1122796 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -1123160.875000 Penalty: 954.963440
	Iteration 11Q: 3 clusters Score -1123161 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 24577 members 
Entering Unmasked Estep 
Score: -1123371.875000 Penalty: 954.963440
	Iteration 12Q: 3 clusters Score -1123372 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -1123560.625000 Penalty: 954.963440
	Iteration 13Q: 3 clusters Score -1123561 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -1123721.875000 Penalty: 954.963440
	Iteration 14Q: 3 clusters Score -1123722 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -1123888.625000 Penalty: 954.963440
	Iteration 15Q: 3 clusters Score -1123889 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 26673 members 
Entering Unmasked Estep 
Score: -1124060.250000 Penalty: 954.963440
	Iteration 16Q: 3 clusters Score -1124060 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -1124244.875000 Penalty: 954.963440
	Iteration 17Q: 3 clusters Score -1124245 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -1124449.875000 Penalty: 954.963440
	Iteration 18Q: 3 clusters Score -1124450 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 28324 members 
Entering Unmasked Estep 
Score: -1124680.750000 Penalty: 954.963440
	Iteration 19Q: 3 clusters Score -1124681 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -1124911.125000 Penalty: 954.963440
	Iteration 20F: 3 clusters Score -1124911 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -1125158.500000 Penalty: 954.963440
	Iteration 21Q: 3 clusters Score -1125158 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 30030 members 
Entering Unmasked Estep 
Score: -1125414.125000 Penalty: 954.963440
	Iteration 22Q: 3 clusters Score -1125414 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 30561 members 
Entering Unmasked Estep 
Score: -1125645.500000 Penalty: 954.963440
	Iteration 23Q: 3 clusters Score -1125646 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 31077 members 
Entering Unmasked Estep 
Score: -1125861.625000 Penalty: 954.963440
	Iteration 24Q: 3 clusters Score -1125862 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 31611 members 
Entering Unmasked Estep 
Score: -1126094.125000 Penalty: 954.963440
	Iteration 25Q: 3 clusters Score -1126094 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 32154 members 
Entering Unmasked Estep 
Score: -1126335.750000 Penalty: 954.963440
	Iteration 26Q: 3 clusters Score -1126336 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -1126574.000000 Penalty: 954.963440
	Iteration 27Q: 3 clusters Score -1126574 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -1126772.125000 Penalty: 954.963440
	Iteration 28Q: 3 clusters Score -1126772 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -1126967.375000 Penalty: 954.963440
	Iteration 29Q: 3 clusters Score -1126967 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -1127164.875000 Penalty: 954.963440
	Iteration 30Q: 3 clusters Score -1127165 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -1127337.000000 Penalty: 954.963440
	Iteration 31Q: 3 clusters Score -1127337 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 34645 members 
Entering Unmasked Estep 
Score: -1127491.375000 Penalty: 954.963440
	Iteration 32Q: 3 clusters Score -1127491 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -1127623.125000 Penalty: 954.963440
	Iteration 33Q: 3 clusters Score -1127623 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -1127704.250000 Penalty: 954.963440
	Iteration 34Q: 3 clusters Score -1127704 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -1127765.875000 Penalty: 954.963440
	Iteration 35Q: 3 clusters Score -1127766 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -1127816.500000 Penalty: 954.963440
	Iteration 36Q: 3 clusters Score -1127816 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -1127849.875000 Penalty: 954.963440
	Iteration 37Q: 3 clusters Score -1127850 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 35519 members 
Entering Unmasked Estep 
Score: -1127881.750000 Penalty: 954.963440
	Iteration 38Q: 3 clusters Score -1127882 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -1127900.750000 Penalty: 954.963440
	Iteration 39Q: 3 clusters Score -1127901 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 35612 members 
Entering Unmasked Estep 
Score: -1127922.750000 Penalty: 954.963440
	Iteration 40F: 3 clusters Score -1127923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -1127933.250000 Penalty: 954.963440
	Iteration 41Q: 3 clusters Score -1127933 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -1127943.125000 Penalty: 954.963440
	Iteration 42Q: 3 clusters Score -1127943 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -1127952.375000 Penalty: 954.963440
	Iteration 43Q: 3 clusters Score -1127952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 35697 members 
Entering Unmasked Estep 
Score: -1127959.125000 Penalty: 954.963440
	Iteration 44Q: 3 clusters Score -1127959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -1127963.375000 Penalty: 954.963440
	Iteration 45Q: 3 clusters Score -1127963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -1127969.375000 Penalty: 954.963440
	Iteration 46Q: 3 clusters Score -1127969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 35735 members 
Entering Unmasked Estep 
Score: -1127976.250000 Penalty: 954.963440
	Iteration 47Q: 3 clusters Score -1127976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35743 members 
Entering Unmasked Estep 
Score: -1127981.375000 Penalty: 954.963440
	Iteration 48Q: 3 clusters Score -1127981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 35750 members 
Entering Unmasked Estep 
Score: -1127983.375000 Penalty: 954.963440
	Iteration 49Q: 3 clusters Score -1127983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -1127985.375000 Penalty: 954.963440
	Iteration 50Q: 3 clusters Score -1127985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -1127987.125000 Penalty: 954.963440
	Iteration 51Q: 3 clusters Score -1127987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -1127990.250000 Penalty: 954.963440
	Iteration 52Q: 3 clusters Score -1127990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 35769 members 
Entering Unmasked Estep 
Score: -1127990.625000 Penalty: 954.963440
	Iteration 53Q: 3 clusters Score -1127991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -1127991.375000 Penalty: 954.963440
	Iteration 54Q: 3 clusters Score -1127991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 35783 members 
Entering Unmasked Estep 
Score: -1127995.000000 Penalty: 954.963440
	Iteration 55Q: 3 clusters Score -1127995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 35786 members 
Entering Unmasked Estep 
Score: -1127996.500000 Penalty: 954.963440
	Iteration 56Q: 3 clusters Score -1127996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 35789 members 
Entering Unmasked Estep 
Score: -1127997.875000 Penalty: 954.963440
	Iteration 57Q: 3 clusters Score -1127998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -1127998.625000 Penalty: 954.963440
	Iteration 58Q: 3 clusters Score -1127999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -1127999.875000 Penalty: 954.963440
	Iteration 59Q: 3 clusters Score -1128000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -1128000.125000 Penalty: 954.963440
	Iteration 60F: 3 clusters Score -1128000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -1128000.500000 Penalty: 954.963440
	Iteration 61Q: 3 clusters Score -1128000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -1128001.500000 Penalty: 954.963440
	Iteration 62Q: 3 clusters Score -1128002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 35795 members 
Entering Unmasked Estep 
Score: -1128001.500000 Penalty: 954.963440
	Iteration 63F: 3 clusters Score -1128002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Entering Unmasked Estep 
Score: -62992.492188 Penalty: 349.552948
	Iteration 0F: 2 clusters Score -62992.49 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -61462.378906 Penalty: 699.105896
	Iteration 0F: 3 clusters Score -61462.38 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -62025.433594 Penalty: 699.105896
	Iteration 1F: 3 clusters Score -62025.43 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -62124.761719 Penalty: 699.105896
	Iteration 2F: 3 clusters Score -62124.76 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -62218.585938 Penalty: 699.105896
	Iteration 3F: 3 clusters Score -62218.59 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -62302.183594 Penalty: 699.105896
	Iteration 4F: 3 clusters Score -62302.18 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -62363.035156 Penalty: 699.105896
	Iteration 5F: 3 clusters Score -62363.04 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -62412.375000 Penalty: 699.105896
	Iteration 6Q: 3 clusters Score -62412.38 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -62472.324219 Penalty: 699.105896
	Iteration 7Q: 3 clusters Score -62472.32 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -62527.281250 Penalty: 699.105896
	Iteration 8Q: 3 clusters Score -62527.28 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -62575.191406 Penalty: 699.105896
	Iteration 9Q: 3 clusters Score -62575.19 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -62604.003906 Penalty: 699.105896
	Iteration 10Q: 3 clusters Score -62604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -62618.160156 Penalty: 699.105896
	Iteration 11Q: 3 clusters Score -62618.16 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -62625.593750 Penalty: 699.105896
	Iteration 12Q: 3 clusters Score -62625.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -62630.582031 Penalty: 699.105896
	Iteration 13Q: 3 clusters Score -62630.58 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -62634.753906 Penalty: 699.105896
	Iteration 14Q: 3 clusters Score -62634.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -62639.214844 Penalty: 699.105896
	Iteration 15Q: 3 clusters Score -62639.21 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -62645.066406 Penalty: 699.105896
	Iteration 16Q: 3 clusters Score -62645.07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -62652.925781 Penalty: 699.105896
	Iteration 17Q: 3 clusters Score -62652.93 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -62659.976562 Penalty: 699.105896
	Iteration 18Q: 3 clusters Score -62659.98 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -62667.164062 Penalty: 699.105896
	Iteration 19Q: 3 clusters Score -62667.16 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -62673.718750 Penalty: 699.105896
	Iteration 20F: 3 clusters Score -62673.72 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -62676.187500 Penalty: 699.105896
	Iteration 21Q: 3 clusters Score -62676.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -62676.617188 Penalty: 699.105896
	Iteration 22Q: 3 clusters Score -62676.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -62677.417969 Penalty: 699.105896
	Iteration 23Q: 3 clusters Score -62677.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -62678.261719 Penalty: 699.105896
	Iteration 24Q: 3 clusters Score -62678.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -62679.128906 Penalty: 699.105896
	Iteration 25Q: 3 clusters Score -62679.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -62679.988281 Penalty: 699.105896
	Iteration 26Q: 3 clusters Score -62679.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -62680.816406 Penalty: 699.105896
	Iteration 27Q: 3 clusters Score -62680.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -62680.816406 Penalty: 699.105896
	Iteration 28F: 3 clusters Score -62680.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 6627 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 4026 members 
Mstep: Class 8 contains 6167 members 
Mstep: Class 9 contains 149854 members 
Mstep: Class 10 contains 23447 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38179 members 
Mstep: Class 13 contains 18681 members 
Mstep: Class 14 contains 6447 members 
Mstep: Class 15 contains 20340 members 
Mstep: Class 16 contains 128940 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 3543 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7208 members 
Mstep: Class 22 contains 3957 members 
Mstep: Class 23 contains 36102 members 
Mstep: Class 24 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732108.000000 Penalty: 14378.957031
Iteration 199Q: 25 clusters Score -1.573211e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45714 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2475 members 
Mstep: Class 4 contains 6629 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3563 members 
Mstep: Class 7 contains 4022 members 
Mstep: Class 8 contains 6167 members 
Mstep: Class 9 contains 149854 members 
Mstep: Class 10 contains 23450 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38176 members 
Mstep: Class 13 contains 18681 members 
Mstep: Class 14 contains 6439 members 
Mstep: Class 15 contains 20341 members 
Mstep: Class 16 contains 128941 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7208 members 
Mstep: Class 22 contains 3960 members 
Mstep: Class 23 contains 36103 members 
Mstep: Class 24 contains 2170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732112.000000 Penalty: 14378.957031
Iteration 200F: 25 clusters Score -1.573211e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 6629 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3565 members 
Mstep: Class 7 contains 4014 members 
Mstep: Class 8 contains 6167 members 
Mstep: Class 9 contains 149854 members 
Mstep: Class 10 contains 23451 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38173 members 
Mstep: Class 13 contains 18681 members 
Mstep: Class 14 contains 6440 members 
Mstep: Class 15 contains 20341 members 
Mstep: Class 16 contains 128943 members 
Mstep: Class 17 contains 6266 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7209 members 
Mstep: Class 22 contains 3963 members 
Mstep: Class 23 contains 36105 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732108.000000 Penalty: 14378.957031
Iteration 201Q: 25 clusters Score -1.573211e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 6629 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3568 members 
Mstep: Class 7 contains 4007 members 
Mstep: Class 8 contains 6166 members 
Mstep: Class 9 contains 149854 members 
Mstep: Class 10 contains 23458 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38170 members 
Mstep: Class 13 contains 18680 members 
Mstep: Class 14 contains 6440 members 
Mstep: Class 15 contains 20343 members 
Mstep: Class 16 contains 128939 members 
Mstep: Class 17 contains 6264 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 3544 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7210 members 
Mstep: Class 22 contains 3969 members 
Mstep: Class 23 contains 36106 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732094.000000 Penalty: 14378.957031
Iteration 202Q: 25 clusters Score -1.573209e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 6630 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 4003 members 
Mstep: Class 8 contains 6166 members 
Mstep: Class 9 contains 149854 members 
Mstep: Class 10 contains 23460 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38168 members 
Mstep: Class 13 contains 18680 members 
Mstep: Class 14 contains 6439 members 
Mstep: Class 15 contains 20344 members 
Mstep: Class 16 contains 128934 members 
Mstep: Class 17 contains 6263 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 3545 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7209 members 
Mstep: Class 22 contains 3969 members 
Mstep: Class 23 contains 36106 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732105.000000 Penalty: 14378.957031
Iteration 203Q: 25 clusters Score -1.57321e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 6631 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3583 members 
Mstep: Class 7 contains 3998 members 
Mstep: Class 8 contains 6165 members 
Mstep: Class 9 contains 149853 members 
Mstep: Class 10 contains 23464 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38166 members 
Mstep: Class 13 contains 18679 members 
Mstep: Class 14 contains 6440 members 
Mstep: Class 15 contains 20346 members 
Mstep: Class 16 contains 128932 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 3546 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7209 members 
Mstep: Class 22 contains 3968 members 
Mstep: Class 23 contains 36106 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732114.000000 Penalty: 14378.957031
Iteration 204Q: 25 clusters Score -1.573211e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 6632 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3590 members 
Mstep: Class 7 contains 3988 members 
Mstep: Class 8 contains 6156 members 
Mstep: Class 9 contains 149851 members 
Mstep: Class 10 contains 23470 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38166 members 
Mstep: Class 13 contains 18679 members 
Mstep: Class 14 contains 6444 members 
Mstep: Class 15 contains 20349 members 
Mstep: Class 16 contains 128929 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 5688 members 
Mstep: Class 19 contains 3548 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7208 members 
Mstep: Class 22 contains 3972 members 
Mstep: Class 23 contains 36106 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732126.000000 Penalty: 14378.957031
Iteration 205Q: 25 clusters Score -1.573213e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 6632 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 7 contains 3980 members 
Mstep: Class 8 contains 6151 members 
Mstep: Class 9 contains 149850 members 
Mstep: Class 10 contains 23477 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38163 members 
Mstep: Class 13 contains 18679 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 20351 members 
Mstep: Class 16 contains 128926 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5688 members 
Mstep: Class 19 contains 3550 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7206 members 
Mstep: Class 22 contains 3980 members 
Mstep: Class 23 contains 36106 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732130.000000 Penalty: 14378.957031
Iteration 206Q: 25 clusters Score -1.573213e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2474 members 
Mstep: Class 4 contains 6632 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3590 members 
Mstep: Class 7 contains 3970 members 
Mstep: Class 8 contains 6143 members 
Mstep: Class 9 contains 149848 members 
Mstep: Class 10 contains 23490 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38165 members 
Mstep: Class 13 contains 18680 members 
Mstep: Class 14 contains 6450 members 
Mstep: Class 15 contains 20354 members 
Mstep: Class 16 contains 128918 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7204 members 
Mstep: Class 22 contains 3984 members 
Mstep: Class 23 contains 36106 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732158.000000 Penalty: 14378.957031
Iteration 207Q: 25 clusters Score -1.573216e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 6632 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3590 members 
Mstep: Class 7 contains 3964 members 
Mstep: Class 8 contains 6141 members 
Mstep: Class 9 contains 149842 members 
Mstep: Class 10 contains 23496 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38164 members 
Mstep: Class 13 contains 18680 members 
Mstep: Class 14 contains 6451 members 
Mstep: Class 15 contains 20360 members 
Mstep: Class 16 contains 128918 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3558 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7203 members 
Mstep: Class 22 contains 3984 members 
Mstep: Class 23 contains 36109 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732164.000000 Penalty: 14378.957031
Iteration 208Q: 25 clusters Score -1.573216e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 6632 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 7 contains 3955 members 
Mstep: Class 8 contains 6136 members 
Mstep: Class 9 contains 149837 members 
Mstep: Class 10 contains 23503 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38162 members 
Mstep: Class 13 contains 18679 members 
Mstep: Class 14 contains 6454 members 
Mstep: Class 15 contains 20365 members 
Mstep: Class 16 contains 128918 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7202 members 
Mstep: Class 22 contains 3990 members 
Mstep: Class 23 contains 36113 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732167.000000 Penalty: 14378.957031
Iteration 209Q: 25 clusters Score -1.573217e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 6628 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3592 members 
Mstep: Class 7 contains 3942 members 
Mstep: Class 8 contains 6130 members 
Mstep: Class 9 contains 149834 members 
Mstep: Class 10 contains 23515 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38165 members 
Mstep: Class 13 contains 18679 members 
Mstep: Class 14 contains 6455 members 
Mstep: Class 15 contains 20367 members 
Mstep: Class 16 contains 128915 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7201 members 
Mstep: Class 22 contains 4000 members 
Mstep: Class 23 contains 36115 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732169.000000 Penalty: 14378.957031
Iteration 210Q: 25 clusters Score -1.573217e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 6623 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3592 members 
Mstep: Class 7 contains 3937 members 
Mstep: Class 8 contains 6126 members 
Mstep: Class 9 contains 149834 members 
Mstep: Class 10 contains 23522 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38168 members 
Mstep: Class 13 contains 18679 members 
Mstep: Class 14 contains 6458 members 
Mstep: Class 15 contains 20367 members 
Mstep: Class 16 contains 128918 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7201 members 
Mstep: Class 22 contains 3999 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732176.000000 Penalty: 14378.957031
Iteration 211Q: 25 clusters Score -1.573218e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2473 members 
Mstep: Class 4 contains 6621 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3592 members 
Mstep: Class 7 contains 3929 members 
Mstep: Class 8 contains 6123 members 
Mstep: Class 9 contains 149832 members 
Mstep: Class 10 contains 23526 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38170 members 
Mstep: Class 13 contains 18678 members 
Mstep: Class 14 contains 6459 members 
Mstep: Class 15 contains 20368 members 
Mstep: Class 16 contains 128925 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7199 members 
Mstep: Class 22 contains 4003 members 
Mstep: Class 23 contains 36115 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732164.000000 Penalty: 14378.957031
Iteration 212Q: 25 clusters Score -1.573216e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6617 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3592 members 
Mstep: Class 7 contains 3926 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 149829 members 
Mstep: Class 10 contains 23529 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38174 members 
Mstep: Class 13 contains 18678 members 
Mstep: Class 14 contains 6462 members 
Mstep: Class 15 contains 20370 members 
Mstep: Class 16 contains 128925 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7198 members 
Mstep: Class 22 contains 4007 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732149.000000 Penalty: 14378.957031
Iteration 213Q: 25 clusters Score -1.573215e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 619 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6615 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3593 members 
Mstep: Class 7 contains 3920 members 
Mstep: Class 8 contains 6118 members 
Mstep: Class 9 contains 149823 members 
Mstep: Class 10 contains 23531 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38177 members 
Mstep: Class 13 contains 18681 members 
Mstep: Class 14 contains 6468 members 
Mstep: Class 15 contains 20374 members 
Mstep: Class 16 contains 128925 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 4008 members 
Mstep: Class 23 contains 36113 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732161.000000 Penalty: 14378.957031
Iteration 214Q: 25 clusters Score -1.573216e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 618 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6612 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3596 members 
Mstep: Class 7 contains 3916 members 
Mstep: Class 8 contains 6118 members 
Mstep: Class 9 contains 149819 members 
Mstep: Class 10 contains 23533 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38180 members 
Mstep: Class 13 contains 18683 members 
Mstep: Class 14 contains 6472 members 
Mstep: Class 15 contains 20376 members 
Mstep: Class 16 contains 128923 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 5684 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 4008 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732173.000000 Penalty: 14378.957031
Iteration 215Q: 25 clusters Score -1.573217e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 617 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6609 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3599 members 
Mstep: Class 7 contains 3910 members 
Mstep: Class 8 contains 6120 members 
Mstep: Class 9 contains 149817 members 
Mstep: Class 10 contains 23536 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38180 members 
Mstep: Class 13 contains 18685 members 
Mstep: Class 14 contains 6473 members 
Mstep: Class 15 contains 20377 members 
Mstep: Class 16 contains 128919 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 5684 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 4014 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732168.000000 Penalty: 14378.957031
Iteration 216Q: 25 clusters Score -1.573217e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 616 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6608 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3601 members 
Mstep: Class 7 contains 3898 members 
Mstep: Class 8 contains 6119 members 
Mstep: Class 9 contains 149816 members 
Mstep: Class 10 contains 23541 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38181 members 
Mstep: Class 13 contains 18686 members 
Mstep: Class 14 contains 6472 members 
Mstep: Class 15 contains 20378 members 
Mstep: Class 16 contains 128914 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 5683 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 4027 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732166.000000 Penalty: 14378.957031
Iteration 217Q: 25 clusters Score -1.573217e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 615 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6607 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3603 members 
Mstep: Class 7 contains 3886 members 
Mstep: Class 8 contains 6115 members 
Mstep: Class 9 contains 149814 members 
Mstep: Class 10 contains 23550 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38186 members 
Mstep: Class 13 contains 18686 members 
Mstep: Class 14 contains 6470 members 
Mstep: Class 15 contains 20381 members 
Mstep: Class 16 contains 128911 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7196 members 
Mstep: Class 22 contains 4033 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732178.000000 Penalty: 14378.957031
Iteration 218Q: 25 clusters Score -1.573218e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 611 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6606 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3605 members 
Mstep: Class 7 contains 3871 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 149812 members 
Mstep: Class 10 contains 23554 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38187 members 
Mstep: Class 13 contains 18685 members 
Mstep: Class 14 contains 6470 members 
Mstep: Class 15 contains 20384 members 
Mstep: Class 16 contains 128914 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7196 members 
Mstep: Class 22 contains 4042 members 
Mstep: Class 23 contains 36115 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732204.000000 Penalty: 14378.957031
Iteration 219Q: 25 clusters Score -1.57322e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3607 members 
Mstep: Class 7 contains 3864 members 
Mstep: Class 8 contains 6114 members 
Mstep: Class 9 contains 149810 members 
Mstep: Class 10 contains 23555 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38188 members 
Mstep: Class 13 contains 18685 members 
Mstep: Class 14 contains 6469 members 
Mstep: Class 15 contains 20386 members 
Mstep: Class 16 contains 128910 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4056 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732195.000000 Penalty: 14378.957031
Iteration 220F: 25 clusters Score -1.57322e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3608 members 
Mstep: Class 7 contains 3857 members 
Mstep: Class 8 contains 6113 members 
Mstep: Class 9 contains 149809 members 
Mstep: Class 10 contains 23555 members 
Mstep: Class 11 contains 318 members 
Mstep: Class 12 contains 38189 members 
Mstep: Class 13 contains 18685 members 
Mstep: Class 14 contains 6469 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128912 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3557 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4062 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732204.000000 Penalty: 14378.957031
Iteration 221Q: 25 clusters Score -1.57322e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6605 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3608 members 
Mstep: Class 7 contains 3850 members 
Mstep: Class 8 contains 6112 members 
Mstep: Class 9 contains 149809 members 
Mstep: Class 10 contains 23557 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38191 members 
Mstep: Class 13 contains 18685 members 
Mstep: Class 14 contains 6469 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128911 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4068 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732188.000000 Penalty: 14378.957031
Iteration 222Q: 25 clusters Score -1.573219e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45698 members 
Mstep: Class 2 contains 606 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 3849 members 
Mstep: Class 8 contains 6110 members 
Mstep: Class 9 contains 149809 members 
Mstep: Class 10 contains 23558 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38196 members 
Mstep: Class 13 contains 18685 members 
Mstep: Class 14 contains 6467 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128905 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4074 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732173.000000 Penalty: 14378.957031
Iteration 223Q: 25 clusters Score -1.573217e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 606 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6604 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3842 members 
Mstep: Class 8 contains 6104 members 
Mstep: Class 9 contains 149808 members 
Mstep: Class 10 contains 23563 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38200 members 
Mstep: Class 13 contains 18685 members 
Mstep: Class 14 contains 6468 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128903 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3555 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4082 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732168.000000 Penalty: 14378.957031
Iteration 224Q: 25 clusters Score -1.573217e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 607 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6603 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3833 members 
Mstep: Class 8 contains 6102 members 
Mstep: Class 9 contains 149808 members 
Mstep: Class 10 contains 23566 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38204 members 
Mstep: Class 13 contains 18685 members 
Mstep: Class 14 contains 6466 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128902 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3554 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4090 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732166.000000 Penalty: 14378.957031
Iteration 225Q: 25 clusters Score -1.573217e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 608 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6601 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3823 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 149807 members 
Mstep: Class 10 contains 23569 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38213 members 
Mstep: Class 13 contains 18685 members 
Mstep: Class 14 contains 6466 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128892 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7196 members 
Mstep: Class 22 contains 4099 members 
Mstep: Class 23 contains 36115 members 
Mstep: Class 24 contains 2172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732153.000000 Penalty: 14378.957031
Iteration 226Q: 25 clusters Score -1.573215e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45699 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6599 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3810 members 
Mstep: Class 8 contains 6100 members 
Mstep: Class 9 contains 149805 members 
Mstep: Class 10 contains 23570 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38216 members 
Mstep: Class 13 contains 18685 members 
Mstep: Class 14 contains 6466 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128890 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 4111 members 
Mstep: Class 23 contains 36115 members 
Mstep: Class 24 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732179.000000 Penalty: 14378.957031
Iteration 227Q: 25 clusters Score -1.573218e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45700 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6599 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3795 members 
Mstep: Class 8 contains 6097 members 
Mstep: Class 9 contains 149806 members 
Mstep: Class 10 contains 23571 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38220 members 
Mstep: Class 13 contains 18686 members 
Mstep: Class 14 contains 6462 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128887 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3552 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7196 members 
Mstep: Class 22 contains 4129 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732166.000000 Penalty: 14378.957031
Iteration 228Q: 25 clusters Score -1.573217e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6598 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3789 members 
Mstep: Class 8 contains 6096 members 
Mstep: Class 9 contains 149806 members 
Mstep: Class 10 contains 23572 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38224 members 
Mstep: Class 13 contains 18690 members 
Mstep: Class 14 contains 6458 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128878 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3553 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4141 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732168.000000 Penalty: 14378.957031
Iteration 229Q: 25 clusters Score -1.573217e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3784 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 149805 members 
Mstep: Class 10 contains 23575 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38227 members 
Mstep: Class 13 contains 18693 members 
Mstep: Class 14 contains 6457 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128864 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3556 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4154 members 
Mstep: Class 23 contains 36113 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732174.000000 Penalty: 14378.957031
Iteration 230Q: 25 clusters Score -1.573217e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3778 members 
Mstep: Class 8 contains 6091 members 
Mstep: Class 9 contains 149805 members 
Mstep: Class 10 contains 23577 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38232 members 
Mstep: Class 13 contains 18695 members 
Mstep: Class 14 contains 6455 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128855 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3559 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4162 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732184.000000 Penalty: 14378.957031
Iteration 231Q: 25 clusters Score -1.573218e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 609 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3772 members 
Mstep: Class 8 contains 6090 members 
Mstep: Class 9 contains 149805 members 
Mstep: Class 10 contains 23577 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38239 members 
Mstep: Class 13 contains 18697 members 
Mstep: Class 14 contains 6455 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128849 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3561 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4164 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732177.000000 Penalty: 14378.957031
Iteration 232Q: 25 clusters Score -1.573218e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3763 members 
Mstep: Class 8 contains 6088 members 
Mstep: Class 9 contains 149805 members 
Mstep: Class 10 contains 23577 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38245 members 
Mstep: Class 13 contains 18697 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128845 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3562 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 36115 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732168.000000 Penalty: 14378.957031
Iteration 233Q: 25 clusters Score -1.573217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45702 members 
Mstep: Class 2 contains 611 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3757 members 
Mstep: Class 8 contains 6088 members 
Mstep: Class 9 contains 149805 members 
Mstep: Class 10 contains 23578 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38251 members 
Mstep: Class 13 contains 18698 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128840 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3563 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 36115 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732173.000000 Penalty: 14378.957031
Iteration 234Q: 25 clusters Score -1.573217e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45703 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3754 members 
Mstep: Class 8 contains 6088 members 
Mstep: Class 9 contains 149805 members 
Mstep: Class 10 contains 23579 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38255 members 
Mstep: Class 13 contains 18698 members 
Mstep: Class 14 contains 6455 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128833 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4173 members 
Mstep: Class 23 contains 36116 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732188.000000 Penalty: 14378.957031
Iteration 235Q: 25 clusters Score -1.573219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3752 members 
Mstep: Class 8 contains 6089 members 
Mstep: Class 9 contains 149805 members 
Mstep: Class 10 contains 23579 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38258 members 
Mstep: Class 13 contains 18699 members 
Mstep: Class 14 contains 6454 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128827 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4175 members 
Mstep: Class 23 contains 36117 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732183.000000 Penalty: 14378.957031
Iteration 236Q: 25 clusters Score -1.573218e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3750 members 
Mstep: Class 8 contains 6089 members 
Mstep: Class 9 contains 149804 members 
Mstep: Class 10 contains 23579 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38265 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6452 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128826 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4171 members 
Mstep: Class 23 contains 36118 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732178.000000 Penalty: 14378.957031
Iteration 237Q: 25 clusters Score -1.573218e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3745 members 
Mstep: Class 8 contains 6089 members 
Mstep: Class 9 contains 149803 members 
Mstep: Class 10 contains 23580 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38270 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6452 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128824 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4172 members 
Mstep: Class 23 contains 36119 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732178.000000 Penalty: 14378.957031
Iteration 238Q: 25 clusters Score -1.573218e+07 nChanged 10
Entering ConstructFrom: 
Score: -15732178.000000 Penalty: 14378.957031
Entering ConstructFrom: 
Trying to split cluster 1 (45704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45704 members 
Entering Unmasked Estep 
Score: -1448302.500000 Penalty: 488.212341
	Iteration 0F: 2 clusters Score -1448302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 23057 members 
Entering Unmasked Estep 
Score: -1417557.000000 Penalty: 976.424683
	Iteration 0F: 3 clusters Score -1417557 nChanged 22174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -1432355.125000 Penalty: 976.424683
	Iteration 1F: 3 clusters Score -1432355 nChanged 3484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 29221 members 
Entering Unmasked Estep 
Score: -1435012.750000 Penalty: 976.424683
	Iteration 2F: 3 clusters Score -1435013 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -1438702.625000 Penalty: 976.424683
	Iteration 3F: 3 clusters Score -1438703 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -1442059.750000 Penalty: 976.424683
	Iteration 4F: 3 clusters Score -1442060 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -1444273.750000 Penalty: 976.424683
	Iteration 5F: 3 clusters Score -1444274 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -1445305.750000 Penalty: 976.424683
	Iteration 6Q: 3 clusters Score -1445306 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -1445803.875000 Penalty: 976.424683
	Iteration 7Q: 3 clusters Score -1445804 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 39001 members 
Entering Unmasked Estep 
Score: -1446162.250000 Penalty: 976.424683
	Iteration 8Q: 3 clusters Score -1446162 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 39598 members 
Entering Unmasked Estep 
Score: -1446478.625000 Penalty: 976.424683
	Iteration 9Q: 3 clusters Score -1446479 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -1446763.250000 Penalty: 976.424683
	Iteration 10Q: 3 clusters Score -1446763 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -1447016.000000 Penalty: 976.424683
	Iteration 11Q: 3 clusters Score -1447016 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 40940 members 
Entering Unmasked Estep 
Score: -1447261.500000 Penalty: 976.424683
	Iteration 12Q: 3 clusters Score -1447262 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -1447497.500000 Penalty: 976.424683
	Iteration 13Q: 3 clusters Score -1447498 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 41609 members 
Entering Unmasked Estep 
Score: -1447691.250000 Penalty: 976.424683
	Iteration 14Q: 3 clusters Score -1447691 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 41868 members 
Entering Unmasked Estep 
Score: -1447842.000000 Penalty: 976.424683
	Iteration 15Q: 3 clusters Score -1447842 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -1447952.750000 Penalty: 976.424683
	Iteration 16Q: 3 clusters Score -1447953 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 42288 members 
Entering Unmasked Estep 
Score: -1448036.750000 Penalty: 976.424683
	Iteration 17Q: 3 clusters Score -1448037 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 42454 members 
Entering Unmasked Estep 
Score: -1448094.125000 Penalty: 976.424683
	Iteration 18Q: 3 clusters Score -1448094 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 42605 members 
Entering Unmasked Estep 
Score: -1448133.375000 Penalty: 976.424683
	Iteration 19Q: 3 clusters Score -1448133 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 42734 members 
Entering Unmasked Estep 
Score: -1448160.250000 Penalty: 976.424683
	Iteration 20F: 3 clusters Score -1448160 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -1448186.750000 Penalty: 976.424683
	Iteration 21Q: 3 clusters Score -1448187 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 42941 members 
Entering Unmasked Estep 
Score: -1448209.250000 Penalty: 976.424683
	Iteration 22Q: 3 clusters Score -1448209 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -1448219.375000 Penalty: 976.424683
	Iteration 23Q: 3 clusters Score -1448219 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 43105 members 
Entering Unmasked Estep 
Score: -1448233.125000 Penalty: 976.424683
	Iteration 24Q: 3 clusters Score -1448233 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 43177 members 
Entering Unmasked Estep 
Score: -1448248.625000 Penalty: 976.424683
	Iteration 25Q: 3 clusters Score -1448249 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 43240 members 
Entering Unmasked Estep 
Score: -1448259.125000 Penalty: 976.424683
	Iteration 26Q: 3 clusters Score -1448259 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 43292 members 
Entering Unmasked Estep 
Score: -1448267.375000 Penalty: 976.424683
	Iteration 27Q: 3 clusters Score -1448267 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
Score: -1448273.250000 Penalty: 976.424683
	Iteration 28Q: 3 clusters Score -1448273 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -1448281.000000 Penalty: 976.424683
	Iteration 29Q: 3 clusters Score -1448281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -1448284.375000 Penalty: 976.424683
	Iteration 30Q: 3 clusters Score -1448284 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 43427 members 
Entering Unmasked Estep 
Score: -1448287.125000 Penalty: 976.424683
	Iteration 31Q: 3 clusters Score -1448287 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -1448287.875000 Penalty: 976.424683
	Iteration 32Q: 3 clusters Score -1448288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -1448289.750000 Penalty: 976.424683
	Iteration 33Q: 3 clusters Score -1448290 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 43474 members 
Entering Unmasked Estep 
Score: -1448291.125000 Penalty: 976.424683
	Iteration 34Q: 3 clusters Score -1448291 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -1448295.625000 Penalty: 976.424683
	Iteration 35Q: 3 clusters Score -1448296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 43494 members 
Entering Unmasked Estep 
Score: -1448294.375000 Penalty: 976.424683
	Iteration 36Q: 3 clusters Score -1448294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -1448296.250000 Penalty: 976.424683
	Iteration 37Q: 3 clusters Score -1448296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -1448295.750000 Penalty: 976.424683
	Iteration 38Q: 3 clusters Score -1448296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -1448295.000000 Penalty: 976.424683
	Iteration 39Q: 3 clusters Score -1448295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -1448295.000000 Penalty: 976.424683
	Iteration 40F: 3 clusters Score -1448295 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -1448297.625000 Penalty: 976.424683
	Iteration 41Q: 3 clusters Score -1448298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -1448299.750000 Penalty: 976.424683
	Iteration 42Q: 3 clusters Score -1448300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -1448299.750000 Penalty: 976.424683
	Iteration 43F: 3 clusters Score -1448300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -19592.693359 Penalty: 291.812378
	Iteration 0F: 2 clusters Score -19592.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -19039.671875 Penalty: 583.624756
	Iteration 0F: 3 clusters Score -19039.67 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19173.892578 Penalty: 583.624756
	Iteration 1F: 3 clusters Score -19173.89 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -19209.753906 Penalty: 583.624756
	Iteration 2F: 3 clusters Score -19209.75 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -19236.654297 Penalty: 583.624756
	Iteration 3F: 3 clusters Score -19236.65 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -19249.914062 Penalty: 583.624756
	Iteration 4Q: 3 clusters Score -19249.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -19262.363281 Penalty: 583.624756
	Iteration 5Q: 3 clusters Score -19262.36 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -19269.839844 Penalty: 583.624756
	Iteration 6Q: 3 clusters Score -19269.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19276.771484 Penalty: 583.624756
	Iteration 7Q: 3 clusters Score -19276.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -19286.753906 Penalty: 583.624756
	Iteration 8Q: 3 clusters Score -19286.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -19295.964844 Penalty: 583.624756
	Iteration 9Q: 3 clusters Score -19295.96 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -19300.531250 Penalty: 583.624756
	Iteration 10Q: 3 clusters Score -19300.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19302.666016 Penalty: 583.624756
	Iteration 11Q: 3 clusters Score -19302.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -19303.853516 Penalty: 583.624756
	Iteration 12Q: 3 clusters Score -19303.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -19304.433594 Penalty: 583.624756
	Iteration 13Q: 3 clusters Score -19304.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -19305.181641 Penalty: 583.624756
	Iteration 14Q: 3 clusters Score -19305.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -19305.640625 Penalty: 583.624756
	Iteration 15Q: 3 clusters Score -19305.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19307.472656 Penalty: 583.624756
	Iteration 16Q: 3 clusters Score -19307.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -19307.472656 Penalty: 583.624756
	Iteration 17F: 3 clusters Score -19307.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Entering Unmasked Estep 
Score: -75552.109375 Penalty: 355.481628
	Iteration 0F: 2 clusters Score -75552.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -73814.414062 Penalty: 710.963257
	Iteration 0F: 3 clusters Score -73814.41 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -74454.617188 Penalty: 710.963257
	Iteration 1F: 3 clusters Score -74454.62 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -74586.656250 Penalty: 710.963257
	Iteration 2F: 3 clusters Score -74586.66 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -74681.093750 Penalty: 710.963257
	Iteration 3F: 3 clusters Score -74681.09 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -74753.984375 Penalty: 710.963257
	Iteration 4F: 3 clusters Score -74753.98 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -74814.171875 Penalty: 710.963257
	Iteration 5Q: 3 clusters Score -74814.17 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -74858.375000 Penalty: 710.963257
	Iteration 6Q: 3 clusters Score -74858.38 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -74905.187500 Penalty: 710.963257
	Iteration 7Q: 3 clusters Score -74905.19 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -74939.859375 Penalty: 710.963257
	Iteration 8Q: 3 clusters Score -74939.86 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -74965.500000 Penalty: 710.963257
	Iteration 9Q: 3 clusters Score -74965.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -74981.867188 Penalty: 710.963257
	Iteration 10Q: 3 clusters Score -74981.87 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -74993.585938 Penalty: 710.963257
	Iteration 11Q: 3 clusters Score -74993.59 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -75001.960938 Penalty: 710.963257
	Iteration 12Q: 3 clusters Score -75001.96 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -75007.726562 Penalty: 710.963257
	Iteration 13Q: 3 clusters Score -75007.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -75011.218750 Penalty: 710.963257
	Iteration 14Q: 3 clusters Score -75011.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -75013.437500 Penalty: 710.963257
	Iteration 15Q: 3 clusters Score -75013.44 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -75016.476562 Penalty: 710.963257
	Iteration 16Q: 3 clusters Score -75016.48 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -75018.382812 Penalty: 710.963257
	Iteration 17Q: 3 clusters Score -75018.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -75018.835938 Penalty: 710.963257
	Iteration 18Q: 3 clusters Score -75018.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -75020.015625 Penalty: 710.963257
	Iteration 19Q: 3 clusters Score -75020.02 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -75020.593750 Penalty: 710.963257
	Iteration 20F: 3 clusters Score -75020.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -75020.937500 Penalty: 710.963257
	Iteration 21Q: 3 clusters Score -75020.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -75022.148438 Penalty: 710.963257
	Iteration 22Q: 3 clusters Score -75022.15 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -75025.195312 Penalty: 710.963257
	Iteration 23Q: 3 clusters Score -75025.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -75028.039062 Penalty: 710.963257
	Iteration 24Q: 3 clusters Score -75028.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -75030.031250 Penalty: 710.963257
	Iteration 25Q: 3 clusters Score -75030.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -75035.570312 Penalty: 710.963257
	Iteration 26Q: 3 clusters Score -75035.57 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -75044.585938 Penalty: 710.963257
	Iteration 27Q: 3 clusters Score -75044.59 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -75054.218750 Penalty: 710.963257
	Iteration 28Q: 3 clusters Score -75054.22 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -75060.890625 Penalty: 710.963257
	Iteration 29Q: 3 clusters Score -75060.89 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -75065.742188 Penalty: 710.963257
	Iteration 30Q: 3 clusters Score -75065.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -75069.890625 Penalty: 710.963257
	Iteration 31Q: 3 clusters Score -75069.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -75074.421875 Penalty: 710.963257
	Iteration 32Q: 3 clusters Score -75074.42 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -75080.742188 Penalty: 710.963257
	Iteration 33Q: 3 clusters Score -75080.74 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -75087.656250 Penalty: 710.963257
	Iteration 34Q: 3 clusters Score -75087.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -75095.554688 Penalty: 710.963257
	Iteration 35Q: 3 clusters Score -75095.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -75100.195312 Penalty: 710.963257
	Iteration 36Q: 3 clusters Score -75100.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -75104.476562 Penalty: 710.963257
	Iteration 37Q: 3 clusters Score -75104.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -75109.640625 Penalty: 710.963257
	Iteration 38Q: 3 clusters Score -75109.64 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -75112.312500 Penalty: 710.963257
	Iteration 39Q: 3 clusters Score -75112.31 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -75117.109375 Penalty: 710.963257
	Iteration 40F: 3 clusters Score -75117.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -75120.625000 Penalty: 710.963257
	Iteration 41Q: 3 clusters Score -75120.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -75124.867188 Penalty: 710.963257
	Iteration 42Q: 3 clusters Score -75124.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -75128.187500 Penalty: 710.963257
	Iteration 43Q: 3 clusters Score -75128.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -75129.210938 Penalty: 710.963257
	Iteration 44Q: 3 clusters Score -75129.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -75130.671875 Penalty: 710.963257
	Iteration 45Q: 3 clusters Score -75130.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -75131.812500 Penalty: 710.963257
	Iteration 46Q: 3 clusters Score -75131.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -75132.937500 Penalty: 710.963257
	Iteration 47Q: 3 clusters Score -75132.94 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -75133.750000 Penalty: 710.963257
	Iteration 48Q: 3 clusters Score -75133.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -75134.218750 Penalty: 710.963257
	Iteration 49Q: 3 clusters Score -75134.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -75134.812500 Penalty: 710.963257
	Iteration 50Q: 3 clusters Score -75134.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -75135.445312 Penalty: 710.963257
	Iteration 51Q: 3 clusters Score -75135.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -75136.218750 Penalty: 710.963257
	Iteration 52Q: 3 clusters Score -75136.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -75137.218750 Penalty: 710.963257
	Iteration 53Q: 3 clusters Score -75137.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -75138.820312 Penalty: 710.963257
	Iteration 54Q: 3 clusters Score -75138.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -75140.367188 Penalty: 710.963257
	Iteration 55Q: 3 clusters Score -75140.37 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -75141.617188 Penalty: 710.963257
	Iteration 56Q: 3 clusters Score -75141.62 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -75142.625000 Penalty: 710.963257
	Iteration 57Q: 3 clusters Score -75142.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -75145.023438 Penalty: 710.963257
	Iteration 58Q: 3 clusters Score -75145.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -75149.015625 Penalty: 710.963257
	Iteration 59Q: 3 clusters Score -75149.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -75155.195312 Penalty: 710.963257
	Iteration 60F: 3 clusters Score -75155.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -75159.328125 Penalty: 710.963257
	Iteration 61Q: 3 clusters Score -75159.33 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -75161.906250 Penalty: 710.963257
	Iteration 62Q: 3 clusters Score -75161.91 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -75165.523438 Penalty: 710.963257
	Iteration 63Q: 3 clusters Score -75165.52 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -75169.117188 Penalty: 710.963257
	Iteration 64Q: 3 clusters Score -75169.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -75170.812500 Penalty: 710.963257
	Iteration 65Q: 3 clusters Score -75170.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -75171.476562 Penalty: 710.963257
	Iteration 66Q: 3 clusters Score -75171.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -75171.539062 Penalty: 710.963257
	Iteration 67Q: 3 clusters Score -75171.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -75171.539062 Penalty: 710.963257
	Iteration 68F: 3 clusters Score -75171.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Entering Unmasked Estep 
Score: -205523.203125 Penalty: 400.130066
	Iteration 0F: 2 clusters Score -205523.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -201043.343750 Penalty: 800.260132
	Iteration 0F: 3 clusters Score -201043.3 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -202731.875000 Penalty: 800.260132
	Iteration 1F: 3 clusters Score -202731.9 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -202941.109375 Penalty: 800.260132
	Iteration 2F: 3 clusters Score -202941.1 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -203286.765625 Penalty: 800.260132
	Iteration 3F: 3 clusters Score -203286.8 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -203814.875000 Penalty: 800.260132
	Iteration 4F: 3 clusters Score -203814.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -204377.906250 Penalty: 800.260132
	Iteration 5F: 3 clusters Score -204377.9 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -204792.234375 Penalty: 800.260132
	Iteration 6F: 3 clusters Score -204792.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -205004.171875 Penalty: 800.260132
	Iteration 7Q: 3 clusters Score -205004.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -205099.187500 Penalty: 800.260132
	Iteration 8Q: 3 clusters Score -205099.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -205129.484375 Penalty: 800.260132
	Iteration 9Q: 3 clusters Score -205129.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -205159.125000 Penalty: 800.260132
	Iteration 10Q: 3 clusters Score -205159.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -205182.781250 Penalty: 800.260132
	Iteration 11Q: 3 clusters Score -205182.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -205209.218750 Penalty: 800.260132
	Iteration 12Q: 3 clusters Score -205209.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -205221.109375 Penalty: 800.260132
	Iteration 13Q: 3 clusters Score -205221.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -205227.875000 Penalty: 800.260132
	Iteration 14Q: 3 clusters Score -205227.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -205234.640625 Penalty: 800.260132
	Iteration 15Q: 3 clusters Score -205234.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -205237.265625 Penalty: 800.260132
	Iteration 16Q: 3 clusters Score -205237.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -205238.250000 Penalty: 800.260132
	Iteration 17Q: 3 clusters Score -205238.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -205240.062500 Penalty: 800.260132
	Iteration 18Q: 3 clusters Score -205240.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -205241.703125 Penalty: 800.260132
	Iteration 19Q: 3 clusters Score -205241.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -205243.187500 Penalty: 800.260132
	Iteration 20F: 3 clusters Score -205243.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -205245.093750 Penalty: 800.260132
	Iteration 21Q: 3 clusters Score -205245.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -205245.093750 Penalty: 800.260132
	Iteration 22F: 3 clusters Score -205245.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Entering Unmasked Estep 
Score: -23095.255859 Penalty: 296.351990
	Iteration 0F: 2 clusters Score -23095.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -22489.138672 Penalty: 592.703979
	Iteration 0F: 3 clusters Score -22489.14 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -22636.406250 Penalty: 592.703979
	Iteration 1F: 3 clusters Score -22636.41 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -22664.435547 Penalty: 592.703979
	Iteration 2F: 3 clusters Score -22664.44 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -22683.455078 Penalty: 592.703979
	Iteration 3Q: 3 clusters Score -22683.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -22697.628906 Penalty: 592.703979
	Iteration 4Q: 3 clusters Score -22697.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -22706.955078 Penalty: 592.703979
	Iteration 5Q: 3 clusters Score -22706.96 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22720.097656 Penalty: 592.703979
	Iteration 6Q: 3 clusters Score -22720.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22733.931641 Penalty: 592.703979
	Iteration 7Q: 3 clusters Score -22733.93 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -22748.957031 Penalty: 592.703979
	Iteration 8Q: 3 clusters Score -22748.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22765.650391 Penalty: 592.703979
	Iteration 9Q: 3 clusters Score -22765.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22781.826172 Penalty: 592.703979
	Iteration 10Q: 3 clusters Score -22781.83 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22790.638672 Penalty: 592.703979
	Iteration 11Q: 3 clusters Score -22790.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -22792.876953 Penalty: 592.703979
	Iteration 12Q: 3 clusters Score -22792.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -22796.539062 Penalty: 592.703979
	Iteration 13Q: 3 clusters Score -22796.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22799.421875 Penalty: 592.703979
	Iteration 14Q: 3 clusters Score -22799.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22803.541016 Penalty: 592.703979
	Iteration 15Q: 3 clusters Score -22803.54 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22805.876953 Penalty: 592.703979
	Iteration 16Q: 3 clusters Score -22805.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22809.517578 Penalty: 592.703979
	Iteration 17Q: 3 clusters Score -22809.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22811.916016 Penalty: 592.703979
	Iteration 18Q: 3 clusters Score -22811.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -22812.291016 Penalty: 592.703979
	Iteration 19Q: 3 clusters Score -22812.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22813.505859 Penalty: 592.703979
	Iteration 20F: 3 clusters Score -22813.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22814.072266 Penalty: 592.703979
	Iteration 21Q: 3 clusters Score -22814.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -22814.525391 Penalty: 592.703979
	Iteration 22Q: 3 clusters Score -22814.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22815.648438 Penalty: 592.703979
	Iteration 23Q: 3 clusters Score -22815.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22816.720703 Penalty: 592.703979
	Iteration 24Q: 3 clusters Score -22816.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -22818.837891 Penalty: 592.703979
	Iteration 25Q: 3 clusters Score -22818.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22819.214844 Penalty: 592.703979
	Iteration 26Q: 3 clusters Score -22819.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -22819.214844 Penalty: 592.703979
	Iteration 27F: 3 clusters Score -22819.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Entering Unmasked Estep 
Score: -106253.773438 Penalty: 372.711578
	Iteration 0F: 2 clusters Score -106253.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -103770.195312 Penalty: 745.423157
	Iteration 0F: 3 clusters Score -103770.2 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -104687.453125 Penalty: 745.423157
	Iteration 1F: 3 clusters Score -104687.5 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -104922.875000 Penalty: 745.423157
	Iteration 2F: 3 clusters Score -104922.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -105242.796875 Penalty: 745.423157
	Iteration 3F: 3 clusters Score -105242.8 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -105533.828125 Penalty: 745.423157
	Iteration 4F: 3 clusters Score -105533.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -105709.828125 Penalty: 745.423157
	Iteration 5F: 3 clusters Score -105709.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -105813.875000 Penalty: 745.423157
	Iteration 6Q: 3 clusters Score -105813.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -105894.195312 Penalty: 745.423157
	Iteration 7Q: 3 clusters Score -105894.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -105933.484375 Penalty: 745.423157
	Iteration 8Q: 3 clusters Score -105933.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -105961.781250 Penalty: 745.423157
	Iteration 9Q: 3 clusters Score -105961.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -105979.101562 Penalty: 745.423157
	Iteration 10Q: 3 clusters Score -105979.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -105989.531250 Penalty: 745.423157
	Iteration 11Q: 3 clusters Score -105989.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -105994.914062 Penalty: 745.423157
	Iteration 12Q: 3 clusters Score -105994.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -106003.257812 Penalty: 745.423157
	Iteration 13Q: 3 clusters Score -106003.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -106012.835938 Penalty: 745.423157
	Iteration 14Q: 3 clusters Score -106012.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -106021.539062 Penalty: 745.423157
	Iteration 15Q: 3 clusters Score -106021.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -106031.750000 Penalty: 745.423157
	Iteration 16Q: 3 clusters Score -106031.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -106040.109375 Penalty: 745.423157
	Iteration 17Q: 3 clusters Score -106040.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -106052.234375 Penalty: 745.423157
	Iteration 18Q: 3 clusters Score -106052.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -106060.179688 Penalty: 745.423157
	Iteration 19Q: 3 clusters Score -106060.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -106066.304688 Penalty: 745.423157
	Iteration 20F: 3 clusters Score -106066.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -106071.914062 Penalty: 745.423157
	Iteration 21Q: 3 clusters Score -106071.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -106075.250000 Penalty: 745.423157
	Iteration 22Q: 3 clusters Score -106075.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -106079.476562 Penalty: 745.423157
	Iteration 23Q: 3 clusters Score -106079.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -106084.039062 Penalty: 745.423157
	Iteration 24Q: 3 clusters Score -106084 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -106088.148438 Penalty: 745.423157
	Iteration 25Q: 3 clusters Score -106088.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -106089.718750 Penalty: 745.423157
	Iteration 26Q: 3 clusters Score -106089.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -106090.898438 Penalty: 745.423157
	Iteration 27Q: 3 clusters Score -106090.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -106091.500000 Penalty: 745.423157
	Iteration 28Q: 3 clusters Score -106091.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -106092.304688 Penalty: 745.423157
	Iteration 29Q: 3 clusters Score -106092.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -106092.890625 Penalty: 745.423157
	Iteration 30Q: 3 clusters Score -106092.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -106093.171875 Penalty: 745.423157
	Iteration 31Q: 3 clusters Score -106093.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -106093.890625 Penalty: 745.423157
	Iteration 32Q: 3 clusters Score -106093.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -106094.226562 Penalty: 745.423157
	Iteration 33Q: 3 clusters Score -106094.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -106094.226562 Penalty: 745.423157
	Iteration 34F: 3 clusters Score -106094.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Entering Unmasked Estep 
Score: -110708.578125 Penalty: 374.345551
	Iteration 0F: 2 clusters Score -110708.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -108186.070312 Penalty: 748.691101
	Iteration 0F: 3 clusters Score -108186.1 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -109066.500000 Penalty: 748.691101
	Iteration 1F: 3 clusters Score -109066.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -109177.609375 Penalty: 748.691101
	Iteration 2F: 3 clusters Score -109177.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -109273.710938 Penalty: 748.691101
	Iteration 3F: 3 clusters Score -109273.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -109363.445312 Penalty: 748.691101
	Iteration 4F: 3 clusters Score -109363.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -109429.500000 Penalty: 748.691101
	Iteration 5Q: 3 clusters Score -109429.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -109486.445312 Penalty: 748.691101
	Iteration 6Q: 3 clusters Score -109486.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -109536.039062 Penalty: 748.691101
	Iteration 7Q: 3 clusters Score -109536 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -109597.109375 Penalty: 748.691101
	Iteration 8Q: 3 clusters Score -109597.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -109680.531250 Penalty: 748.691101
	Iteration 9Q: 3 clusters Score -109680.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -109761.453125 Penalty: 748.691101
	Iteration 10Q: 3 clusters Score -109761.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -109854.429688 Penalty: 748.691101
	Iteration 11Q: 3 clusters Score -109854.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -109961.906250 Penalty: 748.691101
	Iteration 12Q: 3 clusters Score -109961.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -110064.367188 Penalty: 748.691101
	Iteration 13Q: 3 clusters Score -110064.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -110147.992188 Penalty: 748.691101
	Iteration 14Q: 3 clusters Score -110148 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -110214.203125 Penalty: 748.691101
	Iteration 15Q: 3 clusters Score -110214.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -110253.570312 Penalty: 748.691101
	Iteration 16Q: 3 clusters Score -110253.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -110286.882812 Penalty: 748.691101
	Iteration 17Q: 3 clusters Score -110286.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -110306.468750 Penalty: 748.691101
	Iteration 18Q: 3 clusters Score -110306.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -110324.398438 Penalty: 748.691101
	Iteration 19Q: 3 clusters Score -110324.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -110341.617188 Penalty: 748.691101
	Iteration 20F: 3 clusters Score -110341.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -110364.578125 Penalty: 748.691101
	Iteration 21Q: 3 clusters Score -110364.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -110388.171875 Penalty: 748.691101
	Iteration 22Q: 3 clusters Score -110388.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -110406.085938 Penalty: 748.691101
	Iteration 23Q: 3 clusters Score -110406.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -110418.328125 Penalty: 748.691101
	Iteration 24Q: 3 clusters Score -110418.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -110433.406250 Penalty: 748.691101
	Iteration 25Q: 3 clusters Score -110433.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -110444.375000 Penalty: 748.691101
	Iteration 26Q: 3 clusters Score -110444.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -110451.968750 Penalty: 748.691101
	Iteration 27Q: 3 clusters Score -110452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -110459.773438 Penalty: 748.691101
	Iteration 28Q: 3 clusters Score -110459.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -110466.429688 Penalty: 748.691101
	Iteration 29Q: 3 clusters Score -110466.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -110470.078125 Penalty: 748.691101
	Iteration 30Q: 3 clusters Score -110470.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -110470.726562 Penalty: 748.691101
	Iteration 31Q: 3 clusters Score -110470.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -110471.132812 Penalty: 748.691101
	Iteration 32Q: 3 clusters Score -110471.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -110471.492188 Penalty: 748.691101
	Iteration 33Q: 3 clusters Score -110471.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -110471.992188 Penalty: 748.691101
	Iteration 34Q: 3 clusters Score -110472 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -110471.992188 Penalty: 748.691101
	Iteration 35F: 3 clusters Score -110472 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Entering Unmasked Estep 
Score: -198955.828125 Penalty: 396.497894
	Iteration 0F: 2 clusters Score -198955.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -194856.546875 Penalty: 792.995789
	Iteration 0F: 3 clusters Score -194856.5 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -196624.984375 Penalty: 792.995789
	Iteration 1F: 3 clusters Score -196625 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -196951.687500 Penalty: 792.995789
	Iteration 2F: 3 clusters Score -196951.7 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -197417.156250 Penalty: 792.995789
	Iteration 3F: 3 clusters Score -197417.2 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -197825.984375 Penalty: 792.995789
	Iteration 4F: 3 clusters Score -197826 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -198062.359375 Penalty: 792.995789
	Iteration 5F: 3 clusters Score -198062.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -198144.171875 Penalty: 792.995789
	Iteration 6Q: 3 clusters Score -198144.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -198185.921875 Penalty: 792.995789
	Iteration 7Q: 3 clusters Score -198185.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -198216.734375 Penalty: 792.995789
	Iteration 8Q: 3 clusters Score -198216.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -198233.421875 Penalty: 792.995789
	Iteration 9Q: 3 clusters Score -198233.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -198243.031250 Penalty: 792.995789
	Iteration 10Q: 3 clusters Score -198243 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -198251.953125 Penalty: 792.995789
	Iteration 11Q: 3 clusters Score -198252 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -198259.984375 Penalty: 792.995789
	Iteration 12Q: 3 clusters Score -198260 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -198266.500000 Penalty: 792.995789
	Iteration 13Q: 3 clusters Score -198266.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -198271.031250 Penalty: 792.995789
	Iteration 14Q: 3 clusters Score -198271 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -198272.968750 Penalty: 792.995789
	Iteration 15Q: 3 clusters Score -198273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -198274.265625 Penalty: 792.995789
	Iteration 16Q: 3 clusters Score -198274.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -198276.015625 Penalty: 792.995789
	Iteration 17Q: 3 clusters Score -198276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -198278.140625 Penalty: 792.995789
	Iteration 18Q: 3 clusters Score -198278.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -198281.328125 Penalty: 792.995789
	Iteration 19Q: 3 clusters Score -198281.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -198284.218750 Penalty: 792.995789
	Iteration 20F: 3 clusters Score -198284.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -198286.000000 Penalty: 792.995789
	Iteration 21Q: 3 clusters Score -198286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -198288.140625 Penalty: 792.995789
	Iteration 22Q: 3 clusters Score -198288.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -198291.796875 Penalty: 792.995789
	Iteration 23Q: 3 clusters Score -198291.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -198297.562500 Penalty: 792.995789
	Iteration 24Q: 3 clusters Score -198297.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -198303.296875 Penalty: 792.995789
	Iteration 25Q: 3 clusters Score -198303.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -198308.500000 Penalty: 792.995789
	Iteration 26Q: 3 clusters Score -198308.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -198311.687500 Penalty: 792.995789
	Iteration 27Q: 3 clusters Score -198311.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -198313.859375 Penalty: 792.995789
	Iteration 28Q: 3 clusters Score -198313.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -198318.578125 Penalty: 792.995789
	Iteration 29Q: 3 clusters Score -198318.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -198322.500000 Penalty: 792.995789
	Iteration 30Q: 3 clusters Score -198322.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -198327.281250 Penalty: 792.995789
	Iteration 31Q: 3 clusters Score -198327.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -198329.078125 Penalty: 792.995789
	Iteration 32Q: 3 clusters Score -198329.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -198331.906250 Penalty: 792.995789
	Iteration 33Q: 3 clusters Score -198331.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -198334.171875 Penalty: 792.995789
	Iteration 34Q: 3 clusters Score -198334.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -198337.140625 Penalty: 792.995789
	Iteration 35Q: 3 clusters Score -198337.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -198339.421875 Penalty: 792.995789
	Iteration 36Q: 3 clusters Score -198339.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -198340.656250 Penalty: 792.995789
	Iteration 37Q: 3 clusters Score -198340.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -198342.125000 Penalty: 792.995789
	Iteration 38Q: 3 clusters Score -198342.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -198342.640625 Penalty: 792.995789
	Iteration 39Q: 3 clusters Score -198342.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -198343.687500 Penalty: 792.995789
	Iteration 40F: 3 clusters Score -198343.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -198343.546875 Penalty: 792.995789
	Iteration 41Q: 3 clusters Score -198343.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -198343.593750 Penalty: 792.995789
	Iteration 42Q: 3 clusters Score -198343.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -198343.484375 Penalty: 792.995789
	Iteration 43Q: 3 clusters Score -198343.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -198343.765625 Penalty: 792.995789
	Iteration 44Q: 3 clusters Score -198343.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -198343.765625 Penalty: 792.995789
	Iteration 45F: 3 clusters Score -198343.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (149803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149803 members 
Entering Unmasked Estep 
Score: -4970501.500000 Penalty: 542.226990
	Iteration 0F: 2 clusters Score -4970502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74834 members 
Mstep: Class 2 contains 74969 members 
Entering Unmasked Estep 
Score: -4868757.500000 Penalty: 1084.453979
	Iteration 0F: 3 clusters Score -4868758 nChanged 73605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73633 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -4916693.000000 Penalty: 1084.453979
	Iteration 1F: 3 clusters Score -4916693 nChanged 7876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71021 members 
Mstep: Class 2 contains 78782 members 
Entering Unmasked Estep 
Score: -4920652.000000 Penalty: 1084.453979
	Iteration 2F: 3 clusters Score -4920652 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67079 members 
Mstep: Class 2 contains 82724 members 
Entering Unmasked Estep 
Score: -4926672.000000 Penalty: 1084.453979
	Iteration 3F: 3 clusters Score -4926672 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62520 members 
Mstep: Class 2 contains 87283 members 
Entering Unmasked Estep 
Score: -4934136.000000 Penalty: 1084.453979
	Iteration 4F: 3 clusters Score -4934136 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58396 members 
Mstep: Class 2 contains 91407 members 
Entering Unmasked Estep 
Score: -4940707.500000 Penalty: 1084.453979
	Iteration 5F: 3 clusters Score -4940708 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 94795 members 
Entering Unmasked Estep 
Score: -4944361.500000 Penalty: 1084.453979
	Iteration 6Q: 3 clusters Score -4944362 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 97873 members 
Entering Unmasked Estep 
Score: -4946117.500000 Penalty: 1084.453979
	Iteration 7Q: 3 clusters Score -4946118 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 101067 members 
Entering Unmasked Estep 
Score: -4947433.500000 Penalty: 1084.453979
	Iteration 8Q: 3 clusters Score -4947434 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45471 members 
Mstep: Class 2 contains 104332 members 
Entering Unmasked Estep 
Score: -4948636.000000 Penalty: 1084.453979
	Iteration 9Q: 3 clusters Score -4948636 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42141 members 
Mstep: Class 2 contains 107662 members 
Entering Unmasked Estep 
Score: -4949847.500000 Penalty: 1084.453979
	Iteration 10Q: 3 clusters Score -4949848 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38741 members 
Mstep: Class 2 contains 111062 members 
Entering Unmasked Estep 
Score: -4951145.500000 Penalty: 1084.453979
	Iteration 11Q: 3 clusters Score -4951146 nChanged 3412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 114462 members 
Entering Unmasked Estep 
Score: -4952589.500000 Penalty: 1084.453979
	Iteration 12Q: 3 clusters Score -4952590 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31927 members 
Mstep: Class 2 contains 117876 members 
Entering Unmasked Estep 
Score: -4954022.500000 Penalty: 1084.453979
	Iteration 13Q: 3 clusters Score -4954022 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28503 members 
Mstep: Class 2 contains 121300 members 
Entering Unmasked Estep 
Score: -4955562.500000 Penalty: 1084.453979
	Iteration 14Q: 3 clusters Score -4955562 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 124555 members 
Entering Unmasked Estep 
Score: -4957040.000000 Penalty: 1084.453979
	Iteration 15Q: 3 clusters Score -4957040 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 127666 members 
Entering Unmasked Estep 
Score: -4958518.000000 Penalty: 1084.453979
	Iteration 16Q: 3 clusters Score -4958518 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 130627 members 
Entering Unmasked Estep 
Score: -4960095.500000 Penalty: 1084.453979
	Iteration 17Q: 3 clusters Score -4960096 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 133317 members 
Entering Unmasked Estep 
Score: -4961387.000000 Penalty: 1084.453979
	Iteration 18Q: 3 clusters Score -4961387 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 135690 members 
Entering Unmasked Estep 
Score: -4962592.000000 Penalty: 1084.453979
	Iteration 19Q: 3 clusters Score -4962592 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 137842 members 
Entering Unmasked Estep 
Score: -4963684.500000 Penalty: 1084.453979
	Iteration 20F: 3 clusters Score -4963684 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 139778 members 
Entering Unmasked Estep 
Score: -4964746.500000 Penalty: 1084.453979
	Iteration 21Q: 3 clusters Score -4964746 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 141470 members 
Entering Unmasked Estep 
Score: -4965705.000000 Penalty: 1084.453979
	Iteration 22Q: 3 clusters Score -4965705 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 142931 members 
Entering Unmasked Estep 
Score: -4966517.500000 Penalty: 1084.453979
	Iteration 23Q: 3 clusters Score -4966518 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 144185 members 
Entering Unmasked Estep 
Score: -4967204.000000 Penalty: 1084.453979
	Iteration 24Q: 3 clusters Score -4967204 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 145216 members 
Entering Unmasked Estep 
Score: -4967786.000000 Penalty: 1084.453979
	Iteration 25Q: 3 clusters Score -4967786 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 146073 members 
Entering Unmasked Estep 
Score: -4968291.500000 Penalty: 1084.453979
	Iteration 26Q: 3 clusters Score -4968292 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 146790 members 
Entering Unmasked Estep 
Score: -4968678.000000 Penalty: 1084.453979
	Iteration 27Q: 3 clusters Score -4968678 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 147365 members 
Entering Unmasked Estep 
Score: -4968958.500000 Penalty: 1084.453979
	Iteration 28Q: 3 clusters Score -4968958 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 147841 members 
Entering Unmasked Estep 
Score: -4969200.500000 Penalty: 1084.453979
	Iteration 29Q: 3 clusters Score -4969200 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 148216 members 
Entering Unmasked Estep 
Score: -4969393.500000 Penalty: 1084.453979
	Iteration 30Q: 3 clusters Score -4969394 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 148530 members 
Entering Unmasked Estep 
Score: -4969547.500000 Penalty: 1084.453979
	Iteration 31Q: 3 clusters Score -4969548 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 148777 members 
Entering Unmasked Estep 
Score: -4969645.000000 Penalty: 1084.453979
	Iteration 32Q: 3 clusters Score -4969645 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 148965 members 
Entering Unmasked Estep 
Score: -4969741.500000 Penalty: 1084.453979
	Iteration 33Q: 3 clusters Score -4969742 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 149099 members 
Entering Unmasked Estep 
Score: -4969809.000000 Penalty: 1084.453979
	Iteration 34Q: 3 clusters Score -4969809 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 149216 members 
Entering Unmasked Estep 
Score: -4969868.000000 Penalty: 1084.453979
	Iteration 35Q: 3 clusters Score -4969868 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 149315 members 
Entering Unmasked Estep 
Score: -4969923.500000 Penalty: 1084.453979
	Iteration 36Q: 3 clusters Score -4969924 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 149389 members 
Entering Unmasked Estep 
Score: -4969961.000000 Penalty: 1084.453979
	Iteration 37Q: 3 clusters Score -4969961 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 149447 members 
Entering Unmasked Estep 
Score: -4970002.500000 Penalty: 1084.453979
	Iteration 38Q: 3 clusters Score -4970002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 149493 members 
Entering Unmasked Estep 
Score: -4970040.500000 Penalty: 1084.453979
	Iteration 39Q: 3 clusters Score -4970040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 149515 members 
Entering Unmasked Estep 
Score: -4970049.000000 Penalty: 1084.453979
	Iteration 40F: 3 clusters Score -4970049 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 149530 members 
Entering Unmasked Estep 
Score: -4970058.000000 Penalty: 1084.453979
	Iteration 41Q: 3 clusters Score -4970058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 149536 members 
Entering Unmasked Estep 
Score: -4970064.500000 Penalty: 1084.453979
	Iteration 42Q: 3 clusters Score -4970064 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 149539 members 
Entering Unmasked Estep 
Score: -4970071.000000 Penalty: 1084.453979
	Iteration 43Q: 3 clusters Score -4970071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 149544 members 
Entering Unmasked Estep 
Score: -4970074.500000 Penalty: 1084.453979
	Iteration 44Q: 3 clusters Score -4970074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 149550 members 
Entering Unmasked Estep 
Score: -4970075.000000 Penalty: 1084.453979
	Iteration 45Q: 3 clusters Score -4970075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 149553 members 
Entering Unmasked Estep 
Score: -4970073.500000 Penalty: 1084.453979
	Iteration 46Q: 3 clusters Score -4970074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 149554 members 
Entering Unmasked Estep 
Score: -4970072.500000 Penalty: 1084.453979
	Iteration 47Q: 3 clusters Score -4970072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 149556 members 
Entering Unmasked Estep 
Score: -4970074.500000 Penalty: 1084.453979
	Iteration 48Q: 3 clusters Score -4970074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 149557 members 
Entering Unmasked Estep 
Score: -4970073.500000 Penalty: 1084.453979
	Iteration 49Q: 3 clusters Score -4970074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 149559 members 
Entering Unmasked Estep 
Score: -4970078.500000 Penalty: 1084.453979
	Iteration 50Q: 3 clusters Score -4970078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 149559 members 
Entering Unmasked Estep 
Score: -4970080.000000 Penalty: 1084.453979
	Iteration 51Q: 3 clusters Score -4970080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 149560 members 
Entering Unmasked Estep 
Score: -4970080.000000 Penalty: 1084.453979
	Iteration 52Q: 3 clusters Score -4970080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 149561 members 
Entering Unmasked Estep 
Score: -4970077.000000 Penalty: 1084.453979
	Iteration 53Q: 3 clusters Score -4970077 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 149561 members 
Entering Unmasked Estep 
Score: -4970077.000000 Penalty: 1084.453979
	Iteration 54F: 3 clusters Score -4970077 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Entering Unmasked Estep 
Score: -723173.062500 Penalty: 458.101013
	Iteration 0F: 2 clusters Score -723173.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -707380.312500 Penalty: 916.202026
	Iteration 0F: 3 clusters Score -707380.3 nChanged 11336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -714068.312500 Penalty: 916.202026
	Iteration 1F: 3 clusters Score -714068.3 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -714462.937500 Penalty: 916.202026
	Iteration 2Q: 3 clusters Score -714462.9 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13867 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -715038.687500 Penalty: 916.202026
	Iteration 3F: 3 clusters Score -715038.7 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -715941.312500 Penalty: 916.202026
	Iteration 4F: 3 clusters Score -715941.3 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -717226.125000 Penalty: 916.202026
	Iteration 5F: 3 clusters Score -717226.1 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -718735.687500 Penalty: 916.202026
	Iteration 6F: 3 clusters Score -718735.7 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -720094.937500 Penalty: 916.202026
	Iteration 7F: 3 clusters Score -720094.9 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -721011.625000 Penalty: 916.202026
	Iteration 8Q: 3 clusters Score -721011.6 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -721615.125000 Penalty: 916.202026
	Iteration 9Q: 3 clusters Score -721615.1 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -722044.687500 Penalty: 916.202026
	Iteration 10Q: 3 clusters Score -722044.7 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -722326.375000 Penalty: 916.202026
	Iteration 11Q: 3 clusters Score -722326.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -722494.750000 Penalty: 916.202026
	Iteration 12Q: 3 clusters Score -722494.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -722585.687500 Penalty: 916.202026
	Iteration 13Q: 3 clusters Score -722585.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -722632.437500 Penalty: 916.202026
	Iteration 14Q: 3 clusters Score -722632.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -722662.000000 Penalty: 916.202026
	Iteration 15Q: 3 clusters Score -722662 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -722685.500000 Penalty: 916.202026
	Iteration 16Q: 3 clusters Score -722685.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -722702.375000 Penalty: 916.202026
	Iteration 17Q: 3 clusters Score -722702.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -722717.625000 Penalty: 916.202026
	Iteration 18Q: 3 clusters Score -722717.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -722731.750000 Penalty: 916.202026
	Iteration 19Q: 3 clusters Score -722731.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -722746.062500 Penalty: 916.202026
	Iteration 20F: 3 clusters Score -722746.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -722758.375000 Penalty: 916.202026
	Iteration 21Q: 3 clusters Score -722758.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -722766.125000 Penalty: 916.202026
	Iteration 22Q: 3 clusters Score -722766.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -722771.875000 Penalty: 916.202026
	Iteration 23Q: 3 clusters Score -722771.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -722776.312500 Penalty: 916.202026
	Iteration 24Q: 3 clusters Score -722776.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -722780.187500 Penalty: 916.202026
	Iteration 25Q: 3 clusters Score -722780.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20496 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -722783.562500 Penalty: 916.202026
	Iteration 26Q: 3 clusters Score -722783.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -722783.250000 Penalty: 916.202026
	Iteration 27Q: 3 clusters Score -722783.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -722784.187500 Penalty: 916.202026
	Iteration 28Q: 3 clusters Score -722784.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -722785.250000 Penalty: 916.202026
	Iteration 29Q: 3 clusters Score -722785.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -722785.375000 Penalty: 916.202026
	Iteration 30Q: 3 clusters Score -722785.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -722788.062500 Penalty: 916.202026
	Iteration 31Q: 3 clusters Score -722788.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -722788.437500 Penalty: 916.202026
	Iteration 32Q: 3 clusters Score -722788.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -722790.312500 Penalty: 916.202026
	Iteration 33Q: 3 clusters Score -722790.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -722790.687500 Penalty: 916.202026
	Iteration 34Q: 3 clusters Score -722790.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -722793.250000 Penalty: 916.202026
	Iteration 35Q: 3 clusters Score -722793.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -722792.500000 Penalty: 916.202026
	Iteration 36Q: 3 clusters Score -722792.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -722795.937500 Penalty: 916.202026
	Iteration 37Q: 3 clusters Score -722795.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -722796.937500 Penalty: 916.202026
	Iteration 38Q: 3 clusters Score -722796.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -722795.375000 Penalty: 916.202026
	Iteration 39Q: 3 clusters Score -722795.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -722798.000000 Penalty: 916.202026
	Iteration 40F: 3 clusters Score -722798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -722798.250000 Penalty: 916.202026
	Iteration 41Q: 3 clusters Score -722798.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -722799.250000 Penalty: 916.202026
	Iteration 42Q: 3 clusters Score -722799.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -722799.312500 Penalty: 916.202026
	Iteration 43Q: 3 clusters Score -722799.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -722800.437500 Penalty: 916.202026
	Iteration 44Q: 3 clusters Score -722800.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -722799.562500 Penalty: 916.202026
	Iteration 45Q: 3 clusters Score -722799.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -722801.937500 Penalty: 916.202026
	Iteration 46Q: 3 clusters Score -722801.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -722800.875000 Penalty: 916.202026
	Iteration 47Q: 3 clusters Score -722800.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -722800.375000 Penalty: 916.202026
	Iteration 48Q: 3 clusters Score -722800.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -722800.375000 Penalty: 916.202026
	Iteration 49F: 3 clusters Score -722800.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -6719.564453 Penalty: 262.030029
	Iteration 0F: 2 clusters Score -6719.564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -6366.631348 Penalty: 524.060059
	Iteration 0F: 3 clusters Score -6366.631 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -6460.133301 Penalty: 524.060059
	Iteration 1F: 3 clusters Score -6460.133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -6491.452637 Penalty: 524.060059
	Iteration 2F: 3 clusters Score -6491.453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -6522.043945 Penalty: 524.060059
	Iteration 3F: 3 clusters Score -6522.044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -6547.283691 Penalty: 524.060059
	Iteration 4F: 3 clusters Score -6547.284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -6566.028809 Penalty: 524.060059
	Iteration 5Q: 3 clusters Score -6566.029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6592.447266 Penalty: 524.060059
	Iteration 6Q: 3 clusters Score -6592.447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -6610.193848 Penalty: 524.060059
	Iteration 7Q: 3 clusters Score -6610.194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6615.091309 Penalty: 524.060059
	Iteration 8Q: 3 clusters Score -6615.091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6615.808105 Penalty: 524.060059
	Iteration 9Q: 3 clusters Score -6615.808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -6615.808105 Penalty: 524.060059
	Iteration 10F: 3 clusters Score -6615.808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38273 members 
Entering Unmasked Estep 
Score: -1219479.875000 Penalty: 480.138733
	Iteration 0F: 2 clusters Score -1219480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19024 members 
Mstep: Class 2 contains 19249 members 
Entering Unmasked Estep 
Score: -1193736.250000 Penalty: 960.277466
	Iteration 0F: 3 clusters Score -1193736 nChanged 18444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -1206105.875000 Penalty: 960.277466
	Iteration 1F: 3 clusters Score -1206106 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14888 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -1208129.750000 Penalty: 960.277466
	Iteration 2F: 3 clusters Score -1208130 nChanged 3319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -1210916.875000 Penalty: 960.277466
	Iteration 3F: 3 clusters Score -1210917 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -1214123.250000 Penalty: 960.277466
	Iteration 4F: 3 clusters Score -1214123 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -1216380.000000 Penalty: 960.277466
	Iteration 5F: 3 clusters Score -1216380 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 28775 members 
Entering Unmasked Estep 
Score: -1216897.000000 Penalty: 960.277466
	Iteration 6Q: 3 clusters Score -1216897 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 29125 members 
Entering Unmasked Estep 
Score: -1217062.250000 Penalty: 960.277466
	Iteration 7Q: 3 clusters Score -1217062 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 29443 members 
Entering Unmasked Estep 
Score: -1217167.375000 Penalty: 960.277466
	Iteration 8Q: 3 clusters Score -1217167 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -1217232.375000 Penalty: 960.277466
	Iteration 9Q: 3 clusters Score -1217232 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 30000 members 
Entering Unmasked Estep 
Score: -1217298.750000 Penalty: 960.277466
	Iteration 10Q: 3 clusters Score -1217299 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -1217356.500000 Penalty: 960.277466
	Iteration 11Q: 3 clusters Score -1217356 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 30557 members 
Entering Unmasked Estep 
Score: -1217408.000000 Penalty: 960.277466
	Iteration 12Q: 3 clusters Score -1217408 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 30832 members 
Entering Unmasked Estep 
Score: -1217469.625000 Penalty: 960.277466
	Iteration 13Q: 3 clusters Score -1217470 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -1217533.125000 Penalty: 960.277466
	Iteration 14Q: 3 clusters Score -1217533 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -1217601.750000 Penalty: 960.277466
	Iteration 15Q: 3 clusters Score -1217602 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -1217673.375000 Penalty: 960.277466
	Iteration 16Q: 3 clusters Score -1217673 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 32075 members 
Entering Unmasked Estep 
Score: -1217749.625000 Penalty: 960.277466
	Iteration 17Q: 3 clusters Score -1217750 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 32400 members 
Entering Unmasked Estep 
Score: -1217839.375000 Penalty: 960.277466
	Iteration 18Q: 3 clusters Score -1217839 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 32709 members 
Entering Unmasked Estep 
Score: -1217915.875000 Penalty: 960.277466
	Iteration 19Q: 3 clusters Score -1217916 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -1217991.250000 Penalty: 960.277466
	Iteration 20F: 3 clusters Score -1217991 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 33311 members 
Entering Unmasked Estep 
Score: -1218073.875000 Penalty: 960.277466
	Iteration 21Q: 3 clusters Score -1218074 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -1218148.375000 Penalty: 960.277466
	Iteration 22Q: 3 clusters Score -1218148 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -1218218.625000 Penalty: 960.277466
	Iteration 23Q: 3 clusters Score -1218219 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -1218288.875000 Penalty: 960.277466
	Iteration 24Q: 3 clusters Score -1218289 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -1218370.250000 Penalty: 960.277466
	Iteration 25Q: 3 clusters Score -1218370 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -1218448.500000 Penalty: 960.277466
	Iteration 26Q: 3 clusters Score -1218448 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 34875 members 
Entering Unmasked Estep 
Score: -1218512.500000 Penalty: 960.277466
	Iteration 27Q: 3 clusters Score -1218512 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -1218573.375000 Penalty: 960.277466
	Iteration 28Q: 3 clusters Score -1218573 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 35333 members 
Entering Unmasked Estep 
Score: -1218648.750000 Penalty: 960.277466
	Iteration 29Q: 3 clusters Score -1218649 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -1218736.625000 Penalty: 960.277466
	Iteration 30Q: 3 clusters Score -1218737 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 35729 members 
Entering Unmasked Estep 
Score: -1218787.500000 Penalty: 960.277466
	Iteration 31Q: 3 clusters Score -1218788 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -1218845.875000 Penalty: 960.277466
	Iteration 32Q: 3 clusters Score -1218846 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -1218882.000000 Penalty: 960.277466
	Iteration 33Q: 3 clusters Score -1218882 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -1218924.875000 Penalty: 960.277466
	Iteration 34Q: 3 clusters Score -1218925 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -1218965.125000 Penalty: 960.277466
	Iteration 35Q: 3 clusters Score -1218965 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -1219000.125000 Penalty: 960.277466
	Iteration 36Q: 3 clusters Score -1219000 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -1219033.875000 Penalty: 960.277466
	Iteration 37Q: 3 clusters Score -1219034 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -1219060.375000 Penalty: 960.277466
	Iteration 38Q: 3 clusters Score -1219060 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -1219079.500000 Penalty: 960.277466
	Iteration 39Q: 3 clusters Score -1219080 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 36703 members 
Entering Unmasked Estep 
Score: -1219097.875000 Penalty: 960.277466
	Iteration 40F: 3 clusters Score -1219098 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 36766 members 
Entering Unmasked Estep 
Score: -1219108.000000 Penalty: 960.277466
	Iteration 41Q: 3 clusters Score -1219108 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -1219126.500000 Penalty: 960.277466
	Iteration 42Q: 3 clusters Score -1219126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 36875 members 
Entering Unmasked Estep 
Score: -1219136.375000 Penalty: 960.277466
	Iteration 43Q: 3 clusters Score -1219136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -1219145.500000 Penalty: 960.277466
	Iteration 44Q: 3 clusters Score -1219146 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -1219150.000000 Penalty: 960.277466
	Iteration 45Q: 3 clusters Score -1219150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -1219150.375000 Penalty: 960.277466
	Iteration 46Q: 3 clusters Score -1219150 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -1219158.000000 Penalty: 960.277466
	Iteration 47Q: 3 clusters Score -1219158 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 37049 members 
Entering Unmasked Estep 
Score: -1219164.125000 Penalty: 960.277466
	Iteration 48Q: 3 clusters Score -1219164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -1219162.000000 Penalty: 960.277466
	Iteration 49Q: 3 clusters Score -1219162 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 37086 members 
Entering Unmasked Estep 
Score: -1219164.125000 Penalty: 960.277466
	Iteration 50Q: 3 clusters Score -1219164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -1219168.375000 Penalty: 960.277466
	Iteration 51Q: 3 clusters Score -1219168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -1219171.875000 Penalty: 960.277466
	Iteration 52Q: 3 clusters Score -1219172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 37139 members 
Entering Unmasked Estep 
Score: -1219173.875000 Penalty: 960.277466
	Iteration 53Q: 3 clusters Score -1219174 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 37154 members 
Entering Unmasked Estep 
Score: -1219173.750000 Penalty: 960.277466
	Iteration 54Q: 3 clusters Score -1219174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -1219175.625000 Penalty: 960.277466
	Iteration 55Q: 3 clusters Score -1219176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 37187 members 
Entering Unmasked Estep 
Score: -1219180.875000 Penalty: 960.277466
	Iteration 56Q: 3 clusters Score -1219181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -1219182.625000 Penalty: 960.277466
	Iteration 57Q: 3 clusters Score -1219183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 37213 members 
Entering Unmasked Estep 
Score: -1219183.625000 Penalty: 960.277466
	Iteration 58Q: 3 clusters Score -1219184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -1219185.250000 Penalty: 960.277466
	Iteration 59Q: 3 clusters Score -1219185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -1219184.875000 Penalty: 960.277466
	Iteration 60F: 3 clusters Score -1219185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 37237 members 
Entering Unmasked Estep 
Score: -1219183.625000 Penalty: 960.277466
	Iteration 61Q: 3 clusters Score -1219184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 37239 members 
Entering Unmasked Estep 
Score: -1219183.125000 Penalty: 960.277466
	Iteration 62Q: 3 clusters Score -1219183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -1219184.250000 Penalty: 960.277466
	Iteration 63Q: 3 clusters Score -1219184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -1219185.125000 Penalty: 960.277466
	Iteration 64Q: 3 clusters Score -1219185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -1219185.125000 Penalty: 960.277466
	Iteration 65F: 3 clusters Score -1219185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18701 members 
Entering Unmasked Estep 
Score: -631487.562500 Penalty: 447.553131
	Iteration 0F: 2 clusters Score -631487.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -619152.625000 Penalty: 895.106262
	Iteration 0F: 3 clusters Score -619152.6 nChanged 8823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -624359.125000 Penalty: 895.106262
	Iteration 1F: 3 clusters Score -624359.1 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -624992.437500 Penalty: 895.106262
	Iteration 2F: 3 clusters Score -624992.4 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -625885.625000 Penalty: 895.106262
	Iteration 3F: 3 clusters Score -625885.6 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -626920.125000 Penalty: 895.106262
	Iteration 4F: 3 clusters Score -626920.1 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -627868.875000 Penalty: 895.106262
	Iteration 5F: 3 clusters Score -627868.9 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -628351.187500 Penalty: 895.106262
	Iteration 6F: 3 clusters Score -628351.2 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -628552.562500 Penalty: 895.106262
	Iteration 7Q: 3 clusters Score -628552.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -628659.750000 Penalty: 895.106262
	Iteration 8Q: 3 clusters Score -628659.8 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -628749.250000 Penalty: 895.106262
	Iteration 9Q: 3 clusters Score -628749.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -628836.625000 Penalty: 895.106262
	Iteration 10Q: 3 clusters Score -628836.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -628926.562500 Penalty: 895.106262
	Iteration 11Q: 3 clusters Score -628926.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -629017.062500 Penalty: 895.106262
	Iteration 12Q: 3 clusters Score -629017.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -629098.375000 Penalty: 895.106262
	Iteration 13Q: 3 clusters Score -629098.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -629172.187500 Penalty: 895.106262
	Iteration 14Q: 3 clusters Score -629172.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -629256.125000 Penalty: 895.106262
	Iteration 15Q: 3 clusters Score -629256.1 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 12003 members 
Entering Unmasked Estep 
Score: -629354.937500 Penalty: 895.106262
	Iteration 16Q: 3 clusters Score -629354.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -629444.750000 Penalty: 895.106262
	Iteration 17Q: 3 clusters Score -629444.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 12432 members 
Entering Unmasked Estep 
Score: -629526.125000 Penalty: 895.106262
	Iteration 18Q: 3 clusters Score -629526.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -629586.437500 Penalty: 895.106262
	Iteration 19Q: 3 clusters Score -629586.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -629654.062500 Penalty: 895.106262
	Iteration 20F: 3 clusters Score -629654.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -629724.812500 Penalty: 895.106262
	Iteration 21Q: 3 clusters Score -629724.8 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -629794.875000 Penalty: 895.106262
	Iteration 22Q: 3 clusters Score -629794.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -629852.375000 Penalty: 895.106262
	Iteration 23Q: 3 clusters Score -629852.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -629911.812500 Penalty: 895.106262
	Iteration 24Q: 3 clusters Score -629911.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -629965.062500 Penalty: 895.106262
	Iteration 25Q: 3 clusters Score -629965.1 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -630010.562500 Penalty: 895.106262
	Iteration 26Q: 3 clusters Score -630010.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -630042.750000 Penalty: 895.106262
	Iteration 27Q: 3 clusters Score -630042.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -630067.500000 Penalty: 895.106262
	Iteration 28Q: 3 clusters Score -630067.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -630097.312500 Penalty: 895.106262
	Iteration 29Q: 3 clusters Score -630097.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -630122.125000 Penalty: 895.106262
	Iteration 30Q: 3 clusters Score -630122.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -630144.937500 Penalty: 895.106262
	Iteration 31Q: 3 clusters Score -630144.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -630167.437500 Penalty: 895.106262
	Iteration 32Q: 3 clusters Score -630167.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -630188.812500 Penalty: 895.106262
	Iteration 33Q: 3 clusters Score -630188.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 14382 members 
Entering Unmasked Estep 
Score: -630212.000000 Penalty: 895.106262
	Iteration 34Q: 3 clusters Score -630212 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -630231.875000 Penalty: 895.106262
	Iteration 35Q: 3 clusters Score -630231.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -630255.437500 Penalty: 895.106262
	Iteration 36Q: 3 clusters Score -630255.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -630280.812500 Penalty: 895.106262
	Iteration 37Q: 3 clusters Score -630280.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -630300.500000 Penalty: 895.106262
	Iteration 38Q: 3 clusters Score -630300.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 14948 members 
Entering Unmasked Estep 
Score: -630328.250000 Penalty: 895.106262
	Iteration 39Q: 3 clusters Score -630328.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -630343.937500 Penalty: 895.106262
	Iteration 40F: 3 clusters Score -630343.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -630364.187500 Penalty: 895.106262
	Iteration 41Q: 3 clusters Score -630364.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -630382.750000 Penalty: 895.106262
	Iteration 42Q: 3 clusters Score -630382.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -630404.562500 Penalty: 895.106262
	Iteration 43Q: 3 clusters Score -630404.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -630418.375000 Penalty: 895.106262
	Iteration 44Q: 3 clusters Score -630418.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -630432.000000 Penalty: 895.106262
	Iteration 45Q: 3 clusters Score -630432 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -630448.250000 Penalty: 895.106262
	Iteration 46Q: 3 clusters Score -630448.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
Score: -630472.562500 Penalty: 895.106262
	Iteration 47Q: 3 clusters Score -630472.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -630498.062500 Penalty: 895.106262
	Iteration 48Q: 3 clusters Score -630498.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -630536.437500 Penalty: 895.106262
	Iteration 49Q: 3 clusters Score -630536.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -630586.062500 Penalty: 895.106262
	Iteration 50Q: 3 clusters Score -630586.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -630624.687500 Penalty: 895.106262
	Iteration 51Q: 3 clusters Score -630624.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -630661.875000 Penalty: 895.106262
	Iteration 52Q: 3 clusters Score -630661.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -630692.437500 Penalty: 895.106262
	Iteration 53Q: 3 clusters Score -630692.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -630719.750000 Penalty: 895.106262
	Iteration 54Q: 3 clusters Score -630719.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -630736.875000 Penalty: 895.106262
	Iteration 55Q: 3 clusters Score -630736.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 16508 members 
Entering Unmasked Estep 
Score: -630754.875000 Penalty: 895.106262
	Iteration 56Q: 3 clusters Score -630754.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -630772.250000 Penalty: 895.106262
	Iteration 57Q: 3 clusters Score -630772.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -630799.125000 Penalty: 895.106262
	Iteration 58Q: 3 clusters Score -630799.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -630824.375000 Penalty: 895.106262
	Iteration 59Q: 3 clusters Score -630824.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -630851.875000 Penalty: 895.106262
	Iteration 60F: 3 clusters Score -630851.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -630879.562500 Penalty: 895.106262
	Iteration 61Q: 3 clusters Score -630879.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -630912.125000 Penalty: 895.106262
	Iteration 62Q: 3 clusters Score -630912.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -630947.250000 Penalty: 895.106262
	Iteration 63Q: 3 clusters Score -630947.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -630972.875000 Penalty: 895.106262
	Iteration 64Q: 3 clusters Score -630972.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -630987.562500 Penalty: 895.106262
	Iteration 65Q: 3 clusters Score -630987.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 17402 members 
Entering Unmasked Estep 
Score: -631004.062500 Penalty: 895.106262
	Iteration 66Q: 3 clusters Score -631004.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -631016.062500 Penalty: 895.106262
	Iteration 67Q: 3 clusters Score -631016.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -631023.375000 Penalty: 895.106262
	Iteration 68Q: 3 clusters Score -631023.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -631032.625000 Penalty: 895.106262
	Iteration 69Q: 3 clusters Score -631032.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -631036.812500 Penalty: 895.106262
	Iteration 70Q: 3 clusters Score -631036.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -631044.625000 Penalty: 895.106262
	Iteration 71Q: 3 clusters Score -631044.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -631050.750000 Penalty: 895.106262
	Iteration 72Q: 3 clusters Score -631050.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -631057.562500 Penalty: 895.106262
	Iteration 73Q: 3 clusters Score -631057.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -631065.187500 Penalty: 895.106262
	Iteration 74Q: 3 clusters Score -631065.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -631068.500000 Penalty: 895.106262
	Iteration 75Q: 3 clusters Score -631068.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -631072.562500 Penalty: 895.106262
	Iteration 76Q: 3 clusters Score -631072.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -631075.375000 Penalty: 895.106262
	Iteration 77Q: 3 clusters Score -631075.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -631077.187500 Penalty: 895.106262
	Iteration 78Q: 3 clusters Score -631077.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -631080.000000 Penalty: 895.106262
	Iteration 79Q: 3 clusters Score -631080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -631081.250000 Penalty: 895.106262
	Iteration 80F: 3 clusters Score -631081.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -631084.437500 Penalty: 895.106262
	Iteration 81Q: 3 clusters Score -631084.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -631087.875000 Penalty: 895.106262
	Iteration 82Q: 3 clusters Score -631087.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -631096.500000 Penalty: 895.106262
	Iteration 83Q: 3 clusters Score -631096.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -631100.750000 Penalty: 895.106262
	Iteration 84Q: 3 clusters Score -631100.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -631105.625000 Penalty: 895.106262
	Iteration 85Q: 3 clusters Score -631105.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -631111.062500 Penalty: 895.106262
	Iteration 86Q: 3 clusters Score -631111.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -631116.562500 Penalty: 895.106262
	Iteration 87Q: 3 clusters Score -631116.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -631120.812500 Penalty: 895.106262
	Iteration 88Q: 3 clusters Score -631120.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -631129.187500 Penalty: 895.106262
	Iteration 89Q: 3 clusters Score -631129.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -631132.562500 Penalty: 895.106262
	Iteration 90Q: 3 clusters Score -631132.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -631134.250000 Penalty: 895.106262
	Iteration 91Q: 3 clusters Score -631134.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -631139.000000 Penalty: 895.106262
	Iteration 92Q: 3 clusters Score -631139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -631141.187500 Penalty: 895.106262
	Iteration 93Q: 3 clusters Score -631141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -631140.937500 Penalty: 895.106262
	Iteration 94Q: 3 clusters Score -631140.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -631139.875000 Penalty: 895.106262
	Iteration 95Q: 3 clusters Score -631139.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -631140.375000 Penalty: 895.106262
	Iteration 96Q: 3 clusters Score -631140.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -631141.437500 Penalty: 895.106262
	Iteration 97Q: 3 clusters Score -631141.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -631142.062500 Penalty: 895.106262
	Iteration 98Q: 3 clusters Score -631142.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -631143.562500 Penalty: 895.106262
	Iteration 99Q: 3 clusters Score -631143.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -631147.750000 Penalty: 895.106262
	Iteration 100F: 3 clusters Score -631147.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -631149.937500 Penalty: 895.106262
	Iteration 101Q: 3 clusters Score -631149.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -631150.750000 Penalty: 895.106262
	Iteration 102Q: 3 clusters Score -631150.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -631152.125000 Penalty: 895.106262
	Iteration 103Q: 3 clusters Score -631152.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -631152.437500 Penalty: 895.106262
	Iteration 104Q: 3 clusters Score -631152.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -631154.062500 Penalty: 895.106262
	Iteration 105Q: 3 clusters Score -631154.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -631156.812500 Penalty: 895.106262
	Iteration 106Q: 3 clusters Score -631156.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -631158.187500 Penalty: 895.106262
	Iteration 107Q: 3 clusters Score -631158.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -631164.000000 Penalty: 895.106262
	Iteration 108Q: 3 clusters Score -631164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -631165.562500 Penalty: 895.106262
	Iteration 109Q: 3 clusters Score -631165.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -631169.062500 Penalty: 895.106262
	Iteration 110Q: 3 clusters Score -631169.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -631173.937500 Penalty: 895.106262
	Iteration 111Q: 3 clusters Score -631173.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -631175.937500 Penalty: 895.106262
	Iteration 112Q: 3 clusters Score -631175.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -631176.375000 Penalty: 895.106262
	Iteration 113Q: 3 clusters Score -631176.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -631178.625000 Penalty: 895.106262
	Iteration 114Q: 3 clusters Score -631178.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -631180.500000 Penalty: 895.106262
	Iteration 115Q: 3 clusters Score -631180.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -631181.437500 Penalty: 895.106262
	Iteration 116Q: 3 clusters Score -631181.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -631181.875000 Penalty: 895.106262
	Iteration 117Q: 3 clusters Score -631181.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -631182.687500 Penalty: 895.106262
	Iteration 118Q: 3 clusters Score -631182.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -631183.750000 Penalty: 895.106262
	Iteration 119Q: 3 clusters Score -631183.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -631184.187500 Penalty: 895.106262
	Iteration 120F: 3 clusters Score -631184.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -631183.250000 Penalty: 895.106262
	Iteration 121Q: 3 clusters Score -631183.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -631183.375000 Penalty: 895.106262
	Iteration 122Q: 3 clusters Score -631183.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -631182.125000 Penalty: 895.106262
	Iteration 123Q: 3 clusters Score -631182.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -631182.562500 Penalty: 895.106262
	Iteration 124Q: 3 clusters Score -631182.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -631183.375000 Penalty: 895.106262
	Iteration 125Q: 3 clusters Score -631183.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -631183.625000 Penalty: 895.106262
	Iteration 126Q: 3 clusters Score -631183.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -631183.625000 Penalty: 895.106262
	Iteration 127F: 3 clusters Score -631183.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Entering Unmasked Estep 
Score: -187983.015625 Penalty: 399.118500
	Iteration 0F: 2 clusters Score -187983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -183674.359375 Penalty: 798.237000
	Iteration 0F: 3 clusters Score -183674.4 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -185435.156250 Penalty: 798.237000
	Iteration 1F: 3 clusters Score -185435.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -185790.546875 Penalty: 798.237000
	Iteration 2F: 3 clusters Score -185790.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -186201.515625 Penalty: 798.237000
	Iteration 3F: 3 clusters Score -186201.5 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -186650.937500 Penalty: 798.237000
	Iteration 4F: 3 clusters Score -186650.9 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -186986.484375 Penalty: 798.237000
	Iteration 5F: 3 clusters Score -186986.5 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -187195.984375 Penalty: 798.237000
	Iteration 6Q: 3 clusters Score -187196 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -187301.578125 Penalty: 798.237000
	Iteration 7Q: 3 clusters Score -187301.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -187355.000000 Penalty: 798.237000
	Iteration 8Q: 3 clusters Score -187355 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -187394.046875 Penalty: 798.237000
	Iteration 9Q: 3 clusters Score -187394 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -187425.375000 Penalty: 798.237000
	Iteration 10Q: 3 clusters Score -187425.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -187451.937500 Penalty: 798.237000
	Iteration 11Q: 3 clusters Score -187451.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -187474.968750 Penalty: 798.237000
	Iteration 12Q: 3 clusters Score -187475 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -187494.187500 Penalty: 798.237000
	Iteration 13Q: 3 clusters Score -187494.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -187507.593750 Penalty: 798.237000
	Iteration 14Q: 3 clusters Score -187507.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -187518.968750 Penalty: 798.237000
	Iteration 15Q: 3 clusters Score -187519 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -187528.562500 Penalty: 798.237000
	Iteration 16Q: 3 clusters Score -187528.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -187538.093750 Penalty: 798.237000
	Iteration 17Q: 3 clusters Score -187538.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -187545.593750 Penalty: 798.237000
	Iteration 18Q: 3 clusters Score -187545.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -187552.375000 Penalty: 798.237000
	Iteration 19Q: 3 clusters Score -187552.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -187560.703125 Penalty: 798.237000
	Iteration 20F: 3 clusters Score -187560.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -187570.812500 Penalty: 798.237000
	Iteration 21Q: 3 clusters Score -187570.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -187580.406250 Penalty: 798.237000
	Iteration 22Q: 3 clusters Score -187580.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -187588.187500 Penalty: 798.237000
	Iteration 23Q: 3 clusters Score -187588.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -187592.718750 Penalty: 798.237000
	Iteration 24Q: 3 clusters Score -187592.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -187596.250000 Penalty: 798.237000
	Iteration 25Q: 3 clusters Score -187596.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -187601.750000 Penalty: 798.237000
	Iteration 26Q: 3 clusters Score -187601.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -187604.031250 Penalty: 798.237000
	Iteration 27Q: 3 clusters Score -187604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -187607.781250 Penalty: 798.237000
	Iteration 28Q: 3 clusters Score -187607.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -187611.265625 Penalty: 798.237000
	Iteration 29Q: 3 clusters Score -187611.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -187615.218750 Penalty: 798.237000
	Iteration 30Q: 3 clusters Score -187615.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -187618.531250 Penalty: 798.237000
	Iteration 31Q: 3 clusters Score -187618.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -187624.390625 Penalty: 798.237000
	Iteration 32Q: 3 clusters Score -187624.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -187627.625000 Penalty: 798.237000
	Iteration 33Q: 3 clusters Score -187627.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -187629.265625 Penalty: 798.237000
	Iteration 34Q: 3 clusters Score -187629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -187630.328125 Penalty: 798.237000
	Iteration 35Q: 3 clusters Score -187630.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -187631.687500 Penalty: 798.237000
	Iteration 36Q: 3 clusters Score -187631.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -187632.500000 Penalty: 798.237000
	Iteration 37Q: 3 clusters Score -187632.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -187633.593750 Penalty: 798.237000
	Iteration 38Q: 3 clusters Score -187633.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -187634.187500 Penalty: 798.237000
	Iteration 39Q: 3 clusters Score -187634.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -187634.531250 Penalty: 798.237000
	Iteration 40F: 3 clusters Score -187634.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187634.953125 Penalty: 798.237000
	Iteration 41Q: 3 clusters Score -187635 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -187634.953125 Penalty: 798.237000
	Iteration 42F: 3 clusters Score -187635 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Entering Unmasked Estep 
Score: -666038.187500 Penalty: 451.480713
	Iteration 0F: 2 clusters Score -666038.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -652377.250000 Penalty: 902.961426
	Iteration 0F: 3 clusters Score -652377.2 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -658288.250000 Penalty: 902.961426
	Iteration 1F: 3 clusters Score -658288.2 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11485 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -658802.062500 Penalty: 902.961426
	Iteration 2F: 3 clusters Score -658802.1 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -659548.812500 Penalty: 902.961426
	Iteration 3F: 3 clusters Score -659548.8 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -660506.062500 Penalty: 902.961426
	Iteration 4F: 3 clusters Score -660506.1 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -661513.187500 Penalty: 902.961426
	Iteration 5F: 3 clusters Score -661513.2 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -662396.187500 Penalty: 902.961426
	Iteration 6F: 3 clusters Score -662396.2 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -662969.875000 Penalty: 902.961426
	Iteration 7Q: 3 clusters Score -662969.9 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -663339.125000 Penalty: 902.961426
	Iteration 8Q: 3 clusters Score -663339.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -663705.500000 Penalty: 902.961426
	Iteration 9Q: 3 clusters Score -663705.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -664155.562500 Penalty: 902.961426
	Iteration 10Q: 3 clusters Score -664155.6 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -664626.375000 Penalty: 902.961426
	Iteration 11Q: 3 clusters Score -664626.4 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -665051.875000 Penalty: 902.961426
	Iteration 12Q: 3 clusters Score -665051.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -665334.375000 Penalty: 902.961426
	Iteration 13Q: 3 clusters Score -665334.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -665518.687500 Penalty: 902.961426
	Iteration 14Q: 3 clusters Score -665518.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -665636.250000 Penalty: 902.961426
	Iteration 15Q: 3 clusters Score -665636.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -665695.437500 Penalty: 902.961426
	Iteration 16Q: 3 clusters Score -665695.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -665723.250000 Penalty: 902.961426
	Iteration 17Q: 3 clusters Score -665723.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15122 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -665741.687500 Penalty: 902.961426
	Iteration 18Q: 3 clusters Score -665741.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -665746.500000 Penalty: 902.961426
	Iteration 19Q: 3 clusters Score -665746.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -665752.812500 Penalty: 902.961426
	Iteration 20F: 3 clusters Score -665752.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -665756.500000 Penalty: 902.961426
	Iteration 21Q: 3 clusters Score -665756.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -665755.375000 Penalty: 902.961426
	Iteration 22Q: 3 clusters Score -665755.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -665759.250000 Penalty: 902.961426
	Iteration 23Q: 3 clusters Score -665759.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -665758.687500 Penalty: 902.961426
	Iteration 24Q: 3 clusters Score -665758.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -665757.562500 Penalty: 902.961426
	Iteration 25Q: 3 clusters Score -665757.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -665757.125000 Penalty: 902.961426
	Iteration 26Q: 3 clusters Score -665757.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -665756.437500 Penalty: 902.961426
	Iteration 27Q: 3 clusters Score -665756.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -665758.250000 Penalty: 902.961426
	Iteration 28Q: 3 clusters Score -665758.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -665758.062500 Penalty: 902.961426
	Iteration 29Q: 3 clusters Score -665758.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -665758.125000 Penalty: 902.961426
	Iteration 30Q: 3 clusters Score -665758.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15242 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -665758.125000 Penalty: 902.961426
	Iteration 31F: 3 clusters Score -665758.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (128822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128822 members 
Entering Unmasked Estep 
Score: -4215076.000000 Penalty: 535.361511
	Iteration 0F: 2 clusters Score -4215076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64277 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -4127841.250000 Penalty: 1070.723022
	Iteration 0F: 3 clusters Score -4127841 nChanged 63144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55159 members 
Mstep: Class 2 contains 73663 members 
Entering Unmasked Estep 
Score: -4168112.000000 Penalty: 1070.723022
	Iteration 1F: 3 clusters Score -4168112 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49976 members 
Mstep: Class 2 contains 78846 members 
Entering Unmasked Estep 
Score: -4171057.750000 Penalty: 1070.723022
	Iteration 2F: 3 clusters Score -4171058 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42918 members 
Mstep: Class 2 contains 85904 members 
Entering Unmasked Estep 
Score: -4175695.750000 Penalty: 1070.723022
	Iteration 3F: 3 clusters Score -4175696 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33948 members 
Mstep: Class 2 contains 94874 members 
Entering Unmasked Estep 
Score: -4182614.750000 Penalty: 1070.723022
	Iteration 4F: 3 clusters Score -4182615 nChanged 10209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 104821 members 
Entering Unmasked Estep 
Score: -4191464.250000 Penalty: 1070.723022
	Iteration 5F: 3 clusters Score -4191464 nChanged 9426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 114179 members 
Entering Unmasked Estep 
Score: -4200414.500000 Penalty: 1070.723022
	Iteration 6F: 3 clusters Score -4200414 nChanged 7124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 121297 members 
Entering Unmasked Estep 
Score: -4207538.500000 Penalty: 1070.723022
	Iteration 7F: 3 clusters Score -4207538 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 125623 members 
Entering Unmasked Estep 
Score: -4211720.000000 Penalty: 1070.723022
	Iteration 8Q: 3 clusters Score -4211720 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 127628 members 
Entering Unmasked Estep 
Score: -4213594.000000 Penalty: 1070.723022
	Iteration 9Q: 3 clusters Score -4213594 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 128383 members 
Entering Unmasked Estep 
Score: -4214266.500000 Penalty: 1070.723022
	Iteration 10Q: 3 clusters Score -4214266 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 128605 members 
Entering Unmasked Estep 
Score: -4214467.000000 Penalty: 1070.723022
	Iteration 11Q: 3 clusters Score -4214467 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 128666 members 
Entering Unmasked Estep 
Score: -4214560.000000 Penalty: 1070.723022
	Iteration 12Q: 3 clusters Score -4214560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 128681 members 
Entering Unmasked Estep 
Score: -4214583.500000 Penalty: 1070.723022
	Iteration 13Q: 3 clusters Score -4214584 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128687 members 
Entering Unmasked Estep 
Score: -4214613.000000 Penalty: 1070.723022
	Iteration 14Q: 3 clusters Score -4214613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128689 members 
Entering Unmasked Estep 
Score: -4214635.000000 Penalty: 1070.723022
	Iteration 15Q: 3 clusters Score -4214635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128687 members 
Entering Unmasked Estep 
Score: -4214646.000000 Penalty: 1070.723022
	Iteration 16Q: 3 clusters Score -4214646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 128689 members 
Entering Unmasked Estep 
Score: -4214646.500000 Penalty: 1070.723022
	Iteration 17Q: 3 clusters Score -4214646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 128688 members 
Entering Unmasked Estep 
Score: -4214652.000000 Penalty: 1070.723022
	Iteration 18Q: 3 clusters Score -4214652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 128688 members 
Entering Unmasked Estep 
Score: -4214655.500000 Penalty: 1070.723022
	Iteration 19Q: 3 clusters Score -4214656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 128684 members 
Entering Unmasked Estep 
Score: -4214657.000000 Penalty: 1070.723022
	Iteration 20F: 3 clusters Score -4214657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 128685 members 
Entering Unmasked Estep 
Score: -4214658.000000 Penalty: 1070.723022
	Iteration 21Q: 3 clusters Score -4214658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 128685 members 
Entering Unmasked Estep 
Score: -4214658.000000 Penalty: 1070.723022
	Iteration 22F: 3 clusters Score -4214658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Entering Unmasked Estep 
Score: -200877.906250 Penalty: 397.750793
	Iteration 0F: 2 clusters Score -200877.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -196694.296875 Penalty: 795.501587
	Iteration 0F: 3 clusters Score -196694.3 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -198432.265625 Penalty: 795.501587
	Iteration 1F: 3 clusters Score -198432.3 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -198791.828125 Penalty: 795.501587
	Iteration 2F: 3 clusters Score -198791.8 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -199217.203125 Penalty: 795.501587
	Iteration 3F: 3 clusters Score -199217.2 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -199691.953125 Penalty: 795.501587
	Iteration 4F: 3 clusters Score -199692 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -200080.453125 Penalty: 795.501587
	Iteration 5F: 3 clusters Score -200080.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -200323.750000 Penalty: 795.501587
	Iteration 6Q: 3 clusters Score -200323.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -200463.265625 Penalty: 795.501587
	Iteration 7Q: 3 clusters Score -200463.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -200554.093750 Penalty: 795.501587
	Iteration 8Q: 3 clusters Score -200554.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -200597.546875 Penalty: 795.501587
	Iteration 9Q: 3 clusters Score -200597.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -200626.171875 Penalty: 795.501587
	Iteration 10Q: 3 clusters Score -200626.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -200655.343750 Penalty: 795.501587
	Iteration 11Q: 3 clusters Score -200655.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -200684.937500 Penalty: 795.501587
	Iteration 12Q: 3 clusters Score -200684.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -200712.359375 Penalty: 795.501587
	Iteration 13Q: 3 clusters Score -200712.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -200741.187500 Penalty: 795.501587
	Iteration 14Q: 3 clusters Score -200741.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -200778.296875 Penalty: 795.501587
	Iteration 15Q: 3 clusters Score -200778.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -200816.437500 Penalty: 795.501587
	Iteration 16Q: 3 clusters Score -200816.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -200839.765625 Penalty: 795.501587
	Iteration 17Q: 3 clusters Score -200839.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -200850.218750 Penalty: 795.501587
	Iteration 18Q: 3 clusters Score -200850.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -200860.328125 Penalty: 795.501587
	Iteration 19Q: 3 clusters Score -200860.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -200871.203125 Penalty: 795.501587
	Iteration 20F: 3 clusters Score -200871.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -200874.906250 Penalty: 795.501587
	Iteration 21Q: 3 clusters Score -200874.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -200877.093750 Penalty: 795.501587
	Iteration 22Q: 3 clusters Score -200877.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -200880.343750 Penalty: 795.501587
	Iteration 23Q: 3 clusters Score -200880.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -200885.531250 Penalty: 795.501587
	Iteration 24Q: 3 clusters Score -200885.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -200891.812500 Penalty: 795.501587
	Iteration 25Q: 3 clusters Score -200891.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -200895.375000 Penalty: 795.501587
	Iteration 26Q: 3 clusters Score -200895.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -200898.640625 Penalty: 795.501587
	Iteration 27Q: 3 clusters Score -200898.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -200899.406250 Penalty: 795.501587
	Iteration 28Q: 3 clusters Score -200899.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -200901.218750 Penalty: 795.501587
	Iteration 29Q: 3 clusters Score -200901.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -200902.312500 Penalty: 795.501587
	Iteration 30Q: 3 clusters Score -200902.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -200904.984375 Penalty: 795.501587
	Iteration 31Q: 3 clusters Score -200905 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -200908.734375 Penalty: 795.501587
	Iteration 32Q: 3 clusters Score -200908.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -200910.937500 Penalty: 795.501587
	Iteration 33Q: 3 clusters Score -200910.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -200913.609375 Penalty: 795.501587
	Iteration 34Q: 3 clusters Score -200913.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -200916.953125 Penalty: 795.501587
	Iteration 35Q: 3 clusters Score -200917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -200919.828125 Penalty: 795.501587
	Iteration 36Q: 3 clusters Score -200919.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -200922.031250 Penalty: 795.501587
	Iteration 37Q: 3 clusters Score -200922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -200923.640625 Penalty: 795.501587
	Iteration 38Q: 3 clusters Score -200923.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -200924.937500 Penalty: 795.501587
	Iteration 39Q: 3 clusters Score -200924.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -200925.531250 Penalty: 795.501587
	Iteration 40F: 3 clusters Score -200925.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -200927.140625 Penalty: 795.501587
	Iteration 41Q: 3 clusters Score -200927.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -200928.562500 Penalty: 795.501587
	Iteration 42Q: 3 clusters Score -200928.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -200928.781250 Penalty: 795.501587
	Iteration 43Q: 3 clusters Score -200928.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -200928.531250 Penalty: 795.501587
	Iteration 44Q: 3 clusters Score -200928.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -200928.578125 Penalty: 795.501587
	Iteration 45Q: 3 clusters Score -200928.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -200928.656250 Penalty: 795.501587
	Iteration 46Q: 3 clusters Score -200928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -200928.656250 Penalty: 795.501587
	Iteration 47F: 3 clusters Score -200928.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3742 members 
Mstep: Class 8 contains 6089 members 
Mstep: Class 9 contains 149803 members 
Mstep: Class 10 contains 23580 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38273 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6450 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128822 members 
Mstep: Class 17 contains 549 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4176 members 
Mstep: Class 23 contains 36119 members 
Mstep: Class 24 contains 2175 members 
Mstep: Class 25 contains 5710 members 
Entering Unmasked Estep 
Score: -15731995.000000 Penalty: 14978.081055
Splitting cluster 17 changes total score from -15732178.000000 to -15731995.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (5686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Entering Unmasked Estep 
Score: -167150.453125 Penalty: 393.382202
	Iteration 0F: 2 clusters Score -167150.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -163289.484375 Penalty: 786.764404
	Iteration 0F: 3 clusters Score -163289.5 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -164755.078125 Penalty: 786.764404
	Iteration 1F: 3 clusters Score -164755.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -164973.453125 Penalty: 786.764404
	Iteration 2F: 3 clusters Score -164973.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -165229.484375 Penalty: 786.764404
	Iteration 3F: 3 clusters Score -165229.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -165509.109375 Penalty: 786.764404
	Iteration 4F: 3 clusters Score -165509.1 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -165810.046875 Penalty: 786.764404
	Iteration 5F: 3 clusters Score -165810 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -166111.500000 Penalty: 786.764404
	Iteration 6F: 3 clusters Score -166111.5 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -166336.656250 Penalty: 786.764404
	Iteration 7Q: 3 clusters Score -166336.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -166484.453125 Penalty: 786.764404
	Iteration 8Q: 3 clusters Score -166484.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -166576.687500 Penalty: 786.764404
	Iteration 9Q: 3 clusters Score -166576.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -166662.421875 Penalty: 786.764404
	Iteration 10Q: 3 clusters Score -166662.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -166741.187500 Penalty: 786.764404
	Iteration 11Q: 3 clusters Score -166741.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -166811.593750 Penalty: 786.764404
	Iteration 12Q: 3 clusters Score -166811.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -166859.984375 Penalty: 786.764404
	Iteration 13Q: 3 clusters Score -166860 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -166912.796875 Penalty: 786.764404
	Iteration 14Q: 3 clusters Score -166912.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -166941.843750 Penalty: 786.764404
	Iteration 15Q: 3 clusters Score -166941.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -166957.781250 Penalty: 786.764404
	Iteration 16Q: 3 clusters Score -166957.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -166967.562500 Penalty: 786.764404
	Iteration 17Q: 3 clusters Score -166967.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -166978.562500 Penalty: 786.764404
	Iteration 18Q: 3 clusters Score -166978.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -166989.062500 Penalty: 786.764404
	Iteration 19Q: 3 clusters Score -166989.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -167000.484375 Penalty: 786.764404
	Iteration 20F: 3 clusters Score -167000.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -167003.046875 Penalty: 786.764404
	Iteration 21Q: 3 clusters Score -167003 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -167006.578125 Penalty: 786.764404
	Iteration 22Q: 3 clusters Score -167006.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -167008.546875 Penalty: 786.764404
	Iteration 23Q: 3 clusters Score -167008.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -167009.421875 Penalty: 786.764404
	Iteration 24Q: 3 clusters Score -167009.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -167009.187500 Penalty: 786.764404
	Iteration 25Q: 3 clusters Score -167009.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -167009.187500 Penalty: 786.764404
	Iteration 26F: 3 clusters Score -167009.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Entering Unmasked Estep 
Score: -121490.210938 Penalty: 372.128052
	Iteration 0F: 2 clusters Score -121490.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -119054.437500 Penalty: 744.256104
	Iteration 0F: 3 clusters Score -119054.4 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -120040.500000 Penalty: 744.256104
	Iteration 1F: 3 clusters Score -120040.5 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -120193.070312 Penalty: 744.256104
	Iteration 2F: 3 clusters Score -120193.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -120369.585938 Penalty: 744.256104
	Iteration 3F: 3 clusters Score -120369.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -120591.093750 Penalty: 744.256104
	Iteration 4F: 3 clusters Score -120591.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -120801.601562 Penalty: 744.256104
	Iteration 5F: 3 clusters Score -120801.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -120969.234375 Penalty: 744.256104
	Iteration 6Q: 3 clusters Score -120969.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -121077.492188 Penalty: 744.256104
	Iteration 7Q: 3 clusters Score -121077.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -121134.359375 Penalty: 744.256104
	Iteration 8Q: 3 clusters Score -121134.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -121160.593750 Penalty: 744.256104
	Iteration 9Q: 3 clusters Score -121160.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -121167.460938 Penalty: 744.256104
	Iteration 10Q: 3 clusters Score -121167.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -121168.992188 Penalty: 744.256104
	Iteration 11Q: 3 clusters Score -121169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -121169.531250 Penalty: 744.256104
	Iteration 12Q: 3 clusters Score -121169.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -121171.117188 Penalty: 744.256104
	Iteration 13Q: 3 clusters Score -121171.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -121172.109375 Penalty: 744.256104
	Iteration 14Q: 3 clusters Score -121172.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -121173.875000 Penalty: 744.256104
	Iteration 15Q: 3 clusters Score -121173.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -121175.109375 Penalty: 744.256104
	Iteration 16Q: 3 clusters Score -121175.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -121175.570312 Penalty: 744.256104
	Iteration 17Q: 3 clusters Score -121175.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -121175.625000 Penalty: 744.256104
	Iteration 18Q: 3 clusters Score -121175.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -121175.625000 Penalty: 744.256104
	Iteration 19F: 3 clusters Score -121175.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -66655.742188 Penalty: 347.691193
	Iteration 0F: 2 clusters Score -66655.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -65143.730469 Penalty: 695.382385
	Iteration 0F: 3 clusters Score -65143.73 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -65677.976562 Penalty: 695.382385
	Iteration 1F: 3 clusters Score -65677.98 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -65782.062500 Penalty: 695.382385
	Iteration 2F: 3 clusters Score -65782.06 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -65856.070312 Penalty: 695.382385
	Iteration 3F: 3 clusters Score -65856.07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -65908.046875 Penalty: 695.382385
	Iteration 4F: 3 clusters Score -65908.05 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -65955.812500 Penalty: 695.382385
	Iteration 5Q: 3 clusters Score -65955.81 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -65994.070312 Penalty: 695.382385
	Iteration 6Q: 3 clusters Score -65994.07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -66036.929688 Penalty: 695.382385
	Iteration 7Q: 3 clusters Score -66036.93 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -66082.164062 Penalty: 695.382385
	Iteration 8Q: 3 clusters Score -66082.16 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -66122.500000 Penalty: 695.382385
	Iteration 9Q: 3 clusters Score -66122.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -66148.210938 Penalty: 695.382385
	Iteration 10Q: 3 clusters Score -66148.21 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -66165.406250 Penalty: 695.382385
	Iteration 11Q: 3 clusters Score -66165.41 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -66179.171875 Penalty: 695.382385
	Iteration 12Q: 3 clusters Score -66179.17 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -66189.015625 Penalty: 695.382385
	Iteration 13Q: 3 clusters Score -66189.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -66195.789062 Penalty: 695.382385
	Iteration 14Q: 3 clusters Score -66195.79 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -66201.632812 Penalty: 695.382385
	Iteration 15Q: 3 clusters Score -66201.63 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -66210.132812 Penalty: 695.382385
	Iteration 16Q: 3 clusters Score -66210.13 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -66217.804688 Penalty: 695.382385
	Iteration 17Q: 3 clusters Score -66217.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -66221.085938 Penalty: 695.382385
	Iteration 18Q: 3 clusters Score -66221.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -66226.523438 Penalty: 695.382385
	Iteration 19Q: 3 clusters Score -66226.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -66233.007812 Penalty: 695.382385
	Iteration 20F: 3 clusters Score -66233.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -66237.828125 Penalty: 695.382385
	Iteration 21Q: 3 clusters Score -66237.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -66239.687500 Penalty: 695.382385
	Iteration 22Q: 3 clusters Score -66239.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -66241.195312 Penalty: 695.382385
	Iteration 23Q: 3 clusters Score -66241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -66241.359375 Penalty: 695.382385
	Iteration 24Q: 3 clusters Score -66241.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -66241.578125 Penalty: 695.382385
	Iteration 25Q: 3 clusters Score -66241.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -66241.867188 Penalty: 695.382385
	Iteration 26Q: 3 clusters Score -66241.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -66242.218750 Penalty: 695.382385
	Iteration 27Q: 3 clusters Score -66242.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -66242.523438 Penalty: 695.382385
	Iteration 28Q: 3 clusters Score -66242.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -66243.156250 Penalty: 695.382385
	Iteration 29Q: 3 clusters Score -66243.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -66243.726562 Penalty: 695.382385
	Iteration 30Q: 3 clusters Score -66243.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -66244.656250 Penalty: 695.382385
	Iteration 31Q: 3 clusters Score -66244.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -66245.203125 Penalty: 695.382385
	Iteration 32Q: 3 clusters Score -66245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -66245.757812 Penalty: 695.382385
	Iteration 33Q: 3 clusters Score -66245.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -66246.414062 Penalty: 695.382385
	Iteration 34Q: 3 clusters Score -66246.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -66246.945312 Penalty: 695.382385
	Iteration 35Q: 3 clusters Score -66246.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -66247.382812 Penalty: 695.382385
	Iteration 36Q: 3 clusters Score -66247.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -66247.570312 Penalty: 695.382385
	Iteration 37Q: 3 clusters Score -66247.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -66247.570312 Penalty: 695.382385
	Iteration 38F: 3 clusters Score -66247.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Entering Unmasked Estep 
Score: -213422.796875 Penalty: 404.091949
	Iteration 0F: 2 clusters Score -213422.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -208612.562500 Penalty: 808.183899
	Iteration 0F: 3 clusters Score -208612.6 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -210887.890625 Penalty: 808.183899
	Iteration 1F: 3 clusters Score -210887.9 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -211199.765625 Penalty: 808.183899
	Iteration 2F: 3 clusters Score -211199.8 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -211451.328125 Penalty: 808.183899
	Iteration 3F: 3 clusters Score -211451.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -211673.890625 Penalty: 808.183899
	Iteration 4F: 3 clusters Score -211673.9 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -211875.875000 Penalty: 808.183899
	Iteration 5F: 3 clusters Score -211875.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -212084.593750 Penalty: 808.183899
	Iteration 6Q: 3 clusters Score -212084.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -212256.265625 Penalty: 808.183899
	Iteration 7Q: 3 clusters Score -212256.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -212374.437500 Penalty: 808.183899
	Iteration 8Q: 3 clusters Score -212374.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -212464.750000 Penalty: 808.183899
	Iteration 9Q: 3 clusters Score -212464.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -212531.125000 Penalty: 808.183899
	Iteration 10Q: 3 clusters Score -212531.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -212578.703125 Penalty: 808.183899
	Iteration 11Q: 3 clusters Score -212578.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -212617.640625 Penalty: 808.183899
	Iteration 12Q: 3 clusters Score -212617.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -212651.468750 Penalty: 808.183899
	Iteration 13Q: 3 clusters Score -212651.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -212679.546875 Penalty: 808.183899
	Iteration 14Q: 3 clusters Score -212679.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -212702.390625 Penalty: 808.183899
	Iteration 15Q: 3 clusters Score -212702.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -212725.171875 Penalty: 808.183899
	Iteration 16Q: 3 clusters Score -212725.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -212750.171875 Penalty: 808.183899
	Iteration 17Q: 3 clusters Score -212750.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -212777.578125 Penalty: 808.183899
	Iteration 18Q: 3 clusters Score -212777.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -212810.812500 Penalty: 808.183899
	Iteration 19Q: 3 clusters Score -212810.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -212841.656250 Penalty: 808.183899
	Iteration 20F: 3 clusters Score -212841.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -212873.296875 Penalty: 808.183899
	Iteration 21Q: 3 clusters Score -212873.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -212904.250000 Penalty: 808.183899
	Iteration 22Q: 3 clusters Score -212904.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -212939.328125 Penalty: 808.183899
	Iteration 23Q: 3 clusters Score -212939.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -212971.093750 Penalty: 808.183899
	Iteration 24Q: 3 clusters Score -212971.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -212995.593750 Penalty: 808.183899
	Iteration 25Q: 3 clusters Score -212995.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -213013.265625 Penalty: 808.183899
	Iteration 26Q: 3 clusters Score -213013.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -213029.078125 Penalty: 808.183899
	Iteration 27Q: 3 clusters Score -213029.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -213045.828125 Penalty: 808.183899
	Iteration 28Q: 3 clusters Score -213045.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -213063.796875 Penalty: 808.183899
	Iteration 29Q: 3 clusters Score -213063.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -213078.515625 Penalty: 808.183899
	Iteration 30Q: 3 clusters Score -213078.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -213092.000000 Penalty: 808.183899
	Iteration 31Q: 3 clusters Score -213092 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -213106.375000 Penalty: 808.183899
	Iteration 32Q: 3 clusters Score -213106.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -213119.687500 Penalty: 808.183899
	Iteration 33Q: 3 clusters Score -213119.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -213131.609375 Penalty: 808.183899
	Iteration 34Q: 3 clusters Score -213131.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -213138.593750 Penalty: 808.183899
	Iteration 35Q: 3 clusters Score -213138.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -213145.625000 Penalty: 808.183899
	Iteration 36Q: 3 clusters Score -213145.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -213150.437500 Penalty: 808.183899
	Iteration 37Q: 3 clusters Score -213150.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -213154.078125 Penalty: 808.183899
	Iteration 38Q: 3 clusters Score -213154.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -213156.421875 Penalty: 808.183899
	Iteration 39Q: 3 clusters Score -213156.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -213157.656250 Penalty: 808.183899
	Iteration 40F: 3 clusters Score -213157.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -213158.937500 Penalty: 808.183899
	Iteration 41Q: 3 clusters Score -213158.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -213160.281250 Penalty: 808.183899
	Iteration 42Q: 3 clusters Score -213160.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -213161.109375 Penalty: 808.183899
	Iteration 43Q: 3 clusters Score -213161.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -213162.890625 Penalty: 808.183899
	Iteration 44Q: 3 clusters Score -213162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -213163.250000 Penalty: 808.183899
	Iteration 45Q: 3 clusters Score -213163.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -213163.375000 Penalty: 808.183899
	Iteration 46Q: 3 clusters Score -213163.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -213164.000000 Penalty: 808.183899
	Iteration 47Q: 3 clusters Score -213164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -213164.750000 Penalty: 808.183899
	Iteration 48Q: 3 clusters Score -213164.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -213164.468750 Penalty: 808.183899
	Iteration 49Q: 3 clusters Score -213164.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -213164.468750 Penalty: 808.183899
	Iteration 50F: 3 clusters Score -213164.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Entering Unmasked Estep 
Score: -135048.828125 Penalty: 379.338470
	Iteration 0F: 2 clusters Score -135048.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -132215.328125 Penalty: 758.676941
	Iteration 0F: 3 clusters Score -132215.3 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -133298.515625 Penalty: 758.676941
	Iteration 1F: 3 clusters Score -133298.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -133511.468750 Penalty: 758.676941
	Iteration 2F: 3 clusters Score -133511.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -133727.515625 Penalty: 758.676941
	Iteration 3F: 3 clusters Score -133727.5 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -133946.250000 Penalty: 758.676941
	Iteration 4F: 3 clusters Score -133946.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -134090.500000 Penalty: 758.676941
	Iteration 5Q: 3 clusters Score -134090.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -134212.750000 Penalty: 758.676941
	Iteration 6Q: 3 clusters Score -134212.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -134328.578125 Penalty: 758.676941
	Iteration 7Q: 3 clusters Score -134328.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -134399.156250 Penalty: 758.676941
	Iteration 8Q: 3 clusters Score -134399.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -134446.625000 Penalty: 758.676941
	Iteration 9Q: 3 clusters Score -134446.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -134484.078125 Penalty: 758.676941
	Iteration 10Q: 3 clusters Score -134484.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -134516.109375 Penalty: 758.676941
	Iteration 11Q: 3 clusters Score -134516.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -134546.906250 Penalty: 758.676941
	Iteration 12Q: 3 clusters Score -134546.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -134572.109375 Penalty: 758.676941
	Iteration 13Q: 3 clusters Score -134572.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -134589.984375 Penalty: 758.676941
	Iteration 14Q: 3 clusters Score -134590 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -134605.921875 Penalty: 758.676941
	Iteration 15Q: 3 clusters Score -134605.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -134617.859375 Penalty: 758.676941
	Iteration 16Q: 3 clusters Score -134617.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -134625.031250 Penalty: 758.676941
	Iteration 17Q: 3 clusters Score -134625 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -134636.312500 Penalty: 758.676941
	Iteration 18Q: 3 clusters Score -134636.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -134647.250000 Penalty: 758.676941
	Iteration 19Q: 3 clusters Score -134647.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -134656.828125 Penalty: 758.676941
	Iteration 20F: 3 clusters Score -134656.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -134663.875000 Penalty: 758.676941
	Iteration 21Q: 3 clusters Score -134663.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -134671.437500 Penalty: 758.676941
	Iteration 22Q: 3 clusters Score -134671.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -134677.218750 Penalty: 758.676941
	Iteration 23Q: 3 clusters Score -134677.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -134682.781250 Penalty: 758.676941
	Iteration 24Q: 3 clusters Score -134682.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -134686.000000 Penalty: 758.676941
	Iteration 25Q: 3 clusters Score -134686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -134688.703125 Penalty: 758.676941
	Iteration 26Q: 3 clusters Score -134688.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -134691.515625 Penalty: 758.676941
	Iteration 27Q: 3 clusters Score -134691.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -134694.937500 Penalty: 758.676941
	Iteration 28Q: 3 clusters Score -134694.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -134696.968750 Penalty: 758.676941
	Iteration 29Q: 3 clusters Score -134697 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -134701.046875 Penalty: 758.676941
	Iteration 30Q: 3 clusters Score -134701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -134705.031250 Penalty: 758.676941
	Iteration 31Q: 3 clusters Score -134705 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -134713.015625 Penalty: 758.676941
	Iteration 32Q: 3 clusters Score -134713 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -134715.281250 Penalty: 758.676941
	Iteration 33Q: 3 clusters Score -134715.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -134717.796875 Penalty: 758.676941
	Iteration 34Q: 3 clusters Score -134717.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -134720.687500 Penalty: 758.676941
	Iteration 35Q: 3 clusters Score -134720.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -134722.062500 Penalty: 758.676941
	Iteration 36Q: 3 clusters Score -134722.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -134722.968750 Penalty: 758.676941
	Iteration 37Q: 3 clusters Score -134723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -134723.187500 Penalty: 758.676941
	Iteration 38Q: 3 clusters Score -134723.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -134723.187500 Penalty: 758.676941
	Iteration 39F: 3 clusters Score -134723.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36119 members 
Entering Unmasked Estep 
Score: -1128878.625000 Penalty: 477.503143
	Iteration 0F: 2 clusters Score -1128879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -1104591.875000 Penalty: 955.006287
	Iteration 0F: 3 clusters Score -1104592 nChanged 17462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -1115931.875000 Penalty: 955.006287
	Iteration 1F: 3 clusters Score -1115932 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -1117255.750000 Penalty: 955.006287
	Iteration 2F: 3 clusters Score -1117256 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 23531 members 
Entering Unmasked Estep 
Score: -1118676.875000 Penalty: 955.006287
	Iteration 3F: 3 clusters Score -1118677 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -1120358.000000 Penalty: 955.006287
	Iteration 4F: 3 clusters Score -1120358 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 27632 members 
Entering Unmasked Estep 
Score: -1122174.000000 Penalty: 955.006287
	Iteration 5F: 3 clusters Score -1122174 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -1124032.750000 Penalty: 955.006287
	Iteration 6F: 3 clusters Score -1124033 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -1125501.375000 Penalty: 955.006287
	Iteration 7Q: 3 clusters Score -1125501 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 32231 members 
Entering Unmasked Estep 
Score: -1126522.000000 Penalty: 955.006287
	Iteration 8Q: 3 clusters Score -1126522 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -1127055.125000 Penalty: 955.006287
	Iteration 9Q: 3 clusters Score -1127055 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -1127418.250000 Penalty: 955.006287
	Iteration 10Q: 3 clusters Score -1127418 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -1127645.750000 Penalty: 955.006287
	Iteration 11Q: 3 clusters Score -1127646 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 34346 members 
Entering Unmasked Estep 
Score: -1127831.750000 Penalty: 955.006287
	Iteration 12Q: 3 clusters Score -1127832 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -1127976.500000 Penalty: 955.006287
	Iteration 13Q: 3 clusters Score -1127976 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 34890 members 
Entering Unmasked Estep 
Score: -1128107.500000 Penalty: 955.006287
	Iteration 14Q: 3 clusters Score -1128108 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 35105 members 
Entering Unmasked Estep 
Score: -1128216.000000 Penalty: 955.006287
	Iteration 15Q: 3 clusters Score -1128216 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 35268 members 
Entering Unmasked Estep 
Score: -1128287.625000 Penalty: 955.006287
	Iteration 16Q: 3 clusters Score -1128288 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -1128347.375000 Penalty: 955.006287
	Iteration 17Q: 3 clusters Score -1128347 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -1128381.125000 Penalty: 955.006287
	Iteration 18Q: 3 clusters Score -1128381 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -1128404.250000 Penalty: 955.006287
	Iteration 19Q: 3 clusters Score -1128404 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 35598 members 
Entering Unmasked Estep 
Score: -1128425.625000 Penalty: 955.006287
	Iteration 20F: 3 clusters Score -1128426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 35627 members 
Entering Unmasked Estep 
Score: -1128436.000000 Penalty: 955.006287
	Iteration 21Q: 3 clusters Score -1128436 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -1128439.000000 Penalty: 955.006287
	Iteration 22Q: 3 clusters Score -1128439 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 35665 members 
Entering Unmasked Estep 
Score: -1128443.750000 Penalty: 955.006287
	Iteration 23Q: 3 clusters Score -1128444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -1128451.875000 Penalty: 955.006287
	Iteration 24Q: 3 clusters Score -1128452 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -1128459.875000 Penalty: 955.006287
	Iteration 25Q: 3 clusters Score -1128460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -1128466.625000 Penalty: 955.006287
	Iteration 26Q: 3 clusters Score -1128467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -1128472.125000 Penalty: 955.006287
	Iteration 27Q: 3 clusters Score -1128472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -1128475.375000 Penalty: 955.006287
	Iteration 28Q: 3 clusters Score -1128475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -1128477.750000 Penalty: 955.006287
	Iteration 29Q: 3 clusters Score -1128478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -1128477.250000 Penalty: 955.006287
	Iteration 30Q: 3 clusters Score -1128477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 35759 members 
Entering Unmasked Estep 
Score: -1128478.125000 Penalty: 955.006287
	Iteration 31Q: 3 clusters Score -1128478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 35761 members 
Entering Unmasked Estep 
Score: -1128478.750000 Penalty: 955.006287
	Iteration 32Q: 3 clusters Score -1128479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 35766 members 
Entering Unmasked Estep 
Score: -1128478.125000 Penalty: 955.006287
	Iteration 33Q: 3 clusters Score -1128478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -1128480.375000 Penalty: 955.006287
	Iteration 34Q: 3 clusters Score -1128480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 35775 members 
Entering Unmasked Estep 
Score: -1128481.625000 Penalty: 955.006287
	Iteration 35Q: 3 clusters Score -1128482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -1128481.875000 Penalty: 955.006287
	Iteration 36Q: 3 clusters Score -1128482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -1128482.375000 Penalty: 955.006287
	Iteration 37Q: 3 clusters Score -1128482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -1128483.125000 Penalty: 955.006287
	Iteration 38Q: 3 clusters Score -1128483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 35782 members 
Entering Unmasked Estep 
Score: -1128483.625000 Penalty: 955.006287
	Iteration 39Q: 3 clusters Score -1128484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -1128483.750000 Penalty: 955.006287
	Iteration 40F: 3 clusters Score -1128484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Entering Unmasked Estep 
Score: -63153.500000 Penalty: 349.657654
	Iteration 0F: 2 clusters Score -63153.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -61694.773438 Penalty: 699.315308
	Iteration 0F: 3 clusters Score -61694.77 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -62452.003906 Penalty: 699.315308
	Iteration 1F: 3 clusters Score -62452 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -62622.000000 Penalty: 699.315308
	Iteration 2F: 3 clusters Score -62622 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -62746.867188 Penalty: 699.315308
	Iteration 3F: 3 clusters Score -62746.87 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -62830.792969 Penalty: 699.315308
	Iteration 4Q: 3 clusters Score -62830.79 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -62902.437500 Penalty: 699.315308
	Iteration 5Q: 3 clusters Score -62902.44 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -62936.445312 Penalty: 699.315308
	Iteration 6Q: 3 clusters Score -62936.45 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -62967.382812 Penalty: 699.315308
	Iteration 7Q: 3 clusters Score -62967.38 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -62982.214844 Penalty: 699.315308
	Iteration 8Q: 3 clusters Score -62982.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -62989.699219 Penalty: 699.315308
	Iteration 9Q: 3 clusters Score -62989.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -62993.644531 Penalty: 699.315308
	Iteration 10Q: 3 clusters Score -62993.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -62994.250000 Penalty: 699.315308
	Iteration 11Q: 3 clusters Score -62994.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -62995.578125 Penalty: 699.315308
	Iteration 12Q: 3 clusters Score -62995.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -62996.886719 Penalty: 699.315308
	Iteration 13Q: 3 clusters Score -62996.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -62997.726562 Penalty: 699.315308
	Iteration 14Q: 3 clusters Score -62997.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -62998.625000 Penalty: 699.315308
	Iteration 15Q: 3 clusters Score -62998.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63000.605469 Penalty: 699.315308
	Iteration 16Q: 3 clusters Score -63000.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -63001.957031 Penalty: 699.315308
	Iteration 17Q: 3 clusters Score -63001.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -63002.078125 Penalty: 699.315308
	Iteration 18Q: 3 clusters Score -63002.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63002.144531 Penalty: 699.315308
	Iteration 19Q: 3 clusters Score -63002.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -63002.144531 Penalty: 699.315308
	Iteration 20F: 3 clusters Score -63002.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6595 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3742 members 
Mstep: Class 8 contains 6089 members 
Mstep: Class 9 contains 149803 members 
Mstep: Class 10 contains 23580 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38273 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6450 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128822 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4176 members 
Mstep: Class 23 contains 36119 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732181.000000 Penalty: 14378.957031
Iteration 239Q: 25 clusters Score -1.573218e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3740 members 
Mstep: Class 8 contains 6090 members 
Mstep: Class 9 contains 149802 members 
Mstep: Class 10 contains 23580 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38280 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6450 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128824 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4172 members 
Mstep: Class 23 contains 36118 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732191.000000 Penalty: 14378.957031
Iteration 240F: 25 clusters Score -1.573219e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45704 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2472 members 
Mstep: Class 4 contains 6592 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3738 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 149802 members 
Mstep: Class 10 contains 23580 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38284 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6448 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128824 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4172 members 
Mstep: Class 23 contains 36117 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732196.000000 Penalty: 14378.957031
Iteration 241Q: 25 clusters Score -1.57322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45705 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6592 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3739 members 
Mstep: Class 8 contains 6091 members 
Mstep: Class 9 contains 149801 members 
Mstep: Class 10 contains 23581 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38289 members 
Mstep: Class 13 contains 18700 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128826 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4167 members 
Mstep: Class 23 contains 36118 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732193.000000 Penalty: 14378.957031
Iteration 242Q: 25 clusters Score -1.573219e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3737 members 
Mstep: Class 8 contains 6090 members 
Mstep: Class 9 contains 149800 members 
Mstep: Class 10 contains 23582 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38291 members 
Mstep: Class 13 contains 18699 members 
Mstep: Class 14 contains 6443 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128831 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4165 members 
Mstep: Class 23 contains 36118 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732204.000000 Penalty: 14378.957031
Iteration 243Q: 25 clusters Score -1.57322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3734 members 
Mstep: Class 8 contains 6089 members 
Mstep: Class 9 contains 149800 members 
Mstep: Class 10 contains 23584 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38294 members 
Mstep: Class 13 contains 18698 members 
Mstep: Class 14 contains 6440 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128833 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4166 members 
Mstep: Class 23 contains 36117 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732206.000000 Penalty: 14378.957031
Iteration 244Q: 25 clusters Score -1.573221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 674 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3732 members 
Mstep: Class 8 contains 6088 members 
Mstep: Class 9 contains 149800 members 
Mstep: Class 10 contains 23584 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38297 members 
Mstep: Class 13 contains 18697 members 
Mstep: Class 14 contains 6439 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128833 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 36117 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732196.000000 Penalty: 14378.957031
Iteration 245Q: 25 clusters Score -1.57322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3729 members 
Mstep: Class 8 contains 6089 members 
Mstep: Class 9 contains 149800 members 
Mstep: Class 10 contains 23584 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38303 members 
Mstep: Class 13 contains 18697 members 
Mstep: Class 14 contains 6437 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128830 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 36117 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732208.000000 Penalty: 14378.957031
Iteration 246Q: 25 clusters Score -1.573221e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3728 members 
Mstep: Class 8 contains 6088 members 
Mstep: Class 9 contains 149800 members 
Mstep: Class 10 contains 23585 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38305 members 
Mstep: Class 13 contains 18697 members 
Mstep: Class 14 contains 6436 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128829 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 36117 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732213.000000 Penalty: 14378.957031
Iteration 247Q: 25 clusters Score -1.573221e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3729 members 
Mstep: Class 8 contains 6087 members 
Mstep: Class 9 contains 149800 members 
Mstep: Class 10 contains 23586 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38306 members 
Mstep: Class 13 contains 18697 members 
Mstep: Class 14 contains 6435 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128825 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4172 members 
Mstep: Class 23 contains 36118 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732207.000000 Penalty: 14378.957031
Iteration 248Q: 25 clusters Score -1.573221e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6593 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3729 members 
Mstep: Class 8 contains 6087 members 
Mstep: Class 9 contains 149800 members 
Mstep: Class 10 contains 23586 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38306 members 
Mstep: Class 13 contains 18697 members 
Mstep: Class 14 contains 6435 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128821 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5687 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4175 members 
Mstep: Class 23 contains 36119 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732208.000000 Penalty: 14378.957031
Iteration 249Q: 25 clusters Score -1.573221e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6592 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3729 members 
Mstep: Class 8 contains 6087 members 
Mstep: Class 9 contains 149800 members 
Mstep: Class 10 contains 23588 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38309 members 
Mstep: Class 13 contains 18697 members 
Mstep: Class 14 contains 6436 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128819 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5686 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4173 members 
Mstep: Class 23 contains 36119 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732214.000000 Penalty: 14378.957031
Iteration 250Q: 25 clusters Score -1.573221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3729 members 
Mstep: Class 8 contains 6087 members 
Mstep: Class 9 contains 149800 members 
Mstep: Class 10 contains 23588 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38313 members 
Mstep: Class 13 contains 18698 members 
Mstep: Class 14 contains 6436 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128819 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5685 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4170 members 
Mstep: Class 23 contains 36119 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732208.000000 Penalty: 14378.957031
Iteration 251Q: 25 clusters Score -1.573221e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6592 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3728 members 
Mstep: Class 8 contains 6087 members 
Mstep: Class 9 contains 149799 members 
Mstep: Class 10 contains 23588 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38319 members 
Mstep: Class 13 contains 18700 members 
Mstep: Class 14 contains 6435 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128815 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5684 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7196 members 
Mstep: Class 22 contains 4168 members 
Mstep: Class 23 contains 36118 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732201.000000 Penalty: 14378.957031
Iteration 252Q: 25 clusters Score -1.57322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6592 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3725 members 
Mstep: Class 8 contains 6088 members 
Mstep: Class 9 contains 149798 members 
Mstep: Class 10 contains 23587 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38326 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6436 members 
Mstep: Class 15 contains 20387 members 
Mstep: Class 16 contains 128809 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5684 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4169 members 
Mstep: Class 23 contains 36118 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732192.000000 Penalty: 14378.957031
Iteration 253Q: 25 clusters Score -1.573219e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3720 members 
Mstep: Class 8 contains 6089 members 
Mstep: Class 9 contains 149796 members 
Mstep: Class 10 contains 23589 members 
Mstep: Class 11 contains 317 members 
Mstep: Class 12 contains 38326 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 14 contains 6437 members 
Mstep: Class 15 contains 20388 members 
Mstep: Class 16 contains 128796 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5684 members 
Mstep: Class 19 contains 3564 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7196 members 
Mstep: Class 22 contains 4183 members 
Mstep: Class 23 contains 36118 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732205.000000 Penalty: 14378.957031
Iteration 254Q: 25 clusters Score -1.57322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6592 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3719 members 
Mstep: Class 8 contains 6090 members 
Mstep: Class 9 contains 149794 members 
Mstep: Class 10 contains 23591 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38330 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 14 contains 6434 members 
Mstep: Class 15 contains 20388 members 
Mstep: Class 16 contains 128787 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5684 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 4189 members 
Mstep: Class 23 contains 36118 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732212.000000 Penalty: 14378.957031
Iteration 255Q: 25 clusters Score -1.573221e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3718 members 
Mstep: Class 8 contains 6091 members 
Mstep: Class 9 contains 149795 members 
Mstep: Class 10 contains 23594 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38334 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 14 contains 6434 members 
Mstep: Class 15 contains 20388 members 
Mstep: Class 16 contains 128776 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5684 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 4192 members 
Mstep: Class 23 contains 36118 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732213.000000 Penalty: 14378.957031
Iteration 256Q: 25 clusters Score -1.573221e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3714 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 149793 members 
Mstep: Class 10 contains 23597 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38338 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 14 contains 6436 members 
Mstep: Class 15 contains 20389 members 
Mstep: Class 16 contains 128768 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5683 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7197 members 
Mstep: Class 22 contains 4195 members 
Mstep: Class 23 contains 36118 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732209.000000 Penalty: 14378.957031
Iteration 257Q: 25 clusters Score -1.573221e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6590 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3711 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 149790 members 
Mstep: Class 10 contains 23598 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38340 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 14 contains 6436 members 
Mstep: Class 15 contains 20392 members 
Mstep: Class 16 contains 128760 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5683 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7196 members 
Mstep: Class 22 contains 4206 members 
Mstep: Class 23 contains 36116 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732203.000000 Penalty: 14378.957031
Iteration 258Q: 25 clusters Score -1.57322e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6590 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3707 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 149787 members 
Mstep: Class 10 contains 23599 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38341 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6433 members 
Mstep: Class 15 contains 20396 members 
Mstep: Class 16 contains 128753 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5683 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7195 members 
Mstep: Class 22 contains 4219 members 
Mstep: Class 23 contains 36116 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732235.000000 Penalty: 14378.957031
Iteration 259Q: 25 clusters Score -1.573224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6590 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3700 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 149787 members 
Mstep: Class 10 contains 23601 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38343 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6433 members 
Mstep: Class 15 contains 20396 members 
Mstep: Class 16 contains 128749 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5683 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4227 members 
Mstep: Class 23 contains 36116 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732233.000000 Penalty: 14378.957031
Iteration 260F: 25 clusters Score -1.573223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6589 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3691 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 149787 members 
Mstep: Class 10 contains 23604 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38344 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6434 members 
Mstep: Class 15 contains 20396 members 
Mstep: Class 16 contains 128744 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5683 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7192 members 
Mstep: Class 22 contains 4239 members 
Mstep: Class 23 contains 36116 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732220.000000 Penalty: 14378.957031
Iteration 261Q: 25 clusters Score -1.573222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6589 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 149786 members 
Mstep: Class 10 contains 23604 members 
Mstep: Class 11 contains 316 members 
Mstep: Class 12 contains 38347 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6435 members 
Mstep: Class 15 contains 20396 members 
Mstep: Class 16 contains 128739 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7192 members 
Mstep: Class 22 contains 4250 members 
Mstep: Class 23 contains 36116 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732221.000000 Penalty: 14378.957031
Iteration 262Q: 25 clusters Score -1.573222e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6590 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 149785 members 
Mstep: Class 10 contains 23603 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38353 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6435 members 
Mstep: Class 15 contains 20396 members 
Mstep: Class 16 contains 128735 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7193 members 
Mstep: Class 22 contains 4261 members 
Mstep: Class 23 contains 36114 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732231.000000 Penalty: 14378.957031
Iteration 263Q: 25 clusters Score -1.573223e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6590 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3664 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 149784 members 
Mstep: Class 10 contains 23604 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38354 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6442 members 
Mstep: Class 15 contains 20396 members 
Mstep: Class 16 contains 128735 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7193 members 
Mstep: Class 22 contains 4266 members 
Mstep: Class 23 contains 36113 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732226.000000 Penalty: 14378.957031
Iteration 264Q: 25 clusters Score -1.573223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45707 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6590 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3654 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 149784 members 
Mstep: Class 10 contains 23604 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38356 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6446 members 
Mstep: Class 15 contains 20396 members 
Mstep: Class 16 contains 128736 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4269 members 
Mstep: Class 23 contains 36113 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732235.000000 Penalty: 14378.957031
Iteration 265Q: 25 clusters Score -1.573224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 149784 members 
Mstep: Class 10 contains 23605 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38357 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6448 members 
Mstep: Class 15 contains 20396 members 
Mstep: Class 16 contains 128737 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4273 members 
Mstep: Class 23 contains 36113 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732241.000000 Penalty: 14378.957031
Iteration 266Q: 25 clusters Score -1.573224e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45706 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 149784 members 
Mstep: Class 10 contains 23606 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38357 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6449 members 
Mstep: Class 15 contains 20396 members 
Mstep: Class 16 contains 128737 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4276 members 
Mstep: Class 23 contains 36113 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732229.000000 Penalty: 14378.957031
Iteration 267Q: 25 clusters Score -1.573223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6591 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 149784 members 
Mstep: Class 10 contains 23607 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38358 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6449 members 
Mstep: Class 15 contains 20396 members 
Mstep: Class 16 contains 128739 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5680 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4274 members 
Mstep: Class 23 contains 36112 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732229.000000 Penalty: 14378.957031
Iteration 268Q: 25 clusters Score -1.573223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45709 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6588 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 149784 members 
Mstep: Class 10 contains 23608 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38359 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6450 members 
Mstep: Class 15 contains 20396 members 
Mstep: Class 16 contains 128738 members 
Mstep: Class 17 contains 6259 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4278 members 
Mstep: Class 23 contains 36111 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732233.000000 Penalty: 14378.957031
Iteration 269Q: 25 clusters Score -1.573223e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6587 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 149784 members 
Mstep: Class 10 contains 23607 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38358 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6453 members 
Mstep: Class 15 contains 20396 members 
Mstep: Class 16 contains 128740 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4279 members 
Mstep: Class 23 contains 36111 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732224.000000 Penalty: 14378.957031
Iteration 270Q: 25 clusters Score -1.573222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45710 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 6094 members 
Mstep: Class 9 contains 149784 members 
Mstep: Class 10 contains 23606 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38358 members 
Mstep: Class 13 contains 18700 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 20397 members 
Mstep: Class 16 contains 128740 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4281 members 
Mstep: Class 23 contains 36110 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732234.000000 Penalty: 14378.957031
Iteration 271Q: 25 clusters Score -1.573223e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2471 members 
Mstep: Class 4 contains 6584 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 6093 members 
Mstep: Class 9 contains 149783 members 
Mstep: Class 10 contains 23607 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38358 members 
Mstep: Class 13 contains 18700 members 
Mstep: Class 14 contains 6456 members 
Mstep: Class 15 contains 20400 members 
Mstep: Class 16 contains 128741 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4283 members 
Mstep: Class 23 contains 36109 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732220.000000 Penalty: 14378.957031
Iteration 272Q: 25 clusters Score -1.573222e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6584 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 149784 members 
Mstep: Class 10 contains 23605 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38359 members 
Mstep: Class 13 contains 18700 members 
Mstep: Class 14 contains 6457 members 
Mstep: Class 15 contains 20403 members 
Mstep: Class 16 contains 128743 members 
Mstep: Class 17 contains 6260 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4283 members 
Mstep: Class 23 contains 36108 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732222.000000 Penalty: 14378.957031
Iteration 273Q: 25 clusters Score -1.573222e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6584 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 149784 members 
Mstep: Class 10 contains 23601 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38360 members 
Mstep: Class 13 contains 18701 members 
Mstep: Class 14 contains 6457 members 
Mstep: Class 15 contains 20407 members 
Mstep: Class 16 contains 128743 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4283 members 
Mstep: Class 23 contains 36107 members 
Mstep: Class 24 contains 2175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732212.000000 Penalty: 14378.957031
Iteration 274Q: 25 clusters Score -1.573221e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6584 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3611 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 149782 members 
Mstep: Class 10 contains 23598 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38359 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 14 contains 6458 members 
Mstep: Class 15 contains 20410 members 
Mstep: Class 16 contains 128742 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4283 members 
Mstep: Class 23 contains 36107 members 
Mstep: Class 24 contains 2176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732214.000000 Penalty: 14378.957031
Iteration 275Q: 25 clusters Score -1.573221e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6584 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3613 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 149780 members 
Mstep: Class 10 contains 23596 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38359 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 14 contains 6459 members 
Mstep: Class 15 contains 20413 members 
Mstep: Class 16 contains 128742 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4283 members 
Mstep: Class 23 contains 36106 members 
Mstep: Class 24 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732220.000000 Penalty: 14378.957031
Iteration 276Q: 25 clusters Score -1.573222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6584 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3614 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 149779 members 
Mstep: Class 10 contains 23596 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38359 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 14 contains 6459 members 
Mstep: Class 15 contains 20414 members 
Mstep: Class 16 contains 128741 members 
Mstep: Class 17 contains 6261 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4284 members 
Mstep: Class 23 contains 36105 members 
Mstep: Class 24 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732230.000000 Penalty: 14378.957031
Iteration 277Q: 25 clusters Score -1.573223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3615 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 149778 members 
Mstep: Class 10 contains 23594 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38359 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 14 contains 6459 members 
Mstep: Class 15 contains 20416 members 
Mstep: Class 16 contains 128742 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 36104 members 
Mstep: Class 24 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732232.000000 Penalty: 14378.957031
Iteration 278Q: 25 clusters Score -1.573223e+07 nChanged 5
Entering ConstructFrom: 
Score: -15732232.000000 Penalty: 14378.957031
Entering ConstructFrom: 
Trying to split cluster 1 (45711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Entering Unmasked Estep 
Score: -1448515.000000 Penalty: 488.219269
	Iteration 0F: 2 clusters Score -1448515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -1417872.500000 Penalty: 976.438538
	Iteration 0F: 3 clusters Score -1417872 nChanged 22010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
Score: -1431395.000000 Penalty: 976.438538
	Iteration 1F: 3 clusters Score -1431395 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 24521 members 
Entering Unmasked Estep 
Score: -1433045.375000 Penalty: 976.438538
	Iteration 2F: 3 clusters Score -1433045 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 25431 members 
Entering Unmasked Estep 
Score: -1435379.250000 Penalty: 976.438538
	Iteration 3F: 3 clusters Score -1435379 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -1438091.500000 Penalty: 976.438538
	Iteration 4F: 3 clusters Score -1438092 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -1440494.000000 Penalty: 976.438538
	Iteration 5F: 3 clusters Score -1440494 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18894 members 
Mstep: Class 2 contains 26817 members 
Entering Unmasked Estep 
Score: -1441972.125000 Penalty: 976.438538
	Iteration 6F: 3 clusters Score -1441972 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -1442892.000000 Penalty: 976.438538
	Iteration 7Q: 3 clusters Score -1442892 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 27065 members 
Entering Unmasked Estep 
Score: -1443505.125000 Penalty: 976.438538
	Iteration 8Q: 3 clusters Score -1443505 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -1443998.625000 Penalty: 976.438538
	Iteration 9Q: 3 clusters Score -1443999 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -1444398.375000 Penalty: 976.438538
	Iteration 10Q: 3 clusters Score -1444398 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -1444722.125000 Penalty: 976.438538
	Iteration 11Q: 3 clusters Score -1444722 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 27859 members 
Entering Unmasked Estep 
Score: -1444986.500000 Penalty: 976.438538
	Iteration 12Q: 3 clusters Score -1444986 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -1445220.750000 Penalty: 976.438538
	Iteration 13Q: 3 clusters Score -1445221 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -1445418.500000 Penalty: 976.438538
	Iteration 14Q: 3 clusters Score -1445418 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -1445607.750000 Penalty: 976.438538
	Iteration 15Q: 3 clusters Score -1445608 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -1445806.500000 Penalty: 976.438538
	Iteration 16Q: 3 clusters Score -1445806 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 28975 members 
Entering Unmasked Estep 
Score: -1445983.125000 Penalty: 976.438538
	Iteration 17Q: 3 clusters Score -1445983 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 29176 members 
Entering Unmasked Estep 
Score: -1446129.500000 Penalty: 976.438538
	Iteration 18Q: 3 clusters Score -1446130 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -1446259.625000 Penalty: 976.438538
	Iteration 19Q: 3 clusters Score -1446260 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -1446366.500000 Penalty: 976.438538
	Iteration 20F: 3 clusters Score -1446366 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -1446449.500000 Penalty: 976.438538
	Iteration 21Q: 3 clusters Score -1446450 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 29610 members 
Entering Unmasked Estep 
Score: -1446530.375000 Penalty: 976.438538
	Iteration 22Q: 3 clusters Score -1446530 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 29635 members 
Entering Unmasked Estep 
Score: -1446580.500000 Penalty: 976.438538
	Iteration 23Q: 3 clusters Score -1446580 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -1446629.875000 Penalty: 976.438538
	Iteration 24Q: 3 clusters Score -1446630 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -1446654.750000 Penalty: 976.438538
	Iteration 25Q: 3 clusters Score -1446655 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -1446687.000000 Penalty: 976.438538
	Iteration 26Q: 3 clusters Score -1446687 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 29681 members 
Entering Unmasked Estep 
Score: -1446713.375000 Penalty: 976.438538
	Iteration 27Q: 3 clusters Score -1446713 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -1446719.750000 Penalty: 976.438538
	Iteration 28Q: 3 clusters Score -1446720 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 29749 members 
Entering Unmasked Estep 
Score: -1446735.125000 Penalty: 976.438538
	Iteration 29Q: 3 clusters Score -1446735 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -1446745.375000 Penalty: 976.438538
	Iteration 30Q: 3 clusters Score -1446745 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 29871 members 
Entering Unmasked Estep 
Score: -1446765.500000 Penalty: 976.438538
	Iteration 31Q: 3 clusters Score -1446766 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -1446767.375000 Penalty: 976.438538
	Iteration 32Q: 3 clusters Score -1446767 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -1446772.375000 Penalty: 976.438538
	Iteration 33Q: 3 clusters Score -1446772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -1446778.750000 Penalty: 976.438538
	Iteration 34Q: 3 clusters Score -1446779 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -1446774.000000 Penalty: 976.438538
	Iteration 35Q: 3 clusters Score -1446774 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -1446783.625000 Penalty: 976.438538
	Iteration 36Q: 3 clusters Score -1446784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 30180 members 
Entering Unmasked Estep 
Score: -1446790.625000 Penalty: 976.438538
	Iteration 37Q: 3 clusters Score -1446791 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -1446792.000000 Penalty: 976.438538
	Iteration 38Q: 3 clusters Score -1446792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -1446792.250000 Penalty: 976.438538
	Iteration 39Q: 3 clusters Score -1446792 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -1446793.875000 Penalty: 976.438538
	Iteration 40F: 3 clusters Score -1446794 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15332 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -1446795.125000 Penalty: 976.438538
	Iteration 41Q: 3 clusters Score -1446795 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -1446796.375000 Penalty: 976.438538
	Iteration 42Q: 3 clusters Score -1446796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 30435 members 
Entering Unmasked Estep 
Score: -1446797.500000 Penalty: 976.438538
	Iteration 43Q: 3 clusters Score -1446798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -1446800.625000 Penalty: 976.438538
	Iteration 44Q: 3 clusters Score -1446801 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 30489 members 
Entering Unmasked Estep 
Score: -1446802.875000 Penalty: 976.438538
	Iteration 45Q: 3 clusters Score -1446803 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 30516 members 
Entering Unmasked Estep 
Score: -1446799.500000 Penalty: 976.438538
	Iteration 46Q: 3 clusters Score -1446800 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 30533 members 
Entering Unmasked Estep 
Score: -1446802.500000 Penalty: 976.438538
	Iteration 47Q: 3 clusters Score -1446802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -1446800.750000 Penalty: 976.438538
	Iteration 48Q: 3 clusters Score -1446801 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -1446804.000000 Penalty: 976.438538
	Iteration 49Q: 3 clusters Score -1446804 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -1446805.250000 Penalty: 976.438538
	Iteration 50Q: 3 clusters Score -1446805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 30596 members 
Entering Unmasked Estep 
Score: -1446804.875000 Penalty: 976.438538
	Iteration 51Q: 3 clusters Score -1446805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15105 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -1446808.375000 Penalty: 976.438538
	Iteration 52Q: 3 clusters Score -1446808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -1446807.500000 Penalty: 976.438538
	Iteration 53Q: 3 clusters Score -1446808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 30619 members 
Entering Unmasked Estep 
Score: -1446805.625000 Penalty: 976.438538
	Iteration 54Q: 3 clusters Score -1446806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 30625 members 
Entering Unmasked Estep 
Score: -1446803.000000 Penalty: 976.438538
	Iteration 55Q: 3 clusters Score -1446803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 30632 members 
Entering Unmasked Estep 
Score: -1446804.125000 Penalty: 976.438538
	Iteration 56Q: 3 clusters Score -1446804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -1446806.000000 Penalty: 976.438538
	Iteration 57Q: 3 clusters Score -1446806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -1446808.250000 Penalty: 976.438538
	Iteration 58Q: 3 clusters Score -1446808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 30653 members 
Entering Unmasked Estep 
Score: -1446808.625000 Penalty: 976.438538
	Iteration 59Q: 3 clusters Score -1446809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -1446808.750000 Penalty: 976.438538
	Iteration 60F: 3 clusters Score -1446809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15041 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -1446810.750000 Penalty: 976.438538
	Iteration 61Q: 3 clusters Score -1446811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 30679 members 
Entering Unmasked Estep 
Score: -1446809.500000 Penalty: 976.438538
	Iteration 62Q: 3 clusters Score -1446810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 30694 members 
Entering Unmasked Estep 
Score: -1446810.375000 Penalty: 976.438538
	Iteration 63Q: 3 clusters Score -1446810 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -1446809.625000 Penalty: 976.438538
	Iteration 64Q: 3 clusters Score -1446810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -1446808.625000 Penalty: 976.438538
	Iteration 65Q: 3 clusters Score -1446809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
Score: -1446810.375000 Penalty: 976.438538
	Iteration 66Q: 3 clusters Score -1446810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 30746 members 
Entering Unmasked Estep 
Score: -1446810.625000 Penalty: 976.438538
	Iteration 67Q: 3 clusters Score -1446811 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 30767 members 
Entering Unmasked Estep 
Score: -1446808.875000 Penalty: 976.438538
	Iteration 68Q: 3 clusters Score -1446809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 30784 members 
Entering Unmasked Estep 
Score: -1446808.625000 Penalty: 976.438538
	Iteration 69Q: 3 clusters Score -1446809 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -1446808.375000 Penalty: 976.438538
	Iteration 70Q: 3 clusters Score -1446808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -1446809.500000 Penalty: 976.438538
	Iteration 71Q: 3 clusters Score -1446810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 30818 members 
Entering Unmasked Estep 
Score: -1446807.375000 Penalty: 976.438538
	Iteration 72Q: 3 clusters Score -1446807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 30824 members 
Entering Unmasked Estep 
Score: -1446806.250000 Penalty: 976.438538
	Iteration 73Q: 3 clusters Score -1446806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 30829 members 
Entering Unmasked Estep 
Score: -1446808.625000 Penalty: 976.438538
	Iteration 74Q: 3 clusters Score -1446809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -1446809.000000 Penalty: 976.438538
	Iteration 75Q: 3 clusters Score -1446809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 30831 members 
Entering Unmasked Estep 
Score: -1446809.000000 Penalty: 976.438538
	Iteration 76F: 3 clusters Score -1446809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -19592.693359 Penalty: 291.812378
	Iteration 0F: 2 clusters Score -19592.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -19019.306641 Penalty: 583.624756
	Iteration 0F: 3 clusters Score -19019.31 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -19160.574219 Penalty: 583.624756
	Iteration 1F: 3 clusters Score -19160.57 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -19202.712891 Penalty: 583.624756
	Iteration 2F: 3 clusters Score -19202.71 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -19227.736328 Penalty: 583.624756
	Iteration 3F: 3 clusters Score -19227.74 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -19246.474609 Penalty: 583.624756
	Iteration 4Q: 3 clusters Score -19246.47 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -19259.689453 Penalty: 583.624756
	Iteration 5Q: 3 clusters Score -19259.69 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -19271.056641 Penalty: 583.624756
	Iteration 6Q: 3 clusters Score -19271.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -19277.935547 Penalty: 583.624756
	Iteration 7Q: 3 clusters Score -19277.94 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -19284.167969 Penalty: 583.624756
	Iteration 8Q: 3 clusters Score -19284.17 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -19287.894531 Penalty: 583.624756
	Iteration 9Q: 3 clusters Score -19287.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -19290.525391 Penalty: 583.624756
	Iteration 10Q: 3 clusters Score -19290.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -19294.076172 Penalty: 583.624756
	Iteration 11Q: 3 clusters Score -19294.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -19299.707031 Penalty: 583.624756
	Iteration 12Q: 3 clusters Score -19299.71 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -19308.820312 Penalty: 583.624756
	Iteration 13Q: 3 clusters Score -19308.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -19312.658203 Penalty: 583.624756
	Iteration 14Q: 3 clusters Score -19312.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -19316.078125 Penalty: 583.624756
	Iteration 15Q: 3 clusters Score -19316.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -19321.117188 Penalty: 583.624756
	Iteration 16Q: 3 clusters Score -19321.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -19323.419922 Penalty: 583.624756
	Iteration 17Q: 3 clusters Score -19323.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -19327.298828 Penalty: 583.624756
	Iteration 18Q: 3 clusters Score -19327.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -19329.230469 Penalty: 583.624756
	Iteration 19Q: 3 clusters Score -19329.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -19332.490234 Penalty: 583.624756
	Iteration 20F: 3 clusters Score -19332.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -19337.837891 Penalty: 583.624756
	Iteration 21Q: 3 clusters Score -19337.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -19341.427734 Penalty: 583.624756
	Iteration 22Q: 3 clusters Score -19341.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19341.802734 Penalty: 583.624756
	Iteration 23Q: 3 clusters Score -19341.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -19341.802734 Penalty: 583.624756
	Iteration 24F: 3 clusters Score -19341.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -75494.750000 Penalty: 355.444794
	Iteration 0F: 2 clusters Score -75494.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -73729.546875 Penalty: 710.889587
	Iteration 0F: 3 clusters Score -73729.55 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -74314.968750 Penalty: 710.889587
	Iteration 1F: 3 clusters Score -74314.97 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -74419.484375 Penalty: 710.889587
	Iteration 2F: 3 clusters Score -74419.48 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -74529.796875 Penalty: 710.889587
	Iteration 3F: 3 clusters Score -74529.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -74653.523438 Penalty: 710.889587
	Iteration 4F: 3 clusters Score -74653.52 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -74772.273438 Penalty: 710.889587
	Iteration 5F: 3 clusters Score -74772.27 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -74883.453125 Penalty: 710.889587
	Iteration 6F: 3 clusters Score -74883.45 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -74987.546875 Penalty: 710.889587
	Iteration 7Q: 3 clusters Score -74987.55 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -75050.789062 Penalty: 710.889587
	Iteration 8Q: 3 clusters Score -75050.79 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -75098.851562 Penalty: 710.889587
	Iteration 9Q: 3 clusters Score -75098.85 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -75130.554688 Penalty: 710.889587
	Iteration 10Q: 3 clusters Score -75130.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -75163.343750 Penalty: 710.889587
	Iteration 11Q: 3 clusters Score -75163.34 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -75177.429688 Penalty: 710.889587
	Iteration 12Q: 3 clusters Score -75177.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -75184.546875 Penalty: 710.889587
	Iteration 13Q: 3 clusters Score -75184.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -75192.078125 Penalty: 710.889587
	Iteration 14Q: 3 clusters Score -75192.08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -75197.968750 Penalty: 710.889587
	Iteration 15Q: 3 clusters Score -75197.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -75199.640625 Penalty: 710.889587
	Iteration 16Q: 3 clusters Score -75199.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -75200.460938 Penalty: 710.889587
	Iteration 17Q: 3 clusters Score -75200.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -75202.187500 Penalty: 710.889587
	Iteration 18Q: 3 clusters Score -75202.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -75203.257812 Penalty: 710.889587
	Iteration 19Q: 3 clusters Score -75203.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -75205.132812 Penalty: 710.889587
	Iteration 20F: 3 clusters Score -75205.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -75205.453125 Penalty: 710.889587
	Iteration 21Q: 3 clusters Score -75205.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -75205.453125 Penalty: 710.889587
	Iteration 22F: 3 clusters Score -75205.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Entering Unmasked Estep 
Score: -205230.859375 Penalty: 400.060974
	Iteration 0F: 2 clusters Score -205230.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -200771.578125 Penalty: 800.121948
	Iteration 0F: 3 clusters Score -200771.6 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -202467.203125 Penalty: 800.121948
	Iteration 1F: 3 clusters Score -202467.2 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -202696.000000 Penalty: 800.121948
	Iteration 2F: 3 clusters Score -202696 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -202962.328125 Penalty: 800.121948
	Iteration 3F: 3 clusters Score -202962.3 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -203268.468750 Penalty: 800.121948
	Iteration 4F: 3 clusters Score -203268.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -203619.312500 Penalty: 800.121948
	Iteration 5F: 3 clusters Score -203619.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -203929.515625 Penalty: 800.121948
	Iteration 6F: 3 clusters Score -203929.5 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -204201.500000 Penalty: 800.121948
	Iteration 7Q: 3 clusters Score -204201.5 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -204446.828125 Penalty: 800.121948
	Iteration 8Q: 3 clusters Score -204446.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -204622.890625 Penalty: 800.121948
	Iteration 9Q: 3 clusters Score -204622.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -204734.156250 Penalty: 800.121948
	Iteration 10Q: 3 clusters Score -204734.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -204807.515625 Penalty: 800.121948
	Iteration 11Q: 3 clusters Score -204807.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -204857.312500 Penalty: 800.121948
	Iteration 12Q: 3 clusters Score -204857.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -204875.218750 Penalty: 800.121948
	Iteration 13Q: 3 clusters Score -204875.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -204884.750000 Penalty: 800.121948
	Iteration 14Q: 3 clusters Score -204884.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -204893.703125 Penalty: 800.121948
	Iteration 15Q: 3 clusters Score -204893.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -204904.218750 Penalty: 800.121948
	Iteration 16Q: 3 clusters Score -204904.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -204909.781250 Penalty: 800.121948
	Iteration 17Q: 3 clusters Score -204909.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -204912.437500 Penalty: 800.121948
	Iteration 18Q: 3 clusters Score -204912.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -204913.093750 Penalty: 800.121948
	Iteration 19Q: 3 clusters Score -204913.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -204916.203125 Penalty: 800.121948
	Iteration 20F: 3 clusters Score -204916.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -204919.656250 Penalty: 800.121948
	Iteration 21Q: 3 clusters Score -204919.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -204921.718750 Penalty: 800.121948
	Iteration 22Q: 3 clusters Score -204921.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -204922.406250 Penalty: 800.121948
	Iteration 23Q: 3 clusters Score -204922.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -204922.406250 Penalty: 800.121948
	Iteration 24F: 3 clusters Score -204922.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -23057.216797 Penalty: 296.284424
	Iteration 0F: 2 clusters Score -23057.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -22457.847656 Penalty: 592.568848
	Iteration 0F: 3 clusters Score -22457.85 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22599.271484 Penalty: 592.568848
	Iteration 1F: 3 clusters Score -22599.27 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -22627.257812 Penalty: 592.568848
	Iteration 2F: 3 clusters Score -22627.26 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -22645.207031 Penalty: 592.568848
	Iteration 3Q: 3 clusters Score -22645.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -22664.939453 Penalty: 592.568848
	Iteration 4Q: 3 clusters Score -22664.94 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22677.039062 Penalty: 592.568848
	Iteration 5Q: 3 clusters Score -22677.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -22687.566406 Penalty: 592.568848
	Iteration 6Q: 3 clusters Score -22687.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -22694.056641 Penalty: 592.568848
	Iteration 7Q: 3 clusters Score -22694.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -22701.097656 Penalty: 592.568848
	Iteration 8Q: 3 clusters Score -22701.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -22706.750000 Penalty: 592.568848
	Iteration 9Q: 3 clusters Score -22706.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22710.875000 Penalty: 592.568848
	Iteration 10Q: 3 clusters Score -22710.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -22713.136719 Penalty: 592.568848
	Iteration 11Q: 3 clusters Score -22713.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22714.197266 Penalty: 592.568848
	Iteration 12Q: 3 clusters Score -22714.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -22715.093750 Penalty: 592.568848
	Iteration 13Q: 3 clusters Score -22715.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -22716.257812 Penalty: 592.568848
	Iteration 14Q: 3 clusters Score -22716.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22716.699219 Penalty: 592.568848
	Iteration 15Q: 3 clusters Score -22716.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -22716.699219 Penalty: 592.568848
	Iteration 16F: 3 clusters Score -22716.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -106403.828125 Penalty: 372.774536
	Iteration 0F: 2 clusters Score -106403.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -103958.289062 Penalty: 745.549072
	Iteration 0F: 3 clusters Score -103958.3 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -104929.296875 Penalty: 745.549072
	Iteration 1F: 3 clusters Score -104929.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -105102.843750 Penalty: 745.549072
	Iteration 2F: 3 clusters Score -105102.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -105262.390625 Penalty: 745.549072
	Iteration 3F: 3 clusters Score -105262.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -105428.500000 Penalty: 745.549072
	Iteration 4F: 3 clusters Score -105428.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -105572.921875 Penalty: 745.549072
	Iteration 5F: 3 clusters Score -105572.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -105708.679688 Penalty: 745.549072
	Iteration 6Q: 3 clusters Score -105708.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -105812.468750 Penalty: 745.549072
	Iteration 7Q: 3 clusters Score -105812.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -105900.890625 Penalty: 745.549072
	Iteration 8Q: 3 clusters Score -105900.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -105966.664062 Penalty: 745.549072
	Iteration 9Q: 3 clusters Score -105966.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -105997.289062 Penalty: 745.549072
	Iteration 10Q: 3 clusters Score -105997.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -106017.476562 Penalty: 745.549072
	Iteration 11Q: 3 clusters Score -106017.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -106031.679688 Penalty: 745.549072
	Iteration 12Q: 3 clusters Score -106031.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -106040.632812 Penalty: 745.549072
	Iteration 13Q: 3 clusters Score -106040.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -106044.984375 Penalty: 745.549072
	Iteration 14Q: 3 clusters Score -106045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -106047.554688 Penalty: 745.549072
	Iteration 15Q: 3 clusters Score -106047.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -106049.007812 Penalty: 745.549072
	Iteration 16Q: 3 clusters Score -106049 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -106049.796875 Penalty: 745.549072
	Iteration 17Q: 3 clusters Score -106049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -106049.812500 Penalty: 745.549072
	Iteration 18Q: 3 clusters Score -106049.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -106049.648438 Penalty: 745.549072
	Iteration 19Q: 3 clusters Score -106049.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -106049.914062 Penalty: 745.549072
	Iteration 20F: 3 clusters Score -106049.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -106050.625000 Penalty: 745.549072
	Iteration 21Q: 3 clusters Score -106050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -106051.148438 Penalty: 745.549072
	Iteration 22Q: 3 clusters Score -106051.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -106051.242188 Penalty: 745.549072
	Iteration 23Q: 3 clusters Score -106051.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -106051.414062 Penalty: 745.549072
	Iteration 24Q: 3 clusters Score -106051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -106051.609375 Penalty: 745.549072
	Iteration 25Q: 3 clusters Score -106051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -106051.476562 Penalty: 745.549072
	Iteration 26Q: 3 clusters Score -106051.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -106052.390625 Penalty: 745.549072
	Iteration 27Q: 3 clusters Score -106052.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -106052.781250 Penalty: 745.549072
	Iteration 28Q: 3 clusters Score -106052.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -106053.750000 Penalty: 745.549072
	Iteration 29Q: 3 clusters Score -106053.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -106055.523438 Penalty: 745.549072
	Iteration 30Q: 3 clusters Score -106055.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -106057.718750 Penalty: 745.549072
	Iteration 31Q: 3 clusters Score -106057.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -106060.578125 Penalty: 745.549072
	Iteration 32Q: 3 clusters Score -106060.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -106063.148438 Penalty: 745.549072
	Iteration 33Q: 3 clusters Score -106063.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -106064.453125 Penalty: 745.549072
	Iteration 34Q: 3 clusters Score -106064.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -106065.570312 Penalty: 745.549072
	Iteration 35Q: 3 clusters Score -106065.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -106067.187500 Penalty: 745.549072
	Iteration 36Q: 3 clusters Score -106067.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -106067.984375 Penalty: 745.549072
	Iteration 37Q: 3 clusters Score -106068 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -106071.078125 Penalty: 745.549072
	Iteration 38Q: 3 clusters Score -106071.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -106075.226562 Penalty: 745.549072
	Iteration 39Q: 3 clusters Score -106075.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -106077.531250 Penalty: 745.549072
	Iteration 40F: 3 clusters Score -106077.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -106079.507812 Penalty: 745.549072
	Iteration 41Q: 3 clusters Score -106079.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -106082.046875 Penalty: 745.549072
	Iteration 42Q: 3 clusters Score -106082 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -106084.453125 Penalty: 745.549072
	Iteration 43Q: 3 clusters Score -106084.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -106086.539062 Penalty: 745.549072
	Iteration 44Q: 3 clusters Score -106086.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -106089.734375 Penalty: 745.549072
	Iteration 45Q: 3 clusters Score -106089.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -106095.242188 Penalty: 745.549072
	Iteration 46Q: 3 clusters Score -106095.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -106100.734375 Penalty: 745.549072
	Iteration 47Q: 3 clusters Score -106100.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -106109.820312 Penalty: 745.549072
	Iteration 48Q: 3 clusters Score -106109.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -106123.593750 Penalty: 745.549072
	Iteration 49Q: 3 clusters Score -106123.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -106134.304688 Penalty: 745.549072
	Iteration 50Q: 3 clusters Score -106134.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -106143.148438 Penalty: 745.549072
	Iteration 51Q: 3 clusters Score -106143.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -106156.132812 Penalty: 745.549072
	Iteration 52Q: 3 clusters Score -106156.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -106172.164062 Penalty: 745.549072
	Iteration 53Q: 3 clusters Score -106172.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -106186.101562 Penalty: 745.549072
	Iteration 54Q: 3 clusters Score -106186.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -106197.140625 Penalty: 745.549072
	Iteration 55Q: 3 clusters Score -106197.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -106207.632812 Penalty: 745.549072
	Iteration 56Q: 3 clusters Score -106207.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -106213.656250 Penalty: 745.549072
	Iteration 57Q: 3 clusters Score -106213.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -106216.531250 Penalty: 745.549072
	Iteration 58Q: 3 clusters Score -106216.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -106221.343750 Penalty: 745.549072
	Iteration 59Q: 3 clusters Score -106221.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -106225.906250 Penalty: 745.549072
	Iteration 60F: 3 clusters Score -106225.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -106230.484375 Penalty: 745.549072
	Iteration 61Q: 3 clusters Score -106230.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -106232.250000 Penalty: 745.549072
	Iteration 62Q: 3 clusters Score -106232.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -106235.820312 Penalty: 745.549072
	Iteration 63Q: 3 clusters Score -106235.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -106239.585938 Penalty: 745.549072
	Iteration 64Q: 3 clusters Score -106239.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -106243.554688 Penalty: 745.549072
	Iteration 65Q: 3 clusters Score -106243.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -106247.640625 Penalty: 745.549072
	Iteration 66Q: 3 clusters Score -106247.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -106254.117188 Penalty: 745.549072
	Iteration 67Q: 3 clusters Score -106254.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -106256.273438 Penalty: 745.549072
	Iteration 68Q: 3 clusters Score -106256.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -106258.609375 Penalty: 745.549072
	Iteration 69Q: 3 clusters Score -106258.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -106261.578125 Penalty: 745.549072
	Iteration 70Q: 3 clusters Score -106261.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -106264.203125 Penalty: 745.549072
	Iteration 71Q: 3 clusters Score -106264.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -106266.000000 Penalty: 745.549072
	Iteration 72Q: 3 clusters Score -106266 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -106267.750000 Penalty: 745.549072
	Iteration 73Q: 3 clusters Score -106267.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -106268.789062 Penalty: 745.549072
	Iteration 74Q: 3 clusters Score -106268.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -106269.632812 Penalty: 745.549072
	Iteration 75Q: 3 clusters Score -106269.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -106270.539062 Penalty: 745.549072
	Iteration 76Q: 3 clusters Score -106270.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -106270.851562 Penalty: 745.549072
	Iteration 77Q: 3 clusters Score -106270.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -106270.882812 Penalty: 745.549072
	Iteration 78Q: 3 clusters Score -106270.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -106270.882812 Penalty: 745.549072
	Iteration 79F: 3 clusters Score -106270.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -106897.609375 Penalty: 372.736755
	Iteration 0F: 2 clusters Score -106897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -104416.367188 Penalty: 745.473511
	Iteration 0F: 3 clusters Score -104416.4 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -105272.179688 Penalty: 745.473511
	Iteration 1F: 3 clusters Score -105272.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -105353.984375 Penalty: 745.473511
	Iteration 2F: 3 clusters Score -105354 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -105437.859375 Penalty: 745.473511
	Iteration 3Q: 3 clusters Score -105437.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -105538.937500 Penalty: 745.473511
	Iteration 4F: 3 clusters Score -105538.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -105672.992188 Penalty: 745.473511
	Iteration 5F: 3 clusters Score -105673 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -105789.914062 Penalty: 745.473511
	Iteration 6F: 3 clusters Score -105789.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -105885.992188 Penalty: 745.473511
	Iteration 7F: 3 clusters Score -105886 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -105975.882812 Penalty: 745.473511
	Iteration 8Q: 3 clusters Score -105975.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -106075.210938 Penalty: 745.473511
	Iteration 9Q: 3 clusters Score -106075.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -106202.937500 Penalty: 745.473511
	Iteration 10Q: 3 clusters Score -106202.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -106333.937500 Penalty: 745.473511
	Iteration 11Q: 3 clusters Score -106333.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -106443.789062 Penalty: 745.473511
	Iteration 12Q: 3 clusters Score -106443.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -106529.828125 Penalty: 745.473511
	Iteration 13Q: 3 clusters Score -106529.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -106579.078125 Penalty: 745.473511
	Iteration 14Q: 3 clusters Score -106579.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -106615.304688 Penalty: 745.473511
	Iteration 15Q: 3 clusters Score -106615.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -106636.609375 Penalty: 745.473511
	Iteration 16Q: 3 clusters Score -106636.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -106647.625000 Penalty: 745.473511
	Iteration 17Q: 3 clusters Score -106647.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -106654.984375 Penalty: 745.473511
	Iteration 18Q: 3 clusters Score -106655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -106659.539062 Penalty: 745.473511
	Iteration 19Q: 3 clusters Score -106659.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -106663.531250 Penalty: 745.473511
	Iteration 20F: 3 clusters Score -106663.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -106665.656250 Penalty: 745.473511
	Iteration 21Q: 3 clusters Score -106665.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -106667.585938 Penalty: 745.473511
	Iteration 22Q: 3 clusters Score -106667.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -106669.851562 Penalty: 745.473511
	Iteration 23Q: 3 clusters Score -106669.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -106673.945312 Penalty: 745.473511
	Iteration 24Q: 3 clusters Score -106673.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -106675.312500 Penalty: 745.473511
	Iteration 25Q: 3 clusters Score -106675.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -106675.757812 Penalty: 745.473511
	Iteration 26Q: 3 clusters Score -106675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -106678.382812 Penalty: 745.473511
	Iteration 27Q: 3 clusters Score -106678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -106680.164062 Penalty: 745.473511
	Iteration 28Q: 3 clusters Score -106680.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -106681.031250 Penalty: 745.473511
	Iteration 29Q: 3 clusters Score -106681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -106682.148438 Penalty: 745.473511
	Iteration 30Q: 3 clusters Score -106682.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -106683.898438 Penalty: 745.473511
	Iteration 31Q: 3 clusters Score -106683.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -106685.343750 Penalty: 745.473511
	Iteration 32Q: 3 clusters Score -106685.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -106685.492188 Penalty: 745.473511
	Iteration 33Q: 3 clusters Score -106685.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -106685.492188 Penalty: 745.473511
	Iteration 34F: 3 clusters Score -106685.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Entering Unmasked Estep 
Score: -199057.234375 Penalty: 396.520325
	Iteration 0F: 2 clusters Score -199057.2 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 3010 members 
Entering Unmasked Estep 
Score: -195000.453125 Penalty: 793.040649
	Iteration 0F: 3 clusters Score -195000.5 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -196644.859375 Penalty: 793.040649
	Iteration 1F: 3 clusters Score -196644.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -196860.937500 Penalty: 793.040649
	Iteration 2F: 3 clusters Score -196860.9 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -197161.890625 Penalty: 793.040649
	Iteration 3F: 3 clusters Score -197161.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -197513.531250 Penalty: 793.040649
	Iteration 4F: 3 clusters Score -197513.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -197838.250000 Penalty: 793.040649
	Iteration 5F: 3 clusters Score -197838.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -198129.609375 Penalty: 793.040649
	Iteration 6F: 3 clusters Score -198129.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -198277.656250 Penalty: 793.040649
	Iteration 7Q: 3 clusters Score -198277.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -198337.062500 Penalty: 793.040649
	Iteration 8Q: 3 clusters Score -198337.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -198373.515625 Penalty: 793.040649
	Iteration 9Q: 3 clusters Score -198373.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -198396.156250 Penalty: 793.040649
	Iteration 10Q: 3 clusters Score -198396.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -198413.484375 Penalty: 793.040649
	Iteration 11Q: 3 clusters Score -198413.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -198430.390625 Penalty: 793.040649
	Iteration 12Q: 3 clusters Score -198430.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -198442.609375 Penalty: 793.040649
	Iteration 13Q: 3 clusters Score -198442.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -198453.250000 Penalty: 793.040649
	Iteration 14Q: 3 clusters Score -198453.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -198460.640625 Penalty: 793.040649
	Iteration 15Q: 3 clusters Score -198460.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -198466.937500 Penalty: 793.040649
	Iteration 16Q: 3 clusters Score -198466.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -198475.859375 Penalty: 793.040649
	Iteration 17Q: 3 clusters Score -198475.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -198482.421875 Penalty: 793.040649
	Iteration 18Q: 3 clusters Score -198482.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -198488.140625 Penalty: 793.040649
	Iteration 19Q: 3 clusters Score -198488.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -198493.390625 Penalty: 793.040649
	Iteration 20F: 3 clusters Score -198493.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -198501.984375 Penalty: 793.040649
	Iteration 21Q: 3 clusters Score -198502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -198509.015625 Penalty: 793.040649
	Iteration 22Q: 3 clusters Score -198509 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -198517.828125 Penalty: 793.040649
	Iteration 23Q: 3 clusters Score -198517.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -198528.734375 Penalty: 793.040649
	Iteration 24Q: 3 clusters Score -198528.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -198538.468750 Penalty: 793.040649
	Iteration 25Q: 3 clusters Score -198538.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -198548.437500 Penalty: 793.040649
	Iteration 26Q: 3 clusters Score -198548.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -198558.390625 Penalty: 793.040649
	Iteration 27Q: 3 clusters Score -198558.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -198565.093750 Penalty: 793.040649
	Iteration 28Q: 3 clusters Score -198565.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -198571.968750 Penalty: 793.040649
	Iteration 29Q: 3 clusters Score -198572 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -198576.609375 Penalty: 793.040649
	Iteration 30Q: 3 clusters Score -198576.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -198579.390625 Penalty: 793.040649
	Iteration 31Q: 3 clusters Score -198579.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -198581.078125 Penalty: 793.040649
	Iteration 32Q: 3 clusters Score -198581.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -198582.906250 Penalty: 793.040649
	Iteration 33Q: 3 clusters Score -198582.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -198585.312500 Penalty: 793.040649
	Iteration 34Q: 3 clusters Score -198585.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -198588.453125 Penalty: 793.040649
	Iteration 35Q: 3 clusters Score -198588.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -198590.718750 Penalty: 793.040649
	Iteration 36Q: 3 clusters Score -198590.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -198593.359375 Penalty: 793.040649
	Iteration 37Q: 3 clusters Score -198593.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -198595.765625 Penalty: 793.040649
	Iteration 38Q: 3 clusters Score -198595.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -198596.578125 Penalty: 793.040649
	Iteration 39Q: 3 clusters Score -198596.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -198598.375000 Penalty: 793.040649
	Iteration 40F: 3 clusters Score -198598.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -198600.109375 Penalty: 793.040649
	Iteration 41Q: 3 clusters Score -198600.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -198600.750000 Penalty: 793.040649
	Iteration 42Q: 3 clusters Score -198600.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -198602.000000 Penalty: 793.040649
	Iteration 43Q: 3 clusters Score -198602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -198603.218750 Penalty: 793.040649
	Iteration 44Q: 3 clusters Score -198603.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -198603.828125 Penalty: 793.040649
	Iteration 45Q: 3 clusters Score -198603.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -198604.921875 Penalty: 793.040649
	Iteration 46Q: 3 clusters Score -198604.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -198605.406250 Penalty: 793.040649
	Iteration 47Q: 3 clusters Score -198605.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -198605.750000 Penalty: 793.040649
	Iteration 48Q: 3 clusters Score -198605.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -198606.562500 Penalty: 793.040649
	Iteration 49Q: 3 clusters Score -198606.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -198607.906250 Penalty: 793.040649
	Iteration 50Q: 3 clusters Score -198607.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -198609.312500 Penalty: 793.040649
	Iteration 51Q: 3 clusters Score -198609.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -198610.640625 Penalty: 793.040649
	Iteration 52Q: 3 clusters Score -198610.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -198612.328125 Penalty: 793.040649
	Iteration 53Q: 3 clusters Score -198612.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -198613.812500 Penalty: 793.040649
	Iteration 54Q: 3 clusters Score -198613.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -198614.937500 Penalty: 793.040649
	Iteration 55Q: 3 clusters Score -198614.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -198615.453125 Penalty: 793.040649
	Iteration 56Q: 3 clusters Score -198615.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -198616.562500 Penalty: 793.040649
	Iteration 57Q: 3 clusters Score -198616.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -198617.578125 Penalty: 793.040649
	Iteration 58Q: 3 clusters Score -198617.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -198617.656250 Penalty: 793.040649
	Iteration 59Q: 3 clusters Score -198617.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -198617.671875 Penalty: 793.040649
	Iteration 60F: 3 clusters Score -198617.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -198618.609375 Penalty: 793.040649
	Iteration 61Q: 3 clusters Score -198618.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -198618.781250 Penalty: 793.040649
	Iteration 62Q: 3 clusters Score -198618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -198618.843750 Penalty: 793.040649
	Iteration 63Q: 3 clusters Score -198618.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -198619.625000 Penalty: 793.040649
	Iteration 64Q: 3 clusters Score -198619.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -198619.421875 Penalty: 793.040649
	Iteration 65Q: 3 clusters Score -198619.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -198619.453125 Penalty: 793.040649
	Iteration 66Q: 3 clusters Score -198619.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -198619.453125 Penalty: 793.040649
	Iteration 67F: 3 clusters Score -198619.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (149776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149776 members 
Entering Unmasked Estep 
Score: -4969693.500000 Penalty: 542.218750
	Iteration 0F: 2 clusters Score -4969694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74545 members 
Mstep: Class 2 contains 75231 members 
Entering Unmasked Estep 
Score: -4868181.500000 Penalty: 1084.437500
	Iteration 0F: 3 clusters Score -4868182 nChanged 73624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59907 members 
Mstep: Class 2 contains 89869 members 
Entering Unmasked Estep 
Score: -4916701.500000 Penalty: 1084.437500
	Iteration 1F: 3 clusters Score -4916702 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50889 members 
Mstep: Class 2 contains 98887 members 
Entering Unmasked Estep 
Score: -4922799.500000 Penalty: 1084.437500
	Iteration 2F: 3 clusters Score -4922800 nChanged 12152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 110463 members 
Entering Unmasked Estep 
Score: -4932449.500000 Penalty: 1084.437500
	Iteration 3F: 3 clusters Score -4932450 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 122871 members 
Entering Unmasked Estep 
Score: -4944277.000000 Penalty: 1084.437500
	Iteration 4F: 3 clusters Score -4944277 nChanged 10835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 133588 members 
Entering Unmasked Estep 
Score: -4954779.000000 Penalty: 1084.437500
	Iteration 5F: 3 clusters Score -4954779 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 140964 members 
Entering Unmasked Estep 
Score: -4961893.500000 Penalty: 1084.437500
	Iteration 6Q: 3 clusters Score -4961894 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 145376 members 
Entering Unmasked Estep 
Score: -4965852.500000 Penalty: 1084.437500
	Iteration 7Q: 3 clusters Score -4965852 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 147665 members 
Entering Unmasked Estep 
Score: -4967741.000000 Penalty: 1084.437500
	Iteration 8Q: 3 clusters Score -4967741 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 148778 members 
Entering Unmasked Estep 
Score: -4968543.000000 Penalty: 1084.437500
	Iteration 9Q: 3 clusters Score -4968543 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 149313 members 
Entering Unmasked Estep 
Score: -4968942.500000 Penalty: 1084.437500
	Iteration 10Q: 3 clusters Score -4968942 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 149532 members 
Entering Unmasked Estep 
Score: -4969112.000000 Penalty: 1084.437500
	Iteration 11Q: 3 clusters Score -4969112 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 149618 members 
Entering Unmasked Estep 
Score: -4969186.500000 Penalty: 1084.437500
	Iteration 12Q: 3 clusters Score -4969186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 149648 members 
Entering Unmasked Estep 
Score: -4969215.500000 Penalty: 1084.437500
	Iteration 13Q: 3 clusters Score -4969216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 149656 members 
Entering Unmasked Estep 
Score: -4969226.500000 Penalty: 1084.437500
	Iteration 14Q: 3 clusters Score -4969226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 149659 members 
Entering Unmasked Estep 
Score: -4969235.500000 Penalty: 1084.437500
	Iteration 15Q: 3 clusters Score -4969236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149661 members 
Entering Unmasked Estep 
Score: -4969249.000000 Penalty: 1084.437500
	Iteration 16Q: 3 clusters Score -4969249 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149661 members 
Entering Unmasked Estep 
Score: -4969251.500000 Penalty: 1084.437500
	Iteration 17Q: 3 clusters Score -4969252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149661 members 
Entering Unmasked Estep 
Score: -4969259.000000 Penalty: 1084.437500
	Iteration 18Q: 3 clusters Score -4969259 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 149660 members 
Entering Unmasked Estep 
Score: -4969261.500000 Penalty: 1084.437500
	Iteration 19Q: 3 clusters Score -4969262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149661 members 
Entering Unmasked Estep 
Score: -4969263.500000 Penalty: 1084.437500
	Iteration 20F: 3 clusters Score -4969264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 149665 members 
Entering Unmasked Estep 
Score: -4969266.500000 Penalty: 1084.437500
	Iteration 21Q: 3 clusters Score -4969266 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 149664 members 
Entering Unmasked Estep 
Score: -4969275.000000 Penalty: 1084.437500
	Iteration 22Q: 3 clusters Score -4969275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 149660 members 
Entering Unmasked Estep 
Score: -4969274.000000 Penalty: 1084.437500
	Iteration 23Q: 3 clusters Score -4969274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149661 members 
Entering Unmasked Estep 
Score: -4969280.000000 Penalty: 1084.437500
	Iteration 24Q: 3 clusters Score -4969280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 149662 members 
Entering Unmasked Estep 
Score: -4969283.500000 Penalty: 1084.437500
	Iteration 25Q: 3 clusters Score -4969284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 149664 members 
Entering Unmasked Estep 
Score: -4969287.500000 Penalty: 1084.437500
	Iteration 26Q: 3 clusters Score -4969288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 149664 members 
Entering Unmasked Estep 
Score: -4969287.500000 Penalty: 1084.437500
	Iteration 27F: 3 clusters Score -4969288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Entering Unmasked Estep 
Score: -723567.687500 Penalty: 458.126099
	Iteration 0F: 2 clusters Score -723567.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -707589.062500 Penalty: 916.252197
	Iteration 0F: 3 clusters Score -707589.1 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -714749.250000 Penalty: 916.252197
	Iteration 1F: 3 clusters Score -714749.2 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -715512.062500 Penalty: 916.252197
	Iteration 2F: 3 clusters Score -715512.1 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -716463.750000 Penalty: 916.252197
	Iteration 3F: 3 clusters Score -716463.8 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -717585.312500 Penalty: 916.252197
	Iteration 4F: 3 clusters Score -717585.3 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 15379 members 
Entering Unmasked Estep 
Score: -718770.187500 Penalty: 916.252197
	Iteration 5F: 3 clusters Score -718770.2 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -719683.250000 Penalty: 916.252197
	Iteration 6F: 3 clusters Score -719683.2 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -720189.937500 Penalty: 916.252197
	Iteration 7Q: 3 clusters Score -720189.9 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -720406.625000 Penalty: 916.252197
	Iteration 8Q: 3 clusters Score -720406.6 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -720507.375000 Penalty: 916.252197
	Iteration 9Q: 3 clusters Score -720507.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -720558.750000 Penalty: 916.252197
	Iteration 10Q: 3 clusters Score -720558.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -720595.562500 Penalty: 916.252197
	Iteration 11Q: 3 clusters Score -720595.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -720623.937500 Penalty: 916.252197
	Iteration 12Q: 3 clusters Score -720623.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -720656.937500 Penalty: 916.252197
	Iteration 13Q: 3 clusters Score -720656.9 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -720685.000000 Penalty: 916.252197
	Iteration 14Q: 3 clusters Score -720685 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -720728.562500 Penalty: 916.252197
	Iteration 15Q: 3 clusters Score -720728.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -720779.062500 Penalty: 916.252197
	Iteration 16Q: 3 clusters Score -720779.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -720824.750000 Penalty: 916.252197
	Iteration 17Q: 3 clusters Score -720824.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -720880.125000 Penalty: 916.252197
	Iteration 18Q: 3 clusters Score -720880.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -720950.562500 Penalty: 916.252197
	Iteration 19Q: 3 clusters Score -720950.6 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -721040.062500 Penalty: 916.252197
	Iteration 20F: 3 clusters Score -721040.1 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -721161.062500 Penalty: 916.252197
	Iteration 21Q: 3 clusters Score -721161.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 19446 members 
Entering Unmasked Estep 
Score: -721319.250000 Penalty: 916.252197
	Iteration 22Q: 3 clusters Score -721319.2 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -721513.000000 Penalty: 916.252197
	Iteration 23Q: 3 clusters Score -721513 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -721739.375000 Penalty: 916.252197
	Iteration 24Q: 3 clusters Score -721739.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -721960.937500 Penalty: 916.252197
	Iteration 25Q: 3 clusters Score -721960.9 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -722186.500000 Penalty: 916.252197
	Iteration 26Q: 3 clusters Score -722186.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -722407.937500 Penalty: 916.252197
	Iteration 27Q: 3 clusters Score -722407.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -722592.312500 Penalty: 916.252197
	Iteration 28Q: 3 clusters Score -722592.3 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -722749.750000 Penalty: 916.252197
	Iteration 29Q: 3 clusters Score -722749.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 22353 members 
Entering Unmasked Estep 
Score: -722889.750000 Penalty: 916.252197
	Iteration 30Q: 3 clusters Score -722889.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -722978.875000 Penalty: 916.252197
	Iteration 31Q: 3 clusters Score -722978.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -723038.250000 Penalty: 916.252197
	Iteration 32Q: 3 clusters Score -723038.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -723074.500000 Penalty: 916.252197
	Iteration 33Q: 3 clusters Score -723074.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -723097.562500 Penalty: 916.252197
	Iteration 34Q: 3 clusters Score -723097.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -723117.500000 Penalty: 916.252197
	Iteration 35Q: 3 clusters Score -723117.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -723135.437500 Penalty: 916.252197
	Iteration 36Q: 3 clusters Score -723135.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -723151.000000 Penalty: 916.252197
	Iteration 37Q: 3 clusters Score -723151 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -723166.625000 Penalty: 916.252197
	Iteration 38Q: 3 clusters Score -723166.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -723176.437500 Penalty: 916.252197
	Iteration 39Q: 3 clusters Score -723176.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 23063 members 
Entering Unmasked Estep 
Score: -723180.937500 Penalty: 916.252197
	Iteration 40F: 3 clusters Score -723180.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -723185.687500 Penalty: 916.252197
	Iteration 41Q: 3 clusters Score -723185.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -723189.625000 Penalty: 916.252197
	Iteration 42Q: 3 clusters Score -723189.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -723192.687500 Penalty: 916.252197
	Iteration 43Q: 3 clusters Score -723192.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -723198.375000 Penalty: 916.252197
	Iteration 44Q: 3 clusters Score -723198.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -723199.687500 Penalty: 916.252197
	Iteration 45Q: 3 clusters Score -723199.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -723201.250000 Penalty: 916.252197
	Iteration 46Q: 3 clusters Score -723201.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -723202.062500 Penalty: 916.252197
	Iteration 47Q: 3 clusters Score -723202.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -723206.062500 Penalty: 916.252197
	Iteration 48Q: 3 clusters Score -723206.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -723206.875000 Penalty: 916.252197
	Iteration 49Q: 3 clusters Score -723206.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 23161 members 
Entering Unmasked Estep 
Score: -723209.187500 Penalty: 916.252197
	Iteration 50Q: 3 clusters Score -723209.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -723210.937500 Penalty: 916.252197
	Iteration 51Q: 3 clusters Score -723210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -723211.687500 Penalty: 916.252197
	Iteration 52Q: 3 clusters Score -723211.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -723214.125000 Penalty: 916.252197
	Iteration 53Q: 3 clusters Score -723214.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -723214.250000 Penalty: 916.252197
	Iteration 54Q: 3 clusters Score -723214.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -723214.187500 Penalty: 916.252197
	Iteration 55Q: 3 clusters Score -723214.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -723214.812500 Penalty: 916.252197
	Iteration 56Q: 3 clusters Score -723214.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -723215.562500 Penalty: 916.252197
	Iteration 57Q: 3 clusters Score -723215.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -723218.125000 Penalty: 916.252197
	Iteration 58Q: 3 clusters Score -723218.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -723219.125000 Penalty: 916.252197
	Iteration 59Q: 3 clusters Score -723219.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -723218.812500 Penalty: 916.252197
	Iteration 60F: 3 clusters Score -723218.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -723219.937500 Penalty: 916.252197
	Iteration 61Q: 3 clusters Score -723219.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -723220.000000 Penalty: 916.252197
	Iteration 62Q: 3 clusters Score -723220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -723219.375000 Penalty: 916.252197
	Iteration 63Q: 3 clusters Score -723219.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -723219.500000 Penalty: 916.252197
	Iteration 64Q: 3 clusters Score -723219.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -723219.500000 Penalty: 916.252197
	Iteration 65F: 3 clusters Score -723219.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -6671.379395 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -6671.379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6316.863770 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -6316.864 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -6438.484863 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -6438.485 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6460.528809 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -6460.529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6469.992676 Penalty: 523.484131
	Iteration 3Q: 3 clusters Score -6469.993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6479.194336 Penalty: 523.484131
	Iteration 4Q: 3 clusters Score -6479.194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6483.572754 Penalty: 523.484131
	Iteration 5Q: 3 clusters Score -6483.573 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6487.231445 Penalty: 523.484131
	Iteration 6Q: 3 clusters Score -6487.231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -6495.300781 Penalty: 523.484131
	Iteration 7Q: 3 clusters Score -6495.301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6497.586914 Penalty: 523.484131
	Iteration 8Q: 3 clusters Score -6497.587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -6502.117188 Penalty: 523.484131
	Iteration 9Q: 3 clusters Score -6502.117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -6504.908691 Penalty: 523.484131
	Iteration 10Q: 3 clusters Score -6504.909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6507.738281 Penalty: 523.484131
	Iteration 11Q: 3 clusters Score -6507.738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6517.208984 Penalty: 523.484131
	Iteration 12Q: 3 clusters Score -6517.209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6527.381348 Penalty: 523.484131
	Iteration 13Q: 3 clusters Score -6527.381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6529.271484 Penalty: 523.484131
	Iteration 14Q: 3 clusters Score -6529.271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6530.315430 Penalty: 523.484131
	Iteration 15Q: 3 clusters Score -6530.315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6531.386230 Penalty: 523.484131
	Iteration 16Q: 3 clusters Score -6531.386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6544.248047 Penalty: 523.484131
	Iteration 17Q: 3 clusters Score -6544.248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6547.265625 Penalty: 523.484131
	Iteration 18Q: 3 clusters Score -6547.266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6548.766113 Penalty: 523.484131
	Iteration 19Q: 3 clusters Score -6548.766 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -6549.056152 Penalty: 523.484131
	Iteration 20F: 3 clusters Score -6549.056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -6549.936035 Penalty: 523.484131
	Iteration 21Q: 3 clusters Score -6549.936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -6550.686523 Penalty: 523.484131
	Iteration 22Q: 3 clusters Score -6550.687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -6551.688965 Penalty: 523.484131
	Iteration 23Q: 3 clusters Score -6551.689 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -6552.379883 Penalty: 523.484131
	Iteration 24Q: 3 clusters Score -6552.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -6552.831055 Penalty: 523.484131
	Iteration 25Q: 3 clusters Score -6552.831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -6553.668457 Penalty: 523.484131
	Iteration 26Q: 3 clusters Score -6553.668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -6554.217773 Penalty: 523.484131
	Iteration 27Q: 3 clusters Score -6554.218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6554.481934 Penalty: 523.484131
	Iteration 28Q: 3 clusters Score -6554.482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -6554.481934 Penalty: 523.484131
	Iteration 29F: 3 clusters Score -6554.482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Entering Unmasked Estep 
Score: -1222010.750000 Penalty: 480.240875
	Iteration 0F: 2 clusters Score -1222011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -1196365.500000 Penalty: 960.481750
	Iteration 0F: 3 clusters Score -1196366 nChanged 18431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -1208348.000000 Penalty: 960.481750
	Iteration 1F: 3 clusters Score -1208348 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22908 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1209249.875000 Penalty: 960.481750
	Iteration 2F: 3 clusters Score -1209250 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -1210329.625000 Penalty: 960.481750
	Iteration 3F: 3 clusters Score -1210330 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -1211717.125000 Penalty: 960.481750
	Iteration 4F: 3 clusters Score -1211717 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -1213422.125000 Penalty: 960.481750
	Iteration 5F: 3 clusters Score -1213422 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1215373.000000 Penalty: 960.481750
	Iteration 6F: 3 clusters Score -1215373 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1217201.750000 Penalty: 960.481750
	Iteration 7F: 3 clusters Score -1217202 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1218433.250000 Penalty: 960.481750
	Iteration 8Q: 3 clusters Score -1218433 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1219221.375000 Penalty: 960.481750
	Iteration 9Q: 3 clusters Score -1219221 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1219825.250000 Penalty: 960.481750
	Iteration 10Q: 3 clusters Score -1219825 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -1220245.625000 Penalty: 960.481750
	Iteration 11Q: 3 clusters Score -1220246 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36594 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1220601.500000 Penalty: 960.481750
	Iteration 12Q: 3 clusters Score -1220602 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1220900.750000 Penalty: 960.481750
	Iteration 13Q: 3 clusters Score -1220901 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37347 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -1221115.625000 Penalty: 960.481750
	Iteration 14Q: 3 clusters Score -1221116 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37594 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1221289.500000 Penalty: 960.481750
	Iteration 15Q: 3 clusters Score -1221290 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1221406.375000 Penalty: 960.481750
	Iteration 16Q: 3 clusters Score -1221406 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1221467.375000 Penalty: 960.481750
	Iteration 17Q: 3 clusters Score -1221467 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37947 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1221505.750000 Penalty: 960.481750
	Iteration 18Q: 3 clusters Score -1221506 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1221533.625000 Penalty: 960.481750
	Iteration 19Q: 3 clusters Score -1221534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38029 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1221555.000000 Penalty: 960.481750
	Iteration 20F: 3 clusters Score -1221555 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1221567.625000 Penalty: 960.481750
	Iteration 21Q: 3 clusters Score -1221568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1221583.500000 Penalty: 960.481750
	Iteration 22Q: 3 clusters Score -1221584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38079 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1221609.125000 Penalty: 960.481750
	Iteration 23Q: 3 clusters Score -1221609 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38089 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -1221627.125000 Penalty: 960.481750
	Iteration 24Q: 3 clusters Score -1221627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -1221637.375000 Penalty: 960.481750
	Iteration 25Q: 3 clusters Score -1221637 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -1221647.875000 Penalty: 960.481750
	Iteration 26Q: 3 clusters Score -1221648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -1221656.375000 Penalty: 960.481750
	Iteration 27Q: 3 clusters Score -1221656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -1221659.000000 Penalty: 960.481750
	Iteration 28Q: 3 clusters Score -1221659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -1221665.750000 Penalty: 960.481750
	Iteration 29Q: 3 clusters Score -1221666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1221673.500000 Penalty: 960.481750
	Iteration 30Q: 3 clusters Score -1221674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38133 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -1221681.125000 Penalty: 960.481750
	Iteration 31Q: 3 clusters Score -1221681 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -1221685.875000 Penalty: 960.481750
	Iteration 32Q: 3 clusters Score -1221686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -1221687.000000 Penalty: 960.481750
	Iteration 33Q: 3 clusters Score -1221687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1221687.500000 Penalty: 960.481750
	Iteration 34Q: 3 clusters Score -1221688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -1221687.500000 Penalty: 960.481750
	Iteration 35F: 3 clusters Score -1221688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Entering Unmasked Estep 
Score: -631530.875000 Penalty: 447.555542
	Iteration 0F: 2 clusters Score -631530.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -619127.750000 Penalty: 895.111084
	Iteration 0F: 3 clusters Score -619127.8 nChanged 8807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -624338.625000 Penalty: 895.111084
	Iteration 1F: 3 clusters Score -624338.6 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -625095.125000 Penalty: 895.111084
	Iteration 2F: 3 clusters Score -625095.1 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -626263.750000 Penalty: 895.111084
	Iteration 3F: 3 clusters Score -626263.8 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -627861.187500 Penalty: 895.111084
	Iteration 4F: 3 clusters Score -627861.2 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -629406.687500 Penalty: 895.111084
	Iteration 5F: 3 clusters Score -629406.7 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -630403.000000 Penalty: 895.111084
	Iteration 6F: 3 clusters Score -630403 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -630856.062500 Penalty: 895.111084
	Iteration 7Q: 3 clusters Score -630856.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -631010.062500 Penalty: 895.111084
	Iteration 8Q: 3 clusters Score -631010.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -631059.125000 Penalty: 895.111084
	Iteration 9Q: 3 clusters Score -631059.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -631080.937500 Penalty: 895.111084
	Iteration 10Q: 3 clusters Score -631080.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -631097.000000 Penalty: 895.111084
	Iteration 11Q: 3 clusters Score -631097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 18604 members 
Entering Unmasked Estep 
Score: -631105.687500 Penalty: 895.111084
	Iteration 12Q: 3 clusters Score -631105.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -631108.187500 Penalty: 895.111084
	Iteration 13Q: 3 clusters Score -631108.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -631111.125000 Penalty: 895.111084
	Iteration 14Q: 3 clusters Score -631111.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -631112.062500 Penalty: 895.111084
	Iteration 15Q: 3 clusters Score -631112.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -631112.500000 Penalty: 895.111084
	Iteration 16Q: 3 clusters Score -631112.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -631114.250000 Penalty: 895.111084
	Iteration 17Q: 3 clusters Score -631114.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -631114.250000 Penalty: 895.111084
	Iteration 18F: 3 clusters Score -631114.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Entering Unmasked Estep 
Score: -188171.875000 Penalty: 399.181946
	Iteration 0F: 2 clusters Score -188171.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -183798.625000 Penalty: 798.363892
	Iteration 0F: 3 clusters Score -183798.6 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -185851.734375 Penalty: 798.363892
	Iteration 1F: 3 clusters Score -185851.7 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -186178.453125 Penalty: 798.363892
	Iteration 2F: 3 clusters Score -186178.5 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -186489.078125 Penalty: 798.363892
	Iteration 3F: 3 clusters Score -186489.1 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -186806.218750 Penalty: 798.363892
	Iteration 4F: 3 clusters Score -186806.2 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -187076.703125 Penalty: 798.363892
	Iteration 5F: 3 clusters Score -187076.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -187247.375000 Penalty: 798.363892
	Iteration 6Q: 3 clusters Score -187247.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -187355.906250 Penalty: 798.363892
	Iteration 7Q: 3 clusters Score -187355.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -187439.281250 Penalty: 798.363892
	Iteration 8Q: 3 clusters Score -187439.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -187492.140625 Penalty: 798.363892
	Iteration 9Q: 3 clusters Score -187492.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -187530.828125 Penalty: 798.363892
	Iteration 10Q: 3 clusters Score -187530.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -187555.656250 Penalty: 798.363892
	Iteration 11Q: 3 clusters Score -187555.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -187573.500000 Penalty: 798.363892
	Iteration 12Q: 3 clusters Score -187573.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -187587.656250 Penalty: 798.363892
	Iteration 13Q: 3 clusters Score -187587.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -187597.390625 Penalty: 798.363892
	Iteration 14Q: 3 clusters Score -187597.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -187604.421875 Penalty: 798.363892
	Iteration 15Q: 3 clusters Score -187604.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -187610.875000 Penalty: 798.363892
	Iteration 16Q: 3 clusters Score -187610.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -187616.656250 Penalty: 798.363892
	Iteration 17Q: 3 clusters Score -187616.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -187625.375000 Penalty: 798.363892
	Iteration 18Q: 3 clusters Score -187625.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -187632.453125 Penalty: 798.363892
	Iteration 19Q: 3 clusters Score -187632.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -187642.515625 Penalty: 798.363892
	Iteration 20F: 3 clusters Score -187642.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -187655.265625 Penalty: 798.363892
	Iteration 21Q: 3 clusters Score -187655.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -187671.046875 Penalty: 798.363892
	Iteration 22Q: 3 clusters Score -187671 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -187684.484375 Penalty: 798.363892
	Iteration 23Q: 3 clusters Score -187684.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -187700.125000 Penalty: 798.363892
	Iteration 24Q: 3 clusters Score -187700.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -187711.140625 Penalty: 798.363892
	Iteration 25Q: 3 clusters Score -187711.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -187720.953125 Penalty: 798.363892
	Iteration 26Q: 3 clusters Score -187721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -187733.171875 Penalty: 798.363892
	Iteration 27Q: 3 clusters Score -187733.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -187747.656250 Penalty: 798.363892
	Iteration 28Q: 3 clusters Score -187747.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -187757.640625 Penalty: 798.363892
	Iteration 29Q: 3 clusters Score -187757.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -187765.968750 Penalty: 798.363892
	Iteration 30Q: 3 clusters Score -187766 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -187774.093750 Penalty: 798.363892
	Iteration 31Q: 3 clusters Score -187774.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -187788.531250 Penalty: 798.363892
	Iteration 32Q: 3 clusters Score -187788.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -187812.281250 Penalty: 798.363892
	Iteration 33Q: 3 clusters Score -187812.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -187840.250000 Penalty: 798.363892
	Iteration 34Q: 3 clusters Score -187840.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -187856.593750 Penalty: 798.363892
	Iteration 35Q: 3 clusters Score -187856.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -187868.468750 Penalty: 798.363892
	Iteration 36Q: 3 clusters Score -187868.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -187873.781250 Penalty: 798.363892
	Iteration 37Q: 3 clusters Score -187873.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -187877.031250 Penalty: 798.363892
	Iteration 38Q: 3 clusters Score -187877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -187878.062500 Penalty: 798.363892
	Iteration 39Q: 3 clusters Score -187878.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -187878.312500 Penalty: 798.363892
	Iteration 40F: 3 clusters Score -187878.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -187878.453125 Penalty: 798.363892
	Iteration 41Q: 3 clusters Score -187878.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -187878.937500 Penalty: 798.363892
	Iteration 42Q: 3 clusters Score -187878.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -187878.765625 Penalty: 798.363892
	Iteration 43Q: 3 clusters Score -187878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -187879.062500 Penalty: 798.363892
	Iteration 44Q: 3 clusters Score -187879.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -187879.062500 Penalty: 798.363892
	Iteration 45F: 3 clusters Score -187879.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Entering Unmasked Estep 
Score: -667091.562500 Penalty: 451.554260
	Iteration 0F: 2 clusters Score -667091.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -653495.875000 Penalty: 903.108521
	Iteration 0F: 3 clusters Score -653495.9 nChanged 9689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -659257.562500 Penalty: 903.108521
	Iteration 1F: 3 clusters Score -659257.6 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11045 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -659586.250000 Penalty: 903.108521
	Iteration 2Q: 3 clusters Score -659586.2 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -659971.125000 Penalty: 903.108521
	Iteration 3Q: 3 clusters Score -659971.1 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -660446.500000 Penalty: 903.108521
	Iteration 4F: 3 clusters Score -660446.5 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -661036.375000 Penalty: 903.108521
	Iteration 5F: 3 clusters Score -661036.4 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -661802.125000 Penalty: 903.108521
	Iteration 6F: 3 clusters Score -661802.1 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14125 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -662715.187500 Penalty: 903.108521
	Iteration 7F: 3 clusters Score -662715.2 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -663621.687500 Penalty: 903.108521
	Iteration 8Q: 3 clusters Score -663621.7 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -664212.437500 Penalty: 903.108521
	Iteration 9Q: 3 clusters Score -664212.4 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -664541.000000 Penalty: 903.108521
	Iteration 10Q: 3 clusters Score -664541 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -664754.250000 Penalty: 903.108521
	Iteration 11Q: 3 clusters Score -664754.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -664909.562500 Penalty: 903.108521
	Iteration 12Q: 3 clusters Score -664909.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -665038.937500 Penalty: 903.108521
	Iteration 13Q: 3 clusters Score -665038.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -665140.312500 Penalty: 903.108521
	Iteration 14Q: 3 clusters Score -665140.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -665238.187500 Penalty: 903.108521
	Iteration 15Q: 3 clusters Score -665238.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -665321.625000 Penalty: 903.108521
	Iteration 16Q: 3 clusters Score -665321.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -665391.500000 Penalty: 903.108521
	Iteration 17Q: 3 clusters Score -665391.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -665465.000000 Penalty: 903.108521
	Iteration 18Q: 3 clusters Score -665465 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -665524.437500 Penalty: 903.108521
	Iteration 19Q: 3 clusters Score -665524.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -665559.250000 Penalty: 903.108521
	Iteration 20F: 3 clusters Score -665559.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -665595.312500 Penalty: 903.108521
	Iteration 21Q: 3 clusters Score -665595.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -665630.062500 Penalty: 903.108521
	Iteration 22Q: 3 clusters Score -665630.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -665667.687500 Penalty: 903.108521
	Iteration 23Q: 3 clusters Score -665667.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -665714.250000 Penalty: 903.108521
	Iteration 24Q: 3 clusters Score -665714.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -665760.937500 Penalty: 903.108521
	Iteration 25Q: 3 clusters Score -665760.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -665804.062500 Penalty: 903.108521
	Iteration 26Q: 3 clusters Score -665804.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -665835.562500 Penalty: 903.108521
	Iteration 27Q: 3 clusters Score -665835.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -665864.562500 Penalty: 903.108521
	Iteration 28Q: 3 clusters Score -665864.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -665889.375000 Penalty: 903.108521
	Iteration 29Q: 3 clusters Score -665889.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -665900.687500 Penalty: 903.108521
	Iteration 30Q: 3 clusters Score -665900.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -665918.062500 Penalty: 903.108521
	Iteration 31Q: 3 clusters Score -665918.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -665934.000000 Penalty: 903.108521
	Iteration 32Q: 3 clusters Score -665934 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -665947.562500 Penalty: 903.108521
	Iteration 33Q: 3 clusters Score -665947.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -665962.375000 Penalty: 903.108521
	Iteration 34Q: 3 clusters Score -665962.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -665978.250000 Penalty: 903.108521
	Iteration 35Q: 3 clusters Score -665978.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -666002.500000 Penalty: 903.108521
	Iteration 36Q: 3 clusters Score -666002.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -666020.937500 Penalty: 903.108521
	Iteration 37Q: 3 clusters Score -666020.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -666045.250000 Penalty: 903.108521
	Iteration 38Q: 3 clusters Score -666045.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -666074.437500 Penalty: 903.108521
	Iteration 39Q: 3 clusters Score -666074.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -666107.500000 Penalty: 903.108521
	Iteration 40F: 3 clusters Score -666107.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -666139.125000 Penalty: 903.108521
	Iteration 41Q: 3 clusters Score -666139.1 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -666174.375000 Penalty: 903.108521
	Iteration 42Q: 3 clusters Score -666174.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -666210.312500 Penalty: 903.108521
	Iteration 43Q: 3 clusters Score -666210.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -666258.250000 Penalty: 903.108521
	Iteration 44Q: 3 clusters Score -666258.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -666301.062500 Penalty: 903.108521
	Iteration 45Q: 3 clusters Score -666301.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -666335.375000 Penalty: 903.108521
	Iteration 46Q: 3 clusters Score -666335.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -666370.062500 Penalty: 903.108521
	Iteration 47Q: 3 clusters Score -666370.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -666409.187500 Penalty: 903.108521
	Iteration 48Q: 3 clusters Score -666409.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -666447.312500 Penalty: 903.108521
	Iteration 49Q: 3 clusters Score -666447.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -666478.000000 Penalty: 903.108521
	Iteration 50Q: 3 clusters Score -666478 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -666502.812500 Penalty: 903.108521
	Iteration 51Q: 3 clusters Score -666502.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -666526.937500 Penalty: 903.108521
	Iteration 52Q: 3 clusters Score -666526.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -666548.875000 Penalty: 903.108521
	Iteration 53Q: 3 clusters Score -666548.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -666568.375000 Penalty: 903.108521
	Iteration 54Q: 3 clusters Score -666568.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -666588.812500 Penalty: 903.108521
	Iteration 55Q: 3 clusters Score -666588.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -666604.062500 Penalty: 903.108521
	Iteration 56Q: 3 clusters Score -666604.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -666616.812500 Penalty: 903.108521
	Iteration 57Q: 3 clusters Score -666616.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -666627.937500 Penalty: 903.108521
	Iteration 58Q: 3 clusters Score -666627.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -666637.500000 Penalty: 903.108521
	Iteration 59Q: 3 clusters Score -666637.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -666643.750000 Penalty: 903.108521
	Iteration 60F: 3 clusters Score -666643.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -666652.750000 Penalty: 903.108521
	Iteration 61Q: 3 clusters Score -666652.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -666659.437500 Penalty: 903.108521
	Iteration 62Q: 3 clusters Score -666659.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19939 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -666664.562500 Penalty: 903.108521
	Iteration 63Q: 3 clusters Score -666664.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -666672.875000 Penalty: 903.108521
	Iteration 64Q: 3 clusters Score -666672.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -666681.750000 Penalty: 903.108521
	Iteration 65Q: 3 clusters Score -666681.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -666690.562500 Penalty: 903.108521
	Iteration 66Q: 3 clusters Score -666690.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -666700.937500 Penalty: 903.108521
	Iteration 67Q: 3 clusters Score -666700.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -666705.562500 Penalty: 903.108521
	Iteration 68Q: 3 clusters Score -666705.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20010 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -666709.312500 Penalty: 903.108521
	Iteration 69Q: 3 clusters Score -666709.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -666712.500000 Penalty: 903.108521
	Iteration 70Q: 3 clusters Score -666712.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -666717.562500 Penalty: 903.108521
	Iteration 71Q: 3 clusters Score -666717.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -666719.000000 Penalty: 903.108521
	Iteration 72Q: 3 clusters Score -666719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -666720.187500 Penalty: 903.108521
	Iteration 73Q: 3 clusters Score -666720.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -666723.187500 Penalty: 903.108521
	Iteration 74Q: 3 clusters Score -666723.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -666725.562500 Penalty: 903.108521
	Iteration 75Q: 3 clusters Score -666725.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -666727.437500 Penalty: 903.108521
	Iteration 76Q: 3 clusters Score -666727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -666727.812500 Penalty: 903.108521
	Iteration 77Q: 3 clusters Score -666727.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -666728.500000 Penalty: 903.108521
	Iteration 78Q: 3 clusters Score -666728.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -666729.062500 Penalty: 903.108521
	Iteration 79Q: 3 clusters Score -666729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -666730.875000 Penalty: 903.108521
	Iteration 80F: 3 clusters Score -666730.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -666731.750000 Penalty: 903.108521
	Iteration 81Q: 3 clusters Score -666731.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20062 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -666732.125000 Penalty: 903.108521
	Iteration 82Q: 3 clusters Score -666732.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20063 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -666732.250000 Penalty: 903.108521
	Iteration 83Q: 3 clusters Score -666732.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -666732.625000 Penalty: 903.108521
	Iteration 84Q: 3 clusters Score -666732.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -666734.625000 Penalty: 903.108521
	Iteration 85Q: 3 clusters Score -666734.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -666735.625000 Penalty: 903.108521
	Iteration 86Q: 3 clusters Score -666735.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20075 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -666737.375000 Penalty: 903.108521
	Iteration 87Q: 3 clusters Score -666737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -666737.812500 Penalty: 903.108521
	Iteration 88Q: 3 clusters Score -666737.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -666738.562500 Penalty: 903.108521
	Iteration 89Q: 3 clusters Score -666738.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -666738.562500 Penalty: 903.108521
	Iteration 90F: 3 clusters Score -666738.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (128743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128743 members 
Entering Unmasked Estep 
Score: -4212675.500000 Penalty: 535.333618
	Iteration 0F: 2 clusters Score -4212676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64373 members 
Mstep: Class 2 contains 64370 members 
Entering Unmasked Estep 
Score: -4125309.000000 Penalty: 1070.667236
	Iteration 0F: 3 clusters Score -4125309 nChanged 63206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63051 members 
Mstep: Class 2 contains 65692 members 
Entering Unmasked Estep 
Score: -4165023.750000 Penalty: 1070.667236
	Iteration 1F: 3 clusters Score -4165024 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62086 members 
Mstep: Class 2 contains 66657 members 
Entering Unmasked Estep 
Score: -4168283.250000 Penalty: 1070.667236
	Iteration 2Q: 3 clusters Score -4168283 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60811 members 
Mstep: Class 2 contains 67932 members 
Entering Unmasked Estep 
Score: -4173251.250000 Penalty: 1070.667236
	Iteration 3F: 3 clusters Score -4173251 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59570 members 
Mstep: Class 2 contains 69173 members 
Entering Unmasked Estep 
Score: -4179694.750000 Penalty: 1070.667236
	Iteration 4F: 3 clusters Score -4179695 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58579 members 
Mstep: Class 2 contains 70164 members 
Entering Unmasked Estep 
Score: -4185257.250000 Penalty: 1070.667236
	Iteration 5F: 3 clusters Score -4185257 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57841 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -4187773.250000 Penalty: 1070.667236
	Iteration 6Q: 3 clusters Score -4187773 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57094 members 
Mstep: Class 2 contains 71649 members 
Entering Unmasked Estep 
Score: -4188458.750000 Penalty: 1070.667236
	Iteration 7Q: 3 clusters Score -4188459 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56231 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -4188752.750000 Penalty: 1070.667236
	Iteration 8Q: 3 clusters Score -4188753 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55303 members 
Mstep: Class 2 contains 73440 members 
Entering Unmasked Estep 
Score: -4188924.000000 Penalty: 1070.667236
	Iteration 9Q: 3 clusters Score -4188924 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54294 members 
Mstep: Class 2 contains 74449 members 
Entering Unmasked Estep 
Score: -4189086.000000 Penalty: 1070.667236
	Iteration 10Q: 3 clusters Score -4189086 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 75618 members 
Entering Unmasked Estep 
Score: -4189274.000000 Penalty: 1070.667236
	Iteration 11Q: 3 clusters Score -4189274 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 76854 members 
Entering Unmasked Estep 
Score: -4189441.750000 Penalty: 1070.667236
	Iteration 12Q: 3 clusters Score -4189442 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 78254 members 
Entering Unmasked Estep 
Score: -4189731.000000 Penalty: 1070.667236
	Iteration 13Q: 3 clusters Score -4189731 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 79893 members 
Entering Unmasked Estep 
Score: -4190074.000000 Penalty: 1070.667236
	Iteration 14Q: 3 clusters Score -4190074 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47035 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -4190494.250000 Penalty: 1070.667236
	Iteration 15Q: 3 clusters Score -4190494 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 83676 members 
Entering Unmasked Estep 
Score: -4191003.500000 Penalty: 1070.667236
	Iteration 16Q: 3 clusters Score -4191004 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 85862 members 
Entering Unmasked Estep 
Score: -4191597.000000 Penalty: 1070.667236
	Iteration 17Q: 3 clusters Score -4191597 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 88191 members 
Entering Unmasked Estep 
Score: -4192274.250000 Penalty: 1070.667236
	Iteration 18Q: 3 clusters Score -4192274 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 90617 members 
Entering Unmasked Estep 
Score: -4193102.750000 Penalty: 1070.667236
	Iteration 19Q: 3 clusters Score -4193103 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 93240 members 
Entering Unmasked Estep 
Score: -4194085.000000 Penalty: 1070.667236
	Iteration 20F: 3 clusters Score -4194085 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32777 members 
Mstep: Class 2 contains 95966 members 
Entering Unmasked Estep 
Score: -4195196.000000 Penalty: 1070.667236
	Iteration 21Q: 3 clusters Score -4195196 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 98802 members 
Entering Unmasked Estep 
Score: -4196484.000000 Penalty: 1070.667236
	Iteration 22Q: 3 clusters Score -4196484 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27063 members 
Mstep: Class 2 contains 101680 members 
Entering Unmasked Estep 
Score: -4197966.500000 Penalty: 1070.667236
	Iteration 23Q: 3 clusters Score -4197966 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 104462 members 
Entering Unmasked Estep 
Score: -4199491.500000 Penalty: 1070.667236
	Iteration 24Q: 3 clusters Score -4199492 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 107118 members 
Entering Unmasked Estep 
Score: -4201028.000000 Penalty: 1070.667236
	Iteration 25Q: 3 clusters Score -4201028 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 109552 members 
Entering Unmasked Estep 
Score: -4202661.500000 Penalty: 1070.667236
	Iteration 26Q: 3 clusters Score -4202662 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 111728 members 
Entering Unmasked Estep 
Score: -4204156.000000 Penalty: 1070.667236
	Iteration 27Q: 3 clusters Score -4204156 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15168 members 
Mstep: Class 2 contains 113575 members 
Entering Unmasked Estep 
Score: -4205512.000000 Penalty: 1070.667236
	Iteration 28Q: 3 clusters Score -4205512 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 115146 members 
Entering Unmasked Estep 
Score: -4206704.500000 Penalty: 1070.667236
	Iteration 29Q: 3 clusters Score -4206704 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 116406 members 
Entering Unmasked Estep 
Score: -4207745.500000 Penalty: 1070.667236
	Iteration 30Q: 3 clusters Score -4207746 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 117427 members 
Entering Unmasked Estep 
Score: -4208547.000000 Penalty: 1070.667236
	Iteration 31Q: 3 clusters Score -4208547 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 118255 members 
Entering Unmasked Estep 
Score: -4209121.500000 Penalty: 1070.667236
	Iteration 32Q: 3 clusters Score -4209122 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 118932 members 
Entering Unmasked Estep 
Score: -4209566.000000 Penalty: 1070.667236
	Iteration 33Q: 3 clusters Score -4209566 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 119526 members 
Entering Unmasked Estep 
Score: -4209900.000000 Penalty: 1070.667236
	Iteration 34Q: 3 clusters Score -4209900 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 120034 members 
Entering Unmasked Estep 
Score: -4210170.000000 Penalty: 1070.667236
	Iteration 35Q: 3 clusters Score -4210170 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 120476 members 
Entering Unmasked Estep 
Score: -4210357.500000 Penalty: 1070.667236
	Iteration 36Q: 3 clusters Score -4210358 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 120856 members 
Entering Unmasked Estep 
Score: -4210492.500000 Penalty: 1070.667236
	Iteration 37Q: 3 clusters Score -4210492 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 121222 members 
Entering Unmasked Estep 
Score: -4210606.500000 Penalty: 1070.667236
	Iteration 38Q: 3 clusters Score -4210606 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 121565 members 
Entering Unmasked Estep 
Score: -4210711.000000 Penalty: 1070.667236
	Iteration 39Q: 3 clusters Score -4210711 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 121911 members 
Entering Unmasked Estep 
Score: -4210828.500000 Penalty: 1070.667236
	Iteration 40F: 3 clusters Score -4210828 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 122201 members 
Entering Unmasked Estep 
Score: -4210896.500000 Penalty: 1070.667236
	Iteration 41Q: 3 clusters Score -4210896 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 122502 members 
Entering Unmasked Estep 
Score: -4210987.000000 Penalty: 1070.667236
	Iteration 42Q: 3 clusters Score -4210987 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 122783 members 
Entering Unmasked Estep 
Score: -4211039.500000 Penalty: 1070.667236
	Iteration 43Q: 3 clusters Score -4211040 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 123069 members 
Entering Unmasked Estep 
Score: -4211084.500000 Penalty: 1070.667236
	Iteration 44Q: 3 clusters Score -4211084 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 123306 members 
Entering Unmasked Estep 
Score: -4211129.500000 Penalty: 1070.667236
	Iteration 45Q: 3 clusters Score -4211130 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 123544 members 
Entering Unmasked Estep 
Score: -4211176.000000 Penalty: 1070.667236
	Iteration 46Q: 3 clusters Score -4211176 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 123763 members 
Entering Unmasked Estep 
Score: -4211221.000000 Penalty: 1070.667236
	Iteration 47Q: 3 clusters Score -4211221 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 123993 members 
Entering Unmasked Estep 
Score: -4211235.500000 Penalty: 1070.667236
	Iteration 48Q: 3 clusters Score -4211236 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 124196 members 
Entering Unmasked Estep 
Score: -4211268.000000 Penalty: 1070.667236
	Iteration 49Q: 3 clusters Score -4211268 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 124404 members 
Entering Unmasked Estep 
Score: -4211306.500000 Penalty: 1070.667236
	Iteration 50Q: 3 clusters Score -4211306 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 124602 members 
Entering Unmasked Estep 
Score: -4211330.000000 Penalty: 1070.667236
	Iteration 51Q: 3 clusters Score -4211330 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 124823 members 
Entering Unmasked Estep 
Score: -4211386.500000 Penalty: 1070.667236
	Iteration 52Q: 3 clusters Score -4211386 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 125046 members 
Entering Unmasked Estep 
Score: -4211443.500000 Penalty: 1070.667236
	Iteration 53Q: 3 clusters Score -4211444 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 125269 members 
Entering Unmasked Estep 
Score: -4211505.000000 Penalty: 1070.667236
	Iteration 54Q: 3 clusters Score -4211505 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 125475 members 
Entering Unmasked Estep 
Score: -4211555.000000 Penalty: 1070.667236
	Iteration 55Q: 3 clusters Score -4211555 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 125674 members 
Entering Unmasked Estep 
Score: -4211608.000000 Penalty: 1070.667236
	Iteration 56Q: 3 clusters Score -4211608 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 125894 members 
Entering Unmasked Estep 
Score: -4211647.500000 Penalty: 1070.667236
	Iteration 57Q: 3 clusters Score -4211648 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 126107 members 
Entering Unmasked Estep 
Score: -4211708.500000 Penalty: 1070.667236
	Iteration 58Q: 3 clusters Score -4211708 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 126313 members 
Entering Unmasked Estep 
Score: -4211768.500000 Penalty: 1070.667236
	Iteration 59Q: 3 clusters Score -4211768 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 126497 members 
Entering Unmasked Estep 
Score: -4211807.000000 Penalty: 1070.667236
	Iteration 60F: 3 clusters Score -4211807 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 126661 members 
Entering Unmasked Estep 
Score: -4211841.000000 Penalty: 1070.667236
	Iteration 61Q: 3 clusters Score -4211841 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 126808 members 
Entering Unmasked Estep 
Score: -4211882.500000 Penalty: 1070.667236
	Iteration 62Q: 3 clusters Score -4211882 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 126952 members 
Entering Unmasked Estep 
Score: -4211917.500000 Penalty: 1070.667236
	Iteration 63Q: 3 clusters Score -4211918 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 127069 members 
Entering Unmasked Estep 
Score: -4211944.500000 Penalty: 1070.667236
	Iteration 64Q: 3 clusters Score -4211944 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 127171 members 
Entering Unmasked Estep 
Score: -4211978.000000 Penalty: 1070.667236
	Iteration 65Q: 3 clusters Score -4211978 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 127272 members 
Entering Unmasked Estep 
Score: -4212002.000000 Penalty: 1070.667236
	Iteration 66Q: 3 clusters Score -4212002 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 127358 members 
Entering Unmasked Estep 
Score: -4212028.500000 Penalty: 1070.667236
	Iteration 67Q: 3 clusters Score -4212028 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 127433 members 
Entering Unmasked Estep 
Score: -4212043.000000 Penalty: 1070.667236
	Iteration 68Q: 3 clusters Score -4212043 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 127510 members 
Entering Unmasked Estep 
Score: -4212074.000000 Penalty: 1070.667236
	Iteration 69Q: 3 clusters Score -4212074 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 127571 members 
Entering Unmasked Estep 
Score: -4212087.500000 Penalty: 1070.667236
	Iteration 70Q: 3 clusters Score -4212088 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 127626 members 
Entering Unmasked Estep 
Score: -4212100.000000 Penalty: 1070.667236
	Iteration 71Q: 3 clusters Score -4212100 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 127665 members 
Entering Unmasked Estep 
Score: -4212109.000000 Penalty: 1070.667236
	Iteration 72Q: 3 clusters Score -4212109 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 127696 members 
Entering Unmasked Estep 
Score: -4212117.500000 Penalty: 1070.667236
	Iteration 73Q: 3 clusters Score -4212118 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 127731 members 
Entering Unmasked Estep 
Score: -4212129.500000 Penalty: 1070.667236
	Iteration 74Q: 3 clusters Score -4212130 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 127761 members 
Entering Unmasked Estep 
Score: -4212138.000000 Penalty: 1070.667236
	Iteration 75Q: 3 clusters Score -4212138 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 127795 members 
Entering Unmasked Estep 
Score: -4212152.500000 Penalty: 1070.667236
	Iteration 76Q: 3 clusters Score -4212152 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 127842 members 
Entering Unmasked Estep 
Score: -4212164.500000 Penalty: 1070.667236
	Iteration 77Q: 3 clusters Score -4212164 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 127884 members 
Entering Unmasked Estep 
Score: -4212176.000000 Penalty: 1070.667236
	Iteration 78Q: 3 clusters Score -4212176 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 127922 members 
Entering Unmasked Estep 
Score: -4212190.000000 Penalty: 1070.667236
	Iteration 79Q: 3 clusters Score -4212190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 127956 members 
Entering Unmasked Estep 
Score: -4212203.500000 Penalty: 1070.667236
	Iteration 80F: 3 clusters Score -4212204 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 127989 members 
Entering Unmasked Estep 
Score: -4212218.000000 Penalty: 1070.667236
	Iteration 81Q: 3 clusters Score -4212218 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 128025 members 
Entering Unmasked Estep 
Score: -4212225.000000 Penalty: 1070.667236
	Iteration 82Q: 3 clusters Score -4212225 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 128052 members 
Entering Unmasked Estep 
Score: -4212232.000000 Penalty: 1070.667236
	Iteration 83Q: 3 clusters Score -4212232 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 128083 members 
Entering Unmasked Estep 
Score: -4212240.500000 Penalty: 1070.667236
	Iteration 84Q: 3 clusters Score -4212240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 128102 members 
Entering Unmasked Estep 
Score: -4212241.500000 Penalty: 1070.667236
	Iteration 85Q: 3 clusters Score -4212242 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 128112 members 
Entering Unmasked Estep 
Score: -4212244.500000 Penalty: 1070.667236
	Iteration 86Q: 3 clusters Score -4212244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 128124 members 
Entering Unmasked Estep 
Score: -4212251.000000 Penalty: 1070.667236
	Iteration 87Q: 3 clusters Score -4212251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 128136 members 
Entering Unmasked Estep 
Score: -4212254.000000 Penalty: 1070.667236
	Iteration 88Q: 3 clusters Score -4212254 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 128152 members 
Entering Unmasked Estep 
Score: -4212255.500000 Penalty: 1070.667236
	Iteration 89Q: 3 clusters Score -4212256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 128171 members 
Entering Unmasked Estep 
Score: -4212258.000000 Penalty: 1070.667236
	Iteration 90Q: 3 clusters Score -4212258 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 128190 members 
Entering Unmasked Estep 
Score: -4212266.500000 Penalty: 1070.667236
	Iteration 91Q: 3 clusters Score -4212266 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 128210 members 
Entering Unmasked Estep 
Score: -4212269.500000 Penalty: 1070.667236
	Iteration 92Q: 3 clusters Score -4212270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 128230 members 
Entering Unmasked Estep 
Score: -4212280.500000 Penalty: 1070.667236
	Iteration 93Q: 3 clusters Score -4212280 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 128243 members 
Entering Unmasked Estep 
Score: -4212286.500000 Penalty: 1070.667236
	Iteration 94Q: 3 clusters Score -4212286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 128256 members 
Entering Unmasked Estep 
Score: -4212287.000000 Penalty: 1070.667236
	Iteration 95Q: 3 clusters Score -4212287 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 128265 members 
Entering Unmasked Estep 
Score: -4212300.500000 Penalty: 1070.667236
	Iteration 96Q: 3 clusters Score -4212300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 128271 members 
Entering Unmasked Estep 
Score: -4212297.500000 Penalty: 1070.667236
	Iteration 97Q: 3 clusters Score -4212298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 128275 members 
Entering Unmasked Estep 
Score: -4212299.000000 Penalty: 1070.667236
	Iteration 98Q: 3 clusters Score -4212299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 128279 members 
Entering Unmasked Estep 
Score: -4212300.000000 Penalty: 1070.667236
	Iteration 99Q: 3 clusters Score -4212300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 128282 members 
Entering Unmasked Estep 
Score: -4212303.500000 Penalty: 1070.667236
	Iteration 100F: 3 clusters Score -4212304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 128284 members 
Entering Unmasked Estep 
Score: -4212302.000000 Penalty: 1070.667236
	Iteration 101Q: 3 clusters Score -4212302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 128283 members 
Entering Unmasked Estep 
Score: -4212301.000000 Penalty: 1070.667236
	Iteration 102Q: 3 clusters Score -4212301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 128284 members 
Entering Unmasked Estep 
Score: -4212300.500000 Penalty: 1070.667236
	Iteration 103Q: 3 clusters Score -4212300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 128283 members 
Entering Unmasked Estep 
Score: -4212302.500000 Penalty: 1070.667236
	Iteration 104Q: 3 clusters Score -4212302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 128287 members 
Entering Unmasked Estep 
Score: -4212301.000000 Penalty: 1070.667236
	Iteration 105Q: 3 clusters Score -4212301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 128290 members 
Entering Unmasked Estep 
Score: -4212303.500000 Penalty: 1070.667236
	Iteration 106Q: 3 clusters Score -4212304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 128295 members 
Entering Unmasked Estep 
Score: -4212302.500000 Penalty: 1070.667236
	Iteration 107Q: 3 clusters Score -4212302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 128301 members 
Entering Unmasked Estep 
Score: -4212301.000000 Penalty: 1070.667236
	Iteration 108Q: 3 clusters Score -4212301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 128302 members 
Entering Unmasked Estep 
Score: -4212299.500000 Penalty: 1070.667236
	Iteration 109Q: 3 clusters Score -4212300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 128304 members 
Entering Unmasked Estep 
Score: -4212301.000000 Penalty: 1070.667236
	Iteration 110Q: 3 clusters Score -4212301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 128306 members 
Entering Unmasked Estep 
Score: -4212297.000000 Penalty: 1070.667236
	Iteration 111Q: 3 clusters Score -4212297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 128306 members 
Entering Unmasked Estep 
Score: -4212297.000000 Penalty: 1070.667236
	Iteration 112F: 3 clusters Score -4212297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Entering Unmasked Estep 
Score: -200985.328125 Penalty: 397.772614
	Iteration 0F: 2 clusters Score -200985.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -196742.875000 Penalty: 795.545227
	Iteration 0F: 3 clusters Score -196742.9 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -198387.515625 Penalty: 795.545227
	Iteration 1F: 3 clusters Score -198387.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -198654.218750 Penalty: 795.545227
	Iteration 2F: 3 clusters Score -198654.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -198982.406250 Penalty: 795.545227
	Iteration 3F: 3 clusters Score -198982.4 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -199288.203125 Penalty: 795.545227
	Iteration 4F: 3 clusters Score -199288.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -199617.984375 Penalty: 795.545227
	Iteration 5F: 3 clusters Score -199618 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -199868.234375 Penalty: 795.545227
	Iteration 6F: 3 clusters Score -199868.2 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -200053.390625 Penalty: 795.545227
	Iteration 7Q: 3 clusters Score -200053.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -200178.968750 Penalty: 795.545227
	Iteration 8Q: 3 clusters Score -200179 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -200270.187500 Penalty: 795.545227
	Iteration 9Q: 3 clusters Score -200270.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -200341.953125 Penalty: 795.545227
	Iteration 10Q: 3 clusters Score -200342 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -200408.453125 Penalty: 795.545227
	Iteration 11Q: 3 clusters Score -200408.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -200489.046875 Penalty: 795.545227
	Iteration 12Q: 3 clusters Score -200489 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -200580.906250 Penalty: 795.545227
	Iteration 13Q: 3 clusters Score -200580.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -200665.156250 Penalty: 795.545227
	Iteration 14Q: 3 clusters Score -200665.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -200741.906250 Penalty: 795.545227
	Iteration 15Q: 3 clusters Score -200741.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -200793.625000 Penalty: 795.545227
	Iteration 16Q: 3 clusters Score -200793.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -200840.484375 Penalty: 795.545227
	Iteration 17Q: 3 clusters Score -200840.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -200880.703125 Penalty: 795.545227
	Iteration 18Q: 3 clusters Score -200880.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -200915.421875 Penalty: 795.545227
	Iteration 19Q: 3 clusters Score -200915.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -200936.171875 Penalty: 795.545227
	Iteration 20F: 3 clusters Score -200936.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -200945.171875 Penalty: 795.545227
	Iteration 21Q: 3 clusters Score -200945.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -200952.328125 Penalty: 795.545227
	Iteration 22Q: 3 clusters Score -200952.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -200955.390625 Penalty: 795.545227
	Iteration 23Q: 3 clusters Score -200955.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -200957.484375 Penalty: 795.545227
	Iteration 24Q: 3 clusters Score -200957.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -200959.125000 Penalty: 795.545227
	Iteration 25Q: 3 clusters Score -200959.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -200961.406250 Penalty: 795.545227
	Iteration 26Q: 3 clusters Score -200961.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -200962.578125 Penalty: 795.545227
	Iteration 27Q: 3 clusters Score -200962.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -200964.890625 Penalty: 795.545227
	Iteration 28Q: 3 clusters Score -200964.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -200964.984375 Penalty: 795.545227
	Iteration 29Q: 3 clusters Score -200965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -200965.750000 Penalty: 795.545227
	Iteration 30Q: 3 clusters Score -200965.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -200966.484375 Penalty: 795.545227
	Iteration 31Q: 3 clusters Score -200966.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -200967.656250 Penalty: 795.545227
	Iteration 32Q: 3 clusters Score -200967.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -200969.000000 Penalty: 795.545227
	Iteration 33Q: 3 clusters Score -200969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -200969.187500 Penalty: 795.545227
	Iteration 34Q: 3 clusters Score -200969.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -200969.750000 Penalty: 795.545227
	Iteration 35Q: 3 clusters Score -200969.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -200970.484375 Penalty: 795.545227
	Iteration 36Q: 3 clusters Score -200970.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -200971.781250 Penalty: 795.545227
	Iteration 37Q: 3 clusters Score -200971.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -200973.125000 Penalty: 795.545227
	Iteration 38Q: 3 clusters Score -200973.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -200975.796875 Penalty: 795.545227
	Iteration 39Q: 3 clusters Score -200975.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -200980.687500 Penalty: 795.545227
	Iteration 40F: 3 clusters Score -200980.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -200984.000000 Penalty: 795.545227
	Iteration 41Q: 3 clusters Score -200984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -200985.046875 Penalty: 795.545227
	Iteration 42Q: 3 clusters Score -200985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -200985.953125 Penalty: 795.545227
	Iteration 43Q: 3 clusters Score -200986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -200986.656250 Penalty: 795.545227
	Iteration 44Q: 3 clusters Score -200986.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -200987.250000 Penalty: 795.545227
	Iteration 45Q: 3 clusters Score -200987.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -200987.906250 Penalty: 795.545227
	Iteration 46Q: 3 clusters Score -200987.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -200987.859375 Penalty: 795.545227
	Iteration 47Q: 3 clusters Score -200987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -200987.859375 Penalty: 795.545227
	Iteration 48F: 3 clusters Score -200987.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3615 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 149776 members 
Mstep: Class 10 contains 23593 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38359 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 14 contains 6459 members 
Mstep: Class 15 contains 20420 members 
Mstep: Class 16 contains 128743 members 
Mstep: Class 17 contains 2329 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 36103 members 
Mstep: Class 24 contains 2177 members 
Mstep: Class 25 contains 3933 members 
Entering Unmasked Estep 
Score: -15732017.000000 Penalty: 14978.081055
Splitting cluster 17 changes total score from -15732232.000000 to -15732017.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (5682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Entering Unmasked Estep 
Score: -167033.187500 Penalty: 393.350159
	Iteration 0F: 2 clusters Score -167033.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -163245.062500 Penalty: 786.700317
	Iteration 0F: 3 clusters Score -163245.1 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -164729.968750 Penalty: 786.700317
	Iteration 1F: 3 clusters Score -164730 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -164963.937500 Penalty: 786.700317
	Iteration 2F: 3 clusters Score -164963.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -165221.437500 Penalty: 786.700317
	Iteration 3F: 3 clusters Score -165221.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -165473.296875 Penalty: 786.700317
	Iteration 4F: 3 clusters Score -165473.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -165751.421875 Penalty: 786.700317
	Iteration 5F: 3 clusters Score -165751.4 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -166006.406250 Penalty: 786.700317
	Iteration 6F: 3 clusters Score -166006.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -166170.609375 Penalty: 786.700317
	Iteration 7Q: 3 clusters Score -166170.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -166277.968750 Penalty: 786.700317
	Iteration 8Q: 3 clusters Score -166278 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -166331.765625 Penalty: 786.700317
	Iteration 9Q: 3 clusters Score -166331.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -166367.281250 Penalty: 786.700317
	Iteration 10Q: 3 clusters Score -166367.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -166388.796875 Penalty: 786.700317
	Iteration 11Q: 3 clusters Score -166388.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -166408.593750 Penalty: 786.700317
	Iteration 12Q: 3 clusters Score -166408.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -166417.875000 Penalty: 786.700317
	Iteration 13Q: 3 clusters Score -166417.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -166425.359375 Penalty: 786.700317
	Iteration 14Q: 3 clusters Score -166425.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -166432.265625 Penalty: 786.700317
	Iteration 15Q: 3 clusters Score -166432.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -166442.578125 Penalty: 786.700317
	Iteration 16Q: 3 clusters Score -166442.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -166456.078125 Penalty: 786.700317
	Iteration 17Q: 3 clusters Score -166456.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -166469.265625 Penalty: 786.700317
	Iteration 18Q: 3 clusters Score -166469.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -166478.578125 Penalty: 786.700317
	Iteration 19Q: 3 clusters Score -166478.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -166482.828125 Penalty: 786.700317
	Iteration 20F: 3 clusters Score -166482.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -166485.656250 Penalty: 786.700317
	Iteration 21Q: 3 clusters Score -166485.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -166487.390625 Penalty: 786.700317
	Iteration 22Q: 3 clusters Score -166487.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -166489.671875 Penalty: 786.700317
	Iteration 23Q: 3 clusters Score -166489.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -166492.062500 Penalty: 786.700317
	Iteration 24Q: 3 clusters Score -166492.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -166493.203125 Penalty: 786.700317
	Iteration 25Q: 3 clusters Score -166493.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -166494.828125 Penalty: 786.700317
	Iteration 26Q: 3 clusters Score -166494.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -166496.203125 Penalty: 786.700317
	Iteration 27Q: 3 clusters Score -166496.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -166497.562500 Penalty: 786.700317
	Iteration 28Q: 3 clusters Score -166497.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -166499.109375 Penalty: 786.700317
	Iteration 29Q: 3 clusters Score -166499.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -166500.531250 Penalty: 786.700317
	Iteration 30Q: 3 clusters Score -166500.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -166501.593750 Penalty: 786.700317
	Iteration 31Q: 3 clusters Score -166501.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -166504.453125 Penalty: 786.700317
	Iteration 32Q: 3 clusters Score -166504.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -166508.078125 Penalty: 786.700317
	Iteration 33Q: 3 clusters Score -166508.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -166510.046875 Penalty: 786.700317
	Iteration 34Q: 3 clusters Score -166510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -166510.734375 Penalty: 786.700317
	Iteration 35Q: 3 clusters Score -166510.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -166511.234375 Penalty: 786.700317
	Iteration 36Q: 3 clusters Score -166511.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -166512.000000 Penalty: 786.700317
	Iteration 37Q: 3 clusters Score -166512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -166511.765625 Penalty: 786.700317
	Iteration 38Q: 3 clusters Score -166511.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -166512.625000 Penalty: 786.700317
	Iteration 39Q: 3 clusters Score -166512.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -166512.078125 Penalty: 786.700317
	Iteration 40F: 3 clusters Score -166512.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -121524.070312 Penalty: 372.140839
	Iteration 0F: 2 clusters Score -121524.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -119068.445312 Penalty: 744.281677
	Iteration 0F: 3 clusters Score -119068.4 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -120118.304688 Penalty: 744.281677
	Iteration 1F: 3 clusters Score -120118.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -120263.929688 Penalty: 744.281677
	Iteration 2F: 3 clusters Score -120263.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -120401.375000 Penalty: 744.281677
	Iteration 3F: 3 clusters Score -120401.4 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -120567.835938 Penalty: 744.281677
	Iteration 4F: 3 clusters Score -120567.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -120732.742188 Penalty: 744.281677
	Iteration 5F: 3 clusters Score -120732.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -120867.992188 Penalty: 744.281677
	Iteration 6Q: 3 clusters Score -120868 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -120965.781250 Penalty: 744.281677
	Iteration 7Q: 3 clusters Score -120965.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -121049.906250 Penalty: 744.281677
	Iteration 8Q: 3 clusters Score -121049.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -121127.039062 Penalty: 744.281677
	Iteration 9Q: 3 clusters Score -121127 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -121174.320312 Penalty: 744.281677
	Iteration 10Q: 3 clusters Score -121174.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -121194.468750 Penalty: 744.281677
	Iteration 11Q: 3 clusters Score -121194.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -121211.914062 Penalty: 744.281677
	Iteration 12Q: 3 clusters Score -121211.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -121223.937500 Penalty: 744.281677
	Iteration 13Q: 3 clusters Score -121223.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -121234.882812 Penalty: 744.281677
	Iteration 14Q: 3 clusters Score -121234.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -121244.812500 Penalty: 744.281677
	Iteration 15Q: 3 clusters Score -121244.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -121249.835938 Penalty: 744.281677
	Iteration 16Q: 3 clusters Score -121249.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -121254.718750 Penalty: 744.281677
	Iteration 17Q: 3 clusters Score -121254.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -121257.320312 Penalty: 744.281677
	Iteration 18Q: 3 clusters Score -121257.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -121259.820312 Penalty: 744.281677
	Iteration 19Q: 3 clusters Score -121259.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -121260.515625 Penalty: 744.281677
	Iteration 20F: 3 clusters Score -121260.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -121262.031250 Penalty: 744.281677
	Iteration 21Q: 3 clusters Score -121262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -121263.328125 Penalty: 744.281677
	Iteration 22Q: 3 clusters Score -121263.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -121264.890625 Penalty: 744.281677
	Iteration 23Q: 3 clusters Score -121264.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -121265.218750 Penalty: 744.281677
	Iteration 24Q: 3 clusters Score -121265.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -121265.195312 Penalty: 744.281677
	Iteration 25Q: 3 clusters Score -121265.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -121265.195312 Penalty: 744.281677
	Iteration 26F: 3 clusters Score -121265.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -66655.742188 Penalty: 347.691193
	Iteration 0F: 2 clusters Score -66655.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -65167.757812 Penalty: 695.382385
	Iteration 0F: 3 clusters Score -65167.76 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -65720.140625 Penalty: 695.382385
	Iteration 1F: 3 clusters Score -65720.14 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -65817.710938 Penalty: 695.382385
	Iteration 2F: 3 clusters Score -65817.71 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -65918.593750 Penalty: 695.382385
	Iteration 3F: 3 clusters Score -65918.59 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -65999.398438 Penalty: 695.382385
	Iteration 4F: 3 clusters Score -65999.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -66052.640625 Penalty: 695.382385
	Iteration 5Q: 3 clusters Score -66052.64 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -66079.382812 Penalty: 695.382385
	Iteration 6Q: 3 clusters Score -66079.38 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -66093.765625 Penalty: 695.382385
	Iteration 7Q: 3 clusters Score -66093.77 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -66099.453125 Penalty: 695.382385
	Iteration 8Q: 3 clusters Score -66099.45 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -66105.765625 Penalty: 695.382385
	Iteration 9Q: 3 clusters Score -66105.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -66109.070312 Penalty: 695.382385
	Iteration 10Q: 3 clusters Score -66109.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -66111.921875 Penalty: 695.382385
	Iteration 11Q: 3 clusters Score -66111.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -66113.609375 Penalty: 695.382385
	Iteration 12Q: 3 clusters Score -66113.61 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -66116.054688 Penalty: 695.382385
	Iteration 13Q: 3 clusters Score -66116.05 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -66118.210938 Penalty: 695.382385
	Iteration 14Q: 3 clusters Score -66118.21 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -66119.992188 Penalty: 695.382385
	Iteration 15Q: 3 clusters Score -66119.99 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -66121.367188 Penalty: 695.382385
	Iteration 16Q: 3 clusters Score -66121.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -66122.156250 Penalty: 695.382385
	Iteration 17Q: 3 clusters Score -66122.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -66122.492188 Penalty: 695.382385
	Iteration 18Q: 3 clusters Score -66122.49 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -66122.578125 Penalty: 695.382385
	Iteration 19Q: 3 clusters Score -66122.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -66122.960938 Penalty: 695.382385
	Iteration 20F: 3 clusters Score -66122.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -66123.250000 Penalty: 695.382385
	Iteration 21Q: 3 clusters Score -66123.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -66123.718750 Penalty: 695.382385
	Iteration 22Q: 3 clusters Score -66123.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -66123.843750 Penalty: 695.382385
	Iteration 23Q: 3 clusters Score -66123.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -66123.882812 Penalty: 695.382385
	Iteration 24Q: 3 clusters Score -66123.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -66124.179688 Penalty: 695.382385
	Iteration 25Q: 3 clusters Score -66124.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -66124.312500 Penalty: 695.382385
	Iteration 26Q: 3 clusters Score -66124.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -66124.312500 Penalty: 695.382385
	Iteration 27F: 3 clusters Score -66124.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Entering Unmasked Estep 
Score: -213416.156250 Penalty: 404.085602
	Iteration 0F: 2 clusters Score -213416.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -208587.140625 Penalty: 808.171204
	Iteration 0F: 3 clusters Score -208587.1 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -210505.484375 Penalty: 808.171204
	Iteration 1F: 3 clusters Score -210505.5 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -210686.515625 Penalty: 808.171204
	Iteration 2F: 3 clusters Score -210686.5 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -210864.015625 Penalty: 808.171204
	Iteration 3F: 3 clusters Score -210864 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -211035.734375 Penalty: 808.171204
	Iteration 4F: 3 clusters Score -211035.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -211219.734375 Penalty: 808.171204
	Iteration 5F: 3 clusters Score -211219.7 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -211406.296875 Penalty: 808.171204
	Iteration 6Q: 3 clusters Score -211406.3 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -211613.687500 Penalty: 808.171204
	Iteration 7Q: 3 clusters Score -211613.7 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -211885.734375 Penalty: 808.171204
	Iteration 8Q: 3 clusters Score -211885.7 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -212211.875000 Penalty: 808.171204
	Iteration 9Q: 3 clusters Score -212211.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -212529.625000 Penalty: 808.171204
	Iteration 10Q: 3 clusters Score -212529.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -212747.578125 Penalty: 808.171204
	Iteration 11Q: 3 clusters Score -212747.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -212900.984375 Penalty: 808.171204
	Iteration 12Q: 3 clusters Score -212901 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -212986.546875 Penalty: 808.171204
	Iteration 13Q: 3 clusters Score -212986.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -213032.859375 Penalty: 808.171204
	Iteration 14Q: 3 clusters Score -213032.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -213065.140625 Penalty: 808.171204
	Iteration 15Q: 3 clusters Score -213065.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -213110.031250 Penalty: 808.171204
	Iteration 16Q: 3 clusters Score -213110 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -213147.828125 Penalty: 808.171204
	Iteration 17Q: 3 clusters Score -213147.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -213179.562500 Penalty: 808.171204
	Iteration 18Q: 3 clusters Score -213179.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -213206.796875 Penalty: 808.171204
	Iteration 19Q: 3 clusters Score -213206.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -213226.390625 Penalty: 808.171204
	Iteration 20F: 3 clusters Score -213226.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -213241.546875 Penalty: 808.171204
	Iteration 21Q: 3 clusters Score -213241.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -213258.609375 Penalty: 808.171204
	Iteration 22Q: 3 clusters Score -213258.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -213268.171875 Penalty: 808.171204
	Iteration 23Q: 3 clusters Score -213268.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -213274.718750 Penalty: 808.171204
	Iteration 24Q: 3 clusters Score -213274.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -213281.390625 Penalty: 808.171204
	Iteration 25Q: 3 clusters Score -213281.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -213287.921875 Penalty: 808.171204
	Iteration 26Q: 3 clusters Score -213287.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -213292.421875 Penalty: 808.171204
	Iteration 27Q: 3 clusters Score -213292.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -213297.875000 Penalty: 808.171204
	Iteration 28Q: 3 clusters Score -213297.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -213301.421875 Penalty: 808.171204
	Iteration 29Q: 3 clusters Score -213301.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -213303.437500 Penalty: 808.171204
	Iteration 30Q: 3 clusters Score -213303.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -213305.812500 Penalty: 808.171204
	Iteration 31Q: 3 clusters Score -213305.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -213307.140625 Penalty: 808.171204
	Iteration 32Q: 3 clusters Score -213307.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -213309.609375 Penalty: 808.171204
	Iteration 33Q: 3 clusters Score -213309.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -213311.093750 Penalty: 808.171204
	Iteration 34Q: 3 clusters Score -213311.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -213311.578125 Penalty: 808.171204
	Iteration 35Q: 3 clusters Score -213311.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -213311.343750 Penalty: 808.171204
	Iteration 36Q: 3 clusters Score -213311.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -213311.687500 Penalty: 808.171204
	Iteration 37Q: 3 clusters Score -213311.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -213311.906250 Penalty: 808.171204
	Iteration 38Q: 3 clusters Score -213311.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -213311.906250 Penalty: 808.171204
	Iteration 39F: 3 clusters Score -213311.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -138329.718750 Penalty: 380.510864
	Iteration 0F: 2 clusters Score -138329.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -135413.000000 Penalty: 761.021729
	Iteration 0F: 3 clusters Score -135413 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -136475.625000 Penalty: 761.021729
	Iteration 1F: 3 clusters Score -136475.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -136538.578125 Penalty: 761.021729
	Iteration 2Q: 3 clusters Score -136538.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -136600.578125 Penalty: 761.021729
	Iteration 3Q: 3 clusters Score -136600.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -136685.359375 Penalty: 761.021729
	Iteration 4Q: 3 clusters Score -136685.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -136798.156250 Penalty: 761.021729
	Iteration 5Q: 3 clusters Score -136798.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -136960.078125 Penalty: 761.021729
	Iteration 6F: 3 clusters Score -136960.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -137126.906250 Penalty: 761.021729
	Iteration 7F: 3 clusters Score -137126.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -137241.375000 Penalty: 761.021729
	Iteration 8Q: 3 clusters Score -137241.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -137311.875000 Penalty: 761.021729
	Iteration 9Q: 3 clusters Score -137311.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -137361.000000 Penalty: 761.021729
	Iteration 10Q: 3 clusters Score -137361 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -137393.421875 Penalty: 761.021729
	Iteration 11Q: 3 clusters Score -137393.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -137415.406250 Penalty: 761.021729
	Iteration 12Q: 3 clusters Score -137415.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -137429.156250 Penalty: 761.021729
	Iteration 13Q: 3 clusters Score -137429.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -137438.265625 Penalty: 761.021729
	Iteration 14Q: 3 clusters Score -137438.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -137447.906250 Penalty: 761.021729
	Iteration 15Q: 3 clusters Score -137447.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -137457.890625 Penalty: 761.021729
	Iteration 16Q: 3 clusters Score -137457.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -137472.515625 Penalty: 761.021729
	Iteration 17Q: 3 clusters Score -137472.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -137487.375000 Penalty: 761.021729
	Iteration 18Q: 3 clusters Score -137487.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -137499.062500 Penalty: 761.021729
	Iteration 19Q: 3 clusters Score -137499.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -137511.515625 Penalty: 761.021729
	Iteration 20F: 3 clusters Score -137511.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -137520.171875 Penalty: 761.021729
	Iteration 21Q: 3 clusters Score -137520.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -137532.796875 Penalty: 761.021729
	Iteration 22Q: 3 clusters Score -137532.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -137543.375000 Penalty: 761.021729
	Iteration 23Q: 3 clusters Score -137543.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -137553.343750 Penalty: 761.021729
	Iteration 24Q: 3 clusters Score -137553.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -137562.875000 Penalty: 761.021729
	Iteration 25Q: 3 clusters Score -137562.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -137572.859375 Penalty: 761.021729
	Iteration 26Q: 3 clusters Score -137572.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -137582.453125 Penalty: 761.021729
	Iteration 27Q: 3 clusters Score -137582.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -137596.890625 Penalty: 761.021729
	Iteration 28Q: 3 clusters Score -137596.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -137615.609375 Penalty: 761.021729
	Iteration 29Q: 3 clusters Score -137615.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -137629.000000 Penalty: 761.021729
	Iteration 30Q: 3 clusters Score -137629 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -137638.703125 Penalty: 761.021729
	Iteration 31Q: 3 clusters Score -137638.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -137649.343750 Penalty: 761.021729
	Iteration 32Q: 3 clusters Score -137649.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -137658.312500 Penalty: 761.021729
	Iteration 33Q: 3 clusters Score -137658.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -137666.500000 Penalty: 761.021729
	Iteration 34Q: 3 clusters Score -137666.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -137674.203125 Penalty: 761.021729
	Iteration 35Q: 3 clusters Score -137674.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -137681.343750 Penalty: 761.021729
	Iteration 36Q: 3 clusters Score -137681.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -137687.578125 Penalty: 761.021729
	Iteration 37Q: 3 clusters Score -137687.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -137692.781250 Penalty: 761.021729
	Iteration 38Q: 3 clusters Score -137692.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -137698.500000 Penalty: 761.021729
	Iteration 39Q: 3 clusters Score -137698.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -137706.250000 Penalty: 761.021729
	Iteration 40F: 3 clusters Score -137706.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -137715.734375 Penalty: 761.021729
	Iteration 41Q: 3 clusters Score -137715.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -137726.015625 Penalty: 761.021729
	Iteration 42Q: 3 clusters Score -137726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -137734.109375 Penalty: 761.021729
	Iteration 43Q: 3 clusters Score -137734.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -137742.703125 Penalty: 761.021729
	Iteration 44Q: 3 clusters Score -137742.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -137749.984375 Penalty: 761.021729
	Iteration 45Q: 3 clusters Score -137750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -137763.421875 Penalty: 761.021729
	Iteration 46Q: 3 clusters Score -137763.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -137778.359375 Penalty: 761.021729
	Iteration 47Q: 3 clusters Score -137778.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -137788.796875 Penalty: 761.021729
	Iteration 48Q: 3 clusters Score -137788.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -137798.109375 Penalty: 761.021729
	Iteration 49Q: 3 clusters Score -137798.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -137809.906250 Penalty: 761.021729
	Iteration 50Q: 3 clusters Score -137809.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -137822.515625 Penalty: 761.021729
	Iteration 51Q: 3 clusters Score -137822.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -137838.812500 Penalty: 761.021729
	Iteration 52Q: 3 clusters Score -137838.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -137860.156250 Penalty: 761.021729
	Iteration 53Q: 3 clusters Score -137860.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -137873.859375 Penalty: 761.021729
	Iteration 54Q: 3 clusters Score -137873.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -137888.359375 Penalty: 761.021729
	Iteration 55Q: 3 clusters Score -137888.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -137903.875000 Penalty: 761.021729
	Iteration 56Q: 3 clusters Score -137903.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -137915.437500 Penalty: 761.021729
	Iteration 57Q: 3 clusters Score -137915.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -137926.078125 Penalty: 761.021729
	Iteration 58Q: 3 clusters Score -137926.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -137936.234375 Penalty: 761.021729
	Iteration 59Q: 3 clusters Score -137936.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -137942.312500 Penalty: 761.021729
	Iteration 60F: 3 clusters Score -137942.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -137950.421875 Penalty: 761.021729
	Iteration 61Q: 3 clusters Score -137950.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -137959.609375 Penalty: 761.021729
	Iteration 62Q: 3 clusters Score -137959.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -137968.500000 Penalty: 761.021729
	Iteration 63Q: 3 clusters Score -137968.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -137973.093750 Penalty: 761.021729
	Iteration 64Q: 3 clusters Score -137973.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -137978.906250 Penalty: 761.021729
	Iteration 65Q: 3 clusters Score -137978.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -137986.250000 Penalty: 761.021729
	Iteration 66Q: 3 clusters Score -137986.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -137990.000000 Penalty: 761.021729
	Iteration 67Q: 3 clusters Score -137990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -137991.750000 Penalty: 761.021729
	Iteration 68Q: 3 clusters Score -137991.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -137994.265625 Penalty: 761.021729
	Iteration 69Q: 3 clusters Score -137994.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -137996.984375 Penalty: 761.021729
	Iteration 70Q: 3 clusters Score -137997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -137998.906250 Penalty: 761.021729
	Iteration 71Q: 3 clusters Score -137998.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -137998.812500 Penalty: 761.021729
	Iteration 72Q: 3 clusters Score -137998.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -137998.812500 Penalty: 761.021729
	Iteration 73F: 3 clusters Score -137998.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Entering Unmasked Estep 
Score: -1128409.000000 Penalty: 477.482971
	Iteration 0F: 2 clusters Score -1128409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -1104226.500000 Penalty: 954.965942
	Iteration 0F: 3 clusters Score -1104226 nChanged 17438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -1114962.125000 Penalty: 954.965942
	Iteration 1F: 3 clusters Score -1114962 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14932 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -1116199.000000 Penalty: 954.965942
	Iteration 2F: 3 clusters Score -1116199 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -1117918.500000 Penalty: 954.965942
	Iteration 3F: 3 clusters Score -1117918 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -1119879.375000 Penalty: 954.965942
	Iteration 4F: 3 clusters Score -1119879 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -1121791.125000 Penalty: 954.965942
	Iteration 5F: 3 clusters Score -1121791 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -1123388.375000 Penalty: 954.965942
	Iteration 6F: 3 clusters Score -1123388 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 29599 members 
Entering Unmasked Estep 
Score: -1124585.625000 Penalty: 954.965942
	Iteration 7Q: 3 clusters Score -1124586 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -1125331.750000 Penalty: 954.965942
	Iteration 8Q: 3 clusters Score -1125332 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -1125853.250000 Penalty: 954.965942
	Iteration 9Q: 3 clusters Score -1125853 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -1126263.625000 Penalty: 954.965942
	Iteration 10Q: 3 clusters Score -1126264 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -1126626.375000 Penalty: 954.965942
	Iteration 11Q: 3 clusters Score -1126626 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -1126943.500000 Penalty: 954.965942
	Iteration 12Q: 3 clusters Score -1126944 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -1127226.250000 Penalty: 954.965942
	Iteration 13Q: 3 clusters Score -1127226 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -1127467.125000 Penalty: 954.965942
	Iteration 14Q: 3 clusters Score -1127467 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -1127652.500000 Penalty: 954.965942
	Iteration 15Q: 3 clusters Score -1127652 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -1127794.250000 Penalty: 954.965942
	Iteration 16Q: 3 clusters Score -1127794 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -1127917.125000 Penalty: 954.965942
	Iteration 17Q: 3 clusters Score -1127917 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 35003 members 
Entering Unmasked Estep 
Score: -1128014.875000 Penalty: 954.965942
	Iteration 18Q: 3 clusters Score -1128015 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -1128080.750000 Penalty: 954.965942
	Iteration 19Q: 3 clusters Score -1128081 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 35205 members 
Entering Unmasked Estep 
Score: -1128140.875000 Penalty: 954.965942
	Iteration 20F: 3 clusters Score -1128141 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -1128173.750000 Penalty: 954.965942
	Iteration 21Q: 3 clusters Score -1128174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 35304 members 
Entering Unmasked Estep 
Score: -1128189.750000 Penalty: 954.965942
	Iteration 22Q: 3 clusters Score -1128190 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 35321 members 
Entering Unmasked Estep 
Score: -1128196.750000 Penalty: 954.965942
	Iteration 23Q: 3 clusters Score -1128197 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -1128205.250000 Penalty: 954.965942
	Iteration 24Q: 3 clusters Score -1128205 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -1128212.250000 Penalty: 954.965942
	Iteration 25Q: 3 clusters Score -1128212 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -1128217.125000 Penalty: 954.965942
	Iteration 26Q: 3 clusters Score -1128217 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -1128219.750000 Penalty: 954.965942
	Iteration 27Q: 3 clusters Score -1128220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -1128222.250000 Penalty: 954.965942
	Iteration 28Q: 3 clusters Score -1128222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -1128222.875000 Penalty: 954.965942
	Iteration 29Q: 3 clusters Score -1128223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -1128223.750000 Penalty: 954.965942
	Iteration 30Q: 3 clusters Score -1128224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -1128223.375000 Penalty: 954.965942
	Iteration 31Q: 3 clusters Score -1128223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 35418 members 
Entering Unmasked Estep 
Score: -1128222.500000 Penalty: 954.965942
	Iteration 32Q: 3 clusters Score -1128222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 35419 members 
Entering Unmasked Estep 
Score: -1128226.000000 Penalty: 954.965942
	Iteration 33Q: 3 clusters Score -1128226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -1128224.625000 Penalty: 954.965942
	Iteration 34Q: 3 clusters Score -1128225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 35425 members 
Entering Unmasked Estep 
Score: -1128225.125000 Penalty: 954.965942
	Iteration 35Q: 3 clusters Score -1128225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -1128225.500000 Penalty: 954.965942
	Iteration 36Q: 3 clusters Score -1128226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -1128224.250000 Penalty: 954.965942
	Iteration 37Q: 3 clusters Score -1128224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -1128224.250000 Penalty: 954.965942
	Iteration 38F: 3 clusters Score -1128224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -63214.601562 Penalty: 349.699493
	Iteration 0F: 2 clusters Score -63214.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -61649.757812 Penalty: 699.398987
	Iteration 0F: 3 clusters Score -61649.76 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -62339.585938 Penalty: 699.398987
	Iteration 1F: 3 clusters Score -62339.59 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -62564.593750 Penalty: 699.398987
	Iteration 2F: 3 clusters Score -62564.59 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -62703.539062 Penalty: 699.398987
	Iteration 3F: 3 clusters Score -62703.54 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -62758.500000 Penalty: 699.398987
	Iteration 4Q: 3 clusters Score -62758.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -62788.593750 Penalty: 699.398987
	Iteration 5Q: 3 clusters Score -62788.59 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -62803.785156 Penalty: 699.398987
	Iteration 6Q: 3 clusters Score -62803.79 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -62816.082031 Penalty: 699.398987
	Iteration 7Q: 3 clusters Score -62816.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -62824.812500 Penalty: 699.398987
	Iteration 8Q: 3 clusters Score -62824.81 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -62827.355469 Penalty: 699.398987
	Iteration 9Q: 3 clusters Score -62827.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -62828.859375 Penalty: 699.398987
	Iteration 10Q: 3 clusters Score -62828.86 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -62830.898438 Penalty: 699.398987
	Iteration 11Q: 3 clusters Score -62830.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -62832.218750 Penalty: 699.398987
	Iteration 12Q: 3 clusters Score -62832.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -62833.531250 Penalty: 699.398987
	Iteration 13Q: 3 clusters Score -62833.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -62834.250000 Penalty: 699.398987
	Iteration 14Q: 3 clusters Score -62834.25 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -62835.621094 Penalty: 699.398987
	Iteration 15Q: 3 clusters Score -62835.62 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -62837.695312 Penalty: 699.398987
	Iteration 16Q: 3 clusters Score -62837.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -62839.101562 Penalty: 699.398987
	Iteration 17Q: 3 clusters Score -62839.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -62841.183594 Penalty: 699.398987
	Iteration 18Q: 3 clusters Score -62841.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -62844.230469 Penalty: 699.398987
	Iteration 19Q: 3 clusters Score -62844.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -62844.757812 Penalty: 699.398987
	Iteration 20F: 3 clusters Score -62844.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -62846.082031 Penalty: 699.398987
	Iteration 21Q: 3 clusters Score -62846.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -62847.230469 Penalty: 699.398987
	Iteration 22Q: 3 clusters Score -62847.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -62847.886719 Penalty: 699.398987
	Iteration 23Q: 3 clusters Score -62847.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -62848.476562 Penalty: 699.398987
	Iteration 24Q: 3 clusters Score -62848.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -62849.457031 Penalty: 699.398987
	Iteration 25Q: 3 clusters Score -62849.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -62849.746094 Penalty: 699.398987
	Iteration 26Q: 3 clusters Score -62849.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -62849.742188 Penalty: 699.398987
	Iteration 27Q: 3 clusters Score -62849.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -62849.742188 Penalty: 699.398987
	Iteration 28F: 3 clusters Score -62849.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3615 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 149776 members 
Mstep: Class 10 contains 23593 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38359 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 14 contains 6459 members 
Mstep: Class 15 contains 20420 members 
Mstep: Class 16 contains 128743 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 36103 members 
Mstep: Class 24 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732231.000000 Penalty: 14378.957031
Iteration 279Q: 25 clusters Score -1.573223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3615 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 149776 members 
Mstep: Class 10 contains 23593 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38359 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 14 contains 6459 members 
Mstep: Class 15 contains 20420 members 
Mstep: Class 16 contains 128743 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 36103 members 
Mstep: Class 24 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732231.000000 Penalty: 14378.957031
Iteration 280F: 25 clusters Score -1.573223e+07 nChanged 0
Entering ConstructFrom: 
Score: -15732231.000000 Penalty: 14378.957031
Entering ConstructFrom: 
Trying to split cluster 1 (45711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45711 members 
Entering Unmasked Estep 
Score: -1448515.000000 Penalty: 488.219269
	Iteration 0F: 2 clusters Score -1448515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -1417855.000000 Penalty: 976.438538
	Iteration 0F: 3 clusters Score -1417855 nChanged 22146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Mstep: Class 2 contains 23961 members 
Entering Unmasked Estep 
Score: -1431452.500000 Penalty: 976.438538
	Iteration 1F: 3 clusters Score -1431452 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -1432236.125000 Penalty: 976.438538
	Iteration 2Q: 3 clusters Score -1432236 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -1433114.875000 Penalty: 976.438538
	Iteration 3Q: 3 clusters Score -1433115 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -1434050.875000 Penalty: 976.438538
	Iteration 4Q: 3 clusters Score -1434051 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -1435083.875000 Penalty: 976.438538
	Iteration 5Q: 3 clusters Score -1435084 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -1436132.750000 Penalty: 976.438538
	Iteration 6F: 3 clusters Score -1436133 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -1437122.125000 Penalty: 976.438538
	Iteration 7F: 3 clusters Score -1437122 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 25362 members 
Entering Unmasked Estep 
Score: -1438039.750000 Penalty: 976.438538
	Iteration 8Q: 3 clusters Score -1438040 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -1438971.875000 Penalty: 976.438538
	Iteration 9Q: 3 clusters Score -1438972 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -1439922.000000 Penalty: 976.438538
	Iteration 10Q: 3 clusters Score -1439922 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -1440793.500000 Penalty: 976.438538
	Iteration 11Q: 3 clusters Score -1440794 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 25610 members 
Entering Unmasked Estep 
Score: -1441590.500000 Penalty: 976.438538
	Iteration 12Q: 3 clusters Score -1441590 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -1442388.625000 Penalty: 976.438538
	Iteration 13Q: 3 clusters Score -1442389 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -1443147.875000 Penalty: 976.438538
	Iteration 14Q: 3 clusters Score -1443148 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 26242 members 
Entering Unmasked Estep 
Score: -1443842.125000 Penalty: 976.438538
	Iteration 15Q: 3 clusters Score -1443842 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 26319 members 
Entering Unmasked Estep 
Score: -1444450.250000 Penalty: 976.438538
	Iteration 16Q: 3 clusters Score -1444450 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -1444930.375000 Penalty: 976.438538
	Iteration 17Q: 3 clusters Score -1444930 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 26204 members 
Entering Unmasked Estep 
Score: -1445277.500000 Penalty: 976.438538
	Iteration 18Q: 3 clusters Score -1445278 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -1445524.000000 Penalty: 976.438538
	Iteration 19Q: 3 clusters Score -1445524 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 25736 members 
Entering Unmasked Estep 
Score: -1445756.250000 Penalty: 976.438538
	Iteration 20F: 3 clusters Score -1445756 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 25461 members 
Entering Unmasked Estep 
Score: -1445893.375000 Penalty: 976.438538
	Iteration 21Q: 3 clusters Score -1445893 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -1445990.875000 Penalty: 976.438538
	Iteration 22Q: 3 clusters Score -1445991 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 24907 members 
Entering Unmasked Estep 
Score: -1446062.250000 Penalty: 976.438538
	Iteration 23Q: 3 clusters Score -1446062 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -1446122.375000 Penalty: 976.438538
	Iteration 24Q: 3 clusters Score -1446122 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21321 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -1446158.250000 Penalty: 976.438538
	Iteration 25Q: 3 clusters Score -1446158 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21559 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -1446183.125000 Penalty: 976.438538
	Iteration 26Q: 3 clusters Score -1446183 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21765 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -1446203.875000 Penalty: 976.438538
	Iteration 27Q: 3 clusters Score -1446204 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21963 members 
Mstep: Class 2 contains 23748 members 
Entering Unmasked Estep 
Score: -1446237.250000 Penalty: 976.438538
	Iteration 28Q: 3 clusters Score -1446237 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -1446253.625000 Penalty: 976.438538
	Iteration 29Q: 3 clusters Score -1446254 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -1446261.625000 Penalty: 976.438538
	Iteration 30Q: 3 clusters Score -1446262 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 23152 members 
Entering Unmasked Estep 
Score: -1446278.125000 Penalty: 976.438538
	Iteration 31Q: 3 clusters Score -1446278 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -1446284.875000 Penalty: 976.438538
	Iteration 32Q: 3 clusters Score -1446285 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -1446304.875000 Penalty: 976.438538
	Iteration 33Q: 3 clusters Score -1446305 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -1446312.375000 Penalty: 976.438538
	Iteration 34Q: 3 clusters Score -1446312 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -1446321.250000 Penalty: 976.438538
	Iteration 35Q: 3 clusters Score -1446321 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -1446325.250000 Penalty: 976.438538
	Iteration 36Q: 3 clusters Score -1446325 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 22300 members 
Entering Unmasked Estep 
Score: -1446334.000000 Penalty: 976.438538
	Iteration 37Q: 3 clusters Score -1446334 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -1446348.625000 Penalty: 976.438538
	Iteration 38Q: 3 clusters Score -1446349 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -1446355.750000 Penalty: 976.438538
	Iteration 39Q: 3 clusters Score -1446356 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -1446360.000000 Penalty: 976.438538
	Iteration 40F: 3 clusters Score -1446360 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 21863 members 
Entering Unmasked Estep 
Score: -1446362.875000 Penalty: 976.438538
	Iteration 41Q: 3 clusters Score -1446363 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23957 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -1446371.500000 Penalty: 976.438538
	Iteration 42Q: 3 clusters Score -1446372 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -1446381.875000 Penalty: 976.438538
	Iteration 43Q: 3 clusters Score -1446382 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -1446384.125000 Penalty: 976.438538
	Iteration 44Q: 3 clusters Score -1446384 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24305 members 
Mstep: Class 2 contains 21406 members 
Entering Unmasked Estep 
Score: -1446385.750000 Penalty: 976.438538
	Iteration 45Q: 3 clusters Score -1446386 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24436 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -1446391.750000 Penalty: 976.438538
	Iteration 46Q: 3 clusters Score -1446392 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24555 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -1446398.750000 Penalty: 976.438538
	Iteration 47Q: 3 clusters Score -1446399 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24673 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -1446407.750000 Penalty: 976.438538
	Iteration 48Q: 3 clusters Score -1446408 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -1446417.750000 Penalty: 976.438538
	Iteration 49Q: 3 clusters Score -1446418 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -1446419.625000 Penalty: 976.438538
	Iteration 50Q: 3 clusters Score -1446420 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -1446433.500000 Penalty: 976.438538
	Iteration 51Q: 3 clusters Score -1446434 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -1446441.750000 Penalty: 976.438538
	Iteration 52Q: 3 clusters Score -1446442 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -1446461.500000 Penalty: 976.438538
	Iteration 53Q: 3 clusters Score -1446462 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25485 members 
Mstep: Class 2 contains 20226 members 
Entering Unmasked Estep 
Score: -1446479.375000 Penalty: 976.438538
	Iteration 54Q: 3 clusters Score -1446479 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -1446491.875000 Penalty: 976.438538
	Iteration 55Q: 3 clusters Score -1446492 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -1446500.625000 Penalty: 976.438538
	Iteration 56Q: 3 clusters Score -1446501 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -1446517.000000 Penalty: 976.438538
	Iteration 57Q: 3 clusters Score -1446517 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Mstep: Class 2 contains 19605 members 
Entering Unmasked Estep 
Score: -1446531.250000 Penalty: 976.438538
	Iteration 58Q: 3 clusters Score -1446531 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -1446546.000000 Penalty: 976.438538
	Iteration 59Q: 3 clusters Score -1446546 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26422 members 
Mstep: Class 2 contains 19289 members 
Entering Unmasked Estep 
Score: -1446567.625000 Penalty: 976.438538
	Iteration 60F: 3 clusters Score -1446568 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -1446576.875000 Penalty: 976.438538
	Iteration 61Q: 3 clusters Score -1446577 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -1446608.000000 Penalty: 976.438538
	Iteration 62Q: 3 clusters Score -1446608 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -1446619.000000 Penalty: 976.438538
	Iteration 63Q: 3 clusters Score -1446619 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -1446632.125000 Penalty: 976.438538
	Iteration 64Q: 3 clusters Score -1446632 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -1446645.875000 Penalty: 976.438538
	Iteration 65Q: 3 clusters Score -1446646 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -1446653.125000 Penalty: 976.438538
	Iteration 66Q: 3 clusters Score -1446653 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -1446669.500000 Penalty: 976.438538
	Iteration 67Q: 3 clusters Score -1446670 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27762 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -1446682.875000 Penalty: 976.438538
	Iteration 68Q: 3 clusters Score -1446683 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27891 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -1446694.875000 Penalty: 976.438538
	Iteration 69Q: 3 clusters Score -1446695 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -1446700.375000 Penalty: 976.438538
	Iteration 70Q: 3 clusters Score -1446700 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -1446704.000000 Penalty: 976.438538
	Iteration 71Q: 3 clusters Score -1446704 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -1446710.750000 Penalty: 976.438538
	Iteration 72Q: 3 clusters Score -1446711 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28284 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -1446707.750000 Penalty: 976.438538
	Iteration 73Q: 3 clusters Score -1446708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -1446707.500000 Penalty: 976.438538
	Iteration 74Q: 3 clusters Score -1446708 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -1446719.125000 Penalty: 976.438538
	Iteration 75Q: 3 clusters Score -1446719 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -1446726.750000 Penalty: 976.438538
	Iteration 76Q: 3 clusters Score -1446727 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28627 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -1446733.125000 Penalty: 976.438538
	Iteration 77Q: 3 clusters Score -1446733 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -1446730.375000 Penalty: 976.438538
	Iteration 78Q: 3 clusters Score -1446730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28783 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -1446736.500000 Penalty: 976.438538
	Iteration 79Q: 3 clusters Score -1446736 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -1446737.375000 Penalty: 976.438538
	Iteration 80F: 3 clusters Score -1446737 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -1446742.375000 Penalty: 976.438538
	Iteration 81Q: 3 clusters Score -1446742 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -1446744.000000 Penalty: 976.438538
	Iteration 82Q: 3 clusters Score -1446744 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -1446744.875000 Penalty: 976.438538
	Iteration 83Q: 3 clusters Score -1446745 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29111 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -1446746.875000 Penalty: 976.438538
	Iteration 84Q: 3 clusters Score -1446747 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -1446755.625000 Penalty: 976.438538
	Iteration 85Q: 3 clusters Score -1446756 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1446758.875000 Penalty: 976.438538
	Iteration 86Q: 3 clusters Score -1446759 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29303 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -1446760.625000 Penalty: 976.438538
	Iteration 87Q: 3 clusters Score -1446761 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -1446764.625000 Penalty: 976.438538
	Iteration 88Q: 3 clusters Score -1446765 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -1446765.500000 Penalty: 976.438538
	Iteration 89Q: 3 clusters Score -1446766 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1446767.500000 Penalty: 976.438538
	Iteration 90Q: 3 clusters Score -1446768 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29567 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -1446768.750000 Penalty: 976.438538
	Iteration 91Q: 3 clusters Score -1446769 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -1446771.875000 Penalty: 976.438538
	Iteration 92Q: 3 clusters Score -1446772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -1446775.375000 Penalty: 976.438538
	Iteration 93Q: 3 clusters Score -1446775 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 15975 members 
Entering Unmasked Estep 
Score: -1446778.250000 Penalty: 976.438538
	Iteration 94Q: 3 clusters Score -1446778 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -1446778.875000 Penalty: 976.438538
	Iteration 95Q: 3 clusters Score -1446779 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29862 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -1446787.125000 Penalty: 976.438538
	Iteration 96Q: 3 clusters Score -1446787 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29917 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -1446789.125000 Penalty: 976.438538
	Iteration 97Q: 3 clusters Score -1446789 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -1446793.000000 Penalty: 976.438538
	Iteration 98Q: 3 clusters Score -1446793 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 15694 members 
Entering Unmasked Estep 
Score: -1446791.625000 Penalty: 976.438538
	Iteration 99Q: 3 clusters Score -1446792 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -1446790.125000 Penalty: 976.438538
	Iteration 100F: 3 clusters Score -1446790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1446794.500000 Penalty: 976.438538
	Iteration 101Q: 3 clusters Score -1446794 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 15565 members 
Entering Unmasked Estep 
Score: -1446793.375000 Penalty: 976.438538
	Iteration 102Q: 3 clusters Score -1446793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -1446797.375000 Penalty: 976.438538
	Iteration 103Q: 3 clusters Score -1446797 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -1446800.125000 Penalty: 976.438538
	Iteration 104Q: 3 clusters Score -1446800 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30269 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1446797.375000 Penalty: 976.438538
	Iteration 105Q: 3 clusters Score -1446797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1446796.750000 Penalty: 976.438538
	Iteration 106Q: 3 clusters Score -1446797 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30346 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -1446801.375000 Penalty: 976.438538
	Iteration 107Q: 3 clusters Score -1446801 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1446804.625000 Penalty: 976.438538
	Iteration 108Q: 3 clusters Score -1446805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -1446800.875000 Penalty: 976.438538
	Iteration 109Q: 3 clusters Score -1446801 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -1446801.750000 Penalty: 976.438538
	Iteration 110Q: 3 clusters Score -1446802 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -1446802.500000 Penalty: 976.438538
	Iteration 111Q: 3 clusters Score -1446802 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30442 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1446804.750000 Penalty: 976.438538
	Iteration 112Q: 3 clusters Score -1446805 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -1446804.125000 Penalty: 976.438538
	Iteration 113Q: 3 clusters Score -1446804 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -1446808.875000 Penalty: 976.438538
	Iteration 114Q: 3 clusters Score -1446809 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30495 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -1446807.125000 Penalty: 976.438538
	Iteration 115Q: 3 clusters Score -1446807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1446807.625000 Penalty: 976.438538
	Iteration 116Q: 3 clusters Score -1446808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -1446807.375000 Penalty: 976.438538
	Iteration 117Q: 3 clusters Score -1446807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -1446804.500000 Penalty: 976.438538
	Iteration 118Q: 3 clusters Score -1446804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -1446804.000000 Penalty: 976.438538
	Iteration 119Q: 3 clusters Score -1446804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -1446805.750000 Penalty: 976.438538
	Iteration 120F: 3 clusters Score -1446806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -1446806.875000 Penalty: 976.438538
	Iteration 121Q: 3 clusters Score -1446807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1446806.875000 Penalty: 976.438538
	Iteration 122Q: 3 clusters Score -1446807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1446807.500000 Penalty: 976.438538
	Iteration 123Q: 3 clusters Score -1446808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1446807.500000 Penalty: 976.438538
	Iteration 124F: 3 clusters Score -1446808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Entering Unmasked Estep 
Score: -19592.693359 Penalty: 291.812378
	Iteration 0F: 2 clusters Score -19592.69 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -19016.171875 Penalty: 583.624756
	Iteration 0F: 3 clusters Score -19016.17 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -19168.503906 Penalty: 583.624756
	Iteration 1F: 3 clusters Score -19168.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -19211.365234 Penalty: 583.624756
	Iteration 2F: 3 clusters Score -19211.37 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -19236.423828 Penalty: 583.624756
	Iteration 3F: 3 clusters Score -19236.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -19252.880859 Penalty: 583.624756
	Iteration 4Q: 3 clusters Score -19252.88 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -19262.037109 Penalty: 583.624756
	Iteration 5Q: 3 clusters Score -19262.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -19271.009766 Penalty: 583.624756
	Iteration 6Q: 3 clusters Score -19271.01 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -19282.177734 Penalty: 583.624756
	Iteration 7Q: 3 clusters Score -19282.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -19289.263672 Penalty: 583.624756
	Iteration 8Q: 3 clusters Score -19289.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -19293.742188 Penalty: 583.624756
	Iteration 9Q: 3 clusters Score -19293.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -19296.583984 Penalty: 583.624756
	Iteration 10Q: 3 clusters Score -19296.58 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -19302.449219 Penalty: 583.624756
	Iteration 11Q: 3 clusters Score -19302.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -19307.111328 Penalty: 583.624756
	Iteration 12Q: 3 clusters Score -19307.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -19310.207031 Penalty: 583.624756
	Iteration 13Q: 3 clusters Score -19310.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -19314.228516 Penalty: 583.624756
	Iteration 14Q: 3 clusters Score -19314.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -19315.113281 Penalty: 583.624756
	Iteration 15Q: 3 clusters Score -19315.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -19316.142578 Penalty: 583.624756
	Iteration 16Q: 3 clusters Score -19316.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -19316.898438 Penalty: 583.624756
	Iteration 17Q: 3 clusters Score -19316.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -19317.529297 Penalty: 583.624756
	Iteration 18Q: 3 clusters Score -19317.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -19317.529297 Penalty: 583.624756
	Iteration 19F: 3 clusters Score -19317.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Entering Unmasked Estep 
Score: -75494.750000 Penalty: 355.444794
	Iteration 0F: 2 clusters Score -75494.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -73794.093750 Penalty: 710.889587
	Iteration 0F: 3 clusters Score -73794.09 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -74364.343750 Penalty: 710.889587
	Iteration 1F: 3 clusters Score -74364.34 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -74503.703125 Penalty: 710.889587
	Iteration 2F: 3 clusters Score -74503.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -74629.820312 Penalty: 710.889587
	Iteration 3F: 3 clusters Score -74629.82 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -74729.640625 Penalty: 710.889587
	Iteration 4F: 3 clusters Score -74729.64 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -74793.625000 Penalty: 710.889587
	Iteration 5Q: 3 clusters Score -74793.62 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -74838.117188 Penalty: 710.889587
	Iteration 6Q: 3 clusters Score -74838.12 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -74873.296875 Penalty: 710.889587
	Iteration 7Q: 3 clusters Score -74873.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -74907.890625 Penalty: 710.889587
	Iteration 8Q: 3 clusters Score -74907.89 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -74934.703125 Penalty: 710.889587
	Iteration 9Q: 3 clusters Score -74934.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -74953.117188 Penalty: 710.889587
	Iteration 10Q: 3 clusters Score -74953.12 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -74961.109375 Penalty: 710.889587
	Iteration 11Q: 3 clusters Score -74961.11 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -74968.328125 Penalty: 710.889587
	Iteration 12Q: 3 clusters Score -74968.33 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -74978.867188 Penalty: 710.889587
	Iteration 13Q: 3 clusters Score -74978.87 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -74983.234375 Penalty: 710.889587
	Iteration 14Q: 3 clusters Score -74983.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -74986.382812 Penalty: 710.889587
	Iteration 15Q: 3 clusters Score -74986.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -74989.718750 Penalty: 710.889587
	Iteration 16Q: 3 clusters Score -74989.72 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -74994.546875 Penalty: 710.889587
	Iteration 17Q: 3 clusters Score -74994.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -74997.343750 Penalty: 710.889587
	Iteration 18Q: 3 clusters Score -74997.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -74999.007812 Penalty: 710.889587
	Iteration 19Q: 3 clusters Score -74999.01 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -75000.914062 Penalty: 710.889587
	Iteration 20F: 3 clusters Score -75000.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -75002.250000 Penalty: 710.889587
	Iteration 21Q: 3 clusters Score -75002.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -75003.781250 Penalty: 710.889587
	Iteration 22Q: 3 clusters Score -75003.78 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -75004.976562 Penalty: 710.889587
	Iteration 23Q: 3 clusters Score -75004.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -75005.304688 Penalty: 710.889587
	Iteration 24Q: 3 clusters Score -75005.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -75006.382812 Penalty: 710.889587
	Iteration 25Q: 3 clusters Score -75006.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -75007.609375 Penalty: 710.889587
	Iteration 26Q: 3 clusters Score -75007.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -75009.656250 Penalty: 710.889587
	Iteration 27Q: 3 clusters Score -75009.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -75011.226562 Penalty: 710.889587
	Iteration 28Q: 3 clusters Score -75011.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -75011.867188 Penalty: 710.889587
	Iteration 29Q: 3 clusters Score -75011.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -75012.632812 Penalty: 710.889587
	Iteration 30Q: 3 clusters Score -75012.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -75012.945312 Penalty: 710.889587
	Iteration 31Q: 3 clusters Score -75012.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -75013.031250 Penalty: 710.889587
	Iteration 32Q: 3 clusters Score -75013.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -75013.273438 Penalty: 710.889587
	Iteration 33Q: 3 clusters Score -75013.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -75013.273438 Penalty: 710.889587
	Iteration 34F: 3 clusters Score -75013.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (6585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Entering Unmasked Estep 
Score: -205230.859375 Penalty: 400.060974
	Iteration 0F: 2 clusters Score -205230.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -200784.015625 Penalty: 800.121948
	Iteration 0F: 3 clusters Score -200784 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -202460.000000 Penalty: 800.121948
	Iteration 1F: 3 clusters Score -202460 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -202592.343750 Penalty: 800.121948
	Iteration 2Q: 3 clusters Score -202592.3 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -202723.968750 Penalty: 800.121948
	Iteration 3Q: 3 clusters Score -202724 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -202901.265625 Penalty: 800.121948
	Iteration 4Q: 3 clusters Score -202901.3 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -203148.984375 Penalty: 800.121948
	Iteration 5F: 3 clusters Score -203149 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -203522.906250 Penalty: 800.121948
	Iteration 6F: 3 clusters Score -203522.9 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -204004.437500 Penalty: 800.121948
	Iteration 7F: 3 clusters Score -204004.4 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -204452.484375 Penalty: 800.121948
	Iteration 8F: 3 clusters Score -204452.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -204689.328125 Penalty: 800.121948
	Iteration 9Q: 3 clusters Score -204689.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -204792.484375 Penalty: 800.121948
	Iteration 10Q: 3 clusters Score -204792.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -204832.343750 Penalty: 800.121948
	Iteration 11Q: 3 clusters Score -204832.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -204853.531250 Penalty: 800.121948
	Iteration 12Q: 3 clusters Score -204853.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -204860.281250 Penalty: 800.121948
	Iteration 13Q: 3 clusters Score -204860.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -204871.234375 Penalty: 800.121948
	Iteration 14Q: 3 clusters Score -204871.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -204886.156250 Penalty: 800.121948
	Iteration 15Q: 3 clusters Score -204886.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -204891.953125 Penalty: 800.121948
	Iteration 16Q: 3 clusters Score -204892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -204893.578125 Penalty: 800.121948
	Iteration 17Q: 3 clusters Score -204893.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -204893.578125 Penalty: 800.121948
	Iteration 18F: 3 clusters Score -204893.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Entering Unmasked Estep 
Score: -23057.216797 Penalty: 296.284424
	Iteration 0F: 2 clusters Score -23057.22 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -22436.849609 Penalty: 592.568848
	Iteration 0F: 3 clusters Score -22436.85 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -22592.607422 Penalty: 592.568848
	Iteration 1F: 3 clusters Score -22592.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22626.951172 Penalty: 592.568848
	Iteration 2F: 3 clusters Score -22626.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22651.513672 Penalty: 592.568848
	Iteration 3F: 3 clusters Score -22651.51 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -22665.277344 Penalty: 592.568848
	Iteration 4Q: 3 clusters Score -22665.28 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -22675.029297 Penalty: 592.568848
	Iteration 5Q: 3 clusters Score -22675.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -22682.617188 Penalty: 592.568848
	Iteration 6Q: 3 clusters Score -22682.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -22687.449219 Penalty: 592.568848
	Iteration 7Q: 3 clusters Score -22687.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -22694.333984 Penalty: 592.568848
	Iteration 8Q: 3 clusters Score -22694.33 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -22701.974609 Penalty: 592.568848
	Iteration 9Q: 3 clusters Score -22701.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -22706.716797 Penalty: 592.568848
	Iteration 10Q: 3 clusters Score -22706.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -22716.505859 Penalty: 592.568848
	Iteration 11Q: 3 clusters Score -22716.51 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -22729.429688 Penalty: 592.568848
	Iteration 12Q: 3 clusters Score -22729.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -22739.462891 Penalty: 592.568848
	Iteration 13Q: 3 clusters Score -22739.46 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -22743.876953 Penalty: 592.568848
	Iteration 14Q: 3 clusters Score -22743.88 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -22752.029297 Penalty: 592.568848
	Iteration 15Q: 3 clusters Score -22752.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -22754.458984 Penalty: 592.568848
	Iteration 16Q: 3 clusters Score -22754.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -22755.812500 Penalty: 592.568848
	Iteration 17Q: 3 clusters Score -22755.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -22758.515625 Penalty: 592.568848
	Iteration 18Q: 3 clusters Score -22758.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -22762.810547 Penalty: 592.568848
	Iteration 19Q: 3 clusters Score -22762.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -22765.957031 Penalty: 592.568848
	Iteration 20F: 3 clusters Score -22765.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -22768.697266 Penalty: 592.568848
	Iteration 21Q: 3 clusters Score -22768.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -22770.310547 Penalty: 592.568848
	Iteration 22Q: 3 clusters Score -22770.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -22772.044922 Penalty: 592.568848
	Iteration 23Q: 3 clusters Score -22772.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -22773.998047 Penalty: 592.568848
	Iteration 24Q: 3 clusters Score -22774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -22774.406250 Penalty: 592.568848
	Iteration 25Q: 3 clusters Score -22774.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -22774.808594 Penalty: 592.568848
	Iteration 26Q: 3 clusters Score -22774.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -22775.794922 Penalty: 592.568848
	Iteration 27Q: 3 clusters Score -22775.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -22776.250000 Penalty: 592.568848
	Iteration 28Q: 3 clusters Score -22776.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -22776.250000 Penalty: 592.568848
	Iteration 29F: 3 clusters Score -22776.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Entering Unmasked Estep 
Score: -106403.828125 Penalty: 372.774536
	Iteration 0F: 2 clusters Score -106403.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -103908.171875 Penalty: 745.549072
	Iteration 0F: 3 clusters Score -103908.2 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -104904.664062 Penalty: 745.549072
	Iteration 1F: 3 clusters Score -104904.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -105138.414062 Penalty: 745.549072
	Iteration 2F: 3 clusters Score -105138.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -105419.210938 Penalty: 745.549072
	Iteration 3F: 3 clusters Score -105419.2 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -105702.828125 Penalty: 745.549072
	Iteration 4F: 3 clusters Score -105702.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -105945.000000 Penalty: 745.549072
	Iteration 5F: 3 clusters Score -105945 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -106115.867188 Penalty: 745.549072
	Iteration 6F: 3 clusters Score -106115.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -106199.531250 Penalty: 745.549072
	Iteration 7Q: 3 clusters Score -106199.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -106234.429688 Penalty: 745.549072
	Iteration 8Q: 3 clusters Score -106234.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -106244.015625 Penalty: 745.549072
	Iteration 9Q: 3 clusters Score -106244 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -106249.398438 Penalty: 745.549072
	Iteration 10Q: 3 clusters Score -106249.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -106254.695312 Penalty: 745.549072
	Iteration 11Q: 3 clusters Score -106254.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -106257.820312 Penalty: 745.549072
	Iteration 12Q: 3 clusters Score -106257.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -106260.117188 Penalty: 745.549072
	Iteration 13Q: 3 clusters Score -106260.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -106262.914062 Penalty: 745.549072
	Iteration 14Q: 3 clusters Score -106262.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -106265.859375 Penalty: 745.549072
	Iteration 15Q: 3 clusters Score -106265.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -106267.781250 Penalty: 745.549072
	Iteration 16Q: 3 clusters Score -106267.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -106268.859375 Penalty: 745.549072
	Iteration 17Q: 3 clusters Score -106268.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -106268.960938 Penalty: 745.549072
	Iteration 18Q: 3 clusters Score -106269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -106269.148438 Penalty: 745.549072
	Iteration 19Q: 3 clusters Score -106269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -106269.414062 Penalty: 745.549072
	Iteration 20F: 3 clusters Score -106269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -106269.437500 Penalty: 745.549072
	Iteration 21Q: 3 clusters Score -106269.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -106269.726562 Penalty: 745.549072
	Iteration 22Q: 3 clusters Score -106269.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -106269.726562 Penalty: 745.549072
	Iteration 23F: 3 clusters Score -106269.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -106897.609375 Penalty: 372.736755
	Iteration 0F: 2 clusters Score -106897.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -104414.835938 Penalty: 745.473511
	Iteration 0F: 3 clusters Score -104414.8 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -105383.281250 Penalty: 745.473511
	Iteration 1F: 3 clusters Score -105383.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -105532.796875 Penalty: 745.473511
	Iteration 2F: 3 clusters Score -105532.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -105649.546875 Penalty: 745.473511
	Iteration 3F: 3 clusters Score -105649.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -105758.515625 Penalty: 745.473511
	Iteration 4F: 3 clusters Score -105758.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -105857.609375 Penalty: 745.473511
	Iteration 5Q: 3 clusters Score -105857.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -105945.648438 Penalty: 745.473511
	Iteration 6Q: 3 clusters Score -105945.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -106038.203125 Penalty: 745.473511
	Iteration 7Q: 3 clusters Score -106038.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -106112.140625 Penalty: 745.473511
	Iteration 8Q: 3 clusters Score -106112.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -106178.210938 Penalty: 745.473511
	Iteration 9Q: 3 clusters Score -106178.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -106243.218750 Penalty: 745.473511
	Iteration 10Q: 3 clusters Score -106243.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -106306.046875 Penalty: 745.473511
	Iteration 11Q: 3 clusters Score -106306 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -106375.796875 Penalty: 745.473511
	Iteration 12Q: 3 clusters Score -106375.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -106433.226562 Penalty: 745.473511
	Iteration 13Q: 3 clusters Score -106433.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -106487.125000 Penalty: 745.473511
	Iteration 14Q: 3 clusters Score -106487.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -106536.109375 Penalty: 745.473511
	Iteration 15Q: 3 clusters Score -106536.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -106572.695312 Penalty: 745.473511
	Iteration 16Q: 3 clusters Score -106572.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -106607.773438 Penalty: 745.473511
	Iteration 17Q: 3 clusters Score -106607.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -106632.781250 Penalty: 745.473511
	Iteration 18Q: 3 clusters Score -106632.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -106642.828125 Penalty: 745.473511
	Iteration 19Q: 3 clusters Score -106642.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -106651.078125 Penalty: 745.473511
	Iteration 20F: 3 clusters Score -106651.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -106656.609375 Penalty: 745.473511
	Iteration 21Q: 3 clusters Score -106656.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -106668.945312 Penalty: 745.473511
	Iteration 22Q: 3 clusters Score -106668.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -106680.007812 Penalty: 745.473511
	Iteration 23Q: 3 clusters Score -106680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -106684.609375 Penalty: 745.473511
	Iteration 24Q: 3 clusters Score -106684.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -106688.554688 Penalty: 745.473511
	Iteration 25Q: 3 clusters Score -106688.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -106689.390625 Penalty: 745.473511
	Iteration 26Q: 3 clusters Score -106689.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -106689.507812 Penalty: 745.473511
	Iteration 27Q: 3 clusters Score -106689.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -106689.507812 Penalty: 745.473511
	Iteration 28F: 3 clusters Score -106689.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (6092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Entering Unmasked Estep 
Score: -199057.234375 Penalty: 396.520325
	Iteration 0F: 2 clusters Score -199057.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -194968.781250 Penalty: 793.040649
	Iteration 0F: 3 clusters Score -194968.8 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -196590.343750 Penalty: 793.040649
	Iteration 1F: 3 clusters Score -196590.3 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -196741.828125 Penalty: 793.040649
	Iteration 2F: 3 clusters Score -196741.8 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -196916.406250 Penalty: 793.040649
	Iteration 3F: 3 clusters Score -196916.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -197119.390625 Penalty: 793.040649
	Iteration 4F: 3 clusters Score -197119.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -197315.078125 Penalty: 793.040649
	Iteration 5F: 3 clusters Score -197315.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -197531.843750 Penalty: 793.040649
	Iteration 6Q: 3 clusters Score -197531.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -197737.031250 Penalty: 793.040649
	Iteration 7Q: 3 clusters Score -197737 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -197923.812500 Penalty: 793.040649
	Iteration 8Q: 3 clusters Score -197923.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -198102.656250 Penalty: 793.040649
	Iteration 9Q: 3 clusters Score -198102.7 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -198244.812500 Penalty: 793.040649
	Iteration 10Q: 3 clusters Score -198244.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -198337.953125 Penalty: 793.040649
	Iteration 11Q: 3 clusters Score -198338 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -198396.625000 Penalty: 793.040649
	Iteration 12Q: 3 clusters Score -198396.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -198446.890625 Penalty: 793.040649
	Iteration 13Q: 3 clusters Score -198446.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -198481.531250 Penalty: 793.040649
	Iteration 14Q: 3 clusters Score -198481.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -198508.531250 Penalty: 793.040649
	Iteration 15Q: 3 clusters Score -198508.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -198530.796875 Penalty: 793.040649
	Iteration 16Q: 3 clusters Score -198530.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -198552.812500 Penalty: 793.040649
	Iteration 17Q: 3 clusters Score -198552.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -198572.781250 Penalty: 793.040649
	Iteration 18Q: 3 clusters Score -198572.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -198590.859375 Penalty: 793.040649
	Iteration 19Q: 3 clusters Score -198590.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -198608.703125 Penalty: 793.040649
	Iteration 20F: 3 clusters Score -198608.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -198622.984375 Penalty: 793.040649
	Iteration 21Q: 3 clusters Score -198623 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -198637.000000 Penalty: 793.040649
	Iteration 22Q: 3 clusters Score -198637 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -198646.687500 Penalty: 793.040649
	Iteration 23Q: 3 clusters Score -198646.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -198656.937500 Penalty: 793.040649
	Iteration 24Q: 3 clusters Score -198656.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -198667.031250 Penalty: 793.040649
	Iteration 25Q: 3 clusters Score -198667 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -198676.156250 Penalty: 793.040649
	Iteration 26Q: 3 clusters Score -198676.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -198688.546875 Penalty: 793.040649
	Iteration 27Q: 3 clusters Score -198688.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -198698.046875 Penalty: 793.040649
	Iteration 28Q: 3 clusters Score -198698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -198708.015625 Penalty: 793.040649
	Iteration 29Q: 3 clusters Score -198708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -198716.125000 Penalty: 793.040649
	Iteration 30Q: 3 clusters Score -198716.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -198720.906250 Penalty: 793.040649
	Iteration 31Q: 3 clusters Score -198720.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -198721.921875 Penalty: 793.040649
	Iteration 32Q: 3 clusters Score -198721.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -198724.890625 Penalty: 793.040649
	Iteration 33Q: 3 clusters Score -198724.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -198727.203125 Penalty: 793.040649
	Iteration 34Q: 3 clusters Score -198727.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -198731.218750 Penalty: 793.040649
	Iteration 35Q: 3 clusters Score -198731.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -198733.187500 Penalty: 793.040649
	Iteration 36Q: 3 clusters Score -198733.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -198733.937500 Penalty: 793.040649
	Iteration 37Q: 3 clusters Score -198733.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -198733.937500 Penalty: 793.040649
	Iteration 38F: 3 clusters Score -198733.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (149776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149776 members 
Entering Unmasked Estep 
Score: -4969693.500000 Penalty: 542.218750
	Iteration 0F: 2 clusters Score -4969694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74711 members 
Mstep: Class 2 contains 75065 members 
Entering Unmasked Estep 
Score: -4868404.500000 Penalty: 1084.437500
	Iteration 0F: 3 clusters Score -4868404 nChanged 73571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73600 members 
Mstep: Class 2 contains 76176 members 
Entering Unmasked Estep 
Score: -4915534.500000 Penalty: 1084.437500
	Iteration 1F: 3 clusters Score -4915534 nChanged 8050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75078 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
Score: -4918634.500000 Penalty: 1084.437500
	Iteration 2F: 3 clusters Score -4918634 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76598 members 
Mstep: Class 2 contains 73178 members 
Entering Unmasked Estep 
Score: -4921704.500000 Penalty: 1084.437500
	Iteration 3F: 3 clusters Score -4921704 nChanged 7664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78026 members 
Mstep: Class 2 contains 71750 members 
Entering Unmasked Estep 
Score: -4924620.000000 Penalty: 1084.437500
	Iteration 4F: 3 clusters Score -4924620 nChanged 6918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 70696 members 
Entering Unmasked Estep 
Score: -4927109.500000 Penalty: 1084.437500
	Iteration 5Q: 3 clusters Score -4927110 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79929 members 
Mstep: Class 2 contains 69847 members 
Entering Unmasked Estep 
Score: -4929197.000000 Penalty: 1084.437500
	Iteration 6Q: 3 clusters Score -4929197 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80598 members 
Mstep: Class 2 contains 69178 members 
Entering Unmasked Estep 
Score: -4930934.500000 Penalty: 1084.437500
	Iteration 7Q: 3 clusters Score -4930934 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 68727 members 
Entering Unmasked Estep 
Score: -4932189.500000 Penalty: 1084.437500
	Iteration 8Q: 3 clusters Score -4932190 nChanged 4370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81323 members 
Mstep: Class 2 contains 68453 members 
Entering Unmasked Estep 
Score: -4933253.500000 Penalty: 1084.437500
	Iteration 9Q: 3 clusters Score -4933254 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81424 members 
Mstep: Class 2 contains 68352 members 
Entering Unmasked Estep 
Score: -4933925.000000 Penalty: 1084.437500
	Iteration 10Q: 3 clusters Score -4933925 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81441 members 
Mstep: Class 2 contains 68335 members 
Entering Unmasked Estep 
Score: -4934586.000000 Penalty: 1084.437500
	Iteration 11Q: 3 clusters Score -4934586 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81260 members 
Mstep: Class 2 contains 68516 members 
Entering Unmasked Estep 
Score: -4935105.000000 Penalty: 1084.437500
	Iteration 12Q: 3 clusters Score -4935105 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80849 members 
Mstep: Class 2 contains 68927 members 
Entering Unmasked Estep 
Score: -4935598.000000 Penalty: 1084.437500
	Iteration 13Q: 3 clusters Score -4935598 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 69622 members 
Entering Unmasked Estep 
Score: -4936010.500000 Penalty: 1084.437500
	Iteration 14Q: 3 clusters Score -4936010 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79169 members 
Mstep: Class 2 contains 70607 members 
Entering Unmasked Estep 
Score: -4936478.000000 Penalty: 1084.437500
	Iteration 15Q: 3 clusters Score -4936478 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -4937032.000000 Penalty: 1084.437500
	Iteration 16Q: 3 clusters Score -4937032 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75960 members 
Mstep: Class 2 contains 73816 members 
Entering Unmasked Estep 
Score: -4937512.000000 Penalty: 1084.437500
	Iteration 17Q: 3 clusters Score -4937512 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73731 members 
Mstep: Class 2 contains 76045 members 
Entering Unmasked Estep 
Score: -4938071.000000 Penalty: 1084.437500
	Iteration 18Q: 3 clusters Score -4938071 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70927 members 
Mstep: Class 2 contains 78849 members 
Entering Unmasked Estep 
Score: -4938777.500000 Penalty: 1084.437500
	Iteration 19Q: 3 clusters Score -4938778 nChanged 3352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67599 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -4939786.000000 Penalty: 1084.437500
	Iteration 20F: 3 clusters Score -4939786 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63652 members 
Mstep: Class 2 contains 86124 members 
Entering Unmasked Estep 
Score: -4940860.500000 Penalty: 1084.437500
	Iteration 21Q: 3 clusters Score -4940860 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59045 members 
Mstep: Class 2 contains 90731 members 
Entering Unmasked Estep 
Score: -4942399.000000 Penalty: 1084.437500
	Iteration 22Q: 3 clusters Score -4942399 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 96047 members 
Entering Unmasked Estep 
Score: -4944412.000000 Penalty: 1084.437500
	Iteration 23Q: 3 clusters Score -4944412 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47806 members 
Mstep: Class 2 contains 101970 members 
Entering Unmasked Estep 
Score: -4946823.000000 Penalty: 1084.437500
	Iteration 24Q: 3 clusters Score -4946823 nChanged 6487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 108457 members 
Entering Unmasked Estep 
Score: -4949829.000000 Penalty: 1084.437500
	Iteration 25Q: 3 clusters Score -4949829 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34512 members 
Mstep: Class 2 contains 115264 members 
Entering Unmasked Estep 
Score: -4953283.000000 Penalty: 1084.437500
	Iteration 26Q: 3 clusters Score -4953283 nChanged 6697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27815 members 
Mstep: Class 2 contains 121961 members 
Entering Unmasked Estep 
Score: -4956890.500000 Penalty: 1084.437500
	Iteration 27Q: 3 clusters Score -4956890 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 127976 members 
Entering Unmasked Estep 
Score: -4960114.500000 Penalty: 1084.437500
	Iteration 28Q: 3 clusters Score -4960114 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 133041 members 
Entering Unmasked Estep 
Score: -4962738.500000 Penalty: 1084.437500
	Iteration 29Q: 3 clusters Score -4962738 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 137110 members 
Entering Unmasked Estep 
Score: -4964742.500000 Penalty: 1084.437500
	Iteration 30Q: 3 clusters Score -4964742 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 140218 members 
Entering Unmasked Estep 
Score: -4966180.000000 Penalty: 1084.437500
	Iteration 31Q: 3 clusters Score -4966180 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 142535 members 
Entering Unmasked Estep 
Score: -4967137.000000 Penalty: 1084.437500
	Iteration 32Q: 3 clusters Score -4967137 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 144200 members 
Entering Unmasked Estep 
Score: -4967787.500000 Penalty: 1084.437500
	Iteration 33Q: 3 clusters Score -4967788 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 145406 members 
Entering Unmasked Estep 
Score: -4968213.500000 Penalty: 1084.437500
	Iteration 34Q: 3 clusters Score -4968214 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 146306 members 
Entering Unmasked Estep 
Score: -4968505.000000 Penalty: 1084.437500
	Iteration 35Q: 3 clusters Score -4968505 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 146959 members 
Entering Unmasked Estep 
Score: -4968719.000000 Penalty: 1084.437500
	Iteration 36Q: 3 clusters Score -4968719 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 147418 members 
Entering Unmasked Estep 
Score: -4968853.000000 Penalty: 1084.437500
	Iteration 37Q: 3 clusters Score -4968853 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 147754 members 
Entering Unmasked Estep 
Score: -4968961.000000 Penalty: 1084.437500
	Iteration 38Q: 3 clusters Score -4968961 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 148000 members 
Entering Unmasked Estep 
Score: -4969031.500000 Penalty: 1084.437500
	Iteration 39Q: 3 clusters Score -4969032 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 148188 members 
Entering Unmasked Estep 
Score: -4969076.500000 Penalty: 1084.437500
	Iteration 40F: 3 clusters Score -4969076 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 148350 members 
Entering Unmasked Estep 
Score: -4969135.500000 Penalty: 1084.437500
	Iteration 41Q: 3 clusters Score -4969136 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 148471 members 
Entering Unmasked Estep 
Score: -4969163.500000 Penalty: 1084.437500
	Iteration 42Q: 3 clusters Score -4969164 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 148574 members 
Entering Unmasked Estep 
Score: -4969196.500000 Penalty: 1084.437500
	Iteration 43Q: 3 clusters Score -4969196 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 148653 members 
Entering Unmasked Estep 
Score: -4969215.500000 Penalty: 1084.437500
	Iteration 44Q: 3 clusters Score -4969216 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 148713 members 
Entering Unmasked Estep 
Score: -4969222.000000 Penalty: 1084.437500
	Iteration 45Q: 3 clusters Score -4969222 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 148765 members 
Entering Unmasked Estep 
Score: -4969243.000000 Penalty: 1084.437500
	Iteration 46Q: 3 clusters Score -4969243 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 148812 members 
Entering Unmasked Estep 
Score: -4969260.000000 Penalty: 1084.437500
	Iteration 47Q: 3 clusters Score -4969260 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 148836 members 
Entering Unmasked Estep 
Score: -4969268.000000 Penalty: 1084.437500
	Iteration 48Q: 3 clusters Score -4969268 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 148865 members 
Entering Unmasked Estep 
Score: -4969275.000000 Penalty: 1084.437500
	Iteration 49Q: 3 clusters Score -4969275 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 148890 members 
Entering Unmasked Estep 
Score: -4969284.000000 Penalty: 1084.437500
	Iteration 50Q: 3 clusters Score -4969284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 148901 members 
Entering Unmasked Estep 
Score: -4969289.500000 Penalty: 1084.437500
	Iteration 51Q: 3 clusters Score -4969290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 148904 members 
Entering Unmasked Estep 
Score: -4969290.500000 Penalty: 1084.437500
	Iteration 52Q: 3 clusters Score -4969290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 148912 members 
Entering Unmasked Estep 
Score: -4969289.000000 Penalty: 1084.437500
	Iteration 53Q: 3 clusters Score -4969289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 148921 members 
Entering Unmasked Estep 
Score: -4969292.000000 Penalty: 1084.437500
	Iteration 54Q: 3 clusters Score -4969292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 148932 members 
Entering Unmasked Estep 
Score: -4969296.500000 Penalty: 1084.437500
	Iteration 55Q: 3 clusters Score -4969296 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 148941 members 
Entering Unmasked Estep 
Score: -4969296.500000 Penalty: 1084.437500
	Iteration 56Q: 3 clusters Score -4969296 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 148957 members 
Entering Unmasked Estep 
Score: -4969306.000000 Penalty: 1084.437500
	Iteration 57Q: 3 clusters Score -4969306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 148963 members 
Entering Unmasked Estep 
Score: -4969305.500000 Penalty: 1084.437500
	Iteration 58Q: 3 clusters Score -4969306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 148970 members 
Entering Unmasked Estep 
Score: -4969305.000000 Penalty: 1084.437500
	Iteration 59Q: 3 clusters Score -4969305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 148974 members 
Entering Unmasked Estep 
Score: -4969304.500000 Penalty: 1084.437500
	Iteration 60F: 3 clusters Score -4969304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 148975 members 
Entering Unmasked Estep 
Score: -4969307.500000 Penalty: 1084.437500
	Iteration 61Q: 3 clusters Score -4969308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 148974 members 
Entering Unmasked Estep 
Score: -4969309.000000 Penalty: 1084.437500
	Iteration 62Q: 3 clusters Score -4969309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 148979 members 
Entering Unmasked Estep 
Score: -4969311.500000 Penalty: 1084.437500
	Iteration 63Q: 3 clusters Score -4969312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 148987 members 
Entering Unmasked Estep 
Score: -4969313.500000 Penalty: 1084.437500
	Iteration 64Q: 3 clusters Score -4969314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 148996 members 
Entering Unmasked Estep 
Score: -4969310.500000 Penalty: 1084.437500
	Iteration 65Q: 3 clusters Score -4969310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 148999 members 
Entering Unmasked Estep 
Score: -4969322.000000 Penalty: 1084.437500
	Iteration 66Q: 3 clusters Score -4969322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 149008 members 
Entering Unmasked Estep 
Score: -4969323.500000 Penalty: 1084.437500
	Iteration 67Q: 3 clusters Score -4969324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 149017 members 
Entering Unmasked Estep 
Score: -4969328.000000 Penalty: 1084.437500
	Iteration 68Q: 3 clusters Score -4969328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 149029 members 
Entering Unmasked Estep 
Score: -4969332.000000 Penalty: 1084.437500
	Iteration 69Q: 3 clusters Score -4969332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 149039 members 
Entering Unmasked Estep 
Score: -4969332.000000 Penalty: 1084.437500
	Iteration 70Q: 3 clusters Score -4969332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 149044 members 
Entering Unmasked Estep 
Score: -4969330.000000 Penalty: 1084.437500
	Iteration 71Q: 3 clusters Score -4969330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 149044 members 
Entering Unmasked Estep 
Score: -4969331.000000 Penalty: 1084.437500
	Iteration 72Q: 3 clusters Score -4969331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 149046 members 
Entering Unmasked Estep 
Score: -4969328.500000 Penalty: 1084.437500
	Iteration 73Q: 3 clusters Score -4969328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 149050 members 
Entering Unmasked Estep 
Score: -4969326.500000 Penalty: 1084.437500
	Iteration 74Q: 3 clusters Score -4969326 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 149053 members 
Entering Unmasked Estep 
Score: -4969327.500000 Penalty: 1084.437500
	Iteration 75Q: 3 clusters Score -4969328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 149056 members 
Entering Unmasked Estep 
Score: -4969327.000000 Penalty: 1084.437500
	Iteration 76Q: 3 clusters Score -4969327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 149060 members 
Entering Unmasked Estep 
Score: -4969330.500000 Penalty: 1084.437500
	Iteration 77Q: 3 clusters Score -4969330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 149062 members 
Entering Unmasked Estep 
Score: -4969333.500000 Penalty: 1084.437500
	Iteration 78Q: 3 clusters Score -4969334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 149059 members 
Entering Unmasked Estep 
Score: -4969332.500000 Penalty: 1084.437500
	Iteration 79Q: 3 clusters Score -4969332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 149060 members 
Entering Unmasked Estep 
Score: -4969332.500000 Penalty: 1084.437500
	Iteration 80F: 3 clusters Score -4969332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 149065 members 
Entering Unmasked Estep 
Score: -4969329.500000 Penalty: 1084.437500
	Iteration 81Q: 3 clusters Score -4969330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 149067 members 
Entering Unmasked Estep 
Score: -4969329.000000 Penalty: 1084.437500
	Iteration 82Q: 3 clusters Score -4969329 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 149070 members 
Entering Unmasked Estep 
Score: -4969331.500000 Penalty: 1084.437500
	Iteration 83Q: 3 clusters Score -4969332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 149079 members 
Entering Unmasked Estep 
Score: -4969333.500000 Penalty: 1084.437500
	Iteration 84Q: 3 clusters Score -4969334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 149085 members 
Entering Unmasked Estep 
Score: -4969340.500000 Penalty: 1084.437500
	Iteration 85Q: 3 clusters Score -4969340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 149088 members 
Entering Unmasked Estep 
Score: -4969337.500000 Penalty: 1084.437500
	Iteration 86Q: 3 clusters Score -4969338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 149093 members 
Entering Unmasked Estep 
Score: -4969343.500000 Penalty: 1084.437500
	Iteration 87Q: 3 clusters Score -4969344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 149098 members 
Entering Unmasked Estep 
Score: -4969342.500000 Penalty: 1084.437500
	Iteration 88Q: 3 clusters Score -4969342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 149101 members 
Entering Unmasked Estep 
Score: -4969345.000000 Penalty: 1084.437500
	Iteration 89Q: 3 clusters Score -4969345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 149105 members 
Entering Unmasked Estep 
Score: -4969346.000000 Penalty: 1084.437500
	Iteration 90Q: 3 clusters Score -4969346 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 149107 members 
Entering Unmasked Estep 
Score: -4969347.500000 Penalty: 1084.437500
	Iteration 91Q: 3 clusters Score -4969348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 149114 members 
Entering Unmasked Estep 
Score: -4969352.500000 Penalty: 1084.437500
	Iteration 92Q: 3 clusters Score -4969352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 149124 members 
Entering Unmasked Estep 
Score: -4969360.000000 Penalty: 1084.437500
	Iteration 93Q: 3 clusters Score -4969360 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 149132 members 
Entering Unmasked Estep 
Score: -4969371.500000 Penalty: 1084.437500
	Iteration 94Q: 3 clusters Score -4969372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 149135 members 
Entering Unmasked Estep 
Score: -4969369.500000 Penalty: 1084.437500
	Iteration 95Q: 3 clusters Score -4969370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 149142 members 
Entering Unmasked Estep 
Score: -4969372.500000 Penalty: 1084.437500
	Iteration 96Q: 3 clusters Score -4969372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 149145 members 
Entering Unmasked Estep 
Score: -4969374.500000 Penalty: 1084.437500
	Iteration 97Q: 3 clusters Score -4969374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 149146 members 
Entering Unmasked Estep 
Score: -4969375.500000 Penalty: 1084.437500
	Iteration 98Q: 3 clusters Score -4969376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 149144 members 
Entering Unmasked Estep 
Score: -4969376.000000 Penalty: 1084.437500
	Iteration 99Q: 3 clusters Score -4969376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 149146 members 
Entering Unmasked Estep 
Score: -4969375.500000 Penalty: 1084.437500
	Iteration 100F: 3 clusters Score -4969376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 149145 members 
Entering Unmasked Estep 
Score: -4969377.500000 Penalty: 1084.437500
	Iteration 101Q: 3 clusters Score -4969378 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 149145 members 
Entering Unmasked Estep 
Score: -4969377.500000 Penalty: 1084.437500
	Iteration 102F: 3 clusters Score -4969378 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23593 members 
Entering Unmasked Estep 
Score: -723567.687500 Penalty: 458.126099
	Iteration 0F: 2 clusters Score -723567.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -707817.125000 Penalty: 916.252197
	Iteration 0F: 3 clusters Score -707817.1 nChanged 11249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -714825.500000 Penalty: 916.252197
	Iteration 1F: 3 clusters Score -714825.5 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12005 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -715497.687500 Penalty: 916.252197
	Iteration 2F: 3 clusters Score -715497.7 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -716555.687500 Penalty: 916.252197
	Iteration 3F: 3 clusters Score -716555.7 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -718024.062500 Penalty: 916.252197
	Iteration 4F: 3 clusters Score -718024.1 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -719332.750000 Penalty: 916.252197
	Iteration 5F: 3 clusters Score -719332.8 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -719954.875000 Penalty: 916.252197
	Iteration 6F: 3 clusters Score -719954.9 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -720142.562500 Penalty: 916.252197
	Iteration 7Q: 3 clusters Score -720142.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -720216.875000 Penalty: 916.252197
	Iteration 8Q: 3 clusters Score -720216.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -720276.625000 Penalty: 916.252197
	Iteration 9Q: 3 clusters Score -720276.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -720327.937500 Penalty: 916.252197
	Iteration 10Q: 3 clusters Score -720327.9 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -720363.875000 Penalty: 916.252197
	Iteration 11Q: 3 clusters Score -720363.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -720408.250000 Penalty: 916.252197
	Iteration 12Q: 3 clusters Score -720408.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -720449.312500 Penalty: 916.252197
	Iteration 13Q: 3 clusters Score -720449.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -720485.875000 Penalty: 916.252197
	Iteration 14Q: 3 clusters Score -720485.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13323 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -720526.875000 Penalty: 916.252197
	Iteration 15Q: 3 clusters Score -720526.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -720564.375000 Penalty: 916.252197
	Iteration 16Q: 3 clusters Score -720564.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -720599.937500 Penalty: 916.252197
	Iteration 17Q: 3 clusters Score -720599.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -720629.250000 Penalty: 916.252197
	Iteration 18Q: 3 clusters Score -720629.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -720665.687500 Penalty: 916.252197
	Iteration 19Q: 3 clusters Score -720665.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -720705.000000 Penalty: 916.252197
	Iteration 20F: 3 clusters Score -720705 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -720754.750000 Penalty: 916.252197
	Iteration 21Q: 3 clusters Score -720754.8 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -720815.750000 Penalty: 916.252197
	Iteration 22Q: 3 clusters Score -720815.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12663 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -720875.687500 Penalty: 916.252197
	Iteration 23Q: 3 clusters Score -720875.7 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -720938.437500 Penalty: 916.252197
	Iteration 24Q: 3 clusters Score -720938.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -721003.500000 Penalty: 916.252197
	Iteration 25Q: 3 clusters Score -721003.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -721074.000000 Penalty: 916.252197
	Iteration 26Q: 3 clusters Score -721074 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -721142.500000 Penalty: 916.252197
	Iteration 27Q: 3 clusters Score -721142.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -721204.562500 Penalty: 916.252197
	Iteration 28Q: 3 clusters Score -721204.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -721256.062500 Penalty: 916.252197
	Iteration 29Q: 3 clusters Score -721256.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -721308.312500 Penalty: 916.252197
	Iteration 30Q: 3 clusters Score -721308.3 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -721369.500000 Penalty: 916.252197
	Iteration 31Q: 3 clusters Score -721369.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11172 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -721427.562500 Penalty: 916.252197
	Iteration 32Q: 3 clusters Score -721427.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -721484.937500 Penalty: 916.252197
	Iteration 33Q: 3 clusters Score -721484.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -721548.125000 Penalty: 916.252197
	Iteration 34Q: 3 clusters Score -721548.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -721599.375000 Penalty: 916.252197
	Iteration 35Q: 3 clusters Score -721599.4 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -721644.750000 Penalty: 916.252197
	Iteration 36Q: 3 clusters Score -721644.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -721673.687500 Penalty: 916.252197
	Iteration 37Q: 3 clusters Score -721673.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -721702.062500 Penalty: 916.252197
	Iteration 38Q: 3 clusters Score -721702.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -721729.687500 Penalty: 916.252197
	Iteration 39Q: 3 clusters Score -721729.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -721752.875000 Penalty: 916.252197
	Iteration 40F: 3 clusters Score -721752.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -721775.375000 Penalty: 916.252197
	Iteration 41Q: 3 clusters Score -721775.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -721790.937500 Penalty: 916.252197
	Iteration 42Q: 3 clusters Score -721790.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -721810.625000 Penalty: 916.252197
	Iteration 43Q: 3 clusters Score -721810.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -721826.375000 Penalty: 916.252197
	Iteration 44Q: 3 clusters Score -721826.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -721838.875000 Penalty: 916.252197
	Iteration 45Q: 3 clusters Score -721838.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -721849.625000 Penalty: 916.252197
	Iteration 46Q: 3 clusters Score -721849.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -721864.062500 Penalty: 916.252197
	Iteration 47Q: 3 clusters Score -721864.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -721873.062500 Penalty: 916.252197
	Iteration 48Q: 3 clusters Score -721873.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -721884.250000 Penalty: 916.252197
	Iteration 49Q: 3 clusters Score -721884.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -721900.062500 Penalty: 916.252197
	Iteration 50Q: 3 clusters Score -721900.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -721914.812500 Penalty: 916.252197
	Iteration 51Q: 3 clusters Score -721914.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -721929.312500 Penalty: 916.252197
	Iteration 52Q: 3 clusters Score -721929.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -721943.625000 Penalty: 916.252197
	Iteration 53Q: 3 clusters Score -721943.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -721961.937500 Penalty: 916.252197
	Iteration 54Q: 3 clusters Score -721961.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -721969.250000 Penalty: 916.252197
	Iteration 55Q: 3 clusters Score -721969.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -721979.687500 Penalty: 916.252197
	Iteration 56Q: 3 clusters Score -721979.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -721982.062500 Penalty: 916.252197
	Iteration 57Q: 3 clusters Score -721982.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -721989.000000 Penalty: 916.252197
	Iteration 58Q: 3 clusters Score -721989 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -721998.500000 Penalty: 916.252197
	Iteration 59Q: 3 clusters Score -721998.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -722008.437500 Penalty: 916.252197
	Iteration 60F: 3 clusters Score -722008.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -722019.687500 Penalty: 916.252197
	Iteration 61Q: 3 clusters Score -722019.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -722025.687500 Penalty: 916.252197
	Iteration 62Q: 3 clusters Score -722025.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 16408 members 
Entering Unmasked Estep 
Score: -722035.687500 Penalty: 916.252197
	Iteration 63Q: 3 clusters Score -722035.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -722040.250000 Penalty: 916.252197
	Iteration 64Q: 3 clusters Score -722040.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -722045.625000 Penalty: 916.252197
	Iteration 65Q: 3 clusters Score -722045.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -722053.937500 Penalty: 916.252197
	Iteration 66Q: 3 clusters Score -722053.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -722059.000000 Penalty: 916.252197
	Iteration 67Q: 3 clusters Score -722059 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -722060.437500 Penalty: 916.252197
	Iteration 68Q: 3 clusters Score -722060.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -722064.875000 Penalty: 916.252197
	Iteration 69Q: 3 clusters Score -722064.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -722067.687500 Penalty: 916.252197
	Iteration 70Q: 3 clusters Score -722067.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -722076.125000 Penalty: 916.252197
	Iteration 71Q: 3 clusters Score -722076.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -722077.062500 Penalty: 916.252197
	Iteration 72Q: 3 clusters Score -722077.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -722082.750000 Penalty: 916.252197
	Iteration 73Q: 3 clusters Score -722082.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -722087.500000 Penalty: 916.252197
	Iteration 74Q: 3 clusters Score -722087.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -722089.000000 Penalty: 916.252197
	Iteration 75Q: 3 clusters Score -722089 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -722097.562500 Penalty: 916.252197
	Iteration 76Q: 3 clusters Score -722097.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -722101.125000 Penalty: 916.252197
	Iteration 77Q: 3 clusters Score -722101.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -722107.000000 Penalty: 916.252197
	Iteration 78Q: 3 clusters Score -722107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -722110.437500 Penalty: 916.252197
	Iteration 79Q: 3 clusters Score -722110.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -722113.187500 Penalty: 916.252197
	Iteration 80F: 3 clusters Score -722113.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -722119.000000 Penalty: 916.252197
	Iteration 81Q: 3 clusters Score -722119 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -722121.187500 Penalty: 916.252197
	Iteration 82Q: 3 clusters Score -722121.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -722129.562500 Penalty: 916.252197
	Iteration 83Q: 3 clusters Score -722129.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -722134.062500 Penalty: 916.252197
	Iteration 84Q: 3 clusters Score -722134.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -722138.125000 Penalty: 916.252197
	Iteration 85Q: 3 clusters Score -722138.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -722142.125000 Penalty: 916.252197
	Iteration 86Q: 3 clusters Score -722142.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -722146.437500 Penalty: 916.252197
	Iteration 87Q: 3 clusters Score -722146.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -722150.750000 Penalty: 916.252197
	Iteration 88Q: 3 clusters Score -722150.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -722156.250000 Penalty: 916.252197
	Iteration 89Q: 3 clusters Score -722156.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -722158.250000 Penalty: 916.252197
	Iteration 90Q: 3 clusters Score -722158.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 17987 members 
Entering Unmasked Estep 
Score: -722162.750000 Penalty: 916.252197
	Iteration 91Q: 3 clusters Score -722162.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -722167.875000 Penalty: 916.252197
	Iteration 92Q: 3 clusters Score -722167.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -722169.125000 Penalty: 916.252197
	Iteration 93Q: 3 clusters Score -722169.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -722168.312500 Penalty: 916.252197
	Iteration 94Q: 3 clusters Score -722168.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -722167.937500 Penalty: 916.252197
	Iteration 95Q: 3 clusters Score -722167.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -722170.562500 Penalty: 916.252197
	Iteration 96Q: 3 clusters Score -722170.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -722173.187500 Penalty: 916.252197
	Iteration 97Q: 3 clusters Score -722173.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -722175.375000 Penalty: 916.252197
	Iteration 98Q: 3 clusters Score -722175.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -722183.312500 Penalty: 916.252197
	Iteration 99Q: 3 clusters Score -722183.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -722186.312500 Penalty: 916.252197
	Iteration 100F: 3 clusters Score -722186.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -722185.625000 Penalty: 916.252197
	Iteration 101Q: 3 clusters Score -722185.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -722188.000000 Penalty: 916.252197
	Iteration 102Q: 3 clusters Score -722188 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -722192.750000 Penalty: 916.252197
	Iteration 103Q: 3 clusters Score -722192.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -722196.812500 Penalty: 916.252197
	Iteration 104Q: 3 clusters Score -722196.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -722199.312500 Penalty: 916.252197
	Iteration 105Q: 3 clusters Score -722199.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -722202.375000 Penalty: 916.252197
	Iteration 106Q: 3 clusters Score -722202.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -722206.812500 Penalty: 916.252197
	Iteration 107Q: 3 clusters Score -722206.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 18600 members 
Entering Unmasked Estep 
Score: -722214.375000 Penalty: 916.252197
	Iteration 108Q: 3 clusters Score -722214.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -722223.562500 Penalty: 916.252197
	Iteration 109Q: 3 clusters Score -722223.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -722227.625000 Penalty: 916.252197
	Iteration 110Q: 3 clusters Score -722227.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -722239.687500 Penalty: 916.252197
	Iteration 111Q: 3 clusters Score -722239.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -722244.937500 Penalty: 916.252197
	Iteration 112Q: 3 clusters Score -722244.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -722245.625000 Penalty: 916.252197
	Iteration 113Q: 3 clusters Score -722245.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -722245.437500 Penalty: 916.252197
	Iteration 114Q: 3 clusters Score -722245.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -722249.312500 Penalty: 916.252197
	Iteration 115Q: 3 clusters Score -722249.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -722252.812500 Penalty: 916.252197
	Iteration 116Q: 3 clusters Score -722252.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -722253.375000 Penalty: 916.252197
	Iteration 117Q: 3 clusters Score -722253.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -722256.312500 Penalty: 916.252197
	Iteration 118Q: 3 clusters Score -722256.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 19085 members 
Entering Unmasked Estep 
Score: -722259.625000 Penalty: 916.252197
	Iteration 119Q: 3 clusters Score -722259.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -722260.625000 Penalty: 916.252197
	Iteration 120F: 3 clusters Score -722260.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -722264.500000 Penalty: 916.252197
	Iteration 121Q: 3 clusters Score -722264.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -722261.812500 Penalty: 916.252197
	Iteration 122Q: 3 clusters Score -722261.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -722263.875000 Penalty: 916.252197
	Iteration 123Q: 3 clusters Score -722263.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -722264.500000 Penalty: 916.252197
	Iteration 124Q: 3 clusters Score -722264.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -722266.187500 Penalty: 916.252197
	Iteration 125Q: 3 clusters Score -722266.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -722266.750000 Penalty: 916.252197
	Iteration 126Q: 3 clusters Score -722266.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -722268.375000 Penalty: 916.252197
	Iteration 127Q: 3 clusters Score -722268.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -722269.250000 Penalty: 916.252197
	Iteration 128Q: 3 clusters Score -722269.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -722269.875000 Penalty: 916.252197
	Iteration 129Q: 3 clusters Score -722269.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -722273.312500 Penalty: 916.252197
	Iteration 130Q: 3 clusters Score -722273.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -722273.687500 Penalty: 916.252197
	Iteration 131Q: 3 clusters Score -722273.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -722272.812500 Penalty: 916.252197
	Iteration 132Q: 3 clusters Score -722272.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -722274.250000 Penalty: 916.252197
	Iteration 133Q: 3 clusters Score -722274.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -722274.687500 Penalty: 916.252197
	Iteration 134Q: 3 clusters Score -722274.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -722275.250000 Penalty: 916.252197
	Iteration 135Q: 3 clusters Score -722275.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -722274.562500 Penalty: 916.252197
	Iteration 136Q: 3 clusters Score -722274.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -722277.375000 Penalty: 916.252197
	Iteration 137Q: 3 clusters Score -722277.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -722279.812500 Penalty: 916.252197
	Iteration 138Q: 3 clusters Score -722279.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -722282.187500 Penalty: 916.252197
	Iteration 139Q: 3 clusters Score -722282.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -722282.437500 Penalty: 916.252197
	Iteration 140F: 3 clusters Score -722282.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -722287.625000 Penalty: 916.252197
	Iteration 141Q: 3 clusters Score -722287.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 19586 members 
Entering Unmasked Estep 
Score: -722285.812500 Penalty: 916.252197
	Iteration 142Q: 3 clusters Score -722285.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -722287.125000 Penalty: 916.252197
	Iteration 143Q: 3 clusters Score -722287.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -722288.062500 Penalty: 916.252197
	Iteration 144Q: 3 clusters Score -722288.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -722291.125000 Penalty: 916.252197
	Iteration 145Q: 3 clusters Score -722291.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -722291.312500 Penalty: 916.252197
	Iteration 146Q: 3 clusters Score -722291.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -722291.625000 Penalty: 916.252197
	Iteration 147Q: 3 clusters Score -722291.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -722292.000000 Penalty: 916.252197
	Iteration 148Q: 3 clusters Score -722292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -722294.437500 Penalty: 916.252197
	Iteration 149Q: 3 clusters Score -722294.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -722296.500000 Penalty: 916.252197
	Iteration 150Q: 3 clusters Score -722296.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 19756 members 
Entering Unmasked Estep 
Score: -722297.562500 Penalty: 916.252197
	Iteration 151Q: 3 clusters Score -722297.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 19772 members 
Entering Unmasked Estep 
Score: -722300.250000 Penalty: 916.252197
	Iteration 152Q: 3 clusters Score -722300.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -722303.062500 Penalty: 916.252197
	Iteration 153Q: 3 clusters Score -722303.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -722302.812500 Penalty: 916.252197
	Iteration 154Q: 3 clusters Score -722302.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -722302.687500 Penalty: 916.252197
	Iteration 155Q: 3 clusters Score -722302.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -722302.625000 Penalty: 916.252197
	Iteration 156Q: 3 clusters Score -722302.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -722301.812500 Penalty: 916.252197
	Iteration 157Q: 3 clusters Score -722301.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -722299.812500 Penalty: 916.252197
	Iteration 158Q: 3 clusters Score -722299.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -722301.687500 Penalty: 916.252197
	Iteration 159Q: 3 clusters Score -722301.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -722304.875000 Penalty: 916.252197
	Iteration 160F: 3 clusters Score -722304.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 19929 members 
Entering Unmasked Estep 
Score: -722305.250000 Penalty: 916.252197
	Iteration 161Q: 3 clusters Score -722305.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -722306.875000 Penalty: 916.252197
	Iteration 162Q: 3 clusters Score -722306.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -722314.187500 Penalty: 916.252197
	Iteration 163Q: 3 clusters Score -722314.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -722317.562500 Penalty: 916.252197
	Iteration 164Q: 3 clusters Score -722317.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -722316.187500 Penalty: 916.252197
	Iteration 165Q: 3 clusters Score -722316.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -722318.750000 Penalty: 916.252197
	Iteration 166Q: 3 clusters Score -722318.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -722322.062500 Penalty: 916.252197
	Iteration 167Q: 3 clusters Score -722322.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -722326.062500 Penalty: 916.252197
	Iteration 168Q: 3 clusters Score -722326.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -722327.812500 Penalty: 916.252197
	Iteration 169Q: 3 clusters Score -722327.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -722328.250000 Penalty: 916.252197
	Iteration 170Q: 3 clusters Score -722328.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -722331.937500 Penalty: 916.252197
	Iteration 171Q: 3 clusters Score -722331.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -722332.500000 Penalty: 916.252197
	Iteration 172Q: 3 clusters Score -722332.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -722332.250000 Penalty: 916.252197
	Iteration 173Q: 3 clusters Score -722332.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 20297 members 
Entering Unmasked Estep 
Score: -722333.437500 Penalty: 916.252197
	Iteration 174Q: 3 clusters Score -722333.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -722333.937500 Penalty: 916.252197
	Iteration 175Q: 3 clusters Score -722333.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -722337.312500 Penalty: 916.252197
	Iteration 176Q: 3 clusters Score -722337.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 20343 members 
Entering Unmasked Estep 
Score: -722336.812500 Penalty: 916.252197
	Iteration 177Q: 3 clusters Score -722336.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -722339.187500 Penalty: 916.252197
	Iteration 178Q: 3 clusters Score -722339.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -722341.500000 Penalty: 916.252197
	Iteration 179Q: 3 clusters Score -722341.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -722345.062500 Penalty: 916.252197
	Iteration 180F: 3 clusters Score -722345.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -722344.562500 Penalty: 916.252197
	Iteration 181Q: 3 clusters Score -722344.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -722344.625000 Penalty: 916.252197
	Iteration 182Q: 3 clusters Score -722344.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -722345.562500 Penalty: 916.252197
	Iteration 183Q: 3 clusters Score -722345.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -722347.562500 Penalty: 916.252197
	Iteration 184Q: 3 clusters Score -722347.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -722349.312500 Penalty: 916.252197
	Iteration 185Q: 3 clusters Score -722349.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -722353.687500 Penalty: 916.252197
	Iteration 186Q: 3 clusters Score -722353.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -722354.562500 Penalty: 916.252197
	Iteration 187Q: 3 clusters Score -722354.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -722355.437500 Penalty: 916.252197
	Iteration 188Q: 3 clusters Score -722355.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -722358.437500 Penalty: 916.252197
	Iteration 189Q: 3 clusters Score -722358.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -722361.937500 Penalty: 916.252197
	Iteration 190Q: 3 clusters Score -722361.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -722370.000000 Penalty: 916.252197
	Iteration 191Q: 3 clusters Score -722370 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 20747 members 
Entering Unmasked Estep 
Score: -722372.062500 Penalty: 916.252197
	Iteration 192Q: 3 clusters Score -722372.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -722382.687500 Penalty: 916.252197
	Iteration 193Q: 3 clusters Score -722382.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -722390.000000 Penalty: 916.252197
	Iteration 194Q: 3 clusters Score -722390 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -722394.250000 Penalty: 916.252197
	Iteration 195Q: 3 clusters Score -722394.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -722401.250000 Penalty: 916.252197
	Iteration 196Q: 3 clusters Score -722401.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -722411.000000 Penalty: 916.252197
	Iteration 197Q: 3 clusters Score -722411 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -722422.312500 Penalty: 916.252197
	Iteration 198Q: 3 clusters Score -722422.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -722437.625000 Penalty: 916.252197
	Iteration 199Q: 3 clusters Score -722437.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -722449.812500 Penalty: 916.252197
	Iteration 200F: 3 clusters Score -722449.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -722470.937500 Penalty: 916.252197
	Iteration 201Q: 3 clusters Score -722470.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -722497.812500 Penalty: 916.252197
	Iteration 202Q: 3 clusters Score -722497.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -722524.437500 Penalty: 916.252197
	Iteration 203Q: 3 clusters Score -722524.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -722550.000000 Penalty: 916.252197
	Iteration 204Q: 3 clusters Score -722550 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -722574.875000 Penalty: 916.252197
	Iteration 205Q: 3 clusters Score -722574.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -722606.562500 Penalty: 916.252197
	Iteration 206Q: 3 clusters Score -722606.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -722654.687500 Penalty: 916.252197
	Iteration 207Q: 3 clusters Score -722654.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -722719.687500 Penalty: 916.252197
	Iteration 208Q: 3 clusters Score -722719.7 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -722795.375000 Penalty: 916.252197
	Iteration 209Q: 3 clusters Score -722795.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -722856.125000 Penalty: 916.252197
	Iteration 210Q: 3 clusters Score -722856.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 22527 members 
Entering Unmasked Estep 
Score: -722913.062500 Penalty: 916.252197
	Iteration 211Q: 3 clusters Score -722913.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -722974.312500 Penalty: 916.252197
	Iteration 212Q: 3 clusters Score -722974.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 22734 members 
Entering Unmasked Estep 
Score: -723025.000000 Penalty: 916.252197
	Iteration 213Q: 3 clusters Score -723025 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -723063.875000 Penalty: 916.252197
	Iteration 214Q: 3 clusters Score -723063.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -723086.437500 Penalty: 916.252197
	Iteration 215Q: 3 clusters Score -723086.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 22930 members 
Entering Unmasked Estep 
Score: -723105.687500 Penalty: 916.252197
	Iteration 216Q: 3 clusters Score -723105.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -723127.625000 Penalty: 916.252197
	Iteration 217Q: 3 clusters Score -723127.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 23010 members 
Entering Unmasked Estep 
Score: -723143.187500 Penalty: 916.252197
	Iteration 218Q: 3 clusters Score -723143.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -723157.312500 Penalty: 916.252197
	Iteration 219Q: 3 clusters Score -723157.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -723175.812500 Penalty: 916.252197
	Iteration 220F: 3 clusters Score -723175.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -723190.875000 Penalty: 916.252197
	Iteration 221Q: 3 clusters Score -723190.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -723199.375000 Penalty: 916.252197
	Iteration 222Q: 3 clusters Score -723199.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -723206.500000 Penalty: 916.252197
	Iteration 223Q: 3 clusters Score -723206.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -723213.937500 Penalty: 916.252197
	Iteration 224Q: 3 clusters Score -723213.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23165 members 
Entering Unmasked Estep 
Score: -723221.750000 Penalty: 916.252197
	Iteration 225Q: 3 clusters Score -723221.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -723224.187500 Penalty: 916.252197
	Iteration 226Q: 3 clusters Score -723224.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -723226.000000 Penalty: 916.252197
	Iteration 227Q: 3 clusters Score -723226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -723227.312500 Penalty: 916.252197
	Iteration 228Q: 3 clusters Score -723227.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 23188 members 
Entering Unmasked Estep 
Score: -723229.562500 Penalty: 916.252197
	Iteration 229Q: 3 clusters Score -723229.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -723233.937500 Penalty: 916.252197
	Iteration 230Q: 3 clusters Score -723233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -723236.000000 Penalty: 916.252197
	Iteration 231Q: 3 clusters Score -723236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -723237.750000 Penalty: 916.252197
	Iteration 232Q: 3 clusters Score -723237.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -723237.750000 Penalty: 916.252197
	Iteration 233Q: 3 clusters Score -723237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -723238.687500 Penalty: 916.252197
	Iteration 234Q: 3 clusters Score -723238.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -723240.000000 Penalty: 916.252197
	Iteration 235Q: 3 clusters Score -723240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -723242.875000 Penalty: 916.252197
	Iteration 236Q: 3 clusters Score -723242.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -723243.625000 Penalty: 916.252197
	Iteration 237Q: 3 clusters Score -723243.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -723246.375000 Penalty: 916.252197
	Iteration 238Q: 3 clusters Score -723246.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -723246.437500 Penalty: 916.252197
	Iteration 239Q: 3 clusters Score -723246.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -723246.812500 Penalty: 916.252197
	Iteration 240F: 3 clusters Score -723246.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -6671.379395 Penalty: 261.742065
	Iteration 0F: 2 clusters Score -6671.379 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -6296.708008 Penalty: 523.484131
	Iteration 0F: 3 clusters Score -6296.708 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -6449.971680 Penalty: 523.484131
	Iteration 1F: 3 clusters Score -6449.972 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6514.061035 Penalty: 523.484131
	Iteration 2F: 3 clusters Score -6514.061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6568.119629 Penalty: 523.484131
	Iteration 3F: 3 clusters Score -6568.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -6608.195801 Penalty: 523.484131
	Iteration 4Q: 3 clusters Score -6608.196 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6635.966309 Penalty: 523.484131
	Iteration 5Q: 3 clusters Score -6635.966 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -6678.019043 Penalty: 523.484131
	Iteration 6F: 3 clusters Score -6678.019 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6696.421875 Penalty: 523.484131
	Iteration 7Q: 3 clusters Score -6696.422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6704.130371 Penalty: 523.484131
	Iteration 8Q: 3 clusters Score -6704.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6708.403320 Penalty: 523.484131
	Iteration 9Q: 3 clusters Score -6708.403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6712.058105 Penalty: 523.484131
	Iteration 10Q: 3 clusters Score -6712.058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -6712.058105 Penalty: 523.484131
	Iteration 11F: 3 clusters Score -6712.058 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3615 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 149776 members 
Mstep: Class 10 contains 23593 members 
Mstep: Class 11 contains 135 members 
Mstep: Class 12 contains 38359 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 14 contains 6459 members 
Mstep: Class 15 contains 20420 members 
Mstep: Class 16 contains 128743 members 
Mstep: Class 17 contains 6262 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 36103 members 
Mstep: Class 24 contains 2177 members 
Mstep: Class 25 contains 180 members 
Entering Unmasked Estep 
Score: -15731937.000000 Penalty: 14978.081055
Splitting cluster 11 changes total score from -15732231.000000 to -15731937.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (38359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38359 members 
Entering Unmasked Estep 
Score: -1222010.750000 Penalty: 480.240875
	Iteration 0F: 2 clusters Score -1222011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -1196366.625000 Penalty: 960.481750
	Iteration 0F: 3 clusters Score -1196367 nChanged 18452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 21196 members 
Entering Unmasked Estep 
Score: -1208349.375000 Penalty: 960.481750
	Iteration 1F: 3 clusters Score -1208349 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16022 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -1209726.375000 Penalty: 960.481750
	Iteration 2F: 3 clusters Score -1209726 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 23580 members 
Entering Unmasked Estep 
Score: -1211399.625000 Penalty: 960.481750
	Iteration 3F: 3 clusters Score -1211400 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -1213428.125000 Penalty: 960.481750
	Iteration 4F: 3 clusters Score -1213428 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -1215679.375000 Penalty: 960.481750
	Iteration 5F: 3 clusters Score -1215679 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 27122 members 
Entering Unmasked Estep 
Score: -1217717.750000 Penalty: 960.481750
	Iteration 6F: 3 clusters Score -1217718 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 27771 members 
Entering Unmasked Estep 
Score: -1218750.500000 Penalty: 960.481750
	Iteration 7Q: 3 clusters Score -1218750 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -1219146.875000 Penalty: 960.481750
	Iteration 8Q: 3 clusters Score -1219147 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -1219344.625000 Penalty: 960.481750
	Iteration 9Q: 3 clusters Score -1219345 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -1219494.000000 Penalty: 960.481750
	Iteration 10Q: 3 clusters Score -1219494 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -1219604.125000 Penalty: 960.481750
	Iteration 11Q: 3 clusters Score -1219604 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 29712 members 
Entering Unmasked Estep 
Score: -1219707.375000 Penalty: 960.481750
	Iteration 12Q: 3 clusters Score -1219707 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -1219795.250000 Penalty: 960.481750
	Iteration 13Q: 3 clusters Score -1219795 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -1219862.625000 Penalty: 960.481750
	Iteration 14Q: 3 clusters Score -1219863 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -1219927.875000 Penalty: 960.481750
	Iteration 15Q: 3 clusters Score -1219928 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 30914 members 
Entering Unmasked Estep 
Score: -1219993.500000 Penalty: 960.481750
	Iteration 16Q: 3 clusters Score -1219994 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -1220066.375000 Penalty: 960.481750
	Iteration 17Q: 3 clusters Score -1220066 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -1220138.000000 Penalty: 960.481750
	Iteration 18Q: 3 clusters Score -1220138 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 31807 members 
Entering Unmasked Estep 
Score: -1220211.375000 Penalty: 960.481750
	Iteration 19Q: 3 clusters Score -1220211 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -1220287.125000 Penalty: 960.481750
	Iteration 20F: 3 clusters Score -1220287 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -1220367.875000 Penalty: 960.481750
	Iteration 21Q: 3 clusters Score -1220368 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -1220453.250000 Penalty: 960.481750
	Iteration 22Q: 3 clusters Score -1220453 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 33089 members 
Entering Unmasked Estep 
Score: -1220537.625000 Penalty: 960.481750
	Iteration 23Q: 3 clusters Score -1220538 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 33379 members 
Entering Unmasked Estep 
Score: -1220612.000000 Penalty: 960.481750
	Iteration 24Q: 3 clusters Score -1220612 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -1220694.500000 Penalty: 960.481750
	Iteration 25Q: 3 clusters Score -1220694 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -1220765.500000 Penalty: 960.481750
	Iteration 26Q: 3 clusters Score -1220766 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 34200 members 
Entering Unmasked Estep 
Score: -1220835.125000 Penalty: 960.481750
	Iteration 27Q: 3 clusters Score -1220835 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -1220907.375000 Penalty: 960.481750
	Iteration 28Q: 3 clusters Score -1220907 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 34681 members 
Entering Unmasked Estep 
Score: -1220976.875000 Penalty: 960.481750
	Iteration 29Q: 3 clusters Score -1220977 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 34913 members 
Entering Unmasked Estep 
Score: -1221046.750000 Penalty: 960.481750
	Iteration 30Q: 3 clusters Score -1221047 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -1221116.875000 Penalty: 960.481750
	Iteration 31Q: 3 clusters Score -1221117 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -1221205.625000 Penalty: 960.481750
	Iteration 32Q: 3 clusters Score -1221206 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -1221292.500000 Penalty: 960.481750
	Iteration 33Q: 3 clusters Score -1221292 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -1221348.750000 Penalty: 960.481750
	Iteration 34Q: 3 clusters Score -1221349 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 35989 members 
Entering Unmasked Estep 
Score: -1221394.000000 Penalty: 960.481750
	Iteration 35Q: 3 clusters Score -1221394 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -1221438.500000 Penalty: 960.481750
	Iteration 36Q: 3 clusters Score -1221438 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 36264 members 
Entering Unmasked Estep 
Score: -1221483.375000 Penalty: 960.481750
	Iteration 37Q: 3 clusters Score -1221483 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 36373 members 
Entering Unmasked Estep 
Score: -1221517.500000 Penalty: 960.481750
	Iteration 38Q: 3 clusters Score -1221518 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -1221556.000000 Penalty: 960.481750
	Iteration 39Q: 3 clusters Score -1221556 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -1221588.125000 Penalty: 960.481750
	Iteration 40F: 3 clusters Score -1221588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -1221606.625000 Penalty: 960.481750
	Iteration 41Q: 3 clusters Score -1221607 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -1221618.500000 Penalty: 960.481750
	Iteration 42Q: 3 clusters Score -1221618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 36759 members 
Entering Unmasked Estep 
Score: -1221633.875000 Penalty: 960.481750
	Iteration 43Q: 3 clusters Score -1221634 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 36822 members 
Entering Unmasked Estep 
Score: -1221647.625000 Penalty: 960.481750
	Iteration 44Q: 3 clusters Score -1221648 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -1221661.125000 Penalty: 960.481750
	Iteration 45Q: 3 clusters Score -1221661 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -1221671.250000 Penalty: 960.481750
	Iteration 46Q: 3 clusters Score -1221671 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 36966 members 
Entering Unmasked Estep 
Score: -1221679.625000 Penalty: 960.481750
	Iteration 47Q: 3 clusters Score -1221680 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -1221681.375000 Penalty: 960.481750
	Iteration 48Q: 3 clusters Score -1221681 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 37037 members 
Entering Unmasked Estep 
Score: -1221684.500000 Penalty: 960.481750
	Iteration 49Q: 3 clusters Score -1221684 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -1221692.000000 Penalty: 960.481750
	Iteration 50Q: 3 clusters Score -1221692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -1221693.250000 Penalty: 960.481750
	Iteration 51Q: 3 clusters Score -1221693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -1221700.125000 Penalty: 960.481750
	Iteration 52Q: 3 clusters Score -1221700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 37132 members 
Entering Unmasked Estep 
Score: -1221698.500000 Penalty: 960.481750
	Iteration 53Q: 3 clusters Score -1221698 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 37151 members 
Entering Unmasked Estep 
Score: -1221698.375000 Penalty: 960.481750
	Iteration 54Q: 3 clusters Score -1221698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -1221699.000000 Penalty: 960.481750
	Iteration 55Q: 3 clusters Score -1221699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 37177 members 
Entering Unmasked Estep 
Score: -1221702.125000 Penalty: 960.481750
	Iteration 56Q: 3 clusters Score -1221702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -1221705.125000 Penalty: 960.481750
	Iteration 57Q: 3 clusters Score -1221705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 37202 members 
Entering Unmasked Estep 
Score: -1221705.000000 Penalty: 960.481750
	Iteration 58Q: 3 clusters Score -1221705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 37216 members 
Entering Unmasked Estep 
Score: -1221706.500000 Penalty: 960.481750
	Iteration 59Q: 3 clusters Score -1221706 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 37228 members 
Entering Unmasked Estep 
Score: -1221709.625000 Penalty: 960.481750
	Iteration 60F: 3 clusters Score -1221710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -1221708.500000 Penalty: 960.481750
	Iteration 61Q: 3 clusters Score -1221708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -1221709.750000 Penalty: 960.481750
	Iteration 62Q: 3 clusters Score -1221710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -1221710.000000 Penalty: 960.481750
	Iteration 63Q: 3 clusters Score -1221710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 37238 members 
Entering Unmasked Estep 
Score: -1221709.625000 Penalty: 960.481750
	Iteration 64Q: 3 clusters Score -1221710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -1221708.875000 Penalty: 960.481750
	Iteration 65Q: 3 clusters Score -1221709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 37244 members 
Entering Unmasked Estep 
Score: -1221706.500000 Penalty: 960.481750
	Iteration 66Q: 3 clusters Score -1221706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -1221708.375000 Penalty: 960.481750
	Iteration 67Q: 3 clusters Score -1221708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 37251 members 
Entering Unmasked Estep 
Score: -1221708.625000 Penalty: 960.481750
	Iteration 68Q: 3 clusters Score -1221709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -1221709.250000 Penalty: 960.481750
	Iteration 69Q: 3 clusters Score -1221709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 37263 members 
Entering Unmasked Estep 
Score: -1221708.375000 Penalty: 960.481750
	Iteration 70Q: 3 clusters Score -1221708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -1221709.750000 Penalty: 960.481750
	Iteration 71Q: 3 clusters Score -1221710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -1221712.250000 Penalty: 960.481750
	Iteration 72Q: 3 clusters Score -1221712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 37301 members 
Entering Unmasked Estep 
Score: -1221712.750000 Penalty: 960.481750
	Iteration 73Q: 3 clusters Score -1221713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 37312 members 
Entering Unmasked Estep 
Score: -1221712.750000 Penalty: 960.481750
	Iteration 74Q: 3 clusters Score -1221713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 37325 members 
Entering Unmasked Estep 
Score: -1221717.875000 Penalty: 960.481750
	Iteration 75Q: 3 clusters Score -1221718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 37334 members 
Entering Unmasked Estep 
Score: -1221718.000000 Penalty: 960.481750
	Iteration 76Q: 3 clusters Score -1221718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 37339 members 
Entering Unmasked Estep 
Score: -1221716.750000 Penalty: 960.481750
	Iteration 77Q: 3 clusters Score -1221717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 37346 members 
Entering Unmasked Estep 
Score: -1221718.750000 Penalty: 960.481750
	Iteration 78Q: 3 clusters Score -1221719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -1221719.125000 Penalty: 960.481750
	Iteration 79Q: 3 clusters Score -1221719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 37360 members 
Entering Unmasked Estep 
Score: -1221718.875000 Penalty: 960.481750
	Iteration 80F: 3 clusters Score -1221719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 37364 members 
Entering Unmasked Estep 
Score: -1221717.625000 Penalty: 960.481750
	Iteration 81Q: 3 clusters Score -1221718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 37367 members 
Entering Unmasked Estep 
Score: -1221718.625000 Penalty: 960.481750
	Iteration 82Q: 3 clusters Score -1221719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 37368 members 
Entering Unmasked Estep 
Score: -1221718.625000 Penalty: 960.481750
	Iteration 83Q: 3 clusters Score -1221719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -1221718.000000 Penalty: 960.481750
	Iteration 84Q: 3 clusters Score -1221718 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -1221718.000000 Penalty: 960.481750
	Iteration 85F: 3 clusters Score -1221718 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (18702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Entering Unmasked Estep 
Score: -631530.875000 Penalty: 447.555542
	Iteration 0F: 2 clusters Score -631530.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -618977.500000 Penalty: 895.111084
	Iteration 0F: 3 clusters Score -618977.5 nChanged 8887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -624328.000000 Penalty: 895.111084
	Iteration 1F: 3 clusters Score -624328 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -624891.562500 Penalty: 895.111084
	Iteration 2F: 3 clusters Score -624891.6 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -625787.875000 Penalty: 895.111084
	Iteration 3F: 3 clusters Score -625787.9 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -627036.500000 Penalty: 895.111084
	Iteration 4F: 3 clusters Score -627036.5 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -628183.437500 Penalty: 895.111084
	Iteration 5F: 3 clusters Score -628183.4 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -628957.312500 Penalty: 895.111084
	Iteration 6F: 3 clusters Score -628957.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -629324.125000 Penalty: 895.111084
	Iteration 7Q: 3 clusters Score -629324.1 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -629507.562500 Penalty: 895.111084
	Iteration 8Q: 3 clusters Score -629507.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -629620.250000 Penalty: 895.111084
	Iteration 9Q: 3 clusters Score -629620.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -629706.375000 Penalty: 895.111084
	Iteration 10Q: 3 clusters Score -629706.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -629783.250000 Penalty: 895.111084
	Iteration 11Q: 3 clusters Score -629783.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -629865.312500 Penalty: 895.111084
	Iteration 12Q: 3 clusters Score -629865.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 15018 members 
Entering Unmasked Estep 
Score: -629938.687500 Penalty: 895.111084
	Iteration 13Q: 3 clusters Score -629938.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -630003.187500 Penalty: 895.111084
	Iteration 14Q: 3 clusters Score -630003.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -630062.562500 Penalty: 895.111084
	Iteration 15Q: 3 clusters Score -630062.6 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -630119.937500 Penalty: 895.111084
	Iteration 16Q: 3 clusters Score -630119.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -630176.937500 Penalty: 895.111084
	Iteration 17Q: 3 clusters Score -630176.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -630244.875000 Penalty: 895.111084
	Iteration 18Q: 3 clusters Score -630244.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -630295.937500 Penalty: 895.111084
	Iteration 19Q: 3 clusters Score -630295.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -630351.812500 Penalty: 895.111084
	Iteration 20F: 3 clusters Score -630351.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -630392.812500 Penalty: 895.111084
	Iteration 21Q: 3 clusters Score -630392.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -630427.375000 Penalty: 895.111084
	Iteration 22Q: 3 clusters Score -630427.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -630471.250000 Penalty: 895.111084
	Iteration 23Q: 3 clusters Score -630471.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -630508.937500 Penalty: 895.111084
	Iteration 24Q: 3 clusters Score -630508.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -630555.937500 Penalty: 895.111084
	Iteration 25Q: 3 clusters Score -630555.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17021 members 
Entering Unmasked Estep 
Score: -630608.937500 Penalty: 895.111084
	Iteration 26Q: 3 clusters Score -630608.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -630665.750000 Penalty: 895.111084
	Iteration 27Q: 3 clusters Score -630665.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -630733.000000 Penalty: 895.111084
	Iteration 28Q: 3 clusters Score -630733 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -630793.437500 Penalty: 895.111084
	Iteration 29Q: 3 clusters Score -630793.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -630850.437500 Penalty: 895.111084
	Iteration 30Q: 3 clusters Score -630850.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -630894.500000 Penalty: 895.111084
	Iteration 31Q: 3 clusters Score -630894.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -630934.312500 Penalty: 895.111084
	Iteration 32Q: 3 clusters Score -630934.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -630976.062500 Penalty: 895.111084
	Iteration 33Q: 3 clusters Score -630976.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -631013.375000 Penalty: 895.111084
	Iteration 34Q: 3 clusters Score -631013.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -631036.625000 Penalty: 895.111084
	Iteration 35Q: 3 clusters Score -631036.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -631072.125000 Penalty: 895.111084
	Iteration 36Q: 3 clusters Score -631072.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -631095.312500 Penalty: 895.111084
	Iteration 37Q: 3 clusters Score -631095.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -631117.750000 Penalty: 895.111084
	Iteration 38Q: 3 clusters Score -631117.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -631136.375000 Penalty: 895.111084
	Iteration 39Q: 3 clusters Score -631136.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -631154.062500 Penalty: 895.111084
	Iteration 40F: 3 clusters Score -631154.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -631165.687500 Penalty: 895.111084
	Iteration 41Q: 3 clusters Score -631165.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -631175.375000 Penalty: 895.111084
	Iteration 42Q: 3 clusters Score -631175.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -631188.875000 Penalty: 895.111084
	Iteration 43Q: 3 clusters Score -631188.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -631192.312500 Penalty: 895.111084
	Iteration 44Q: 3 clusters Score -631192.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -631195.125000 Penalty: 895.111084
	Iteration 45Q: 3 clusters Score -631195.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -631199.687500 Penalty: 895.111084
	Iteration 46Q: 3 clusters Score -631199.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 18348 members 
Entering Unmasked Estep 
Score: -631205.437500 Penalty: 895.111084
	Iteration 47Q: 3 clusters Score -631205.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -631209.437500 Penalty: 895.111084
	Iteration 48Q: 3 clusters Score -631209.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -631211.375000 Penalty: 895.111084
	Iteration 49Q: 3 clusters Score -631211.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -631213.375000 Penalty: 895.111084
	Iteration 50Q: 3 clusters Score -631213.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -631214.125000 Penalty: 895.111084
	Iteration 51Q: 3 clusters Score -631214.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -631214.562500 Penalty: 895.111084
	Iteration 52Q: 3 clusters Score -631214.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -631214.875000 Penalty: 895.111084
	Iteration 53Q: 3 clusters Score -631214.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -631214.875000 Penalty: 895.111084
	Iteration 54F: 3 clusters Score -631214.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (6459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Entering Unmasked Estep 
Score: -188171.875000 Penalty: 399.181946
	Iteration 0F: 2 clusters Score -188171.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -183836.843750 Penalty: 798.363892
	Iteration 0F: 3 clusters Score -183836.8 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -185971.593750 Penalty: 798.363892
	Iteration 1F: 3 clusters Score -185971.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -186439.781250 Penalty: 798.363892
	Iteration 2F: 3 clusters Score -186439.8 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -186854.203125 Penalty: 798.363892
	Iteration 3F: 3 clusters Score -186854.2 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -187121.718750 Penalty: 798.363892
	Iteration 4F: 3 clusters Score -187121.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -187259.406250 Penalty: 798.363892
	Iteration 5Q: 3 clusters Score -187259.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -187326.953125 Penalty: 798.363892
	Iteration 6Q: 3 clusters Score -187327 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -187356.953125 Penalty: 798.363892
	Iteration 7Q: 3 clusters Score -187357 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -187366.906250 Penalty: 798.363892
	Iteration 8Q: 3 clusters Score -187366.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -187373.125000 Penalty: 798.363892
	Iteration 9Q: 3 clusters Score -187373.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -187378.156250 Penalty: 798.363892
	Iteration 10Q: 3 clusters Score -187378.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -187382.796875 Penalty: 798.363892
	Iteration 11Q: 3 clusters Score -187382.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -187387.531250 Penalty: 798.363892
	Iteration 12Q: 3 clusters Score -187387.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -187391.578125 Penalty: 798.363892
	Iteration 13Q: 3 clusters Score -187391.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -187396.468750 Penalty: 798.363892
	Iteration 14Q: 3 clusters Score -187396.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -187399.312500 Penalty: 798.363892
	Iteration 15Q: 3 clusters Score -187399.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -187402.156250 Penalty: 798.363892
	Iteration 16Q: 3 clusters Score -187402.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -187404.640625 Penalty: 798.363892
	Iteration 17Q: 3 clusters Score -187404.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -187405.781250 Penalty: 798.363892
	Iteration 18Q: 3 clusters Score -187405.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -187408.109375 Penalty: 798.363892
	Iteration 19Q: 3 clusters Score -187408.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -187409.734375 Penalty: 798.363892
	Iteration 20F: 3 clusters Score -187409.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -187409.687500 Penalty: 798.363892
	Iteration 21Q: 3 clusters Score -187409.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -187410.109375 Penalty: 798.363892
	Iteration 22Q: 3 clusters Score -187410.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -187410.468750 Penalty: 798.363892
	Iteration 23Q: 3 clusters Score -187410.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -187410.312500 Penalty: 798.363892
	Iteration 24Q: 3 clusters Score -187410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -187410.625000 Penalty: 798.363892
	Iteration 25Q: 3 clusters Score -187410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -187410.828125 Penalty: 798.363892
	Iteration 26Q: 3 clusters Score -187410.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -187410.968750 Penalty: 798.363892
	Iteration 27Q: 3 clusters Score -187411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -187410.843750 Penalty: 798.363892
	Iteration 28Q: 3 clusters Score -187410.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -187410.953125 Penalty: 798.363892
	Iteration 29Q: 3 clusters Score -187411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -187411.062500 Penalty: 798.363892
	Iteration 30Q: 3 clusters Score -187411.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -187411.093750 Penalty: 798.363892
	Iteration 31Q: 3 clusters Score -187411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -187411.265625 Penalty: 798.363892
	Iteration 32Q: 3 clusters Score -187411.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -187411.125000 Penalty: 798.363892
	Iteration 33Q: 3 clusters Score -187411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -187411.187500 Penalty: 798.363892
	Iteration 34Q: 3 clusters Score -187411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -187411.250000 Penalty: 798.363892
	Iteration 35Q: 3 clusters Score -187411.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -187411.500000 Penalty: 798.363892
	Iteration 36Q: 3 clusters Score -187411.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -187411.812500 Penalty: 798.363892
	Iteration 37Q: 3 clusters Score -187411.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -187411.640625 Penalty: 798.363892
	Iteration 38Q: 3 clusters Score -187411.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -187411.812500 Penalty: 798.363892
	Iteration 39Q: 3 clusters Score -187411.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -187411.812500 Penalty: 798.363892
	Iteration 40F: 3 clusters Score -187411.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Entering Unmasked Estep 
Score: -667091.562500 Penalty: 451.554260
	Iteration 0F: 2 clusters Score -667091.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -653555.437500 Penalty: 903.108521
	Iteration 0F: 3 clusters Score -653555.4 nChanged 9601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -659115.500000 Penalty: 903.108521
	Iteration 1F: 3 clusters Score -659115.5 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -659642.187500 Penalty: 903.108521
	Iteration 2F: 3 clusters Score -659642.2 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -660427.062500 Penalty: 903.108521
	Iteration 3F: 3 clusters Score -660427.1 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -661525.000000 Penalty: 903.108521
	Iteration 4F: 3 clusters Score -661525 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -662729.125000 Penalty: 903.108521
	Iteration 5F: 3 clusters Score -662729.1 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -663688.750000 Penalty: 903.108521
	Iteration 6F: 3 clusters Score -663688.8 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -664352.750000 Penalty: 903.108521
	Iteration 7Q: 3 clusters Score -664352.8 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -664834.812500 Penalty: 903.108521
	Iteration 8Q: 3 clusters Score -664834.8 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -665227.312500 Penalty: 903.108521
	Iteration 9Q: 3 clusters Score -665227.3 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -665550.062500 Penalty: 903.108521
	Iteration 10Q: 3 clusters Score -665550.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -665867.250000 Penalty: 903.108521
	Iteration 11Q: 3 clusters Score -665867.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -666113.125000 Penalty: 903.108521
	Iteration 12Q: 3 clusters Score -666113.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19821 members 
Entering Unmasked Estep 
Score: -666311.937500 Penalty: 903.108521
	Iteration 13Q: 3 clusters Score -666311.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -666461.500000 Penalty: 903.108521
	Iteration 14Q: 3 clusters Score -666461.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -666551.687500 Penalty: 903.108521
	Iteration 15Q: 3 clusters Score -666551.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -666611.562500 Penalty: 903.108521
	Iteration 16Q: 3 clusters Score -666611.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -666645.625000 Penalty: 903.108521
	Iteration 17Q: 3 clusters Score -666645.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -666666.000000 Penalty: 903.108521
	Iteration 18Q: 3 clusters Score -666666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -666677.687500 Penalty: 903.108521
	Iteration 19Q: 3 clusters Score -666677.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -666682.625000 Penalty: 903.108521
	Iteration 20F: 3 clusters Score -666682.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 20261 members 
Entering Unmasked Estep 
Score: -666686.562500 Penalty: 903.108521
	Iteration 21Q: 3 clusters Score -666686.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -666688.062500 Penalty: 903.108521
	Iteration 22Q: 3 clusters Score -666688.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -666688.187500 Penalty: 903.108521
	Iteration 23Q: 3 clusters Score -666688.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -666688.812500 Penalty: 903.108521
	Iteration 24Q: 3 clusters Score -666688.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -666691.125000 Penalty: 903.108521
	Iteration 25Q: 3 clusters Score -666691.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 20267 members 
Entering Unmasked Estep 
Score: -666691.125000 Penalty: 903.108521
	Iteration 26F: 3 clusters Score -666691.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (128743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128743 members 
Entering Unmasked Estep 
Score: -4212675.500000 Penalty: 535.333618
	Iteration 0F: 2 clusters Score -4212676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64226 members 
Mstep: Class 2 contains 64517 members 
Entering Unmasked Estep 
Score: -4125576.500000 Penalty: 1070.667236
	Iteration 0F: 3 clusters Score -4125576 nChanged 63059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61961 members 
Mstep: Class 2 contains 66782 members 
Entering Unmasked Estep 
Score: -4165048.250000 Penalty: 1070.667236
	Iteration 1F: 3 clusters Score -4165048 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60222 members 
Mstep: Class 2 contains 68521 members 
Entering Unmasked Estep 
Score: -4167930.500000 Penalty: 1070.667236
	Iteration 2Q: 3 clusters Score -4167930 nChanged 6973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57727 members 
Mstep: Class 2 contains 71016 members 
Entering Unmasked Estep 
Score: -4172365.750000 Penalty: 1070.667236
	Iteration 3F: 3 clusters Score -4172366 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Mstep: Class 2 contains 73934 members 
Entering Unmasked Estep 
Score: -4178756.750000 Penalty: 1070.667236
	Iteration 4F: 3 clusters Score -4178757 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 76631 members 
Entering Unmasked Estep 
Score: -4185060.000000 Penalty: 1070.667236
	Iteration 5F: 3 clusters Score -4185060 nChanged 7239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50159 members 
Mstep: Class 2 contains 78584 members 
Entering Unmasked Estep 
Score: -4188742.250000 Penalty: 1070.667236
	Iteration 6F: 3 clusters Score -4188742 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48670 members 
Mstep: Class 2 contains 80073 members 
Entering Unmasked Estep 
Score: -4190095.250000 Penalty: 1070.667236
	Iteration 7Q: 3 clusters Score -4190095 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47272 members 
Mstep: Class 2 contains 81471 members 
Entering Unmasked Estep 
Score: -4190614.750000 Penalty: 1070.667236
	Iteration 8Q: 3 clusters Score -4190615 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 83010 members 
Entering Unmasked Estep 
Score: -4190966.250000 Penalty: 1070.667236
	Iteration 9Q: 3 clusters Score -4190966 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -4191325.750000 Penalty: 1070.667236
	Iteration 10Q: 3 clusters Score -4191326 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42350 members 
Mstep: Class 2 contains 86393 members 
Entering Unmasked Estep 
Score: -4191681.750000 Penalty: 1070.667236
	Iteration 11Q: 3 clusters Score -4191682 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40469 members 
Mstep: Class 2 contains 88274 members 
Entering Unmasked Estep 
Score: -4192100.250000 Penalty: 1070.667236
	Iteration 12Q: 3 clusters Score -4192100 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 90335 members 
Entering Unmasked Estep 
Score: -4192620.750000 Penalty: 1070.667236
	Iteration 13Q: 3 clusters Score -4192621 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36181 members 
Mstep: Class 2 contains 92562 members 
Entering Unmasked Estep 
Score: -4193227.250000 Penalty: 1070.667236
	Iteration 14Q: 3 clusters Score -4193227 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 94939 members 
Entering Unmasked Estep 
Score: -4193927.000000 Penalty: 1070.667236
	Iteration 15Q: 3 clusters Score -4193927 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 97483 members 
Entering Unmasked Estep 
Score: -4194748.000000 Penalty: 1070.667236
	Iteration 16Q: 3 clusters Score -4194748 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28600 members 
Mstep: Class 2 contains 100143 members 
Entering Unmasked Estep 
Score: -4195665.000000 Penalty: 1070.667236
	Iteration 17Q: 3 clusters Score -4195665 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 102918 members 
Entering Unmasked Estep 
Score: -4196710.500000 Penalty: 1070.667236
	Iteration 18Q: 3 clusters Score -4196710 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 105818 members 
Entering Unmasked Estep 
Score: -4197924.000000 Penalty: 1070.667236
	Iteration 19Q: 3 clusters Score -4197924 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 108806 members 
Entering Unmasked Estep 
Score: -4199359.500000 Penalty: 1070.667236
	Iteration 20F: 3 clusters Score -4199360 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 111883 members 
Entering Unmasked Estep 
Score: -4200918.000000 Penalty: 1070.667236
	Iteration 21Q: 3 clusters Score -4200918 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 114789 members 
Entering Unmasked Estep 
Score: -4202509.500000 Penalty: 1070.667236
	Iteration 22Q: 3 clusters Score -4202510 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 117579 members 
Entering Unmasked Estep 
Score: -4204174.500000 Penalty: 1070.667236
	Iteration 23Q: 3 clusters Score -4204174 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 120220 members 
Entering Unmasked Estep 
Score: -4205901.000000 Penalty: 1070.667236
	Iteration 24Q: 3 clusters Score -4205901 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 122497 members 
Entering Unmasked Estep 
Score: -4207483.500000 Penalty: 1070.667236
	Iteration 25Q: 3 clusters Score -4207484 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 124476 members 
Entering Unmasked Estep 
Score: -4208950.000000 Penalty: 1070.667236
	Iteration 26Q: 3 clusters Score -4208950 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 126049 members 
Entering Unmasked Estep 
Score: -4210189.500000 Penalty: 1070.667236
	Iteration 27Q: 3 clusters Score -4210190 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 127202 members 
Entering Unmasked Estep 
Score: -4211094.500000 Penalty: 1070.667236
	Iteration 28Q: 3 clusters Score -4211094 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 127927 members 
Entering Unmasked Estep 
Score: -4211628.500000 Penalty: 1070.667236
	Iteration 29Q: 3 clusters Score -4211628 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 128324 members 
Entering Unmasked Estep 
Score: -4211930.000000 Penalty: 1070.667236
	Iteration 30Q: 3 clusters Score -4211930 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 128520 members 
Entering Unmasked Estep 
Score: -4212095.000000 Penalty: 1070.667236
	Iteration 31Q: 3 clusters Score -4212095 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 128609 members 
Entering Unmasked Estep 
Score: -4212159.500000 Penalty: 1070.667236
	Iteration 32Q: 3 clusters Score -4212160 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 128637 members 
Entering Unmasked Estep 
Score: -4212182.000000 Penalty: 1070.667236
	Iteration 33Q: 3 clusters Score -4212182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 128652 members 
Entering Unmasked Estep 
Score: -4212193.000000 Penalty: 1070.667236
	Iteration 34Q: 3 clusters Score -4212193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 128657 members 
Entering Unmasked Estep 
Score: -4212199.500000 Penalty: 1070.667236
	Iteration 35Q: 3 clusters Score -4212200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 128660 members 
Entering Unmasked Estep 
Score: -4212202.000000 Penalty: 1070.667236
	Iteration 36Q: 3 clusters Score -4212202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 128666 members 
Entering Unmasked Estep 
Score: -4212209.500000 Penalty: 1070.667236
	Iteration 37Q: 3 clusters Score -4212210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 128669 members 
Entering Unmasked Estep 
Score: -4212211.500000 Penalty: 1070.667236
	Iteration 38Q: 3 clusters Score -4212212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 128671 members 
Entering Unmasked Estep 
Score: -4212214.000000 Penalty: 1070.667236
	Iteration 39Q: 3 clusters Score -4212214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 128672 members 
Entering Unmasked Estep 
Score: -4212215.500000 Penalty: 1070.667236
	Iteration 40F: 3 clusters Score -4212216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 128673 members 
Entering Unmasked Estep 
Score: -4212220.000000 Penalty: 1070.667236
	Iteration 41Q: 3 clusters Score -4212220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 128673 members 
Entering Unmasked Estep 
Score: -4212222.500000 Penalty: 1070.667236
	Iteration 42Q: 3 clusters Score -4212222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 128674 members 
Entering Unmasked Estep 
Score: -4212224.500000 Penalty: 1070.667236
	Iteration 43Q: 3 clusters Score -4212224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 128674 members 
Entering Unmasked Estep 
Score: -4212224.500000 Penalty: 1070.667236
	Iteration 44F: 3 clusters Score -4212224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Entering Unmasked Estep 
Score: -200985.328125 Penalty: 397.772614
	Iteration 0F: 2 clusters Score -200985.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -196708.296875 Penalty: 795.545227
	Iteration 0F: 3 clusters Score -196708.3 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -198343.484375 Penalty: 795.545227
	Iteration 1F: 3 clusters Score -198343.5 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -198562.187500 Penalty: 795.545227
	Iteration 2F: 3 clusters Score -198562.2 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -198837.718750 Penalty: 795.545227
	Iteration 3F: 3 clusters Score -198837.7 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -199223.984375 Penalty: 795.545227
	Iteration 4F: 3 clusters Score -199224 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -199659.359375 Penalty: 795.545227
	Iteration 5F: 3 clusters Score -199659.4 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -199995.578125 Penalty: 795.545227
	Iteration 6F: 3 clusters Score -199995.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -200252.625000 Penalty: 795.545227
	Iteration 7F: 3 clusters Score -200252.6 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -200492.421875 Penalty: 795.545227
	Iteration 8F: 3 clusters Score -200492.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -200746.390625 Penalty: 795.545227
	Iteration 9Q: 3 clusters Score -200746.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -200880.078125 Penalty: 795.545227
	Iteration 10Q: 3 clusters Score -200880.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -200940.000000 Penalty: 795.545227
	Iteration 11Q: 3 clusters Score -200940 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -200976.328125 Penalty: 795.545227
	Iteration 12Q: 3 clusters Score -200976.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -201000.296875 Penalty: 795.545227
	Iteration 13Q: 3 clusters Score -201000.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -201010.218750 Penalty: 795.545227
	Iteration 14Q: 3 clusters Score -201010.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -201015.031250 Penalty: 795.545227
	Iteration 15Q: 3 clusters Score -201015 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -201017.703125 Penalty: 795.545227
	Iteration 16Q: 3 clusters Score -201017.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -201018.953125 Penalty: 795.545227
	Iteration 17Q: 3 clusters Score -201019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -201020.375000 Penalty: 795.545227
	Iteration 18Q: 3 clusters Score -201020.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -201022.484375 Penalty: 795.545227
	Iteration 19Q: 3 clusters Score -201022.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -201023.015625 Penalty: 795.545227
	Iteration 20F: 3 clusters Score -201023 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -201024.078125 Penalty: 795.545227
	Iteration 21Q: 3 clusters Score -201024.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -201024.906250 Penalty: 795.545227
	Iteration 22Q: 3 clusters Score -201024.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -201026.437500 Penalty: 795.545227
	Iteration 23Q: 3 clusters Score -201026.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -201026.734375 Penalty: 795.545227
	Iteration 24Q: 3 clusters Score -201026.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -201027.203125 Penalty: 795.545227
	Iteration 25Q: 3 clusters Score -201027.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -201026.796875 Penalty: 795.545227
	Iteration 26Q: 3 clusters Score -201026.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -201027.281250 Penalty: 795.545227
	Iteration 27Q: 3 clusters Score -201027.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -201027.984375 Penalty: 795.545227
	Iteration 28Q: 3 clusters Score -201028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -201028.406250 Penalty: 795.545227
	Iteration 29Q: 3 clusters Score -201028.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -201028.796875 Penalty: 795.545227
	Iteration 30Q: 3 clusters Score -201028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -201028.781250 Penalty: 795.545227
	Iteration 31Q: 3 clusters Score -201028.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -201028.968750 Penalty: 795.545227
	Iteration 32Q: 3 clusters Score -201029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -201028.968750 Penalty: 795.545227
	Iteration 33F: 3 clusters Score -201029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 45711 members 
Mstep: Class 2 contains 610 members 
Mstep: Class 3 contains 2470 members 
Mstep: Class 4 contains 6585 members 
Mstep: Class 5 contains 673 members 
Mstep: Class 6 contains 3615 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 6092 members 
Mstep: Class 9 contains 149776 members 
Mstep: Class 10 contains 23593 members 
Mstep: Class 11 contains 315 members 
Mstep: Class 12 contains 38359 members 
Mstep: Class 13 contains 18702 members 
Mstep: Class 14 contains 6459 members 
Mstep: Class 15 contains 20420 members 
Mstep: Class 16 contains 128743 members 
Mstep: Class 17 contains 4654 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 3565 members 
Mstep: Class 20 contains 2083 members 
Mstep: Class 21 contains 7194 members 
Mstep: Class 22 contains 4285 members 
Mstep: Class 23 contains 36103 members 
Mstep: Class 24 contains 2177 members 
Mstep: Class 25 contains 1608 members 
Entering Unmasked Estep 
Score: -15732056.000000 Penalty: 14978.081055
Splitting cluster 17 changes total score from -15732231.000000 to -15732056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (5682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Entering Unmasked Estep 
Score: -167033.187500 Penalty: 393.350159
	Iteration 0F: 2 clusters Score -167033.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -163249.468750 Penalty: 786.700317
	Iteration 0F: 3 clusters Score -163249.5 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -164731.031250 Penalty: 786.700317
	Iteration 1F: 3 clusters Score -164731 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -164972.296875 Penalty: 786.700317
	Iteration 2F: 3 clusters Score -164972.3 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -165211.546875 Penalty: 786.700317
	Iteration 3F: 3 clusters Score -165211.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -165484.765625 Penalty: 786.700317
	Iteration 4F: 3 clusters Score -165484.8 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -165758.843750 Penalty: 786.700317
	Iteration 5F: 3 clusters Score -165758.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -166037.515625 Penalty: 786.700317
	Iteration 6Q: 3 clusters Score -166037.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -166232.796875 Penalty: 786.700317
	Iteration 7Q: 3 clusters Score -166232.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -166333.406250 Penalty: 786.700317
	Iteration 8Q: 3 clusters Score -166333.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -166394.046875 Penalty: 786.700317
	Iteration 9Q: 3 clusters Score -166394 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -166442.687500 Penalty: 786.700317
	Iteration 10Q: 3 clusters Score -166442.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -166472.421875 Penalty: 786.700317
	Iteration 11Q: 3 clusters Score -166472.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -166492.796875 Penalty: 786.700317
	Iteration 12Q: 3 clusters Score -166492.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -166506.609375 Penalty: 786.700317
	Iteration 13Q: 3 clusters Score -166506.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -166520.671875 Penalty: 786.700317
	Iteration 14Q: 3 clusters Score -166520.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -166531.109375 Penalty: 786.700317
	Iteration 15Q: 3 clusters Score -166531.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -166539.125000 Penalty: 786.700317
	Iteration 16Q: 3 clusters Score -166539.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -166548.250000 Penalty: 786.700317
	Iteration 17Q: 3 clusters Score -166548.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -166558.109375 Penalty: 786.700317
	Iteration 18Q: 3 clusters Score -166558.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -166566.875000 Penalty: 786.700317
	Iteration 19Q: 3 clusters Score -166566.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -166571.531250 Penalty: 786.700317
	Iteration 20F: 3 clusters Score -166571.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -166575.578125 Penalty: 786.700317
	Iteration 21Q: 3 clusters Score -166575.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -166579.171875 Penalty: 786.700317
	Iteration 22Q: 3 clusters Score -166579.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -166581.828125 Penalty: 786.700317
	Iteration 23Q: 3 clusters Score -166581.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -166583.687500 Penalty: 786.700317
	Iteration 24Q: 3 clusters Score -166583.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -166586.421875 Penalty: 786.700317
	Iteration 25Q: 3 clusters Score -166586.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -166588.875000 Penalty: 786.700317
	Iteration 26Q: 3 clusters Score -166588.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -166592.921875 Penalty: 786.700317
	Iteration 27Q: 3 clusters Score -166592.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -166597.750000 Penalty: 786.700317
	Iteration 28Q: 3 clusters Score -166597.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -166602.328125 Penalty: 786.700317
	Iteration 29Q: 3 clusters Score -166602.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -166606.156250 Penalty: 786.700317
	Iteration 30Q: 3 clusters Score -166606.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -166610.218750 Penalty: 786.700317
	Iteration 31Q: 3 clusters Score -166610.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -166615.828125 Penalty: 786.700317
	Iteration 32Q: 3 clusters Score -166615.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -166622.000000 Penalty: 786.700317
	Iteration 33Q: 3 clusters Score -166622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -166630.578125 Penalty: 786.700317
	Iteration 34Q: 3 clusters Score -166630.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -166636.734375 Penalty: 786.700317
	Iteration 35Q: 3 clusters Score -166636.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -166639.781250 Penalty: 786.700317
	Iteration 36Q: 3 clusters Score -166639.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -166643.281250 Penalty: 786.700317
	Iteration 37Q: 3 clusters Score -166643.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -166647.828125 Penalty: 786.700317
	Iteration 38Q: 3 clusters Score -166647.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -166650.796875 Penalty: 786.700317
	Iteration 39Q: 3 clusters Score -166650.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -166653.843750 Penalty: 786.700317
	Iteration 40F: 3 clusters Score -166653.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -166656.875000 Penalty: 786.700317
	Iteration 41Q: 3 clusters Score -166656.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -166659.656250 Penalty: 786.700317
	Iteration 42Q: 3 clusters Score -166659.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -166661.359375 Penalty: 786.700317
	Iteration 43Q: 3 clusters Score -166661.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -166663.421875 Penalty: 786.700317
	Iteration 44Q: 3 clusters Score -166663.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -166665.953125 Penalty: 786.700317
	Iteration 45Q: 3 clusters Score -166666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -166667.796875 Penalty: 786.700317
	Iteration 46Q: 3 clusters Score -166667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -166671.156250 Penalty: 786.700317
	Iteration 47Q: 3 clusters Score -166671.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -166674.765625 Penalty: 786.700317
	Iteration 48Q: 3 clusters Score -166674.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -166678.718750 Penalty: 786.700317
	Iteration 49Q: 3 clusters Score -166678.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -166680.625000 Penalty: 786.700317
	Iteration 50Q: 3 clusters Score -166680.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -166680.750000 Penalty: 786.700317
	Iteration 51Q: 3 clusters Score -166680.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -166680.750000 Penalty: 786.700317
	Iteration 52F: 3 clusters Score -166680.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -121524.070312 Penalty: 372.140839
	Iteration 0F: 2 clusters Score -121524.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -119042.296875 Penalty: 744.281677
	Iteration 0F: 3 clusters Score -119042.3 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -119997.265625 Penalty: 744.281677
	Iteration 1F: 3 clusters Score -119997.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -120061.687500 Penalty: 744.281677
	Iteration 2F: 3 clusters Score -120061.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -120112.953125 Penalty: 744.281677
	Iteration 3Q: 3 clusters Score -120113 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -120178.882812 Penalty: 744.281677
	Iteration 4Q: 3 clusters Score -120178.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -120258.546875 Penalty: 744.281677
	Iteration 5Q: 3 clusters Score -120258.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -120347.296875 Penalty: 744.281677
	Iteration 6Q: 3 clusters Score -120347.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -120467.781250 Penalty: 744.281677
	Iteration 7Q: 3 clusters Score -120467.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -120596.671875 Penalty: 744.281677
	Iteration 8Q: 3 clusters Score -120596.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -120739.617188 Penalty: 744.281677
	Iteration 9Q: 3 clusters Score -120739.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -120857.109375 Penalty: 744.281677
	Iteration 10Q: 3 clusters Score -120857.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -120925.398438 Penalty: 744.281677
	Iteration 11Q: 3 clusters Score -120925.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -120975.500000 Penalty: 744.281677
	Iteration 12Q: 3 clusters Score -120975.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -121018.085938 Penalty: 744.281677
	Iteration 13Q: 3 clusters Score -121018.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -121055.656250 Penalty: 744.281677
	Iteration 14Q: 3 clusters Score -121055.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -121083.296875 Penalty: 744.281677
	Iteration 15Q: 3 clusters Score -121083.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -121099.226562 Penalty: 744.281677
	Iteration 16Q: 3 clusters Score -121099.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -121110.046875 Penalty: 744.281677
	Iteration 17Q: 3 clusters Score -121110 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -121118.539062 Penalty: 744.281677
	Iteration 18Q: 3 clusters Score -121118.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -121126.656250 Penalty: 744.281677
	Iteration 19Q: 3 clusters Score -121126.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -121135.234375 Penalty: 744.281677
	Iteration 20F: 3 clusters Score -121135.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -121149.710938 Penalty: 744.281677
	Iteration 21Q: 3 clusters Score -121149.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -121159.335938 Penalty: 744.281677
	Iteration 22Q: 3 clusters Score -121159.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -121171.945312 Penalty: 744.281677
	Iteration 23Q: 3 clusters Score -121171.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -121188.296875 Penalty: 744.281677
	Iteration 24Q: 3 clusters Score -121188.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -121209.054688 Penalty: 744.281677
	Iteration 25Q: 3 clusters Score -121209.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -121227.718750 Penalty: 744.281677
	Iteration 26Q: 3 clusters Score -121227.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -121238.914062 Penalty: 744.281677
	Iteration 27Q: 3 clusters Score -121238.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -121245.437500 Penalty: 744.281677
	Iteration 28Q: 3 clusters Score -121245.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -121250.062500 Penalty: 744.281677
	Iteration 29Q: 3 clusters Score -121250.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -121251.335938 Penalty: 744.281677
	Iteration 30Q: 3 clusters Score -121251.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -121252.210938 Penalty: 744.281677
	Iteration 31Q: 3 clusters Score -121252.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -121253.492188 Penalty: 744.281677
	Iteration 32Q: 3 clusters Score -121253.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -121254.992188 Penalty: 744.281677
	Iteration 33Q: 3 clusters Score -121255 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -121257.203125 Penalty: 744.281677
	Iteration 34Q: 3 clusters Score -121257.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -121259.929688 Penalty: 744.281677
	Iteration 35Q: 3 clusters Score -121259.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -121260.539062 Penalty: 744.281677
	Iteration 36Q: 3 clusters Score -121260.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -121261.687500 Penalty: 744.281677
	Iteration 37Q: 3 clusters Score -121261.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -121264.062500 Penalty: 744.281677
	Iteration 38Q: 3 clusters Score -121264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -121265.226562 Penalty: 744.281677
	Iteration 39Q: 3 clusters Score -121265.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -121265.679688 Penalty: 744.281677
	Iteration 40F: 3 clusters Score -121265.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -121266.523438 Penalty: 744.281677
	Iteration 41Q: 3 clusters Score -121266.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -121266.968750 Penalty: 744.281677
	Iteration 42Q: 3 clusters Score -121267 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -121267.429688 Penalty: 744.281677
	Iteration 43Q: 3 clusters Score -121267.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -121267.429688 Penalty: 744.281677
	Iteration 44F: 3 clusters Score -121267.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (2083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Entering Unmasked Estep 
Score: -66655.742188 Penalty: 347.691193
	Iteration 0F: 2 clusters Score -66655.74 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -65164.027344 Penalty: 695.382385
	Iteration 0F: 3 clusters Score -65164.03 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -65680.078125 Penalty: 695.382385
	Iteration 1F: 3 clusters Score -65680.08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -65755.859375 Penalty: 695.382385
	Iteration 2F: 3 clusters Score -65755.86 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -65813.976562 Penalty: 695.382385
	Iteration 3F: 3 clusters Score -65813.98 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -65869.820312 Penalty: 695.382385
	Iteration 4Q: 3 clusters Score -65869.82 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -65934.773438 Penalty: 695.382385
	Iteration 5Q: 3 clusters Score -65934.77 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -66001.539062 Penalty: 695.382385
	Iteration 6Q: 3 clusters Score -66001.54 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -66067.664062 Penalty: 695.382385
	Iteration 7Q: 3 clusters Score -66067.66 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -66129.125000 Penalty: 695.382385
	Iteration 8Q: 3 clusters Score -66129.12 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -66166.265625 Penalty: 695.382385
	Iteration 9Q: 3 clusters Score -66166.27 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -66193.671875 Penalty: 695.382385
	Iteration 10Q: 3 clusters Score -66193.67 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -66213.164062 Penalty: 695.382385
	Iteration 11Q: 3 clusters Score -66213.16 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -66230.523438 Penalty: 695.382385
	Iteration 12Q: 3 clusters Score -66230.52 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -66250.789062 Penalty: 695.382385
	Iteration 13Q: 3 clusters Score -66250.79 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -66264.218750 Penalty: 695.382385
	Iteration 14Q: 3 clusters Score -66264.22 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -66273.062500 Penalty: 695.382385
	Iteration 15Q: 3 clusters Score -66273.06 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -66281.601562 Penalty: 695.382385
	Iteration 16Q: 3 clusters Score -66281.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -66285.234375 Penalty: 695.382385
	Iteration 17Q: 3 clusters Score -66285.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -66289.882812 Penalty: 695.382385
	Iteration 18Q: 3 clusters Score -66289.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -66292.867188 Penalty: 695.382385
	Iteration 19Q: 3 clusters Score -66292.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -66295.109375 Penalty: 695.382385
	Iteration 20F: 3 clusters Score -66295.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -66297.632812 Penalty: 695.382385
	Iteration 21Q: 3 clusters Score -66297.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -66300.992188 Penalty: 695.382385
	Iteration 22Q: 3 clusters Score -66300.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -66305.265625 Penalty: 695.382385
	Iteration 23Q: 3 clusters Score -66305.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -66310.195312 Penalty: 695.382385
	Iteration 24Q: 3 clusters Score -66310.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -66320.187500 Penalty: 695.382385
	Iteration 25Q: 3 clusters Score -66320.19 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -66331.234375 Penalty: 695.382385
	Iteration 26Q: 3 clusters Score -66331.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -66337.664062 Penalty: 695.382385
	Iteration 27Q: 3 clusters Score -66337.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -66339.898438 Penalty: 695.382385
	Iteration 28Q: 3 clusters Score -66339.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -66340.101562 Penalty: 695.382385
	Iteration 29Q: 3 clusters Score -66340.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -66340.578125 Penalty: 695.382385
	Iteration 30Q: 3 clusters Score -66340.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -66340.656250 Penalty: 695.382385
	Iteration 31Q: 3 clusters Score -66340.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -66342.031250 Penalty: 695.382385
	Iteration 32Q: 3 clusters Score -66342.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -66343.328125 Penalty: 695.382385
	Iteration 33Q: 3 clusters Score -66343.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -66343.328125 Penalty: 695.382385
	Iteration 34F: 3 clusters Score -66343.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (7194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Entering Unmasked Estep 
Score: -213416.156250 Penalty: 404.085602
	Iteration 0F: 2 clusters Score -213416.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -208545.750000 Penalty: 808.171204
	Iteration 0F: 3 clusters Score -208545.8 nChanged 3332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -210492.390625 Penalty: 808.171204
	Iteration 1F: 3 clusters Score -210492.4 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -210751.203125 Penalty: 808.171204
	Iteration 2F: 3 clusters Score -210751.2 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -211043.656250 Penalty: 808.171204
	Iteration 3F: 3 clusters Score -211043.7 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -211356.437500 Penalty: 808.171204
	Iteration 4F: 3 clusters Score -211356.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -211646.015625 Penalty: 808.171204
	Iteration 5F: 3 clusters Score -211646 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -211897.421875 Penalty: 808.171204
	Iteration 6F: 3 clusters Score -211897.4 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -212081.500000 Penalty: 808.171204
	Iteration 7Q: 3 clusters Score -212081.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -212270.078125 Penalty: 808.171204
	Iteration 8Q: 3 clusters Score -212270.1 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -212480.671875 Penalty: 808.171204
	Iteration 9Q: 3 clusters Score -212480.7 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -212687.812500 Penalty: 808.171204
	Iteration 10Q: 3 clusters Score -212687.8 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -212821.406250 Penalty: 808.171204
	Iteration 11Q: 3 clusters Score -212821.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -212881.250000 Penalty: 808.171204
	Iteration 12Q: 3 clusters Score -212881.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -212912.484375 Penalty: 808.171204
	Iteration 13Q: 3 clusters Score -212912.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -212927.234375 Penalty: 808.171204
	Iteration 14Q: 3 clusters Score -212927.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -212936.968750 Penalty: 808.171204
	Iteration 15Q: 3 clusters Score -212937 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -212943.265625 Penalty: 808.171204
	Iteration 16Q: 3 clusters Score -212943.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -212946.359375 Penalty: 808.171204
	Iteration 17Q: 3 clusters Score -212946.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -212948.515625 Penalty: 808.171204
	Iteration 18Q: 3 clusters Score -212948.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -212949.171875 Penalty: 808.171204
	Iteration 19Q: 3 clusters Score -212949.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -212949.828125 Penalty: 808.171204
	Iteration 20F: 3 clusters Score -212949.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -212951.312500 Penalty: 808.171204
	Iteration 21Q: 3 clusters Score -212951.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -212951.890625 Penalty: 808.171204
	Iteration 22Q: 3 clusters Score -212951.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -212952.750000 Penalty: 808.171204
	Iteration 23Q: 3 clusters Score -212952.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -212952.687500 Penalty: 808.171204
	Iteration 24Q: 3 clusters Score -212952.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -212953.312500 Penalty: 808.171204
	Iteration 25Q: 3 clusters Score -212953.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -212953.000000 Penalty: 808.171204
	Iteration 26Q: 3 clusters Score -212953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -212954.062500 Penalty: 808.171204
	Iteration 27Q: 3 clusters Score -212954.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -212954.140625 Penalty: 808.171204
	Iteration 28Q: 3 clusters Score -212954.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -212954.312500 Penalty: 808.171204
	Iteration 29Q: 3 clusters Score -212954.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -212954.890625 Penalty: 808.171204
	Iteration 30Q: 3 clusters Score -212954.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -212954.890625 Penalty: 808.171204
	Iteration 31F: 3 clusters Score -212954.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (4285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Entering Unmasked Estep 
Score: -138329.718750 Penalty: 380.510864
	Iteration 0F: 2 clusters Score -138329.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -135406.531250 Penalty: 761.021729
	Iteration 0F: 3 clusters Score -135406.5 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -136434.000000 Penalty: 761.021729
	Iteration 1F: 3 clusters Score -136434 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -136509.390625 Penalty: 761.021729
	Iteration 2Q: 3 clusters Score -136509.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -136581.843750 Penalty: 761.021729
	Iteration 3Q: 3 clusters Score -136581.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -136653.359375 Penalty: 761.021729
	Iteration 4Q: 3 clusters Score -136653.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -136728.796875 Penalty: 761.021729
	Iteration 5Q: 3 clusters Score -136728.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -136838.437500 Penalty: 761.021729
	Iteration 6Q: 3 clusters Score -136838.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -136993.968750 Penalty: 761.021729
	Iteration 7Q: 3 clusters Score -136994 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -137200.609375 Penalty: 761.021729
	Iteration 8F: 3 clusters Score -137200.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -137451.531250 Penalty: 761.021729
	Iteration 9F: 3 clusters Score -137451.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -137623.968750 Penalty: 761.021729
	Iteration 10F: 3 clusters Score -137624 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -137720.593750 Penalty: 761.021729
	Iteration 11Q: 3 clusters Score -137720.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -137772.890625 Penalty: 761.021729
	Iteration 12Q: 3 clusters Score -137772.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -137801.625000 Penalty: 761.021729
	Iteration 13Q: 3 clusters Score -137801.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -137815.468750 Penalty: 761.021729
	Iteration 14Q: 3 clusters Score -137815.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -137821.484375 Penalty: 761.021729
	Iteration 15Q: 3 clusters Score -137821.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -137824.015625 Penalty: 761.021729
	Iteration 16Q: 3 clusters Score -137824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -137825.187500 Penalty: 761.021729
	Iteration 17Q: 3 clusters Score -137825.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -137825.796875 Penalty: 761.021729
	Iteration 18Q: 3 clusters Score -137825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -137826.406250 Penalty: 761.021729
	Iteration 19Q: 3 clusters Score -137826.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -137826.734375 Penalty: 761.021729
	Iteration 20F: 3 clusters Score -137826.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -137827.453125 Penalty: 761.021729
	Iteration 21Q: 3 clusters Score -137827.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -137828.375000 Penalty: 761.021729
	Iteration 22Q: 3 clusters Score -137828.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -137828.937500 Penalty: 761.021729
	Iteration 23Q: 3 clusters Score -137828.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -137830.156250 Penalty: 761.021729
	Iteration 24Q: 3 clusters Score -137830.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -137831.296875 Penalty: 761.021729
	Iteration 25Q: 3 clusters Score -137831.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -137832.953125 Penalty: 761.021729
	Iteration 26Q: 3 clusters Score -137833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -137834.375000 Penalty: 761.021729
	Iteration 27Q: 3 clusters Score -137834.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -137837.078125 Penalty: 761.021729
	Iteration 28Q: 3 clusters Score -137837.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -137838.046875 Penalty: 761.021729
	Iteration 29Q: 3 clusters Score -137838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -137839.390625 Penalty: 761.021729
	Iteration 30Q: 3 clusters Score -137839.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -137840.687500 Penalty: 761.021729
	Iteration 31Q: 3 clusters Score -137840.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -137842.187500 Penalty: 761.021729
	Iteration 32Q: 3 clusters Score -137842.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -137844.109375 Penalty: 761.021729
	Iteration 33Q: 3 clusters Score -137844.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -137844.500000 Penalty: 761.021729
	Iteration 34Q: 3 clusters Score -137844.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -137844.703125 Penalty: 761.021729
	Iteration 35Q: 3 clusters Score -137844.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -137844.750000 Penalty: 761.021729
	Iteration 36Q: 3 clusters Score -137844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -137844.796875 Penalty: 761.021729
	Iteration 37Q: 3 clusters Score -137844.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -137845.078125 Penalty: 761.021729
	Iteration 38Q: 3 clusters Score -137845.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -137845.078125 Penalty: 761.021729
	Iteration 39F: 3 clusters Score -137845.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (36103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Entering Unmasked Estep 
Score: -1128409.000000 Penalty: 477.482971
	Iteration 0F: 2 clusters Score -1128409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -1104408.500000 Penalty: 954.965942
	Iteration 0F: 3 clusters Score -1104408 nChanged 17360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 20988 members 
Entering Unmasked Estep 
Score: -1114975.000000 Penalty: 954.965942
	Iteration 1F: 3 clusters Score -1114975 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -1116057.875000 Penalty: 954.965942
	Iteration 2F: 3 clusters Score -1116058 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -1117800.125000 Penalty: 954.965942
	Iteration 3F: 3 clusters Score -1117800 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 27631 members 
Entering Unmasked Estep 
Score: -1120218.375000 Penalty: 954.965942
	Iteration 4F: 3 clusters Score -1120218 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 30497 members 
Entering Unmasked Estep 
Score: -1123007.875000 Penalty: 954.965942
	Iteration 5F: 3 clusters Score -1123008 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -1125307.500000 Penalty: 954.965942
	Iteration 6F: 3 clusters Score -1125308 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -1126704.000000 Penalty: 954.965942
	Iteration 7Q: 3 clusters Score -1126704 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -1127406.000000 Penalty: 954.965942
	Iteration 8Q: 3 clusters Score -1127406 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -1127757.000000 Penalty: 954.965942
	Iteration 9Q: 3 clusters Score -1127757 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 35651 members 
Entering Unmasked Estep 
Score: -1127893.625000 Penalty: 954.965942
	Iteration 10Q: 3 clusters Score -1127894 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 35737 members 
Entering Unmasked Estep 
Score: -1127982.625000 Penalty: 954.965942
	Iteration 11Q: 3 clusters Score -1127983 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -1128022.625000 Penalty: 954.965942
	Iteration 12Q: 3 clusters Score -1128023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 35810 members 
Entering Unmasked Estep 
Score: -1128051.000000 Penalty: 954.965942
	Iteration 13Q: 3 clusters Score -1128051 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 35822 members 
Entering Unmasked Estep 
Score: -1128065.125000 Penalty: 954.965942
	Iteration 14Q: 3 clusters Score -1128065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -1128072.000000 Penalty: 954.965942
	Iteration 15Q: 3 clusters Score -1128072 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -1128085.625000 Penalty: 954.965942
	Iteration 16Q: 3 clusters Score -1128086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -1128094.750000 Penalty: 954.965942
	Iteration 17Q: 3 clusters Score -1128095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 35823 members 
Entering Unmasked Estep 
Score: -1128100.750000 Penalty: 954.965942
	Iteration 18Q: 3 clusters Score -1128101 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -1128114.250000 Penalty: 954.965942
	Iteration 19Q: 3 clusters Score -1128114 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -1128128.375000 Penalty: 954.965942
	Iteration 20F: 3 clusters Score -1128128 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -1128141.375000 Penalty: 954.965942
	Iteration 21Q: 3 clusters Score -1128141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -1128150.375000 Penalty: 954.965942
	Iteration 22Q: 3 clusters Score -1128150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -1128158.500000 Penalty: 954.965942
	Iteration 23Q: 3 clusters Score -1128158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -1128162.125000 Penalty: 954.965942
	Iteration 24Q: 3 clusters Score -1128162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 35824 members 
Entering Unmasked Estep 
Score: -1128167.625000 Penalty: 954.965942
	Iteration 25Q: 3 clusters Score -1128168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 35827 members 
Entering Unmasked Estep 
Score: -1128166.125000 Penalty: 954.965942
	Iteration 26Q: 3 clusters Score -1128166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 35830 members 
Entering Unmasked Estep 
Score: -1128168.375000 Penalty: 954.965942
	Iteration 27Q: 3 clusters Score -1128168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -1128169.375000 Penalty: 954.965942
	Iteration 28Q: 3 clusters Score -1128169 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -1128168.625000 Penalty: 954.965942
	Iteration 29Q: 3 clusters Score -1128169 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 35832 members 
Entering Unmasked Estep 
Score: -1128168.625000 Penalty: 954.965942
	Iteration 30F: 3 clusters Score -1128169 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Entering Unmasked Estep 
Score: -63214.601562 Penalty: 349.699493
	Iteration 0F: 2 clusters Score -63214.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -61687.984375 Penalty: 699.398987
	Iteration 0F: 3 clusters Score -61687.98 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -62252.523438 Penalty: 699.398987
	Iteration 1F: 3 clusters Score -62252.52 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -62377.699219 Penalty: 699.398987
	Iteration 2F: 3 clusters Score -62377.7 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -62486.968750 Penalty: 699.398987
	Iteration 3F: 3 clusters Score -62486.97 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -62581.074219 Penalty: 699.398987
	Iteration 4F: 3 clusters Score -62581.07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -62661.359375 Penalty: 699.398987
	Iteration 5F: 3 clusters Score -62661.36 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -62728.687500 Penalty: 699.398987
	Iteration 6Q: 3 clusters Score -62728.69 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -62788.804688 Penalty: 699.398987
	Iteration 7Q: 3 clusters Score -62788.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -62819.652344 Penalty: 699.398987
	Iteration 8Q: 3 clusters Score -62819.65 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -62834.839844 Penalty: 699.398987
	Iteration 9Q: 3 clusters Score -62834.84 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -62841.710938 Penalty: 699.398987
	Iteration 10Q: 3 clusters Score -62841.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -62848.937500 Penalty: 699.398987
	Iteration 11Q: 3 clusters Score -62848.94 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -62857.195312 Penalty: 699.398987
	Iteration 12Q: 3 clusters Score -62857.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -62861.722656 Penalty: 699.398987
	Iteration 13Q: 3 clusters Score -62861.72 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -62864.210938 Penalty: 699.398987
	Iteration 14Q: 3 clusters Score -62864.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -62865.296875 Penalty: 699.398987
	Iteration 15Q: 3 clusters Score -62865.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -62866.039062 Penalty: 699.398987
	Iteration 16Q: 3 clusters Score -62866.04 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -62866.441406 Penalty: 699.398987
	Iteration 17Q: 3 clusters Score -62866.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -62866.949219 Penalty: 699.398987
	Iteration 18Q: 3 clusters Score -62866.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -62868.050781 Penalty: 699.398987
	Iteration 19Q: 3 clusters Score -62868.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -62869.218750 Penalty: 699.398987
	Iteration 20F: 3 clusters Score -62869.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -62869.683594 Penalty: 699.398987
	Iteration 21Q: 3 clusters Score -62869.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -62869.769531 Penalty: 699.398987
	Iteration 22Q: 3 clusters Score -62869.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -62869.945312 Penalty: 699.398987
	Iteration 23Q: 3 clusters Score -62869.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -62869.945312 Penalty: 699.398987
	Iteration 24F: 3 clusters Score -62869.95 nChanged 0
24->25 Clusters: Score -15732231.000000, best is -15736391.000000

Starting from 25 clusters...
--- Clustering full data set of 523108 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21967 members 
Mstep: Class 2 contains 21807 members 
Mstep: Class 3 contains 21964 members 
Mstep: Class 4 contains 21748 members 
Mstep: Class 5 contains 21716 members 
Mstep: Class 6 contains 21616 members 
Mstep: Class 7 contains 21691 members 
Mstep: Class 8 contains 21747 members 
Mstep: Class 9 contains 22123 members 
Mstep: Class 10 contains 21733 members 
Mstep: Class 11 contains 21824 members 
Mstep: Class 12 contains 21881 members 
Mstep: Class 13 contains 21914 members 
Mstep: Class 14 contains 21793 members 
Mstep: Class 15 contains 21676 members 
Mstep: Class 16 contains 21948 members 
Mstep: Class 17 contains 21444 members 
Mstep: Class 18 contains 21837 members 
Mstep: Class 19 contains 21904 members 
Mstep: Class 20 contains 21782 members 
Mstep: Class 21 contains 21971 members 
Mstep: Class 22 contains 21753 members 
Mstep: Class 23 contains 21715 members 
Mstep: Class 24 contains 21554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 120.247673 but Gain 599.123047
Score: -13742292.000000 Penalty: 13779.833984
Iteration 0F: 24 clusters Score -1.374229e+07 nChanged 499466
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 15785 members 
Mstep: Class 3 contains 69743 members 
Mstep: Class 4 contains 18689 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 21498 members 
Mstep: Class 7 contains 56969 members 
Mstep: Class 8 contains 6475 members 
Mstep: Class 9 contains 33661 members 
Mstep: Class 10 contains 16023 members 
Mstep: Class 11 contains 36314 members 
Mstep: Class 12 contains 13887 members 
Mstep: Class 13 contains 15327 members 
Mstep: Class 14 contains 14774 members 
Mstep: Class 15 contains 14547 members 
Mstep: Class 16 contains 11211 members 
Mstep: Class 17 contains 6309 members 
Mstep: Class 18 contains 23067 members 
Mstep: Class 19 contains 19759 members 
Mstep: Class 20 contains 14451 members 
Mstep: Class 21 contains 41330 members 
Mstep: Class 23 contains 30956 members 
Mstep: Class 24 contains 10969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -14966382.000000 Penalty: 13779.833984
Iteration 1F: 24 clusters Score -1.496638e+07 nChanged 181469
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 13307 members 
Mstep: Class 3 contains 81093 members 
Mstep: Class 4 contains 15204 members 
Mstep: Class 5 contains 7018 members 
Mstep: Class 6 contains 16282 members 
Mstep: Class 7 contains 67360 members 
Mstep: Class 8 contains 3718 members 
Mstep: Class 9 contains 37546 members 
Mstep: Class 10 contains 10828 members 
Mstep: Class 11 contains 67300 members 
Mstep: Class 12 contains 10766 members 
Mstep: Class 13 contains 16179 members 
Mstep: Class 14 contains 10875 members 
Mstep: Class 15 contains 12222 members 
Mstep: Class 16 contains 7268 members 
Mstep: Class 17 contains 6627 members 
Mstep: Class 18 contains 16029 members 
Mstep: Class 19 contains 16153 members 
Mstep: Class 20 contains 9457 members 
Mstep: Class 21 contains 52235 members 
Mstep: Class 23 contains 20711 members 
Mstep: Class 24 contains 10681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15242766.000000 Penalty: 13779.833984
Iteration 2F: 24 clusters Score -1.524277e+07 nChanged 132386
Entering Unmasked Mstep 
Mstep: Class 0 contains 73 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 12979 members 
Mstep: Class 3 contains 90894 members 
Mstep: Class 4 contains 12337 members 
Mstep: Class 5 contains 5956 members 
Mstep: Class 6 contains 11244 members 
Mstep: Class 7 contains 77001 members 
Mstep: Class 8 contains 2050 members 
Mstep: Class 9 contains 42868 members 
Mstep: Class 10 contains 7617 members 
Mstep: Class 11 contains 99184 members 
Mstep: Class 12 contains 7211 members 
Mstep: Class 13 contains 12308 members 
Mstep: Class 14 contains 6803 members 
Mstep: Class 15 contains 8328 members 
Mstep: Class 16 contains 5082 members 
Mstep: Class 17 contains 6601 members 
Mstep: Class 18 contains 10399 members 
Mstep: Class 19 contains 10314 members 
Mstep: Class 20 contains 5588 members 
Mstep: Class 21 contains 57046 members 
Mstep: Class 23 contains 11461 members 
Mstep: Class 24 contains 12081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15429520.000000 Penalty: 13779.833984
Iteration 3F: 24 clusters Score -1.542952e+07 nChanged 94974
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 13791 members 
Mstep: Class 3 contains 95630 members 
Mstep: Class 4 contains 10205 members 
Mstep: Class 5 contains 4728 members 
Mstep: Class 6 contains 6950 members 
Mstep: Class 7 contains 82267 members 
Mstep: Class 8 contains 1014 members 
Mstep: Class 9 contains 50461 members 
Mstep: Class 10 contains 6290 members 
Mstep: Class 11 contains 122994 members 
Mstep: Class 12 contains 4754 members 
Mstep: Class 13 contains 7657 members 
Mstep: Class 14 contains 3997 members 
Mstep: Class 15 contains 5660 members 
Mstep: Class 16 contains 3937 members 
Mstep: Class 17 contains 6050 members 
Mstep: Class 18 contains 6600 members 
Mstep: Class 19 contains 4743 members 
Mstep: Class 20 contains 3045 members 
Mstep: Class 21 contains 59055 members 
Mstep: Class 23 contains 6292 members 
Mstep: Class 24 contains 12785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 563.070435 but Gain 599.123047
Score: -15529896.000000 Penalty: 13180.710938
Iteration 4F: 23 clusters Score -1.55299e+07 nChanged 61400
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 15003 members 
Mstep: Class 3 contains 97468 members 
Mstep: Class 4 contains 8079 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 4356 members 
Mstep: Class 7 contains 84385 members 
Mstep: Class 9 contains 56038 members 
Mstep: Class 10 contains 5844 members 
Mstep: Class 11 contains 137097 members 
Mstep: Class 12 contains 3325 members 
Mstep: Class 13 contains 4487 members 
Mstep: Class 14 contains 2622 members 
Mstep: Class 15 contains 4215 members 
Mstep: Class 16 contains 3527 members 
Mstep: Class 17 contains 5433 members 
Mstep: Class 18 contains 4442 members 
Mstep: Class 19 contains 1811 members 
Mstep: Class 20 contains 1649 members 
Mstep: Class 21 contains 60668 members 
Mstep: Class 23 contains 3926 members 
Mstep: Class 24 contains 12398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15579490.000000 Penalty: 13180.710938
Iteration 5F: 23 clusters Score -1.557949e+07 nChanged 39694
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16195 members 
Mstep: Class 3 contains 96924 members 
Mstep: Class 4 contains 6036 members 
Mstep: Class 5 contains 3124 members 
Mstep: Class 6 contains 2935 members 
Mstep: Class 7 contains 85512 members 
Mstep: Class 9 contains 59831 members 
Mstep: Class 10 contains 5716 members 
Mstep: Class 11 contains 145215 members 
Mstep: Class 12 contains 2366 members 
Mstep: Class 13 contains 2762 members 
Mstep: Class 14 contains 1898 members 
Mstep: Class 15 contains 3219 members 
Mstep: Class 16 contains 3244 members 
Mstep: Class 17 contains 4991 members 
Mstep: Class 18 contains 3299 members 
Mstep: Class 19 contains 796 members 
Mstep: Class 20 contains 1038 members 
Mstep: Class 21 contains 61957 members 
Mstep: Class 23 contains 2907 members 
Mstep: Class 24 contains 11511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15604687.000000 Penalty: 13180.710938
Iteration 6F: 23 clusters Score -1.560469e+07 nChanged 27671
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17319 members 
Mstep: Class 3 contains 94861 members 
Mstep: Class 4 contains 4311 members 
Mstep: Class 5 contains 2548 members 
Mstep: Class 6 contains 2171 members 
Mstep: Class 7 contains 86432 members 
Mstep: Class 9 contains 62660 members 
Mstep: Class 10 contains 5780 members 
Mstep: Class 11 contains 150178 members 
Mstep: Class 12 contains 1824 members 
Mstep: Class 13 contains 1933 members 
Mstep: Class 14 contains 1451 members 
Mstep: Class 15 contains 2527 members 
Mstep: Class 16 contains 3077 members 
Mstep: Class 17 contains 4670 members 
Mstep: Class 18 contains 2798 members 
Mstep: Class 19 contains 514 members 
Mstep: Class 20 contains 866 members 
Mstep: Class 21 contains 62850 members 
Mstep: Class 23 contains 2609 members 
Mstep: Class 24 contains 10589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 565.446777 but Gain 599.123047
Score: -15620338.000000 Penalty: 12581.587891
Iteration 7F: 22 clusters Score -1.562034e+07 nChanged 21491
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18422 members 
Mstep: Class 3 contains 92112 members 
Mstep: Class 4 contains 2947 members 
Mstep: Class 5 contains 2137 members 
Mstep: Class 6 contains 1776 members 
Mstep: Class 7 contains 87361 members 
Mstep: Class 9 contains 64801 members 
Mstep: Class 10 contains 6078 members 
Mstep: Class 11 contains 153596 members 
Mstep: Class 12 contains 1514 members 
Mstep: Class 13 contains 1610 members 
Mstep: Class 14 contains 1177 members 
Mstep: Class 15 contains 1976 members 
Mstep: Class 16 contains 3000 members 
Mstep: Class 17 contains 4482 members 
Mstep: Class 18 contains 2482 members 
Mstep: Class 20 contains 872 members 
Mstep: Class 21 contains 63527 members 
Mstep: Class 23 contains 2628 members 
Mstep: Class 24 contains 9733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15631589.000000 Penalty: 12581.587891
Iteration 8Q: 22 clusters Score -1.563159e+07 nChanged 17230
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 19471 members 
Mstep: Class 3 contains 88760 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 5 contains 1866 members 
Mstep: Class 6 contains 1558 members 
Mstep: Class 7 contains 88105 members 
Mstep: Class 9 contains 66399 members 
Mstep: Class 10 contains 6629 members 
Mstep: Class 11 contains 155842 members 
Mstep: Class 12 contains 1444 members 
Mstep: Class 13 contains 1475 members 
Mstep: Class 14 contains 965 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 3009 members 
Mstep: Class 17 contains 4356 members 
Mstep: Class 18 contains 2284 members 
Mstep: Class 20 contains 925 members 
Mstep: Class 21 contains 64019 members 
Mstep: Class 23 contains 2778 members 
Mstep: Class 24 contains 8876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15639690.000000 Penalty: 12581.587891
Iteration 9Q: 22 clusters Score -1.563969e+07 nChanged 14811
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20480 members 
Mstep: Class 3 contains 85145 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 1669 members 
Mstep: Class 6 contains 1450 members 
Mstep: Class 7 contains 88761 members 
Mstep: Class 9 contains 67404 members 
Mstep: Class 10 contains 7416 members 
Mstep: Class 11 contains 157430 members 
Mstep: Class 12 contains 1592 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 14 contains 826 members 
Mstep: Class 15 contains 1358 members 
Mstep: Class 16 contains 3086 members 
Mstep: Class 17 contains 4206 members 
Mstep: Class 18 contains 2169 members 
Mstep: Class 20 contains 973 members 
Mstep: Class 21 contains 64534 members 
Mstep: Class 23 contains 3005 members 
Mstep: Class 24 contains 8135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15645907.000000 Penalty: 12581.587891
Iteration 10Q: 22 clusters Score -1.564591e+07 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21485 members 
Mstep: Class 3 contains 81500 members 
Mstep: Class 4 contains 1013 members 
Mstep: Class 5 contains 1511 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 89390 members 
Mstep: Class 9 contains 67939 members 
Mstep: Class 10 contains 8303 members 
Mstep: Class 11 contains 158654 members 
Mstep: Class 12 contains 1871 members 
Mstep: Class 13 contains 1417 members 
Mstep: Class 14 contains 703 members 
Mstep: Class 15 contains 1138 members 
Mstep: Class 16 contains 3184 members 
Mstep: Class 17 contains 4078 members 
Mstep: Class 18 contains 2083 members 
Mstep: Class 20 contains 1039 members 
Mstep: Class 21 contains 65090 members 
Mstep: Class 23 contains 3272 members 
Mstep: Class 24 contains 7468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15651442.000000 Penalty: 12581.587891
Iteration 11Q: 22 clusters Score -1.565144e+07 nChanged 12022
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 22425 members 
Mstep: Class 3 contains 77820 members 
Mstep: Class 4 contains 775 members 
Mstep: Class 5 contains 1381 members 
Mstep: Class 6 contains 1324 members 
Mstep: Class 7 contains 89926 members 
Mstep: Class 9 contains 68079 members 
Mstep: Class 10 contains 9361 members 
Mstep: Class 11 contains 159596 members 
Mstep: Class 12 contains 2263 members 
Mstep: Class 13 contains 1441 members 
Mstep: Class 14 contains 612 members 
Mstep: Class 15 contains 985 members 
Mstep: Class 16 contains 3319 members 
Mstep: Class 17 contains 3951 members 
Mstep: Class 18 contains 1994 members 
Mstep: Class 20 contains 1119 members 
Mstep: Class 21 contains 65697 members 
Mstep: Class 23 contains 3583 members 
Mstep: Class 24 contains 6887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 572.839966 but Gain 599.123047
Score: -15656343.000000 Penalty: 11982.464844
Iteration 12Q: 21 clusters Score -1.565634e+07 nChanged 11767
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 23510 members 
Mstep: Class 3 contains 74430 members 
Mstep: Class 4 contains 655 members 
Mstep: Class 5 contains 1292 members 
Mstep: Class 6 contains 1277 members 
Mstep: Class 7 contains 90278 members 
Mstep: Class 9 contains 67980 members 
Mstep: Class 10 contains 10429 members 
Mstep: Class 11 contains 160384 members 
Mstep: Class 12 contains 2746 members 
Mstep: Class 13 contains 1472 members 
Mstep: Class 15 contains 867 members 
Mstep: Class 16 contains 3493 members 
Mstep: Class 17 contains 3813 members 
Mstep: Class 18 contains 1970 members 
Mstep: Class 20 contains 1228 members 
Mstep: Class 21 contains 66383 members 
Mstep: Class 23 contains 3887 members 
Mstep: Class 24 contains 6446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15661014.000000 Penalty: 11982.464844
Iteration 13Q: 21 clusters Score -1.566101e+07 nChanged 10188
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 24461 members 
Mstep: Class 3 contains 71121 members 
Mstep: Class 4 contains 576 members 
Mstep: Class 5 contains 1219 members 
Mstep: Class 6 contains 1237 members 
Mstep: Class 7 contains 90624 members 
Mstep: Class 9 contains 67415 members 
Mstep: Class 10 contains 11376 members 
Mstep: Class 11 contains 160956 members 
Mstep: Class 12 contains 3222 members 
Mstep: Class 13 contains 1495 members 
Mstep: Class 15 contains 795 members 
Mstep: Class 16 contains 3662 members 
Mstep: Class 17 contains 3674 members 
Mstep: Class 18 contains 1939 members 
Mstep: Class 20 contains 1307 members 
Mstep: Class 21 contains 67216 members 
Mstep: Class 23 contains 4136 members 
Mstep: Class 24 contains 6091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 598.845337 but Gain 599.124023
Score: -15664024.000000 Penalty: 11383.340820
Iteration 14Q: 20 clusters Score -1.566402e+07 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 25440 members 
Mstep: Class 3 contains 68271 members 
Mstep: Class 5 contains 1171 members 
Mstep: Class 6 contains 1213 members 
Mstep: Class 7 contains 91031 members 
Mstep: Class 9 contains 66728 members 
Mstep: Class 10 contains 12192 members 
Mstep: Class 11 contains 161341 members 
Mstep: Class 12 contains 3652 members 
Mstep: Class 13 contains 1521 members 
Mstep: Class 15 contains 739 members 
Mstep: Class 16 contains 3827 members 
Mstep: Class 17 contains 3541 members 
Mstep: Class 18 contains 1902 members 
Mstep: Class 20 contains 1373 members 
Mstep: Class 21 contains 68407 members 
Mstep: Class 23 contains 4311 members 
Mstep: Class 24 contains 5846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15667063.000000 Penalty: 11383.340820
Iteration 15Q: 20 clusters Score -1.566706e+07 nChanged 8115
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 26202 members 
Mstep: Class 3 contains 65700 members 
Mstep: Class 5 contains 1127 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 91421 members 
Mstep: Class 9 contains 65581 members 
Mstep: Class 10 contains 12882 members 
Mstep: Class 11 contains 161626 members 
Mstep: Class 12 contains 4037 members 
Mstep: Class 13 contains 1538 members 
Mstep: Class 15 contains 691 members 
Mstep: Class 16 contains 4001 members 
Mstep: Class 17 contains 3444 members 
Mstep: Class 18 contains 1889 members 
Mstep: Class 20 contains 1418 members 
Mstep: Class 21 contains 69675 members 
Mstep: Class 23 contains 4433 members 
Mstep: Class 24 contains 5652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15669112.000000 Penalty: 11383.340820
Iteration 16Q: 20 clusters Score -1.566911e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 26947 members 
Mstep: Class 3 contains 63383 members 
Mstep: Class 5 contains 1080 members 
Mstep: Class 6 contains 1145 members 
Mstep: Class 7 contains 91809 members 
Mstep: Class 9 contains 64183 members 
Mstep: Class 10 contains 13481 members 
Mstep: Class 11 contains 161869 members 
Mstep: Class 12 contains 4366 members 
Mstep: Class 13 contains 1529 members 
Mstep: Class 15 contains 660 members 
Mstep: Class 16 contains 4150 members 
Mstep: Class 17 contains 3344 members 
Mstep: Class 18 contains 1865 members 
Mstep: Class 20 contains 1447 members 
Mstep: Class 21 contains 71177 members 
Mstep: Class 23 contains 4521 members 
Mstep: Class 24 contains 5516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15670919.000000 Penalty: 11383.340820
Iteration 17Q: 20 clusters Score -1.567092e+07 nChanged 7021
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 27669 members 
Mstep: Class 3 contains 61265 members 
Mstep: Class 5 contains 1045 members 
Mstep: Class 6 contains 1132 members 
Mstep: Class 7 contains 92117 members 
Mstep: Class 9 contains 62612 members 
Mstep: Class 10 contains 14004 members 
Mstep: Class 11 contains 162055 members 
Mstep: Class 12 contains 4666 members 
Mstep: Class 13 contains 1511 members 
Mstep: Class 15 contains 625 members 
Mstep: Class 16 contains 4301 members 
Mstep: Class 17 contains 3238 members 
Mstep: Class 18 contains 1836 members 
Mstep: Class 20 contains 1481 members 
Mstep: Class 21 contains 72892 members 
Mstep: Class 23 contains 4578 members 
Mstep: Class 24 contains 5434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15672607.000000 Penalty: 11383.340820
Iteration 18Q: 20 clusters Score -1.567261e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 28334 members 
Mstep: Class 3 contains 59404 members 
Mstep: Class 5 contains 1018 members 
Mstep: Class 6 contains 1122 members 
Mstep: Class 7 contains 92424 members 
Mstep: Class 9 contains 60945 members 
Mstep: Class 10 contains 14394 members 
Mstep: Class 11 contains 162235 members 
Mstep: Class 12 contains 4868 members 
Mstep: Class 13 contains 1491 members 
Mstep: Class 15 contains 594 members 
Mstep: Class 16 contains 4433 members 
Mstep: Class 17 contains 3163 members 
Mstep: Class 18 contains 1830 members 
Mstep: Class 20 contains 1501 members 
Mstep: Class 21 contains 74702 members 
Mstep: Class 23 contains 4615 members 
Mstep: Class 24 contains 5367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15674134.000000 Penalty: 11383.340820
Iteration 19Q: 20 clusters Score -1.567413e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 29040 members 
Mstep: Class 3 contains 57617 members 
Mstep: Class 5 contains 999 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 92759 members 
Mstep: Class 9 contains 59025 members 
Mstep: Class 10 contains 14717 members 
Mstep: Class 11 contains 162365 members 
Mstep: Class 12 contains 5042 members 
Mstep: Class 13 contains 1490 members 
Mstep: Class 15 contains 575 members 
Mstep: Class 16 contains 4584 members 
Mstep: Class 17 contains 3075 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 20 contains 1522 members 
Mstep: Class 21 contains 76700 members 
Mstep: Class 23 contains 4639 members 
Mstep: Class 24 contains 5341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15677154.000000 Penalty: 11383.340820
Iteration 20F: 20 clusters Score -1.567715e+07 nChanged 7576
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 29713 members 
Mstep: Class 3 contains 55250 members 
Mstep: Class 5 contains 1010 members 
Mstep: Class 6 contains 1107 members 
Mstep: Class 7 contains 92595 members 
Mstep: Class 9 contains 56919 members 
Mstep: Class 10 contains 15731 members 
Mstep: Class 11 contains 162299 members 
Mstep: Class 12 contains 5678 members 
Mstep: Class 13 contains 1509 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 4779 members 
Mstep: Class 17 contains 3013 members 
Mstep: Class 18 contains 1824 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 21 contains 78730 members 
Mstep: Class 23 contains 4638 members 
Mstep: Class 24 contains 5371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15679548.000000 Penalty: 11383.340820
Iteration 21Q: 20 clusters Score -1.567955e+07 nChanged 7481
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 30345 members 
Mstep: Class 3 contains 53140 members 
Mstep: Class 5 contains 1036 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 92459 members 
Mstep: Class 9 contains 54722 members 
Mstep: Class 10 contains 16595 members 
Mstep: Class 11 contains 162255 members 
Mstep: Class 12 contains 6237 members 
Mstep: Class 13 contains 1513 members 
Mstep: Class 15 contains 576 members 
Mstep: Class 16 contains 4934 members 
Mstep: Class 17 contains 2945 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 20 contains 1746 members 
Mstep: Class 21 contains 80784 members 
Mstep: Class 23 contains 4656 members 
Mstep: Class 24 contains 5459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15681633.000000 Penalty: 11383.340820
Iteration 22Q: 20 clusters Score -1.568163e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 30964 members 
Mstep: Class 3 contains 51156 members 
Mstep: Class 5 contains 1076 members 
Mstep: Class 6 contains 1119 members 
Mstep: Class 7 contains 92294 members 
Mstep: Class 9 contains 52399 members 
Mstep: Class 10 contains 17351 members 
Mstep: Class 11 contains 162159 members 
Mstep: Class 12 contains 6768 members 
Mstep: Class 13 contains 1536 members 
Mstep: Class 15 contains 586 members 
Mstep: Class 16 contains 5075 members 
Mstep: Class 17 contains 2904 members 
Mstep: Class 18 contains 1814 members 
Mstep: Class 20 contains 1859 members 
Mstep: Class 21 contains 82938 members 
Mstep: Class 23 contains 4691 members 
Mstep: Class 24 contains 5603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15683700.000000 Penalty: 11383.340820
Iteration 23Q: 20 clusters Score -1.56837e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 31579 members 
Mstep: Class 3 contains 49301 members 
Mstep: Class 5 contains 1145 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 92090 members 
Mstep: Class 9 contains 50071 members 
Mstep: Class 10 contains 18010 members 
Mstep: Class 11 contains 162040 members 
Mstep: Class 12 contains 7272 members 
Mstep: Class 13 contains 1542 members 
Mstep: Class 15 contains 602 members 
Mstep: Class 16 contains 5221 members 
Mstep: Class 17 contains 2855 members 
Mstep: Class 18 contains 1823 members 
Mstep: Class 20 contains 1977 members 
Mstep: Class 21 contains 85164 members 
Mstep: Class 23 contains 4715 members 
Mstep: Class 24 contains 5708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15685655.000000 Penalty: 11383.340820
Iteration 24Q: 20 clusters Score -1.568566e+07 nChanged 6612
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 32146 members 
Mstep: Class 3 contains 47620 members 
Mstep: Class 5 contains 1226 members 
Mstep: Class 6 contains 1123 members 
Mstep: Class 7 contains 91922 members 
Mstep: Class 9 contains 47761 members 
Mstep: Class 10 contains 18608 members 
Mstep: Class 11 contains 161865 members 
Mstep: Class 12 contains 7707 members 
Mstep: Class 13 contains 1555 members 
Mstep: Class 15 contains 628 members 
Mstep: Class 16 contains 5339 members 
Mstep: Class 17 contains 2807 members 
Mstep: Class 18 contains 1837 members 
Mstep: Class 20 contains 2100 members 
Mstep: Class 21 contains 87387 members 
Mstep: Class 23 contains 4734 members 
Mstep: Class 24 contains 5822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15687315.000000 Penalty: 11383.340820
Iteration 25Q: 20 clusters Score -1.568732e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 32668 members 
Mstep: Class 3 contains 46027 members 
Mstep: Class 5 contains 1315 members 
Mstep: Class 6 contains 1120 members 
Mstep: Class 7 contains 91744 members 
Mstep: Class 9 contains 45496 members 
Mstep: Class 10 contains 19157 members 
Mstep: Class 11 contains 161677 members 
Mstep: Class 12 contains 8098 members 
Mstep: Class 13 contains 1575 members 
Mstep: Class 15 contains 678 members 
Mstep: Class 16 contains 5451 members 
Mstep: Class 17 contains 2738 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 20 contains 2218 members 
Mstep: Class 21 contains 89576 members 
Mstep: Class 23 contains 4746 members 
Mstep: Class 24 contains 6009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15688987.000000 Penalty: 11383.340820
Iteration 26Q: 20 clusters Score -1.568899e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 33152 members 
Mstep: Class 3 contains 44523 members 
Mstep: Class 5 contains 1412 members 
Mstep: Class 6 contains 1125 members 
Mstep: Class 7 contains 91526 members 
Mstep: Class 9 contains 43321 members 
Mstep: Class 10 contains 19669 members 
Mstep: Class 11 contains 161485 members 
Mstep: Class 12 contains 8455 members 
Mstep: Class 13 contains 1583 members 
Mstep: Class 15 contains 755 members 
Mstep: Class 16 contains 5559 members 
Mstep: Class 17 contains 2695 members 
Mstep: Class 18 contains 1866 members 
Mstep: Class 20 contains 2315 members 
Mstep: Class 21 contains 91698 members 
Mstep: Class 23 contains 4757 members 
Mstep: Class 24 contains 6192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15690497.000000 Penalty: 11383.340820
Iteration 27Q: 20 clusters Score -1.56905e+07 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 33551 members 
Mstep: Class 3 contains 43121 members 
Mstep: Class 5 contains 1497 members 
Mstep: Class 6 contains 1135 members 
Mstep: Class 7 contains 91295 members 
Mstep: Class 9 contains 41197 members 
Mstep: Class 10 contains 20126 members 
Mstep: Class 11 contains 161303 members 
Mstep: Class 12 contains 8817 members 
Mstep: Class 13 contains 1596 members 
Mstep: Class 15 contains 847 members 
Mstep: Class 16 contains 5655 members 
Mstep: Class 17 contains 2657 members 
Mstep: Class 18 contains 1874 members 
Mstep: Class 20 contains 2399 members 
Mstep: Class 21 contains 93803 members 
Mstep: Class 23 contains 4764 members 
Mstep: Class 24 contains 6388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15691918.000000 Penalty: 11383.340820
Iteration 28Q: 20 clusters Score -1.569192e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 33932 members 
Mstep: Class 3 contains 41817 members 
Mstep: Class 5 contains 1576 members 
Mstep: Class 6 contains 1140 members 
Mstep: Class 7 contains 91059 members 
Mstep: Class 9 contains 39311 members 
Mstep: Class 10 contains 20527 members 
Mstep: Class 11 contains 161167 members 
Mstep: Class 12 contains 9166 members 
Mstep: Class 13 contains 1596 members 
Mstep: Class 15 contains 941 members 
Mstep: Class 16 contains 5755 members 
Mstep: Class 17 contains 2620 members 
Mstep: Class 18 contains 1869 members 
Mstep: Class 20 contains 2487 members 
Mstep: Class 21 contains 95718 members 
Mstep: Class 23 contains 4752 members 
Mstep: Class 24 contains 6524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15693007.000000 Penalty: 11383.340820
Iteration 29Q: 20 clusters Score -1.569301e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 34313 members 
Mstep: Class 3 contains 40682 members 
Mstep: Class 5 contains 1648 members 
Mstep: Class 6 contains 1157 members 
Mstep: Class 7 contains 90814 members 
Mstep: Class 9 contains 37603 members 
Mstep: Class 10 contains 20892 members 
Mstep: Class 11 contains 161038 members 
Mstep: Class 12 contains 9482 members 
Mstep: Class 13 contains 1633 members 
Mstep: Class 15 contains 1012 members 
Mstep: Class 16 contains 5818 members 
Mstep: Class 17 contains 2573 members 
Mstep: Class 18 contains 1863 members 
Mstep: Class 20 contains 2545 members 
Mstep: Class 21 contains 97430 members 
Mstep: Class 23 contains 4738 members 
Mstep: Class 24 contains 6661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15693998.000000 Penalty: 11383.340820
Iteration 30Q: 20 clusters Score -1.5694e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 34683 members 
Mstep: Class 3 contains 39616 members 
Mstep: Class 5 contains 1707 members 
Mstep: Class 6 contains 1164 members 
Mstep: Class 7 contains 90514 members 
Mstep: Class 9 contains 36018 members 
Mstep: Class 10 contains 21229 members 
Mstep: Class 11 contains 160929 members 
Mstep: Class 12 contains 9793 members 
Mstep: Class 13 contains 1667 members 
Mstep: Class 15 contains 1059 members 
Mstep: Class 16 contains 5895 members 
Mstep: Class 17 contains 2542 members 
Mstep: Class 18 contains 1849 members 
Mstep: Class 20 contains 2607 members 
Mstep: Class 21 contains 99064 members 
Mstep: Class 23 contains 4719 members 
Mstep: Class 24 contains 6799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15694864.000000 Penalty: 11383.340820
Iteration 31Q: 20 clusters Score -1.569486e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 35042 members 
Mstep: Class 3 contains 38552 members 
Mstep: Class 5 contains 1784 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 90239 members 
Mstep: Class 9 contains 34503 members 
Mstep: Class 10 contains 21539 members 
Mstep: Class 11 contains 160832 members 
Mstep: Class 12 contains 10060 members 
Mstep: Class 13 contains 1709 members 
Mstep: Class 15 contains 1107 members 
Mstep: Class 16 contains 5981 members 
Mstep: Class 17 contains 2512 members 
Mstep: Class 18 contains 1850 members 
Mstep: Class 20 contains 2670 members 
Mstep: Class 21 contains 100619 members 
Mstep: Class 23 contains 4712 members 
Mstep: Class 24 contains 6931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15695605.000000 Penalty: 11383.340820
Iteration 32Q: 20 clusters Score -1.56956e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 35396 members 
Mstep: Class 3 contains 37545 members 
Mstep: Class 5 contains 1834 members 
Mstep: Class 6 contains 1170 members 
Mstep: Class 7 contains 89966 members 
Mstep: Class 9 contains 33131 members 
Mstep: Class 10 contains 21831 members 
Mstep: Class 11 contains 160745 members 
Mstep: Class 12 contains 10268 members 
Mstep: Class 13 contains 1739 members 
Mstep: Class 15 contains 1160 members 
Mstep: Class 16 contains 6071 members 
Mstep: Class 17 contains 2513 members 
Mstep: Class 18 contains 1839 members 
Mstep: Class 20 contains 2741 members 
Mstep: Class 21 contains 102056 members 
Mstep: Class 23 contains 4705 members 
Mstep: Class 24 contains 7058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15696293.000000 Penalty: 11383.340820
Iteration 33Q: 20 clusters Score -1.569629e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 35756 members 
Mstep: Class 3 contains 36534 members 
Mstep: Class 5 contains 1887 members 
Mstep: Class 6 contains 1167 members 
Mstep: Class 7 contains 89654 members 
Mstep: Class 9 contains 31923 members 
Mstep: Class 10 contains 22125 members 
Mstep: Class 11 contains 160666 members 
Mstep: Class 12 contains 10482 members 
Mstep: Class 13 contains 1762 members 
Mstep: Class 15 contains 1210 members 
Mstep: Class 16 contains 6162 members 
Mstep: Class 17 contains 2508 members 
Mstep: Class 18 contains 1834 members 
Mstep: Class 20 contains 2813 members 
Mstep: Class 21 contains 103357 members 
Mstep: Class 23 contains 4699 members 
Mstep: Class 24 contains 7172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15697031.000000 Penalty: 11383.340820
Iteration 34Q: 20 clusters Score -1.569703e+07 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 36113 members 
Mstep: Class 3 contains 35540 members 
Mstep: Class 5 contains 1965 members 
Mstep: Class 6 contains 1172 members 
Mstep: Class 7 contains 89313 members 
Mstep: Class 9 contains 30778 members 
Mstep: Class 10 contains 22399 members 
Mstep: Class 11 contains 160612 members 
Mstep: Class 12 contains 10678 members 
Mstep: Class 13 contains 1783 members 
Mstep: Class 15 contains 1249 members 
Mstep: Class 16 contains 6257 members 
Mstep: Class 17 contains 2502 members 
Mstep: Class 18 contains 1830 members 
Mstep: Class 20 contains 2896 members 
Mstep: Class 21 contains 104585 members 
Mstep: Class 23 contains 4684 members 
Mstep: Class 24 contains 7307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15697520.000000 Penalty: 11383.340820
Iteration 35Q: 20 clusters Score -1.569752e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 36471 members 
Mstep: Class 3 contains 34616 members 
Mstep: Class 5 contains 2040 members 
Mstep: Class 6 contains 1177 members 
Mstep: Class 7 contains 88940 members 
Mstep: Class 9 contains 29710 members 
Mstep: Class 10 contains 22655 members 
Mstep: Class 11 contains 160543 members 
Mstep: Class 12 contains 10874 members 
Mstep: Class 13 contains 1802 members 
Mstep: Class 15 contains 1301 members 
Mstep: Class 16 contains 6340 members 
Mstep: Class 17 contains 2485 members 
Mstep: Class 18 contains 1828 members 
Mstep: Class 20 contains 2981 members 
Mstep: Class 21 contains 105741 members 
Mstep: Class 23 contains 4669 members 
Mstep: Class 24 contains 7437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15698099.000000 Penalty: 11383.340820
Iteration 36Q: 20 clusters Score -1.56981e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 36809 members 
Mstep: Class 3 contains 33750 members 
Mstep: Class 5 contains 2096 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 88593 members 
Mstep: Class 9 contains 28699 members 
Mstep: Class 10 contains 22888 members 
Mstep: Class 11 contains 160498 members 
Mstep: Class 12 contains 11069 members 
Mstep: Class 13 contains 1809 members 
Mstep: Class 15 contains 1333 members 
Mstep: Class 16 contains 6426 members 
Mstep: Class 17 contains 2467 members 
Mstep: Class 18 contains 1815 members 
Mstep: Class 20 contains 3066 members 
Mstep: Class 21 contains 106851 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 7573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15698576.000000 Penalty: 11383.340820
Iteration 37Q: 20 clusters Score -1.569858e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 37130 members 
Mstep: Class 3 contains 32906 members 
Mstep: Class 5 contains 2131 members 
Mstep: Class 6 contains 1179 members 
Mstep: Class 7 contains 88262 members 
Mstep: Class 9 contains 27723 members 
Mstep: Class 10 contains 23102 members 
Mstep: Class 11 contains 160442 members 
Mstep: Class 12 contains 11242 members 
Mstep: Class 13 contains 1823 members 
Mstep: Class 15 contains 1369 members 
Mstep: Class 16 contains 6509 members 
Mstep: Class 17 contains 2461 members 
Mstep: Class 18 contains 1806 members 
Mstep: Class 20 contains 3144 members 
Mstep: Class 21 contains 107921 members 
Mstep: Class 23 contains 4658 members 
Mstep: Class 24 contains 7725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15699095.000000 Penalty: 11383.340820
Iteration 38Q: 20 clusters Score -1.56991e+07 nChanged 2842
Entering ConstructFrom: 
Score: -15699095.000000 Penalty: 11383.340820
Entering ConstructFrom: 
Trying to split cluster 1 (1546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Entering Unmasked Estep 
Score: -56227.265625 Penalty: 334.125885
	Iteration 0F: 2 clusters Score -56227.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -55072.898438 Penalty: 668.251770
	Iteration 0F: 3 clusters Score -55072.9 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -55416.363281 Penalty: 668.251770
	Iteration 1F: 3 clusters Score -55416.36 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -55462.804688 Penalty: 668.251770
	Iteration 2F: 3 clusters Score -55462.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -55500.652344 Penalty: 668.251770
	Iteration 3Q: 3 clusters Score -55500.65 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -55525.808594 Penalty: 668.251770
	Iteration 4Q: 3 clusters Score -55525.81 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -55548.726562 Penalty: 668.251770
	Iteration 5Q: 3 clusters Score -55548.73 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -55569.781250 Penalty: 668.251770
	Iteration 6Q: 3 clusters Score -55569.78 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -55593.535156 Penalty: 668.251770
	Iteration 7Q: 3 clusters Score -55593.54 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -55624.320312 Penalty: 668.251770
	Iteration 8Q: 3 clusters Score -55624.32 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -55659.066406 Penalty: 668.251770
	Iteration 9Q: 3 clusters Score -55659.07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -55690.417969 Penalty: 668.251770
	Iteration 10Q: 3 clusters Score -55690.42 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -55719.074219 Penalty: 668.251770
	Iteration 11Q: 3 clusters Score -55719.07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -55741.281250 Penalty: 668.251770
	Iteration 12Q: 3 clusters Score -55741.28 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -55754.292969 Penalty: 668.251770
	Iteration 13Q: 3 clusters Score -55754.29 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -55765.980469 Penalty: 668.251770
	Iteration 14Q: 3 clusters Score -55765.98 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -55777.667969 Penalty: 668.251770
	Iteration 15Q: 3 clusters Score -55777.67 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -55785.937500 Penalty: 668.251770
	Iteration 16Q: 3 clusters Score -55785.94 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -55794.093750 Penalty: 668.251770
	Iteration 17Q: 3 clusters Score -55794.09 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -55801.855469 Penalty: 668.251770
	Iteration 18Q: 3 clusters Score -55801.86 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -55805.488281 Penalty: 668.251770
	Iteration 19Q: 3 clusters Score -55805.49 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -55807.453125 Penalty: 668.251770
	Iteration 20F: 3 clusters Score -55807.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -55809.156250 Penalty: 668.251770
	Iteration 21Q: 3 clusters Score -55809.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -55812.496094 Penalty: 668.251770
	Iteration 22Q: 3 clusters Score -55812.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -55817.472656 Penalty: 668.251770
	Iteration 23Q: 3 clusters Score -55817.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -55824.136719 Penalty: 668.251770
	Iteration 24Q: 3 clusters Score -55824.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -55828.089844 Penalty: 668.251770
	Iteration 25Q: 3 clusters Score -55828.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -55831.394531 Penalty: 668.251770
	Iteration 26Q: 3 clusters Score -55831.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -55831.789062 Penalty: 668.251770
	Iteration 27Q: 3 clusters Score -55831.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -55831.910156 Penalty: 668.251770
	Iteration 28Q: 3 clusters Score -55831.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -55831.910156 Penalty: 668.251770
	Iteration 29F: 3 clusters Score -55831.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (37445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37445 members 
Entering Unmasked Estep 
Score: -1182606.750000 Penalty: 479.143585
	Iteration 0F: 2 clusters Score -1182607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -1157418.750000 Penalty: 958.287170
	Iteration 0F: 3 clusters Score -1157419 nChanged 18098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -1167944.875000 Penalty: 958.287170
	Iteration 1F: 3 clusters Score -1167945 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 16618 members 
Entering Unmasked Estep 
Score: -1168729.375000 Penalty: 958.287170
	Iteration 2F: 3 clusters Score -1168729 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -1169791.625000 Penalty: 958.287170
	Iteration 3F: 3 clusters Score -1169792 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23368 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -1171262.375000 Penalty: 958.287170
	Iteration 4F: 3 clusters Score -1171262 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1173317.625000 Penalty: 958.287170
	Iteration 5F: 3 clusters Score -1173318 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1175448.000000 Penalty: 958.287170
	Iteration 6F: 3 clusters Score -1175448 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1176938.250000 Penalty: 958.287170
	Iteration 7F: 3 clusters Score -1176938 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1177767.125000 Penalty: 958.287170
	Iteration 8Q: 3 clusters Score -1177767 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28956 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1178284.125000 Penalty: 958.287170
	Iteration 9Q: 3 clusters Score -1178284 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1178641.125000 Penalty: 958.287170
	Iteration 10Q: 3 clusters Score -1178641 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30142 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1178974.750000 Penalty: 958.287170
	Iteration 11Q: 3 clusters Score -1178975 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30704 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1179295.375000 Penalty: 958.287170
	Iteration 12Q: 3 clusters Score -1179295 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31222 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1179560.750000 Penalty: 958.287170
	Iteration 13Q: 3 clusters Score -1179561 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1179829.000000 Penalty: 958.287170
	Iteration 14Q: 3 clusters Score -1179829 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1180093.750000 Penalty: 958.287170
	Iteration 15Q: 3 clusters Score -1180094 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32659 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1180357.875000 Penalty: 958.287170
	Iteration 16Q: 3 clusters Score -1180358 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1180588.625000 Penalty: 958.287170
	Iteration 17Q: 3 clusters Score -1180589 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33436 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1180798.625000 Penalty: 958.287170
	Iteration 18Q: 3 clusters Score -1180799 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1180991.500000 Penalty: 958.287170
	Iteration 19Q: 3 clusters Score -1180992 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1181156.875000 Penalty: 958.287170
	Iteration 20F: 3 clusters Score -1181157 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34396 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1181285.500000 Penalty: 958.287170
	Iteration 21Q: 3 clusters Score -1181286 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1181397.375000 Penalty: 958.287170
	Iteration 22Q: 3 clusters Score -1181397 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34880 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1181497.375000 Penalty: 958.287170
	Iteration 23Q: 3 clusters Score -1181497 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1181623.625000 Penalty: 958.287170
	Iteration 24Q: 3 clusters Score -1181624 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1181747.250000 Penalty: 958.287170
	Iteration 25Q: 3 clusters Score -1181747 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35520 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1181859.875000 Penalty: 958.287170
	Iteration 26Q: 3 clusters Score -1181860 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35677 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1181940.125000 Penalty: 958.287170
	Iteration 27Q: 3 clusters Score -1181940 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35797 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1181990.750000 Penalty: 958.287170
	Iteration 28Q: 3 clusters Score -1181991 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35906 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1182024.750000 Penalty: 958.287170
	Iteration 29Q: 3 clusters Score -1182025 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1182051.375000 Penalty: 958.287170
	Iteration 30Q: 3 clusters Score -1182051 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1182080.875000 Penalty: 958.287170
	Iteration 31Q: 3 clusters Score -1182081 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -1182104.375000 Penalty: 958.287170
	Iteration 32Q: 3 clusters Score -1182104 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1182124.125000 Penalty: 958.287170
	Iteration 33Q: 3 clusters Score -1182124 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1182140.375000 Penalty: 958.287170
	Iteration 34Q: 3 clusters Score -1182140 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36384 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -1182158.375000 Penalty: 958.287170
	Iteration 35Q: 3 clusters Score -1182158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36450 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -1182182.625000 Penalty: 958.287170
	Iteration 36Q: 3 clusters Score -1182183 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1182195.125000 Penalty: 958.287170
	Iteration 37Q: 3 clusters Score -1182195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36545 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1182210.750000 Penalty: 958.287170
	Iteration 38Q: 3 clusters Score -1182211 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36591 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1182231.125000 Penalty: 958.287170
	Iteration 39Q: 3 clusters Score -1182231 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36631 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1182245.250000 Penalty: 958.287170
	Iteration 40F: 3 clusters Score -1182245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36663 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1182246.750000 Penalty: 958.287170
	Iteration 41Q: 3 clusters Score -1182247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1182254.250000 Penalty: 958.287170
	Iteration 42Q: 3 clusters Score -1182254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1182260.375000 Penalty: 958.287170
	Iteration 43Q: 3 clusters Score -1182260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1182268.125000 Penalty: 958.287170
	Iteration 44Q: 3 clusters Score -1182268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36756 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1182276.125000 Penalty: 958.287170
	Iteration 45Q: 3 clusters Score -1182276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36771 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1182280.875000 Penalty: 958.287170
	Iteration 46Q: 3 clusters Score -1182281 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36785 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1182286.375000 Penalty: 958.287170
	Iteration 47Q: 3 clusters Score -1182286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36793 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1182286.500000 Penalty: 958.287170
	Iteration 48Q: 3 clusters Score -1182286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1182288.500000 Penalty: 958.287170
	Iteration 49Q: 3 clusters Score -1182288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1182289.375000 Penalty: 958.287170
	Iteration 50Q: 3 clusters Score -1182289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36816 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1182292.625000 Penalty: 958.287170
	Iteration 51Q: 3 clusters Score -1182293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36820 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1182292.875000 Penalty: 958.287170
	Iteration 52Q: 3 clusters Score -1182293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1182293.750000 Penalty: 958.287170
	Iteration 53Q: 3 clusters Score -1182294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36831 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1182296.000000 Penalty: 958.287170
	Iteration 54Q: 3 clusters Score -1182296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1182296.000000 Penalty: 958.287170
	Iteration 55Q: 3 clusters Score -1182296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1182297.125000 Penalty: 958.287170
	Iteration 56Q: 3 clusters Score -1182297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36849 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1182299.250000 Penalty: 958.287170
	Iteration 57Q: 3 clusters Score -1182299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1182299.750000 Penalty: 958.287170
	Iteration 58Q: 3 clusters Score -1182300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36859 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1182300.250000 Penalty: 958.287170
	Iteration 59Q: 3 clusters Score -1182300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -1182302.625000 Penalty: 958.287170
	Iteration 60F: 3 clusters Score -1182303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1182303.000000 Penalty: 958.287170
	Iteration 61Q: 3 clusters Score -1182303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -1182302.875000 Penalty: 958.287170
	Iteration 62Q: 3 clusters Score -1182303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1182301.875000 Penalty: 958.287170
	Iteration 63Q: 3 clusters Score -1182302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36877 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1182302.625000 Penalty: 958.287170
	Iteration 64Q: 3 clusters Score -1182303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1182301.875000 Penalty: 958.287170
	Iteration 65Q: 3 clusters Score -1182302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1182301.875000 Penalty: 958.287170
	Iteration 66F: 3 clusters Score -1182302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Entering Unmasked Estep 
Score: -892473.812500 Penalty: 472.185394
	Iteration 0F: 2 clusters Score -892473.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -870938.125000 Penalty: 944.370789
	Iteration 0F: 3 clusters Score -870938.1 nChanged 15477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 16574 members 
Entering Unmasked Estep 
Score: -881207.875000 Penalty: 944.370789
	Iteration 1F: 3 clusters Score -881207.9 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -882708.687500 Penalty: 944.370789
	Iteration 2F: 3 clusters Score -882708.7 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -884389.437500 Penalty: 944.370789
	Iteration 3F: 3 clusters Score -884389.4 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -886486.750000 Penalty: 944.370789
	Iteration 4F: 3 clusters Score -886486.8 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 18047 members 
Entering Unmasked Estep 
Score: -888754.812500 Penalty: 944.370789
	Iteration 5F: 3 clusters Score -888754.8 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -890236.312500 Penalty: 944.370789
	Iteration 6F: 3 clusters Score -890236.3 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -890965.812500 Penalty: 944.370789
	Iteration 7Q: 3 clusters Score -890965.8 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 18446 members 
Entering Unmasked Estep 
Score: -891377.562500 Penalty: 944.370789
	Iteration 8Q: 3 clusters Score -891377.6 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -891650.250000 Penalty: 944.370789
	Iteration 9Q: 3 clusters Score -891650.2 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -891876.437500 Penalty: 944.370789
	Iteration 10Q: 3 clusters Score -891876.4 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -892090.312500 Penalty: 944.370789
	Iteration 11Q: 3 clusters Score -892090.3 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 19894 members 
Entering Unmasked Estep 
Score: -892304.062500 Penalty: 944.370789
	Iteration 12Q: 3 clusters Score -892304.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -892520.500000 Penalty: 944.370789
	Iteration 13Q: 3 clusters Score -892520.5 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -892774.750000 Penalty: 944.370789
	Iteration 14Q: 3 clusters Score -892774.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -893083.375000 Penalty: 944.370789
	Iteration 15Q: 3 clusters Score -893083.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -893434.562500 Penalty: 944.370789
	Iteration 16Q: 3 clusters Score -893434.6 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -893787.875000 Penalty: 944.370789
	Iteration 17Q: 3 clusters Score -893787.9 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -894097.187500 Penalty: 944.370789
	Iteration 18Q: 3 clusters Score -894097.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -894367.937500 Penalty: 944.370789
	Iteration 19Q: 3 clusters Score -894367.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -894603.250000 Penalty: 944.370789
	Iteration 20F: 3 clusters Score -894603.2 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 24645 members 
Entering Unmasked Estep 
Score: -894834.312500 Penalty: 944.370789
	Iteration 21Q: 3 clusters Score -894834.3 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -895025.187500 Penalty: 944.370789
	Iteration 22Q: 3 clusters Score -895025.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -895172.312500 Penalty: 944.370789
	Iteration 23Q: 3 clusters Score -895172.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -895309.437500 Penalty: 944.370789
	Iteration 24Q: 3 clusters Score -895309.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 26088 members 
Entering Unmasked Estep 
Score: -895427.625000 Penalty: 944.370789
	Iteration 25Q: 3 clusters Score -895427.6 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -895530.875000 Penalty: 944.370789
	Iteration 26Q: 3 clusters Score -895530.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -895618.562500 Penalty: 944.370789
	Iteration 27Q: 3 clusters Score -895618.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 26850 members 
Entering Unmasked Estep 
Score: -895682.062500 Penalty: 944.370789
	Iteration 28Q: 3 clusters Score -895682.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -895728.875000 Penalty: 944.370789
	Iteration 29Q: 3 clusters Score -895728.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -895761.937500 Penalty: 944.370789
	Iteration 30Q: 3 clusters Score -895761.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -895795.875000 Penalty: 944.370789
	Iteration 31Q: 3 clusters Score -895795.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -895819.062500 Penalty: 944.370789
	Iteration 32Q: 3 clusters Score -895819.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -895843.437500 Penalty: 944.370789
	Iteration 33Q: 3 clusters Score -895843.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 27662 members 
Entering Unmasked Estep 
Score: -895858.812500 Penalty: 944.370789
	Iteration 34Q: 3 clusters Score -895858.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -895863.687500 Penalty: 944.370789
	Iteration 35Q: 3 clusters Score -895863.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 27774 members 
Entering Unmasked Estep 
Score: -895873.687500 Penalty: 944.370789
	Iteration 36Q: 3 clusters Score -895873.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -895880.875000 Penalty: 944.370789
	Iteration 37Q: 3 clusters Score -895880.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 27867 members 
Entering Unmasked Estep 
Score: -895887.187500 Penalty: 944.370789
	Iteration 38Q: 3 clusters Score -895887.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -895889.875000 Penalty: 944.370789
	Iteration 39Q: 3 clusters Score -895889.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -895894.375000 Penalty: 944.370789
	Iteration 40F: 3 clusters Score -895894.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -895897.687500 Penalty: 944.370789
	Iteration 41Q: 3 clusters Score -895897.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 27982 members 
Entering Unmasked Estep 
Score: -895898.937500 Penalty: 944.370789
	Iteration 42Q: 3 clusters Score -895898.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -895896.750000 Penalty: 944.370789
	Iteration 43Q: 3 clusters Score -895896.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -895896.562500 Penalty: 944.370789
	Iteration 44Q: 3 clusters Score -895896.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 28030 members 
Entering Unmasked Estep 
Score: -895900.625000 Penalty: 944.370789
	Iteration 45Q: 3 clusters Score -895900.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -895903.312500 Penalty: 944.370789
	Iteration 46Q: 3 clusters Score -895903.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -895903.437500 Penalty: 944.370789
	Iteration 47Q: 3 clusters Score -895903.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -895903.500000 Penalty: 944.370789
	Iteration 48Q: 3 clusters Score -895903.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -895904.312500 Penalty: 944.370789
	Iteration 49Q: 3 clusters Score -895904.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -895904.312500 Penalty: 944.370789
	Iteration 50F: 3 clusters Score -895904.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 37445 members 
Mstep: Class 3 contains 4084 members 
Mstep: Class 4 contains 28051 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 87931 members 
Mstep: Class 9 contains 26853 members 
Mstep: Class 10 contains 23271 members 
Mstep: Class 11 contains 160407 members 
Mstep: Class 12 contains 11380 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 6591 members 
Mstep: Class 17 contains 2460 members 
Mstep: Class 18 contains 1798 members 
Mstep: Class 20 contains 3226 members 
Mstep: Class 21 contains 108825 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 7888 members 
Entering Unmasked Estep 
Score: -15702661.000000 Penalty: 11982.464844
Splitting cluster 3 changes total score from -15699095.000000 to -15702661.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 5 (2167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Entering Unmasked Estep 
Score: -76803.437500 Penalty: 349.489990
	Iteration 0F: 2 clusters Score -76803.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -75190.929688 Penalty: 698.979980
	Iteration 0F: 3 clusters Score -75190.93 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -75709.734375 Penalty: 698.979980
	Iteration 1F: 3 clusters Score -75709.73 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -75789.679688 Penalty: 698.979980
	Iteration 2F: 3 clusters Score -75789.68 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -75855.445312 Penalty: 698.979980
	Iteration 3F: 3 clusters Score -75855.45 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -75916.265625 Penalty: 698.979980
	Iteration 4Q: 3 clusters Score -75916.27 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -75981.164062 Penalty: 698.979980
	Iteration 5Q: 3 clusters Score -75981.16 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -76053.648438 Penalty: 698.979980
	Iteration 6Q: 3 clusters Score -76053.65 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -76131.343750 Penalty: 698.979980
	Iteration 7Q: 3 clusters Score -76131.34 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -76214.960938 Penalty: 698.979980
	Iteration 8Q: 3 clusters Score -76214.96 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -76273.171875 Penalty: 698.979980
	Iteration 9Q: 3 clusters Score -76273.17 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -76321.562500 Penalty: 698.979980
	Iteration 10Q: 3 clusters Score -76321.56 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -76351.210938 Penalty: 698.979980
	Iteration 11Q: 3 clusters Score -76351.21 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -76369.250000 Penalty: 698.979980
	Iteration 12Q: 3 clusters Score -76369.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -76392.101562 Penalty: 698.979980
	Iteration 13Q: 3 clusters Score -76392.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -76419.023438 Penalty: 698.979980
	Iteration 14Q: 3 clusters Score -76419.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -76426.929688 Penalty: 698.979980
	Iteration 15Q: 3 clusters Score -76426.93 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -76431.531250 Penalty: 698.979980
	Iteration 16Q: 3 clusters Score -76431.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -76435.078125 Penalty: 698.979980
	Iteration 17Q: 3 clusters Score -76435.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -76438.000000 Penalty: 698.979980
	Iteration 18Q: 3 clusters Score -76438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -76439.335938 Penalty: 698.979980
	Iteration 19Q: 3 clusters Score -76439.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -76441.289062 Penalty: 698.979980
	Iteration 20F: 3 clusters Score -76441.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -76444.039062 Penalty: 698.979980
	Iteration 21Q: 3 clusters Score -76444.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -76446.445312 Penalty: 698.979980
	Iteration 22Q: 3 clusters Score -76446.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -76447.679688 Penalty: 698.979980
	Iteration 23Q: 3 clusters Score -76447.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -76448.992188 Penalty: 698.979980
	Iteration 24Q: 3 clusters Score -76448.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -76450.320312 Penalty: 698.979980
	Iteration 25Q: 3 clusters Score -76450.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -76452.210938 Penalty: 698.979980
	Iteration 26Q: 3 clusters Score -76452.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -76453.617188 Penalty: 698.979980
	Iteration 27Q: 3 clusters Score -76453.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -76454.476562 Penalty: 698.979980
	Iteration 28Q: 3 clusters Score -76454.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -76455.414062 Penalty: 698.979980
	Iteration 29Q: 3 clusters Score -76455.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -76455.664062 Penalty: 698.979980
	Iteration 30Q: 3 clusters Score -76455.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -76455.664062 Penalty: 698.979980
	Iteration 31F: 3 clusters Score -76455.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Entering Unmasked Estep 
Score: -37172.273438 Penalty: 322.064545
	Iteration 0F: 2 clusters Score -37172.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -36234.515625 Penalty: 644.129089
	Iteration 0F: 3 clusters Score -36234.52 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -36496.554688 Penalty: 644.129089
	Iteration 1F: 3 clusters Score -36496.55 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -36559.257812 Penalty: 644.129089
	Iteration 2F: 3 clusters Score -36559.26 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -36623.410156 Penalty: 644.129089
	Iteration 3F: 3 clusters Score -36623.41 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -36677.691406 Penalty: 644.129089
	Iteration 4F: 3 clusters Score -36677.69 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -36718.281250 Penalty: 644.129089
	Iteration 5Q: 3 clusters Score -36718.28 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -36736.085938 Penalty: 644.129089
	Iteration 6Q: 3 clusters Score -36736.09 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -36749.582031 Penalty: 644.129089
	Iteration 7Q: 3 clusters Score -36749.58 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -36758.484375 Penalty: 644.129089
	Iteration 8Q: 3 clusters Score -36758.48 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -36764.074219 Penalty: 644.129089
	Iteration 9Q: 3 clusters Score -36764.07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -36769.589844 Penalty: 644.129089
	Iteration 10Q: 3 clusters Score -36769.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -36773.195312 Penalty: 644.129089
	Iteration 11Q: 3 clusters Score -36773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -36777.734375 Penalty: 644.129089
	Iteration 12Q: 3 clusters Score -36777.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -36779.910156 Penalty: 644.129089
	Iteration 13Q: 3 clusters Score -36779.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -36782.882812 Penalty: 644.129089
	Iteration 14Q: 3 clusters Score -36782.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36784.656250 Penalty: 644.129089
	Iteration 15Q: 3 clusters Score -36784.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -36784.875000 Penalty: 644.129089
	Iteration 16Q: 3 clusters Score -36784.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -36785.000000 Penalty: 644.129089
	Iteration 17Q: 3 clusters Score -36785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -36785.164062 Penalty: 644.129089
	Iteration 18Q: 3 clusters Score -36785.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -36785.339844 Penalty: 644.129089
	Iteration 19Q: 3 clusters Score -36785.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -36785.605469 Penalty: 644.129089
	Iteration 20F: 3 clusters Score -36785.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -36785.828125 Penalty: 644.129089
	Iteration 21Q: 3 clusters Score -36785.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -36785.828125 Penalty: 644.129089
	Iteration 22F: 3 clusters Score -36785.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (87931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87931 members 
Entering Unmasked Estep 
Score: -2676645.000000 Penalty: 517.986023
	Iteration 0F: 2 clusters Score -2676645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -2616990.750000 Penalty: 1035.972046
	Iteration 0F: 3 clusters Score -2616991 nChanged 43030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 40739 members 
Entering Unmasked Estep 
Score: -2644806.750000 Penalty: 1035.972046
	Iteration 1F: 3 clusters Score -2644807 nChanged 4502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48704 members 
Mstep: Class 2 contains 39227 members 
Entering Unmasked Estep 
Score: -2646856.250000 Penalty: 1035.972046
	Iteration 2F: 3 clusters Score -2646856 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50671 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -2649451.500000 Penalty: 1035.972046
	Iteration 3F: 3 clusters Score -2649452 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -2652737.000000 Penalty: 1035.972046
	Iteration 4F: 3 clusters Score -2652737 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56462 members 
Mstep: Class 2 contains 31469 members 
Entering Unmasked Estep 
Score: -2656545.750000 Penalty: 1035.972046
	Iteration 5F: 3 clusters Score -2656546 nChanged 5362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60020 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -2660703.250000 Penalty: 1035.972046
	Iteration 6F: 3 clusters Score -2660703 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63497 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -2665033.750000 Penalty: 1035.972046
	Iteration 7F: 3 clusters Score -2665034 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66522 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2670244.250000 Penalty: 1035.972046
	Iteration 8F: 3 clusters Score -2670244 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68388 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2675502.500000 Penalty: 1035.972046
	Iteration 9Q: 3 clusters Score -2675502 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68903 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2678404.500000 Penalty: 1035.972046
	Iteration 10Q: 3 clusters Score -2678404 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68900 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2679600.250000 Penalty: 1035.972046
	Iteration 11Q: 3 clusters Score -2679600 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68745 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -2680208.000000 Penalty: 1035.972046
	Iteration 12Q: 3 clusters Score -2680208 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -2680516.500000 Penalty: 1035.972046
	Iteration 13Q: 3 clusters Score -2680516 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68488 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -2680716.750000 Penalty: 1035.972046
	Iteration 14Q: 3 clusters Score -2680717 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2680829.250000 Penalty: 1035.972046
	Iteration 15Q: 3 clusters Score -2680829 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68323 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2680927.750000 Penalty: 1035.972046
	Iteration 16Q: 3 clusters Score -2680928 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -2680969.250000 Penalty: 1035.972046
	Iteration 17Q: 3 clusters Score -2680969 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68266 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2681028.000000 Penalty: 1035.972046
	Iteration 18Q: 3 clusters Score -2681028 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68224 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -2681050.500000 Penalty: 1035.972046
	Iteration 19Q: 3 clusters Score -2681050 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68227 members 
Mstep: Class 2 contains 19704 members 
Entering Unmasked Estep 
Score: -2681086.000000 Penalty: 1035.972046
	Iteration 20F: 3 clusters Score -2681086 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68225 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -2681105.000000 Penalty: 1035.972046
	Iteration 21Q: 3 clusters Score -2681105 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68213 members 
Mstep: Class 2 contains 19718 members 
Entering Unmasked Estep 
Score: -2681112.750000 Penalty: 1035.972046
	Iteration 22Q: 3 clusters Score -2681113 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68222 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2681115.750000 Penalty: 1035.972046
	Iteration 23Q: 3 clusters Score -2681116 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2681128.250000 Penalty: 1035.972046
	Iteration 24Q: 3 clusters Score -2681128 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68250 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2681138.250000 Penalty: 1035.972046
	Iteration 25Q: 3 clusters Score -2681138 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68303 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2681138.000000 Penalty: 1035.972046
	Iteration 26Q: 3 clusters Score -2681138 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68344 members 
Mstep: Class 2 contains 19587 members 
Entering Unmasked Estep 
Score: -2681152.000000 Penalty: 1035.972046
	Iteration 27Q: 3 clusters Score -2681152 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68401 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2681154.250000 Penalty: 1035.972046
	Iteration 28Q: 3 clusters Score -2681154 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68464 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2681155.500000 Penalty: 1035.972046
	Iteration 29Q: 3 clusters Score -2681156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -2681172.500000 Penalty: 1035.972046
	Iteration 30Q: 3 clusters Score -2681172 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2681187.000000 Penalty: 1035.972046
	Iteration 31Q: 3 clusters Score -2681187 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68659 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2681189.000000 Penalty: 1035.972046
	Iteration 32Q: 3 clusters Score -2681189 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2681190.250000 Penalty: 1035.972046
	Iteration 33Q: 3 clusters Score -2681190 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68834 members 
Mstep: Class 2 contains 19097 members 
Entering Unmasked Estep 
Score: -2681206.500000 Penalty: 1035.972046
	Iteration 34Q: 3 clusters Score -2681206 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68909 members 
Mstep: Class 2 contains 19022 members 
Entering Unmasked Estep 
Score: -2681197.250000 Penalty: 1035.972046
	Iteration 35Q: 3 clusters Score -2681197 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68996 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2681204.250000 Penalty: 1035.972046
	Iteration 36Q: 3 clusters Score -2681204 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69086 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2681222.000000 Penalty: 1035.972046
	Iteration 37Q: 3 clusters Score -2681222 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2681223.000000 Penalty: 1035.972046
	Iteration 38Q: 3 clusters Score -2681223 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69270 members 
Mstep: Class 2 contains 18661 members 
Entering Unmasked Estep 
Score: -2681235.250000 Penalty: 1035.972046
	Iteration 39Q: 3 clusters Score -2681235 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69349 members 
Mstep: Class 2 contains 18582 members 
Entering Unmasked Estep 
Score: -2681237.000000 Penalty: 1035.972046
	Iteration 40F: 3 clusters Score -2681237 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69434 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2681238.000000 Penalty: 1035.972046
	Iteration 41Q: 3 clusters Score -2681238 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69516 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2681233.750000 Penalty: 1035.972046
	Iteration 42Q: 3 clusters Score -2681234 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69584 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2681231.750000 Penalty: 1035.972046
	Iteration 43Q: 3 clusters Score -2681232 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69645 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2681238.500000 Penalty: 1035.972046
	Iteration 44Q: 3 clusters Score -2681238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69695 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2681243.750000 Penalty: 1035.972046
	Iteration 45Q: 3 clusters Score -2681244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2681237.000000 Penalty: 1035.972046
	Iteration 46Q: 3 clusters Score -2681237 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69805 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2681248.000000 Penalty: 1035.972046
	Iteration 47Q: 3 clusters Score -2681248 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69862 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2681243.000000 Penalty: 1035.972046
	Iteration 48Q: 3 clusters Score -2681243 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69908 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2681249.000000 Penalty: 1035.972046
	Iteration 49Q: 3 clusters Score -2681249 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69945 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2681259.000000 Penalty: 1035.972046
	Iteration 50Q: 3 clusters Score -2681259 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69984 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2681255.250000 Penalty: 1035.972046
	Iteration 51Q: 3 clusters Score -2681255 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70018 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2681252.500000 Penalty: 1035.972046
	Iteration 52Q: 3 clusters Score -2681252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70052 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -2681258.500000 Penalty: 1035.972046
	Iteration 53Q: 3 clusters Score -2681258 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70084 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2681263.000000 Penalty: 1035.972046
	Iteration 54Q: 3 clusters Score -2681263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70119 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -2681266.750000 Penalty: 1035.972046
	Iteration 55Q: 3 clusters Score -2681267 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70156 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2681259.250000 Penalty: 1035.972046
	Iteration 56Q: 3 clusters Score -2681259 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70195 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2681252.750000 Penalty: 1035.972046
	Iteration 57Q: 3 clusters Score -2681253 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70235 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -2681257.000000 Penalty: 1035.972046
	Iteration 58Q: 3 clusters Score -2681257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70268 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2681258.750000 Penalty: 1035.972046
	Iteration 59Q: 3 clusters Score -2681259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70303 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -2681260.750000 Penalty: 1035.972046
	Iteration 60F: 3 clusters Score -2681261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70340 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2681263.750000 Penalty: 1035.972046
	Iteration 61Q: 3 clusters Score -2681264 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70378 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2681266.000000 Penalty: 1035.972046
	Iteration 62Q: 3 clusters Score -2681266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70415 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2681267.500000 Penalty: 1035.972046
	Iteration 63Q: 3 clusters Score -2681268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70455 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -2681265.500000 Penalty: 1035.972046
	Iteration 64Q: 3 clusters Score -2681266 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70496 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -2681261.500000 Penalty: 1035.972046
	Iteration 65Q: 3 clusters Score -2681262 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2681258.250000 Penalty: 1035.972046
	Iteration 66Q: 3 clusters Score -2681258 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70588 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2681261.000000 Penalty: 1035.972046
	Iteration 67Q: 3 clusters Score -2681261 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70629 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2681262.500000 Penalty: 1035.972046
	Iteration 68Q: 3 clusters Score -2681262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70681 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -2681263.000000 Penalty: 1035.972046
	Iteration 69Q: 3 clusters Score -2681263 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70739 members 
Mstep: Class 2 contains 17192 members 
Entering Unmasked Estep 
Score: -2681278.750000 Penalty: 1035.972046
	Iteration 70Q: 3 clusters Score -2681279 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70791 members 
Mstep: Class 2 contains 17140 members 
Entering Unmasked Estep 
Score: -2681281.000000 Penalty: 1035.972046
	Iteration 71Q: 3 clusters Score -2681281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70845 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2681280.000000 Penalty: 1035.972046
	Iteration 72Q: 3 clusters Score -2681280 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70884 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -2681281.750000 Penalty: 1035.972046
	Iteration 73Q: 3 clusters Score -2681282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70923 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -2681282.250000 Penalty: 1035.972046
	Iteration 74Q: 3 clusters Score -2681282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70963 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -2681293.750000 Penalty: 1035.972046
	Iteration 75Q: 3 clusters Score -2681294 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71006 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2681285.000000 Penalty: 1035.972046
	Iteration 76Q: 3 clusters Score -2681285 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71040 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2681293.500000 Penalty: 1035.972046
	Iteration 77Q: 3 clusters Score -2681294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71086 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2681286.750000 Penalty: 1035.972046
	Iteration 78Q: 3 clusters Score -2681287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71133 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2681286.500000 Penalty: 1035.972046
	Iteration 79Q: 3 clusters Score -2681286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71177 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2681289.250000 Penalty: 1035.972046
	Iteration 80F: 3 clusters Score -2681289 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71224 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2681288.500000 Penalty: 1035.972046
	Iteration 81Q: 3 clusters Score -2681288 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71265 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2681293.500000 Penalty: 1035.972046
	Iteration 82Q: 3 clusters Score -2681294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71308 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2681288.000000 Penalty: 1035.972046
	Iteration 83Q: 3 clusters Score -2681288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71347 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2681289.750000 Penalty: 1035.972046
	Iteration 84Q: 3 clusters Score -2681290 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71386 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2681300.750000 Penalty: 1035.972046
	Iteration 85Q: 3 clusters Score -2681301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71417 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2681298.750000 Penalty: 1035.972046
	Iteration 86Q: 3 clusters Score -2681299 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71452 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -2681297.000000 Penalty: 1035.972046
	Iteration 87Q: 3 clusters Score -2681297 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71482 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2681294.500000 Penalty: 1035.972046
	Iteration 88Q: 3 clusters Score -2681294 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71504 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2681288.500000 Penalty: 1035.972046
	Iteration 89Q: 3 clusters Score -2681288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71528 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2681293.500000 Penalty: 1035.972046
	Iteration 90Q: 3 clusters Score -2681294 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71555 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -2681292.500000 Penalty: 1035.972046
	Iteration 91Q: 3 clusters Score -2681292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71575 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2681296.250000 Penalty: 1035.972046
	Iteration 92Q: 3 clusters Score -2681296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -2681294.750000 Penalty: 1035.972046
	Iteration 93Q: 3 clusters Score -2681295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71604 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -2681298.750000 Penalty: 1035.972046
	Iteration 94Q: 3 clusters Score -2681299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71622 members 
Mstep: Class 2 contains 16309 members 
Entering Unmasked Estep 
Score: -2681295.750000 Penalty: 1035.972046
	Iteration 95Q: 3 clusters Score -2681296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71642 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2681291.500000 Penalty: 1035.972046
	Iteration 96Q: 3 clusters Score -2681292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71654 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -2681292.250000 Penalty: 1035.972046
	Iteration 97Q: 3 clusters Score -2681292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71676 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2681292.250000 Penalty: 1035.972046
	Iteration 98Q: 3 clusters Score -2681292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71690 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -2681289.250000 Penalty: 1035.972046
	Iteration 99Q: 3 clusters Score -2681289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71705 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -2681291.250000 Penalty: 1035.972046
	Iteration 100F: 3 clusters Score -2681291 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71717 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2681291.000000 Penalty: 1035.972046
	Iteration 101Q: 3 clusters Score -2681291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71728 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -2681290.500000 Penalty: 1035.972046
	Iteration 102Q: 3 clusters Score -2681290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71743 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2681293.250000 Penalty: 1035.972046
	Iteration 103Q: 3 clusters Score -2681293 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71762 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2681295.250000 Penalty: 1035.972046
	Iteration 104Q: 3 clusters Score -2681295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71776 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2681292.000000 Penalty: 1035.972046
	Iteration 105Q: 3 clusters Score -2681292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71792 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2681300.250000 Penalty: 1035.972046
	Iteration 106Q: 3 clusters Score -2681300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71806 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -2681298.500000 Penalty: 1035.972046
	Iteration 107Q: 3 clusters Score -2681298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71817 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2681294.750000 Penalty: 1035.972046
	Iteration 108Q: 3 clusters Score -2681295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71825 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2681297.500000 Penalty: 1035.972046
	Iteration 109Q: 3 clusters Score -2681298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71830 members 
Mstep: Class 2 contains 16101 members 
Entering Unmasked Estep 
Score: -2681300.750000 Penalty: 1035.972046
	Iteration 110Q: 3 clusters Score -2681301 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71832 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2681300.000000 Penalty: 1035.972046
	Iteration 111Q: 3 clusters Score -2681300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71833 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2681298.750000 Penalty: 1035.972046
	Iteration 112Q: 3 clusters Score -2681299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2681300.500000 Penalty: 1035.972046
	Iteration 113Q: 3 clusters Score -2681300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71834 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2681300.500000 Penalty: 1035.972046
	Iteration 114F: 3 clusters Score -2681300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 37445 members 
Mstep: Class 3 contains 4084 members 
Mstep: Class 4 contains 28051 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 71834 members 
Mstep: Class 8 contains 16097 members 
Mstep: Class 9 contains 26853 members 
Mstep: Class 10 contains 23271 members 
Mstep: Class 11 contains 160407 members 
Mstep: Class 12 contains 11380 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 6591 members 
Mstep: Class 17 contains 2460 members 
Mstep: Class 18 contains 1798 members 
Mstep: Class 20 contains 3226 members 
Mstep: Class 21 contains 108825 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 7888 members 
Entering Unmasked Estep 
Score: -15707275.000000 Penalty: 12581.587891
Splitting cluster 7 changes total score from -15699095.000000 to -15707275.000000
So it's getting split into cluster 8.
Entering ConstructFrom: 
Trying to split cluster 9 (26853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Entering Unmasked Estep 
Score: -868138.750000 Penalty: 464.015015
	Iteration 0F: 2 clusters Score -868138.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 13425 members 
Entering Unmasked Estep 
Score: -850129.187500 Penalty: 928.030029
	Iteration 0F: 3 clusters Score -850129.2 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 13314 members 
Entering Unmasked Estep 
Score: -857994.250000 Penalty: 928.030029
	Iteration 1F: 3 clusters Score -857994.2 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -858900.437500 Penalty: 928.030029
	Iteration 2F: 3 clusters Score -858900.4 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -860024.625000 Penalty: 928.030029
	Iteration 3F: 3 clusters Score -860024.6 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -861303.000000 Penalty: 928.030029
	Iteration 4F: 3 clusters Score -861303 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -862606.562500 Penalty: 928.030029
	Iteration 5F: 3 clusters Score -862606.6 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -863626.437500 Penalty: 928.030029
	Iteration 6F: 3 clusters Score -863626.4 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -864116.687500 Penalty: 928.030029
	Iteration 7Q: 3 clusters Score -864116.7 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -864315.875000 Penalty: 928.030029
	Iteration 8Q: 3 clusters Score -864315.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -864423.437500 Penalty: 928.030029
	Iteration 9Q: 3 clusters Score -864423.4 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -864538.312500 Penalty: 928.030029
	Iteration 10Q: 3 clusters Score -864538.3 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11319 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -864650.937500 Penalty: 928.030029
	Iteration 11Q: 3 clusters Score -864650.9 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -864809.500000 Penalty: 928.030029
	Iteration 12Q: 3 clusters Score -864809.5 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -865010.125000 Penalty: 928.030029
	Iteration 13Q: 3 clusters Score -865010.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -865249.625000 Penalty: 928.030029
	Iteration 14Q: 3 clusters Score -865249.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -865518.875000 Penalty: 928.030029
	Iteration 15Q: 3 clusters Score -865518.9 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -865776.625000 Penalty: 928.030029
	Iteration 16Q: 3 clusters Score -865776.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -866021.187500 Penalty: 928.030029
	Iteration 17Q: 3 clusters Score -866021.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -866243.937500 Penalty: 928.030029
	Iteration 18Q: 3 clusters Score -866243.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -866437.500000 Penalty: 928.030029
	Iteration 19Q: 3 clusters Score -866437.5 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -866592.562500 Penalty: 928.030029
	Iteration 20F: 3 clusters Score -866592.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -866717.750000 Penalty: 928.030029
	Iteration 21Q: 3 clusters Score -866717.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 19876 members 
Entering Unmasked Estep 
Score: -866846.812500 Penalty: 928.030029
	Iteration 22Q: 3 clusters Score -866846.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -866945.875000 Penalty: 928.030029
	Iteration 23Q: 3 clusters Score -866945.9 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 20407 members 
Entering Unmasked Estep 
Score: -867022.937500 Penalty: 928.030029
	Iteration 24Q: 3 clusters Score -867022.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -867091.000000 Penalty: 928.030029
	Iteration 25Q: 3 clusters Score -867091 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -867145.625000 Penalty: 928.030029
	Iteration 26Q: 3 clusters Score -867145.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 21044 members 
Entering Unmasked Estep 
Score: -867184.875000 Penalty: 928.030029
	Iteration 27Q: 3 clusters Score -867184.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -867226.687500 Penalty: 928.030029
	Iteration 28Q: 3 clusters Score -867226.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -867255.187500 Penalty: 928.030029
	Iteration 29Q: 3 clusters Score -867255.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -867282.312500 Penalty: 928.030029
	Iteration 30Q: 3 clusters Score -867282.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -867298.375000 Penalty: 928.030029
	Iteration 31Q: 3 clusters Score -867298.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -867314.437500 Penalty: 928.030029
	Iteration 32Q: 3 clusters Score -867314.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -867334.500000 Penalty: 928.030029
	Iteration 33Q: 3 clusters Score -867334.5 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -867355.562500 Penalty: 928.030029
	Iteration 34Q: 3 clusters Score -867355.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -867372.250000 Penalty: 928.030029
	Iteration 35Q: 3 clusters Score -867372.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -867395.562500 Penalty: 928.030029
	Iteration 36Q: 3 clusters Score -867395.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -867417.687500 Penalty: 928.030029
	Iteration 37Q: 3 clusters Score -867417.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -867434.937500 Penalty: 928.030029
	Iteration 38Q: 3 clusters Score -867434.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -867454.625000 Penalty: 928.030029
	Iteration 39Q: 3 clusters Score -867454.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -867472.687500 Penalty: 928.030029
	Iteration 40F: 3 clusters Score -867472.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -867491.125000 Penalty: 928.030029
	Iteration 41Q: 3 clusters Score -867491.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -867507.562500 Penalty: 928.030029
	Iteration 42Q: 3 clusters Score -867507.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 23070 members 
Entering Unmasked Estep 
Score: -867521.500000 Penalty: 928.030029
	Iteration 43Q: 3 clusters Score -867521.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -867530.500000 Penalty: 928.030029
	Iteration 44Q: 3 clusters Score -867530.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -867546.437500 Penalty: 928.030029
	Iteration 45Q: 3 clusters Score -867546.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -867557.687500 Penalty: 928.030029
	Iteration 46Q: 3 clusters Score -867557.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -867569.375000 Penalty: 928.030029
	Iteration 47Q: 3 clusters Score -867569.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -867586.375000 Penalty: 928.030029
	Iteration 48Q: 3 clusters Score -867586.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -867596.812500 Penalty: 928.030029
	Iteration 49Q: 3 clusters Score -867596.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -867616.937500 Penalty: 928.030029
	Iteration 50Q: 3 clusters Score -867616.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -867632.187500 Penalty: 928.030029
	Iteration 51Q: 3 clusters Score -867632.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -867645.375000 Penalty: 928.030029
	Iteration 52Q: 3 clusters Score -867645.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 23953 members 
Entering Unmasked Estep 
Score: -867664.937500 Penalty: 928.030029
	Iteration 53Q: 3 clusters Score -867664.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 24057 members 
Entering Unmasked Estep 
Score: -867684.125000 Penalty: 928.030029
	Iteration 54Q: 3 clusters Score -867684.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 24148 members 
Entering Unmasked Estep 
Score: -867709.375000 Penalty: 928.030029
	Iteration 55Q: 3 clusters Score -867709.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -867721.937500 Penalty: 928.030029
	Iteration 56Q: 3 clusters Score -867721.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 24318 members 
Entering Unmasked Estep 
Score: -867736.937500 Penalty: 928.030029
	Iteration 57Q: 3 clusters Score -867736.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 24402 members 
Entering Unmasked Estep 
Score: -867752.000000 Penalty: 928.030029
	Iteration 58Q: 3 clusters Score -867752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -867768.312500 Penalty: 928.030029
	Iteration 59Q: 3 clusters Score -867768.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -867780.687500 Penalty: 928.030029
	Iteration 60F: 3 clusters Score -867780.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -867795.937500 Penalty: 928.030029
	Iteration 61Q: 3 clusters Score -867795.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -867818.000000 Penalty: 928.030029
	Iteration 62Q: 3 clusters Score -867818 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -867831.937500 Penalty: 928.030029
	Iteration 63Q: 3 clusters Score -867831.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -867838.562500 Penalty: 928.030029
	Iteration 64Q: 3 clusters Score -867838.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -867846.312500 Penalty: 928.030029
	Iteration 65Q: 3 clusters Score -867846.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -867857.875000 Penalty: 928.030029
	Iteration 66Q: 3 clusters Score -867857.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -867867.000000 Penalty: 928.030029
	Iteration 67Q: 3 clusters Score -867867 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -867871.687500 Penalty: 928.030029
	Iteration 68Q: 3 clusters Score -867871.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -867877.062500 Penalty: 928.030029
	Iteration 69Q: 3 clusters Score -867877.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 25076 members 
Entering Unmasked Estep 
Score: -867879.312500 Penalty: 928.030029
	Iteration 70Q: 3 clusters Score -867879.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -867885.125000 Penalty: 928.030029
	Iteration 71Q: 3 clusters Score -867885.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -867891.437500 Penalty: 928.030029
	Iteration 72Q: 3 clusters Score -867891.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -867899.937500 Penalty: 928.030029
	Iteration 73Q: 3 clusters Score -867899.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -867911.875000 Penalty: 928.030029
	Iteration 74Q: 3 clusters Score -867911.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -867918.250000 Penalty: 928.030029
	Iteration 75Q: 3 clusters Score -867918.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -867922.937500 Penalty: 928.030029
	Iteration 76Q: 3 clusters Score -867922.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -867935.187500 Penalty: 928.030029
	Iteration 77Q: 3 clusters Score -867935.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -867941.375000 Penalty: 928.030029
	Iteration 78Q: 3 clusters Score -867941.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -867945.187500 Penalty: 928.030029
	Iteration 79Q: 3 clusters Score -867945.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 25443 members 
Entering Unmasked Estep 
Score: -867951.937500 Penalty: 928.030029
	Iteration 80F: 3 clusters Score -867951.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -867955.750000 Penalty: 928.030029
	Iteration 81Q: 3 clusters Score -867955.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -867960.562500 Penalty: 928.030029
	Iteration 82Q: 3 clusters Score -867960.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -867966.625000 Penalty: 928.030029
	Iteration 83Q: 3 clusters Score -867966.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -867971.312500 Penalty: 928.030029
	Iteration 84Q: 3 clusters Score -867971.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -867976.187500 Penalty: 928.030029
	Iteration 85Q: 3 clusters Score -867976.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -867981.250000 Penalty: 928.030029
	Iteration 86Q: 3 clusters Score -867981.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -867984.125000 Penalty: 928.030029
	Iteration 87Q: 3 clusters Score -867984.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -867987.687500 Penalty: 928.030029
	Iteration 88Q: 3 clusters Score -867987.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -867992.687500 Penalty: 928.030029
	Iteration 89Q: 3 clusters Score -867992.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -867995.562500 Penalty: 928.030029
	Iteration 90Q: 3 clusters Score -867995.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -868005.125000 Penalty: 928.030029
	Iteration 91Q: 3 clusters Score -868005.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -868008.875000 Penalty: 928.030029
	Iteration 92Q: 3 clusters Score -868008.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -868009.812500 Penalty: 928.030029
	Iteration 93Q: 3 clusters Score -868009.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 25781 members 
Entering Unmasked Estep 
Score: -868013.062500 Penalty: 928.030029
	Iteration 94Q: 3 clusters Score -868013.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -868018.312500 Penalty: 928.030029
	Iteration 95Q: 3 clusters Score -868018.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -868022.687500 Penalty: 928.030029
	Iteration 96Q: 3 clusters Score -868022.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -868029.250000 Penalty: 928.030029
	Iteration 97Q: 3 clusters Score -868029.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -868035.937500 Penalty: 928.030029
	Iteration 98Q: 3 clusters Score -868035.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -868041.875000 Penalty: 928.030029
	Iteration 99Q: 3 clusters Score -868041.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -868045.000000 Penalty: 928.030029
	Iteration 100F: 3 clusters Score -868045 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -868050.000000 Penalty: 928.030029
	Iteration 101Q: 3 clusters Score -868050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -868050.312500 Penalty: 928.030029
	Iteration 102Q: 3 clusters Score -868050.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -868050.187500 Penalty: 928.030029
	Iteration 103Q: 3 clusters Score -868050.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -868050.000000 Penalty: 928.030029
	Iteration 104Q: 3 clusters Score -868050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 25941 members 
Entering Unmasked Estep 
Score: -868050.750000 Penalty: 928.030029
	Iteration 105Q: 3 clusters Score -868050.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -868050.812500 Penalty: 928.030029
	Iteration 106Q: 3 clusters Score -868050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -868050.812500 Penalty: 928.030029
	Iteration 107F: 3 clusters Score -868050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (23271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Entering Unmasked Estep 
Score: -736955.375000 Penalty: 457.500824
	Iteration 0F: 2 clusters Score -736955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -721477.000000 Penalty: 915.001648
	Iteration 0F: 3 clusters Score -721477 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12548 members 
Mstep: Class 2 contains 10723 members 
Entering Unmasked Estep 
Score: -727921.062500 Penalty: 915.001648
	Iteration 1F: 3 clusters Score -727921.1 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -728599.562500 Penalty: 915.001648
	Iteration 2F: 3 clusters Score -728599.6 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -729842.875000 Penalty: 915.001648
	Iteration 3F: 3 clusters Score -729842.9 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -731515.062500 Penalty: 915.001648
	Iteration 4F: 3 clusters Score -731515.1 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -732985.750000 Penalty: 915.001648
	Iteration 5F: 3 clusters Score -732985.8 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -733923.562500 Penalty: 915.001648
	Iteration 6F: 3 clusters Score -733923.6 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -734448.375000 Penalty: 915.001648
	Iteration 7Q: 3 clusters Score -734448.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15890 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -734724.562500 Penalty: 915.001648
	Iteration 8Q: 3 clusters Score -734724.6 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -734877.625000 Penalty: 915.001648
	Iteration 9Q: 3 clusters Score -734877.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -734980.125000 Penalty: 915.001648
	Iteration 10Q: 3 clusters Score -734980.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16024 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -735062.062500 Penalty: 915.001648
	Iteration 11Q: 3 clusters Score -735062.1 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -735121.750000 Penalty: 915.001648
	Iteration 12Q: 3 clusters Score -735121.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -735184.250000 Penalty: 915.001648
	Iteration 13Q: 3 clusters Score -735184.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -735249.437500 Penalty: 915.001648
	Iteration 14Q: 3 clusters Score -735249.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16069 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -735300.062500 Penalty: 915.001648
	Iteration 15Q: 3 clusters Score -735300.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -735358.437500 Penalty: 915.001648
	Iteration 16Q: 3 clusters Score -735358.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -735431.750000 Penalty: 915.001648
	Iteration 17Q: 3 clusters Score -735431.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -735493.562500 Penalty: 915.001648
	Iteration 18Q: 3 clusters Score -735493.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -735553.062500 Penalty: 915.001648
	Iteration 19Q: 3 clusters Score -735553.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -735621.687500 Penalty: 915.001648
	Iteration 20F: 3 clusters Score -735621.7 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -735699.062500 Penalty: 915.001648
	Iteration 21Q: 3 clusters Score -735699.1 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -735791.500000 Penalty: 915.001648
	Iteration 22Q: 3 clusters Score -735791.5 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -735878.062500 Penalty: 915.001648
	Iteration 23Q: 3 clusters Score -735878.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -735960.250000 Penalty: 915.001648
	Iteration 24Q: 3 clusters Score -735960.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -736029.000000 Penalty: 915.001648
	Iteration 25Q: 3 clusters Score -736029 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -736106.750000 Penalty: 915.001648
	Iteration 26Q: 3 clusters Score -736106.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -736188.875000 Penalty: 915.001648
	Iteration 27Q: 3 clusters Score -736188.9 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -736261.000000 Penalty: 915.001648
	Iteration 28Q: 3 clusters Score -736261 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -736327.812500 Penalty: 915.001648
	Iteration 29Q: 3 clusters Score -736327.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -736385.000000 Penalty: 915.001648
	Iteration 30Q: 3 clusters Score -736385 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -736431.312500 Penalty: 915.001648
	Iteration 31Q: 3 clusters Score -736431.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -736476.437500 Penalty: 915.001648
	Iteration 32Q: 3 clusters Score -736476.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -736520.875000 Penalty: 915.001648
	Iteration 33Q: 3 clusters Score -736520.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -736570.500000 Penalty: 915.001648
	Iteration 34Q: 3 clusters Score -736570.5 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -736620.750000 Penalty: 915.001648
	Iteration 35Q: 3 clusters Score -736620.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -736674.437500 Penalty: 915.001648
	Iteration 36Q: 3 clusters Score -736674.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -736737.375000 Penalty: 915.001648
	Iteration 37Q: 3 clusters Score -736737.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -736787.625000 Penalty: 915.001648
	Iteration 38Q: 3 clusters Score -736787.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -736829.187500 Penalty: 915.001648
	Iteration 39Q: 3 clusters Score -736829.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -736891.937500 Penalty: 915.001648
	Iteration 40F: 3 clusters Score -736891.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11542 members 
Entering Unmasked Estep 
Score: -736947.375000 Penalty: 915.001648
	Iteration 41Q: 3 clusters Score -736947.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -736987.750000 Penalty: 915.001648
	Iteration 42Q: 3 clusters Score -736987.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -737021.437500 Penalty: 915.001648
	Iteration 43Q: 3 clusters Score -737021.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -737054.375000 Penalty: 915.001648
	Iteration 44Q: 3 clusters Score -737054.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -737088.750000 Penalty: 915.001648
	Iteration 45Q: 3 clusters Score -737088.8 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -737125.812500 Penalty: 915.001648
	Iteration 46Q: 3 clusters Score -737125.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -737162.250000 Penalty: 915.001648
	Iteration 47Q: 3 clusters Score -737162.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -737193.687500 Penalty: 915.001648
	Iteration 48Q: 3 clusters Score -737193.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -737223.125000 Penalty: 915.001648
	Iteration 49Q: 3 clusters Score -737223.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -737255.000000 Penalty: 915.001648
	Iteration 50Q: 3 clusters Score -737255 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -737290.187500 Penalty: 915.001648
	Iteration 51Q: 3 clusters Score -737290.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -737325.875000 Penalty: 915.001648
	Iteration 52Q: 3 clusters Score -737325.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -737359.375000 Penalty: 915.001648
	Iteration 53Q: 3 clusters Score -737359.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -737391.750000 Penalty: 915.001648
	Iteration 54Q: 3 clusters Score -737391.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -737422.250000 Penalty: 915.001648
	Iteration 55Q: 3 clusters Score -737422.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -737456.437500 Penalty: 915.001648
	Iteration 56Q: 3 clusters Score -737456.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -737484.812500 Penalty: 915.001648
	Iteration 57Q: 3 clusters Score -737484.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -737513.062500 Penalty: 915.001648
	Iteration 58Q: 3 clusters Score -737513.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -737548.062500 Penalty: 915.001648
	Iteration 59Q: 3 clusters Score -737548.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -737578.625000 Penalty: 915.001648
	Iteration 60F: 3 clusters Score -737578.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 15296 members 
Entering Unmasked Estep 
Score: -737602.562500 Penalty: 915.001648
	Iteration 61Q: 3 clusters Score -737602.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -737625.937500 Penalty: 915.001648
	Iteration 62Q: 3 clusters Score -737625.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -737643.500000 Penalty: 915.001648
	Iteration 63Q: 3 clusters Score -737643.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -737657.812500 Penalty: 915.001648
	Iteration 64Q: 3 clusters Score -737657.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -737668.875000 Penalty: 915.001648
	Iteration 65Q: 3 clusters Score -737668.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -737685.250000 Penalty: 915.001648
	Iteration 66Q: 3 clusters Score -737685.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -737701.812500 Penalty: 915.001648
	Iteration 67Q: 3 clusters Score -737701.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -737715.375000 Penalty: 915.001648
	Iteration 68Q: 3 clusters Score -737715.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -737732.750000 Penalty: 915.001648
	Iteration 69Q: 3 clusters Score -737732.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -737742.062500 Penalty: 915.001648
	Iteration 70Q: 3 clusters Score -737742.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -737748.937500 Penalty: 915.001648
	Iteration 71Q: 3 clusters Score -737748.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -737763.937500 Penalty: 915.001648
	Iteration 72Q: 3 clusters Score -737763.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -737774.687500 Penalty: 915.001648
	Iteration 73Q: 3 clusters Score -737774.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -737789.250000 Penalty: 915.001648
	Iteration 74Q: 3 clusters Score -737789.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -737796.812500 Penalty: 915.001648
	Iteration 75Q: 3 clusters Score -737796.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -737807.687500 Penalty: 915.001648
	Iteration 76Q: 3 clusters Score -737807.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -737823.500000 Penalty: 915.001648
	Iteration 77Q: 3 clusters Score -737823.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -737833.062500 Penalty: 915.001648
	Iteration 78Q: 3 clusters Score -737833.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -737845.875000 Penalty: 915.001648
	Iteration 79Q: 3 clusters Score -737845.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -737853.312500 Penalty: 915.001648
	Iteration 80F: 3 clusters Score -737853.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -737860.500000 Penalty: 915.001648
	Iteration 81Q: 3 clusters Score -737860.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -737870.500000 Penalty: 915.001648
	Iteration 82Q: 3 clusters Score -737870.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -737880.625000 Penalty: 915.001648
	Iteration 83Q: 3 clusters Score -737880.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -737893.687500 Penalty: 915.001648
	Iteration 84Q: 3 clusters Score -737893.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -737898.875000 Penalty: 915.001648
	Iteration 85Q: 3 clusters Score -737898.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -737907.750000 Penalty: 915.001648
	Iteration 86Q: 3 clusters Score -737907.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -737916.187500 Penalty: 915.001648
	Iteration 87Q: 3 clusters Score -737916.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -737922.875000 Penalty: 915.001648
	Iteration 88Q: 3 clusters Score -737922.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -737929.625000 Penalty: 915.001648
	Iteration 89Q: 3 clusters Score -737929.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -737938.562500 Penalty: 915.001648
	Iteration 90Q: 3 clusters Score -737938.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -737945.812500 Penalty: 915.001648
	Iteration 91Q: 3 clusters Score -737945.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -737947.250000 Penalty: 915.001648
	Iteration 92Q: 3 clusters Score -737947.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -737948.937500 Penalty: 915.001648
	Iteration 93Q: 3 clusters Score -737948.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -737955.062500 Penalty: 915.001648
	Iteration 94Q: 3 clusters Score -737955.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -737956.937500 Penalty: 915.001648
	Iteration 95Q: 3 clusters Score -737956.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -737959.750000 Penalty: 915.001648
	Iteration 96Q: 3 clusters Score -737959.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -737963.000000 Penalty: 915.001648
	Iteration 97Q: 3 clusters Score -737963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 18524 members 
Entering Unmasked Estep 
Score: -737968.062500 Penalty: 915.001648
	Iteration 98Q: 3 clusters Score -737968.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -737971.437500 Penalty: 915.001648
	Iteration 99Q: 3 clusters Score -737971.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -737972.812500 Penalty: 915.001648
	Iteration 100F: 3 clusters Score -737972.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -737977.187500 Penalty: 915.001648
	Iteration 101Q: 3 clusters Score -737977.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -737981.437500 Penalty: 915.001648
	Iteration 102Q: 3 clusters Score -737981.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -737981.125000 Penalty: 915.001648
	Iteration 103Q: 3 clusters Score -737981.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -737983.562500 Penalty: 915.001648
	Iteration 104Q: 3 clusters Score -737983.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -737984.312500 Penalty: 915.001648
	Iteration 105Q: 3 clusters Score -737984.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -737986.937500 Penalty: 915.001648
	Iteration 106Q: 3 clusters Score -737986.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -737988.500000 Penalty: 915.001648
	Iteration 107Q: 3 clusters Score -737988.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -737990.500000 Penalty: 915.001648
	Iteration 108Q: 3 clusters Score -737990.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -737992.875000 Penalty: 915.001648
	Iteration 109Q: 3 clusters Score -737992.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -737992.500000 Penalty: 915.001648
	Iteration 110Q: 3 clusters Score -737992.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -737995.562500 Penalty: 915.001648
	Iteration 111Q: 3 clusters Score -737995.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -737994.375000 Penalty: 915.001648
	Iteration 112Q: 3 clusters Score -737994.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -737996.625000 Penalty: 915.001648
	Iteration 113Q: 3 clusters Score -737996.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -737994.187500 Penalty: 915.001648
	Iteration 114Q: 3 clusters Score -737994.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -737993.750000 Penalty: 915.001648
	Iteration 115Q: 3 clusters Score -737993.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -737996.437500 Penalty: 915.001648
	Iteration 116Q: 3 clusters Score -737996.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -737996.562500 Penalty: 915.001648
	Iteration 117Q: 3 clusters Score -737996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -737997.000000 Penalty: 915.001648
	Iteration 118Q: 3 clusters Score -737997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -737998.375000 Penalty: 915.001648
	Iteration 119Q: 3 clusters Score -737998.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -737999.125000 Penalty: 915.001648
	Iteration 120F: 3 clusters Score -737999.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -737995.500000 Penalty: 915.001648
	Iteration 121Q: 3 clusters Score -737995.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 18978 members 
Entering Unmasked Estep 
Score: -737995.187500 Penalty: 915.001648
	Iteration 122Q: 3 clusters Score -737995.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -737996.312500 Penalty: 915.001648
	Iteration 123Q: 3 clusters Score -737996.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -737998.187500 Penalty: 915.001648
	Iteration 124Q: 3 clusters Score -737998.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -737997.625000 Penalty: 915.001648
	Iteration 125Q: 3 clusters Score -737997.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -737997.687500 Penalty: 915.001648
	Iteration 126Q: 3 clusters Score -737997.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -737998.375000 Penalty: 915.001648
	Iteration 127Q: 3 clusters Score -737998.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -737996.562500 Penalty: 915.001648
	Iteration 128Q: 3 clusters Score -737996.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -737995.875000 Penalty: 915.001648
	Iteration 129Q: 3 clusters Score -737995.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -737995.062500 Penalty: 915.001648
	Iteration 130Q: 3 clusters Score -737995.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -737994.375000 Penalty: 915.001648
	Iteration 131Q: 3 clusters Score -737994.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -737996.750000 Penalty: 915.001648
	Iteration 132Q: 3 clusters Score -737996.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -737995.687500 Penalty: 915.001648
	Iteration 133Q: 3 clusters Score -737995.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -737996.625000 Penalty: 915.001648
	Iteration 134Q: 3 clusters Score -737996.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -737999.375000 Penalty: 915.001648
	Iteration 135Q: 3 clusters Score -737999.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -737999.625000 Penalty: 915.001648
	Iteration 136Q: 3 clusters Score -737999.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -738001.812500 Penalty: 915.001648
	Iteration 137Q: 3 clusters Score -738001.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -738001.187500 Penalty: 915.001648
	Iteration 138Q: 3 clusters Score -738001.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -737999.625000 Penalty: 915.001648
	Iteration 139Q: 3 clusters Score -737999.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -738000.812500 Penalty: 915.001648
	Iteration 140F: 3 clusters Score -738000.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 19168 members 
Entering Unmasked Estep 
Score: -738003.062500 Penalty: 915.001648
	Iteration 141Q: 3 clusters Score -738003.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -738005.500000 Penalty: 915.001648
	Iteration 142Q: 3 clusters Score -738005.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -738005.000000 Penalty: 915.001648
	Iteration 143Q: 3 clusters Score -738005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -738007.187500 Penalty: 915.001648
	Iteration 144Q: 3 clusters Score -738007.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -738009.375000 Penalty: 915.001648
	Iteration 145Q: 3 clusters Score -738009.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -738011.375000 Penalty: 915.001648
	Iteration 146Q: 3 clusters Score -738011.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -738014.250000 Penalty: 915.001648
	Iteration 147Q: 3 clusters Score -738014.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -738017.687500 Penalty: 915.001648
	Iteration 148Q: 3 clusters Score -738017.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 19354 members 
Entering Unmasked Estep 
Score: -738016.312500 Penalty: 915.001648
	Iteration 149Q: 3 clusters Score -738016.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -738016.187500 Penalty: 915.001648
	Iteration 150Q: 3 clusters Score -738016.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -738016.687500 Penalty: 915.001648
	Iteration 151Q: 3 clusters Score -738016.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -738016.625000 Penalty: 915.001648
	Iteration 152Q: 3 clusters Score -738016.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -738022.625000 Penalty: 915.001648
	Iteration 153Q: 3 clusters Score -738022.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -738021.187500 Penalty: 915.001648
	Iteration 154Q: 3 clusters Score -738021.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 19461 members 
Entering Unmasked Estep 
Score: -738022.062500 Penalty: 915.001648
	Iteration 155Q: 3 clusters Score -738022.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -738023.250000 Penalty: 915.001648
	Iteration 156Q: 3 clusters Score -738023.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -738023.312500 Penalty: 915.001648
	Iteration 157Q: 3 clusters Score -738023.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -738023.562500 Penalty: 915.001648
	Iteration 158Q: 3 clusters Score -738023.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -738023.125000 Penalty: 915.001648
	Iteration 159Q: 3 clusters Score -738023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 19496 members 
Entering Unmasked Estep 
Score: -738023.437500 Penalty: 915.001648
	Iteration 160F: 3 clusters Score -738023.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 19499 members 
Entering Unmasked Estep 
Score: -738024.500000 Penalty: 915.001648
	Iteration 161Q: 3 clusters Score -738024.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -738024.062500 Penalty: 915.001648
	Iteration 162Q: 3 clusters Score -738024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 19501 members 
Entering Unmasked Estep 
Score: -738024.062500 Penalty: 915.001648
	Iteration 163F: 3 clusters Score -738024.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 37445 members 
Mstep: Class 3 contains 4084 members 
Mstep: Class 4 contains 28051 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 71834 members 
Mstep: Class 8 contains 16097 members 
Mstep: Class 9 contains 26853 members 
Mstep: Class 10 contains 3770 members 
Mstep: Class 11 contains 160407 members 
Mstep: Class 12 contains 11380 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 14 contains 19501 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 6591 members 
Mstep: Class 17 contains 2460 members 
Mstep: Class 18 contains 1798 members 
Mstep: Class 20 contains 3226 members 
Mstep: Class 21 contains 108825 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 7888 members 
Entering Unmasked Estep 
Score: -15708183.000000 Penalty: 13180.710938
Splitting cluster 10 changes total score from -15699095.000000 to -15708183.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 11 (160407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160407 members 
Entering Unmasked Estep 
Score: -5282972.000000 Penalty: 545.338867
	Iteration 0F: 2 clusters Score -5282972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80354 members 
Mstep: Class 2 contains 80053 members 
Entering Unmasked Estep 
Score: -5173968.500000 Penalty: 1090.677734
	Iteration 0F: 3 clusters Score -5173968 nChanged 78907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81705 members 
Mstep: Class 2 contains 78702 members 
Entering Unmasked Estep 
Score: -5223466.500000 Penalty: 1090.677734
	Iteration 1F: 3 clusters Score -5223466 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80440 members 
Mstep: Class 2 contains 79967 members 
Entering Unmasked Estep 
Score: -5227685.500000 Penalty: 1090.677734
	Iteration 2F: 3 clusters Score -5227686 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78634 members 
Mstep: Class 2 contains 81773 members 
Entering Unmasked Estep 
Score: -5233286.500000 Penalty: 1090.677734
	Iteration 3F: 3 clusters Score -5233286 nChanged 10628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77318 members 
Mstep: Class 2 contains 83089 members 
Entering Unmasked Estep 
Score: -5239051.000000 Penalty: 1090.677734
	Iteration 4F: 3 clusters Score -5239051 nChanged 9713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76977 members 
Mstep: Class 2 contains 83430 members 
Entering Unmasked Estep 
Score: -5243691.000000 Penalty: 1090.677734
	Iteration 5F: 3 clusters Score -5243691 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77568 members 
Mstep: Class 2 contains 82839 members 
Entering Unmasked Estep 
Score: -5246841.500000 Penalty: 1090.677734
	Iteration 6Q: 3 clusters Score -5246842 nChanged 6192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79094 members 
Mstep: Class 2 contains 81313 members 
Entering Unmasked Estep 
Score: -5248893.500000 Penalty: 1090.677734
	Iteration 7Q: 3 clusters Score -5248894 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81426 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -5250582.000000 Penalty: 1090.677734
	Iteration 8Q: 3 clusters Score -5250582 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84524 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -5252186.500000 Penalty: 1090.677734
	Iteration 9Q: 3 clusters Score -5252186 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88278 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -5253860.000000 Penalty: 1090.677734
	Iteration 10Q: 3 clusters Score -5253860 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92701 members 
Mstep: Class 2 contains 67706 members 
Entering Unmasked Estep 
Score: -5255796.500000 Penalty: 1090.677734
	Iteration 11Q: 3 clusters Score -5255796 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97688 members 
Mstep: Class 2 contains 62719 members 
Entering Unmasked Estep 
Score: -5257995.500000 Penalty: 1090.677734
	Iteration 12Q: 3 clusters Score -5257996 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103213 members 
Mstep: Class 2 contains 57194 members 
Entering Unmasked Estep 
Score: -5260527.500000 Penalty: 1090.677734
	Iteration 13Q: 3 clusters Score -5260528 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109079 members 
Mstep: Class 2 contains 51328 members 
Entering Unmasked Estep 
Score: -5263088.000000 Penalty: 1090.677734
	Iteration 14Q: 3 clusters Score -5263088 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114951 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -5265627.000000 Penalty: 1090.677734
	Iteration 15Q: 3 clusters Score -5265627 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120842 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -5268103.500000 Penalty: 1090.677734
	Iteration 16Q: 3 clusters Score -5268104 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126607 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -5270657.500000 Penalty: 1090.677734
	Iteration 17Q: 3 clusters Score -5270658 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132120 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -5272954.500000 Penalty: 1090.677734
	Iteration 18Q: 3 clusters Score -5272954 nChanged 5015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137135 members 
Mstep: Class 2 contains 23272 members 
Entering Unmasked Estep 
Score: -5275145.500000 Penalty: 1090.677734
	Iteration 19Q: 3 clusters Score -5275146 nChanged 4291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141426 members 
Mstep: Class 2 contains 18981 members 
Entering Unmasked Estep 
Score: -5276897.000000 Penalty: 1090.677734
	Iteration 20F: 3 clusters Score -5276897 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144987 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -5278333.500000 Penalty: 1090.677734
	Iteration 21Q: 3 clusters Score -5278334 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147907 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -5279392.500000 Penalty: 1090.677734
	Iteration 22Q: 3 clusters Score -5279392 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150238 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -5280204.000000 Penalty: 1090.677734
	Iteration 23Q: 3 clusters Score -5280204 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152113 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -5280892.500000 Penalty: 1090.677734
	Iteration 24Q: 3 clusters Score -5280892 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153560 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -5281354.000000 Penalty: 1090.677734
	Iteration 25Q: 3 clusters Score -5281354 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154693 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -5281695.500000 Penalty: 1090.677734
	Iteration 26Q: 3 clusters Score -5281696 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155545 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -5281869.000000 Penalty: 1090.677734
	Iteration 27Q: 3 clusters Score -5281869 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156224 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -5282044.000000 Penalty: 1090.677734
	Iteration 28Q: 3 clusters Score -5282044 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156770 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5282187.500000 Penalty: 1090.677734
	Iteration 29Q: 3 clusters Score -5282188 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157180 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -5282287.500000 Penalty: 1090.677734
	Iteration 30Q: 3 clusters Score -5282288 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157479 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -5282321.500000 Penalty: 1090.677734
	Iteration 31Q: 3 clusters Score -5282322 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157731 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -5282381.500000 Penalty: 1090.677734
	Iteration 32Q: 3 clusters Score -5282382 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157944 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -5282413.000000 Penalty: 1090.677734
	Iteration 33Q: 3 clusters Score -5282413 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158120 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -5282445.500000 Penalty: 1090.677734
	Iteration 34Q: 3 clusters Score -5282446 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158272 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5282475.000000 Penalty: 1090.677734
	Iteration 35Q: 3 clusters Score -5282475 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158400 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -5282519.500000 Penalty: 1090.677734
	Iteration 36Q: 3 clusters Score -5282520 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158507 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -5282543.000000 Penalty: 1090.677734
	Iteration 37Q: 3 clusters Score -5282543 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158599 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5282568.500000 Penalty: 1090.677734
	Iteration 38Q: 3 clusters Score -5282568 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158672 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -5282579.000000 Penalty: 1090.677734
	Iteration 39Q: 3 clusters Score -5282579 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158746 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -5282605.000000 Penalty: 1090.677734
	Iteration 40F: 3 clusters Score -5282605 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158810 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -5282626.500000 Penalty: 1090.677734
	Iteration 41Q: 3 clusters Score -5282626 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158864 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5282635.000000 Penalty: 1090.677734
	Iteration 42Q: 3 clusters Score -5282635 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158907 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -5282637.000000 Penalty: 1090.677734
	Iteration 43Q: 3 clusters Score -5282637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158940 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5282640.000000 Penalty: 1090.677734
	Iteration 44Q: 3 clusters Score -5282640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158967 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5282644.500000 Penalty: 1090.677734
	Iteration 45Q: 3 clusters Score -5282644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159005 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -5282645.500000 Penalty: 1090.677734
	Iteration 46Q: 3 clusters Score -5282646 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159044 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -5282643.500000 Penalty: 1090.677734
	Iteration 47Q: 3 clusters Score -5282644 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159076 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -5282647.000000 Penalty: 1090.677734
	Iteration 48Q: 3 clusters Score -5282647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159105 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -5282654.000000 Penalty: 1090.677734
	Iteration 49Q: 3 clusters Score -5282654 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159131 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5282659.000000 Penalty: 1090.677734
	Iteration 50Q: 3 clusters Score -5282659 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159159 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5282665.000000 Penalty: 1090.677734
	Iteration 51Q: 3 clusters Score -5282665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159177 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -5282670.000000 Penalty: 1090.677734
	Iteration 52Q: 3 clusters Score -5282670 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159195 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -5282674.500000 Penalty: 1090.677734
	Iteration 53Q: 3 clusters Score -5282674 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159205 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5282677.500000 Penalty: 1090.677734
	Iteration 54Q: 3 clusters Score -5282678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159213 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5282678.500000 Penalty: 1090.677734
	Iteration 55Q: 3 clusters Score -5282678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159213 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5282683.000000 Penalty: 1090.677734
	Iteration 56Q: 3 clusters Score -5282683 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159216 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5282687.000000 Penalty: 1090.677734
	Iteration 57Q: 3 clusters Score -5282687 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159220 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -5282686.000000 Penalty: 1090.677734
	Iteration 58Q: 3 clusters Score -5282686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159223 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5282685.000000 Penalty: 1090.677734
	Iteration 59Q: 3 clusters Score -5282685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159225 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -5282684.500000 Penalty: 1090.677734
	Iteration 60F: 3 clusters Score -5282684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159229 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -5282684.500000 Penalty: 1090.677734
	Iteration 61Q: 3 clusters Score -5282684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159233 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5282682.000000 Penalty: 1090.677734
	Iteration 62Q: 3 clusters Score -5282682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159237 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5282690.000000 Penalty: 1090.677734
	Iteration 63Q: 3 clusters Score -5282690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159233 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -5282692.500000 Penalty: 1090.677734
	Iteration 64Q: 3 clusters Score -5282692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159234 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5282695.500000 Penalty: 1090.677734
	Iteration 65Q: 3 clusters Score -5282696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159234 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5282695.500000 Penalty: 1090.677734
	Iteration 66F: 3 clusters Score -5282696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Entering Unmasked Estep 
Score: -397800.875000 Penalty: 424.952393
	Iteration 0F: 2 clusters Score -397800.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -390115.906250 Penalty: 849.904785
	Iteration 0F: 3 clusters Score -390115.9 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -393586.812500 Penalty: 849.904785
	Iteration 1F: 3 clusters Score -393586.8 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -394017.906250 Penalty: 849.904785
	Iteration 2F: 3 clusters Score -394017.9 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -394626.718750 Penalty: 849.904785
	Iteration 3F: 3 clusters Score -394626.7 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -395273.593750 Penalty: 849.904785
	Iteration 4F: 3 clusters Score -395273.6 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -395735.906250 Penalty: 849.904785
	Iteration 5F: 3 clusters Score -395735.9 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -395967.968750 Penalty: 849.904785
	Iteration 6Q: 3 clusters Score -395968 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -396068.437500 Penalty: 849.904785
	Iteration 7Q: 3 clusters Score -396068.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -396140.250000 Penalty: 849.904785
	Iteration 8Q: 3 clusters Score -396140.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -396203.156250 Penalty: 849.904785
	Iteration 9Q: 3 clusters Score -396203.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -396254.625000 Penalty: 849.904785
	Iteration 10Q: 3 clusters Score -396254.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -396293.937500 Penalty: 849.904785
	Iteration 11Q: 3 clusters Score -396293.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -396343.750000 Penalty: 849.904785
	Iteration 12Q: 3 clusters Score -396343.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -396387.562500 Penalty: 849.904785
	Iteration 13Q: 3 clusters Score -396387.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -396426.906250 Penalty: 849.904785
	Iteration 14Q: 3 clusters Score -396426.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -396462.031250 Penalty: 849.904785
	Iteration 15Q: 3 clusters Score -396462 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -396489.562500 Penalty: 849.904785
	Iteration 16Q: 3 clusters Score -396489.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -396521.843750 Penalty: 849.904785
	Iteration 17Q: 3 clusters Score -396521.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -396553.406250 Penalty: 849.904785
	Iteration 18Q: 3 clusters Score -396553.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -396590.312500 Penalty: 849.904785
	Iteration 19Q: 3 clusters Score -396590.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -396621.843750 Penalty: 849.904785
	Iteration 20F: 3 clusters Score -396621.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 8194 members 
Entering Unmasked Estep 
Score: -396647.906250 Penalty: 849.904785
	Iteration 21Q: 3 clusters Score -396647.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -396678.687500 Penalty: 849.904785
	Iteration 22Q: 3 clusters Score -396678.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -396710.500000 Penalty: 849.904785
	Iteration 23Q: 3 clusters Score -396710.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -396744.187500 Penalty: 849.904785
	Iteration 24Q: 3 clusters Score -396744.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -396769.968750 Penalty: 849.904785
	Iteration 25Q: 3 clusters Score -396770 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -396790.093750 Penalty: 849.904785
	Iteration 26Q: 3 clusters Score -396790.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -396811.093750 Penalty: 849.904785
	Iteration 27Q: 3 clusters Score -396811.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -396828.687500 Penalty: 849.904785
	Iteration 28Q: 3 clusters Score -396828.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -396842.968750 Penalty: 849.904785
	Iteration 29Q: 3 clusters Score -396843 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -396861.843750 Penalty: 849.904785
	Iteration 30Q: 3 clusters Score -396861.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -396883.437500 Penalty: 849.904785
	Iteration 31Q: 3 clusters Score -396883.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -396907.125000 Penalty: 849.904785
	Iteration 32Q: 3 clusters Score -396907.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -396932.000000 Penalty: 849.904785
	Iteration 33Q: 3 clusters Score -396932 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -396959.281250 Penalty: 849.904785
	Iteration 34Q: 3 clusters Score -396959.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -396980.062500 Penalty: 849.904785
	Iteration 35Q: 3 clusters Score -396980.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9554 members 
Entering Unmasked Estep 
Score: -396990.750000 Penalty: 849.904785
	Iteration 36Q: 3 clusters Score -396990.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -397006.562500 Penalty: 849.904785
	Iteration 37Q: 3 clusters Score -397006.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -397022.062500 Penalty: 849.904785
	Iteration 38Q: 3 clusters Score -397022.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -397038.218750 Penalty: 849.904785
	Iteration 39Q: 3 clusters Score -397038.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -397053.218750 Penalty: 849.904785
	Iteration 40F: 3 clusters Score -397053.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -397066.093750 Penalty: 849.904785
	Iteration 41Q: 3 clusters Score -397066.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -397078.718750 Penalty: 849.904785
	Iteration 42Q: 3 clusters Score -397078.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -397091.437500 Penalty: 849.904785
	Iteration 43Q: 3 clusters Score -397091.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -397102.218750 Penalty: 849.904785
	Iteration 44Q: 3 clusters Score -397102.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -397115.906250 Penalty: 849.904785
	Iteration 45Q: 3 clusters Score -397115.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -397131.875000 Penalty: 849.904785
	Iteration 46Q: 3 clusters Score -397131.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -397141.656250 Penalty: 849.904785
	Iteration 47Q: 3 clusters Score -397141.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -397154.156250 Penalty: 849.904785
	Iteration 48Q: 3 clusters Score -397154.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -397171.937500 Penalty: 849.904785
	Iteration 49Q: 3 clusters Score -397171.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -397184.781250 Penalty: 849.904785
	Iteration 50Q: 3 clusters Score -397184.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -397195.156250 Penalty: 849.904785
	Iteration 51Q: 3 clusters Score -397195.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -397206.406250 Penalty: 849.904785
	Iteration 52Q: 3 clusters Score -397206.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -397217.468750 Penalty: 849.904785
	Iteration 53Q: 3 clusters Score -397217.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -397226.375000 Penalty: 849.904785
	Iteration 54Q: 3 clusters Score -397226.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -397235.781250 Penalty: 849.904785
	Iteration 55Q: 3 clusters Score -397235.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -397242.250000 Penalty: 849.904785
	Iteration 56Q: 3 clusters Score -397242.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -397250.906250 Penalty: 849.904785
	Iteration 57Q: 3 clusters Score -397250.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -397259.375000 Penalty: 849.904785
	Iteration 58Q: 3 clusters Score -397259.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -397269.437500 Penalty: 849.904785
	Iteration 59Q: 3 clusters Score -397269.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10695 members 
Entering Unmasked Estep 
Score: -397283.593750 Penalty: 849.904785
	Iteration 60F: 3 clusters Score -397283.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -397297.593750 Penalty: 849.904785
	Iteration 61Q: 3 clusters Score -397297.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -397314.375000 Penalty: 849.904785
	Iteration 62Q: 3 clusters Score -397314.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -397328.593750 Penalty: 849.904785
	Iteration 63Q: 3 clusters Score -397328.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -397339.562500 Penalty: 849.904785
	Iteration 64Q: 3 clusters Score -397339.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -397350.000000 Penalty: 849.904785
	Iteration 65Q: 3 clusters Score -397350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -397357.593750 Penalty: 849.904785
	Iteration 66Q: 3 clusters Score -397357.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -397362.343750 Penalty: 849.904785
	Iteration 67Q: 3 clusters Score -397362.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -397368.187500 Penalty: 849.904785
	Iteration 68Q: 3 clusters Score -397368.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -397378.625000 Penalty: 849.904785
	Iteration 69Q: 3 clusters Score -397378.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -397382.093750 Penalty: 849.904785
	Iteration 70Q: 3 clusters Score -397382.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -397388.906250 Penalty: 849.904785
	Iteration 71Q: 3 clusters Score -397388.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -397396.812500 Penalty: 849.904785
	Iteration 72Q: 3 clusters Score -397396.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -397403.000000 Penalty: 849.904785
	Iteration 73Q: 3 clusters Score -397403 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -397413.093750 Penalty: 849.904785
	Iteration 74Q: 3 clusters Score -397413.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -397423.500000 Penalty: 849.904785
	Iteration 75Q: 3 clusters Score -397423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -397427.093750 Penalty: 849.904785
	Iteration 76Q: 3 clusters Score -397427.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -397433.656250 Penalty: 849.904785
	Iteration 77Q: 3 clusters Score -397433.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -397440.156250 Penalty: 849.904785
	Iteration 78Q: 3 clusters Score -397440.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -397444.812500 Penalty: 849.904785
	Iteration 79Q: 3 clusters Score -397444.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -397447.031250 Penalty: 849.904785
	Iteration 80F: 3 clusters Score -397447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -397449.187500 Penalty: 849.904785
	Iteration 81Q: 3 clusters Score -397449.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -397449.875000 Penalty: 849.904785
	Iteration 82Q: 3 clusters Score -397449.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -397449.875000 Penalty: 849.904785
	Iteration 83F: 3 clusters Score -397449.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -61292.265625 Penalty: 342.219971
	Iteration 0F: 2 clusters Score -61292.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -59949.644531 Penalty: 684.439941
	Iteration 0F: 3 clusters Score -59949.64 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -60349.492188 Penalty: 684.439941
	Iteration 1F: 3 clusters Score -60349.49 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -60427.617188 Penalty: 684.439941
	Iteration 2F: 3 clusters Score -60427.62 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -60518.269531 Penalty: 684.439941
	Iteration 3F: 3 clusters Score -60518.27 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -60607.769531 Penalty: 684.439941
	Iteration 4F: 3 clusters Score -60607.77 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -60717.082031 Penalty: 684.439941
	Iteration 5F: 3 clusters Score -60717.08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -60819.164062 Penalty: 684.439941
	Iteration 6F: 3 clusters Score -60819.16 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -60899.882812 Penalty: 684.439941
	Iteration 7F: 3 clusters Score -60899.88 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -60950.425781 Penalty: 684.439941
	Iteration 8Q: 3 clusters Score -60950.43 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -60974.128906 Penalty: 684.439941
	Iteration 9Q: 3 clusters Score -60974.13 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -60992.273438 Penalty: 684.439941
	Iteration 10Q: 3 clusters Score -60992.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -61005.070312 Penalty: 684.439941
	Iteration 11Q: 3 clusters Score -61005.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -61010.125000 Penalty: 684.439941
	Iteration 12Q: 3 clusters Score -61010.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -61012.535156 Penalty: 684.439941
	Iteration 13Q: 3 clusters Score -61012.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -61014.585938 Penalty: 684.439941
	Iteration 14Q: 3 clusters Score -61014.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -61015.734375 Penalty: 684.439941
	Iteration 15Q: 3 clusters Score -61015.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -61017.023438 Penalty: 684.439941
	Iteration 16Q: 3 clusters Score -61017.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -61017.394531 Penalty: 684.439941
	Iteration 17Q: 3 clusters Score -61017.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -61017.394531 Penalty: 684.439941
	Iteration 18F: 3 clusters Score -61017.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (1408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Entering Unmasked Estep 
Score: -45918.078125 Penalty: 329.871613
	Iteration 0F: 2 clusters Score -45918.08 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -44841.398438 Penalty: 659.743225
	Iteration 0F: 3 clusters Score -44841.4 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -45149.148438 Penalty: 659.743225
	Iteration 1F: 3 clusters Score -45149.15 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -45196.582031 Penalty: 659.743225
	Iteration 2F: 3 clusters Score -45196.58 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -45246.156250 Penalty: 659.743225
	Iteration 3F: 3 clusters Score -45246.16 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -45287.089844 Penalty: 659.743225
	Iteration 4Q: 3 clusters Score -45287.09 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -45317.843750 Penalty: 659.743225
	Iteration 5Q: 3 clusters Score -45317.84 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -45341.554688 Penalty: 659.743225
	Iteration 6Q: 3 clusters Score -45341.55 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -45368.210938 Penalty: 659.743225
	Iteration 7Q: 3 clusters Score -45368.21 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -45395.765625 Penalty: 659.743225
	Iteration 8Q: 3 clusters Score -45395.77 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -45427.609375 Penalty: 659.743225
	Iteration 9Q: 3 clusters Score -45427.61 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -45476.253906 Penalty: 659.743225
	Iteration 10Q: 3 clusters Score -45476.25 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -45526.726562 Penalty: 659.743225
	Iteration 11Q: 3 clusters Score -45526.73 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -45557.492188 Penalty: 659.743225
	Iteration 12Q: 3 clusters Score -45557.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -45578.988281 Penalty: 659.743225
	Iteration 13Q: 3 clusters Score -45578.99 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -45592.394531 Penalty: 659.743225
	Iteration 14Q: 3 clusters Score -45592.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -45599.851562 Penalty: 659.743225
	Iteration 15Q: 3 clusters Score -45599.85 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -45609.347656 Penalty: 659.743225
	Iteration 16Q: 3 clusters Score -45609.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -45614.875000 Penalty: 659.743225
	Iteration 17Q: 3 clusters Score -45614.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -45618.519531 Penalty: 659.743225
	Iteration 18Q: 3 clusters Score -45618.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -45619.542969 Penalty: 659.743225
	Iteration 19Q: 3 clusters Score -45619.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -45620.218750 Penalty: 659.743225
	Iteration 20F: 3 clusters Score -45620.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -45620.714844 Penalty: 659.743225
	Iteration 21Q: 3 clusters Score -45620.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -45621.156250 Penalty: 659.743225
	Iteration 22Q: 3 clusters Score -45621.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -45621.714844 Penalty: 659.743225
	Iteration 23Q: 3 clusters Score -45621.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -45623.273438 Penalty: 659.743225
	Iteration 24Q: 3 clusters Score -45623.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -45625.183594 Penalty: 659.743225
	Iteration 25Q: 3 clusters Score -45625.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -45628.835938 Penalty: 659.743225
	Iteration 26Q: 3 clusters Score -45628.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -45637.179688 Penalty: 659.743225
	Iteration 27Q: 3 clusters Score -45637.18 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -45644.320312 Penalty: 659.743225
	Iteration 28Q: 3 clusters Score -45644.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -45647.308594 Penalty: 659.743225
	Iteration 29Q: 3 clusters Score -45647.31 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -45657.738281 Penalty: 659.743225
	Iteration 30Q: 3 clusters Score -45657.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -45667.691406 Penalty: 659.743225
	Iteration 31Q: 3 clusters Score -45667.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -45674.468750 Penalty: 659.743225
	Iteration 32Q: 3 clusters Score -45674.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -45679.429688 Penalty: 659.743225
	Iteration 33Q: 3 clusters Score -45679.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -45684.187500 Penalty: 659.743225
	Iteration 34Q: 3 clusters Score -45684.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -45687.566406 Penalty: 659.743225
	Iteration 35Q: 3 clusters Score -45687.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -45687.566406 Penalty: 659.743225
	Iteration 36F: 3 clusters Score -45687.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (6591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Entering Unmasked Estep 
Score: -205719.109375 Penalty: 400.102478
	Iteration 0F: 2 clusters Score -205719.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -201291.640625 Penalty: 800.204956
	Iteration 0F: 3 clusters Score -201291.6 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -203081.703125 Penalty: 800.204956
	Iteration 1F: 3 clusters Score -203081.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -203427.093750 Penalty: 800.204956
	Iteration 2F: 3 clusters Score -203427.1 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -203845.953125 Penalty: 800.204956
	Iteration 3F: 3 clusters Score -203846 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -204294.781250 Penalty: 800.204956
	Iteration 4F: 3 clusters Score -204294.8 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -204727.765625 Penalty: 800.204956
	Iteration 5F: 3 clusters Score -204727.8 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -205062.953125 Penalty: 800.204956
	Iteration 6F: 3 clusters Score -205063 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -205281.328125 Penalty: 800.204956
	Iteration 7Q: 3 clusters Score -205281.3 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -205381.468750 Penalty: 800.204956
	Iteration 8Q: 3 clusters Score -205381.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -205459.609375 Penalty: 800.204956
	Iteration 9Q: 3 clusters Score -205459.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -205530.343750 Penalty: 800.204956
	Iteration 10Q: 3 clusters Score -205530.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -205565.718750 Penalty: 800.204956
	Iteration 11Q: 3 clusters Score -205565.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -205595.234375 Penalty: 800.204956
	Iteration 12Q: 3 clusters Score -205595.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -205618.187500 Penalty: 800.204956
	Iteration 13Q: 3 clusters Score -205618.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -205629.703125 Penalty: 800.204956
	Iteration 14Q: 3 clusters Score -205629.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -205637.968750 Penalty: 800.204956
	Iteration 15Q: 3 clusters Score -205638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -205642.625000 Penalty: 800.204956
	Iteration 16Q: 3 clusters Score -205642.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -205646.031250 Penalty: 800.204956
	Iteration 17Q: 3 clusters Score -205646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -205646.687500 Penalty: 800.204956
	Iteration 18Q: 3 clusters Score -205646.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -205647.078125 Penalty: 800.204956
	Iteration 19Q: 3 clusters Score -205647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -205646.906250 Penalty: 800.204956
	Iteration 20F: 3 clusters Score -205646.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Entering Unmasked Estep 
Score: -72614.070312 Penalty: 355.260193
	Iteration 0F: 2 clusters Score -72614.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -70856.414062 Penalty: 710.520386
	Iteration 0F: 3 clusters Score -70856.41 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -71500.867188 Penalty: 710.520386
	Iteration 1F: 3 clusters Score -71500.87 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -71634.718750 Penalty: 710.520386
	Iteration 2F: 3 clusters Score -71634.72 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -71754.820312 Penalty: 710.520386
	Iteration 3F: 3 clusters Score -71754.82 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -71851.265625 Penalty: 710.520386
	Iteration 4F: 3 clusters Score -71851.27 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -71932.750000 Penalty: 710.520386
	Iteration 5F: 3 clusters Score -71932.75 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -71992.781250 Penalty: 710.520386
	Iteration 6Q: 3 clusters Score -71992.78 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -72032.468750 Penalty: 710.520386
	Iteration 7Q: 3 clusters Score -72032.47 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -72073.101562 Penalty: 710.520386
	Iteration 8Q: 3 clusters Score -72073.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -72104.382812 Penalty: 710.520386
	Iteration 9Q: 3 clusters Score -72104.38 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -72127.390625 Penalty: 710.520386
	Iteration 10Q: 3 clusters Score -72127.39 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -72139.515625 Penalty: 710.520386
	Iteration 11Q: 3 clusters Score -72139.52 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -72147.070312 Penalty: 710.520386
	Iteration 12Q: 3 clusters Score -72147.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -72150.789062 Penalty: 710.520386
	Iteration 13Q: 3 clusters Score -72150.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -72153.390625 Penalty: 710.520386
	Iteration 14Q: 3 clusters Score -72153.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -72157.117188 Penalty: 710.520386
	Iteration 15Q: 3 clusters Score -72157.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -72158.812500 Penalty: 710.520386
	Iteration 16Q: 3 clusters Score -72158.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -72160.687500 Penalty: 710.520386
	Iteration 17Q: 3 clusters Score -72160.69 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -72162.609375 Penalty: 710.520386
	Iteration 18Q: 3 clusters Score -72162.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -72163.726562 Penalty: 710.520386
	Iteration 19Q: 3 clusters Score -72163.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -72164.390625 Penalty: 710.520386
	Iteration 20F: 3 clusters Score -72164.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -72166.750000 Penalty: 710.520386
	Iteration 21Q: 3 clusters Score -72166.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -72171.750000 Penalty: 710.520386
	Iteration 22Q: 3 clusters Score -72171.75 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -72175.906250 Penalty: 710.520386
	Iteration 23Q: 3 clusters Score -72175.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -72179.531250 Penalty: 710.520386
	Iteration 24Q: 3 clusters Score -72179.53 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -72181.968750 Penalty: 710.520386
	Iteration 25Q: 3 clusters Score -72181.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -72186.976562 Penalty: 710.520386
	Iteration 26Q: 3 clusters Score -72186.98 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -72192.414062 Penalty: 710.520386
	Iteration 27Q: 3 clusters Score -72192.41 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -72196.273438 Penalty: 710.520386
	Iteration 28Q: 3 clusters Score -72196.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -72200.500000 Penalty: 710.520386
	Iteration 29Q: 3 clusters Score -72200.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -72207.054688 Penalty: 710.520386
	Iteration 30Q: 3 clusters Score -72207.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -72212.554688 Penalty: 710.520386
	Iteration 31Q: 3 clusters Score -72212.55 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -72218.406250 Penalty: 710.520386
	Iteration 32Q: 3 clusters Score -72218.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -72221.765625 Penalty: 710.520386
	Iteration 33Q: 3 clusters Score -72221.77 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -72228.640625 Penalty: 710.520386
	Iteration 34Q: 3 clusters Score -72228.64 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -72233.468750 Penalty: 710.520386
	Iteration 35Q: 3 clusters Score -72233.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -72238.312500 Penalty: 710.520386
	Iteration 36Q: 3 clusters Score -72238.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -72241.015625 Penalty: 710.520386
	Iteration 37Q: 3 clusters Score -72241.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -72242.226562 Penalty: 710.520386
	Iteration 38Q: 3 clusters Score -72242.23 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -72243.984375 Penalty: 710.520386
	Iteration 39Q: 3 clusters Score -72243.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -72246.828125 Penalty: 710.520386
	Iteration 40F: 3 clusters Score -72246.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -72248.679688 Penalty: 710.520386
	Iteration 41Q: 3 clusters Score -72248.68 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -72250.429688 Penalty: 710.520386
	Iteration 42Q: 3 clusters Score -72250.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -72251.726562 Penalty: 710.520386
	Iteration 43Q: 3 clusters Score -72251.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -72253.500000 Penalty: 710.520386
	Iteration 44Q: 3 clusters Score -72253.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -72254.007812 Penalty: 710.520386
	Iteration 45Q: 3 clusters Score -72254.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72254.125000 Penalty: 710.520386
	Iteration 46Q: 3 clusters Score -72254.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -72254.125000 Penalty: 710.520386
	Iteration 47F: 3 clusters Score -72254.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Entering Unmasked Estep 
Score: -55615.941406 Penalty: 340.996582
	Iteration 0F: 2 clusters Score -55615.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -54311.558594 Penalty: 681.993164
	Iteration 0F: 3 clusters Score -54311.56 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -54814.007812 Penalty: 681.993164
	Iteration 1F: 3 clusters Score -54814.01 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -54911.074219 Penalty: 681.993164
	Iteration 2F: 3 clusters Score -54911.07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -54996.417969 Penalty: 681.993164
	Iteration 3F: 3 clusters Score -54996.42 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -55066.664062 Penalty: 681.993164
	Iteration 4Q: 3 clusters Score -55066.66 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -55135.398438 Penalty: 681.993164
	Iteration 5Q: 3 clusters Score -55135.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -55182.417969 Penalty: 681.993164
	Iteration 6Q: 3 clusters Score -55182.42 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -55218.394531 Penalty: 681.993164
	Iteration 7Q: 3 clusters Score -55218.39 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -55243.375000 Penalty: 681.993164
	Iteration 8Q: 3 clusters Score -55243.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -55256.660156 Penalty: 681.993164
	Iteration 9Q: 3 clusters Score -55256.66 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -55270.460938 Penalty: 681.993164
	Iteration 10Q: 3 clusters Score -55270.46 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -55282.453125 Penalty: 681.993164
	Iteration 11Q: 3 clusters Score -55282.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -55293.363281 Penalty: 681.993164
	Iteration 12Q: 3 clusters Score -55293.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -55298.187500 Penalty: 681.993164
	Iteration 13Q: 3 clusters Score -55298.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -55304.804688 Penalty: 681.993164
	Iteration 14Q: 3 clusters Score -55304.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -55309.320312 Penalty: 681.993164
	Iteration 15Q: 3 clusters Score -55309.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -55315.621094 Penalty: 681.993164
	Iteration 16Q: 3 clusters Score -55315.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -55319.906250 Penalty: 681.993164
	Iteration 17Q: 3 clusters Score -55319.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -55323.972656 Penalty: 681.993164
	Iteration 18Q: 3 clusters Score -55323.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -55323.972656 Penalty: 681.993164
	Iteration 19F: 3 clusters Score -55323.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (3226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Entering Unmasked Estep 
Score: -106155.171875 Penalty: 367.594421
	Iteration 0F: 2 clusters Score -106155.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -103966.257812 Penalty: 735.188843
	Iteration 0F: 3 clusters Score -103966.3 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -104644.109375 Penalty: 735.188843
	Iteration 1F: 3 clusters Score -104644.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -104737.296875 Penalty: 735.188843
	Iteration 2F: 3 clusters Score -104737.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -104844.429688 Penalty: 735.188843
	Iteration 3F: 3 clusters Score -104844.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -104989.054688 Penalty: 735.188843
	Iteration 4F: 3 clusters Score -104989.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -105148.367188 Penalty: 735.188843
	Iteration 5F: 3 clusters Score -105148.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -105318.023438 Penalty: 735.188843
	Iteration 6F: 3 clusters Score -105318 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -105440.960938 Penalty: 735.188843
	Iteration 7F: 3 clusters Score -105441 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -105544.492188 Penalty: 735.188843
	Iteration 8Q: 3 clusters Score -105544.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -105608.914062 Penalty: 735.188843
	Iteration 9Q: 3 clusters Score -105608.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -105644.578125 Penalty: 735.188843
	Iteration 10Q: 3 clusters Score -105644.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -105665.453125 Penalty: 735.188843
	Iteration 11Q: 3 clusters Score -105665.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -105675.804688 Penalty: 735.188843
	Iteration 12Q: 3 clusters Score -105675.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -105682.687500 Penalty: 735.188843
	Iteration 13Q: 3 clusters Score -105682.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -105689.226562 Penalty: 735.188843
	Iteration 14Q: 3 clusters Score -105689.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -105692.687500 Penalty: 735.188843
	Iteration 15Q: 3 clusters Score -105692.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -105694.695312 Penalty: 735.188843
	Iteration 16Q: 3 clusters Score -105694.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -105696.632812 Penalty: 735.188843
	Iteration 17Q: 3 clusters Score -105696.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -105698.882812 Penalty: 735.188843
	Iteration 18Q: 3 clusters Score -105698.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -105700.460938 Penalty: 735.188843
	Iteration 19Q: 3 clusters Score -105700.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -105701.812500 Penalty: 735.188843
	Iteration 20F: 3 clusters Score -105701.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -105702.531250 Penalty: 735.188843
	Iteration 21Q: 3 clusters Score -105702.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -105703.312500 Penalty: 735.188843
	Iteration 22Q: 3 clusters Score -105703.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -105703.781250 Penalty: 735.188843
	Iteration 23Q: 3 clusters Score -105703.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -105704.929688 Penalty: 735.188843
	Iteration 24Q: 3 clusters Score -105704.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -105705.882812 Penalty: 735.188843
	Iteration 25Q: 3 clusters Score -105705.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -105707.250000 Penalty: 735.188843
	Iteration 26Q: 3 clusters Score -105707.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -105708.843750 Penalty: 735.188843
	Iteration 27Q: 3 clusters Score -105708.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -105711.820312 Penalty: 735.188843
	Iteration 28Q: 3 clusters Score -105711.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -105713.976562 Penalty: 735.188843
	Iteration 29Q: 3 clusters Score -105714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -105714.812500 Penalty: 735.188843
	Iteration 30Q: 3 clusters Score -105714.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -105716.500000 Penalty: 735.188843
	Iteration 31Q: 3 clusters Score -105716.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -105718.132812 Penalty: 735.188843
	Iteration 32Q: 3 clusters Score -105718.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -105719.843750 Penalty: 735.188843
	Iteration 33Q: 3 clusters Score -105719.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -105721.289062 Penalty: 735.188843
	Iteration 34Q: 3 clusters Score -105721.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -105722.671875 Penalty: 735.188843
	Iteration 35Q: 3 clusters Score -105722.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -105724.601562 Penalty: 735.188843
	Iteration 36Q: 3 clusters Score -105724.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -105726.437500 Penalty: 735.188843
	Iteration 37Q: 3 clusters Score -105726.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -105727.039062 Penalty: 735.188843
	Iteration 38Q: 3 clusters Score -105727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -105728.171875 Penalty: 735.188843
	Iteration 39Q: 3 clusters Score -105728.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -105728.343750 Penalty: 735.188843
	Iteration 40F: 3 clusters Score -105728.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -105728.453125 Penalty: 735.188843
	Iteration 41Q: 3 clusters Score -105728.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -105728.914062 Penalty: 735.188843
	Iteration 42Q: 3 clusters Score -105728.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -105729.148438 Penalty: 735.188843
	Iteration 43Q: 3 clusters Score -105729.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -105729.382812 Penalty: 735.188843
	Iteration 44Q: 3 clusters Score -105729.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -105729.578125 Penalty: 735.188843
	Iteration 45Q: 3 clusters Score -105729.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -105729.757812 Penalty: 735.188843
	Iteration 46Q: 3 clusters Score -105729.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -105729.820312 Penalty: 735.188843
	Iteration 47Q: 3 clusters Score -105729.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -105729.984375 Penalty: 735.188843
	Iteration 48Q: 3 clusters Score -105730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -105730.132812 Penalty: 735.188843
	Iteration 49Q: 3 clusters Score -105730.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -105730.742188 Penalty: 735.188843
	Iteration 50Q: 3 clusters Score -105730.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -105731.703125 Penalty: 735.188843
	Iteration 51Q: 3 clusters Score -105731.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -105732.187500 Penalty: 735.188843
	Iteration 52Q: 3 clusters Score -105732.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -105733.382812 Penalty: 735.188843
	Iteration 53Q: 3 clusters Score -105733.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -105733.906250 Penalty: 735.188843
	Iteration 54Q: 3 clusters Score -105733.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -105734.625000 Penalty: 735.188843
	Iteration 55Q: 3 clusters Score -105734.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -105734.875000 Penalty: 735.188843
	Iteration 56Q: 3 clusters Score -105734.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -105735.781250 Penalty: 735.188843
	Iteration 57Q: 3 clusters Score -105735.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -105737.500000 Penalty: 735.188843
	Iteration 58Q: 3 clusters Score -105737.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -105739.539062 Penalty: 735.188843
	Iteration 59Q: 3 clusters Score -105739.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -105743.531250 Penalty: 735.188843
	Iteration 60F: 3 clusters Score -105743.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -105747.757812 Penalty: 735.188843
	Iteration 61Q: 3 clusters Score -105747.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -105750.750000 Penalty: 735.188843
	Iteration 62Q: 3 clusters Score -105750.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -105752.046875 Penalty: 735.188843
	Iteration 63Q: 3 clusters Score -105752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -105752.968750 Penalty: 735.188843
	Iteration 64Q: 3 clusters Score -105753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -105753.546875 Penalty: 735.188843
	Iteration 65Q: 3 clusters Score -105753.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -105754.015625 Penalty: 735.188843
	Iteration 66Q: 3 clusters Score -105754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -105754.593750 Penalty: 735.188843
	Iteration 67Q: 3 clusters Score -105754.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -105755.335938 Penalty: 735.188843
	Iteration 68Q: 3 clusters Score -105755.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -105755.585938 Penalty: 735.188843
	Iteration 69Q: 3 clusters Score -105755.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -105756.109375 Penalty: 735.188843
	Iteration 70Q: 3 clusters Score -105756.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -105757.085938 Penalty: 735.188843
	Iteration 71Q: 3 clusters Score -105757.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -105757.507812 Penalty: 735.188843
	Iteration 72Q: 3 clusters Score -105757.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -105758.093750 Penalty: 735.188843
	Iteration 73Q: 3 clusters Score -105758.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -105758.812500 Penalty: 735.188843
	Iteration 74Q: 3 clusters Score -105758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -105759.140625 Penalty: 735.188843
	Iteration 75Q: 3 clusters Score -105759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -105759.140625 Penalty: 735.188843
	Iteration 76Q: 3 clusters Score -105759.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -105759.484375 Penalty: 735.188843
	Iteration 77Q: 3 clusters Score -105759.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -105759.359375 Penalty: 735.188843
	Iteration 78Q: 3 clusters Score -105759.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -105759.632812 Penalty: 735.188843
	Iteration 79Q: 3 clusters Score -105759.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -105759.632812 Penalty: 735.188843
	Iteration 80F: 3 clusters Score -105759.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (108825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108825 members 
Entering Unmasked Estep 
Score: -3613742.000000 Penalty: 527.686096
	Iteration 0F: 2 clusters Score -3613742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 54252 members 
Entering Unmasked Estep 
Score: -3540294.500000 Penalty: 1055.372192
	Iteration 0F: 3 clusters Score -3540294 nChanged 53010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56955 members 
Mstep: Class 2 contains 51870 members 
Entering Unmasked Estep 
Score: -3573236.750000 Penalty: 1055.372192
	Iteration 1F: 3 clusters Score -3573237 nChanged 4946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57893 members 
Mstep: Class 2 contains 50932 members 
Entering Unmasked Estep 
Score: -3575534.000000 Penalty: 1055.372192
	Iteration 2Q: 3 clusters Score -3575534 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59427 members 
Mstep: Class 2 contains 49398 members 
Entering Unmasked Estep 
Score: -3578705.500000 Penalty: 1055.372192
	Iteration 3F: 3 clusters Score -3578706 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61715 members 
Mstep: Class 2 contains 47110 members 
Entering Unmasked Estep 
Score: -3582739.250000 Penalty: 1055.372192
	Iteration 4F: 3 clusters Score -3582739 nChanged 6746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64677 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -3587107.250000 Penalty: 1055.372192
	Iteration 5F: 3 clusters Score -3587107 nChanged 6469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67960 members 
Mstep: Class 2 contains 40865 members 
Entering Unmasked Estep 
Score: -3591265.000000 Penalty: 1055.372192
	Iteration 6F: 3 clusters Score -3591265 nChanged 5876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71168 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -3594627.250000 Penalty: 1055.372192
	Iteration 7F: 3 clusters Score -3594627 nChanged 4640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74108 members 
Mstep: Class 2 contains 34717 members 
Entering Unmasked Estep 
Score: -3596733.750000 Penalty: 1055.372192
	Iteration 8Q: 3 clusters Score -3596734 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76870 members 
Mstep: Class 2 contains 31955 members 
Entering Unmasked Estep 
Score: -3598172.250000 Penalty: 1055.372192
	Iteration 9Q: 3 clusters Score -3598172 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79626 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -3599428.750000 Penalty: 1055.372192
	Iteration 10Q: 3 clusters Score -3599429 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82359 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -3600697.250000 Penalty: 1055.372192
	Iteration 11Q: 3 clusters Score -3600697 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85090 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -3601976.000000 Penalty: 1055.372192
	Iteration 12Q: 3 clusters Score -3601976 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -3603295.750000 Penalty: 1055.372192
	Iteration 13Q: 3 clusters Score -3603296 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90385 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -3604617.750000 Penalty: 1055.372192
	Iteration 14Q: 3 clusters Score -3604618 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92852 members 
Mstep: Class 2 contains 15973 members 
Entering Unmasked Estep 
Score: -3605946.750000 Penalty: 1055.372192
	Iteration 15Q: 3 clusters Score -3605947 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95177 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -3607214.750000 Penalty: 1055.372192
	Iteration 16Q: 3 clusters Score -3607215 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97245 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -3608393.750000 Penalty: 1055.372192
	Iteration 17Q: 3 clusters Score -3608394 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99106 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -3609448.500000 Penalty: 1055.372192
	Iteration 18Q: 3 clusters Score -3609448 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100656 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3610328.000000 Penalty: 1055.372192
	Iteration 19Q: 3 clusters Score -3610328 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101935 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -3611010.750000 Penalty: 1055.372192
	Iteration 20F: 3 clusters Score -3611011 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103007 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -3611552.000000 Penalty: 1055.372192
	Iteration 21Q: 3 clusters Score -3611552 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103902 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -3612024.500000 Penalty: 1055.372192
	Iteration 22Q: 3 clusters Score -3612024 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104636 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3612386.000000 Penalty: 1055.372192
	Iteration 23Q: 3 clusters Score -3612386 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105206 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -3612633.750000 Penalty: 1055.372192
	Iteration 24Q: 3 clusters Score -3612634 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -3612827.250000 Penalty: 1055.372192
	Iteration 25Q: 3 clusters Score -3612827 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106053 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -3612968.250000 Penalty: 1055.372192
	Iteration 26Q: 3 clusters Score -3612968 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106343 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3613073.500000 Penalty: 1055.372192
	Iteration 27Q: 3 clusters Score -3613074 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106607 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3613187.250000 Penalty: 1055.372192
	Iteration 28Q: 3 clusters Score -3613187 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106829 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3613260.750000 Penalty: 1055.372192
	Iteration 29Q: 3 clusters Score -3613261 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107005 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -3613326.250000 Penalty: 1055.372192
	Iteration 30Q: 3 clusters Score -3613326 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107167 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3613395.250000 Penalty: 1055.372192
	Iteration 31Q: 3 clusters Score -3613395 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107294 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3613450.250000 Penalty: 1055.372192
	Iteration 32Q: 3 clusters Score -3613450 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107408 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -3613481.750000 Penalty: 1055.372192
	Iteration 33Q: 3 clusters Score -3613482 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107503 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3613511.500000 Penalty: 1055.372192
	Iteration 34Q: 3 clusters Score -3613512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107569 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3613525.000000 Penalty: 1055.372192
	Iteration 35Q: 3 clusters Score -3613525 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107639 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -3613551.250000 Penalty: 1055.372192
	Iteration 36Q: 3 clusters Score -3613551 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107689 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -3613548.250000 Penalty: 1055.372192
	Iteration 37Q: 3 clusters Score -3613548 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107727 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -3613549.000000 Penalty: 1055.372192
	Iteration 38Q: 3 clusters Score -3613549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107761 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -3613549.000000 Penalty: 1055.372192
	Iteration 39Q: 3 clusters Score -3613549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107785 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3613558.250000 Penalty: 1055.372192
	Iteration 40F: 3 clusters Score -3613558 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107812 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3613568.500000 Penalty: 1055.372192
	Iteration 41Q: 3 clusters Score -3613568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107835 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3613578.750000 Penalty: 1055.372192
	Iteration 42Q: 3 clusters Score -3613579 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107851 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3613582.500000 Penalty: 1055.372192
	Iteration 43Q: 3 clusters Score -3613582 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107865 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -3613579.250000 Penalty: 1055.372192
	Iteration 44Q: 3 clusters Score -3613579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107874 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3613581.750000 Penalty: 1055.372192
	Iteration 45Q: 3 clusters Score -3613582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107887 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -3613584.250000 Penalty: 1055.372192
	Iteration 46Q: 3 clusters Score -3613584 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107897 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -3613587.500000 Penalty: 1055.372192
	Iteration 47Q: 3 clusters Score -3613588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107905 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -3613587.500000 Penalty: 1055.372192
	Iteration 48Q: 3 clusters Score -3613588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107907 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3613589.750000 Penalty: 1055.372192
	Iteration 49Q: 3 clusters Score -3613590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3613592.250000 Penalty: 1055.372192
	Iteration 50Q: 3 clusters Score -3613592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107908 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -3613592.250000 Penalty: 1055.372192
	Iteration 51F: 3 clusters Score -3613592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -138037.500000 Penalty: 384.298767
	Iteration 0F: 2 clusters Score -138037.5 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 2344 members 
Entering Unmasked Estep 
Score: -134868.640625 Penalty: 768.597534
	Iteration 0F: 3 clusters Score -134868.6 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -136031.640625 Penalty: 768.597534
	Iteration 1F: 3 clusters Score -136031.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -136190.734375 Penalty: 768.597534
	Iteration 2F: 3 clusters Score -136190.7 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -136352.921875 Penalty: 768.597534
	Iteration 3F: 3 clusters Score -136352.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -136517.687500 Penalty: 768.597534
	Iteration 4F: 3 clusters Score -136517.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -136697.828125 Penalty: 768.597534
	Iteration 5F: 3 clusters Score -136697.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -136870.578125 Penalty: 768.597534
	Iteration 6F: 3 clusters Score -136870.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -137003.468750 Penalty: 768.597534
	Iteration 7Q: 3 clusters Score -137003.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -137147.265625 Penalty: 768.597534
	Iteration 8Q: 3 clusters Score -137147.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -137265.140625 Penalty: 768.597534
	Iteration 9Q: 3 clusters Score -137265.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -137355.453125 Penalty: 768.597534
	Iteration 10Q: 3 clusters Score -137355.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -137402.671875 Penalty: 768.597534
	Iteration 11Q: 3 clusters Score -137402.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -137433.218750 Penalty: 768.597534
	Iteration 12Q: 3 clusters Score -137433.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -137452.343750 Penalty: 768.597534
	Iteration 13Q: 3 clusters Score -137452.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -137468.578125 Penalty: 768.597534
	Iteration 14Q: 3 clusters Score -137468.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -137481.046875 Penalty: 768.597534
	Iteration 15Q: 3 clusters Score -137481 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -137492.187500 Penalty: 768.597534
	Iteration 16Q: 3 clusters Score -137492.2 nChanged 37
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: -137505.000000 Penalty: 768.597534
	Iteration 17Q: 3 clusters Score -137505 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -137518.109375 Penalty: 768.597534
	Iteration 18Q: 3 clusters Score -137518.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -137531.234375 Penalty: 768.597534
	Iteration 19Q: 3 clusters Score -137531.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -137543.546875 Penalty: 768.597534
	Iteration 20F: 3 clusters Score -137543.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -137556.500000 Penalty: 768.597534
	Iteration 21Q: 3 clusters Score -137556.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -137565.968750 Penalty: 768.597534
	Iteration 22Q: 3 clusters Score -137566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -137573.625000 Penalty: 768.597534
	Iteration 23Q: 3 clusters Score -137573.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -137581.015625 Penalty: 768.597534
	Iteration 24Q: 3 clusters Score -137581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -137583.031250 Penalty: 768.597534
	Iteration 25Q: 3 clusters Score -137583 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -137587.296875 Penalty: 768.597534
	Iteration 26Q: 3 clusters Score -137587.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -137593.000000 Penalty: 768.597534
	Iteration 27Q: 3 clusters Score -137593 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -137599.156250 Penalty: 768.597534
	Iteration 28Q: 3 clusters Score -137599.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -137603.781250 Penalty: 768.597534
	Iteration 29Q: 3 clusters Score -137603.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -137610.687500 Penalty: 768.597534
	Iteration 30Q: 3 clusters Score -137610.7 nChanged 17
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: -137619.421875 Penalty: 768.597534
	Iteration 31Q: 3 clusters Score -137619.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -137629.093750 Penalty: 768.597534
	Iteration 32Q: 3 clusters Score -137629.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -137635.953125 Penalty: 768.597534
	Iteration 33Q: 3 clusters Score -137636 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -137642.984375 Penalty: 768.597534
	Iteration 34Q: 3 clusters Score -137643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -137650.734375 Penalty: 768.597534
	Iteration 35Q: 3 clusters Score -137650.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -137657.875000 Penalty: 768.597534
	Iteration 36Q: 3 clusters Score -137657.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -137664.781250 Penalty: 768.597534
	Iteration 37Q: 3 clusters Score -137664.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -137673.453125 Penalty: 768.597534
	Iteration 38Q: 3 clusters Score -137673.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -137677.859375 Penalty: 768.597534
	Iteration 39Q: 3 clusters Score -137677.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -137680.234375 Penalty: 768.597534
	Iteration 40F: 3 clusters Score -137680.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -137683.812500 Penalty: 768.597534
	Iteration 41Q: 3 clusters Score -137683.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -137686.890625 Penalty: 768.597534
	Iteration 42Q: 3 clusters Score -137686.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -137691.484375 Penalty: 768.597534
	Iteration 43Q: 3 clusters Score -137691.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -137698.046875 Penalty: 768.597534
	Iteration 44Q: 3 clusters Score -137698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -137701.218750 Penalty: 768.597534
	Iteration 45Q: 3 clusters Score -137701.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -137705.437500 Penalty: 768.597534
	Iteration 46Q: 3 clusters Score -137705.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -137708.093750 Penalty: 768.597534
	Iteration 47Q: 3 clusters Score -137708.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -137710.171875 Penalty: 768.597534
	Iteration 48Q: 3 clusters Score -137710.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -137713.390625 Penalty: 768.597534
	Iteration 49Q: 3 clusters Score -137713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -137716.890625 Penalty: 768.597534
	Iteration 50Q: 3 clusters Score -137716.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -137720.656250 Penalty: 768.597534
	Iteration 51Q: 3 clusters Score -137720.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -137725.015625 Penalty: 768.597534
	Iteration 52Q: 3 clusters Score -137725 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -137730.406250 Penalty: 768.597534
	Iteration 53Q: 3 clusters Score -137730.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -137737.562500 Penalty: 768.597534
	Iteration 54Q: 3 clusters Score -137737.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -137742.968750 Penalty: 768.597534
	Iteration 55Q: 3 clusters Score -137743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -137744.937500 Penalty: 768.597534
	Iteration 56Q: 3 clusters Score -137744.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -137745.109375 Penalty: 768.597534
	Iteration 57Q: 3 clusters Score -137745.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -137746.578125 Penalty: 768.597534
	Iteration 58Q: 3 clusters Score -137746.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -137747.562500 Penalty: 768.597534
	Iteration 59Q: 3 clusters Score -137747.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -137748.062500 Penalty: 768.597534
	Iteration 60F: 3 clusters Score -137748.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Entering Unmasked Estep 
Score: -268738.218750 Penalty: 408.275940
	Iteration 0F: 2 clusters Score -268738.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -263455.500000 Penalty: 816.551880
	Iteration 0F: 3 clusters Score -263455.5 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -265449.468750 Penalty: 816.551880
	Iteration 1F: 3 clusters Score -265449.5 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -265646.343750 Penalty: 816.551880
	Iteration 2F: 3 clusters Score -265646.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -265881.187500 Penalty: 816.551880
	Iteration 3F: 3 clusters Score -265881.2 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -266151.843750 Penalty: 816.551880
	Iteration 4F: 3 clusters Score -266151.8 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -266519.312500 Penalty: 816.551880
	Iteration 5F: 3 clusters Score -266519.3 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -266881.312500 Penalty: 816.551880
	Iteration 6F: 3 clusters Score -266881.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -267203.781250 Penalty: 816.551880
	Iteration 7Q: 3 clusters Score -267203.8 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -267464.656250 Penalty: 816.551880
	Iteration 8Q: 3 clusters Score -267464.7 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -267650.125000 Penalty: 816.551880
	Iteration 9Q: 3 clusters Score -267650.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -267790.093750 Penalty: 816.551880
	Iteration 10Q: 3 clusters Score -267790.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -267877.000000 Penalty: 816.551880
	Iteration 11Q: 3 clusters Score -267877 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -267946.468750 Penalty: 816.551880
	Iteration 12Q: 3 clusters Score -267946.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -268020.812500 Penalty: 816.551880
	Iteration 13Q: 3 clusters Score -268020.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -268090.156250 Penalty: 816.551880
	Iteration 14Q: 3 clusters Score -268090.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -268131.968750 Penalty: 816.551880
	Iteration 15Q: 3 clusters Score -268132 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -268164.125000 Penalty: 816.551880
	Iteration 16Q: 3 clusters Score -268164.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -268183.062500 Penalty: 816.551880
	Iteration 17Q: 3 clusters Score -268183.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -268192.250000 Penalty: 816.551880
	Iteration 18Q: 3 clusters Score -268192.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -268202.593750 Penalty: 816.551880
	Iteration 19Q: 3 clusters Score -268202.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -268212.187500 Penalty: 816.551880
	Iteration 20F: 3 clusters Score -268212.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -268221.875000 Penalty: 816.551880
	Iteration 21Q: 3 clusters Score -268221.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -268227.937500 Penalty: 816.551880
	Iteration 22Q: 3 clusters Score -268227.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -268238.437500 Penalty: 816.551880
	Iteration 23Q: 3 clusters Score -268238.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -268247.531250 Penalty: 816.551880
	Iteration 24Q: 3 clusters Score -268247.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -268255.687500 Penalty: 816.551880
	Iteration 25Q: 3 clusters Score -268255.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 7402 members 
Entering Unmasked Estep 
Score: -268259.281250 Penalty: 816.551880
	Iteration 26Q: 3 clusters Score -268259.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -268261.937500 Penalty: 816.551880
	Iteration 27Q: 3 clusters Score -268261.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -268264.531250 Penalty: 816.551880
	Iteration 28Q: 3 clusters Score -268264.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -268266.812500 Penalty: 816.551880
	Iteration 29Q: 3 clusters Score -268266.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -268269.187500 Penalty: 816.551880
	Iteration 30Q: 3 clusters Score -268269.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -268272.375000 Penalty: 816.551880
	Iteration 31Q: 3 clusters Score -268272.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -268277.031250 Penalty: 816.551880
	Iteration 32Q: 3 clusters Score -268277 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -268280.812500 Penalty: 816.551880
	Iteration 33Q: 3 clusters Score -268280.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -268282.500000 Penalty: 816.551880
	Iteration 34Q: 3 clusters Score -268282.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -268284.593750 Penalty: 816.551880
	Iteration 35Q: 3 clusters Score -268284.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -268285.562500 Penalty: 816.551880
	Iteration 36Q: 3 clusters Score -268285.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -268286.500000 Penalty: 816.551880
	Iteration 37Q: 3 clusters Score -268286.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 7490 members 
Entering Unmasked Estep 
Score: -268286.343750 Penalty: 816.551880
	Iteration 38Q: 3 clusters Score -268286.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -268286.125000 Penalty: 816.551880
	Iteration 39Q: 3 clusters Score -268286.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -268286.468750 Penalty: 816.551880
	Iteration 40F: 3 clusters Score -268286.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -268287.437500 Penalty: 816.551880
	Iteration 41Q: 3 clusters Score -268287.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -268288.000000 Penalty: 816.551880
	Iteration 42Q: 3 clusters Score -268288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -268288.156250 Penalty: 816.551880
	Iteration 43Q: 3 clusters Score -268288.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 7501 members 
Entering Unmasked Estep 
Score: -268288.281250 Penalty: 816.551880
	Iteration 44Q: 3 clusters Score -268288.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -268289.062500 Penalty: 816.551880
	Iteration 45Q: 3 clusters Score -268289.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -268289.781250 Penalty: 816.551880
	Iteration 46Q: 3 clusters Score -268289.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -268291.125000 Penalty: 816.551880
	Iteration 47Q: 3 clusters Score -268291.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -268293.281250 Penalty: 816.551880
	Iteration 48Q: 3 clusters Score -268293.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -268296.250000 Penalty: 816.551880
	Iteration 49Q: 3 clusters Score -268296.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -268297.375000 Penalty: 816.551880
	Iteration 50Q: 3 clusters Score -268297.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -268297.781250 Penalty: 816.551880
	Iteration 51Q: 3 clusters Score -268297.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -268298.250000 Penalty: 816.551880
	Iteration 52Q: 3 clusters Score -268298.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -268299.375000 Penalty: 816.551880
	Iteration 53Q: 3 clusters Score -268299.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -268301.343750 Penalty: 816.551880
	Iteration 54Q: 3 clusters Score -268301.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -268303.468750 Penalty: 816.551880
	Iteration 55Q: 3 clusters Score -268303.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -268305.250000 Penalty: 816.551880
	Iteration 56Q: 3 clusters Score -268305.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -268307.968750 Penalty: 816.551880
	Iteration 57Q: 3 clusters Score -268308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -268310.281250 Penalty: 816.551880
	Iteration 58Q: 3 clusters Score -268310.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -268313.093750 Penalty: 816.551880
	Iteration 59Q: 3 clusters Score -268313.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -268314.125000 Penalty: 816.551880
	Iteration 60F: 3 clusters Score -268314.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -268315.562500 Penalty: 816.551880
	Iteration 61Q: 3 clusters Score -268315.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -268317.031250 Penalty: 816.551880
	Iteration 62Q: 3 clusters Score -268317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -268321.875000 Penalty: 816.551880
	Iteration 63Q: 3 clusters Score -268321.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -268327.312500 Penalty: 816.551880
	Iteration 64Q: 3 clusters Score -268327.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -268331.718750 Penalty: 816.551880
	Iteration 65Q: 3 clusters Score -268331.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -268333.343750 Penalty: 816.551880
	Iteration 66Q: 3 clusters Score -268333.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -268335.312500 Penalty: 816.551880
	Iteration 67Q: 3 clusters Score -268335.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -268336.375000 Penalty: 816.551880
	Iteration 68Q: 3 clusters Score -268336.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -268337.375000 Penalty: 816.551880
	Iteration 69Q: 3 clusters Score -268337.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -268337.843750 Penalty: 816.551880
	Iteration 70Q: 3 clusters Score -268337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -268338.125000 Penalty: 816.551880
	Iteration 71Q: 3 clusters Score -268338.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -268338.656250 Penalty: 816.551880
	Iteration 72Q: 3 clusters Score -268338.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -268338.656250 Penalty: 816.551880
	Iteration 73F: 3 clusters Score -268338.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 37445 members 
Mstep: Class 3 contains 4084 members 
Mstep: Class 5 contains 2167 members 
Mstep: Class 6 contains 1186 members 
Mstep: Class 7 contains 71834 members 
Mstep: Class 9 contains 26853 members 
Mstep: Class 10 contains 3770 members 
Mstep: Class 11 contains 160407 members 
Mstep: Class 12 contains 11380 members 
Mstep: Class 13 contains 1847 members 
Mstep: Class 15 contains 1408 members 
Mstep: Class 16 contains 6591 members 
Mstep: Class 17 contains 2460 members 
Mstep: Class 18 contains 1798 members 
Mstep: Class 20 contains 3226 members 
Mstep: Class 21 contains 108825 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 7888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15710106.000000 Penalty: 13180.710938
Iteration 39Q: 23 clusters Score -1.571011e+07 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 37582 members 
Mstep: Class 3 contains 4338 members 
Mstep: Class 4 contains 26251 members 
Mstep: Class 5 contains 2301 members 
Mstep: Class 6 contains 1182 members 
Mstep: Class 7 contains 72912 members 
Mstep: Class 8 contains 16074 members 
Mstep: Class 9 contains 25937 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 11 contains 160312 members 
Mstep: Class 12 contains 11440 members 
Mstep: Class 13 contains 1858 members 
Mstep: Class 14 contains 19304 members 
Mstep: Class 15 contains 1492 members 
Mstep: Class 16 contains 6667 members 
Mstep: Class 17 contains 2384 members 
Mstep: Class 18 contains 1775 members 
Mstep: Class 20 contains 3139 members 
Mstep: Class 21 contains 109882 members 
Mstep: Class 23 contains 4746 members 
Mstep: Class 24 contains 8049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15711834.000000 Penalty: 13180.710938
Iteration 40F: 23 clusters Score -1.571183e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 37692 members 
Mstep: Class 3 contains 4506 members 
Mstep: Class 4 contains 25122 members 
Mstep: Class 5 contains 2395 members 
Mstep: Class 6 contains 1174 members 
Mstep: Class 7 contains 73547 members 
Mstep: Class 8 contains 16239 members 
Mstep: Class 9 contains 24976 members 
Mstep: Class 10 contains 3889 members 
Mstep: Class 11 contains 159751 members 
Mstep: Class 12 contains 11498 members 
Mstep: Class 13 contains 1878 members 
Mstep: Class 14 contains 19642 members 
Mstep: Class 15 contains 1590 members 
Mstep: Class 16 contains 6727 members 
Mstep: Class 17 contains 2303 members 
Mstep: Class 18 contains 1755 members 
Mstep: Class 20 contains 3039 members 
Mstep: Class 21 contains 110661 members 
Mstep: Class 23 contains 4738 members 
Mstep: Class 24 contains 8292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15712754.000000 Penalty: 13180.710938
Iteration 41Q: 23 clusters Score -1.571275e+07 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 81 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 37840 members 
Mstep: Class 3 contains 4693 members 
Mstep: Class 4 contains 24034 members 
Mstep: Class 5 contains 2480 members 
Mstep: Class 6 contains 1166 members 
Mstep: Class 7 contains 73911 members 
Mstep: Class 8 contains 16465 members 
Mstep: Class 9 contains 24130 members 
Mstep: Class 10 contains 3924 members 
Mstep: Class 11 contains 159345 members 
Mstep: Class 12 contains 11554 members 
Mstep: Class 13 contains 1888 members 
Mstep: Class 14 contains 19933 members 
Mstep: Class 15 contains 1687 members 
Mstep: Class 16 contains 6833 members 
Mstep: Class 17 contains 2213 members 
Mstep: Class 18 contains 1738 members 
Mstep: Class 20 contains 2971 members 
Mstep: Class 21 contains 111365 members 
Mstep: Class 23 contains 4723 members 
Mstep: Class 24 contains 8489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15713560.000000 Penalty: 13180.710938
Iteration 42Q: 23 clusters Score -1.571356e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 38030 members 
Mstep: Class 3 contains 4886 members 
Mstep: Class 4 contains 23092 members 
Mstep: Class 5 contains 2568 members 
Mstep: Class 6 contains 1156 members 
Mstep: Class 7 contains 74095 members 
Mstep: Class 8 contains 16719 members 
Mstep: Class 9 contains 23337 members 
Mstep: Class 10 contains 3947 members 
Mstep: Class 11 contains 158970 members 
Mstep: Class 12 contains 11617 members 
Mstep: Class 13 contains 1891 members 
Mstep: Class 14 contains 20201 members 
Mstep: Class 15 contains 1768 members 
Mstep: Class 16 contains 6951 members 
Mstep: Class 17 contains 2125 members 
Mstep: Class 18 contains 1732 members 
Mstep: Class 20 contains 2892 members 
Mstep: Class 21 contains 111994 members 
Mstep: Class 23 contains 4704 members 
Mstep: Class 24 contains 8689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15714360.000000 Penalty: 13180.710938
Iteration 43Q: 23 clusters Score -1.571436e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 38193 members 
Mstep: Class 3 contains 5037 members 
Mstep: Class 4 contains 22210 members 
Mstep: Class 5 contains 2639 members 
Mstep: Class 6 contains 1142 members 
Mstep: Class 7 contains 74191 members 
Mstep: Class 8 contains 17013 members 
Mstep: Class 9 contains 22550 members 
Mstep: Class 10 contains 3973 members 
Mstep: Class 11 contains 158620 members 
Mstep: Class 12 contains 11646 members 
Mstep: Class 13 contains 1897 members 
Mstep: Class 14 contains 20452 members 
Mstep: Class 15 contains 1836 members 
Mstep: Class 16 contains 7128 members 
Mstep: Class 17 contains 2053 members 
Mstep: Class 18 contains 1734 members 
Mstep: Class 20 contains 2826 members 
Mstep: Class 21 contains 112630 members 
Mstep: Class 23 contains 4683 members 
Mstep: Class 24 contains 8907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15715225.000000 Penalty: 13180.710938
Iteration 44Q: 23 clusters Score -1.571522e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 38331 members 
Mstep: Class 3 contains 5180 members 
Mstep: Class 4 contains 21371 members 
Mstep: Class 5 contains 2698 members 
Mstep: Class 6 contains 1124 members 
Mstep: Class 7 contains 74247 members 
Mstep: Class 8 contains 17299 members 
Mstep: Class 9 contains 21716 members 
Mstep: Class 10 contains 4000 members 
Mstep: Class 11 contains 158304 members 
Mstep: Class 12 contains 11677 members 
Mstep: Class 13 contains 1902 members 
Mstep: Class 14 contains 20693 members 
Mstep: Class 15 contains 1896 members 
Mstep: Class 16 contains 7328 members 
Mstep: Class 17 contains 1983 members 
Mstep: Class 18 contains 1734 members 
Mstep: Class 20 contains 2752 members 
Mstep: Class 21 contains 113312 members 
Mstep: Class 23 contains 4665 members 
Mstep: Class 24 contains 9149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15715914.000000 Penalty: 13180.710938
Iteration 45Q: 23 clusters Score -1.571591e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 38482 members 
Mstep: Class 3 contains 5305 members 
Mstep: Class 4 contains 20572 members 
Mstep: Class 5 contains 2756 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 74119 members 
Mstep: Class 8 contains 17652 members 
Mstep: Class 9 contains 20883 members 
Mstep: Class 10 contains 4031 members 
Mstep: Class 11 contains 158054 members 
Mstep: Class 12 contains 11705 members 
Mstep: Class 13 contains 1908 members 
Mstep: Class 14 contains 20916 members 
Mstep: Class 15 contains 1943 members 
Mstep: Class 16 contains 7528 members 
Mstep: Class 17 contains 1911 members 
Mstep: Class 18 contains 1728 members 
Mstep: Class 20 contains 2687 members 
Mstep: Class 21 contains 113962 members 
Mstep: Class 23 contains 4659 members 
Mstep: Class 24 contains 9446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15716717.000000 Penalty: 13180.710938
Iteration 46Q: 23 clusters Score -1.571672e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 38682 members 
Mstep: Class 3 contains 5419 members 
Mstep: Class 4 contains 19839 members 
Mstep: Class 5 contains 2821 members 
Mstep: Class 6 contains 1111 members 
Mstep: Class 7 contains 73909 members 
Mstep: Class 8 contains 18022 members 
Mstep: Class 9 contains 20033 members 
Mstep: Class 10 contains 4046 members 
Mstep: Class 11 contains 157816 members 
Mstep: Class 12 contains 11730 members 
Mstep: Class 13 contains 1916 members 
Mstep: Class 14 contains 21108 members 
Mstep: Class 15 contains 1980 members 
Mstep: Class 16 contains 7736 members 
Mstep: Class 17 contains 1871 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 20 contains 2636 members 
Mstep: Class 21 contains 114563 members 
Mstep: Class 23 contains 4652 members 
Mstep: Class 24 contains 9766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15717542.000000 Penalty: 13180.710938
Iteration 47Q: 23 clusters Score -1.571754e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 38842 members 
Mstep: Class 3 contains 5522 members 
Mstep: Class 4 contains 19149 members 
Mstep: Class 5 contains 2855 members 
Mstep: Class 6 contains 1106 members 
Mstep: Class 7 contains 73679 members 
Mstep: Class 8 contains 18385 members 
Mstep: Class 9 contains 19206 members 
Mstep: Class 10 contains 4063 members 
Mstep: Class 11 contains 157620 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 1928 members 
Mstep: Class 14 contains 21287 members 
Mstep: Class 15 contains 2016 members 
Mstep: Class 16 contains 7927 members 
Mstep: Class 17 contains 1827 members 
Mstep: Class 18 contains 1697 members 
Mstep: Class 20 contains 2580 members 
Mstep: Class 21 contains 115160 members 
Mstep: Class 23 contains 4646 members 
Mstep: Class 24 contains 10115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15718259.000000 Penalty: 13180.710938
Iteration 48Q: 23 clusters Score -1.571826e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 39008 members 
Mstep: Class 3 contains 5609 members 
Mstep: Class 4 contains 18518 members 
Mstep: Class 5 contains 2888 members 
Mstep: Class 6 contains 1112 members 
Mstep: Class 7 contains 73433 members 
Mstep: Class 8 contains 18752 members 
Mstep: Class 9 contains 18452 members 
Mstep: Class 10 contains 4087 members 
Mstep: Class 11 contains 157426 members 
Mstep: Class 12 contains 11781 members 
Mstep: Class 13 contains 1934 members 
Mstep: Class 14 contains 21431 members 
Mstep: Class 15 contains 2046 members 
Mstep: Class 16 contains 8109 members 
Mstep: Class 17 contains 1778 members 
Mstep: Class 18 contains 1698 members 
Mstep: Class 20 contains 2524 members 
Mstep: Class 21 contains 115692 members 
Mstep: Class 23 contains 4641 members 
Mstep: Class 24 contains 10465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15718909.000000 Penalty: 13180.710938
Iteration 49Q: 23 clusters Score -1.571891e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 39165 members 
Mstep: Class 3 contains 5687 members 
Mstep: Class 4 contains 17910 members 
Mstep: Class 5 contains 2922 members 
Mstep: Class 6 contains 1116 members 
Mstep: Class 7 contains 73190 members 
Mstep: Class 8 contains 19103 members 
Mstep: Class 9 contains 17783 members 
Mstep: Class 10 contains 4098 members 
Mstep: Class 11 contains 157242 members 
Mstep: Class 12 contains 11794 members 
Mstep: Class 13 contains 1937 members 
Mstep: Class 14 contains 21589 members 
Mstep: Class 15 contains 2081 members 
Mstep: Class 16 contains 8278 members 
Mstep: Class 17 contains 1732 members 
Mstep: Class 18 contains 1695 members 
Mstep: Class 20 contains 2490 members 
Mstep: Class 21 contains 116159 members 
Mstep: Class 23 contains 4644 members 
Mstep: Class 24 contains 10786 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 50Q: 23 clusters Score -1.57195e+07 nChanged 2781
Entering Unmasked Mstep 
Mstep: Class 0 contains 82 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 39329 members 
Mstep: Class 3 contains 5752 members 
Mstep: Class 4 contains 17350 members 
Mstep: Class 5 contains 2969 members 
Mstep: Class 6 contains 1118 members 
Mstep: Class 7 contains 72912 members 
Mstep: Class 8 contains 19437 members 
Mstep: Class 9 contains 17240 members 
Mstep: Class 10 contains 4106 members 
Mstep: Class 11 contains 157078 members 
Mstep: Class 12 contains 11796 members 
Mstep: Class 13 contains 1945 members 
Mstep: Class 14 contains 21725 members 
Mstep: Class 15 contains 2112 members 
Mstep: Class 16 contains 8421 members 
Mstep: Class 17 contains 1699 members 
Mstep: Class 18 contains 1696 members 
Mstep: Class 20 contains 2442 members 
Mstep: Class 21 contains 116589 members 
Mstep: Class 23 contains 4646 members 
Mstep: Class 24 contains 11036 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 23 clusters Score -1.571997e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 39485 members 
Mstep: Class 3 contains 5814 members 
Mstep: Class 4 contains 16826 members 
Mstep: Class 5 contains 3025 members 
Mstep: Class 6 contains 1113 members 
Mstep: Class 7 contains 72617 members 
Mstep: Class 8 contains 19743 members 
Mstep: Class 9 contains 16720 members 
Mstep: Class 10 contains 4124 members 
Mstep: Class 11 contains 156918 members 
Mstep: Class 12 contains 11805 members 
Mstep: Class 13 contains 1957 members 
Mstep: Class 14 contains 21857 members 
Mstep: Class 15 contains 2153 members 
Mstep: Class 16 contains 8580 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 1703 members 
Mstep: Class 20 contains 2393 members 
Mstep: Class 21 contains 117013 members 
Mstep: Class 23 contains 4643 members 
Mstep: Class 24 contains 11230 members 
Entering Unmasked Estep 
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Iteration 52Q: 23 clusters Score -1.57204e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 39632 members 
Mstep: Class 3 contains 5885 members 
Mstep: Class 4 contains 16338 members 
Mstep: Class 5 contains 3096 members 
Mstep: Class 6 contains 1109 members 
Mstep: Class 7 contains 72327 members 
Mstep: Class 8 contains 20053 members 
Mstep: Class 9 contains 16269 members 
Mstep: Class 10 contains 4125 members 
Mstep: Class 11 contains 156760 members 
Mstep: Class 12 contains 11806 members 
Mstep: Class 13 contains 1968 members 
Mstep: Class 14 contains 21987 members 
Mstep: Class 15 contains 2193 members 
Mstep: Class 16 contains 8694 members 
Mstep: Class 17 contains 1663 members 
Mstep: Class 18 contains 1708 members 
Mstep: Class 20 contains 2354 members 
Mstep: Class 21 contains 117380 members 
Mstep: Class 23 contains 4638 members 
Mstep: Class 24 contains 11417 members 
Entering Unmasked Estep 
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Iteration 53Q: 23 clusters Score -1.572075e+07 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 39768 members 
Mstep: Class 3 contains 5947 members 
Mstep: Class 4 contains 15908 members 
Mstep: Class 5 contains 3168 members 
Mstep: Class 6 contains 1103 members 
Mstep: Class 7 contains 71989 members 
Mstep: Class 8 contains 20383 members 
Mstep: Class 9 contains 15878 members 
Mstep: Class 10 contains 4132 members 
Mstep: Class 11 contains 156614 members 
Mstep: Class 12 contains 11798 members 
Mstep: Class 13 contains 1968 members 
Mstep: Class 14 contains 22105 members 
Mstep: Class 15 contains 2229 members 
Mstep: Class 16 contains 8797 members 
Mstep: Class 17 contains 1651 members 
Mstep: Class 18 contains 1713 members 
Mstep: Class 20 contains 2318 members 
Mstep: Class 21 contains 117741 members 
Mstep: Class 23 contains 4638 members 
Mstep: Class 24 contains 11566 members 
Entering Unmasked Estep 
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Iteration 54Q: 23 clusters Score -1.572101e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 39942 members 
Mstep: Class 3 contains 6016 members 
Mstep: Class 4 contains 15525 members 
Mstep: Class 5 contains 3237 members 
Mstep: Class 6 contains 1101 members 
Mstep: Class 7 contains 71627 members 
Mstep: Class 8 contains 20691 members 
Mstep: Class 9 contains 15552 members 
Mstep: Class 10 contains 4137 members 
Mstep: Class 11 contains 156457 members 
Mstep: Class 12 contains 11800 members 
Mstep: Class 13 contains 1969 members 
Mstep: Class 14 contains 22231 members 
Mstep: Class 15 contains 2268 members 
Mstep: Class 16 contains 8882 members 
Mstep: Class 17 contains 1641 members 
Mstep: Class 18 contains 1713 members 
Mstep: Class 20 contains 2281 members 
Mstep: Class 21 contains 118025 members 
Mstep: Class 23 contains 4639 members 
Mstep: Class 24 contains 11679 members 
Entering Unmasked Estep 
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Iteration 55Q: 23 clusters Score -1.572128e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 40092 members 
Mstep: Class 3 contains 6079 members 
Mstep: Class 4 contains 15128 members 
Mstep: Class 5 contains 3295 members 
Mstep: Class 6 contains 1093 members 
Mstep: Class 7 contains 71268 members 
Mstep: Class 8 contains 21003 members 
Mstep: Class 9 contains 15311 members 
Mstep: Class 10 contains 4138 members 
Mstep: Class 11 contains 156333 members 
Mstep: Class 12 contains 11810 members 
Mstep: Class 13 contains 1967 members 
Mstep: Class 14 contains 22355 members 
Mstep: Class 15 contains 2299 members 
Mstep: Class 16 contains 8960 members 
Mstep: Class 17 contains 1628 members 
Mstep: Class 18 contains 1710 members 
Mstep: Class 20 contains 2251 members 
Mstep: Class 21 contains 118298 members 
Mstep: Class 23 contains 4636 members 
Mstep: Class 24 contains 11767 members 
Entering Unmasked Estep 
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Iteration 56Q: 23 clusters Score -1.572153e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 85 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 40244 members 
Mstep: Class 3 contains 6129 members 
Mstep: Class 4 contains 14777 members 
Mstep: Class 5 contains 3329 members 
Mstep: Class 6 contains 1090 members 
Mstep: Class 7 contains 70938 members 
Mstep: Class 8 contains 21276 members 
Mstep: Class 9 contains 15139 members 
Mstep: Class 10 contains 4142 members 
Mstep: Class 11 contains 156217 members 
Mstep: Class 12 contains 11819 members 
Mstep: Class 13 contains 1977 members 
Mstep: Class 14 contains 22465 members 
Mstep: Class 15 contains 2330 members 
Mstep: Class 16 contains 9023 members 
Mstep: Class 17 contains 1608 members 
Mstep: Class 18 contains 1709 members 
Mstep: Class 20 contains 2231 members 
Mstep: Class 21 contains 118519 members 
Mstep: Class 23 contains 4644 members 
Mstep: Class 24 contains 11829 members 
Entering Unmasked Estep 
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Iteration 57Q: 23 clusters Score -1.57217e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 40418 members 
Mstep: Class 3 contains 6168 members 
Mstep: Class 4 contains 14476 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 1085 members 
Mstep: Class 7 contains 70594 members 
Mstep: Class 8 contains 21554 members 
Mstep: Class 9 contains 14938 members 
Mstep: Class 10 contains 4139 members 
Mstep: Class 11 contains 156100 members 
Mstep: Class 12 contains 11835 members 
Mstep: Class 13 contains 1990 members 
Mstep: Class 14 contains 22581 members 
Mstep: Class 15 contains 2367 members 
Mstep: Class 16 contains 9086 members 
Mstep: Class 17 contains 1586 members 
Mstep: Class 18 contains 1697 members 
Mstep: Class 20 contains 2211 members 
Mstep: Class 21 contains 118726 members 
Mstep: Class 23 contains 4643 members 
Mstep: Class 24 contains 11879 members 
Entering Unmasked Estep 
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Iteration 58Q: 23 clusters Score -1.572185e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 40587 members 
Mstep: Class 3 contains 6221 members 
Mstep: Class 4 contains 14172 members 
Mstep: Class 5 contains 3412 members 
Mstep: Class 6 contains 1082 members 
Mstep: Class 7 contains 70203 members 
Mstep: Class 8 contains 21867 members 
Mstep: Class 9 contains 14754 members 
Mstep: Class 10 contains 4135 members 
Mstep: Class 11 contains 155994 members 
Mstep: Class 12 contains 11847 members 
Mstep: Class 13 contains 1996 members 
Mstep: Class 14 contains 22694 members 
Mstep: Class 15 contains 2393 members 
Mstep: Class 16 contains 9142 members 
Mstep: Class 17 contains 1571 members 
Mstep: Class 18 contains 1682 members 
Mstep: Class 20 contains 2195 members 
Mstep: Class 21 contains 118931 members 
Mstep: Class 23 contains 4638 members 
Mstep: Class 24 contains 11943 members 
Entering Unmasked Estep 
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Iteration 59Q: 23 clusters Score -1.572204e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 40746 members 
Mstep: Class 3 contains 6258 members 
Mstep: Class 4 contains 13925 members 
Mstep: Class 5 contains 3454 members 
Mstep: Class 6 contains 1078 members 
Mstep: Class 7 contains 69828 members 
Mstep: Class 8 contains 22153 members 
Mstep: Class 9 contains 14608 members 
Mstep: Class 10 contains 4129 members 
Mstep: Class 11 contains 155902 members 
Mstep: Class 12 contains 11873 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 22797 members 
Mstep: Class 15 contains 2410 members 
Mstep: Class 16 contains 9181 members 
Mstep: Class 17 contains 1563 members 
Mstep: Class 18 contains 1672 members 
Mstep: Class 20 contains 2172 members 
Mstep: Class 21 contains 119126 members 
Mstep: Class 23 contains 4632 members 
Mstep: Class 24 contains 11971 members 
Entering Unmasked Estep 
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Iteration 60F: 23 clusters Score -1.572228e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 40924 members 
Mstep: Class 3 contains 6296 members 
Mstep: Class 4 contains 13638 members 
Mstep: Class 5 contains 3518 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 69465 members 
Mstep: Class 8 contains 22446 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 4130 members 
Mstep: Class 11 contains 155820 members 
Mstep: Class 12 contains 11885 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 22875 members 
Mstep: Class 15 contains 2431 members 
Mstep: Class 16 contains 9266 members 
Mstep: Class 17 contains 1551 members 
Mstep: Class 18 contains 1669 members 
Mstep: Class 20 contains 2135 members 
Mstep: Class 21 contains 119294 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 12024 members 
Entering Unmasked Estep 
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Iteration 61Q: 23 clusters Score -1.572241e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 41125 members 
Mstep: Class 3 contains 6330 members 
Mstep: Class 4 contains 13370 members 
Mstep: Class 5 contains 3553 members 
Mstep: Class 6 contains 1077 members 
Mstep: Class 7 contains 69157 members 
Mstep: Class 8 contains 22700 members 
Mstep: Class 9 contains 14290 members 
Mstep: Class 10 contains 4128 members 
Mstep: Class 11 contains 155736 members 
Mstep: Class 12 contains 11887 members 
Mstep: Class 13 contains 2000 members 
Mstep: Class 14 contains 22962 members 
Mstep: Class 15 contains 2437 members 
Mstep: Class 16 contains 9322 members 
Mstep: Class 17 contains 1544 members 
Mstep: Class 18 contains 1660 members 
Mstep: Class 20 contains 2103 members 
Mstep: Class 21 contains 119432 members 
Mstep: Class 23 contains 4628 members 
Mstep: Class 24 contains 12064 members 
Entering Unmasked Estep 
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Iteration 62Q: 23 clusters Score -1.572266e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 41351 members 
Mstep: Class 3 contains 6366 members 
Mstep: Class 4 contains 13104 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 1075 members 
Mstep: Class 7 contains 68848 members 
Mstep: Class 8 contains 22951 members 
Mstep: Class 9 contains 14205 members 
Mstep: Class 10 contains 4121 members 
Mstep: Class 11 contains 155638 members 
Mstep: Class 12 contains 11895 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 23036 members 
Mstep: Class 15 contains 2454 members 
Mstep: Class 16 contains 9356 members 
Mstep: Class 17 contains 1536 members 
Mstep: Class 18 contains 1655 members 
Mstep: Class 20 contains 2077 members 
Mstep: Class 21 contains 119534 members 
Mstep: Class 23 contains 4630 members 
Mstep: Class 24 contains 12085 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 23 clusters Score -1.57229e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 41566 members 
Mstep: Class 3 contains 6393 members 
Mstep: Class 4 contains 12856 members 
Mstep: Class 5 contains 3634 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 68570 members 
Mstep: Class 8 contains 23180 members 
Mstep: Class 9 contains 14142 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 155550 members 
Mstep: Class 12 contains 11894 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 23092 members 
Mstep: Class 15 contains 2466 members 
Mstep: Class 16 contains 9385 members 
Mstep: Class 17 contains 1524 members 
Mstep: Class 18 contains 1656 members 
Mstep: Class 20 contains 2053 members 
Mstep: Class 21 contains 119670 members 
Mstep: Class 23 contains 4634 members 
Mstep: Class 24 contains 12076 members 
Entering Unmasked Estep 
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Iteration 64Q: 23 clusters Score -1.572307e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 41786 members 
Mstep: Class 3 contains 6431 members 
Mstep: Class 4 contains 12647 members 
Mstep: Class 5 contains 3678 members 
Mstep: Class 6 contains 1068 members 
Mstep: Class 7 contains 68227 members 
Mstep: Class 8 contains 23431 members 
Mstep: Class 9 contains 14094 members 
Mstep: Class 10 contains 4109 members 
Mstep: Class 11 contains 155474 members 
Mstep: Class 12 contains 11884 members 
Mstep: Class 13 contains 1999 members 
Mstep: Class 14 contains 23153 members 
Mstep: Class 15 contains 2485 members 
Mstep: Class 16 contains 9390 members 
Mstep: Class 17 contains 1516 members 
Mstep: Class 18 contains 1653 members 
Mstep: Class 20 contains 2031 members 
Mstep: Class 21 contains 119786 members 
Mstep: Class 23 contains 4633 members 
Mstep: Class 24 contains 12068 members 
Entering Unmasked Estep 
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Iteration 65Q: 23 clusters Score -1.572338e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 87 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 41965 members 
Mstep: Class 3 contains 6454 members 
Mstep: Class 4 contains 12450 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 1066 members 
Mstep: Class 7 contains 67908 members 
Mstep: Class 8 contains 23659 members 
Mstep: Class 9 contains 14066 members 
Mstep: Class 10 contains 4104 members 
Mstep: Class 11 contains 155408 members 
Mstep: Class 12 contains 11876 members 
Mstep: Class 13 contains 1995 members 
Mstep: Class 14 contains 23218 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 9405 members 
Mstep: Class 17 contains 1503 members 
Mstep: Class 18 contains 1644 members 
Mstep: Class 20 contains 2012 members 
Mstep: Class 21 contains 119905 members 
Mstep: Class 23 contains 4637 members 
Mstep: Class 24 contains 12064 members 
Entering Unmasked Estep 
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Iteration 66Q: 23 clusters Score -1.572358e+07 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 42160 members 
Mstep: Class 3 contains 6485 members 
Mstep: Class 4 contains 12277 members 
Mstep: Class 5 contains 3775 members 
Mstep: Class 6 contains 1063 members 
Mstep: Class 7 contains 67633 members 
Mstep: Class 8 contains 23874 members 
Mstep: Class 9 contains 14053 members 
Mstep: Class 10 contains 4103 members 
Mstep: Class 11 contains 155345 members 
Mstep: Class 12 contains 11849 members 
Mstep: Class 13 contains 1997 members 
Mstep: Class 14 contains 23268 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 9385 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 20 contains 1982 members 
Mstep: Class 21 contains 120007 members 
Mstep: Class 23 contains 4642 members 
Mstep: Class 24 contains 12051 members 
Entering Unmasked Estep 
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Iteration 67Q: 23 clusters Score -1.572369e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 88 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 42356 members 
Mstep: Class 3 contains 6521 members 
Mstep: Class 4 contains 12120 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 1055 members 
Mstep: Class 7 contains 67358 members 
Mstep: Class 8 contains 24111 members 
Mstep: Class 9 contains 14051 members 
Mstep: Class 10 contains 4099 members 
Mstep: Class 11 contains 155266 members 
Mstep: Class 12 contains 11821 members 
Mstep: Class 13 contains 1996 members 
Mstep: Class 14 contains 23303 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 9353 members 
Mstep: Class 17 contains 1481 members 
Mstep: Class 18 contains 1634 members 
Mstep: Class 20 contains 1964 members 
Mstep: Class 21 contains 120073 members 
Mstep: Class 23 contains 4651 members 
Mstep: Class 24 contains 12048 members 
Entering Unmasked Estep 
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Iteration 68Q: 23 clusters Score -1.572372e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 42557 members 
Mstep: Class 3 contains 6577 members 
Mstep: Class 4 contains 11976 members 
Mstep: Class 5 contains 3859 members 
Mstep: Class 6 contains 1052 members 
Mstep: Class 7 contains 67032 members 
Mstep: Class 8 contains 24368 members 
Mstep: Class 9 contains 14047 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 155180 members 
Mstep: Class 12 contains 11804 members 
Mstep: Class 13 contains 1996 members 
Mstep: Class 14 contains 23344 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 9316 members 
Mstep: Class 17 contains 1468 members 
Mstep: Class 18 contains 1635 members 
Mstep: Class 20 contains 1940 members 
Mstep: Class 21 contains 120144 members 
Mstep: Class 23 contains 4657 members 
Mstep: Class 24 contains 12041 members 
Entering Unmasked Estep 
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Iteration 69Q: 23 clusters Score -1.57239e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 42757 members 
Mstep: Class 3 contains 6639 members 
Mstep: Class 4 contains 11856 members 
Mstep: Class 5 contains 3898 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 66688 members 
Mstep: Class 8 contains 24641 members 
Mstep: Class 9 contains 14010 members 
Mstep: Class 10 contains 4088 members 
Mstep: Class 11 contains 155096 members 
Mstep: Class 12 contains 11773 members 
Mstep: Class 13 contains 1996 members 
Mstep: Class 14 contains 23379 members 
Mstep: Class 15 contains 2537 members 
Mstep: Class 16 contains 9290 members 
Mstep: Class 17 contains 1446 members 
Mstep: Class 18 contains 1638 members 
Mstep: Class 20 contains 1908 members 
Mstep: Class 21 contains 120218 members 
Mstep: Class 23 contains 4670 members 
Mstep: Class 24 contains 12039 members 
Entering Unmasked Estep 
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Iteration 70Q: 23 clusters Score -1.572404e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 42934 members 
Mstep: Class 3 contains 6688 members 
Mstep: Class 4 contains 11764 members 
Mstep: Class 5 contains 3928 members 
Mstep: Class 6 contains 1045 members 
Mstep: Class 7 contains 66345 members 
Mstep: Class 8 contains 24913 members 
Mstep: Class 9 contains 13972 members 
Mstep: Class 10 contains 4085 members 
Mstep: Class 11 contains 155011 members 
Mstep: Class 12 contains 11748 members 
Mstep: Class 13 contains 1997 members 
Mstep: Class 14 contains 23422 members 
Mstep: Class 15 contains 2553 members 
Mstep: Class 16 contains 9262 members 
Mstep: Class 17 contains 1432 members 
Mstep: Class 18 contains 1636 members 
Mstep: Class 20 contains 1881 members 
Mstep: Class 21 contains 120293 members 
Mstep: Class 23 contains 4680 members 
Mstep: Class 24 contains 12026 members 
Entering Unmasked Estep 
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Iteration 71Q: 23 clusters Score -1.572413e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 43108 members 
Mstep: Class 3 contains 6738 members 
Mstep: Class 4 contains 11670 members 
Mstep: Class 5 contains 3953 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 66019 members 
Mstep: Class 8 contains 25191 members 
Mstep: Class 9 contains 13934 members 
Mstep: Class 10 contains 4078 members 
Mstep: Class 11 contains 154935 members 
Mstep: Class 12 contains 11732 members 
Mstep: Class 13 contains 2001 members 
Mstep: Class 14 contains 23465 members 
Mstep: Class 15 contains 2563 members 
Mstep: Class 16 contains 9233 members 
Mstep: Class 17 contains 1420 members 
Mstep: Class 18 contains 1631 members 
Mstep: Class 20 contains 1856 members 
Mstep: Class 21 contains 120375 members 
Mstep: Class 23 contains 4672 members 
Mstep: Class 24 contains 12012 members 
Entering Unmasked Estep 
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Iteration 72Q: 23 clusters Score -1.572421e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 43245 members 
Mstep: Class 3 contains 6789 members 
Mstep: Class 4 contains 11578 members 
Mstep: Class 5 contains 3981 members 
Mstep: Class 6 contains 1036 members 
Mstep: Class 7 contains 65723 members 
Mstep: Class 8 contains 25456 members 
Mstep: Class 9 contains 13914 members 
Mstep: Class 10 contains 4075 members 
Mstep: Class 11 contains 154871 members 
Mstep: Class 12 contains 11713 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 23512 members 
Mstep: Class 15 contains 2577 members 
Mstep: Class 16 contains 9206 members 
Mstep: Class 17 contains 1416 members 
Mstep: Class 18 contains 1625 members 
Mstep: Class 20 contains 1828 members 
Mstep: Class 21 contains 120456 members 
Mstep: Class 23 contains 4666 members 
Mstep: Class 24 contains 11990 members 
Entering Unmasked Estep 
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Iteration 73Q: 23 clusters Score -1.572436e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 43382 members 
Mstep: Class 3 contains 6835 members 
Mstep: Class 4 contains 11510 members 
Mstep: Class 5 contains 4003 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 65445 members 
Mstep: Class 8 contains 25690 members 
Mstep: Class 9 contains 13913 members 
Mstep: Class 10 contains 4073 members 
Mstep: Class 11 contains 154798 members 
Mstep: Class 12 contains 11703 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 23552 members 
Mstep: Class 15 contains 2587 members 
Mstep: Class 16 contains 9174 members 
Mstep: Class 17 contains 1413 members 
Mstep: Class 18 contains 1626 members 
Mstep: Class 20 contains 1789 members 
Mstep: Class 21 contains 120521 members 
Mstep: Class 23 contains 4667 members 
Mstep: Class 24 contains 11964 members 
Entering Unmasked Estep 
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Iteration 74Q: 23 clusters Score -1.572452e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 43508 members 
Mstep: Class 3 contains 6886 members 
Mstep: Class 4 contains 11450 members 
Mstep: Class 5 contains 4018 members 
Mstep: Class 6 contains 1036 members 
Mstep: Class 7 contains 65161 members 
Mstep: Class 8 contains 25927 members 
Mstep: Class 9 contains 13908 members 
Mstep: Class 10 contains 4070 members 
Mstep: Class 11 contains 154724 members 
Mstep: Class 12 contains 11688 members 
Mstep: Class 13 contains 2011 members 
Mstep: Class 14 contains 23589 members 
Mstep: Class 15 contains 2598 members 
Mstep: Class 16 contains 9130 members 
Mstep: Class 17 contains 1419 members 
Mstep: Class 18 contains 1623 members 
Mstep: Class 20 contains 1755 members 
Mstep: Class 21 contains 120594 members 
Mstep: Class 23 contains 4666 members 
Mstep: Class 24 contains 11942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724623.000000 Penalty: 13180.710938
Iteration 75Q: 23 clusters Score -1.572462e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 43626 members 
Mstep: Class 3 contains 6935 members 
Mstep: Class 4 contains 11397 members 
Mstep: Class 5 contains 4033 members 
Mstep: Class 6 contains 1034 members 
Mstep: Class 7 contains 64876 members 
Mstep: Class 8 contains 26168 members 
Mstep: Class 9 contains 13901 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 154634 members 
Mstep: Class 12 contains 11675 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 23633 members 
Mstep: Class 15 contains 2613 members 
Mstep: Class 16 contains 9088 members 
Mstep: Class 17 contains 1433 members 
Mstep: Class 18 contains 1620 members 
Mstep: Class 20 contains 1716 members 
Mstep: Class 21 contains 120667 members 
Mstep: Class 23 contains 4664 members 
Mstep: Class 24 contains 11922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724719.000000 Penalty: 13180.710938
Iteration 76Q: 23 clusters Score -1.572472e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 43742 members 
Mstep: Class 3 contains 6979 members 
Mstep: Class 4 contains 11368 members 
Mstep: Class 5 contains 4043 members 
Mstep: Class 6 contains 1035 members 
Mstep: Class 7 contains 64590 members 
Mstep: Class 8 contains 26427 members 
Mstep: Class 9 contains 13896 members 
Mstep: Class 10 contains 4068 members 
Mstep: Class 11 contains 154553 members 
Mstep: Class 12 contains 11653 members 
Mstep: Class 13 contains 2008 members 
Mstep: Class 14 contains 23676 members 
Mstep: Class 15 contains 2627 members 
Mstep: Class 16 contains 9038 members 
Mstep: Class 17 contains 1441 members 
Mstep: Class 18 contains 1619 members 
Mstep: Class 20 contains 1670 members 
Mstep: Class 21 contains 120726 members 
Mstep: Class 23 contains 4663 members 
Mstep: Class 24 contains 11909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724836.000000 Penalty: 13180.710938
Iteration 77Q: 23 clusters Score -1.572484e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 43843 members 
Mstep: Class 3 contains 7008 members 
Mstep: Class 4 contains 11342 members 
Mstep: Class 5 contains 4059 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 64329 members 
Mstep: Class 8 contains 26661 members 
Mstep: Class 9 contains 13895 members 
Mstep: Class 10 contains 4066 members 
Mstep: Class 11 contains 154458 members 
Mstep: Class 12 contains 11627 members 
Mstep: Class 13 contains 2006 members 
Mstep: Class 14 contains 23716 members 
Mstep: Class 15 contains 2639 members 
Mstep: Class 16 contains 8990 members 
Mstep: Class 17 contains 1463 members 
Mstep: Class 18 contains 1620 members 
Mstep: Class 20 contains 1635 members 
Mstep: Class 21 contains 120792 members 
Mstep: Class 23 contains 4664 members 
Mstep: Class 24 contains 11894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15724849.000000 Penalty: 13180.710938
Iteration 78Q: 23 clusters Score -1.572485e+07 nChanged 928
Entering ConstructFrom: 
Score: -15724849.000000 Penalty: 13180.710938
Entering ConstructFrom: 
Trying to split cluster 1 (1273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Entering Unmasked Estep 
Score: -47230.707031 Penalty: 325.285492
	Iteration 0F: 2 clusters Score -47230.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -46247.984375 Penalty: 650.570984
	Iteration 0F: 3 clusters Score -46247.98 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -46565.464844 Penalty: 650.570984
	Iteration 1F: 3 clusters Score -46565.46 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -46609.011719 Penalty: 650.570984
	Iteration 2F: 3 clusters Score -46609.01 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -46640.539062 Penalty: 650.570984
	Iteration 3Q: 3 clusters Score -46640.54 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -46672.132812 Penalty: 650.570984
	Iteration 4Q: 3 clusters Score -46672.13 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -46692.453125 Penalty: 650.570984
	Iteration 5Q: 3 clusters Score -46692.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -46714.035156 Penalty: 650.570984
	Iteration 6Q: 3 clusters Score -46714.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -46724.953125 Penalty: 650.570984
	Iteration 7Q: 3 clusters Score -46724.95 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -46735.175781 Penalty: 650.570984
	Iteration 8Q: 3 clusters Score -46735.18 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -46749.234375 Penalty: 650.570984
	Iteration 9Q: 3 clusters Score -46749.23 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -46766.335938 Penalty: 650.570984
	Iteration 10Q: 3 clusters Score -46766.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -46783.136719 Penalty: 650.570984
	Iteration 11Q: 3 clusters Score -46783.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -46798.609375 Penalty: 650.570984
	Iteration 12Q: 3 clusters Score -46798.61 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -46817.835938 Penalty: 650.570984
	Iteration 13Q: 3 clusters Score -46817.84 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -46830.273438 Penalty: 650.570984
	Iteration 14Q: 3 clusters Score -46830.27 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -46838.425781 Penalty: 650.570984
	Iteration 15Q: 3 clusters Score -46838.43 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -46843.316406 Penalty: 650.570984
	Iteration 16Q: 3 clusters Score -46843.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -46849.226562 Penalty: 650.570984
	Iteration 17Q: 3 clusters Score -46849.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -46853.511719 Penalty: 650.570984
	Iteration 18Q: 3 clusters Score -46853.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -46858.437500 Penalty: 650.570984
	Iteration 19Q: 3 clusters Score -46858.44 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -46865.628906 Penalty: 650.570984
	Iteration 20F: 3 clusters Score -46865.63 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -46875.242188 Penalty: 650.570984
	Iteration 21Q: 3 clusters Score -46875.24 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -46882.921875 Penalty: 650.570984
	Iteration 22Q: 3 clusters Score -46882.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -46893.605469 Penalty: 650.570984
	Iteration 23Q: 3 clusters Score -46893.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -46896.906250 Penalty: 650.570984
	Iteration 24Q: 3 clusters Score -46896.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -46898.773438 Penalty: 650.570984
	Iteration 25Q: 3 clusters Score -46898.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -46901.210938 Penalty: 650.570984
	Iteration 26Q: 3 clusters Score -46901.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -46903.179688 Penalty: 650.570984
	Iteration 27Q: 3 clusters Score -46903.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -46905.335938 Penalty: 650.570984
	Iteration 28Q: 3 clusters Score -46905.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -46906.667969 Penalty: 650.570984
	Iteration 29Q: 3 clusters Score -46906.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -46907.132812 Penalty: 650.570984
	Iteration 30Q: 3 clusters Score -46907.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -46907.132812 Penalty: 650.570984
	Iteration 31F: 3 clusters Score -46907.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (43948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43948 members 
Entering Unmasked Estep 
Score: -1368393.375000 Penalty: 486.429688
	Iteration 0F: 2 clusters Score -1368393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -1339206.125000 Penalty: 972.859375
	Iteration 0F: 3 clusters Score -1339206 nChanged 21171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -1353499.750000 Penalty: 972.859375
	Iteration 1F: 3 clusters Score -1353500 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14989 members 
Mstep: Class 2 contains 28959 members 
Entering Unmasked Estep 
Score: -1355000.500000 Penalty: 972.859375
	Iteration 2F: 3 clusters Score -1355000 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 31531 members 
Entering Unmasked Estep 
Score: -1357063.500000 Penalty: 972.859375
	Iteration 3F: 3 clusters Score -1357064 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -1359585.000000 Penalty: 972.859375
	Iteration 4F: 3 clusters Score -1359585 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 37092 members 
Entering Unmasked Estep 
Score: -1362292.125000 Penalty: 972.859375
	Iteration 5F: 3 clusters Score -1362292 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
Score: -1364528.000000 Penalty: 972.859375
	Iteration 6F: 3 clusters Score -1364528 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 40779 members 
Entering Unmasked Estep 
Score: -1365902.250000 Penalty: 972.859375
	Iteration 7Q: 3 clusters Score -1365902 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 41679 members 
Entering Unmasked Estep 
Score: -1366702.875000 Penalty: 972.859375
	Iteration 8Q: 3 clusters Score -1366703 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -1367169.000000 Penalty: 972.859375
	Iteration 9Q: 3 clusters Score -1367169 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -1367440.125000 Penalty: 972.859375
	Iteration 10Q: 3 clusters Score -1367440 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -1367642.625000 Penalty: 972.859375
	Iteration 11Q: 3 clusters Score -1367643 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 43040 members 
Entering Unmasked Estep 
Score: -1367778.000000 Penalty: 972.859375
	Iteration 12Q: 3 clusters Score -1367778 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 43172 members 
Entering Unmasked Estep 
Score: -1367866.375000 Penalty: 972.859375
	Iteration 13Q: 3 clusters Score -1367866 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -1367918.375000 Penalty: 972.859375
	Iteration 14Q: 3 clusters Score -1367918 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 43327 members 
Entering Unmasked Estep 
Score: -1367948.500000 Penalty: 972.859375
	Iteration 15Q: 3 clusters Score -1367948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 43374 members 
Entering Unmasked Estep 
Score: -1367965.750000 Penalty: 972.859375
	Iteration 16Q: 3 clusters Score -1367966 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -1367980.750000 Penalty: 972.859375
	Iteration 17Q: 3 clusters Score -1367981 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 43443 members 
Entering Unmasked Estep 
Score: -1368001.000000 Penalty: 972.859375
	Iteration 18Q: 3 clusters Score -1368001 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -1368008.250000 Penalty: 972.859375
	Iteration 19Q: 3 clusters Score -1368008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -1368010.875000 Penalty: 972.859375
	Iteration 20F: 3 clusters Score -1368011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -1368020.750000 Penalty: 972.859375
	Iteration 21Q: 3 clusters Score -1368021 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -1368030.000000 Penalty: 972.859375
	Iteration 22Q: 3 clusters Score -1368030 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -1368032.500000 Penalty: 972.859375
	Iteration 23Q: 3 clusters Score -1368032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -1368039.250000 Penalty: 972.859375
	Iteration 24Q: 3 clusters Score -1368039 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -1368043.125000 Penalty: 972.859375
	Iteration 25Q: 3 clusters Score -1368043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -1368046.625000 Penalty: 972.859375
	Iteration 26Q: 3 clusters Score -1368047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -1368047.875000 Penalty: 972.859375
	Iteration 27Q: 3 clusters Score -1368048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -1368050.125000 Penalty: 972.859375
	Iteration 28Q: 3 clusters Score -1368050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 43578 members 
Entering Unmasked Estep 
Score: -1368051.375000 Penalty: 972.859375
	Iteration 29Q: 3 clusters Score -1368051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -1368052.750000 Penalty: 972.859375
	Iteration 30Q: 3 clusters Score -1368053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -1368052.500000 Penalty: 972.859375
	Iteration 31Q: 3 clusters Score -1368052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -1368052.500000 Penalty: 972.859375
	Iteration 32F: 3 clusters Score -1368052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Entering Unmasked Estep 
Score: -215408.812500 Penalty: 403.068726
	Iteration 0F: 2 clusters Score -215408.8 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 3594 members 
Entering Unmasked Estep 
Score: -210726.453125 Penalty: 806.137451
	Iteration 0F: 3 clusters Score -210726.5 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -212663.453125 Penalty: 806.137451
	Iteration 1F: 3 clusters Score -212663.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -213102.468750 Penalty: 806.137451
	Iteration 2F: 3 clusters Score -213102.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -213572.156250 Penalty: 806.137451
	Iteration 3F: 3 clusters Score -213572.2 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -214060.187500 Penalty: 806.137451
	Iteration 4F: 3 clusters Score -214060.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -214422.203125 Penalty: 806.137451
	Iteration 5F: 3 clusters Score -214422.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -214711.187500 Penalty: 806.137451
	Iteration 6Q: 3 clusters Score -214711.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -214946.718750 Penalty: 806.137451
	Iteration 7Q: 3 clusters Score -214946.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -215090.437500 Penalty: 806.137451
	Iteration 8Q: 3 clusters Score -215090.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -215171.453125 Penalty: 806.137451
	Iteration 9Q: 3 clusters Score -215171.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -215230.656250 Penalty: 806.137451
	Iteration 10Q: 3 clusters Score -215230.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -215268.406250 Penalty: 806.137451
	Iteration 11Q: 3 clusters Score -215268.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -215290.843750 Penalty: 806.137451
	Iteration 12Q: 3 clusters Score -215290.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -215309.687500 Penalty: 806.137451
	Iteration 13Q: 3 clusters Score -215309.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -215325.703125 Penalty: 806.137451
	Iteration 14Q: 3 clusters Score -215325.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -215338.687500 Penalty: 806.137451
	Iteration 15Q: 3 clusters Score -215338.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -215345.906250 Penalty: 806.137451
	Iteration 16Q: 3 clusters Score -215345.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -215357.390625 Penalty: 806.137451
	Iteration 17Q: 3 clusters Score -215357.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -215364.875000 Penalty: 806.137451
	Iteration 18Q: 3 clusters Score -215364.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -215372.718750 Penalty: 806.137451
	Iteration 19Q: 3 clusters Score -215372.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -215380.406250 Penalty: 806.137451
	Iteration 20F: 3 clusters Score -215380.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -215386.609375 Penalty: 806.137451
	Iteration 21Q: 3 clusters Score -215386.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -215389.921875 Penalty: 806.137451
	Iteration 22Q: 3 clusters Score -215389.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -215394.671875 Penalty: 806.137451
	Iteration 23Q: 3 clusters Score -215394.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -215396.890625 Penalty: 806.137451
	Iteration 24Q: 3 clusters Score -215396.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -215398.265625 Penalty: 806.137451
	Iteration 25Q: 3 clusters Score -215398.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -215398.296875 Penalty: 806.137451
	Iteration 26Q: 3 clusters Score -215398.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -215398.312500 Penalty: 806.137451
	Iteration 27Q: 3 clusters Score -215398.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -215398.656250 Penalty: 806.137451
	Iteration 28Q: 3 clusters Score -215398.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 6372 members 
Entering Unmasked Estep 
Score: -215398.656250 Penalty: 806.137451
	Iteration 29F: 3 clusters Score -215398.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Entering Unmasked Estep 
Score: -324697.781250 Penalty: 424.768097
	Iteration 0F: 2 clusters Score -324697.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -317302.062500 Penalty: 849.536194
	Iteration 0F: 3 clusters Score -317302.1 nChanged 5194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -320594.562500 Penalty: 849.536194
	Iteration 1F: 3 clusters Score -320594.6 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -320933.843750 Penalty: 849.536194
	Iteration 2F: 3 clusters Score -320933.8 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -321248.031250 Penalty: 849.536194
	Iteration 3F: 3 clusters Score -321248 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -321607.531250 Penalty: 849.536194
	Iteration 4F: 3 clusters Score -321607.5 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -321985.062500 Penalty: 849.536194
	Iteration 5F: 3 clusters Score -321985.1 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -322348.781250 Penalty: 849.536194
	Iteration 6F: 3 clusters Score -322348.8 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -322636.156250 Penalty: 849.536194
	Iteration 7Q: 3 clusters Score -322636.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -322808.906250 Penalty: 849.536194
	Iteration 8Q: 3 clusters Score -322808.9 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -322885.187500 Penalty: 849.536194
	Iteration 9Q: 3 clusters Score -322885.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -322928.687500 Penalty: 849.536194
	Iteration 10Q: 3 clusters Score -322928.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -322972.312500 Penalty: 849.536194
	Iteration 11Q: 3 clusters Score -322972.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -323019.031250 Penalty: 849.536194
	Iteration 12Q: 3 clusters Score -323019 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -323075.718750 Penalty: 849.536194
	Iteration 13Q: 3 clusters Score -323075.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -323140.906250 Penalty: 849.536194
	Iteration 14Q: 3 clusters Score -323140.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -323224.343750 Penalty: 849.536194
	Iteration 15Q: 3 clusters Score -323224.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -323335.187500 Penalty: 849.536194
	Iteration 16Q: 3 clusters Score -323335.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -323481.218750 Penalty: 849.536194
	Iteration 17Q: 3 clusters Score -323481.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -323618.437500 Penalty: 849.536194
	Iteration 18Q: 3 clusters Score -323618.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -323708.687500 Penalty: 849.536194
	Iteration 19Q: 3 clusters Score -323708.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -323775.750000 Penalty: 849.536194
	Iteration 20F: 3 clusters Score -323775.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -323823.218750 Penalty: 849.536194
	Iteration 21Q: 3 clusters Score -323823.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -323849.093750 Penalty: 849.536194
	Iteration 22Q: 3 clusters Score -323849.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -323862.656250 Penalty: 849.536194
	Iteration 23Q: 3 clusters Score -323862.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -323869.500000 Penalty: 849.536194
	Iteration 24Q: 3 clusters Score -323869.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -323874.218750 Penalty: 849.536194
	Iteration 25Q: 3 clusters Score -323874.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -323876.718750 Penalty: 849.536194
	Iteration 26Q: 3 clusters Score -323876.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 8446 members 
Entering Unmasked Estep 
Score: -323880.093750 Penalty: 849.536194
	Iteration 27Q: 3 clusters Score -323880.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -323883.843750 Penalty: 849.536194
	Iteration 28Q: 3 clusters Score -323883.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -323888.187500 Penalty: 849.536194
	Iteration 29Q: 3 clusters Score -323888.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -323894.156250 Penalty: 849.536194
	Iteration 30Q: 3 clusters Score -323894.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -323898.312500 Penalty: 849.536194
	Iteration 31Q: 3 clusters Score -323898.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -323902.343750 Penalty: 849.536194
	Iteration 32Q: 3 clusters Score -323902.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -323906.000000 Penalty: 849.536194
	Iteration 33Q: 3 clusters Score -323906 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -323909.343750 Penalty: 849.536194
	Iteration 34Q: 3 clusters Score -323909.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -323913.093750 Penalty: 849.536194
	Iteration 35Q: 3 clusters Score -323913.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -323916.656250 Penalty: 849.536194
	Iteration 36Q: 3 clusters Score -323916.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -323919.156250 Penalty: 849.536194
	Iteration 37Q: 3 clusters Score -323919.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -323920.375000 Penalty: 849.536194
	Iteration 38Q: 3 clusters Score -323920.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -323921.250000 Penalty: 849.536194
	Iteration 39Q: 3 clusters Score -323921.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -323922.343750 Penalty: 849.536194
	Iteration 40F: 3 clusters Score -323922.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -323923.781250 Penalty: 849.536194
	Iteration 41Q: 3 clusters Score -323923.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -323924.562500 Penalty: 849.536194
	Iteration 42Q: 3 clusters Score -323924.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -323924.187500 Penalty: 849.536194
	Iteration 43Q: 3 clusters Score -323924.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -323925.843750 Penalty: 849.536194
	Iteration 44Q: 3 clusters Score -323925.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -323926.625000 Penalty: 849.536194
	Iteration 45Q: 3 clusters Score -323926.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -323927.781250 Penalty: 849.536194
	Iteration 46Q: 3 clusters Score -323927.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -323928.562500 Penalty: 849.536194
	Iteration 47Q: 3 clusters Score -323928.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -323929.562500 Penalty: 849.536194
	Iteration 48Q: 3 clusters Score -323929.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -323929.281250 Penalty: 849.536194
	Iteration 49Q: 3 clusters Score -323929.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -323929.000000 Penalty: 849.536194
	Iteration 50Q: 3 clusters Score -323929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -323928.906250 Penalty: 849.536194
	Iteration 51Q: 3 clusters Score -323928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -323928.687500 Penalty: 849.536194
	Iteration 52Q: 3 clusters Score -323928.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -323928.250000 Penalty: 849.536194
	Iteration 53Q: 3 clusters Score -323928.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -323929.687500 Penalty: 849.536194
	Iteration 54Q: 3 clusters Score -323929.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -323929.687500 Penalty: 849.536194
	Iteration 55Q: 3 clusters Score -323929.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -323929.875000 Penalty: 849.536194
	Iteration 56Q: 3 clusters Score -323929.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -323930.343750 Penalty: 849.536194
	Iteration 57Q: 3 clusters Score -323930.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -323931.375000 Penalty: 849.536194
	Iteration 58Q: 3 clusters Score -323931.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -323931.000000 Penalty: 849.536194
	Iteration 59Q: 3 clusters Score -323931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 8176 members 
Entering Unmasked Estep 
Score: -323931.156250 Penalty: 849.536194
	Iteration 60F: 3 clusters Score -323931.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (4071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Entering Unmasked Estep 
Score: -138004.531250 Penalty: 378.179779
	Iteration 0F: 2 clusters Score -138004.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -135193.328125 Penalty: 756.359558
	Iteration 0F: 3 clusters Score -135193.3 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -136138.343750 Penalty: 756.359558
	Iteration 1F: 3 clusters Score -136138.3 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -136218.609375 Penalty: 756.359558
	Iteration 2F: 3 clusters Score -136218.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -136283.781250 Penalty: 756.359558
	Iteration 3Q: 3 clusters Score -136283.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -136334.453125 Penalty: 756.359558
	Iteration 4Q: 3 clusters Score -136334.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -136376.359375 Penalty: 756.359558
	Iteration 5Q: 3 clusters Score -136376.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -136426.437500 Penalty: 756.359558
	Iteration 6Q: 3 clusters Score -136426.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -136488.296875 Penalty: 756.359558
	Iteration 7Q: 3 clusters Score -136488.3 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -136577.140625 Penalty: 756.359558
	Iteration 8Q: 3 clusters Score -136577.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -136727.593750 Penalty: 756.359558
	Iteration 9Q: 3 clusters Score -136727.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -136880.156250 Penalty: 756.359558
	Iteration 10F: 3 clusters Score -136880.2 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -137010.359375 Penalty: 756.359558
	Iteration 11Q: 3 clusters Score -137010.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -137096.078125 Penalty: 756.359558
	Iteration 12Q: 3 clusters Score -137096.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -137168.765625 Penalty: 756.359558
	Iteration 13Q: 3 clusters Score -137168.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -137230.078125 Penalty: 756.359558
	Iteration 14Q: 3 clusters Score -137230.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -137276.156250 Penalty: 756.359558
	Iteration 15Q: 3 clusters Score -137276.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -137318.343750 Penalty: 756.359558
	Iteration 16Q: 3 clusters Score -137318.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -137363.734375 Penalty: 756.359558
	Iteration 17Q: 3 clusters Score -137363.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -137407.734375 Penalty: 756.359558
	Iteration 18Q: 3 clusters Score -137407.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -137447.437500 Penalty: 756.359558
	Iteration 19Q: 3 clusters Score -137447.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -137490.687500 Penalty: 756.359558
	Iteration 20F: 3 clusters Score -137490.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -137529.625000 Penalty: 756.359558
	Iteration 21Q: 3 clusters Score -137529.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -137550.515625 Penalty: 756.359558
	Iteration 22Q: 3 clusters Score -137550.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -137562.265625 Penalty: 756.359558
	Iteration 23Q: 3 clusters Score -137562.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -137572.015625 Penalty: 756.359558
	Iteration 24Q: 3 clusters Score -137572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -137578.890625 Penalty: 756.359558
	Iteration 25Q: 3 clusters Score -137578.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -137587.078125 Penalty: 756.359558
	Iteration 26Q: 3 clusters Score -137587.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -137598.281250 Penalty: 756.359558
	Iteration 27Q: 3 clusters Score -137598.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -137614.171875 Penalty: 756.359558
	Iteration 28Q: 3 clusters Score -137614.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -137624.828125 Penalty: 756.359558
	Iteration 29Q: 3 clusters Score -137624.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -137631.984375 Penalty: 756.359558
	Iteration 30Q: 3 clusters Score -137632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -137635.359375 Penalty: 756.359558
	Iteration 31Q: 3 clusters Score -137635.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -137639.609375 Penalty: 756.359558
	Iteration 32Q: 3 clusters Score -137639.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -137646.906250 Penalty: 756.359558
	Iteration 33Q: 3 clusters Score -137646.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -137650.250000 Penalty: 756.359558
	Iteration 34Q: 3 clusters Score -137650.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -137653.406250 Penalty: 756.359558
	Iteration 35Q: 3 clusters Score -137653.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -137656.218750 Penalty: 756.359558
	Iteration 36Q: 3 clusters Score -137656.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -137660.687500 Penalty: 756.359558
	Iteration 37Q: 3 clusters Score -137660.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -137667.890625 Penalty: 756.359558
	Iteration 38Q: 3 clusters Score -137667.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -137674.671875 Penalty: 756.359558
	Iteration 39Q: 3 clusters Score -137674.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -137678.578125 Penalty: 756.359558
	Iteration 40F: 3 clusters Score -137678.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -137683.390625 Penalty: 756.359558
	Iteration 41Q: 3 clusters Score -137683.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -137684.375000 Penalty: 756.359558
	Iteration 42Q: 3 clusters Score -137684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -137684.734375 Penalty: 756.359558
	Iteration 43Q: 3 clusters Score -137684.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -137686.828125 Penalty: 756.359558
	Iteration 44Q: 3 clusters Score -137686.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -137689.453125 Penalty: 756.359558
	Iteration 45Q: 3 clusters Score -137689.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -137691.750000 Penalty: 756.359558
	Iteration 46Q: 3 clusters Score -137691.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -137694.531250 Penalty: 756.359558
	Iteration 47Q: 3 clusters Score -137694.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -137695.187500 Penalty: 756.359558
	Iteration 48Q: 3 clusters Score -137695.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -137695.328125 Penalty: 756.359558
	Iteration 49Q: 3 clusters Score -137695.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -137695.328125 Penalty: 756.359558
	Iteration 50F: 3 clusters Score -137695.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Entering Unmasked Estep 
Score: -32149.724609 Penalty: 315.647797
	Iteration 0F: 2 clusters Score -32149.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -31333.849609 Penalty: 631.295593
	Iteration 0F: 3 clusters Score -31333.85 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -31544.187500 Penalty: 631.295593
	Iteration 1F: 3 clusters Score -31544.19 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -31585.214844 Penalty: 631.295593
	Iteration 2F: 3 clusters Score -31585.21 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -31614.855469 Penalty: 631.295593
	Iteration 3Q: 3 clusters Score -31614.86 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -31636.556641 Penalty: 631.295593
	Iteration 4Q: 3 clusters Score -31636.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -31653.306641 Penalty: 631.295593
	Iteration 5Q: 3 clusters Score -31653.31 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -31667.992188 Penalty: 631.295593
	Iteration 6Q: 3 clusters Score -31667.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -31679.728516 Penalty: 631.295593
	Iteration 7Q: 3 clusters Score -31679.73 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -31700.792969 Penalty: 631.295593
	Iteration 8Q: 3 clusters Score -31700.79 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -31730.335938 Penalty: 631.295593
	Iteration 9Q: 3 clusters Score -31730.34 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -31755.595703 Penalty: 631.295593
	Iteration 10Q: 3 clusters Score -31755.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -31771.646484 Penalty: 631.295593
	Iteration 11Q: 3 clusters Score -31771.65 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -31788.691406 Penalty: 631.295593
	Iteration 12Q: 3 clusters Score -31788.69 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -31805.292969 Penalty: 631.295593
	Iteration 13Q: 3 clusters Score -31805.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -31819.044922 Penalty: 631.295593
	Iteration 14Q: 3 clusters Score -31819.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -31827.048828 Penalty: 631.295593
	Iteration 15Q: 3 clusters Score -31827.05 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -31836.523438 Penalty: 631.295593
	Iteration 16Q: 3 clusters Score -31836.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -31842.351562 Penalty: 631.295593
	Iteration 17Q: 3 clusters Score -31842.35 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -31848.351562 Penalty: 631.295593
	Iteration 18Q: 3 clusters Score -31848.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -31850.945312 Penalty: 631.295593
	Iteration 19Q: 3 clusters Score -31850.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -31851.759766 Penalty: 631.295593
	Iteration 20F: 3 clusters Score -31851.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -31852.884766 Penalty: 631.295593
	Iteration 21Q: 3 clusters Score -31852.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -31853.279297 Penalty: 631.295593
	Iteration 22Q: 3 clusters Score -31853.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -31856.447266 Penalty: 631.295593
	Iteration 23Q: 3 clusters Score -31856.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -31858.029297 Penalty: 631.295593
	Iteration 24Q: 3 clusters Score -31858.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31859.412109 Penalty: 631.295593
	Iteration 25Q: 3 clusters Score -31859.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -31859.681641 Penalty: 631.295593
	Iteration 26Q: 3 clusters Score -31859.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -31859.833984 Penalty: 631.295593
	Iteration 27Q: 3 clusters Score -31859.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31860.126953 Penalty: 631.295593
	Iteration 28Q: 3 clusters Score -31860.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -31860.126953 Penalty: 631.295593
	Iteration 29F: 3 clusters Score -31860.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (64088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64088 members 
Entering Unmasked Estep 
Score: -1932765.875000 Penalty: 503.594543
	Iteration 0F: 2 clusters Score -1932766 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 32030 members 
Entering Unmasked Estep 
Score: -1889325.625000 Penalty: 1007.189087
	Iteration 0F: 3 clusters Score -1889326 nChanged 31450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32220 members 
Mstep: Class 2 contains 31868 members 
Entering Unmasked Estep 
Score: -1908311.750000 Penalty: 1007.189087
	Iteration 1F: 3 clusters Score -1908312 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 31475 members 
Entering Unmasked Estep 
Score: -1909797.750000 Penalty: 1007.189087
	Iteration 2F: 3 clusters Score -1909798 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -1911990.750000 Penalty: 1007.189087
	Iteration 3F: 3 clusters Score -1911991 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34812 members 
Mstep: Class 2 contains 29276 members 
Entering Unmasked Estep 
Score: -1914860.000000 Penalty: 1007.189087
	Iteration 4F: 3 clusters Score -1914860 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 27749 members 
Entering Unmasked Estep 
Score: -1917870.000000 Penalty: 1007.189087
	Iteration 5F: 3 clusters Score -1917870 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -1920219.625000 Penalty: 1007.189087
	Iteration 6F: 3 clusters Score -1920220 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38413 members 
Mstep: Class 2 contains 25675 members 
Entering Unmasked Estep 
Score: -1921802.375000 Penalty: 1007.189087
	Iteration 7Q: 3 clusters Score -1921802 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39128 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -1922760.125000 Penalty: 1007.189087
	Iteration 8Q: 3 clusters Score -1922760 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39858 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -1923360.625000 Penalty: 1007.189087
	Iteration 9Q: 3 clusters Score -1923361 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 23394 members 
Entering Unmasked Estep 
Score: -1923744.750000 Penalty: 1007.189087
	Iteration 10Q: 3 clusters Score -1923745 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -1924041.875000 Penalty: 1007.189087
	Iteration 11Q: 3 clusters Score -1924042 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42618 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -1924301.250000 Penalty: 1007.189087
	Iteration 12Q: 3 clusters Score -1924301 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43642 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -1924587.875000 Penalty: 1007.189087
	Iteration 13Q: 3 clusters Score -1924588 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -1924885.375000 Penalty: 1007.189087
	Iteration 14Q: 3 clusters Score -1924885 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45786 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -1925182.125000 Penalty: 1007.189087
	Iteration 15Q: 3 clusters Score -1925182 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46904 members 
Mstep: Class 2 contains 17184 members 
Entering Unmasked Estep 
Score: -1925501.250000 Penalty: 1007.189087
	Iteration 16Q: 3 clusters Score -1925501 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48071 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -1925878.000000 Penalty: 1007.189087
	Iteration 17Q: 3 clusters Score -1925878 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49267 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -1926271.250000 Penalty: 1007.189087
	Iteration 18Q: 3 clusters Score -1926271 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50493 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1926693.875000 Penalty: 1007.189087
	Iteration 19Q: 3 clusters Score -1926694 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -1927190.500000 Penalty: 1007.189087
	Iteration 20F: 3 clusters Score -1927190 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1927699.750000 Penalty: 1007.189087
	Iteration 21Q: 3 clusters Score -1927700 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -1928245.625000 Penalty: 1007.189087
	Iteration 22Q: 3 clusters Score -1928246 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55543 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1928803.750000 Penalty: 1007.189087
	Iteration 23Q: 3 clusters Score -1928804 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56662 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1929320.875000 Penalty: 1007.189087
	Iteration 24Q: 3 clusters Score -1929321 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57760 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1929867.625000 Penalty: 1007.189087
	Iteration 25Q: 3 clusters Score -1929868 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58783 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1930396.625000 Penalty: 1007.189087
	Iteration 26Q: 3 clusters Score -1930397 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59669 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1930865.000000 Penalty: 1007.189087
	Iteration 27Q: 3 clusters Score -1930865 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1931263.750000 Penalty: 1007.189087
	Iteration 28Q: 3 clusters Score -1931264 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61028 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1931578.000000 Penalty: 1007.189087
	Iteration 29Q: 3 clusters Score -1931578 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61571 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1931857.375000 Penalty: 1007.189087
	Iteration 30Q: 3 clusters Score -1931857 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62019 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1932114.875000 Penalty: 1007.189087
	Iteration 31Q: 3 clusters Score -1932115 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62414 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1932339.875000 Penalty: 1007.189087
	Iteration 32Q: 3 clusters Score -1932340 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62718 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1932519.000000 Penalty: 1007.189087
	Iteration 33Q: 3 clusters Score -1932519 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62962 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1932672.000000 Penalty: 1007.189087
	Iteration 34Q: 3 clusters Score -1932672 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63139 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1932777.375000 Penalty: 1007.189087
	Iteration 35Q: 3 clusters Score -1932777 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63273 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1932855.750000 Penalty: 1007.189087
	Iteration 36Q: 3 clusters Score -1932856 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63373 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1932913.375000 Penalty: 1007.189087
	Iteration 37Q: 3 clusters Score -1932913 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63447 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -1932956.750000 Penalty: 1007.189087
	Iteration 38Q: 3 clusters Score -1932957 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63509 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1932989.250000 Penalty: 1007.189087
	Iteration 39Q: 3 clusters Score -1932989 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63561 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -1933026.000000 Penalty: 1007.189087
	Iteration 40F: 3 clusters Score -1933026 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63579 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1933042.125000 Penalty: 1007.189087
	Iteration 41Q: 3 clusters Score -1933042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63603 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -1933066.000000 Penalty: 1007.189087
	Iteration 42Q: 3 clusters Score -1933066 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1933079.500000 Penalty: 1007.189087
	Iteration 43Q: 3 clusters Score -1933080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63629 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1933084.000000 Penalty: 1007.189087
	Iteration 44Q: 3 clusters Score -1933084 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63630 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1933089.750000 Penalty: 1007.189087
	Iteration 45Q: 3 clusters Score -1933090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1933089.500000 Penalty: 1007.189087
	Iteration 46Q: 3 clusters Score -1933090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63631 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1933097.875000 Penalty: 1007.189087
	Iteration 47Q: 3 clusters Score -1933098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1933104.500000 Penalty: 1007.189087
	Iteration 48Q: 3 clusters Score -1933104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63632 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1933104.375000 Penalty: 1007.189087
	Iteration 49Q: 3 clusters Score -1933104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63625 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1933104.125000 Penalty: 1007.189087
	Iteration 50Q: 3 clusters Score -1933104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63617 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1933104.750000 Penalty: 1007.189087
	Iteration 51Q: 3 clusters Score -1933105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1933110.000000 Penalty: 1007.189087
	Iteration 52Q: 3 clusters Score -1933110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1933108.750000 Penalty: 1007.189087
	Iteration 53Q: 3 clusters Score -1933109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63614 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1933106.625000 Penalty: 1007.189087
	Iteration 54Q: 3 clusters Score -1933107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1933111.750000 Penalty: 1007.189087
	Iteration 55Q: 3 clusters Score -1933112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63616 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1933109.625000 Penalty: 1007.189087
	Iteration 56Q: 3 clusters Score -1933110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -1933110.250000 Penalty: 1007.189087
	Iteration 57Q: 3 clusters Score -1933110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1933111.875000 Penalty: 1007.189087
	Iteration 58Q: 3 clusters Score -1933112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1933111.125000 Penalty: 1007.189087
	Iteration 59Q: 3 clusters Score -1933111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63612 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1933111.125000 Penalty: 1007.189087
	Iteration 60F: 3 clusters Score -1933111 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 43948 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 4071 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 63612 members 
Mstep: Class 8 contains 26879 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 154379 members 
Mstep: Class 12 contains 11597 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 23749 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 8935 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 1586 members 
Mstep: Class 21 contains 120869 members 
Mstep: Class 23 contains 4668 members 
Mstep: Class 24 contains 11869 members 
Entering Unmasked Estep 
Score: -15725044.000000 Penalty: 13779.833984
Splitting cluster 7 changes total score from -15724849.000000 to -15725044.000000
So it's getting split into cluster 19.
Entering ConstructFrom: 
Trying to split cluster 8 (26879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Entering Unmasked Estep 
Score: -881925.562500 Penalty: 464.059082
	Iteration 0F: 2 clusters Score -881925.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -863856.125000 Penalty: 928.118164
	Iteration 0F: 3 clusters Score -863856.1 nChanged 12944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -871406.125000 Penalty: 928.118164
	Iteration 1F: 3 clusters Score -871406.1 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -871908.375000 Penalty: 928.118164
	Iteration 2Q: 3 clusters Score -871908.4 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -872672.375000 Penalty: 928.118164
	Iteration 3F: 3 clusters Score -872672.4 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -873914.187500 Penalty: 928.118164
	Iteration 4F: 3 clusters Score -873914.2 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -875617.375000 Penalty: 928.118164
	Iteration 5F: 3 clusters Score -875617.4 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -877289.250000 Penalty: 928.118164
	Iteration 6F: 3 clusters Score -877289.2 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -878604.750000 Penalty: 928.118164
	Iteration 7F: 3 clusters Score -878604.8 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23352 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -879526.000000 Penalty: 928.118164
	Iteration 8Q: 3 clusters Score -879526 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24221 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -880178.312500 Penalty: 928.118164
	Iteration 9Q: 3 clusters Score -880178.3 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -880663.187500 Penalty: 928.118164
	Iteration 10Q: 3 clusters Score -880663.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25452 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -881068.437500 Penalty: 928.118164
	Iteration 11Q: 3 clusters Score -881068.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -881387.375000 Penalty: 928.118164
	Iteration 12Q: 3 clusters Score -881387.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26052 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -881599.125000 Penalty: 928.118164
	Iteration 13Q: 3 clusters Score -881599.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26176 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -881733.375000 Penalty: 928.118164
	Iteration 14Q: 3 clusters Score -881733.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -881797.750000 Penalty: 928.118164
	Iteration 15Q: 3 clusters Score -881797.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -881825.250000 Penalty: 928.118164
	Iteration 16Q: 3 clusters Score -881825.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -881840.750000 Penalty: 928.118164
	Iteration 17Q: 3 clusters Score -881840.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -881845.750000 Penalty: 928.118164
	Iteration 18Q: 3 clusters Score -881845.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -881848.375000 Penalty: 928.118164
	Iteration 19Q: 3 clusters Score -881848.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -881850.062500 Penalty: 928.118164
	Iteration 20F: 3 clusters Score -881850.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -881855.625000 Penalty: 928.118164
	Iteration 21Q: 3 clusters Score -881855.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26385 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -881859.375000 Penalty: 928.118164
	Iteration 22Q: 3 clusters Score -881859.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -881862.000000 Penalty: 928.118164
	Iteration 23Q: 3 clusters Score -881862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -881865.062500 Penalty: 928.118164
	Iteration 24Q: 3 clusters Score -881865.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -881865.375000 Penalty: 928.118164
	Iteration 25Q: 3 clusters Score -881865.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -881865.625000 Penalty: 928.118164
	Iteration 26Q: 3 clusters Score -881865.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -881867.750000 Penalty: 928.118164
	Iteration 27Q: 3 clusters Score -881867.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26408 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -881867.312500 Penalty: 928.118164
	Iteration 28Q: 3 clusters Score -881867.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -881869.312500 Penalty: 928.118164
	Iteration 29Q: 3 clusters Score -881869.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -881869.312500 Penalty: 928.118164
	Iteration 30F: 3 clusters Score -881869.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Entering Unmasked Estep 
Score: -449376.968750 Penalty: 433.984985
	Iteration 0F: 2 clusters Score -449377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -440134.500000 Penalty: 867.969971
	Iteration 0F: 3 clusters Score -440134.5 nChanged 6480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -443886.625000 Penalty: 867.969971
	Iteration 1F: 3 clusters Score -443886.6 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -444360.750000 Penalty: 867.969971
	Iteration 2F: 3 clusters Score -444360.8 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -445008.781250 Penalty: 867.969971
	Iteration 3F: 3 clusters Score -445008.8 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -445933.281250 Penalty: 867.969971
	Iteration 4F: 3 clusters Score -445933.3 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -447015.156250 Penalty: 867.969971
	Iteration 5F: 3 clusters Score -447015.2 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -447948.625000 Penalty: 867.969971
	Iteration 6F: 3 clusters Score -447948.6 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -448522.843750 Penalty: 867.969971
	Iteration 7Q: 3 clusters Score -448522.8 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -448812.125000 Penalty: 867.969971
	Iteration 8Q: 3 clusters Score -448812.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -448923.312500 Penalty: 867.969971
	Iteration 9Q: 3 clusters Score -448923.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 13815 members 
Entering Unmasked Estep 
Score: -448975.875000 Penalty: 867.969971
	Iteration 10Q: 3 clusters Score -448975.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -448994.468750 Penalty: 867.969971
	Iteration 11Q: 3 clusters Score -448994.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -449007.468750 Penalty: 867.969971
	Iteration 12Q: 3 clusters Score -449007.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -449009.593750 Penalty: 867.969971
	Iteration 13Q: 3 clusters Score -449009.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -449009.593750 Penalty: 867.969971
	Iteration 14F: 3 clusters Score -449009.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Entering Unmasked Estep 
Score: -126087.921875 Penalty: 378.190979
	Iteration 0F: 2 clusters Score -126087.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -123352.757812 Penalty: 756.381958
	Iteration 0F: 3 clusters Score -123352.8 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -124557.148438 Penalty: 756.381958
	Iteration 1F: 3 clusters Score -124557.1 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -124714.570312 Penalty: 756.381958
	Iteration 2F: 3 clusters Score -124714.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -124900.039062 Penalty: 756.381958
	Iteration 3F: 3 clusters Score -124900 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -125081.726562 Penalty: 756.381958
	Iteration 4F: 3 clusters Score -125081.7 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -125233.640625 Penalty: 756.381958
	Iteration 5Q: 3 clusters Score -125233.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -125363.031250 Penalty: 756.381958
	Iteration 6Q: 3 clusters Score -125363 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -125461.796875 Penalty: 756.381958
	Iteration 7Q: 3 clusters Score -125461.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -125535.625000 Penalty: 756.381958
	Iteration 8Q: 3 clusters Score -125535.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -125599.382812 Penalty: 756.381958
	Iteration 9Q: 3 clusters Score -125599.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -125648.492188 Penalty: 756.381958
	Iteration 10Q: 3 clusters Score -125648.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -125684.765625 Penalty: 756.381958
	Iteration 11Q: 3 clusters Score -125684.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -125717.968750 Penalty: 756.381958
	Iteration 12Q: 3 clusters Score -125718 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -125733.367188 Penalty: 756.381958
	Iteration 13Q: 3 clusters Score -125733.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -125744.398438 Penalty: 756.381958
	Iteration 14Q: 3 clusters Score -125744.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -125751.820312 Penalty: 756.381958
	Iteration 15Q: 3 clusters Score -125751.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -125756.164062 Penalty: 756.381958
	Iteration 16Q: 3 clusters Score -125756.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -125758.726562 Penalty: 756.381958
	Iteration 17Q: 3 clusters Score -125758.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -125761.921875 Penalty: 756.381958
	Iteration 18Q: 3 clusters Score -125761.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -125763.375000 Penalty: 756.381958
	Iteration 19Q: 3 clusters Score -125763.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -125764.250000 Penalty: 756.381958
	Iteration 20F: 3 clusters Score -125764.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -125766.125000 Penalty: 756.381958
	Iteration 21Q: 3 clusters Score -125766.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -125767.406250 Penalty: 756.381958
	Iteration 22Q: 3 clusters Score -125767.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -125768.804688 Penalty: 756.381958
	Iteration 23Q: 3 clusters Score -125768.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -125770.671875 Penalty: 756.381958
	Iteration 24Q: 3 clusters Score -125770.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -125772.453125 Penalty: 756.381958
	Iteration 25Q: 3 clusters Score -125772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -125774.234375 Penalty: 756.381958
	Iteration 26Q: 3 clusters Score -125774.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125775.812500 Penalty: 756.381958
	Iteration 27Q: 3 clusters Score -125775.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -125776.531250 Penalty: 756.381958
	Iteration 28Q: 3 clusters Score -125776.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -125777.945312 Penalty: 756.381958
	Iteration 29Q: 3 clusters Score -125777.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -125778.328125 Penalty: 756.381958
	Iteration 30Q: 3 clusters Score -125778.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -125778.312500 Penalty: 756.381958
	Iteration 31Q: 3 clusters Score -125778.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -125778.312500 Penalty: 756.381958
	Iteration 32F: 3 clusters Score -125778.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (154379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154379 members 
Entering Unmasked Estep 
Score: -5103684.000000 Penalty: 543.596008
	Iteration 0F: 2 clusters Score -5103684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77044 members 
Mstep: Class 2 contains 77335 members 
Entering Unmasked Estep 
Score: -4998799.500000 Penalty: 1087.192017
	Iteration 0F: 3 clusters Score -4998800 nChanged 75970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70282 members 
Mstep: Class 2 contains 84097 members 
Entering Unmasked Estep 
Score: -5043812.500000 Penalty: 1087.192017
	Iteration 1F: 3 clusters Score -5043812 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65218 members 
Mstep: Class 2 contains 89161 members 
Entering Unmasked Estep 
Score: -5046039.000000 Penalty: 1087.192017
	Iteration 2Q: 3 clusters Score -5046039 nChanged 9228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56896 members 
Mstep: Class 2 contains 97483 members 
Entering Unmasked Estep 
Score: -5050683.000000 Penalty: 1087.192017
	Iteration 3F: 3 clusters Score -5050683 nChanged 12501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 109484 members 
Entering Unmasked Estep 
Score: -5059590.000000 Penalty: 1087.192017
	Iteration 4F: 3 clusters Score -5059590 nChanged 14993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 124225 members 
Entering Unmasked Estep 
Score: -5073176.000000 Penalty: 1087.192017
	Iteration 5F: 3 clusters Score -5073176 nChanged 13914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 138031 members 
Entering Unmasked Estep 
Score: -5087514.000000 Penalty: 1087.192017
	Iteration 6F: 3 clusters Score -5087514 nChanged 9150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 147139 members 
Entering Unmasked Estep 
Score: -5096909.000000 Penalty: 1087.192017
	Iteration 7F: 3 clusters Score -5096909 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 151447 members 
Entering Unmasked Estep 
Score: -5101038.500000 Penalty: 1087.192017
	Iteration 8Q: 3 clusters Score -5101038 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 153193 members 
Entering Unmasked Estep 
Score: -5102592.500000 Penalty: 1087.192017
	Iteration 9Q: 3 clusters Score -5102592 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 153817 members 
Entering Unmasked Estep 
Score: -5103127.500000 Penalty: 1087.192017
	Iteration 10Q: 3 clusters Score -5103128 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 154032 members 
Entering Unmasked Estep 
Score: -5103323.500000 Penalty: 1087.192017
	Iteration 11Q: 3 clusters Score -5103324 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 154081 members 
Entering Unmasked Estep 
Score: -5103419.500000 Penalty: 1087.192017
	Iteration 12Q: 3 clusters Score -5103420 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 154079 members 
Entering Unmasked Estep 
Score: -5103475.000000 Penalty: 1087.192017
	Iteration 13Q: 3 clusters Score -5103475 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 154063 members 
Entering Unmasked Estep 
Score: -5103537.500000 Penalty: 1087.192017
	Iteration 14Q: 3 clusters Score -5103538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 154039 members 
Entering Unmasked Estep 
Score: -5103574.000000 Penalty: 1087.192017
	Iteration 15Q: 3 clusters Score -5103574 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 154024 members 
Entering Unmasked Estep 
Score: -5103588.500000 Penalty: 1087.192017
	Iteration 16Q: 3 clusters Score -5103588 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 154005 members 
Entering Unmasked Estep 
Score: -5103613.500000 Penalty: 1087.192017
	Iteration 17Q: 3 clusters Score -5103614 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 153977 members 
Entering Unmasked Estep 
Score: -5103653.000000 Penalty: 1087.192017
	Iteration 18Q: 3 clusters Score -5103653 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 153945 members 
Entering Unmasked Estep 
Score: -5103687.000000 Penalty: 1087.192017
	Iteration 19Q: 3 clusters Score -5103687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 153915 members 
Entering Unmasked Estep 
Score: -5103714.500000 Penalty: 1087.192017
	Iteration 20F: 3 clusters Score -5103714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 153877 members 
Entering Unmasked Estep 
Score: -5103738.500000 Penalty: 1087.192017
	Iteration 21Q: 3 clusters Score -5103738 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 153835 members 
Entering Unmasked Estep 
Score: -5103777.500000 Penalty: 1087.192017
	Iteration 22Q: 3 clusters Score -5103778 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 153789 members 
Entering Unmasked Estep 
Score: -5103795.500000 Penalty: 1087.192017
	Iteration 23Q: 3 clusters Score -5103796 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 153752 members 
Entering Unmasked Estep 
Score: -5103820.500000 Penalty: 1087.192017
	Iteration 24Q: 3 clusters Score -5103820 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 153719 members 
Entering Unmasked Estep 
Score: -5103834.000000 Penalty: 1087.192017
	Iteration 25Q: 3 clusters Score -5103834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 153689 members 
Entering Unmasked Estep 
Score: -5103847.000000 Penalty: 1087.192017
	Iteration 26Q: 3 clusters Score -5103847 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 153666 members 
Entering Unmasked Estep 
Score: -5103863.500000 Penalty: 1087.192017
	Iteration 27Q: 3 clusters Score -5103864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 153641 members 
Entering Unmasked Estep 
Score: -5103857.500000 Penalty: 1087.192017
	Iteration 28Q: 3 clusters Score -5103858 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 153622 members 
Entering Unmasked Estep 
Score: -5103869.000000 Penalty: 1087.192017
	Iteration 29Q: 3 clusters Score -5103869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 153609 members 
Entering Unmasked Estep 
Score: -5103872.000000 Penalty: 1087.192017
	Iteration 30Q: 3 clusters Score -5103872 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 153599 members 
Entering Unmasked Estep 
Score: -5103868.000000 Penalty: 1087.192017
	Iteration 31Q: 3 clusters Score -5103868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 153592 members 
Entering Unmasked Estep 
Score: -5103870.000000 Penalty: 1087.192017
	Iteration 32Q: 3 clusters Score -5103870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 153587 members 
Entering Unmasked Estep 
Score: -5103876.000000 Penalty: 1087.192017
	Iteration 33Q: 3 clusters Score -5103876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 153581 members 
Entering Unmasked Estep 
Score: -5103876.000000 Penalty: 1087.192017
	Iteration 34Q: 3 clusters Score -5103876 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 153574 members 
Entering Unmasked Estep 
Score: -5103878.000000 Penalty: 1087.192017
	Iteration 35Q: 3 clusters Score -5103878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 153569 members 
Entering Unmasked Estep 
Score: -5103877.000000 Penalty: 1087.192017
	Iteration 36Q: 3 clusters Score -5103877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 153566 members 
Entering Unmasked Estep 
Score: -5103874.000000 Penalty: 1087.192017
	Iteration 37Q: 3 clusters Score -5103874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 153563 members 
Entering Unmasked Estep 
Score: -5103877.000000 Penalty: 1087.192017
	Iteration 38Q: 3 clusters Score -5103877 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -5103876.500000 Penalty: 1087.192017
	Iteration 39Q: 3 clusters Score -5103876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 153559 members 
Entering Unmasked Estep 
Score: -5103881.500000 Penalty: 1087.192017
	Iteration 40F: 3 clusters Score -5103882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 153547 members 
Entering Unmasked Estep 
Score: -5103880.000000 Penalty: 1087.192017
	Iteration 41Q: 3 clusters Score -5103880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 153529 members 
Entering Unmasked Estep 
Score: -5103889.500000 Penalty: 1087.192017
	Iteration 42Q: 3 clusters Score -5103890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 153517 members 
Entering Unmasked Estep 
Score: -5103891.000000 Penalty: 1087.192017
	Iteration 43Q: 3 clusters Score -5103891 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 153506 members 
Entering Unmasked Estep 
Score: -5103888.500000 Penalty: 1087.192017
	Iteration 44Q: 3 clusters Score -5103888 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 153494 members 
Entering Unmasked Estep 
Score: -5103885.000000 Penalty: 1087.192017
	Iteration 45Q: 3 clusters Score -5103885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 153485 members 
Entering Unmasked Estep 
Score: -5103888.000000 Penalty: 1087.192017
	Iteration 46Q: 3 clusters Score -5103888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 153472 members 
Entering Unmasked Estep 
Score: -5103891.000000 Penalty: 1087.192017
	Iteration 47Q: 3 clusters Score -5103891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 153461 members 
Entering Unmasked Estep 
Score: -5103900.500000 Penalty: 1087.192017
	Iteration 48Q: 3 clusters Score -5103900 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 153451 members 
Entering Unmasked Estep 
Score: -5103906.500000 Penalty: 1087.192017
	Iteration 49Q: 3 clusters Score -5103906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 153445 members 
Entering Unmasked Estep 
Score: -5103903.000000 Penalty: 1087.192017
	Iteration 50Q: 3 clusters Score -5103903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 153442 members 
Entering Unmasked Estep 
Score: -5103905.500000 Penalty: 1087.192017
	Iteration 51Q: 3 clusters Score -5103906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 153439 members 
Entering Unmasked Estep 
Score: -5103907.500000 Penalty: 1087.192017
	Iteration 52Q: 3 clusters Score -5103908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 153437 members 
Entering Unmasked Estep 
Score: -5103907.500000 Penalty: 1087.192017
	Iteration 53Q: 3 clusters Score -5103908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 153434 members 
Entering Unmasked Estep 
Score: -5103912.500000 Penalty: 1087.192017
	Iteration 54Q: 3 clusters Score -5103912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 153432 members 
Entering Unmasked Estep 
Score: -5103912.500000 Penalty: 1087.192017
	Iteration 55Q: 3 clusters Score -5103912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 153427 members 
Entering Unmasked Estep 
Score: -5103916.500000 Penalty: 1087.192017
	Iteration 56Q: 3 clusters Score -5103916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 153421 members 
Entering Unmasked Estep 
Score: -5103921.000000 Penalty: 1087.192017
	Iteration 57Q: 3 clusters Score -5103921 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 153417 members 
Entering Unmasked Estep 
Score: -5103923.500000 Penalty: 1087.192017
	Iteration 58Q: 3 clusters Score -5103924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 153415 members 
Entering Unmasked Estep 
Score: -5103922.500000 Penalty: 1087.192017
	Iteration 59Q: 3 clusters Score -5103922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 153412 members 
Entering Unmasked Estep 
Score: -5103923.500000 Penalty: 1087.192017
	Iteration 60F: 3 clusters Score -5103924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 153410 members 
Entering Unmasked Estep 
Score: -5103921.500000 Penalty: 1087.192017
	Iteration 61Q: 3 clusters Score -5103922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 153407 members 
Entering Unmasked Estep 
Score: -5103921.000000 Penalty: 1087.192017
	Iteration 62Q: 3 clusters Score -5103921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 153407 members 
Entering Unmasked Estep 
Score: -5103921.000000 Penalty: 1087.192017
	Iteration 63F: 3 clusters Score -5103921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 43948 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 4071 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 63612 members 
Mstep: Class 8 contains 26879 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 11597 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 23749 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 8935 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 1586 members 
Mstep: Class 21 contains 120869 members 
Mstep: Class 22 contains 153407 members 
Mstep: Class 23 contains 4668 members 
Mstep: Class 24 contains 11869 members 
Entering Unmasked Estep 
Score: -15725242.000000 Penalty: 14378.957031
Splitting cluster 11 changes total score from -15724849.000000 to -15725242.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (11597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Entering Unmasked Estep 
Score: -409031.531250 Penalty: 425.811829
	Iteration 0F: 2 clusters Score -409031.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -401247.000000 Penalty: 851.623657
	Iteration 0F: 3 clusters Score -401247 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -404271.250000 Penalty: 851.623657
	Iteration 1F: 3 clusters Score -404271.2 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -404487.843750 Penalty: 851.623657
	Iteration 2Q: 3 clusters Score -404487.8 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -404824.250000 Penalty: 851.623657
	Iteration 3F: 3 clusters Score -404824.2 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -405314.562500 Penalty: 851.623657
	Iteration 4F: 3 clusters Score -405314.6 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -405988.968750 Penalty: 851.623657
	Iteration 5F: 3 clusters Score -405989 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -406751.062500 Penalty: 851.623657
	Iteration 6F: 3 clusters Score -406751.1 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -407379.875000 Penalty: 851.623657
	Iteration 7F: 3 clusters Score -407379.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -407819.156250 Penalty: 851.623657
	Iteration 8Q: 3 clusters Score -407819.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -408088.281250 Penalty: 851.623657
	Iteration 9Q: 3 clusters Score -408088.3 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -408227.281250 Penalty: 851.623657
	Iteration 10Q: 3 clusters Score -408227.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -408307.906250 Penalty: 851.623657
	Iteration 11Q: 3 clusters Score -408307.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -408374.656250 Penalty: 851.623657
	Iteration 12Q: 3 clusters Score -408374.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -408436.937500 Penalty: 851.623657
	Iteration 13Q: 3 clusters Score -408436.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -408485.250000 Penalty: 851.623657
	Iteration 14Q: 3 clusters Score -408485.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -408517.281250 Penalty: 851.623657
	Iteration 15Q: 3 clusters Score -408517.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -408546.625000 Penalty: 851.623657
	Iteration 16Q: 3 clusters Score -408546.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 11311 members 
Entering Unmasked Estep 
Score: -408572.781250 Penalty: 851.623657
	Iteration 17Q: 3 clusters Score -408572.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -408585.906250 Penalty: 851.623657
	Iteration 18Q: 3 clusters Score -408585.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -408598.000000 Penalty: 851.623657
	Iteration 19Q: 3 clusters Score -408598 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -408612.031250 Penalty: 851.623657
	Iteration 20F: 3 clusters Score -408612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -408624.125000 Penalty: 851.623657
	Iteration 21Q: 3 clusters Score -408624.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -408630.062500 Penalty: 851.623657
	Iteration 22Q: 3 clusters Score -408630.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -408635.500000 Penalty: 851.623657
	Iteration 23Q: 3 clusters Score -408635.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -408637.031250 Penalty: 851.623657
	Iteration 24Q: 3 clusters Score -408637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -408641.062500 Penalty: 851.623657
	Iteration 25Q: 3 clusters Score -408641.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -408644.218750 Penalty: 851.623657
	Iteration 26Q: 3 clusters Score -408644.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -408649.343750 Penalty: 851.623657
	Iteration 27Q: 3 clusters Score -408649.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -408654.250000 Penalty: 851.623657
	Iteration 28Q: 3 clusters Score -408654.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -408655.062500 Penalty: 851.623657
	Iteration 29Q: 3 clusters Score -408655.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -408655.375000 Penalty: 851.623657
	Iteration 30Q: 3 clusters Score -408655.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -408655.375000 Penalty: 851.623657
	Iteration 31F: 3 clusters Score -408655.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Entering Unmasked Estep 
Score: -66323.882812 Penalty: 345.909271
	Iteration 0F: 2 clusters Score -66323.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -64901.414062 Penalty: 691.818542
	Iteration 0F: 3 clusters Score -64901.41 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -65398.210938 Penalty: 691.818542
	Iteration 1F: 3 clusters Score -65398.21 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -65511.160156 Penalty: 691.818542
	Iteration 2F: 3 clusters Score -65511.16 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -65625.585938 Penalty: 691.818542
	Iteration 3F: 3 clusters Score -65625.59 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -65728.820312 Penalty: 691.818542
	Iteration 4F: 3 clusters Score -65728.82 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -65817.312500 Penalty: 691.818542
	Iteration 5Q: 3 clusters Score -65817.31 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -65897.421875 Penalty: 691.818542
	Iteration 6Q: 3 clusters Score -65897.42 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -65929.046875 Penalty: 691.818542
	Iteration 7Q: 3 clusters Score -65929.05 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -65956.968750 Penalty: 691.818542
	Iteration 8Q: 3 clusters Score -65956.97 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -65983.968750 Penalty: 691.818542
	Iteration 9Q: 3 clusters Score -65983.97 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -65998.015625 Penalty: 691.818542
	Iteration 10Q: 3 clusters Score -65998.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -66007.179688 Penalty: 691.818542
	Iteration 11Q: 3 clusters Score -66007.18 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -66014.992188 Penalty: 691.818542
	Iteration 12Q: 3 clusters Score -66014.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -66026.429688 Penalty: 691.818542
	Iteration 13Q: 3 clusters Score -66026.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -66033.523438 Penalty: 691.818542
	Iteration 14Q: 3 clusters Score -66033.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -66037.875000 Penalty: 691.818542
	Iteration 15Q: 3 clusters Score -66037.88 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -66039.781250 Penalty: 691.818542
	Iteration 16Q: 3 clusters Score -66039.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -66041.375000 Penalty: 691.818542
	Iteration 17Q: 3 clusters Score -66041.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -66044.242188 Penalty: 691.818542
	Iteration 18Q: 3 clusters Score -66044.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -66049.828125 Penalty: 691.818542
	Iteration 19Q: 3 clusters Score -66049.83 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -66053.757812 Penalty: 691.818542
	Iteration 20F: 3 clusters Score -66053.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -66056.101562 Penalty: 691.818542
	Iteration 21Q: 3 clusters Score -66056.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -66057.890625 Penalty: 691.818542
	Iteration 22Q: 3 clusters Score -66057.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -66059.335938 Penalty: 691.818542
	Iteration 23Q: 3 clusters Score -66059.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -66060.500000 Penalty: 691.818542
	Iteration 24Q: 3 clusters Score -66060.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -66064.976562 Penalty: 691.818542
	Iteration 25Q: 3 clusters Score -66064.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -66068.640625 Penalty: 691.818542
	Iteration 26Q: 3 clusters Score -66068.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -66070.585938 Penalty: 691.818542
	Iteration 27Q: 3 clusters Score -66070.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66071.554688 Penalty: 691.818542
	Iteration 28Q: 3 clusters Score -66071.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -66071.554688 Penalty: 691.818542
	Iteration 29F: 3 clusters Score -66071.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Entering Unmasked Estep 
Score: -763168.875000 Penalty: 458.425934
	Iteration 0F: 2 clusters Score -763168.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -747371.125000 Penalty: 916.851868
	Iteration 0F: 3 clusters Score -747371.1 nChanged 11328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -754864.312500 Penalty: 916.851868
	Iteration 1F: 3 clusters Score -754864.3 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -755585.687500 Penalty: 916.851868
	Iteration 2F: 3 clusters Score -755585.7 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -756405.750000 Penalty: 916.851868
	Iteration 3F: 3 clusters Score -756405.8 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -757341.937500 Penalty: 916.851868
	Iteration 4F: 3 clusters Score -757341.9 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -758408.812500 Penalty: 916.851868
	Iteration 5F: 3 clusters Score -758408.8 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -759280.625000 Penalty: 916.851868
	Iteration 6F: 3 clusters Score -759280.6 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -759775.375000 Penalty: 916.851868
	Iteration 7Q: 3 clusters Score -759775.4 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -760014.625000 Penalty: 916.851868
	Iteration 8Q: 3 clusters Score -760014.6 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14184 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -760163.562500 Penalty: 916.851868
	Iteration 9Q: 3 clusters Score -760163.6 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -760268.375000 Penalty: 916.851868
	Iteration 10Q: 3 clusters Score -760268.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -760341.125000 Penalty: 916.851868
	Iteration 11Q: 3 clusters Score -760341.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -760399.000000 Penalty: 916.851868
	Iteration 12Q: 3 clusters Score -760399 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -760446.500000 Penalty: 916.851868
	Iteration 13Q: 3 clusters Score -760446.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -760483.062500 Penalty: 916.851868
	Iteration 14Q: 3 clusters Score -760483.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -760524.937500 Penalty: 916.851868
	Iteration 15Q: 3 clusters Score -760524.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -760565.437500 Penalty: 916.851868
	Iteration 16Q: 3 clusters Score -760565.4 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15405 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -760605.000000 Penalty: 916.851868
	Iteration 17Q: 3 clusters Score -760605 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -760642.625000 Penalty: 916.851868
	Iteration 18Q: 3 clusters Score -760642.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -760678.625000 Penalty: 916.851868
	Iteration 19Q: 3 clusters Score -760678.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -760714.312500 Penalty: 916.851868
	Iteration 20F: 3 clusters Score -760714.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -760757.250000 Penalty: 916.851868
	Iteration 21Q: 3 clusters Score -760757.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -760798.312500 Penalty: 916.851868
	Iteration 22Q: 3 clusters Score -760798.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -760849.250000 Penalty: 916.851868
	Iteration 23Q: 3 clusters Score -760849.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -760894.562500 Penalty: 916.851868
	Iteration 24Q: 3 clusters Score -760894.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -760942.750000 Penalty: 916.851868
	Iteration 25Q: 3 clusters Score -760942.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -761000.625000 Penalty: 916.851868
	Iteration 26Q: 3 clusters Score -761000.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -761062.312500 Penalty: 916.851868
	Iteration 27Q: 3 clusters Score -761062.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -761134.687500 Penalty: 916.851868
	Iteration 28Q: 3 clusters Score -761134.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -761208.312500 Penalty: 916.851868
	Iteration 29Q: 3 clusters Score -761208.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -761285.250000 Penalty: 916.851868
	Iteration 30Q: 3 clusters Score -761285.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -761377.312500 Penalty: 916.851868
	Iteration 31Q: 3 clusters Score -761377.3 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -761462.000000 Penalty: 916.851868
	Iteration 32Q: 3 clusters Score -761462 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -761562.375000 Penalty: 916.851868
	Iteration 33Q: 3 clusters Score -761562.4 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -761676.250000 Penalty: 916.851868
	Iteration 34Q: 3 clusters Score -761676.2 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19197 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -761781.562500 Penalty: 916.851868
	Iteration 35Q: 3 clusters Score -761781.6 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -761891.000000 Penalty: 916.851868
	Iteration 36Q: 3 clusters Score -761891 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -761991.937500 Penalty: 916.851868
	Iteration 37Q: 3 clusters Score -761991.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19810 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -762073.875000 Penalty: 916.851868
	Iteration 38Q: 3 clusters Score -762073.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -762120.312500 Penalty: 916.851868
	Iteration 39Q: 3 clusters Score -762120.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -762155.812500 Penalty: 916.851868
	Iteration 40F: 3 clusters Score -762155.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -762181.312500 Penalty: 916.851868
	Iteration 41Q: 3 clusters Score -762181.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -762203.687500 Penalty: 916.851868
	Iteration 42Q: 3 clusters Score -762203.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20370 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -762223.187500 Penalty: 916.851868
	Iteration 43Q: 3 clusters Score -762223.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -762237.187500 Penalty: 916.851868
	Iteration 44Q: 3 clusters Score -762237.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -762249.937500 Penalty: 916.851868
	Iteration 45Q: 3 clusters Score -762249.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -762254.375000 Penalty: 916.851868
	Iteration 46Q: 3 clusters Score -762254.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -762261.625000 Penalty: 916.851868
	Iteration 47Q: 3 clusters Score -762261.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -762267.937500 Penalty: 916.851868
	Iteration 48Q: 3 clusters Score -762267.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -762274.875000 Penalty: 916.851868
	Iteration 49Q: 3 clusters Score -762274.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -762283.062500 Penalty: 916.851868
	Iteration 50Q: 3 clusters Score -762283.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20826 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -762287.250000 Penalty: 916.851868
	Iteration 51Q: 3 clusters Score -762287.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -762295.250000 Penalty: 916.851868
	Iteration 52Q: 3 clusters Score -762295.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -762299.562500 Penalty: 916.851868
	Iteration 53Q: 3 clusters Score -762299.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -762304.375000 Penalty: 916.851868
	Iteration 54Q: 3 clusters Score -762304.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -762308.250000 Penalty: 916.851868
	Iteration 55Q: 3 clusters Score -762308.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -762311.250000 Penalty: 916.851868
	Iteration 56Q: 3 clusters Score -762311.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -762312.250000 Penalty: 916.851868
	Iteration 57Q: 3 clusters Score -762312.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -762318.437500 Penalty: 916.851868
	Iteration 58Q: 3 clusters Score -762318.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -762318.625000 Penalty: 916.851868
	Iteration 59Q: 3 clusters Score -762318.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21166 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -762321.625000 Penalty: 916.851868
	Iteration 60F: 3 clusters Score -762321.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -762326.562500 Penalty: 916.851868
	Iteration 61Q: 3 clusters Score -762326.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -762331.750000 Penalty: 916.851868
	Iteration 62Q: 3 clusters Score -762331.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -762336.312500 Penalty: 916.851868
	Iteration 63Q: 3 clusters Score -762336.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -762342.812500 Penalty: 916.851868
	Iteration 64Q: 3 clusters Score -762342.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -762349.437500 Penalty: 916.851868
	Iteration 65Q: 3 clusters Score -762349.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -762356.562500 Penalty: 916.851868
	Iteration 66Q: 3 clusters Score -762356.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -762365.000000 Penalty: 916.851868
	Iteration 67Q: 3 clusters Score -762365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -762370.750000 Penalty: 916.851868
	Iteration 68Q: 3 clusters Score -762370.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -762375.187500 Penalty: 916.851868
	Iteration 69Q: 3 clusters Score -762375.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -762380.250000 Penalty: 916.851868
	Iteration 70Q: 3 clusters Score -762380.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21632 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -762387.437500 Penalty: 916.851868
	Iteration 71Q: 3 clusters Score -762387.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -762395.937500 Penalty: 916.851868
	Iteration 72Q: 3 clusters Score -762395.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21717 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -762403.062500 Penalty: 916.851868
	Iteration 73Q: 3 clusters Score -762403.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -762409.375000 Penalty: 916.851868
	Iteration 74Q: 3 clusters Score -762409.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -762421.187500 Penalty: 916.851868
	Iteration 75Q: 3 clusters Score -762421.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -762434.125000 Penalty: 916.851868
	Iteration 76Q: 3 clusters Score -762434.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -762441.750000 Penalty: 916.851868
	Iteration 77Q: 3 clusters Score -762441.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -762455.000000 Penalty: 916.851868
	Iteration 78Q: 3 clusters Score -762455 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -762467.437500 Penalty: 916.851868
	Iteration 79Q: 3 clusters Score -762467.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -762482.000000 Penalty: 916.851868
	Iteration 80F: 3 clusters Score -762482 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -762509.750000 Penalty: 916.851868
	Iteration 81Q: 3 clusters Score -762509.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -762529.062500 Penalty: 916.851868
	Iteration 82Q: 3 clusters Score -762529.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22361 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -762560.562500 Penalty: 916.851868
	Iteration 83Q: 3 clusters Score -762560.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -762585.875000 Penalty: 916.851868
	Iteration 84Q: 3 clusters Score -762585.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -762608.812500 Penalty: 916.851868
	Iteration 85Q: 3 clusters Score -762608.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -762634.750000 Penalty: 916.851868
	Iteration 86Q: 3 clusters Score -762634.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22648 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -762654.812500 Penalty: 916.851868
	Iteration 87Q: 3 clusters Score -762654.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22712 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -762669.250000 Penalty: 916.851868
	Iteration 88Q: 3 clusters Score -762669.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -762682.875000 Penalty: 916.851868
	Iteration 89Q: 3 clusters Score -762682.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -762692.187500 Penalty: 916.851868
	Iteration 90Q: 3 clusters Score -762692.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -762706.125000 Penalty: 916.851868
	Iteration 91Q: 3 clusters Score -762706.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -762713.312500 Penalty: 916.851868
	Iteration 92Q: 3 clusters Score -762713.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -762717.312500 Penalty: 916.851868
	Iteration 93Q: 3 clusters Score -762717.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -762719.250000 Penalty: 916.851868
	Iteration 94Q: 3 clusters Score -762719.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -762723.437500 Penalty: 916.851868
	Iteration 95Q: 3 clusters Score -762723.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -762730.937500 Penalty: 916.851868
	Iteration 96Q: 3 clusters Score -762730.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -762737.937500 Penalty: 916.851868
	Iteration 97Q: 3 clusters Score -762737.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -762749.437500 Penalty: 916.851868
	Iteration 98Q: 3 clusters Score -762749.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -762757.375000 Penalty: 916.851868
	Iteration 99Q: 3 clusters Score -762757.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -762761.250000 Penalty: 916.851868
	Iteration 100F: 3 clusters Score -762761.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -762768.062500 Penalty: 916.851868
	Iteration 101Q: 3 clusters Score -762768.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23104 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -762773.312500 Penalty: 916.851868
	Iteration 102Q: 3 clusters Score -762773.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -762775.875000 Penalty: 916.851868
	Iteration 103Q: 3 clusters Score -762775.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -762780.187500 Penalty: 916.851868
	Iteration 104Q: 3 clusters Score -762780.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -762783.312500 Penalty: 916.851868
	Iteration 105Q: 3 clusters Score -762783.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -762784.500000 Penalty: 916.851868
	Iteration 106Q: 3 clusters Score -762784.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -762787.687500 Penalty: 916.851868
	Iteration 107Q: 3 clusters Score -762787.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -762789.187500 Penalty: 916.851868
	Iteration 108Q: 3 clusters Score -762789.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23169 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -762793.312500 Penalty: 916.851868
	Iteration 109Q: 3 clusters Score -762793.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23176 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -762796.000000 Penalty: 916.851868
	Iteration 110Q: 3 clusters Score -762796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23184 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -762798.500000 Penalty: 916.851868
	Iteration 111Q: 3 clusters Score -762798.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -762798.500000 Penalty: 916.851868
	Iteration 112Q: 3 clusters Score -762798.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -762799.312500 Penalty: 916.851868
	Iteration 113Q: 3 clusters Score -762799.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -762800.437500 Penalty: 916.851868
	Iteration 114Q: 3 clusters Score -762800.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23213 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -762805.875000 Penalty: 916.851868
	Iteration 115Q: 3 clusters Score -762805.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -762809.750000 Penalty: 916.851868
	Iteration 116Q: 3 clusters Score -762809.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -762815.750000 Penalty: 916.851868
	Iteration 117Q: 3 clusters Score -762815.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -762818.687500 Penalty: 916.851868
	Iteration 118Q: 3 clusters Score -762818.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -762820.562500 Penalty: 916.851868
	Iteration 119Q: 3 clusters Score -762820.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -762821.750000 Penalty: 916.851868
	Iteration 120F: 3 clusters Score -762821.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -762824.750000 Penalty: 916.851868
	Iteration 121Q: 3 clusters Score -762824.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -762824.687500 Penalty: 916.851868
	Iteration 122Q: 3 clusters Score -762824.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -762825.687500 Penalty: 916.851868
	Iteration 123Q: 3 clusters Score -762825.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -762827.625000 Penalty: 916.851868
	Iteration 124Q: 3 clusters Score -762827.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -762826.437500 Penalty: 916.851868
	Iteration 125Q: 3 clusters Score -762826.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -762826.437500 Penalty: 916.851868
	Iteration 126Q: 3 clusters Score -762826.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -762826.437500 Penalty: 916.851868
	Iteration 127F: 3 clusters Score -762826.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Entering Unmasked Estep 
Score: -83395.281250 Penalty: 358.628143
	Iteration 0F: 2 clusters Score -83395.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -81574.523438 Penalty: 717.256287
	Iteration 0F: 3 clusters Score -81574.52 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -82208.539062 Penalty: 717.256287
	Iteration 1F: 3 clusters Score -82208.54 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -82293.992188 Penalty: 717.256287
	Iteration 2F: 3 clusters Score -82293.99 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -82354.625000 Penalty: 717.256287
	Iteration 3Q: 3 clusters Score -82354.62 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -82432.929688 Penalty: 717.256287
	Iteration 4Q: 3 clusters Score -82432.93 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -82538.875000 Penalty: 717.256287
	Iteration 5F: 3 clusters Score -82538.88 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -82655.593750 Penalty: 717.256287
	Iteration 6F: 3 clusters Score -82655.59 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -82768.226562 Penalty: 717.256287
	Iteration 7F: 3 clusters Score -82768.23 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -82838.710938 Penalty: 717.256287
	Iteration 8Q: 3 clusters Score -82838.71 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -82894.195312 Penalty: 717.256287
	Iteration 9Q: 3 clusters Score -82894.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -82927.367188 Penalty: 717.256287
	Iteration 10Q: 3 clusters Score -82927.37 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -82953.382812 Penalty: 717.256287
	Iteration 11Q: 3 clusters Score -82953.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -82965.117188 Penalty: 717.256287
	Iteration 12Q: 3 clusters Score -82965.12 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -82978.312500 Penalty: 717.256287
	Iteration 13Q: 3 clusters Score -82978.31 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -82985.828125 Penalty: 717.256287
	Iteration 14Q: 3 clusters Score -82985.83 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -82993.796875 Penalty: 717.256287
	Iteration 15Q: 3 clusters Score -82993.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83003.070312 Penalty: 717.256287
	Iteration 16Q: 3 clusters Score -83003.07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83009.968750 Penalty: 717.256287
	Iteration 17Q: 3 clusters Score -83009.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -83015.429688 Penalty: 717.256287
	Iteration 18Q: 3 clusters Score -83015.43 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83019.539062 Penalty: 717.256287
	Iteration 19Q: 3 clusters Score -83019.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83023.257812 Penalty: 717.256287
	Iteration 20F: 3 clusters Score -83023.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -83025.421875 Penalty: 717.256287
	Iteration 21Q: 3 clusters Score -83025.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -83026.296875 Penalty: 717.256287
	Iteration 22Q: 3 clusters Score -83026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83026.609375 Penalty: 717.256287
	Iteration 23Q: 3 clusters Score -83026.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -83026.609375 Penalty: 717.256287
	Iteration 24F: 3 clusters Score -83026.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Entering Unmasked Estep 
Score: -263515.000000 Penalty: 413.946777
	Iteration 0F: 2 clusters Score -263515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -257588.781250 Penalty: 827.893555
	Iteration 0F: 3 clusters Score -257588.8 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -260334.781250 Penalty: 827.893555
	Iteration 1F: 3 clusters Score -260334.8 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -261095.687500 Penalty: 827.893555
	Iteration 2F: 3 clusters Score -261095.7 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -262053.703125 Penalty: 827.893555
	Iteration 3F: 3 clusters Score -262053.7 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -262813.906250 Penalty: 827.893555
	Iteration 4F: 3 clusters Score -262813.9 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -263170.906250 Penalty: 827.893555
	Iteration 5F: 3 clusters Score -263170.9 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -263321.156250 Penalty: 827.893555
	Iteration 6Q: 3 clusters Score -263321.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -263414.531250 Penalty: 827.893555
	Iteration 7Q: 3 clusters Score -263414.5 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -263506.500000 Penalty: 827.893555
	Iteration 8Q: 3 clusters Score -263506.5 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -263621.250000 Penalty: 827.893555
	Iteration 9Q: 3 clusters Score -263621.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -263707.625000 Penalty: 827.893555
	Iteration 10Q: 3 clusters Score -263707.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -263776.312500 Penalty: 827.893555
	Iteration 11Q: 3 clusters Score -263776.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -263851.000000 Penalty: 827.893555
	Iteration 12Q: 3 clusters Score -263851 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -263910.343750 Penalty: 827.893555
	Iteration 13Q: 3 clusters Score -263910.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -263965.781250 Penalty: 827.893555
	Iteration 14Q: 3 clusters Score -263965.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -264007.000000 Penalty: 827.893555
	Iteration 15Q: 3 clusters Score -264007 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -264034.656250 Penalty: 827.893555
	Iteration 16Q: 3 clusters Score -264034.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -264054.968750 Penalty: 827.893555
	Iteration 17Q: 3 clusters Score -264055 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7620 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -264066.187500 Penalty: 827.893555
	Iteration 18Q: 3 clusters Score -264066.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -264075.562500 Penalty: 827.893555
	Iteration 19Q: 3 clusters Score -264075.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -264084.062500 Penalty: 827.893555
	Iteration 20F: 3 clusters Score -264084.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -264088.625000 Penalty: 827.893555
	Iteration 21Q: 3 clusters Score -264088.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -264090.687500 Penalty: 827.893555
	Iteration 22Q: 3 clusters Score -264090.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -264093.437500 Penalty: 827.893555
	Iteration 23Q: 3 clusters Score -264093.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -264095.375000 Penalty: 827.893555
	Iteration 24Q: 3 clusters Score -264095.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -264095.281250 Penalty: 827.893555
	Iteration 25Q: 3 clusters Score -264095.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -264097.406250 Penalty: 827.893555
	Iteration 26Q: 3 clusters Score -264097.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -264098.968750 Penalty: 827.893555
	Iteration 27Q: 3 clusters Score -264099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -264099.781250 Penalty: 827.893555
	Iteration 28Q: 3 clusters Score -264099.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -264100.375000 Penalty: 827.893555
	Iteration 29Q: 3 clusters Score -264100.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -264102.156250 Penalty: 827.893555
	Iteration 30Q: 3 clusters Score -264102.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -264103.843750 Penalty: 827.893555
	Iteration 31Q: 3 clusters Score -264103.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -264106.437500 Penalty: 827.893555
	Iteration 32Q: 3 clusters Score -264106.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -264106.687500 Penalty: 827.893555
	Iteration 33Q: 3 clusters Score -264106.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -264106.156250 Penalty: 827.893555
	Iteration 34Q: 3 clusters Score -264106.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -264107.187500 Penalty: 827.893555
	Iteration 35Q: 3 clusters Score -264107.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -264107.312500 Penalty: 827.893555
	Iteration 36Q: 3 clusters Score -264107.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -264107.906250 Penalty: 827.893555
	Iteration 37Q: 3 clusters Score -264107.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -264107.781250 Penalty: 827.893555
	Iteration 38Q: 3 clusters Score -264107.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -264108.000000 Penalty: 827.893555
	Iteration 39Q: 3 clusters Score -264108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -264108.000000 Penalty: 827.893555
	Iteration 40F: 3 clusters Score -264108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 43948 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 4071 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 63612 members 
Mstep: Class 8 contains 26879 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 11597 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 23749 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 19 contains 476 members 
Mstep: Class 20 contains 1586 members 
Mstep: Class 21 contains 120869 members 
Mstep: Class 22 contains 153407 members 
Mstep: Class 23 contains 4668 members 
Mstep: Class 24 contains 11869 members 
Mstep: Class 25 contains 1071 members 
Entering Unmasked Estep 
Score: -15725668.000000 Penalty: 14978.081055
Splitting cluster 16 changes total score from -15724849.000000 to -15725668.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (1493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Entering Unmasked Estep 
Score: -43796.375000 Penalty: 332.538696
	Iteration 0F: 2 clusters Score -43796.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -42701.550781 Penalty: 665.077393
	Iteration 0F: 3 clusters Score -42701.55 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -43046.167969 Penalty: 665.077393
	Iteration 1F: 3 clusters Score -43046.17 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -43138.000000 Penalty: 665.077393
	Iteration 2F: 3 clusters Score -43138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -43205.171875 Penalty: 665.077393
	Iteration 3F: 3 clusters Score -43205.17 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -43260.386719 Penalty: 665.077393
	Iteration 4F: 3 clusters Score -43260.39 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -43324.066406 Penalty: 665.077393
	Iteration 5Q: 3 clusters Score -43324.07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -43372.207031 Penalty: 665.077393
	Iteration 6Q: 3 clusters Score -43372.21 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -43444.339844 Penalty: 665.077393
	Iteration 7Q: 3 clusters Score -43444.34 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -43493.433594 Penalty: 665.077393
	Iteration 8Q: 3 clusters Score -43493.43 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -43517.070312 Penalty: 665.077393
	Iteration 9Q: 3 clusters Score -43517.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -43529.851562 Penalty: 665.077393
	Iteration 10Q: 3 clusters Score -43529.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -43541.687500 Penalty: 665.077393
	Iteration 11Q: 3 clusters Score -43541.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -43549.906250 Penalty: 665.077393
	Iteration 12Q: 3 clusters Score -43549.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -43556.726562 Penalty: 665.077393
	Iteration 13Q: 3 clusters Score -43556.73 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -43561.324219 Penalty: 665.077393
	Iteration 14Q: 3 clusters Score -43561.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -43564.328125 Penalty: 665.077393
	Iteration 15Q: 3 clusters Score -43564.33 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -43566.062500 Penalty: 665.077393
	Iteration 16Q: 3 clusters Score -43566.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -43566.062500 Penalty: 665.077393
	Iteration 17F: 3 clusters Score -43566.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Entering Unmasked Estep 
Score: -49969.371094 Penalty: 336.056213
	Iteration 0F: 2 clusters Score -49969.37 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -48774.699219 Penalty: 672.112427
	Iteration 0F: 3 clusters Score -48774.7 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -49165.515625 Penalty: 672.112427
	Iteration 1F: 3 clusters Score -49165.52 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -49270.429688 Penalty: 672.112427
	Iteration 2F: 3 clusters Score -49270.43 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -49340.101562 Penalty: 672.112427
	Iteration 3F: 3 clusters Score -49340.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -49385.750000 Penalty: 672.112427
	Iteration 4Q: 3 clusters Score -49385.75 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -49421.816406 Penalty: 672.112427
	Iteration 5Q: 3 clusters Score -49421.82 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -49441.214844 Penalty: 672.112427
	Iteration 6Q: 3 clusters Score -49441.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -49450.789062 Penalty: 672.112427
	Iteration 7Q: 3 clusters Score -49450.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -49454.503906 Penalty: 672.112427
	Iteration 8Q: 3 clusters Score -49454.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -49459.246094 Penalty: 672.112427
	Iteration 9Q: 3 clusters Score -49459.25 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -49464.839844 Penalty: 672.112427
	Iteration 10Q: 3 clusters Score -49464.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -49472.742188 Penalty: 672.112427
	Iteration 11Q: 3 clusters Score -49472.74 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -49479.125000 Penalty: 672.112427
	Iteration 12Q: 3 clusters Score -49479.12 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -49488.718750 Penalty: 672.112427
	Iteration 13Q: 3 clusters Score -49488.72 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -49495.996094 Penalty: 672.112427
	Iteration 14Q: 3 clusters Score -49496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -49504.390625 Penalty: 672.112427
	Iteration 15Q: 3 clusters Score -49504.39 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -49511.792969 Penalty: 672.112427
	Iteration 16Q: 3 clusters Score -49511.79 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -49517.441406 Penalty: 672.112427
	Iteration 17Q: 3 clusters Score -49517.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -49520.128906 Penalty: 672.112427
	Iteration 18Q: 3 clusters Score -49520.13 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -49523.308594 Penalty: 672.112427
	Iteration 19Q: 3 clusters Score -49523.31 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -49528.937500 Penalty: 672.112427
	Iteration 20F: 3 clusters Score -49528.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -49538.515625 Penalty: 672.112427
	Iteration 21Q: 3 clusters Score -49538.52 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -49550.167969 Penalty: 672.112427
	Iteration 22Q: 3 clusters Score -49550.17 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -49573.652344 Penalty: 672.112427
	Iteration 23Q: 3 clusters Score -49573.65 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -49592.652344 Penalty: 672.112427
	Iteration 24Q: 3 clusters Score -49592.65 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -49603.250000 Penalty: 672.112427
	Iteration 25Q: 3 clusters Score -49603.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -49608.921875 Penalty: 672.112427
	Iteration 26Q: 3 clusters Score -49608.92 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -49615.578125 Penalty: 672.112427
	Iteration 27Q: 3 clusters Score -49615.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -49619.496094 Penalty: 672.112427
	Iteration 28Q: 3 clusters Score -49619.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -49624.742188 Penalty: 672.112427
	Iteration 29Q: 3 clusters Score -49624.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -49626.671875 Penalty: 672.112427
	Iteration 30Q: 3 clusters Score -49626.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -49628.210938 Penalty: 672.112427
	Iteration 31Q: 3 clusters Score -49628.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -49631.984375 Penalty: 672.112427
	Iteration 32Q: 3 clusters Score -49631.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -49635.648438 Penalty: 672.112427
	Iteration 33Q: 3 clusters Score -49635.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -49640.179688 Penalty: 672.112427
	Iteration 34Q: 3 clusters Score -49640.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -49642.382812 Penalty: 672.112427
	Iteration 35Q: 3 clusters Score -49642.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -49644.371094 Penalty: 672.112427
	Iteration 36Q: 3 clusters Score -49644.37 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -49647.812500 Penalty: 672.112427
	Iteration 37Q: 3 clusters Score -49647.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -49651.933594 Penalty: 672.112427
	Iteration 38Q: 3 clusters Score -49651.93 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -49656.472656 Penalty: 672.112427
	Iteration 39Q: 3 clusters Score -49656.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -49661.203125 Penalty: 672.112427
	Iteration 40F: 3 clusters Score -49661.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -49663.988281 Penalty: 672.112427
	Iteration 41Q: 3 clusters Score -49663.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -49667.296875 Penalty: 672.112427
	Iteration 42Q: 3 clusters Score -49667.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -49668.410156 Penalty: 672.112427
	Iteration 43Q: 3 clusters Score -49668.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -49673.515625 Penalty: 672.112427
	Iteration 44Q: 3 clusters Score -49673.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -49675.136719 Penalty: 672.112427
	Iteration 45Q: 3 clusters Score -49675.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -49675.898438 Penalty: 672.112427
	Iteration 46Q: 3 clusters Score -49675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -49677.054688 Penalty: 672.112427
	Iteration 47Q: 3 clusters Score -49677.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -49677.140625 Penalty: 672.112427
	Iteration 48Q: 3 clusters Score -49677.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -49677.140625 Penalty: 672.112427
	Iteration 49F: 3 clusters Score -49677.14 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (1586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Entering Unmasked Estep 
Score: -53668.246094 Penalty: 335.288147
	Iteration 0F: 2 clusters Score -53668.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -52529.570312 Penalty: 670.576294
	Iteration 0F: 3 clusters Score -52529.57 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -52900.773438 Penalty: 670.576294
	Iteration 1F: 3 clusters Score -52900.77 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -52980.242188 Penalty: 670.576294
	Iteration 2F: 3 clusters Score -52980.24 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -53040.671875 Penalty: 670.576294
	Iteration 3F: 3 clusters Score -53040.67 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -53075.078125 Penalty: 670.576294
	Iteration 4Q: 3 clusters Score -53075.08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -53100.960938 Penalty: 670.576294
	Iteration 5Q: 3 clusters Score -53100.96 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -53142.613281 Penalty: 670.576294
	Iteration 6Q: 3 clusters Score -53142.61 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -53169.417969 Penalty: 670.576294
	Iteration 7Q: 3 clusters Score -53169.42 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -53190.558594 Penalty: 670.576294
	Iteration 8Q: 3 clusters Score -53190.56 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -53207.214844 Penalty: 670.576294
	Iteration 9Q: 3 clusters Score -53207.21 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -53226.695312 Penalty: 670.576294
	Iteration 10Q: 3 clusters Score -53226.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -53243.875000 Penalty: 670.576294
	Iteration 11Q: 3 clusters Score -53243.88 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -53255.929688 Penalty: 670.576294
	Iteration 12Q: 3 clusters Score -53255.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -53274.492188 Penalty: 670.576294
	Iteration 13Q: 3 clusters Score -53274.49 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -53282.847656 Penalty: 670.576294
	Iteration 14Q: 3 clusters Score -53282.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -53286.660156 Penalty: 670.576294
	Iteration 15Q: 3 clusters Score -53286.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -53289.027344 Penalty: 670.576294
	Iteration 16Q: 3 clusters Score -53289.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -53292.082031 Penalty: 670.576294
	Iteration 17Q: 3 clusters Score -53292.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53295.785156 Penalty: 670.576294
	Iteration 18Q: 3 clusters Score -53295.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -53298.234375 Penalty: 670.576294
	Iteration 19Q: 3 clusters Score -53298.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -53300.480469 Penalty: 670.576294
	Iteration 20F: 3 clusters Score -53300.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -53303.046875 Penalty: 670.576294
	Iteration 21Q: 3 clusters Score -53303.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53306.757812 Penalty: 670.576294
	Iteration 22Q: 3 clusters Score -53306.76 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53312.574219 Penalty: 670.576294
	Iteration 23Q: 3 clusters Score -53312.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -53320.890625 Penalty: 670.576294
	Iteration 24Q: 3 clusters Score -53320.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -53329.558594 Penalty: 670.576294
	Iteration 25Q: 3 clusters Score -53329.56 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -53339.921875 Penalty: 670.576294
	Iteration 26Q: 3 clusters Score -53339.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -53346.835938 Penalty: 670.576294
	Iteration 27Q: 3 clusters Score -53346.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -53348.550781 Penalty: 670.576294
	Iteration 28Q: 3 clusters Score -53348.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -53348.750000 Penalty: 670.576294
	Iteration 29Q: 3 clusters Score -53348.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -53348.750000 Penalty: 670.576294
	Iteration 30F: 3 clusters Score -53348.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (120869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120869 members 
Entering Unmasked Estep 
Score: -3980504.000000 Penalty: 532.462036
	Iteration 0F: 2 clusters Score -3980504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60524 members 
Mstep: Class 2 contains 60345 members 
Entering Unmasked Estep 
Score: -3898896.500000 Penalty: 1064.924072
	Iteration 0F: 3 clusters Score -3898896 nChanged 59039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68031 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -3935852.750000 Penalty: 1064.924072
	Iteration 1F: 3 clusters Score -3935853 nChanged 6243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71870 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -3938447.000000 Penalty: 1064.924072
	Iteration 2F: 3 clusters Score -3938447 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77037 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -3941983.000000 Penalty: 1064.924072
	Iteration 3F: 3 clusters Score -3941983 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83609 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -3946724.250000 Penalty: 1064.924072
	Iteration 4F: 3 clusters Score -3946724 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91390 members 
Mstep: Class 2 contains 29479 members 
Entering Unmasked Estep 
Score: -3952960.250000 Penalty: 1064.924072
	Iteration 5F: 3 clusters Score -3952960 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99579 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -3960258.000000 Penalty: 1064.924072
	Iteration 6F: 3 clusters Score -3960258 nChanged 7380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106943 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
Score: -3967416.500000 Penalty: 1064.924072
	Iteration 7F: 3 clusters Score -3967416 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112450 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -3972910.000000 Penalty: 1064.924072
	Iteration 8Q: 3 clusters Score -3972910 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115823 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -3976146.750000 Penalty: 1064.924072
	Iteration 9Q: 3 clusters Score -3976147 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117726 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -3977850.250000 Penalty: 1064.924072
	Iteration 10Q: 3 clusters Score -3977850 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118857 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -3978864.750000 Penalty: 1064.924072
	Iteration 11Q: 3 clusters Score -3978865 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119511 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3979401.500000 Penalty: 1064.924072
	Iteration 12Q: 3 clusters Score -3979402 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119872 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3979668.000000 Penalty: 1064.924072
	Iteration 13Q: 3 clusters Score -3979668 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120083 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3979793.750000 Penalty: 1064.924072
	Iteration 14Q: 3 clusters Score -3979794 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120212 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3979869.000000 Penalty: 1064.924072
	Iteration 15Q: 3 clusters Score -3979869 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120312 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -3979925.750000 Penalty: 1064.924072
	Iteration 16Q: 3 clusters Score -3979926 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120380 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -3979967.750000 Penalty: 1064.924072
	Iteration 17Q: 3 clusters Score -3979968 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120428 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3979997.250000 Penalty: 1064.924072
	Iteration 18Q: 3 clusters Score -3979997 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120466 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -3980011.500000 Penalty: 1064.924072
	Iteration 19Q: 3 clusters Score -3980012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120483 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3980014.750000 Penalty: 1064.924072
	Iteration 20F: 3 clusters Score -3980015 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120506 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3980025.250000 Penalty: 1064.924072
	Iteration 21Q: 3 clusters Score -3980025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120527 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -3980031.250000 Penalty: 1064.924072
	Iteration 22Q: 3 clusters Score -3980031 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120546 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3980042.500000 Penalty: 1064.924072
	Iteration 23Q: 3 clusters Score -3980042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120554 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3980049.000000 Penalty: 1064.924072
	Iteration 24Q: 3 clusters Score -3980049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120560 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -3980054.500000 Penalty: 1064.924072
	Iteration 25Q: 3 clusters Score -3980054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120567 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -3980062.500000 Penalty: 1064.924072
	Iteration 26Q: 3 clusters Score -3980062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120573 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -3980060.750000 Penalty: 1064.924072
	Iteration 27Q: 3 clusters Score -3980061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120576 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3980065.000000 Penalty: 1064.924072
	Iteration 28Q: 3 clusters Score -3980065 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120579 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3980062.500000 Penalty: 1064.924072
	Iteration 29Q: 3 clusters Score -3980062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120583 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3980062.250000 Penalty: 1064.924072
	Iteration 30Q: 3 clusters Score -3980062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120586 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3980060.500000 Penalty: 1064.924072
	Iteration 31Q: 3 clusters Score -3980060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120589 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3980063.750000 Penalty: 1064.924072
	Iteration 32Q: 3 clusters Score -3980064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120589 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3980063.750000 Penalty: 1064.924072
	Iteration 33F: 3 clusters Score -3980064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Entering Unmasked Estep 
Score: -138427.437500 Penalty: 384.406128
	Iteration 0F: 2 clusters Score -138427.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -135251.281250 Penalty: 768.812256
	Iteration 0F: 3 clusters Score -135251.3 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -136463.203125 Penalty: 768.812256
	Iteration 1F: 3 clusters Score -136463.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -136616.953125 Penalty: 768.812256
	Iteration 2F: 3 clusters Score -136617 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -136761.500000 Penalty: 768.812256
	Iteration 3F: 3 clusters Score -136761.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -136907.156250 Penalty: 768.812256
	Iteration 4F: 3 clusters Score -136907.2 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -137064.031250 Penalty: 768.812256
	Iteration 5Q: 3 clusters Score -137064 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -137226.156250 Penalty: 768.812256
	Iteration 6F: 3 clusters Score -137226.2 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -137354.437500 Penalty: 768.812256
	Iteration 7Q: 3 clusters Score -137354.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -137440.906250 Penalty: 768.812256
	Iteration 8Q: 3 clusters Score -137440.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -137493.140625 Penalty: 768.812256
	Iteration 9Q: 3 clusters Score -137493.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -137516.968750 Penalty: 768.812256
	Iteration 10Q: 3 clusters Score -137517 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -137539.296875 Penalty: 768.812256
	Iteration 11Q: 3 clusters Score -137539.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -137564.953125 Penalty: 768.812256
	Iteration 12Q: 3 clusters Score -137565 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -137592.093750 Penalty: 768.812256
	Iteration 13Q: 3 clusters Score -137592.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -137623.062500 Penalty: 768.812256
	Iteration 14Q: 3 clusters Score -137623.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -137653.546875 Penalty: 768.812256
	Iteration 15Q: 3 clusters Score -137653.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -137678.031250 Penalty: 768.812256
	Iteration 16Q: 3 clusters Score -137678 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -137700.031250 Penalty: 768.812256
	Iteration 17Q: 3 clusters Score -137700 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -137716.703125 Penalty: 768.812256
	Iteration 18Q: 3 clusters Score -137716.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -137733.687500 Penalty: 768.812256
	Iteration 19Q: 3 clusters Score -137733.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -137751.750000 Penalty: 768.812256
	Iteration 20F: 3 clusters Score -137751.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -137772.984375 Penalty: 768.812256
	Iteration 21Q: 3 clusters Score -137773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -137788.921875 Penalty: 768.812256
	Iteration 22Q: 3 clusters Score -137788.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -137805.765625 Penalty: 768.812256
	Iteration 23Q: 3 clusters Score -137805.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -137825.484375 Penalty: 768.812256
	Iteration 24Q: 3 clusters Score -137825.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -137840.218750 Penalty: 768.812256
	Iteration 25Q: 3 clusters Score -137840.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -137854.984375 Penalty: 768.812256
	Iteration 26Q: 3 clusters Score -137855 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -137871.437500 Penalty: 768.812256
	Iteration 27Q: 3 clusters Score -137871.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -137887.421875 Penalty: 768.812256
	Iteration 28Q: 3 clusters Score -137887.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -137895.218750 Penalty: 768.812256
	Iteration 29Q: 3 clusters Score -137895.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -137902.765625 Penalty: 768.812256
	Iteration 30Q: 3 clusters Score -137902.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -137909.765625 Penalty: 768.812256
	Iteration 31Q: 3 clusters Score -137909.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -137922.234375 Penalty: 768.812256
	Iteration 32Q: 3 clusters Score -137922.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -137938.562500 Penalty: 768.812256
	Iteration 33Q: 3 clusters Score -137938.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -137953.750000 Penalty: 768.812256
	Iteration 34Q: 3 clusters Score -137953.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -137970.281250 Penalty: 768.812256
	Iteration 35Q: 3 clusters Score -137970.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -137987.640625 Penalty: 768.812256
	Iteration 36Q: 3 clusters Score -137987.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -138013.734375 Penalty: 768.812256
	Iteration 37Q: 3 clusters Score -138013.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -138034.390625 Penalty: 768.812256
	Iteration 38Q: 3 clusters Score -138034.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -138043.343750 Penalty: 768.812256
	Iteration 39Q: 3 clusters Score -138043.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -138047.640625 Penalty: 768.812256
	Iteration 40F: 3 clusters Score -138047.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -138048.875000 Penalty: 768.812256
	Iteration 41Q: 3 clusters Score -138048.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -138050.718750 Penalty: 768.812256
	Iteration 42Q: 3 clusters Score -138050.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -138051.812500 Penalty: 768.812256
	Iteration 43Q: 3 clusters Score -138051.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -138052.921875 Penalty: 768.812256
	Iteration 44Q: 3 clusters Score -138052.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -138054.234375 Penalty: 768.812256
	Iteration 45Q: 3 clusters Score -138054.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -138055.625000 Penalty: 768.812256
	Iteration 46Q: 3 clusters Score -138055.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -138059.296875 Penalty: 768.812256
	Iteration 47Q: 3 clusters Score -138059.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -138060.000000 Penalty: 768.812256
	Iteration 48Q: 3 clusters Score -138060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -138061.406250 Penalty: 768.812256
	Iteration 49Q: 3 clusters Score -138061.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -138061.687500 Penalty: 768.812256
	Iteration 50Q: 3 clusters Score -138061.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -138061.843750 Penalty: 768.812256
	Iteration 51Q: 3 clusters Score -138061.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -138061.937500 Penalty: 768.812256
	Iteration 52Q: 3 clusters Score -138061.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -138061.671875 Penalty: 768.812256
	Iteration 53Q: 3 clusters Score -138061.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -138061.765625 Penalty: 768.812256
	Iteration 54Q: 3 clusters Score -138061.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -138062.000000 Penalty: 768.812256
	Iteration 55Q: 3 clusters Score -138062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -138062.578125 Penalty: 768.812256
	Iteration 56Q: 3 clusters Score -138062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -138063.171875 Penalty: 768.812256
	Iteration 57Q: 3 clusters Score -138063.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -138064.937500 Penalty: 768.812256
	Iteration 58Q: 3 clusters Score -138064.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -138066.625000 Penalty: 768.812256
	Iteration 59Q: 3 clusters Score -138066.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -138068.687500 Penalty: 768.812256
	Iteration 60F: 3 clusters Score -138068.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -138069.531250 Penalty: 768.812256
	Iteration 61Q: 3 clusters Score -138069.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -138070.171875 Penalty: 768.812256
	Iteration 62Q: 3 clusters Score -138070.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -138071.500000 Penalty: 768.812256
	Iteration 63Q: 3 clusters Score -138071.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -138073.734375 Penalty: 768.812256
	Iteration 64Q: 3 clusters Score -138073.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -138075.687500 Penalty: 768.812256
	Iteration 65Q: 3 clusters Score -138075.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -138078.671875 Penalty: 768.812256
	Iteration 66Q: 3 clusters Score -138078.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -138080.390625 Penalty: 768.812256
	Iteration 67Q: 3 clusters Score -138080.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -138081.671875 Penalty: 768.812256
	Iteration 68Q: 3 clusters Score -138081.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -138082.859375 Penalty: 768.812256
	Iteration 69Q: 3 clusters Score -138082.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -138083.859375 Penalty: 768.812256
	Iteration 70Q: 3 clusters Score -138083.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -138084.875000 Penalty: 768.812256
	Iteration 71Q: 3 clusters Score -138084.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -138086.765625 Penalty: 768.812256
	Iteration 72Q: 3 clusters Score -138086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -138087.609375 Penalty: 768.812256
	Iteration 73Q: 3 clusters Score -138087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -138088.625000 Penalty: 768.812256
	Iteration 74Q: 3 clusters Score -138088.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -138089.359375 Penalty: 768.812256
	Iteration 75Q: 3 clusters Score -138089.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -138089.359375 Penalty: 768.812256
	Iteration 76F: 3 clusters Score -138089.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Entering Unmasked Estep 
Score: -398190.437500 Penalty: 426.866669
	Iteration 0F: 2 clusters Score -398190.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -390266.000000 Penalty: 853.733337
	Iteration 0F: 3 clusters Score -390266 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -393936.781250 Penalty: 853.733337
	Iteration 1F: 3 clusters Score -393936.8 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -394790.500000 Penalty: 853.733337
	Iteration 2F: 3 clusters Score -394790.5 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -395734.843750 Penalty: 853.733337
	Iteration 3F: 3 clusters Score -395734.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -396512.406250 Penalty: 853.733337
	Iteration 4F: 3 clusters Score -396512.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -396997.875000 Penalty: 853.733337
	Iteration 5Q: 3 clusters Score -396997.9 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -397289.531250 Penalty: 853.733337
	Iteration 6Q: 3 clusters Score -397289.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -397460.781250 Penalty: 853.733337
	Iteration 7Q: 3 clusters Score -397460.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -397556.500000 Penalty: 853.733337
	Iteration 8Q: 3 clusters Score -397556.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -397624.531250 Penalty: 853.733337
	Iteration 9Q: 3 clusters Score -397624.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -397678.000000 Penalty: 853.733337
	Iteration 10Q: 3 clusters Score -397678 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -397717.562500 Penalty: 853.733337
	Iteration 11Q: 3 clusters Score -397717.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -397742.531250 Penalty: 853.733337
	Iteration 12Q: 3 clusters Score -397742.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -397762.656250 Penalty: 853.733337
	Iteration 13Q: 3 clusters Score -397762.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -397779.750000 Penalty: 853.733337
	Iteration 14Q: 3 clusters Score -397779.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -397793.156250 Penalty: 853.733337
	Iteration 15Q: 3 clusters Score -397793.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -397807.687500 Penalty: 853.733337
	Iteration 16Q: 3 clusters Score -397807.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -397820.437500 Penalty: 853.733337
	Iteration 17Q: 3 clusters Score -397820.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -397832.875000 Penalty: 853.733337
	Iteration 18Q: 3 clusters Score -397832.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -397840.062500 Penalty: 853.733337
	Iteration 19Q: 3 clusters Score -397840.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -397847.218750 Penalty: 853.733337
	Iteration 20F: 3 clusters Score -397847.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -397856.562500 Penalty: 853.733337
	Iteration 21Q: 3 clusters Score -397856.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -397862.000000 Penalty: 853.733337
	Iteration 22Q: 3 clusters Score -397862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -397869.437500 Penalty: 853.733337
	Iteration 23Q: 3 clusters Score -397869.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -397872.718750 Penalty: 853.733337
	Iteration 24Q: 3 clusters Score -397872.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -397875.468750 Penalty: 853.733337
	Iteration 25Q: 3 clusters Score -397875.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -397878.062500 Penalty: 853.733337
	Iteration 26Q: 3 clusters Score -397878.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -397878.812500 Penalty: 853.733337
	Iteration 27Q: 3 clusters Score -397878.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -397881.375000 Penalty: 853.733337
	Iteration 28Q: 3 clusters Score -397881.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -397882.343750 Penalty: 853.733337
	Iteration 29Q: 3 clusters Score -397882.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -397882.625000 Penalty: 853.733337
	Iteration 30Q: 3 clusters Score -397882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -397882.625000 Penalty: 853.733337
	Iteration 31F: 3 clusters Score -397882.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 43948 members 
Mstep: Class 3 contains 7035 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 4071 members 
Mstep: Class 6 contains 1030 members 
Mstep: Class 7 contains 63612 members 
Mstep: Class 8 contains 26879 members 
Mstep: Class 9 contains 13879 members 
Mstep: Class 10 contains 4072 members 
Mstep: Class 11 contains 972 members 
Mstep: Class 12 contains 11597 members 
Mstep: Class 13 contains 2003 members 
Mstep: Class 14 contains 23749 members 
Mstep: Class 15 contains 2649 members 
Mstep: Class 16 contains 7864 members 
Mstep: Class 17 contains 1493 members 
Mstep: Class 18 contains 1613 members 
Mstep: Class 20 contains 1586 members 
Mstep: Class 21 contains 120869 members 
Mstep: Class 23 contains 4668 members 
Mstep: Class 24 contains 11869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15725980.000000 Penalty: 14978.081055
Iteration 79Q: 26 clusters Score -1.572598e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 43968 members 
Mstep: Class 3 contains 7066 members 
Mstep: Class 4 contains 11367 members 
Mstep: Class 5 contains 4070 members 
Mstep: Class 6 contains 1031 members 
Mstep: Class 7 contains 63343 members 
Mstep: Class 8 contains 27211 members 
Mstep: Class 9 contains 13773 members 
Mstep: Class 10 contains 4086 members 
Mstep: Class 11 contains 1035 members 
Mstep: Class 12 contains 11510 members 
Mstep: Class 13 contains 2010 members 
Mstep: Class 14 contains 23808 members 
Mstep: Class 15 contains 2663 members 
Mstep: Class 16 contains 8050 members 
Mstep: Class 17 contains 1531 members 
Mstep: Class 18 contains 1607 members 
Mstep: Class 19 contains 485 members 
Mstep: Class 20 contains 1526 members 
Mstep: Class 21 contains 120912 members 
Mstep: Class 22 contains 153119 members 
Mstep: Class 23 contains 4682 members 
Mstep: Class 24 contains 11854 members 
Mstep: Class 25 contains 1065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15726713.000000 Penalty: 14978.081055
Iteration 80F: 26 clusters Score -1.572671e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 65 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 44021 members 
Mstep: Class 3 contains 7071 members 
Mstep: Class 4 contains 11362 members 
Mstep: Class 5 contains 4070 members 
Mstep: Class 6 contains 1033 members 
Mstep: Class 7 contains 63100 members 
Mstep: Class 8 contains 27481 members 
Mstep: Class 9 contains 13687 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 1074 members 
Mstep: Class 12 contains 11423 members 
Mstep: Class 13 contains 2015 members 
Mstep: Class 14 contains 23876 members 
Mstep: Class 15 contains 2664 members 
Mstep: Class 16 contains 8158 members 
Mstep: Class 17 contains 1572 members 
Mstep: Class 18 contains 1597 members 
Mstep: Class 19 contains 630 members 
Mstep: Class 20 contains 1464 members 
Mstep: Class 21 contains 120945 members 
Mstep: Class 22 contains 152874 members 
Mstep: Class 23 contains 4693 members 
Mstep: Class 24 contains 11847 members 
Mstep: Class 25 contains 1092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727238.000000 Penalty: 14978.081055
Iteration 81Q: 26 clusters Score -1.572724e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 44092 members 
Mstep: Class 3 contains 7059 members 
Mstep: Class 4 contains 11350 members 
Mstep: Class 5 contains 4077 members 
Mstep: Class 6 contains 1042 members 
Mstep: Class 7 contains 62866 members 
Mstep: Class 8 contains 27755 members 
Mstep: Class 9 contains 13625 members 
Mstep: Class 10 contains 4069 members 
Mstep: Class 11 contains 1107 members 
Mstep: Class 12 contains 11344 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 23933 members 
Mstep: Class 15 contains 2667 members 
Mstep: Class 16 contains 8208 members 
Mstep: Class 17 contains 1627 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 732 members 
Mstep: Class 20 contains 1398 members 
Mstep: Class 21 contains 120963 members 
Mstep: Class 22 contains 152669 members 
Mstep: Class 23 contains 4703 members 
Mstep: Class 24 contains 11843 members 
Mstep: Class 25 contains 1107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727576.000000 Penalty: 14978.081055
Iteration 82Q: 26 clusters Score -1.572758e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 44160 members 
Mstep: Class 3 contains 7049 members 
Mstep: Class 4 contains 11358 members 
Mstep: Class 5 contains 4078 members 
Mstep: Class 6 contains 1043 members 
Mstep: Class 7 contains 62643 members 
Mstep: Class 8 contains 28013 members 
Mstep: Class 9 contains 13568 members 
Mstep: Class 10 contains 4067 members 
Mstep: Class 11 contains 1134 members 
Mstep: Class 12 contains 11266 members 
Mstep: Class 13 contains 2009 members 
Mstep: Class 14 contains 24001 members 
Mstep: Class 15 contains 2673 members 
Mstep: Class 16 contains 8249 members 
Mstep: Class 17 contains 1677 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 800 members 
Mstep: Class 20 contains 1333 members 
Mstep: Class 21 contains 121004 members 
Mstep: Class 22 contains 152471 members 
Mstep: Class 23 contains 4709 members 
Mstep: Class 24 contains 11836 members 
Mstep: Class 25 contains 1125 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727830.000000 Penalty: 14978.081055
Iteration 83Q: 26 clusters Score -1.572783e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 44227 members 
Mstep: Class 3 contains 7039 members 
Mstep: Class 4 contains 11352 members 
Mstep: Class 5 contains 4077 members 
Mstep: Class 6 contains 1044 members 
Mstep: Class 7 contains 62423 members 
Mstep: Class 8 contains 28298 members 
Mstep: Class 9 contains 13525 members 
Mstep: Class 10 contains 4062 members 
Mstep: Class 11 contains 1167 members 
Mstep: Class 12 contains 11181 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 24063 members 
Mstep: Class 15 contains 2684 members 
Mstep: Class 16 contains 8277 members 
Mstep: Class 17 contains 1728 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 853 members 
Mstep: Class 20 contains 1276 members 
Mstep: Class 21 contains 121034 members 
Mstep: Class 22 contains 152284 members 
Mstep: Class 23 contains 4714 members 
Mstep: Class 24 contains 11830 members 
Mstep: Class 25 contains 1139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15727936.000000 Penalty: 14978.081055
Iteration 84Q: 26 clusters Score -1.572794e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 44297 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 11344 members 
Mstep: Class 5 contains 4076 members 
Mstep: Class 6 contains 1040 members 
Mstep: Class 7 contains 62183 members 
Mstep: Class 8 contains 28575 members 
Mstep: Class 9 contains 13489 members 
Mstep: Class 10 contains 4071 members 
Mstep: Class 11 contains 1194 members 
Mstep: Class 12 contains 11092 members 
Mstep: Class 13 contains 2024 members 
Mstep: Class 14 contains 24112 members 
Mstep: Class 15 contains 2701 members 
Mstep: Class 16 contains 8297 members 
Mstep: Class 17 contains 1776 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 1211 members 
Mstep: Class 21 contains 121072 members 
Mstep: Class 22 contains 152124 members 
Mstep: Class 23 contains 4730 members 
Mstep: Class 24 contains 11821 members 
Mstep: Class 25 contains 1146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728053.000000 Penalty: 14978.081055
Iteration 85Q: 26 clusters Score -1.572805e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 44358 members 
Mstep: Class 3 contains 7036 members 
Mstep: Class 4 contains 11330 members 
Mstep: Class 5 contains 4079 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 61923 members 
Mstep: Class 8 contains 28842 members 
Mstep: Class 9 contains 13448 members 
Mstep: Class 10 contains 4069 members 
Mstep: Class 11 contains 1219 members 
Mstep: Class 12 contains 11000 members 
Mstep: Class 13 contains 2032 members 
Mstep: Class 14 contains 24173 members 
Mstep: Class 15 contains 2720 members 
Mstep: Class 16 contains 8324 members 
Mstep: Class 17 contains 1839 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 923 members 
Mstep: Class 20 contains 1150 members 
Mstep: Class 21 contains 121106 members 
Mstep: Class 22 contains 151998 members 
Mstep: Class 23 contains 4744 members 
Mstep: Class 24 contains 11816 members 
Mstep: Class 25 contains 1156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728096.000000 Penalty: 14978.081055
Iteration 86Q: 26 clusters Score -1.57281e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 44419 members 
Mstep: Class 3 contains 7028 members 
Mstep: Class 4 contains 11320 members 
Mstep: Class 5 contains 4081 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 61670 members 
Mstep: Class 8 contains 29120 members 
Mstep: Class 9 contains 13420 members 
Mstep: Class 10 contains 4071 members 
Mstep: Class 11 contains 1242 members 
Mstep: Class 12 contains 10914 members 
Mstep: Class 13 contains 2043 members 
Mstep: Class 14 contains 24218 members 
Mstep: Class 15 contains 2741 members 
Mstep: Class 16 contains 8342 members 
Mstep: Class 17 contains 1887 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 944 members 
Mstep: Class 20 contains 1106 members 
Mstep: Class 21 contains 121115 members 
Mstep: Class 22 contains 151892 members 
Mstep: Class 23 contains 4756 members 
Mstep: Class 24 contains 11807 members 
Mstep: Class 25 contains 1165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728219.000000 Penalty: 14978.081055
Iteration 87Q: 26 clusters Score -1.572822e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 44491 members 
Mstep: Class 3 contains 7022 members 
Mstep: Class 4 contains 11318 members 
Mstep: Class 5 contains 4090 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 61424 members 
Mstep: Class 8 contains 29395 members 
Mstep: Class 9 contains 13395 members 
Mstep: Class 10 contains 4077 members 
Mstep: Class 11 contains 1266 members 
Mstep: Class 12 contains 10829 members 
Mstep: Class 13 contains 2049 members 
Mstep: Class 14 contains 24256 members 
Mstep: Class 15 contains 2759 members 
Mstep: Class 16 contains 8356 members 
Mstep: Class 17 contains 1930 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 964 members 
Mstep: Class 20 contains 1076 members 
Mstep: Class 21 contains 121121 members 
Mstep: Class 22 contains 151769 members 
Mstep: Class 23 contains 4765 members 
Mstep: Class 24 contains 11800 members 
Mstep: Class 25 contains 1169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728255.000000 Penalty: 14978.081055
Iteration 88Q: 26 clusters Score -1.572826e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 44555 members 
Mstep: Class 3 contains 7021 members 
Mstep: Class 4 contains 11317 members 
Mstep: Class 5 contains 4092 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 61203 members 
Mstep: Class 8 contains 29634 members 
Mstep: Class 9 contains 13363 members 
Mstep: Class 10 contains 4083 members 
Mstep: Class 11 contains 1290 members 
Mstep: Class 12 contains 10742 members 
Mstep: Class 13 contains 2052 members 
Mstep: Class 14 contains 24284 members 
Mstep: Class 15 contains 2773 members 
Mstep: Class 16 contains 8379 members 
Mstep: Class 17 contains 1983 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 987 members 
Mstep: Class 20 contains 1041 members 
Mstep: Class 21 contains 121145 members 
Mstep: Class 22 contains 151655 members 
Mstep: Class 23 contains 4776 members 
Mstep: Class 24 contains 11796 members 
Mstep: Class 25 contains 1170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728445.000000 Penalty: 14978.081055
Iteration 89Q: 26 clusters Score -1.572844e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 44611 members 
Mstep: Class 3 contains 7018 members 
Mstep: Class 4 contains 11319 members 
Mstep: Class 5 contains 4100 members 
Mstep: Class 6 contains 1037 members 
Mstep: Class 7 contains 60955 members 
Mstep: Class 8 contains 29884 members 
Mstep: Class 9 contains 13333 members 
Mstep: Class 10 contains 4090 members 
Mstep: Class 11 contains 1312 members 
Mstep: Class 12 contains 10662 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 24315 members 
Mstep: Class 15 contains 2785 members 
Mstep: Class 16 contains 8406 members 
Mstep: Class 17 contains 2051 members 
Mstep: Class 18 contains 1593 members 
Mstep: Class 19 contains 1001 members 
Mstep: Class 20 contains 1006 members 
Mstep: Class 21 contains 121164 members 
Mstep: Class 22 contains 151545 members 
Mstep: Class 23 contains 4785 members 
Mstep: Class 24 contains 11790 members 
Mstep: Class 25 contains 1171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728570.000000 Penalty: 14978.081055
Iteration 90Q: 26 clusters Score -1.572857e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 44666 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 11334 members 
Mstep: Class 5 contains 4108 members 
Mstep: Class 6 contains 1037 members 
Mstep: Class 7 contains 60682 members 
Mstep: Class 8 contains 30146 members 
Mstep: Class 9 contains 13302 members 
Mstep: Class 10 contains 4095 members 
Mstep: Class 11 contains 1337 members 
Mstep: Class 12 contains 10597 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 24341 members 
Mstep: Class 15 contains 2796 members 
Mstep: Class 16 contains 8430 members 
Mstep: Class 17 contains 2099 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 988 members 
Mstep: Class 21 contains 121162 members 
Mstep: Class 22 contains 151450 members 
Mstep: Class 23 contains 4791 members 
Mstep: Class 24 contains 11784 members 
Mstep: Class 25 contains 1172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728714.000000 Penalty: 14978.081055
Iteration 91Q: 26 clusters Score -1.572871e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 44735 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 11352 members 
Mstep: Class 5 contains 4107 members 
Mstep: Class 6 contains 1038 members 
Mstep: Class 7 contains 60414 members 
Mstep: Class 8 contains 30433 members 
Mstep: Class 9 contains 13274 members 
Mstep: Class 10 contains 4102 members 
Mstep: Class 11 contains 1351 members 
Mstep: Class 12 contains 10522 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 24352 members 
Mstep: Class 15 contains 2803 members 
Mstep: Class 16 contains 8455 members 
Mstep: Class 17 contains 2159 members 
Mstep: Class 18 contains 1594 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 957 members 
Mstep: Class 21 contains 121153 members 
Mstep: Class 22 contains 151383 members 
Mstep: Class 23 contains 4795 members 
Mstep: Class 24 contains 11781 members 
Mstep: Class 25 contains 1172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728815.000000 Penalty: 14978.081055
Iteration 92Q: 26 clusters Score -1.572882e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 44788 members 
Mstep: Class 3 contains 7014 members 
Mstep: Class 4 contains 11370 members 
Mstep: Class 5 contains 4107 members 
Mstep: Class 6 contains 1037 members 
Mstep: Class 7 contains 60211 members 
Mstep: Class 8 contains 30696 members 
Mstep: Class 9 contains 13255 members 
Mstep: Class 10 contains 4109 members 
Mstep: Class 11 contains 1362 members 
Mstep: Class 12 contains 10439 members 
Mstep: Class 13 contains 2061 members 
Mstep: Class 14 contains 24376 members 
Mstep: Class 15 contains 2815 members 
Mstep: Class 16 contains 8475 members 
Mstep: Class 17 contains 2220 members 
Mstep: Class 18 contains 1592 members 
Mstep: Class 19 contains 1015 members 
Mstep: Class 20 contains 931 members 
Mstep: Class 21 contains 121136 members 
Mstep: Class 22 contains 151278 members 
Mstep: Class 23 contains 4805 members 
Mstep: Class 24 contains 11781 members 
Mstep: Class 25 contains 1173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15728940.000000 Penalty: 14978.081055
Iteration 93Q: 26 clusters Score -1.572894e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 44855 members 
Mstep: Class 3 contains 7020 members 
Mstep: Class 4 contains 11382 members 
Mstep: Class 5 contains 4109 members 
Mstep: Class 6 contains 1039 members 
Mstep: Class 7 contains 59962 members 
Mstep: Class 8 contains 30971 members 
Mstep: Class 9 contains 13246 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 1368 members 
Mstep: Class 12 contains 10372 members 
Mstep: Class 13 contains 2058 members 
Mstep: Class 14 contains 24395 members 
Mstep: Class 15 contains 2819 members 
Mstep: Class 16 contains 8496 members 
Mstep: Class 17 contains 2284 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 906 members 
Mstep: Class 21 contains 121110 members 
Mstep: Class 22 contains 151179 members 
Mstep: Class 23 contains 4812 members 
Mstep: Class 24 contains 11783 members 
Mstep: Class 25 contains 1174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729059.000000 Penalty: 14978.081055
Iteration 94Q: 26 clusters Score -1.572906e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 44933 members 
Mstep: Class 3 contains 7016 members 
Mstep: Class 4 contains 11398 members 
Mstep: Class 5 contains 4108 members 
Mstep: Class 6 contains 1041 members 
Mstep: Class 7 contains 59755 members 
Mstep: Class 8 contains 31204 members 
Mstep: Class 9 contains 13232 members 
Mstep: Class 10 contains 4116 members 
Mstep: Class 11 contains 1381 members 
Mstep: Class 12 contains 10293 members 
Mstep: Class 13 contains 2053 members 
Mstep: Class 14 contains 24413 members 
Mstep: Class 15 contains 2821 members 
Mstep: Class 16 contains 8508 members 
Mstep: Class 17 contains 2341 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 878 members 
Mstep: Class 21 contains 121116 members 
Mstep: Class 22 contains 151083 members 
Mstep: Class 23 contains 4813 members 
Mstep: Class 24 contains 11783 members 
Mstep: Class 25 contains 1176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729125.000000 Penalty: 14978.081055
Iteration 95Q: 26 clusters Score -1.572912e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 44999 members 
Mstep: Class 3 contains 7011 members 
Mstep: Class 4 contains 11421 members 
Mstep: Class 5 contains 4106 members 
Mstep: Class 6 contains 1048 members 
Mstep: Class 7 contains 59591 members 
Mstep: Class 8 contains 31418 members 
Mstep: Class 9 contains 13218 members 
Mstep: Class 10 contains 4114 members 
Mstep: Class 11 contains 1398 members 
Mstep: Class 12 contains 10198 members 
Mstep: Class 13 contains 2047 members 
Mstep: Class 14 contains 24438 members 
Mstep: Class 15 contains 2828 members 
Mstep: Class 16 contains 8519 members 
Mstep: Class 17 contains 2381 members 
Mstep: Class 18 contains 1590 members 
Mstep: Class 19 contains 1025 members 
Mstep: Class 20 contains 846 members 
Mstep: Class 21 contains 121125 members 
Mstep: Class 22 contains 151001 members 
Mstep: Class 23 contains 4806 members 
Mstep: Class 24 contains 11786 members 
Mstep: Class 25 contains 1181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729235.000000 Penalty: 14978.081055
Iteration 96Q: 26 clusters Score -1.572924e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 45057 members 
Mstep: Class 3 contains 6996 members 
Mstep: Class 4 contains 11452 members 
Mstep: Class 5 contains 4097 members 
Mstep: Class 6 contains 1051 members 
Mstep: Class 7 contains 59420 members 
Mstep: Class 8 contains 31625 members 
Mstep: Class 9 contains 13202 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 1402 members 
Mstep: Class 12 contains 10090 members 
Mstep: Class 13 contains 2046 members 
Mstep: Class 14 contains 24461 members 
Mstep: Class 15 contains 2836 members 
Mstep: Class 16 contains 8530 members 
Mstep: Class 17 contains 2424 members 
Mstep: Class 18 contains 1591 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 831 members 
Mstep: Class 21 contains 121146 members 
Mstep: Class 22 contains 150931 members 
Mstep: Class 23 contains 4801 members 
Mstep: Class 24 contains 11790 members 
Mstep: Class 25 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729265.000000 Penalty: 14978.081055
Iteration 97Q: 26 clusters Score -1.572926e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 45116 members 
Mstep: Class 3 contains 6986 members 
Mstep: Class 4 contains 11475 members 
Mstep: Class 5 contains 4098 members 
Mstep: Class 6 contains 1057 members 
Mstep: Class 7 contains 59277 members 
Mstep: Class 8 contains 31832 members 
Mstep: Class 9 contains 13188 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 1408 members 
Mstep: Class 12 contains 9974 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 24477 members 
Mstep: Class 15 contains 2847 members 
Mstep: Class 16 contains 8538 members 
Mstep: Class 17 contains 2473 members 
Mstep: Class 18 contains 1588 members 
Mstep: Class 19 contains 1048 members 
Mstep: Class 20 contains 818 members 
Mstep: Class 21 contains 121136 members 
Mstep: Class 22 contains 150866 members 
Mstep: Class 23 contains 4807 members 
Mstep: Class 24 contains 11796 members 
Mstep: Class 25 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729333.000000 Penalty: 14978.081055
Iteration 98Q: 26 clusters Score -1.572933e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 45172 members 
Mstep: Class 3 contains 6975 members 
Mstep: Class 4 contains 11496 members 
Mstep: Class 5 contains 4099 members 
Mstep: Class 6 contains 1064 members 
Mstep: Class 7 contains 59143 members 
Mstep: Class 8 contains 32026 members 
Mstep: Class 9 contains 13170 members 
Mstep: Class 10 contains 4117 members 
Mstep: Class 11 contains 1416 members 
Mstep: Class 12 contains 9888 members 
Mstep: Class 13 contains 2028 members 
Mstep: Class 14 contains 24486 members 
Mstep: Class 15 contains 2856 members 
Mstep: Class 16 contains 8541 members 
Mstep: Class 17 contains 2503 members 
Mstep: Class 18 contains 1586 members 
Mstep: Class 19 contains 1063 members 
Mstep: Class 20 contains 800 members 
Mstep: Class 21 contains 121121 members 
Mstep: Class 22 contains 150808 members 
Mstep: Class 23 contains 4813 members 
Mstep: Class 24 contains 11810 members 
Mstep: Class 25 contains 1183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729543.000000 Penalty: 14978.081055
Iteration 99Q: 26 clusters Score -1.572954e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 54 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 45236 members 
Mstep: Class 3 contains 6971 members 
Mstep: Class 4 contains 11527 members 
Mstep: Class 5 contains 4095 members 
Mstep: Class 6 contains 1072 members 
Mstep: Class 7 contains 59000 members 
Mstep: Class 8 contains 32209 members 
Mstep: Class 9 contains 13155 members 
Mstep: Class 10 contains 4125 members 
Mstep: Class 11 contains 1420 members 
Mstep: Class 12 contains 9797 members 
Mstep: Class 13 contains 2025 members 
Mstep: Class 14 contains 24494 members 
Mstep: Class 15 contains 2868 members 
Mstep: Class 16 contains 8542 members 
Mstep: Class 17 contains 2527 members 
Mstep: Class 18 contains 1583 members 
Mstep: Class 19 contains 1068 members 
Mstep: Class 20 contains 789 members 
Mstep: Class 21 contains 121099 members 
Mstep: Class 22 contains 150754 members 
Mstep: Class 23 contains 4823 members 
Mstep: Class 24 contains 11819 members 
Mstep: Class 25 contains 1183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729635.000000 Penalty: 14978.081055
Iteration 100F: 26 clusters Score -1.572964e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 50 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 45277 members 
Mstep: Class 3 contains 6958 members 
Mstep: Class 4 contains 11541 members 
Mstep: Class 5 contains 4087 members 
Mstep: Class 6 contains 1084 members 
Mstep: Class 7 contains 58867 members 
Mstep: Class 8 contains 32381 members 
Mstep: Class 9 contains 13139 members 
Mstep: Class 10 contains 4128 members 
Mstep: Class 11 contains 1425 members 
Mstep: Class 12 contains 9720 members 
Mstep: Class 13 contains 2024 members 
Mstep: Class 14 contains 24504 members 
Mstep: Class 15 contains 2881 members 
Mstep: Class 16 contains 8543 members 
Mstep: Class 17 contains 2576 members 
Mstep: Class 18 contains 1580 members 
Mstep: Class 19 contains 1077 members 
Mstep: Class 20 contains 775 members 
Mstep: Class 21 contains 121084 members 
Mstep: Class 22 contains 150702 members 
Mstep: Class 23 contains 4831 members 
Mstep: Class 24 contains 11826 members 
Mstep: Class 25 contains 1183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729776.000000 Penalty: 14978.081055
Iteration 101Q: 26 clusters Score -1.572978e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 45298 members 
Mstep: Class 3 contains 6952 members 
Mstep: Class 4 contains 11554 members 
Mstep: Class 5 contains 4082 members 
Mstep: Class 6 contains 1104 members 
Mstep: Class 7 contains 58716 members 
Mstep: Class 8 contains 32571 members 
Mstep: Class 9 contains 13130 members 
Mstep: Class 10 contains 4130 members 
Mstep: Class 11 contains 1432 members 
Mstep: Class 12 contains 9625 members 
Mstep: Class 13 contains 2026 members 
Mstep: Class 14 contains 24519 members 
Mstep: Class 15 contains 2890 members 
Mstep: Class 16 contains 8554 members 
Mstep: Class 17 contains 2619 members 
Mstep: Class 18 contains 1577 members 
Mstep: Class 19 contains 1075 members 
Mstep: Class 20 contains 763 members 
Mstep: Class 21 contains 121072 members 
Mstep: Class 22 contains 150656 members 
Mstep: Class 23 contains 4845 members 
Mstep: Class 24 contains 11835 members 
Mstep: Class 25 contains 1183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729850.000000 Penalty: 14978.081055
Iteration 102Q: 26 clusters Score -1.572985e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 45312 members 
Mstep: Class 3 contains 6942 members 
Mstep: Class 4 contains 11564 members 
Mstep: Class 5 contains 4081 members 
Mstep: Class 6 contains 1128 members 
Mstep: Class 7 contains 58589 members 
Mstep: Class 8 contains 32732 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 4134 members 
Mstep: Class 11 contains 1434 members 
Mstep: Class 12 contains 9537 members 
Mstep: Class 13 contains 2033 members 
Mstep: Class 14 contains 24532 members 
Mstep: Class 15 contains 2899 members 
Mstep: Class 16 contains 8561 members 
Mstep: Class 17 contains 2670 members 
Mstep: Class 18 contains 1579 members 
Mstep: Class 19 contains 1072 members 
Mstep: Class 20 contains 744 members 
Mstep: Class 21 contains 121063 members 
Mstep: Class 22 contains 150617 members 
Mstep: Class 23 contains 4868 members 
Mstep: Class 24 contains 11837 members 
Mstep: Class 25 contains 1183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15729928.000000 Penalty: 14978.081055
Iteration 103Q: 26 clusters Score -1.572993e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 45341 members 
Mstep: Class 3 contains 6923 members 
Mstep: Class 4 contains 11575 members 
Mstep: Class 5 contains 4083 members 
Mstep: Class 6 contains 1158 members 
Mstep: Class 7 contains 58445 members 
Mstep: Class 8 contains 32886 members 
Mstep: Class 9 contains 13117 members 
Mstep: Class 10 contains 4136 members 
Mstep: Class 11 contains 1439 members 
Mstep: Class 12 contains 9443 members 
Mstep: Class 13 contains 2037 members 
Mstep: Class 14 contains 24541 members 
Mstep: Class 15 contains 2912 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 2736 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 1064 members 
Mstep: Class 20 contains 727 members 
Mstep: Class 21 contains 121054 members 
Mstep: Class 22 contains 150590 members 
Mstep: Class 23 contains 4884 members 
Mstep: Class 24 contains 11826 members 
Mstep: Class 25 contains 1184 members 
Entering Unmasked Estep 
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Iteration 104Q: 26 clusters Score -1.573021e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 45337 members 
Mstep: Class 3 contains 6905 members 
Mstep: Class 4 contains 11578 members 
Mstep: Class 5 contains 4081 members 
Mstep: Class 6 contains 1194 members 
Mstep: Class 7 contains 58290 members 
Mstep: Class 8 contains 33011 members 
Mstep: Class 9 contains 13114 members 
Mstep: Class 10 contains 4135 members 
Mstep: Class 11 contains 1445 members 
Mstep: Class 12 contains 9363 members 
Mstep: Class 13 contains 2044 members 
Mstep: Class 14 contains 24553 members 
Mstep: Class 15 contains 2927 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 2848 members 
Mstep: Class 18 contains 1578 members 
Mstep: Class 19 contains 1053 members 
Mstep: Class 20 contains 719 members 
Mstep: Class 21 contains 121055 members 
Mstep: Class 22 contains 150557 members 
Mstep: Class 23 contains 4899 members 
Mstep: Class 24 contains 11823 members 
Mstep: Class 25 contains 1185 members 
Entering Unmasked Estep 
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Iteration 105Q: 26 clusters Score -1.573058e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 45336 members 
Mstep: Class 3 contains 6870 members 
Mstep: Class 4 contains 11594 members 
Mstep: Class 5 contains 4086 members 
Mstep: Class 6 contains 1230 members 
Mstep: Class 7 contains 58156 members 
Mstep: Class 8 contains 33102 members 
Mstep: Class 9 contains 13110 members 
Mstep: Class 10 contains 4137 members 
Mstep: Class 11 contains 1451 members 
Mstep: Class 12 contains 9286 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 24567 members 
Mstep: Class 15 contains 2954 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 2962 members 
Mstep: Class 18 contains 1576 members 
Mstep: Class 19 contains 1045 members 
Mstep: Class 20 contains 706 members 
Mstep: Class 21 contains 121047 members 
Mstep: Class 22 contains 150514 members 
Mstep: Class 23 contains 4921 members 
Mstep: Class 24 contains 11817 members 
Mstep: Class 25 contains 1185 members 
Entering Unmasked Estep 
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Iteration 106Q: 26 clusters Score -1.57308e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 45354 members 
Mstep: Class 3 contains 6842 members 
Mstep: Class 4 contains 11608 members 
Mstep: Class 5 contains 4085 members 
Mstep: Class 6 contains 1265 members 
Mstep: Class 7 contains 58024 members 
Mstep: Class 8 contains 33164 members 
Mstep: Class 9 contains 13102 members 
Mstep: Class 10 contains 4140 members 
Mstep: Class 11 contains 1459 members 
Mstep: Class 12 contains 9186 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 24579 members 
Mstep: Class 15 contains 2965 members 
Mstep: Class 16 contains 8583 members 
Mstep: Class 17 contains 3114 members 
Mstep: Class 18 contains 1573 members 
Mstep: Class 19 contains 1046 members 
Mstep: Class 20 contains 701 members 
Mstep: Class 21 contains 121042 members 
Mstep: Class 22 contains 150475 members 
Mstep: Class 23 contains 4939 members 
Mstep: Class 24 contains 11808 members 
Mstep: Class 25 contains 1185 members 
Entering Unmasked Estep 
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Iteration 107Q: 26 clusters Score -1.573101e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 45357 members 
Mstep: Class 3 contains 6813 members 
Mstep: Class 4 contains 11621 members 
Mstep: Class 5 contains 4082 members 
Mstep: Class 6 contains 1301 members 
Mstep: Class 7 contains 57907 members 
Mstep: Class 8 contains 33208 members 
Mstep: Class 9 contains 13099 members 
Mstep: Class 10 contains 4145 members 
Mstep: Class 11 contains 1467 members 
Mstep: Class 12 contains 9075 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 24593 members 
Mstep: Class 15 contains 2981 members 
Mstep: Class 16 contains 8592 members 
Mstep: Class 17 contains 3290 members 
Mstep: Class 18 contains 1566 members 
Mstep: Class 19 contains 1045 members 
Mstep: Class 20 contains 694 members 
Mstep: Class 21 contains 121044 members 
Mstep: Class 22 contains 150452 members 
Mstep: Class 23 contains 4955 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 1184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731177.000000 Penalty: 14978.081055
Iteration 108Q: 26 clusters Score -1.573118e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 45369 members 
Mstep: Class 3 contains 6784 members 
Mstep: Class 4 contains 11635 members 
Mstep: Class 5 contains 4075 members 
Mstep: Class 6 contains 1316 members 
Mstep: Class 7 contains 57809 members 
Mstep: Class 8 contains 33245 members 
Mstep: Class 9 contains 13086 members 
Mstep: Class 10 contains 4147 members 
Mstep: Class 11 contains 1471 members 
Mstep: Class 12 contains 8966 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 24599 members 
Mstep: Class 15 contains 2997 members 
Mstep: Class 16 contains 8595 members 
Mstep: Class 17 contains 3476 members 
Mstep: Class 18 contains 1559 members 
Mstep: Class 19 contains 1039 members 
Mstep: Class 20 contains 687 members 
Mstep: Class 21 contains 121040 members 
Mstep: Class 22 contains 150433 members 
Mstep: Class 23 contains 4979 members 
Mstep: Class 24 contains 11771 members 
Mstep: Class 25 contains 1185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731307.000000 Penalty: 14978.081055
Iteration 109Q: 26 clusters Score -1.573131e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 48 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 45372 members 
Mstep: Class 3 contains 6766 members 
Mstep: Class 4 contains 11649 members 
Mstep: Class 5 contains 4074 members 
Mstep: Class 6 contains 1325 members 
Mstep: Class 7 contains 57732 members 
Mstep: Class 8 contains 33287 members 
Mstep: Class 9 contains 13079 members 
Mstep: Class 10 contains 4146 members 
Mstep: Class 11 contains 1476 members 
Mstep: Class 12 contains 8853 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 24611 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 8595 members 
Mstep: Class 17 contains 3661 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 1033 members 
Mstep: Class 20 contains 680 members 
Mstep: Class 21 contains 121022 members 
Mstep: Class 22 contains 150412 members 
Mstep: Class 23 contains 4991 members 
Mstep: Class 24 contains 11761 members 
Mstep: Class 25 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731378.000000 Penalty: 14978.081055
Iteration 110Q: 26 clusters Score -1.573138e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 45368 members 
Mstep: Class 3 contains 6744 members 
Mstep: Class 4 contains 11661 members 
Mstep: Class 5 contains 4080 members 
Mstep: Class 6 contains 1338 members 
Mstep: Class 7 contains 57660 members 
Mstep: Class 8 contains 33336 members 
Mstep: Class 9 contains 13072 members 
Mstep: Class 10 contains 4146 members 
Mstep: Class 11 contains 1481 members 
Mstep: Class 12 contains 8736 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 24618 members 
Mstep: Class 15 contains 3007 members 
Mstep: Class 16 contains 8591 members 
Mstep: Class 17 contains 3857 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 1027 members 
Mstep: Class 20 contains 678 members 
Mstep: Class 21 contains 120988 members 
Mstep: Class 22 contains 150395 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 11755 members 
Mstep: Class 25 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731463.000000 Penalty: 14978.081055
Iteration 111Q: 26 clusters Score -1.573146e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 45371 members 
Mstep: Class 3 contains 6723 members 
Mstep: Class 4 contains 11660 members 
Mstep: Class 5 contains 4072 members 
Mstep: Class 6 contains 1352 members 
Mstep: Class 7 contains 57606 members 
Mstep: Class 8 contains 33385 members 
Mstep: Class 9 contains 13067 members 
Mstep: Class 10 contains 4144 members 
Mstep: Class 11 contains 1482 members 
Mstep: Class 12 contains 8619 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 24621 members 
Mstep: Class 15 contains 3008 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 4030 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 1024 members 
Mstep: Class 20 contains 675 members 
Mstep: Class 21 contains 120957 members 
Mstep: Class 22 contains 150396 members 
Mstep: Class 23 contains 5004 members 
Mstep: Class 24 contains 11752 members 
Mstep: Class 25 contains 1186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731540.000000 Penalty: 14978.081055
Iteration 112Q: 26 clusters Score -1.573154e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 45390 members 
Mstep: Class 3 contains 6701 members 
Mstep: Class 4 contains 11663 members 
Mstep: Class 5 contains 4068 members 
Mstep: Class 6 contains 1357 members 
Mstep: Class 7 contains 57528 members 
Mstep: Class 8 contains 33439 members 
Mstep: Class 9 contains 13065 members 
Mstep: Class 10 contains 4143 members 
Mstep: Class 11 contains 1480 members 
Mstep: Class 12 contains 8496 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 24625 members 
Mstep: Class 15 contains 3009 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 4195 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 1019 members 
Mstep: Class 20 contains 673 members 
Mstep: Class 21 contains 120945 members 
Mstep: Class 22 contains 150399 members 
Mstep: Class 23 contains 5013 members 
Mstep: Class 24 contains 11745 members 
Mstep: Class 25 contains 1187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731721.000000 Penalty: 14978.081055
Iteration 113Q: 26 clusters Score -1.573172e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 47 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 45390 members 
Mstep: Class 3 contains 6687 members 
Mstep: Class 4 contains 11667 members 
Mstep: Class 5 contains 4065 members 
Mstep: Class 6 contains 1353 members 
Mstep: Class 7 contains 57442 members 
Mstep: Class 8 contains 33502 members 
Mstep: Class 9 contains 13063 members 
Mstep: Class 10 contains 4141 members 
Mstep: Class 11 contains 1482 members 
Mstep: Class 12 contains 8402 members 
Mstep: Class 13 contains 2061 members 
Mstep: Class 14 contains 24622 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 8594 members 
Mstep: Class 17 contains 4340 members 
Mstep: Class 18 contains 1548 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 671 members 
Mstep: Class 21 contains 120931 members 
Mstep: Class 22 contains 150406 members 
Mstep: Class 23 contains 5023 members 
Mstep: Class 24 contains 11739 members 
Mstep: Class 25 contains 1188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731804.000000 Penalty: 14978.081055
Iteration 114Q: 26 clusters Score -1.57318e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 46 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 45393 members 
Mstep: Class 3 contains 6672 members 
Mstep: Class 4 contains 11676 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 1353 members 
Mstep: Class 7 contains 57373 members 
Mstep: Class 8 contains 33582 members 
Mstep: Class 9 contains 13064 members 
Mstep: Class 10 contains 4142 members 
Mstep: Class 11 contains 1484 members 
Mstep: Class 12 contains 8296 members 
Mstep: Class 13 contains 2063 members 
Mstep: Class 14 contains 24622 members 
Mstep: Class 15 contains 3015 members 
Mstep: Class 16 contains 8595 members 
Mstep: Class 17 contains 4470 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 1012 members 
Mstep: Class 20 contains 666 members 
Mstep: Class 21 contains 120919 members 
Mstep: Class 22 contains 150406 members 
Mstep: Class 23 contains 5025 members 
Mstep: Class 24 contains 11735 members 
Mstep: Class 25 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731864.000000 Penalty: 14978.081055
Iteration 115Q: 26 clusters Score -1.573186e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 44 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 45398 members 
Mstep: Class 3 contains 6665 members 
Mstep: Class 4 contains 11686 members 
Mstep: Class 5 contains 4050 members 
Mstep: Class 6 contains 1355 members 
Mstep: Class 7 contains 57321 members 
Mstep: Class 8 contains 33668 members 
Mstep: Class 9 contains 13067 members 
Mstep: Class 10 contains 4141 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 8202 members 
Mstep: Class 13 contains 2061 members 
Mstep: Class 14 contains 24621 members 
Mstep: Class 15 contains 3012 members 
Mstep: Class 16 contains 8601 members 
Mstep: Class 17 contains 4587 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 1004 members 
Mstep: Class 20 contains 663 members 
Mstep: Class 21 contains 120880 members 
Mstep: Class 22 contains 150400 members 
Mstep: Class 23 contains 5023 members 
Mstep: Class 24 contains 11738 members 
Mstep: Class 25 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15731954.000000 Penalty: 14978.081055
Iteration 116Q: 26 clusters Score -1.573195e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 45405 members 
Mstep: Class 3 contains 6653 members 
Mstep: Class 4 contains 11677 members 
Mstep: Class 5 contains 4049 members 
Mstep: Class 6 contains 1362 members 
Mstep: Class 7 contains 57284 members 
Mstep: Class 8 contains 33745 members 
Mstep: Class 9 contains 13064 members 
Mstep: Class 10 contains 4142 members 
Mstep: Class 11 contains 1487 members 
Mstep: Class 12 contains 8122 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 24622 members 
Mstep: Class 15 contains 3013 members 
Mstep: Class 16 contains 8606 members 
Mstep: Class 17 contains 4679 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 661 members 
Mstep: Class 21 contains 120855 members 
Mstep: Class 22 contains 150396 members 
Mstep: Class 23 contains 5015 members 
Mstep: Class 24 contains 11739 members 
Mstep: Class 25 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732047.000000 Penalty: 14978.081055
Iteration 117Q: 26 clusters Score -1.573205e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 45412 members 
Mstep: Class 3 contains 6643 members 
Mstep: Class 4 contains 11667 members 
Mstep: Class 5 contains 4044 members 
Mstep: Class 6 contains 1365 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 33824 members 
Mstep: Class 9 contains 13066 members 
Mstep: Class 10 contains 4144 members 
Mstep: Class 11 contains 1488 members 
Mstep: Class 12 contains 8053 members 
Mstep: Class 13 contains 2056 members 
Mstep: Class 14 contains 24610 members 
Mstep: Class 15 contains 3018 members 
Mstep: Class 16 contains 8612 members 
Mstep: Class 17 contains 4740 members 
Mstep: Class 18 contains 1551 members 
Mstep: Class 19 contains 1006 members 
Mstep: Class 20 contains 655 members 
Mstep: Class 21 contains 120828 members 
Mstep: Class 22 contains 150413 members 
Mstep: Class 23 contains 5015 members 
Mstep: Class 24 contains 11735 members 
Mstep: Class 25 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732011.000000 Penalty: 14978.081055
Iteration 118Q: 26 clusters Score -1.573201e+07 nChanged 441
Entering ConstructFrom: 
Score: -15732011.000000 Penalty: 14978.081055
Entering ConstructFrom: 
Trying to split cluster 1 (670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Entering Unmasked Estep 
Score: -25361.759766 Penalty: 296.081116
	Iteration 0F: 2 clusters Score -25361.76 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -24758.462891 Penalty: 592.162231
	Iteration 0F: 3 clusters Score -24758.46 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -24882.738281 Penalty: 592.162231
	Iteration 1F: 3 clusters Score -24882.74 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -24918.789062 Penalty: 592.162231
	Iteration 2F: 3 clusters Score -24918.79 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -24942.240234 Penalty: 592.162231
	Iteration 3F: 3 clusters Score -24942.24 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -24956.396484 Penalty: 592.162231
	Iteration 4Q: 3 clusters Score -24956.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -24963.611328 Penalty: 592.162231
	Iteration 5Q: 3 clusters Score -24963.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -24970.921875 Penalty: 592.162231
	Iteration 6Q: 3 clusters Score -24970.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -24976.218750 Penalty: 592.162231
	Iteration 7Q: 3 clusters Score -24976.22 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -24982.550781 Penalty: 592.162231
	Iteration 8Q: 3 clusters Score -24982.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -24985.630859 Penalty: 592.162231
	Iteration 9Q: 3 clusters Score -24985.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -24987.414062 Penalty: 592.162231
	Iteration 10Q: 3 clusters Score -24987.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -24988.945312 Penalty: 592.162231
	Iteration 11Q: 3 clusters Score -24988.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -24991.277344 Penalty: 592.162231
	Iteration 12Q: 3 clusters Score -24991.28 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -24992.070312 Penalty: 592.162231
	Iteration 13Q: 3 clusters Score -24992.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -24994.292969 Penalty: 592.162231
	Iteration 14Q: 3 clusters Score -24994.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -24997.353516 Penalty: 592.162231
	Iteration 15Q: 3 clusters Score -24997.35 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -24998.552734 Penalty: 592.162231
	Iteration 16Q: 3 clusters Score -24998.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -24999.603516 Penalty: 592.162231
	Iteration 17Q: 3 clusters Score -24999.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -25000.671875 Penalty: 592.162231
	Iteration 18Q: 3 clusters Score -25000.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -25005.042969 Penalty: 592.162231
	Iteration 19Q: 3 clusters Score -25005.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -25009.794922 Penalty: 592.162231
	Iteration 20F: 3 clusters Score -25009.79 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -25013.558594 Penalty: 592.162231
	Iteration 21Q: 3 clusters Score -25013.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -25015.855469 Penalty: 592.162231
	Iteration 22Q: 3 clusters Score -25015.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -25016.619141 Penalty: 592.162231
	Iteration 23Q: 3 clusters Score -25016.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -25017.560547 Penalty: 592.162231
	Iteration 24Q: 3 clusters Score -25017.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -25019.121094 Penalty: 592.162231
	Iteration 25Q: 3 clusters Score -25019.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -25020.648438 Penalty: 592.162231
	Iteration 26Q: 3 clusters Score -25020.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -25021.072266 Penalty: 592.162231
	Iteration 27Q: 3 clusters Score -25021.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -25021.072266 Penalty: 592.162231
	Iteration 28F: 3 clusters Score -25021.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (45404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45404 members 
Entering Unmasked Estep 
Score: -1410056.875000 Penalty: 487.912659
	Iteration 0F: 2 clusters Score -1410057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -1379741.250000 Penalty: 975.825317
	Iteration 0F: 3 clusters Score -1379741 nChanged 21987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -1393517.000000 Penalty: 975.825317
	Iteration 1F: 3 clusters Score -1393517 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 26599 members 
Entering Unmasked Estep 
Score: -1394636.375000 Penalty: 975.825317
	Iteration 2F: 3 clusters Score -1394636 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -1396031.000000 Penalty: 975.825317
	Iteration 3F: 3 clusters Score -1396031 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 30627 members 
Entering Unmasked Estep 
Score: -1397755.125000 Penalty: 975.825317
	Iteration 4F: 3 clusters Score -1397755 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -1399772.125000 Penalty: 975.825317
	Iteration 5F: 3 clusters Score -1399772 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -1401930.875000 Penalty: 975.825317
	Iteration 6F: 3 clusters Score -1401931 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 38117 members 
Entering Unmasked Estep 
Score: -1404276.125000 Penalty: 975.825317
	Iteration 7F: 3 clusters Score -1404276 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -1406360.250000 Penalty: 975.825317
	Iteration 8Q: 3 clusters Score -1406360 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -1407766.375000 Penalty: 975.825317
	Iteration 9Q: 3 clusters Score -1407766 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -1408570.125000 Penalty: 975.825317
	Iteration 10Q: 3 clusters Score -1408570 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 42510 members 
Entering Unmasked Estep 
Score: -1408920.375000 Penalty: 975.825317
	Iteration 11Q: 3 clusters Score -1408920 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 42796 members 
Entering Unmasked Estep 
Score: -1409125.625000 Penalty: 975.825317
	Iteration 12Q: 3 clusters Score -1409126 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 43042 members 
Entering Unmasked Estep 
Score: -1409257.375000 Penalty: 975.825317
	Iteration 13Q: 3 clusters Score -1409257 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -1409333.875000 Penalty: 975.825317
	Iteration 14Q: 3 clusters Score -1409334 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -1409385.750000 Penalty: 975.825317
	Iteration 15Q: 3 clusters Score -1409386 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 43499 members 
Entering Unmasked Estep 
Score: -1409415.500000 Penalty: 975.825317
	Iteration 16Q: 3 clusters Score -1409416 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 43595 members 
Entering Unmasked Estep 
Score: -1409439.750000 Penalty: 975.825317
	Iteration 17Q: 3 clusters Score -1409440 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 43667 members 
Entering Unmasked Estep 
Score: -1409457.875000 Penalty: 975.825317
	Iteration 18Q: 3 clusters Score -1409458 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -1409473.750000 Penalty: 975.825317
	Iteration 19Q: 3 clusters Score -1409474 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -1409490.125000 Penalty: 975.825317
	Iteration 20F: 3 clusters Score -1409490 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 43876 members 
Entering Unmasked Estep 
Score: -1409512.500000 Penalty: 975.825317
	Iteration 21Q: 3 clusters Score -1409512 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -1409532.250000 Penalty: 975.825317
	Iteration 22Q: 3 clusters Score -1409532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -1409547.625000 Penalty: 975.825317
	Iteration 23Q: 3 clusters Score -1409548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -1409558.125000 Penalty: 975.825317
	Iteration 24Q: 3 clusters Score -1409558 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -1409568.000000 Penalty: 975.825317
	Iteration 25Q: 3 clusters Score -1409568 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 44140 members 
Entering Unmasked Estep 
Score: -1409582.375000 Penalty: 975.825317
	Iteration 26Q: 3 clusters Score -1409582 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -1409597.500000 Penalty: 975.825317
	Iteration 27Q: 3 clusters Score -1409598 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -1409611.625000 Penalty: 975.825317
	Iteration 28Q: 3 clusters Score -1409612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -1409625.625000 Penalty: 975.825317
	Iteration 29Q: 3 clusters Score -1409626 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -1409634.250000 Penalty: 975.825317
	Iteration 30Q: 3 clusters Score -1409634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -1409642.000000 Penalty: 975.825317
	Iteration 31Q: 3 clusters Score -1409642 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -1409649.250000 Penalty: 975.825317
	Iteration 32Q: 3 clusters Score -1409649 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 44432 members 
Entering Unmasked Estep 
Score: -1409659.750000 Penalty: 975.825317
	Iteration 33Q: 3 clusters Score -1409660 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -1409663.625000 Penalty: 975.825317
	Iteration 34Q: 3 clusters Score -1409664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -1409673.250000 Penalty: 975.825317
	Iteration 35Q: 3 clusters Score -1409673 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 44514 members 
Entering Unmasked Estep 
Score: -1409679.125000 Penalty: 975.825317
	Iteration 36Q: 3 clusters Score -1409679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -1409680.125000 Penalty: 975.825317
	Iteration 37Q: 3 clusters Score -1409680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 44545 members 
Entering Unmasked Estep 
Score: -1409682.750000 Penalty: 975.825317
	Iteration 38Q: 3 clusters Score -1409683 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -1409686.000000 Penalty: 975.825317
	Iteration 39Q: 3 clusters Score -1409686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -1409686.625000 Penalty: 975.825317
	Iteration 40F: 3 clusters Score -1409687 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -1409689.250000 Penalty: 975.825317
	Iteration 41Q: 3 clusters Score -1409689 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -1409690.125000 Penalty: 975.825317
	Iteration 42Q: 3 clusters Score -1409690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -1409691.625000 Penalty: 975.825317
	Iteration 43Q: 3 clusters Score -1409692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -1409688.750000 Penalty: 975.825317
	Iteration 44Q: 3 clusters Score -1409689 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -1409685.000000 Penalty: 975.825317
	Iteration 45Q: 3 clusters Score -1409685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 44642 members 
Entering Unmasked Estep 
Score: -1409686.375000 Penalty: 975.825317
	Iteration 46Q: 3 clusters Score -1409686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 44648 members 
Entering Unmasked Estep 
Score: -1409686.250000 Penalty: 975.825317
	Iteration 47Q: 3 clusters Score -1409686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -1409687.625000 Penalty: 975.825317
	Iteration 48Q: 3 clusters Score -1409688 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -1409691.875000 Penalty: 975.825317
	Iteration 49Q: 3 clusters Score -1409692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -1409697.875000 Penalty: 975.825317
	Iteration 50Q: 3 clusters Score -1409698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 44700 members 
Entering Unmasked Estep 
Score: -1409699.750000 Penalty: 975.825317
	Iteration 51Q: 3 clusters Score -1409700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -1409702.500000 Penalty: 975.825317
	Iteration 52Q: 3 clusters Score -1409702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -1409706.875000 Penalty: 975.825317
	Iteration 53Q: 3 clusters Score -1409707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -1409710.125000 Penalty: 975.825317
	Iteration 54Q: 3 clusters Score -1409710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -1409711.625000 Penalty: 975.825317
	Iteration 55Q: 3 clusters Score -1409712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -1409712.375000 Penalty: 975.825317
	Iteration 56Q: 3 clusters Score -1409712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -1409714.750000 Penalty: 975.825317
	Iteration 57Q: 3 clusters Score -1409715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -1409714.375000 Penalty: 975.825317
	Iteration 58Q: 3 clusters Score -1409714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -1409715.000000 Penalty: 975.825317
	Iteration 59Q: 3 clusters Score -1409715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -1409715.000000 Penalty: 975.825317
	Iteration 60F: 3 clusters Score -1409715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -205625.734375 Penalty: 400.391449
	Iteration 0F: 2 clusters Score -205625.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -201188.093750 Penalty: 800.782898
	Iteration 0F: 3 clusters Score -201188.1 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -203242.421875 Penalty: 800.782898
	Iteration 1F: 3 clusters Score -203242.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -203592.000000 Penalty: 800.782898
	Iteration 2F: 3 clusters Score -203592 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -203922.640625 Penalty: 800.782898
	Iteration 3F: 3 clusters Score -203922.6 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -204193.546875 Penalty: 800.782898
	Iteration 4F: 3 clusters Score -204193.5 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -204396.750000 Penalty: 800.782898
	Iteration 5Q: 3 clusters Score -204396.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -204553.625000 Penalty: 800.782898
	Iteration 6Q: 3 clusters Score -204553.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -204700.609375 Penalty: 800.782898
	Iteration 7Q: 3 clusters Score -204700.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -204824.984375 Penalty: 800.782898
	Iteration 8Q: 3 clusters Score -204825 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -204968.859375 Penalty: 800.782898
	Iteration 9Q: 3 clusters Score -204968.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -205096.015625 Penalty: 800.782898
	Iteration 10Q: 3 clusters Score -205096 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -205216.453125 Penalty: 800.782898
	Iteration 11Q: 3 clusters Score -205216.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -205327.156250 Penalty: 800.782898
	Iteration 12Q: 3 clusters Score -205327.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -205429.062500 Penalty: 800.782898
	Iteration 13Q: 3 clusters Score -205429.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -205492.890625 Penalty: 800.782898
	Iteration 14Q: 3 clusters Score -205492.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -205531.156250 Penalty: 800.782898
	Iteration 15Q: 3 clusters Score -205531.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -205542.781250 Penalty: 800.782898
	Iteration 16Q: 3 clusters Score -205542.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -205545.953125 Penalty: 800.782898
	Iteration 17Q: 3 clusters Score -205546 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -205549.671875 Penalty: 800.782898
	Iteration 18Q: 3 clusters Score -205549.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -205555.578125 Penalty: 800.782898
	Iteration 19Q: 3 clusters Score -205555.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -205560.015625 Penalty: 800.782898
	Iteration 20F: 3 clusters Score -205560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -205562.109375 Penalty: 800.782898
	Iteration 21Q: 3 clusters Score -205562.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -205562.109375 Penalty: 800.782898
	Iteration 22F: 3 clusters Score -205562.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Entering Unmasked Estep 
Score: -334669.031250 Penalty: 426.073944
	Iteration 0F: 2 clusters Score -334669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -326897.718750 Penalty: 852.147888
	Iteration 0F: 3 clusters Score -326897.7 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -330620.656250 Penalty: 852.147888
	Iteration 1F: 3 clusters Score -330620.7 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -331319.156250 Penalty: 852.147888
	Iteration 2F: 3 clusters Score -331319.2 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -332021.843750 Penalty: 852.147888
	Iteration 3F: 3 clusters Score -332021.8 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -332628.812500 Penalty: 852.147888
	Iteration 4F: 3 clusters Score -332628.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -333134.687500 Penalty: 852.147888
	Iteration 5Q: 3 clusters Score -333134.7 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -333573.906250 Penalty: 852.147888
	Iteration 6Q: 3 clusters Score -333573.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -333892.187500 Penalty: 852.147888
	Iteration 7Q: 3 clusters Score -333892.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -334076.156250 Penalty: 852.147888
	Iteration 8Q: 3 clusters Score -334076.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -334195.875000 Penalty: 852.147888
	Iteration 9Q: 3 clusters Score -334195.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -334296.031250 Penalty: 852.147888
	Iteration 10Q: 3 clusters Score -334296 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -334410.750000 Penalty: 852.147888
	Iteration 11Q: 3 clusters Score -334410.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -334505.781250 Penalty: 852.147888
	Iteration 12Q: 3 clusters Score -334505.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -334568.750000 Penalty: 852.147888
	Iteration 13Q: 3 clusters Score -334568.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -334603.656250 Penalty: 852.147888
	Iteration 14Q: 3 clusters Score -334603.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -334624.937500 Penalty: 852.147888
	Iteration 15Q: 3 clusters Score -334624.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -334642.218750 Penalty: 852.147888
	Iteration 16Q: 3 clusters Score -334642.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -334653.906250 Penalty: 852.147888
	Iteration 17Q: 3 clusters Score -334653.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -334662.031250 Penalty: 852.147888
	Iteration 18Q: 3 clusters Score -334662 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -334669.875000 Penalty: 852.147888
	Iteration 19Q: 3 clusters Score -334669.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -334676.906250 Penalty: 852.147888
	Iteration 20F: 3 clusters Score -334676.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -334686.031250 Penalty: 852.147888
	Iteration 21Q: 3 clusters Score -334686 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -334700.625000 Penalty: 852.147888
	Iteration 22Q: 3 clusters Score -334700.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -334712.906250 Penalty: 852.147888
	Iteration 23Q: 3 clusters Score -334712.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -334726.687500 Penalty: 852.147888
	Iteration 24Q: 3 clusters Score -334726.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -334741.062500 Penalty: 852.147888
	Iteration 25Q: 3 clusters Score -334741.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -334752.468750 Penalty: 852.147888
	Iteration 26Q: 3 clusters Score -334752.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -334765.531250 Penalty: 852.147888
	Iteration 27Q: 3 clusters Score -334765.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -334775.875000 Penalty: 852.147888
	Iteration 28Q: 3 clusters Score -334775.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -334781.593750 Penalty: 852.147888
	Iteration 29Q: 3 clusters Score -334781.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -334790.218750 Penalty: 852.147888
	Iteration 30Q: 3 clusters Score -334790.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -334796.875000 Penalty: 852.147888
	Iteration 31Q: 3 clusters Score -334796.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -334804.625000 Penalty: 852.147888
	Iteration 32Q: 3 clusters Score -334804.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -334809.531250 Penalty: 852.147888
	Iteration 33Q: 3 clusters Score -334809.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -334816.593750 Penalty: 852.147888
	Iteration 34Q: 3 clusters Score -334816.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -334818.281250 Penalty: 852.147888
	Iteration 35Q: 3 clusters Score -334818.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -334819.562500 Penalty: 852.147888
	Iteration 36Q: 3 clusters Score -334819.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -334822.718750 Penalty: 852.147888
	Iteration 37Q: 3 clusters Score -334822.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -334825.968750 Penalty: 852.147888
	Iteration 38Q: 3 clusters Score -334826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -334827.312500 Penalty: 852.147888
	Iteration 39Q: 3 clusters Score -334827.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -334828.937500 Penalty: 852.147888
	Iteration 40F: 3 clusters Score -334828.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -334830.750000 Penalty: 852.147888
	Iteration 41Q: 3 clusters Score -334830.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -334834.093750 Penalty: 852.147888
	Iteration 42Q: 3 clusters Score -334834.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -334837.906250 Penalty: 852.147888
	Iteration 43Q: 3 clusters Score -334837.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -334838.750000 Penalty: 852.147888
	Iteration 44Q: 3 clusters Score -334838.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -334841.375000 Penalty: 852.147888
	Iteration 45Q: 3 clusters Score -334841.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -334843.218750 Penalty: 852.147888
	Iteration 46Q: 3 clusters Score -334843.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -334846.781250 Penalty: 852.147888
	Iteration 47Q: 3 clusters Score -334846.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -334847.375000 Penalty: 852.147888
	Iteration 48Q: 3 clusters Score -334847.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -334851.968750 Penalty: 852.147888
	Iteration 49Q: 3 clusters Score -334852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -334859.531250 Penalty: 852.147888
	Iteration 50Q: 3 clusters Score -334859.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -334866.000000 Penalty: 852.147888
	Iteration 51Q: 3 clusters Score -334866 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -334873.187500 Penalty: 852.147888
	Iteration 52Q: 3 clusters Score -334873.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -334878.343750 Penalty: 852.147888
	Iteration 53Q: 3 clusters Score -334878.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -334882.593750 Penalty: 852.147888
	Iteration 54Q: 3 clusters Score -334882.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -334886.781250 Penalty: 852.147888
	Iteration 55Q: 3 clusters Score -334886.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -334891.343750 Penalty: 852.147888
	Iteration 56Q: 3 clusters Score -334891.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -334895.000000 Penalty: 852.147888
	Iteration 57Q: 3 clusters Score -334895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -334897.812500 Penalty: 852.147888
	Iteration 58Q: 3 clusters Score -334897.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -334902.062500 Penalty: 852.147888
	Iteration 59Q: 3 clusters Score -334902.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -334905.750000 Penalty: 852.147888
	Iteration 60F: 3 clusters Score -334905.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -334907.875000 Penalty: 852.147888
	Iteration 61Q: 3 clusters Score -334907.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -334908.468750 Penalty: 852.147888
	Iteration 62Q: 3 clusters Score -334908.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -334908.531250 Penalty: 852.147888
	Iteration 63Q: 3 clusters Score -334908.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -334909.812500 Penalty: 852.147888
	Iteration 64Q: 3 clusters Score -334909.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -334910.031250 Penalty: 852.147888
	Iteration 65Q: 3 clusters Score -334910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -334910.500000 Penalty: 852.147888
	Iteration 66Q: 3 clusters Score -334910.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -334910.843750 Penalty: 852.147888
	Iteration 67Q: 3 clusters Score -334910.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -334912.593750 Penalty: 852.147888
	Iteration 68Q: 3 clusters Score -334912.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -334912.937500 Penalty: 852.147888
	Iteration 69Q: 3 clusters Score -334912.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -334913.531250 Penalty: 852.147888
	Iteration 70Q: 3 clusters Score -334913.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -334915.375000 Penalty: 852.147888
	Iteration 71Q: 3 clusters Score -334915.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -334916.218750 Penalty: 852.147888
	Iteration 72Q: 3 clusters Score -334916.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -334916.593750 Penalty: 852.147888
	Iteration 73Q: 3 clusters Score -334916.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -334916.125000 Penalty: 852.147888
	Iteration 74Q: 3 clusters Score -334916.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -334915.750000 Penalty: 852.147888
	Iteration 75Q: 3 clusters Score -334915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -334916.781250 Penalty: 852.147888
	Iteration 76Q: 3 clusters Score -334916.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -334916.843750 Penalty: 852.147888
	Iteration 77Q: 3 clusters Score -334916.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -334917.031250 Penalty: 852.147888
	Iteration 78Q: 3 clusters Score -334917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -334917.281250 Penalty: 852.147888
	Iteration 79Q: 3 clusters Score -334917.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -334917.656250 Penalty: 852.147888
	Iteration 80F: 3 clusters Score -334917.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 45404 members 
Mstep: Class 3 contains 6633 members 
Mstep: Class 4 contains 9048 members 
Mstep: Class 5 contains 4049 members 
Mstep: Class 6 contains 1368 members 
Mstep: Class 7 contains 57246 members 
Mstep: Class 8 contains 33889 members 
Mstep: Class 9 contains 13062 members 
Mstep: Class 10 contains 4148 members 
Mstep: Class 11 contains 1491 members 
Mstep: Class 12 contains 7989 members 
Mstep: Class 13 contains 2057 members 
Mstep: Class 14 contains 24599 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 4803 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 120797 members 
Mstep: Class 22 contains 150410 members 
Mstep: Class 23 contains 5013 members 
Mstep: Class 24 contains 11735 members 
Mstep: Class 25 contains 1189 members 
Mstep: Class 26 contains 2616 members 
Entering Unmasked Estep 
Score: -15732091.000000 Penalty: 15577.204102
Splitting cluster 4 changes total score from -15732011.000000 to -15732091.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 5 (4049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Entering Unmasked Estep 
Score: -137686.812500 Penalty: 377.933228
	Iteration 0F: 2 clusters Score -137686.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -134869.312500 Penalty: 755.866455
	Iteration 0F: 3 clusters Score -134869.3 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -135904.203125 Penalty: 755.866455
	Iteration 1F: 3 clusters Score -135904.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -136008.656250 Penalty: 755.866455
	Iteration 2F: 3 clusters Score -136008.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -136113.109375 Penalty: 755.866455
	Iteration 3F: 3 clusters Score -136113.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -136204.015625 Penalty: 755.866455
	Iteration 4F: 3 clusters Score -136204 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -136304.500000 Penalty: 755.866455
	Iteration 5Q: 3 clusters Score -136304.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -136425.765625 Penalty: 755.866455
	Iteration 6Q: 3 clusters Score -136425.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -136572.812500 Penalty: 755.866455
	Iteration 7Q: 3 clusters Score -136572.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -136716.359375 Penalty: 755.866455
	Iteration 8Q: 3 clusters Score -136716.4 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -136868.421875 Penalty: 755.866455
	Iteration 9Q: 3 clusters Score -136868.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -136971.593750 Penalty: 755.866455
	Iteration 10Q: 3 clusters Score -136971.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -137035.265625 Penalty: 755.866455
	Iteration 11Q: 3 clusters Score -137035.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -137067.578125 Penalty: 755.866455
	Iteration 12Q: 3 clusters Score -137067.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -137087.750000 Penalty: 755.866455
	Iteration 13Q: 3 clusters Score -137087.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -137103.500000 Penalty: 755.866455
	Iteration 14Q: 3 clusters Score -137103.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -137114.656250 Penalty: 755.866455
	Iteration 15Q: 3 clusters Score -137114.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -137125.687500 Penalty: 755.866455
	Iteration 16Q: 3 clusters Score -137125.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -137133.609375 Penalty: 755.866455
	Iteration 17Q: 3 clusters Score -137133.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -137139.343750 Penalty: 755.866455
	Iteration 18Q: 3 clusters Score -137139.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -137144.109375 Penalty: 755.866455
	Iteration 19Q: 3 clusters Score -137144.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -137150.796875 Penalty: 755.866455
	Iteration 20F: 3 clusters Score -137150.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -137156.453125 Penalty: 755.866455
	Iteration 21Q: 3 clusters Score -137156.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -137166.406250 Penalty: 755.866455
	Iteration 22Q: 3 clusters Score -137166.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -137172.921875 Penalty: 755.866455
	Iteration 23Q: 3 clusters Score -137172.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -137179.484375 Penalty: 755.866455
	Iteration 24Q: 3 clusters Score -137179.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -137191.093750 Penalty: 755.866455
	Iteration 25Q: 3 clusters Score -137191.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -137200.984375 Penalty: 755.866455
	Iteration 26Q: 3 clusters Score -137201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -137205.375000 Penalty: 755.866455
	Iteration 27Q: 3 clusters Score -137205.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -137209.718750 Penalty: 755.866455
	Iteration 28Q: 3 clusters Score -137209.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -137215.984375 Penalty: 755.866455
	Iteration 29Q: 3 clusters Score -137216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -137221.515625 Penalty: 755.866455
	Iteration 30Q: 3 clusters Score -137221.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -137226.687500 Penalty: 755.866455
	Iteration 31Q: 3 clusters Score -137226.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -137231.000000 Penalty: 755.866455
	Iteration 32Q: 3 clusters Score -137231 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -137237.078125 Penalty: 755.866455
	Iteration 33Q: 3 clusters Score -137237.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -137240.765625 Penalty: 755.866455
	Iteration 34Q: 3 clusters Score -137240.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -137244.265625 Penalty: 755.866455
	Iteration 35Q: 3 clusters Score -137244.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -137246.625000 Penalty: 755.866455
	Iteration 36Q: 3 clusters Score -137246.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -137248.484375 Penalty: 755.866455
	Iteration 37Q: 3 clusters Score -137248.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -137249.421875 Penalty: 755.866455
	Iteration 38Q: 3 clusters Score -137249.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -137252.859375 Penalty: 755.866455
	Iteration 39Q: 3 clusters Score -137252.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -137255.312500 Penalty: 755.866455
	Iteration 40F: 3 clusters Score -137255.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -137258.890625 Penalty: 755.866455
	Iteration 41Q: 3 clusters Score -137258.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -137262.187500 Penalty: 755.866455
	Iteration 42Q: 3 clusters Score -137262.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -137264.125000 Penalty: 755.866455
	Iteration 43Q: 3 clusters Score -137264.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -137266.250000 Penalty: 755.866455
	Iteration 44Q: 3 clusters Score -137266.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -137267.734375 Penalty: 755.866455
	Iteration 45Q: 3 clusters Score -137267.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -137269.625000 Penalty: 755.866455
	Iteration 46Q: 3 clusters Score -137269.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -137271.625000 Penalty: 755.866455
	Iteration 47Q: 3 clusters Score -137271.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -137272.921875 Penalty: 755.866455
	Iteration 48Q: 3 clusters Score -137272.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -137275.312500 Penalty: 755.866455
	Iteration 49Q: 3 clusters Score -137275.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -137277.406250 Penalty: 755.866455
	Iteration 50Q: 3 clusters Score -137277.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -137278.921875 Penalty: 755.866455
	Iteration 51Q: 3 clusters Score -137278.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -137281.906250 Penalty: 755.866455
	Iteration 52Q: 3 clusters Score -137281.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -137283.421875 Penalty: 755.866455
	Iteration 53Q: 3 clusters Score -137283.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -137286.156250 Penalty: 755.866455
	Iteration 54Q: 3 clusters Score -137286.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -137288.281250 Penalty: 755.866455
	Iteration 55Q: 3 clusters Score -137288.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -137290.593750 Penalty: 755.866455
	Iteration 56Q: 3 clusters Score -137290.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -137293.531250 Penalty: 755.866455
	Iteration 57Q: 3 clusters Score -137293.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -137299.015625 Penalty: 755.866455
	Iteration 58Q: 3 clusters Score -137299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -137302.312500 Penalty: 755.866455
	Iteration 59Q: 3 clusters Score -137302.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -137304.375000 Penalty: 755.866455
	Iteration 60F: 3 clusters Score -137304.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -137306.578125 Penalty: 755.866455
	Iteration 61Q: 3 clusters Score -137306.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -137308.234375 Penalty: 755.866455
	Iteration 62Q: 3 clusters Score -137308.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -137309.281250 Penalty: 755.866455
	Iteration 63Q: 3 clusters Score -137309.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -137311.437500 Penalty: 755.866455
	Iteration 64Q: 3 clusters Score -137311.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -137313.281250 Penalty: 755.866455
	Iteration 65Q: 3 clusters Score -137313.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -137313.937500 Penalty: 755.866455
	Iteration 66Q: 3 clusters Score -137313.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -137316.234375 Penalty: 755.866455
	Iteration 67Q: 3 clusters Score -137316.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -137321.140625 Penalty: 755.866455
	Iteration 68Q: 3 clusters Score -137321.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -137325.156250 Penalty: 755.866455
	Iteration 69Q: 3 clusters Score -137325.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -137329.375000 Penalty: 755.866455
	Iteration 70Q: 3 clusters Score -137329.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -137333.250000 Penalty: 755.866455
	Iteration 71Q: 3 clusters Score -137333.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -137335.140625 Penalty: 755.866455
	Iteration 72Q: 3 clusters Score -137335.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -137335.953125 Penalty: 755.866455
	Iteration 73Q: 3 clusters Score -137336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -137336.390625 Penalty: 755.866455
	Iteration 74Q: 3 clusters Score -137336.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -137336.390625 Penalty: 755.866455
	Iteration 75F: 3 clusters Score -137336.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Entering Unmasked Estep 
Score: -41604.574219 Penalty: 328.560272
	Iteration 0F: 2 clusters Score -41604.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -40598.250000 Penalty: 657.120544
	Iteration 0F: 3 clusters Score -40598.25 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -40892.960938 Penalty: 657.120544
	Iteration 1F: 3 clusters Score -40892.96 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -40961.312500 Penalty: 657.120544
	Iteration 2F: 3 clusters Score -40961.31 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -41006.203125 Penalty: 657.120544
	Iteration 3F: 3 clusters Score -41006.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -41046.921875 Penalty: 657.120544
	Iteration 4F: 3 clusters Score -41046.92 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -41078.218750 Penalty: 657.120544
	Iteration 5Q: 3 clusters Score -41078.22 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -41111.582031 Penalty: 657.120544
	Iteration 6Q: 3 clusters Score -41111.58 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -41145.390625 Penalty: 657.120544
	Iteration 7Q: 3 clusters Score -41145.39 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -41170.304688 Penalty: 657.120544
	Iteration 8Q: 3 clusters Score -41170.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -41194.625000 Penalty: 657.120544
	Iteration 9Q: 3 clusters Score -41194.62 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41210.742188 Penalty: 657.120544
	Iteration 10Q: 3 clusters Score -41210.74 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41240.234375 Penalty: 657.120544
	Iteration 11Q: 3 clusters Score -41240.23 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41264.925781 Penalty: 657.120544
	Iteration 12Q: 3 clusters Score -41264.93 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -41294.996094 Penalty: 657.120544
	Iteration 13Q: 3 clusters Score -41295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -41303.660156 Penalty: 657.120544
	Iteration 14Q: 3 clusters Score -41303.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -41315.023438 Penalty: 657.120544
	Iteration 15Q: 3 clusters Score -41315.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -41327.664062 Penalty: 657.120544
	Iteration 16Q: 3 clusters Score -41327.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -41332.421875 Penalty: 657.120544
	Iteration 17Q: 3 clusters Score -41332.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -41335.980469 Penalty: 657.120544
	Iteration 18Q: 3 clusters Score -41335.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -41336.667969 Penalty: 657.120544
	Iteration 19Q: 3 clusters Score -41336.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -41337.175781 Penalty: 657.120544
	Iteration 20F: 3 clusters Score -41337.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57246 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57246 members 
Entering Unmasked Estep 
Score: -1761122.750000 Penalty: 498.457672
	Iteration 0F: 2 clusters Score -1761123 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -1722802.000000 Penalty: 996.915344
	Iteration 0F: 3 clusters Score -1722802 nChanged 27586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -1740143.750000 Penalty: 996.915344
	Iteration 1F: 3 clusters Score -1740144 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -1741907.500000 Penalty: 996.915344
	Iteration 2F: 3 clusters Score -1741908 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -1744627.375000 Penalty: 996.915344
	Iteration 3F: 3 clusters Score -1744627 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1748120.375000 Penalty: 996.915344
	Iteration 4F: 3 clusters Score -1748120 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47094 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1752015.375000 Penalty: 996.915344
	Iteration 5F: 3 clusters Score -1752015 nChanged 3629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50689 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -1755391.500000 Penalty: 996.915344
	Iteration 6F: 3 clusters Score -1755392 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1757698.625000 Penalty: 996.915344
	Iteration 7Q: 3 clusters Score -1757699 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54847 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1759034.625000 Penalty: 996.915344
	Iteration 8Q: 3 clusters Score -1759035 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55764 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1759729.375000 Penalty: 996.915344
	Iteration 9Q: 3 clusters Score -1759729 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1760132.375000 Penalty: 996.915344
	Iteration 10Q: 3 clusters Score -1760132 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56679 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1760390.000000 Penalty: 996.915344
	Iteration 11Q: 3 clusters Score -1760390 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56851 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -1760496.375000 Penalty: 996.915344
	Iteration 12Q: 3 clusters Score -1760496 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -1760565.625000 Penalty: 996.915344
	Iteration 13Q: 3 clusters Score -1760566 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57014 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -1760606.625000 Penalty: 996.915344
	Iteration 14Q: 3 clusters Score -1760607 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57050 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -1760637.750000 Penalty: 996.915344
	Iteration 15Q: 3 clusters Score -1760638 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57070 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -1760649.250000 Penalty: 996.915344
	Iteration 16Q: 3 clusters Score -1760649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -1760662.125000 Penalty: 996.915344
	Iteration 17Q: 3 clusters Score -1760662 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57095 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -1760672.000000 Penalty: 996.915344
	Iteration 18Q: 3 clusters Score -1760672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -1760678.750000 Penalty: 996.915344
	Iteration 19Q: 3 clusters Score -1760679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57099 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -1760684.625000 Penalty: 996.915344
	Iteration 20F: 3 clusters Score -1760685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57100 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -1760685.750000 Penalty: 996.915344
	Iteration 21Q: 3 clusters Score -1760686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1760688.375000 Penalty: 996.915344
	Iteration 22Q: 3 clusters Score -1760688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -1760693.500000 Penalty: 996.915344
	Iteration 23Q: 3 clusters Score -1760694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1760693.875000 Penalty: 996.915344
	Iteration 24Q: 3 clusters Score -1760694 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57104 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -1760696.250000 Penalty: 996.915344
	Iteration 25Q: 3 clusters Score -1760696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1760695.500000 Penalty: 996.915344
	Iteration 26Q: 3 clusters Score -1760696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57106 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -1760695.500000 Penalty: 996.915344
	Iteration 27F: 3 clusters Score -1760696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (33889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Entering Unmasked Estep 
Score: -1097830.500000 Penalty: 474.603516
	Iteration 0F: 2 clusters Score -1097830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -1075298.000000 Penalty: 949.207031
	Iteration 0F: 3 clusters Score -1075298 nChanged 16127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -1085661.125000 Penalty: 949.207031
	Iteration 1F: 3 clusters Score -1085661 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -1086870.625000 Penalty: 949.207031
	Iteration 2F: 3 clusters Score -1086871 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
Score: -1088389.000000 Penalty: 949.207031
	Iteration 3F: 3 clusters Score -1088389 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -1090003.750000 Penalty: 949.207031
	Iteration 4F: 3 clusters Score -1090004 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -1091661.750000 Penalty: 949.207031
	Iteration 5F: 3 clusters Score -1091662 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 27737 members 
Entering Unmasked Estep 
Score: -1093190.000000 Penalty: 949.207031
	Iteration 6F: 3 clusters Score -1093190 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -1094380.625000 Penalty: 949.207031
	Iteration 7Q: 3 clusters Score -1094381 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -1095194.250000 Penalty: 949.207031
	Iteration 8Q: 3 clusters Score -1095194 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -1095817.000000 Penalty: 949.207031
	Iteration 9Q: 3 clusters Score -1095817 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -1096281.125000 Penalty: 949.207031
	Iteration 10Q: 3 clusters Score -1096281 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -1096560.875000 Penalty: 949.207031
	Iteration 11Q: 3 clusters Score -1096561 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -1096737.000000 Penalty: 949.207031
	Iteration 12Q: 3 clusters Score -1096737 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 32526 members 
Entering Unmasked Estep 
Score: -1096871.375000 Penalty: 949.207031
	Iteration 13Q: 3 clusters Score -1096871 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -1096990.875000 Penalty: 949.207031
	Iteration 14Q: 3 clusters Score -1096991 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -1097112.750000 Penalty: 949.207031
	Iteration 15Q: 3 clusters Score -1097113 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 33059 members 
Entering Unmasked Estep 
Score: -1097197.125000 Penalty: 949.207031
	Iteration 16Q: 3 clusters Score -1097197 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 33173 members 
Entering Unmasked Estep 
Score: -1097267.375000 Penalty: 949.207031
	Iteration 17Q: 3 clusters Score -1097267 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -1097329.625000 Penalty: 949.207031
	Iteration 18Q: 3 clusters Score -1097330 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -1097372.250000 Penalty: 949.207031
	Iteration 19Q: 3 clusters Score -1097372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 33348 members 
Entering Unmasked Estep 
Score: -1097405.000000 Penalty: 949.207031
	Iteration 20F: 3 clusters Score -1097405 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
Score: -1097423.500000 Penalty: 949.207031
	Iteration 21Q: 3 clusters Score -1097424 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -1097432.375000 Penalty: 949.207031
	Iteration 22Q: 3 clusters Score -1097432 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -1097438.500000 Penalty: 949.207031
	Iteration 23Q: 3 clusters Score -1097438 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 33423 members 
Entering Unmasked Estep 
Score: -1097444.625000 Penalty: 949.207031
	Iteration 24Q: 3 clusters Score -1097445 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -1097453.250000 Penalty: 949.207031
	Iteration 25Q: 3 clusters Score -1097453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 33435 members 
Entering Unmasked Estep 
Score: -1097457.875000 Penalty: 949.207031
	Iteration 26Q: 3 clusters Score -1097458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -1097460.375000 Penalty: 949.207031
	Iteration 27Q: 3 clusters Score -1097460 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -1097467.500000 Penalty: 949.207031
	Iteration 28Q: 3 clusters Score -1097468 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -1097472.125000 Penalty: 949.207031
	Iteration 29Q: 3 clusters Score -1097472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -1097475.000000 Penalty: 949.207031
	Iteration 30Q: 3 clusters Score -1097475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 33466 members 
Entering Unmasked Estep 
Score: -1097478.875000 Penalty: 949.207031
	Iteration 31Q: 3 clusters Score -1097479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 33469 members 
Entering Unmasked Estep 
Score: -1097480.875000 Penalty: 949.207031
	Iteration 32Q: 3 clusters Score -1097481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -1097480.875000 Penalty: 949.207031
	Iteration 33Q: 3 clusters Score -1097481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -1097480.500000 Penalty: 949.207031
	Iteration 34Q: 3 clusters Score -1097480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -1097483.250000 Penalty: 949.207031
	Iteration 35Q: 3 clusters Score -1097483 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -1097483.625000 Penalty: 949.207031
	Iteration 36Q: 3 clusters Score -1097484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 33481 members 
Entering Unmasked Estep 
Score: -1097485.000000 Penalty: 949.207031
	Iteration 37Q: 3 clusters Score -1097485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -1097486.875000 Penalty: 949.207031
	Iteration 38Q: 3 clusters Score -1097487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -1097487.500000 Penalty: 949.207031
	Iteration 39Q: 3 clusters Score -1097488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -1097488.000000 Penalty: 949.207031
	Iteration 40F: 3 clusters Score -1097488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 33484 members 
Entering Unmasked Estep 
Score: -1097487.750000 Penalty: 949.207031
	Iteration 41Q: 3 clusters Score -1097488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -1097487.000000 Penalty: 949.207031
	Iteration 42Q: 3 clusters Score -1097487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -1097487.000000 Penalty: 949.207031
	Iteration 43F: 3 clusters Score -1097487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Entering Unmasked Estep 
Score: -422948.468750 Penalty: 431.224548
	Iteration 0F: 2 clusters Score -422948.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -414180.000000 Penalty: 862.449097
	Iteration 0F: 3 clusters Score -414180 nChanged 6080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -417761.000000 Penalty: 862.449097
	Iteration 1F: 3 clusters Score -417761 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -418130.375000 Penalty: 862.449097
	Iteration 2F: 3 clusters Score -418130.4 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -418722.562500 Penalty: 862.449097
	Iteration 3F: 3 clusters Score -418722.6 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -419549.000000 Penalty: 862.449097
	Iteration 4F: 3 clusters Score -419549 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 10963 members 
Entering Unmasked Estep 
Score: -420558.468750 Penalty: 862.449097
	Iteration 5F: 3 clusters Score -420558.5 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -421481.750000 Penalty: 862.449097
	Iteration 6F: 3 clusters Score -421481.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -422120.781250 Penalty: 862.449097
	Iteration 7Q: 3 clusters Score -422120.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -422400.500000 Penalty: 862.449097
	Iteration 8Q: 3 clusters Score -422400.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -422495.031250 Penalty: 862.449097
	Iteration 9Q: 3 clusters Score -422495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -422536.843750 Penalty: 862.449097
	Iteration 10Q: 3 clusters Score -422536.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -422562.062500 Penalty: 862.449097
	Iteration 11Q: 3 clusters Score -422562.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -422576.468750 Penalty: 862.449097
	Iteration 12Q: 3 clusters Score -422576.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -422582.875000 Penalty: 862.449097
	Iteration 13Q: 3 clusters Score -422582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -422588.000000 Penalty: 862.449097
	Iteration 14Q: 3 clusters Score -422588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -422592.031250 Penalty: 862.449097
	Iteration 15Q: 3 clusters Score -422592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -422596.093750 Penalty: 862.449097
	Iteration 16Q: 3 clusters Score -422596.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -422597.812500 Penalty: 862.449097
	Iteration 17Q: 3 clusters Score -422597.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -422598.437500 Penalty: 862.449097
	Iteration 18Q: 3 clusters Score -422598.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -422598.437500 Penalty: 862.449097
	Iteration 19F: 3 clusters Score -422598.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Entering Unmasked Estep 
Score: -128825.031250 Penalty: 379.032349
	Iteration 0F: 2 clusters Score -128825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -126025.546875 Penalty: 758.064697
	Iteration 0F: 3 clusters Score -126025.5 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -127260.171875 Penalty: 758.064697
	Iteration 1F: 3 clusters Score -127260.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -127798.382812 Penalty: 758.064697
	Iteration 2F: 3 clusters Score -127798.4 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -128321.898438 Penalty: 758.064697
	Iteration 3F: 3 clusters Score -128321.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -128634.507812 Penalty: 758.064697
	Iteration 4F: 3 clusters Score -128634.5 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -128757.265625 Penalty: 758.064697
	Iteration 5Q: 3 clusters Score -128757.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -128814.195312 Penalty: 758.064697
	Iteration 6Q: 3 clusters Score -128814.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -128847.703125 Penalty: 758.064697
	Iteration 7Q: 3 clusters Score -128847.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -128869.046875 Penalty: 758.064697
	Iteration 8Q: 3 clusters Score -128869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -128877.859375 Penalty: 758.064697
	Iteration 9Q: 3 clusters Score -128877.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -128885.117188 Penalty: 758.064697
	Iteration 10Q: 3 clusters Score -128885.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -128891.742188 Penalty: 758.064697
	Iteration 11Q: 3 clusters Score -128891.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -128897.625000 Penalty: 758.064697
	Iteration 12Q: 3 clusters Score -128897.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -128902.117188 Penalty: 758.064697
	Iteration 13Q: 3 clusters Score -128902.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -128906.687500 Penalty: 758.064697
	Iteration 14Q: 3 clusters Score -128906.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -128908.765625 Penalty: 758.064697
	Iteration 15Q: 3 clusters Score -128908.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -128910.039062 Penalty: 758.064697
	Iteration 16Q: 3 clusters Score -128910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -128910.929688 Penalty: 758.064697
	Iteration 17Q: 3 clusters Score -128910.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -128911.273438 Penalty: 758.064697
	Iteration 18Q: 3 clusters Score -128911.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -128911.789062 Penalty: 758.064697
	Iteration 19Q: 3 clusters Score -128911.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -128912.109375 Penalty: 758.064697
	Iteration 20F: 3 clusters Score -128912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -128912.125000 Penalty: 758.064697
	Iteration 21Q: 3 clusters Score -128912.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -128912.515625 Penalty: 758.064697
	Iteration 22Q: 3 clusters Score -128912.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -128912.484375 Penalty: 758.064697
	Iteration 23Q: 3 clusters Score -128912.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -128912.484375 Penalty: 758.064697
	Iteration 24F: 3 clusters Score -128912.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 45404 members 
Mstep: Class 3 contains 6633 members 
Mstep: Class 4 contains 9048 members 
Mstep: Class 5 contains 4049 members 
Mstep: Class 6 contains 1368 members 
Mstep: Class 7 contains 57246 members 
Mstep: Class 8 contains 33889 members 
Mstep: Class 9 contains 13062 members 
Mstep: Class 10 contains 1384 members 
Mstep: Class 11 contains 1491 members 
Mstep: Class 12 contains 7989 members 
Mstep: Class 13 contains 2057 members 
Mstep: Class 14 contains 24599 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 4803 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 120797 members 
Mstep: Class 22 contains 150410 members 
Mstep: Class 23 contains 5013 members 
Mstep: Class 24 contains 11735 members 
Mstep: Class 25 contains 1189 members 
Mstep: Class 26 contains 2616 members 
Mstep: Class 27 contains 2764 members 
Entering Unmasked Estep 
Score: -15731990.000000 Penalty: 16176.327148
Splitting cluster 10 changes total score from -15732011.000000 to -15731990.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 11 (1491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Entering Unmasked Estep 
Score: -47961.898438 Penalty: 332.477692
	Iteration 0F: 2 clusters Score -47961.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -46854.535156 Penalty: 664.955383
	Iteration 0F: 3 clusters Score -46854.54 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -47206.761719 Penalty: 664.955383
	Iteration 1F: 3 clusters Score -47206.76 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -47277.859375 Penalty: 664.955383
	Iteration 2F: 3 clusters Score -47277.86 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -47333.617188 Penalty: 664.955383
	Iteration 3F: 3 clusters Score -47333.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -47388.398438 Penalty: 664.955383
	Iteration 4F: 3 clusters Score -47388.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -47418.386719 Penalty: 664.955383
	Iteration 5Q: 3 clusters Score -47418.39 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -47435.925781 Penalty: 664.955383
	Iteration 6Q: 3 clusters Score -47435.93 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -47458.148438 Penalty: 664.955383
	Iteration 7Q: 3 clusters Score -47458.15 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -47472.472656 Penalty: 664.955383
	Iteration 8Q: 3 clusters Score -47472.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -47484.941406 Penalty: 664.955383
	Iteration 9Q: 3 clusters Score -47484.94 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -47495.964844 Penalty: 664.955383
	Iteration 10Q: 3 clusters Score -47495.96 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -47506.652344 Penalty: 664.955383
	Iteration 11Q: 3 clusters Score -47506.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -47513.246094 Penalty: 664.955383
	Iteration 12Q: 3 clusters Score -47513.25 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -47518.445312 Penalty: 664.955383
	Iteration 13Q: 3 clusters Score -47518.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -47521.820312 Penalty: 664.955383
	Iteration 14Q: 3 clusters Score -47521.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -47524.917969 Penalty: 664.955383
	Iteration 15Q: 3 clusters Score -47524.92 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -47529.867188 Penalty: 664.955383
	Iteration 16Q: 3 clusters Score -47529.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -47533.828125 Penalty: 664.955383
	Iteration 17Q: 3 clusters Score -47533.83 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -47535.652344 Penalty: 664.955383
	Iteration 18Q: 3 clusters Score -47535.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -47538.015625 Penalty: 664.955383
	Iteration 19Q: 3 clusters Score -47538.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -47540.554688 Penalty: 664.955383
	Iteration 20F: 3 clusters Score -47540.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -47544.093750 Penalty: 664.955383
	Iteration 21Q: 3 clusters Score -47544.09 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -47546.824219 Penalty: 664.955383
	Iteration 22Q: 3 clusters Score -47546.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -47548.437500 Penalty: 664.955383
	Iteration 23Q: 3 clusters Score -47548.44 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -47550.027344 Penalty: 664.955383
	Iteration 24Q: 3 clusters Score -47550.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -47551.789062 Penalty: 664.955383
	Iteration 25Q: 3 clusters Score -47551.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -47554.921875 Penalty: 664.955383
	Iteration 26Q: 3 clusters Score -47554.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -47556.578125 Penalty: 664.955383
	Iteration 27Q: 3 clusters Score -47556.58 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -47559.976562 Penalty: 664.955383
	Iteration 28Q: 3 clusters Score -47559.98 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -47561.546875 Penalty: 664.955383
	Iteration 29Q: 3 clusters Score -47561.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -47564.109375 Penalty: 664.955383
	Iteration 30Q: 3 clusters Score -47564.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -47565.539062 Penalty: 664.955383
	Iteration 31Q: 3 clusters Score -47565.54 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -47566.164062 Penalty: 664.955383
	Iteration 32Q: 3 clusters Score -47566.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -47566.636719 Penalty: 664.955383
	Iteration 33Q: 3 clusters Score -47566.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -47567.398438 Penalty: 664.955383
	Iteration 34Q: 3 clusters Score -47567.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -47568.378906 Penalty: 664.955383
	Iteration 35Q: 3 clusters Score -47568.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -47569.527344 Penalty: 664.955383
	Iteration 36Q: 3 clusters Score -47569.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -47569.859375 Penalty: 664.955383
	Iteration 37Q: 3 clusters Score -47569.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -47570.152344 Penalty: 664.955383
	Iteration 38Q: 3 clusters Score -47570.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -47570.820312 Penalty: 664.955383
	Iteration 39Q: 3 clusters Score -47570.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -47571.457031 Penalty: 664.955383
	Iteration 40F: 3 clusters Score -47571.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -47571.843750 Penalty: 664.955383
	Iteration 41Q: 3 clusters Score -47571.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -47572.195312 Penalty: 664.955383
	Iteration 42Q: 3 clusters Score -47572.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -47572.636719 Penalty: 664.955383
	Iteration 43Q: 3 clusters Score -47572.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -47573.433594 Penalty: 664.955383
	Iteration 44Q: 3 clusters Score -47573.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -47574.371094 Penalty: 664.955383
	Iteration 45Q: 3 clusters Score -47574.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -47574.949219 Penalty: 664.955383
	Iteration 46Q: 3 clusters Score -47574.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -47575.238281 Penalty: 664.955383
	Iteration 47Q: 3 clusters Score -47575.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -47575.777344 Penalty: 664.955383
	Iteration 48Q: 3 clusters Score -47575.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -47575.945312 Penalty: 664.955383
	Iteration 49Q: 3 clusters Score -47575.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -47575.945312 Penalty: 664.955383
	Iteration 50F: 3 clusters Score -47575.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (7989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Entering Unmasked Estep 
Score: -287929.875000 Penalty: 408.854858
	Iteration 0F: 2 clusters Score -287929.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -282495.312500 Penalty: 817.709717
	Iteration 0F: 3 clusters Score -282495.3 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -284525.406250 Penalty: 817.709717
	Iteration 1F: 3 clusters Score -284525.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -284643.843750 Penalty: 817.709717
	Iteration 2Q: 3 clusters Score -284643.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -284769.750000 Penalty: 817.709717
	Iteration 3Q: 3 clusters Score -284769.8 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -284906.656250 Penalty: 817.709717
	Iteration 4Q: 3 clusters Score -284906.7 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -285105.375000 Penalty: 817.709717
	Iteration 5Q: 3 clusters Score -285105.4 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -285380.750000 Penalty: 817.709717
	Iteration 6F: 3 clusters Score -285380.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -285753.937500 Penalty: 817.709717
	Iteration 7F: 3 clusters Score -285753.9 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -286115.468750 Penalty: 817.709717
	Iteration 8F: 3 clusters Score -286115.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -286332.968750 Penalty: 817.709717
	Iteration 9Q: 3 clusters Score -286333 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 5194 members 
Entering Unmasked Estep 
Score: -286441.343750 Penalty: 817.709717
	Iteration 10Q: 3 clusters Score -286441.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -286499.156250 Penalty: 817.709717
	Iteration 11Q: 3 clusters Score -286499.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -286539.093750 Penalty: 817.709717
	Iteration 12Q: 3 clusters Score -286539.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -286574.968750 Penalty: 817.709717
	Iteration 13Q: 3 clusters Score -286575 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -286611.843750 Penalty: 817.709717
	Iteration 14Q: 3 clusters Score -286611.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -286650.687500 Penalty: 817.709717
	Iteration 15Q: 3 clusters Score -286650.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -286691.562500 Penalty: 817.709717
	Iteration 16Q: 3 clusters Score -286691.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -286724.875000 Penalty: 817.709717
	Iteration 17Q: 3 clusters Score -286724.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -286762.437500 Penalty: 817.709717
	Iteration 18Q: 3 clusters Score -286762.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -286799.656250 Penalty: 817.709717
	Iteration 19Q: 3 clusters Score -286799.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -286830.687500 Penalty: 817.709717
	Iteration 20F: 3 clusters Score -286830.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -286866.625000 Penalty: 817.709717
	Iteration 21Q: 3 clusters Score -286866.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -286895.875000 Penalty: 817.709717
	Iteration 22Q: 3 clusters Score -286895.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -286926.062500 Penalty: 817.709717
	Iteration 23Q: 3 clusters Score -286926.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -286959.906250 Penalty: 817.709717
	Iteration 24Q: 3 clusters Score -286959.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -286998.812500 Penalty: 817.709717
	Iteration 25Q: 3 clusters Score -286998.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -287035.687500 Penalty: 817.709717
	Iteration 26Q: 3 clusters Score -287035.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -287063.062500 Penalty: 817.709717
	Iteration 27Q: 3 clusters Score -287063.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -287092.250000 Penalty: 817.709717
	Iteration 28Q: 3 clusters Score -287092.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -287126.781250 Penalty: 817.709717
	Iteration 29Q: 3 clusters Score -287126.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -287169.750000 Penalty: 817.709717
	Iteration 30Q: 3 clusters Score -287169.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -287211.781250 Penalty: 817.709717
	Iteration 31Q: 3 clusters Score -287211.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -287259.406250 Penalty: 817.709717
	Iteration 32Q: 3 clusters Score -287259.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -287293.437500 Penalty: 817.709717
	Iteration 33Q: 3 clusters Score -287293.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -287323.687500 Penalty: 817.709717
	Iteration 34Q: 3 clusters Score -287323.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -287360.875000 Penalty: 817.709717
	Iteration 35Q: 3 clusters Score -287360.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -287395.406250 Penalty: 817.709717
	Iteration 36Q: 3 clusters Score -287395.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -287417.812500 Penalty: 817.709717
	Iteration 37Q: 3 clusters Score -287417.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -287435.937500 Penalty: 817.709717
	Iteration 38Q: 3 clusters Score -287435.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -287451.937500 Penalty: 817.709717
	Iteration 39Q: 3 clusters Score -287451.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -287468.218750 Penalty: 817.709717
	Iteration 40F: 3 clusters Score -287468.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -287486.687500 Penalty: 817.709717
	Iteration 41Q: 3 clusters Score -287486.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -287501.375000 Penalty: 817.709717
	Iteration 42Q: 3 clusters Score -287501.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -287510.531250 Penalty: 817.709717
	Iteration 43Q: 3 clusters Score -287510.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -287521.562500 Penalty: 817.709717
	Iteration 44Q: 3 clusters Score -287521.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -287533.562500 Penalty: 817.709717
	Iteration 45Q: 3 clusters Score -287533.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -287548.593750 Penalty: 817.709717
	Iteration 46Q: 3 clusters Score -287548.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -287562.812500 Penalty: 817.709717
	Iteration 47Q: 3 clusters Score -287562.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -287569.468750 Penalty: 817.709717
	Iteration 48Q: 3 clusters Score -287569.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -287574.531250 Penalty: 817.709717
	Iteration 49Q: 3 clusters Score -287574.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -287578.562500 Penalty: 817.709717
	Iteration 50Q: 3 clusters Score -287578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -287582.531250 Penalty: 817.709717
	Iteration 51Q: 3 clusters Score -287582.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -287587.375000 Penalty: 817.709717
	Iteration 52Q: 3 clusters Score -287587.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -287592.531250 Penalty: 817.709717
	Iteration 53Q: 3 clusters Score -287592.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -287593.406250 Penalty: 817.709717
	Iteration 54Q: 3 clusters Score -287593.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -287594.531250 Penalty: 817.709717
	Iteration 55Q: 3 clusters Score -287594.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -287594.531250 Penalty: 817.709717
	Iteration 56F: 3 clusters Score -287594.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Entering Unmasked Estep 
Score: -68186.203125 Penalty: 347.119690
	Iteration 0F: 2 clusters Score -68186.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -66721.468750 Penalty: 694.239380
	Iteration 0F: 3 clusters Score -66721.47 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -67176.960938 Penalty: 694.239380
	Iteration 1F: 3 clusters Score -67176.96 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -67236.296875 Penalty: 694.239380
	Iteration 2F: 3 clusters Score -67236.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -67283.718750 Penalty: 694.239380
	Iteration 3F: 3 clusters Score -67283.72 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -67323.476562 Penalty: 694.239380
	Iteration 4Q: 3 clusters Score -67323.48 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -67354.164062 Penalty: 694.239380
	Iteration 5Q: 3 clusters Score -67354.16 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -67378.007812 Penalty: 694.239380
	Iteration 6Q: 3 clusters Score -67378.01 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -67397.359375 Penalty: 694.239380
	Iteration 7Q: 3 clusters Score -67397.36 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -67422.375000 Penalty: 694.239380
	Iteration 8Q: 3 clusters Score -67422.38 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -67444.531250 Penalty: 694.239380
	Iteration 9Q: 3 clusters Score -67444.53 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -67467.515625 Penalty: 694.239380
	Iteration 10Q: 3 clusters Score -67467.52 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -67498.968750 Penalty: 694.239380
	Iteration 11Q: 3 clusters Score -67498.97 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -67537.515625 Penalty: 694.239380
	Iteration 12Q: 3 clusters Score -67537.52 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -67581.664062 Penalty: 694.239380
	Iteration 13Q: 3 clusters Score -67581.66 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -67619.312500 Penalty: 694.239380
	Iteration 14Q: 3 clusters Score -67619.31 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -67663.921875 Penalty: 694.239380
	Iteration 15Q: 3 clusters Score -67663.92 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -67691.468750 Penalty: 694.239380
	Iteration 16Q: 3 clusters Score -67691.47 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -67728.335938 Penalty: 694.239380
	Iteration 17Q: 3 clusters Score -67728.34 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -67743.546875 Penalty: 694.239380
	Iteration 18Q: 3 clusters Score -67743.55 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -67754.929688 Penalty: 694.239380
	Iteration 19Q: 3 clusters Score -67754.93 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -67767.226562 Penalty: 694.239380
	Iteration 20F: 3 clusters Score -67767.23 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -67777.921875 Penalty: 694.239380
	Iteration 21Q: 3 clusters Score -67777.92 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -67789.500000 Penalty: 694.239380
	Iteration 22Q: 3 clusters Score -67789.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -67799.187500 Penalty: 694.239380
	Iteration 23Q: 3 clusters Score -67799.19 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -67804.781250 Penalty: 694.239380
	Iteration 24Q: 3 clusters Score -67804.78 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -67807.484375 Penalty: 694.239380
	Iteration 25Q: 3 clusters Score -67807.48 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -67809.570312 Penalty: 694.239380
	Iteration 26Q: 3 clusters Score -67809.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -67811.507812 Penalty: 694.239380
	Iteration 27Q: 3 clusters Score -67811.51 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -67814.226562 Penalty: 694.239380
	Iteration 28Q: 3 clusters Score -67814.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -67815.968750 Penalty: 694.239380
	Iteration 29Q: 3 clusters Score -67815.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -67817.359375 Penalty: 694.239380
	Iteration 30Q: 3 clusters Score -67817.36 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -67821.554688 Penalty: 694.239380
	Iteration 31Q: 3 clusters Score -67821.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -67825.203125 Penalty: 694.239380
	Iteration 32Q: 3 clusters Score -67825.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -67829.015625 Penalty: 694.239380
	Iteration 33Q: 3 clusters Score -67829.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -67832.382812 Penalty: 694.239380
	Iteration 34Q: 3 clusters Score -67832.38 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -67836.585938 Penalty: 694.239380
	Iteration 35Q: 3 clusters Score -67836.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -67842.085938 Penalty: 694.239380
	Iteration 36Q: 3 clusters Score -67842.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -67846.953125 Penalty: 694.239380
	Iteration 37Q: 3 clusters Score -67846.95 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -67851.710938 Penalty: 694.239380
	Iteration 38Q: 3 clusters Score -67851.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -67853.570312 Penalty: 694.239380
	Iteration 39Q: 3 clusters Score -67853.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -67855.265625 Penalty: 694.239380
	Iteration 40F: 3 clusters Score -67855.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -67859.687500 Penalty: 694.239380
	Iteration 41Q: 3 clusters Score -67859.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -67865.789062 Penalty: 694.239380
	Iteration 42Q: 3 clusters Score -67865.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -67872.820312 Penalty: 694.239380
	Iteration 43Q: 3 clusters Score -67872.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -67876.875000 Penalty: 694.239380
	Iteration 44Q: 3 clusters Score -67876.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -67878.289062 Penalty: 694.239380
	Iteration 45Q: 3 clusters Score -67878.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -67881.804688 Penalty: 694.239380
	Iteration 46Q: 3 clusters Score -67881.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -67882.867188 Penalty: 694.239380
	Iteration 47Q: 3 clusters Score -67882.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -67883.406250 Penalty: 694.239380
	Iteration 48Q: 3 clusters Score -67883.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -67883.648438 Penalty: 694.239380
	Iteration 49Q: 3 clusters Score -67883.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -67883.648438 Penalty: 694.239380
	Iteration 50F: 3 clusters Score -67883.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Entering Unmasked Estep 
Score: -790040.937500 Penalty: 460.026001
	Iteration 0F: 2 clusters Score -790040.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -773548.187500 Penalty: 920.052002
	Iteration 0F: 3 clusters Score -773548.2 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -780807.000000 Penalty: 920.052002
	Iteration 1F: 3 clusters Score -780807 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13514 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -781418.562500 Penalty: 920.052002
	Iteration 2F: 3 clusters Score -781418.6 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -782212.562500 Penalty: 920.052002
	Iteration 3F: 3 clusters Score -782212.6 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14578 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -783225.937500 Penalty: 920.052002
	Iteration 4F: 3 clusters Score -783225.9 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -784340.500000 Penalty: 920.052002
	Iteration 5F: 3 clusters Score -784340.5 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -785137.250000 Penalty: 920.052002
	Iteration 6Q: 3 clusters Score -785137.2 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -785481.000000 Penalty: 920.052002
	Iteration 7Q: 3 clusters Score -785481 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -785631.687500 Penalty: 920.052002
	Iteration 8Q: 3 clusters Score -785631.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -785744.312500 Penalty: 920.052002
	Iteration 9Q: 3 clusters Score -785744.3 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -785855.500000 Penalty: 920.052002
	Iteration 10Q: 3 clusters Score -785855.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -785984.812500 Penalty: 920.052002
	Iteration 11Q: 3 clusters Score -785984.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -786162.187500 Penalty: 920.052002
	Iteration 12Q: 3 clusters Score -786162.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -786376.125000 Penalty: 920.052002
	Iteration 13Q: 3 clusters Score -786376.1 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -786614.562500 Penalty: 920.052002
	Iteration 14Q: 3 clusters Score -786614.6 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -786865.500000 Penalty: 920.052002
	Iteration 15Q: 3 clusters Score -786865.5 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -787145.625000 Penalty: 920.052002
	Iteration 16Q: 3 clusters Score -787145.6 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20594 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -787429.500000 Penalty: 920.052002
	Iteration 17Q: 3 clusters Score -787429.5 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -787711.625000 Penalty: 920.052002
	Iteration 18Q: 3 clusters Score -787711.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -787980.187500 Penalty: 920.052002
	Iteration 19Q: 3 clusters Score -787980.2 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -788239.437500 Penalty: 920.052002
	Iteration 20F: 3 clusters Score -788239.4 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -788471.187500 Penalty: 920.052002
	Iteration 21Q: 3 clusters Score -788471.2 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22798 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -788688.937500 Penalty: 920.052002
	Iteration 22Q: 3 clusters Score -788688.9 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -788854.875000 Penalty: 920.052002
	Iteration 23Q: 3 clusters Score -788854.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -789016.500000 Penalty: 920.052002
	Iteration 24Q: 3 clusters Score -789016.5 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -789154.125000 Penalty: 920.052002
	Iteration 25Q: 3 clusters Score -789154.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -789265.625000 Penalty: 920.052002
	Iteration 26Q: 3 clusters Score -789265.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -789361.000000 Penalty: 920.052002
	Iteration 27Q: 3 clusters Score -789361 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -789423.687500 Penalty: 920.052002
	Iteration 28Q: 3 clusters Score -789423.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -789479.000000 Penalty: 920.052002
	Iteration 29Q: 3 clusters Score -789479 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -789533.687500 Penalty: 920.052002
	Iteration 30Q: 3 clusters Score -789533.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -789564.937500 Penalty: 920.052002
	Iteration 31Q: 3 clusters Score -789564.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -789589.000000 Penalty: 920.052002
	Iteration 32Q: 3 clusters Score -789589 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -789604.187500 Penalty: 920.052002
	Iteration 33Q: 3 clusters Score -789604.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -789615.937500 Penalty: 920.052002
	Iteration 34Q: 3 clusters Score -789615.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -789621.562500 Penalty: 920.052002
	Iteration 35Q: 3 clusters Score -789621.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -789626.500000 Penalty: 920.052002
	Iteration 36Q: 3 clusters Score -789626.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -789626.250000 Penalty: 920.052002
	Iteration 37Q: 3 clusters Score -789626.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -789629.250000 Penalty: 920.052002
	Iteration 38Q: 3 clusters Score -789629.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -789632.000000 Penalty: 920.052002
	Iteration 39Q: 3 clusters Score -789632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -789631.500000 Penalty: 920.052002
	Iteration 40F: 3 clusters Score -789631.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -789632.750000 Penalty: 920.052002
	Iteration 41Q: 3 clusters Score -789632.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -789633.500000 Penalty: 920.052002
	Iteration 42Q: 3 clusters Score -789633.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -789635.875000 Penalty: 920.052002
	Iteration 43Q: 3 clusters Score -789635.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -789635.937500 Penalty: 920.052002
	Iteration 44Q: 3 clusters Score -789635.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -789635.937500 Penalty: 920.052002
	Iteration 45F: 3 clusters Score -789635.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3022 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Entering Unmasked Estep 
Score: -94191.476562 Penalty: 364.622162
	Iteration 0F: 2 clusters Score -94191.48 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -92096.320312 Penalty: 729.244324
	Iteration 0F: 3 clusters Score -92096.32 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -92876.796875 Penalty: 729.244324
	Iteration 1F: 3 clusters Score -92876.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -92996.851562 Penalty: 729.244324
	Iteration 2F: 3 clusters Score -92996.85 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -93131.843750 Penalty: 729.244324
	Iteration 3F: 3 clusters Score -93131.84 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -93273.812500 Penalty: 729.244324
	Iteration 4F: 3 clusters Score -93273.81 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -93426.710938 Penalty: 729.244324
	Iteration 5F: 3 clusters Score -93426.71 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -93576.843750 Penalty: 729.244324
	Iteration 6F: 3 clusters Score -93576.84 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -93700.398438 Penalty: 729.244324
	Iteration 7Q: 3 clusters Score -93700.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -93763.023438 Penalty: 729.244324
	Iteration 8Q: 3 clusters Score -93763.02 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -93796.945312 Penalty: 729.244324
	Iteration 9Q: 3 clusters Score -93796.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -93816.687500 Penalty: 729.244324
	Iteration 10Q: 3 clusters Score -93816.69 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -93838.539062 Penalty: 729.244324
	Iteration 11Q: 3 clusters Score -93838.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -93858.507812 Penalty: 729.244324
	Iteration 12Q: 3 clusters Score -93858.51 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -93868.835938 Penalty: 729.244324
	Iteration 13Q: 3 clusters Score -93868.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -93873.828125 Penalty: 729.244324
	Iteration 14Q: 3 clusters Score -93873.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -93876.023438 Penalty: 729.244324
	Iteration 15Q: 3 clusters Score -93876.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -93877.078125 Penalty: 729.244324
	Iteration 16Q: 3 clusters Score -93877.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -93877.429688 Penalty: 729.244324
	Iteration 17Q: 3 clusters Score -93877.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -93878.507812 Penalty: 729.244324
	Iteration 18Q: 3 clusters Score -93878.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -93881.281250 Penalty: 729.244324
	Iteration 19Q: 3 clusters Score -93881.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -93881.281250 Penalty: 729.244324
	Iteration 20F: 3 clusters Score -93881.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -260368.265625 Penalty: 412.287354
	Iteration 0F: 2 clusters Score -260368.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -254628.296875 Penalty: 824.574707
	Iteration 0F: 3 clusters Score -254628.3 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -257096.656250 Penalty: 824.574707
	Iteration 1F: 3 clusters Score -257096.7 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -257444.609375 Penalty: 824.574707
	Iteration 2F: 3 clusters Score -257444.6 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -257852.296875 Penalty: 824.574707
	Iteration 3F: 3 clusters Score -257852.3 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -258291.531250 Penalty: 824.574707
	Iteration 4F: 3 clusters Score -258291.5 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -258718.718750 Penalty: 824.574707
	Iteration 5F: 3 clusters Score -258718.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -259009.453125 Penalty: 824.574707
	Iteration 6F: 3 clusters Score -259009.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -259155.937500 Penalty: 824.574707
	Iteration 7Q: 3 clusters Score -259155.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -259238.609375 Penalty: 824.574707
	Iteration 8Q: 3 clusters Score -259238.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -259296.203125 Penalty: 824.574707
	Iteration 9Q: 3 clusters Score -259296.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -259342.390625 Penalty: 824.574707
	Iteration 10Q: 3 clusters Score -259342.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -259381.000000 Penalty: 824.574707
	Iteration 11Q: 3 clusters Score -259381 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -259431.187500 Penalty: 824.574707
	Iteration 12Q: 3 clusters Score -259431.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -259489.234375 Penalty: 824.574707
	Iteration 13Q: 3 clusters Score -259489.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -259558.625000 Penalty: 824.574707
	Iteration 14Q: 3 clusters Score -259558.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -259641.015625 Penalty: 824.574707
	Iteration 15Q: 3 clusters Score -259641 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -259710.390625 Penalty: 824.574707
	Iteration 16Q: 3 clusters Score -259710.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -259763.046875 Penalty: 824.574707
	Iteration 17Q: 3 clusters Score -259763 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -259796.984375 Penalty: 824.574707
	Iteration 18Q: 3 clusters Score -259797 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -259822.187500 Penalty: 824.574707
	Iteration 19Q: 3 clusters Score -259822.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -259839.750000 Penalty: 824.574707
	Iteration 20F: 3 clusters Score -259839.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -259853.890625 Penalty: 824.574707
	Iteration 21Q: 3 clusters Score -259853.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -259869.671875 Penalty: 824.574707
	Iteration 22Q: 3 clusters Score -259869.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -259880.609375 Penalty: 824.574707
	Iteration 23Q: 3 clusters Score -259880.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -259889.640625 Penalty: 824.574707
	Iteration 24Q: 3 clusters Score -259889.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -259896.890625 Penalty: 824.574707
	Iteration 25Q: 3 clusters Score -259896.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -259900.890625 Penalty: 824.574707
	Iteration 26Q: 3 clusters Score -259900.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -259906.937500 Penalty: 824.574707
	Iteration 27Q: 3 clusters Score -259906.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -259914.093750 Penalty: 824.574707
	Iteration 28Q: 3 clusters Score -259914.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -259922.609375 Penalty: 824.574707
	Iteration 29Q: 3 clusters Score -259922.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -259928.671875 Penalty: 824.574707
	Iteration 30Q: 3 clusters Score -259928.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -259934.453125 Penalty: 824.574707
	Iteration 31Q: 3 clusters Score -259934.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -259939.500000 Penalty: 824.574707
	Iteration 32Q: 3 clusters Score -259939.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -259942.265625 Penalty: 824.574707
	Iteration 33Q: 3 clusters Score -259942.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -259944.859375 Penalty: 824.574707
	Iteration 34Q: 3 clusters Score -259944.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -259948.281250 Penalty: 824.574707
	Iteration 35Q: 3 clusters Score -259948.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -259951.187500 Penalty: 824.574707
	Iteration 36Q: 3 clusters Score -259951.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -259954.218750 Penalty: 824.574707
	Iteration 37Q: 3 clusters Score -259954.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -259956.187500 Penalty: 824.574707
	Iteration 38Q: 3 clusters Score -259956.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -259958.968750 Penalty: 824.574707
	Iteration 39Q: 3 clusters Score -259959 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -259962.343750 Penalty: 824.574707
	Iteration 40F: 3 clusters Score -259962.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -259965.593750 Penalty: 824.574707
	Iteration 41Q: 3 clusters Score -259965.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -259971.609375 Penalty: 824.574707
	Iteration 42Q: 3 clusters Score -259971.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -259976.968750 Penalty: 824.574707
	Iteration 43Q: 3 clusters Score -259977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -259980.312500 Penalty: 824.574707
	Iteration 44Q: 3 clusters Score -259980.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -259984.015625 Penalty: 824.574707
	Iteration 45Q: 3 clusters Score -259984 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -259987.843750 Penalty: 824.574707
	Iteration 46Q: 3 clusters Score -259987.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -259992.625000 Penalty: 824.574707
	Iteration 47Q: 3 clusters Score -259992.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -259994.609375 Penalty: 824.574707
	Iteration 48Q: 3 clusters Score -259994.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -259996.734375 Penalty: 824.574707
	Iteration 49Q: 3 clusters Score -259996.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -259999.750000 Penalty: 824.574707
	Iteration 50Q: 3 clusters Score -259999.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -260001.375000 Penalty: 824.574707
	Iteration 51Q: 3 clusters Score -260001.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -260004.390625 Penalty: 824.574707
	Iteration 52Q: 3 clusters Score -260004.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -260005.250000 Penalty: 824.574707
	Iteration 53Q: 3 clusters Score -260005.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -260007.234375 Penalty: 824.574707
	Iteration 54Q: 3 clusters Score -260007.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -260011.656250 Penalty: 824.574707
	Iteration 55Q: 3 clusters Score -260011.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -260016.859375 Penalty: 824.574707
	Iteration 56Q: 3 clusters Score -260016.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -260021.765625 Penalty: 824.574707
	Iteration 57Q: 3 clusters Score -260021.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -260022.453125 Penalty: 824.574707
	Iteration 58Q: 3 clusters Score -260022.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -260023.531250 Penalty: 824.574707
	Iteration 59Q: 3 clusters Score -260023.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -260023.937500 Penalty: 824.574707
	Iteration 60F: 3 clusters Score -260023.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -260025.093750 Penalty: 824.574707
	Iteration 61Q: 3 clusters Score -260025.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -260025.046875 Penalty: 824.574707
	Iteration 62Q: 3 clusters Score -260025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -260025.578125 Penalty: 824.574707
	Iteration 63Q: 3 clusters Score -260025.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -260025.375000 Penalty: 824.574707
	Iteration 64Q: 3 clusters Score -260025.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -260025.406250 Penalty: 824.574707
	Iteration 65Q: 3 clusters Score -260025.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -260026.203125 Penalty: 824.574707
	Iteration 66Q: 3 clusters Score -260026.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -260026.453125 Penalty: 824.574707
	Iteration 67Q: 3 clusters Score -260026.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -260026.906250 Penalty: 824.574707
	Iteration 68Q: 3 clusters Score -260026.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -260026.875000 Penalty: 824.574707
	Iteration 69Q: 3 clusters Score -260026.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -260027.421875 Penalty: 824.574707
	Iteration 70Q: 3 clusters Score -260027.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -260027.375000 Penalty: 824.574707
	Iteration 71Q: 3 clusters Score -260027.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -260027.515625 Penalty: 824.574707
	Iteration 72Q: 3 clusters Score -260027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -260027.421875 Penalty: 824.574707
	Iteration 73Q: 3 clusters Score -260027.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -260027.421875 Penalty: 824.574707
	Iteration 74F: 3 clusters Score -260027.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (4803 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Entering Unmasked Estep 
Score: -147312.203125 Penalty: 385.703339
	Iteration 0F: 2 clusters Score -147312.2 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 2390 members 
Entering Unmasked Estep 
Score: -144046.218750 Penalty: 771.406677
	Iteration 0F: 3 clusters Score -144046.2 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -145443.593750 Penalty: 771.406677
	Iteration 1F: 3 clusters Score -145443.6 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -145656.312500 Penalty: 771.406677
	Iteration 2F: 3 clusters Score -145656.3 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -145816.984375 Penalty: 771.406677
	Iteration 3F: 3 clusters Score -145817 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -145935.984375 Penalty: 771.406677
	Iteration 4Q: 3 clusters Score -145936 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -146040.968750 Penalty: 771.406677
	Iteration 5Q: 3 clusters Score -146041 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -146147.593750 Penalty: 771.406677
	Iteration 6Q: 3 clusters Score -146147.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -146258.390625 Penalty: 771.406677
	Iteration 7Q: 3 clusters Score -146258.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -146385.375000 Penalty: 771.406677
	Iteration 8Q: 3 clusters Score -146385.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -146496.171875 Penalty: 771.406677
	Iteration 9Q: 3 clusters Score -146496.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -146551.921875 Penalty: 771.406677
	Iteration 10Q: 3 clusters Score -146551.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -146586.296875 Penalty: 771.406677
	Iteration 11Q: 3 clusters Score -146586.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -146605.828125 Penalty: 771.406677
	Iteration 12Q: 3 clusters Score -146605.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -146618.406250 Penalty: 771.406677
	Iteration 13Q: 3 clusters Score -146618.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -146627.562500 Penalty: 771.406677
	Iteration 14Q: 3 clusters Score -146627.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -146639.218750 Penalty: 771.406677
	Iteration 15Q: 3 clusters Score -146639.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -146653.890625 Penalty: 771.406677
	Iteration 16Q: 3 clusters Score -146653.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -146670.109375 Penalty: 771.406677
	Iteration 17Q: 3 clusters Score -146670.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -146688.031250 Penalty: 771.406677
	Iteration 18Q: 3 clusters Score -146688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -146700.078125 Penalty: 771.406677
	Iteration 19Q: 3 clusters Score -146700.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -146708.515625 Penalty: 771.406677
	Iteration 20F: 3 clusters Score -146708.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -146712.859375 Penalty: 771.406677
	Iteration 21Q: 3 clusters Score -146712.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -146716.187500 Penalty: 771.406677
	Iteration 22Q: 3 clusters Score -146716.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -146718.421875 Penalty: 771.406677
	Iteration 23Q: 3 clusters Score -146718.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -146720.640625 Penalty: 771.406677
	Iteration 24Q: 3 clusters Score -146720.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -146722.093750 Penalty: 771.406677
	Iteration 25Q: 3 clusters Score -146722.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -146724.843750 Penalty: 771.406677
	Iteration 26Q: 3 clusters Score -146724.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -146727.078125 Penalty: 771.406677
	Iteration 27Q: 3 clusters Score -146727.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -146729.375000 Penalty: 771.406677
	Iteration 28Q: 3 clusters Score -146729.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -146731.187500 Penalty: 771.406677
	Iteration 29Q: 3 clusters Score -146731.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -146733.031250 Penalty: 771.406677
	Iteration 30Q: 3 clusters Score -146733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -146734.375000 Penalty: 771.406677
	Iteration 31Q: 3 clusters Score -146734.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -146735.796875 Penalty: 771.406677
	Iteration 32Q: 3 clusters Score -146735.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -146736.390625 Penalty: 771.406677
	Iteration 33Q: 3 clusters Score -146736.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -146737.203125 Penalty: 771.406677
	Iteration 34Q: 3 clusters Score -146737.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -146737.984375 Penalty: 771.406677
	Iteration 35Q: 3 clusters Score -146738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -146740.015625 Penalty: 771.406677
	Iteration 36Q: 3 clusters Score -146740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -146743.046875 Penalty: 771.406677
	Iteration 37Q: 3 clusters Score -146743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -146745.234375 Penalty: 771.406677
	Iteration 38Q: 3 clusters Score -146745.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -146747.843750 Penalty: 771.406677
	Iteration 39Q: 3 clusters Score -146747.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -146750.093750 Penalty: 771.406677
	Iteration 40F: 3 clusters Score -146750.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -146753.343750 Penalty: 771.406677
	Iteration 41Q: 3 clusters Score -146753.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -146757.031250 Penalty: 771.406677
	Iteration 42Q: 3 clusters Score -146757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -146760.828125 Penalty: 771.406677
	Iteration 43Q: 3 clusters Score -146760.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -146765.921875 Penalty: 771.406677
	Iteration 44Q: 3 clusters Score -146765.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -146772.531250 Penalty: 771.406677
	Iteration 45Q: 3 clusters Score -146772.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -146778.828125 Penalty: 771.406677
	Iteration 46Q: 3 clusters Score -146778.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -146784.953125 Penalty: 771.406677
	Iteration 47Q: 3 clusters Score -146785 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -146791.046875 Penalty: 771.406677
	Iteration 48Q: 3 clusters Score -146791 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -146798.015625 Penalty: 771.406677
	Iteration 49Q: 3 clusters Score -146798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -146806.437500 Penalty: 771.406677
	Iteration 50Q: 3 clusters Score -146806.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -146813.390625 Penalty: 771.406677
	Iteration 51Q: 3 clusters Score -146813.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -146820.484375 Penalty: 771.406677
	Iteration 52Q: 3 clusters Score -146820.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -146826.359375 Penalty: 771.406677
	Iteration 53Q: 3 clusters Score -146826.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -146833.546875 Penalty: 771.406677
	Iteration 54Q: 3 clusters Score -146833.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -146838.734375 Penalty: 771.406677
	Iteration 55Q: 3 clusters Score -146838.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -146844.781250 Penalty: 771.406677
	Iteration 56Q: 3 clusters Score -146844.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -146853.406250 Penalty: 771.406677
	Iteration 57Q: 3 clusters Score -146853.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -146863.671875 Penalty: 771.406677
	Iteration 58Q: 3 clusters Score -146863.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -146875.171875 Penalty: 771.406677
	Iteration 59Q: 3 clusters Score -146875.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -146886.859375 Penalty: 771.406677
	Iteration 60F: 3 clusters Score -146886.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -146898.968750 Penalty: 771.406677
	Iteration 61Q: 3 clusters Score -146899 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -146911.515625 Penalty: 771.406677
	Iteration 62Q: 3 clusters Score -146911.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -146922.468750 Penalty: 771.406677
	Iteration 63Q: 3 clusters Score -146922.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -146934.078125 Penalty: 771.406677
	Iteration 64Q: 3 clusters Score -146934.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -146947.953125 Penalty: 771.406677
	Iteration 65Q: 3 clusters Score -146948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -146957.468750 Penalty: 771.406677
	Iteration 66Q: 3 clusters Score -146957.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -146961.109375 Penalty: 771.406677
	Iteration 67Q: 3 clusters Score -146961.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -146964.453125 Penalty: 771.406677
	Iteration 68Q: 3 clusters Score -146964.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -146966.281250 Penalty: 771.406677
	Iteration 69Q: 3 clusters Score -146966.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -146969.843750 Penalty: 771.406677
	Iteration 70Q: 3 clusters Score -146969.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -146971.953125 Penalty: 771.406677
	Iteration 71Q: 3 clusters Score -146972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -146975.218750 Penalty: 771.406677
	Iteration 72Q: 3 clusters Score -146975.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -146980.093750 Penalty: 771.406677
	Iteration 73Q: 3 clusters Score -146980.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -146984.593750 Penalty: 771.406677
	Iteration 74Q: 3 clusters Score -146984.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -146986.953125 Penalty: 771.406677
	Iteration 75Q: 3 clusters Score -146987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -146990.187500 Penalty: 771.406677
	Iteration 76Q: 3 clusters Score -146990.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -146995.015625 Penalty: 771.406677
	Iteration 77Q: 3 clusters Score -146995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -147000.203125 Penalty: 771.406677
	Iteration 78Q: 3 clusters Score -147000.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -147005.765625 Penalty: 771.406677
	Iteration 79Q: 3 clusters Score -147005.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -147013.625000 Penalty: 771.406677
	Iteration 80F: 3 clusters Score -147013.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -147020.390625 Penalty: 771.406677
	Iteration 81Q: 3 clusters Score -147020.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -147023.031250 Penalty: 771.406677
	Iteration 82Q: 3 clusters Score -147023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -147025.953125 Penalty: 771.406677
	Iteration 83Q: 3 clusters Score -147026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -147027.359375 Penalty: 771.406677
	Iteration 84Q: 3 clusters Score -147027.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -147029.000000 Penalty: 771.406677
	Iteration 85Q: 3 clusters Score -147029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -147030.234375 Penalty: 771.406677
	Iteration 86Q: 3 clusters Score -147030.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -147031.015625 Penalty: 771.406677
	Iteration 87Q: 3 clusters Score -147031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -147031.015625 Penalty: 771.406677
	Iteration 88F: 3 clusters Score -147031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Entering Unmasked Estep 
Score: -48304.816406 Penalty: 334.302124
	Iteration 0F: 2 clusters Score -48304.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -47159.828125 Penalty: 668.604248
	Iteration 0F: 3 clusters Score -47159.83 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -47550.960938 Penalty: 668.604248
	Iteration 1F: 3 clusters Score -47550.96 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -47610.585938 Penalty: 668.604248
	Iteration 2F: 3 clusters Score -47610.59 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -47653.816406 Penalty: 668.604248
	Iteration 3F: 3 clusters Score -47653.82 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -47689.289062 Penalty: 668.604248
	Iteration 4Q: 3 clusters Score -47689.29 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -47724.011719 Penalty: 668.604248
	Iteration 5Q: 3 clusters Score -47724.01 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -47749.105469 Penalty: 668.604248
	Iteration 6Q: 3 clusters Score -47749.11 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -47769.449219 Penalty: 668.604248
	Iteration 7Q: 3 clusters Score -47769.45 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -47781.625000 Penalty: 668.604248
	Iteration 8Q: 3 clusters Score -47781.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -47791.988281 Penalty: 668.604248
	Iteration 9Q: 3 clusters Score -47791.99 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -47802.972656 Penalty: 668.604248
	Iteration 10Q: 3 clusters Score -47802.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -47809.675781 Penalty: 668.604248
	Iteration 11Q: 3 clusters Score -47809.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -47813.917969 Penalty: 668.604248
	Iteration 12Q: 3 clusters Score -47813.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -47818.398438 Penalty: 668.604248
	Iteration 13Q: 3 clusters Score -47818.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -47825.292969 Penalty: 668.604248
	Iteration 14Q: 3 clusters Score -47825.29 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -47831.621094 Penalty: 668.604248
	Iteration 15Q: 3 clusters Score -47831.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -47837.230469 Penalty: 668.604248
	Iteration 16Q: 3 clusters Score -47837.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -47840.476562 Penalty: 668.604248
	Iteration 17Q: 3 clusters Score -47840.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -47842.617188 Penalty: 668.604248
	Iteration 18Q: 3 clusters Score -47842.62 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -47844.753906 Penalty: 668.604248
	Iteration 19Q: 3 clusters Score -47844.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -47848.371094 Penalty: 668.604248
	Iteration 20F: 3 clusters Score -47848.37 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -47854.679688 Penalty: 668.604248
	Iteration 21Q: 3 clusters Score -47854.68 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -47859.996094 Penalty: 668.604248
	Iteration 22Q: 3 clusters Score -47860 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -47869.847656 Penalty: 668.604248
	Iteration 23Q: 3 clusters Score -47869.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -47876.898438 Penalty: 668.604248
	Iteration 24Q: 3 clusters Score -47876.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -47880.730469 Penalty: 668.604248
	Iteration 25Q: 3 clusters Score -47880.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -47884.507812 Penalty: 668.604248
	Iteration 26Q: 3 clusters Score -47884.51 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -47886.570312 Penalty: 668.604248
	Iteration 27Q: 3 clusters Score -47886.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -47887.937500 Penalty: 668.604248
	Iteration 28Q: 3 clusters Score -47887.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -47888.156250 Penalty: 668.604248
	Iteration 29Q: 3 clusters Score -47888.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -47888.472656 Penalty: 668.604248
	Iteration 30Q: 3 clusters Score -47888.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -47888.500000 Penalty: 668.604248
	Iteration 31Q: 3 clusters Score -47888.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -47888.500000 Penalty: 668.604248
	Iteration 32F: 3 clusters Score -47888.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (1008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Entering Unmasked Estep 
Score: -25658.457031 Penalty: 314.665405
	Iteration 0F: 2 clusters Score -25658.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -24906.556641 Penalty: 629.330811
	Iteration 0F: 3 clusters Score -24906.56 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -25366.750000 Penalty: 629.330811
	Iteration 1F: 3 clusters Score -25366.75 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -25585.095703 Penalty: 629.330811
	Iteration 2F: 3 clusters Score -25585.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -25715.753906 Penalty: 629.330811
	Iteration 3F: 3 clusters Score -25715.75 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -25772.806641 Penalty: 629.330811
	Iteration 4F: 3 clusters Score -25772.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -25799.232422 Penalty: 629.330811
	Iteration 5Q: 3 clusters Score -25799.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -25818.730469 Penalty: 629.330811
	Iteration 6Q: 3 clusters Score -25818.73 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -25830.236328 Penalty: 629.330811
	Iteration 7Q: 3 clusters Score -25830.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -25834.753906 Penalty: 629.330811
	Iteration 8Q: 3 clusters Score -25834.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -25835.464844 Penalty: 629.330811
	Iteration 9Q: 3 clusters Score -25835.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -25836.005859 Penalty: 629.330811
	Iteration 10Q: 3 clusters Score -25836.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -25836.664062 Penalty: 629.330811
	Iteration 11Q: 3 clusters Score -25836.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -25836.664062 Penalty: 629.330811
	Iteration 12F: 3 clusters Score -25836.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 45404 members 
Mstep: Class 3 contains 6633 members 
Mstep: Class 4 contains 9048 members 
Mstep: Class 5 contains 4049 members 
Mstep: Class 6 contains 1368 members 
Mstep: Class 7 contains 57246 members 
Mstep: Class 8 contains 33889 members 
Mstep: Class 9 contains 13062 members 
Mstep: Class 10 contains 4148 members 
Mstep: Class 11 contains 1491 members 
Mstep: Class 12 contains 7989 members 
Mstep: Class 13 contains 2057 members 
Mstep: Class 14 contains 24599 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 4803 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 198 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 120797 members 
Mstep: Class 22 contains 150410 members 
Mstep: Class 23 contains 5013 members 
Mstep: Class 24 contains 11735 members 
Mstep: Class 25 contains 1189 members 
Mstep: Class 26 contains 2616 members 
Mstep: Class 27 contains 810 members 
Entering Unmasked Estep 
Score: -15731991.000000 Penalty: 16176.327148
Splitting cluster 19 changes total score from -15732011.000000 to -15731991.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Entering Unmasked Estep 
Score: -22701.199219 Penalty: 294.842010
	Iteration 0F: 2 clusters Score -22701.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -22107.218750 Penalty: 589.684021
	Iteration 0F: 3 clusters Score -22107.22 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -22267.167969 Penalty: 589.684021
	Iteration 1F: 3 clusters Score -22267.17 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -22297.632812 Penalty: 589.684021
	Iteration 2F: 3 clusters Score -22297.63 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -22311.548828 Penalty: 589.684021
	Iteration 3Q: 3 clusters Score -22311.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -22320.777344 Penalty: 589.684021
	Iteration 4Q: 3 clusters Score -22320.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -22330.310547 Penalty: 589.684021
	Iteration 5Q: 3 clusters Score -22330.31 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -22341.580078 Penalty: 589.684021
	Iteration 6Q: 3 clusters Score -22341.58 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22347.437500 Penalty: 589.684021
	Iteration 7Q: 3 clusters Score -22347.44 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -22351.423828 Penalty: 589.684021
	Iteration 8Q: 3 clusters Score -22351.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -22354.337891 Penalty: 589.684021
	Iteration 9Q: 3 clusters Score -22354.34 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -22358.361328 Penalty: 589.684021
	Iteration 10Q: 3 clusters Score -22358.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -22360.300781 Penalty: 589.684021
	Iteration 11Q: 3 clusters Score -22360.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -22362.425781 Penalty: 589.684021
	Iteration 12Q: 3 clusters Score -22362.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -22364.156250 Penalty: 589.684021
	Iteration 13Q: 3 clusters Score -22364.16 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -22364.763672 Penalty: 589.684021
	Iteration 14Q: 3 clusters Score -22364.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -22364.943359 Penalty: 589.684021
	Iteration 15Q: 3 clusters Score -22364.94 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -22365.181641 Penalty: 589.684021
	Iteration 16Q: 3 clusters Score -22365.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -22365.181641 Penalty: 589.684021
	Iteration 17F: 3 clusters Score -22365.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (120797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120797 members 
Entering Unmasked Estep 
Score: -3977767.000000 Penalty: 532.434937
	Iteration 0F: 2 clusters Score -3977767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60368 members 
Mstep: Class 2 contains 60429 members 
Entering Unmasked Estep 
Score: -3896059.500000 Penalty: 1064.869873
	Iteration 0F: 3 clusters Score -3896060 nChanged 59321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56295 members 
Mstep: Class 2 contains 64502 members 
Entering Unmasked Estep 
Score: -3933734.000000 Penalty: 1064.869873
	Iteration 1F: 3 clusters Score -3933734 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53366 members 
Mstep: Class 2 contains 67431 members 
Entering Unmasked Estep 
Score: -3936570.000000 Penalty: 1064.869873
	Iteration 2F: 3 clusters Score -3936570 nChanged 7084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49924 members 
Mstep: Class 2 contains 70873 members 
Entering Unmasked Estep 
Score: -3940006.000000 Penalty: 1064.869873
	Iteration 3F: 3 clusters Score -3940006 nChanged 7182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46336 members 
Mstep: Class 2 contains 74461 members 
Entering Unmasked Estep 
Score: -3943731.750000 Penalty: 1064.869873
	Iteration 4F: 3 clusters Score -3943732 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42811 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -3947899.500000 Penalty: 1064.869873
	Iteration 5F: 3 clusters Score -3947900 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 81374 members 
Entering Unmasked Estep 
Score: -3952753.750000 Penalty: 1064.869873
	Iteration 6F: 3 clusters Score -3952754 nChanged 5525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36440 members 
Mstep: Class 2 contains 84357 members 
Entering Unmasked Estep 
Score: -3957368.250000 Penalty: 1064.869873
	Iteration 7Q: 3 clusters Score -3957368 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 86771 members 
Entering Unmasked Estep 
Score: -3960178.250000 Penalty: 1064.869873
	Iteration 8Q: 3 clusters Score -3960178 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31745 members 
Mstep: Class 2 contains 89052 members 
Entering Unmasked Estep 
Score: -3961700.500000 Penalty: 1064.869873
	Iteration 9Q: 3 clusters Score -3961700 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 91377 members 
Entering Unmasked Estep 
Score: -3962714.000000 Penalty: 1064.869873
	Iteration 10Q: 3 clusters Score -3962714 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 93759 members 
Entering Unmasked Estep 
Score: -3963686.750000 Penalty: 1064.869873
	Iteration 11Q: 3 clusters Score -3963687 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 96139 members 
Entering Unmasked Estep 
Score: -3964756.500000 Penalty: 1064.869873
	Iteration 12Q: 3 clusters Score -3964756 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 98412 members 
Entering Unmasked Estep 
Score: -3965759.250000 Penalty: 1064.869873
	Iteration 13Q: 3 clusters Score -3965759 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 100627 members 
Entering Unmasked Estep 
Score: -3966811.000000 Penalty: 1064.869873
	Iteration 14Q: 3 clusters Score -3966811 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 102872 members 
Entering Unmasked Estep 
Score: -3967998.750000 Penalty: 1064.869873
	Iteration 15Q: 3 clusters Score -3967999 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 104968 members 
Entering Unmasked Estep 
Score: -3969087.750000 Penalty: 1064.869873
	Iteration 16Q: 3 clusters Score -3969088 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 106871 members 
Entering Unmasked Estep 
Score: -3970078.250000 Penalty: 1064.869873
	Iteration 17Q: 3 clusters Score -3970078 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 108614 members 
Entering Unmasked Estep 
Score: -3970920.000000 Penalty: 1064.869873
	Iteration 18Q: 3 clusters Score -3970920 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 110199 members 
Entering Unmasked Estep 
Score: -3971715.000000 Penalty: 1064.869873
	Iteration 19Q: 3 clusters Score -3971715 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 111682 members 
Entering Unmasked Estep 
Score: -3972518.250000 Penalty: 1064.869873
	Iteration 20F: 3 clusters Score -3972518 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 113024 members 
Entering Unmasked Estep 
Score: -3973207.750000 Penalty: 1064.869873
	Iteration 21Q: 3 clusters Score -3973208 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 114224 members 
Entering Unmasked Estep 
Score: -3973855.750000 Penalty: 1064.869873
	Iteration 22Q: 3 clusters Score -3973856 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 115238 members 
Entering Unmasked Estep 
Score: -3974408.500000 Penalty: 1064.869873
	Iteration 23Q: 3 clusters Score -3974408 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 116152 members 
Entering Unmasked Estep 
Score: -3974878.250000 Penalty: 1064.869873
	Iteration 24Q: 3 clusters Score -3974878 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 116948 members 
Entering Unmasked Estep 
Score: -3975311.000000 Penalty: 1064.869873
	Iteration 25Q: 3 clusters Score -3975311 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 117711 members 
Entering Unmasked Estep 
Score: -3975730.250000 Penalty: 1064.869873
	Iteration 26Q: 3 clusters Score -3975730 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 118345 members 
Entering Unmasked Estep 
Score: -3976092.250000 Penalty: 1064.869873
	Iteration 27Q: 3 clusters Score -3976092 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 118892 members 
Entering Unmasked Estep 
Score: -3976383.500000 Penalty: 1064.869873
	Iteration 28Q: 3 clusters Score -3976384 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 119338 members 
Entering Unmasked Estep 
Score: -3976618.000000 Penalty: 1064.869873
	Iteration 29Q: 3 clusters Score -3976618 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 119687 members 
Entering Unmasked Estep 
Score: -3976784.000000 Penalty: 1064.869873
	Iteration 30Q: 3 clusters Score -3976784 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 119956 members 
Entering Unmasked Estep 
Score: -3976940.500000 Penalty: 1064.869873
	Iteration 31Q: 3 clusters Score -3976940 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 120141 members 
Entering Unmasked Estep 
Score: -3977038.750000 Penalty: 1064.869873
	Iteration 32Q: 3 clusters Score -3977039 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 120279 members 
Entering Unmasked Estep 
Score: -3977111.250000 Penalty: 1064.869873
	Iteration 33Q: 3 clusters Score -3977111 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 120362 members 
Entering Unmasked Estep 
Score: -3977138.750000 Penalty: 1064.869873
	Iteration 34Q: 3 clusters Score -3977139 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 120438 members 
Entering Unmasked Estep 
Score: -3977183.500000 Penalty: 1064.869873
	Iteration 35Q: 3 clusters Score -3977184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 120492 members 
Entering Unmasked Estep 
Score: -3977225.250000 Penalty: 1064.869873
	Iteration 36Q: 3 clusters Score -3977225 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 120520 members 
Entering Unmasked Estep 
Score: -3977239.250000 Penalty: 1064.869873
	Iteration 37Q: 3 clusters Score -3977239 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 120541 members 
Entering Unmasked Estep 
Score: -3977244.750000 Penalty: 1064.869873
	Iteration 38Q: 3 clusters Score -3977245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 120564 members 
Entering Unmasked Estep 
Score: -3977252.000000 Penalty: 1064.869873
	Iteration 39Q: 3 clusters Score -3977252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 120581 members 
Entering Unmasked Estep 
Score: -3977262.000000 Penalty: 1064.869873
	Iteration 40F: 3 clusters Score -3977262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 120597 members 
Entering Unmasked Estep 
Score: -3977274.500000 Penalty: 1064.869873
	Iteration 41Q: 3 clusters Score -3977274 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 120607 members 
Entering Unmasked Estep 
Score: -3977274.250000 Penalty: 1064.869873
	Iteration 42Q: 3 clusters Score -3977274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 120611 members 
Entering Unmasked Estep 
Score: -3977276.500000 Penalty: 1064.869873
	Iteration 43Q: 3 clusters Score -3977276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 120620 members 
Entering Unmasked Estep 
Score: -3977285.500000 Penalty: 1064.869873
	Iteration 44Q: 3 clusters Score -3977286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 120626 members 
Entering Unmasked Estep 
Score: -3977287.000000 Penalty: 1064.869873
	Iteration 45Q: 3 clusters Score -3977287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 120629 members 
Entering Unmasked Estep 
Score: -3977288.750000 Penalty: 1064.869873
	Iteration 46Q: 3 clusters Score -3977289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 120632 members 
Entering Unmasked Estep 
Score: -3977287.000000 Penalty: 1064.869873
	Iteration 47Q: 3 clusters Score -3977287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 120632 members 
Entering Unmasked Estep 
Score: -3977287.000000 Penalty: 1064.869873
	Iteration 48F: 3 clusters Score -3977287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (150410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150410 members 
Entering Unmasked Estep 
Score: -4989726.500000 Penalty: 542.411011
	Iteration 0F: 2 clusters Score -4989726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75295 members 
Mstep: Class 2 contains 75115 members 
Entering Unmasked Estep 
Score: -4887566.500000 Penalty: 1084.822021
	Iteration 0F: 3 clusters Score -4887566 nChanged 74196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Mstep: Class 2 contains 69153 members 
Entering Unmasked Estep 
Score: -4933515.000000 Penalty: 1084.822021
	Iteration 1F: 3 clusters Score -4933515 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85411 members 
Mstep: Class 2 contains 64999 members 
Entering Unmasked Estep 
Score: -4936150.000000 Penalty: 1084.822021
	Iteration 2Q: 3 clusters Score -4936150 nChanged 8919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91602 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -4940558.500000 Penalty: 1084.822021
	Iteration 3F: 3 clusters Score -4940558 nChanged 10443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99551 members 
Mstep: Class 2 contains 50859 members 
Entering Unmasked Estep 
Score: -4946644.000000 Penalty: 1084.822021
	Iteration 4F: 3 clusters Score -4946644 nChanged 10785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108234 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -4953582.500000 Penalty: 1084.822021
	Iteration 5F: 3 clusters Score -4953582 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117068 members 
Mstep: Class 2 contains 33342 members 
Entering Unmasked Estep 
Score: -4960802.000000 Penalty: 1084.822021
	Iteration 6F: 3 clusters Score -4960802 nChanged 9046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125540 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -4967936.000000 Penalty: 1084.822021
	Iteration 7F: 3 clusters Score -4967936 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133165 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -4974817.000000 Penalty: 1084.822021
	Iteration 8F: 3 clusters Score -4974817 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139044 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -4980156.000000 Penalty: 1084.822021
	Iteration 9Q: 3 clusters Score -4980156 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143184 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -4983735.000000 Penalty: 1084.822021
	Iteration 10Q: 3 clusters Score -4983735 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145968 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -4986079.500000 Penalty: 1084.822021
	Iteration 11Q: 3 clusters Score -4986080 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147732 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -4987447.500000 Penalty: 1084.822021
	Iteration 12Q: 3 clusters Score -4987448 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148801 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -4988238.500000 Penalty: 1084.822021
	Iteration 13Q: 3 clusters Score -4988238 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149432 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4988719.000000 Penalty: 1084.822021
	Iteration 14Q: 3 clusters Score -4988719 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149786 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4988931.000000 Penalty: 1084.822021
	Iteration 15Q: 3 clusters Score -4988931 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150000 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4989081.000000 Penalty: 1084.822021
	Iteration 16Q: 3 clusters Score -4989081 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150122 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -4989160.000000 Penalty: 1084.822021
	Iteration 17Q: 3 clusters Score -4989160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150191 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4989196.000000 Penalty: 1084.822021
	Iteration 18Q: 3 clusters Score -4989196 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150230 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -4989217.000000 Penalty: 1084.822021
	Iteration 19Q: 3 clusters Score -4989217 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150256 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -4989229.500000 Penalty: 1084.822021
	Iteration 20F: 3 clusters Score -4989230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150271 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -4989235.500000 Penalty: 1084.822021
	Iteration 21Q: 3 clusters Score -4989236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150281 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -4989249.000000 Penalty: 1084.822021
	Iteration 22Q: 3 clusters Score -4989249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150290 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -4989257.000000 Penalty: 1084.822021
	Iteration 23Q: 3 clusters Score -4989257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150298 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -4989261.000000 Penalty: 1084.822021
	Iteration 24Q: 3 clusters Score -4989261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150307 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -4989275.500000 Penalty: 1084.822021
	Iteration 25Q: 3 clusters Score -4989276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150315 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -4989280.000000 Penalty: 1084.822021
	Iteration 26Q: 3 clusters Score -4989280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4989278.500000 Penalty: 1084.822021
	Iteration 27Q: 3 clusters Score -4989278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150316 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -4989278.500000 Penalty: 1084.822021
	Iteration 28F: 3 clusters Score -4989278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Entering Unmasked Estep 
Score: -149003.046875 Penalty: 387.650421
	Iteration 0F: 2 clusters Score -149003 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -145577.796875 Penalty: 775.300842
	Iteration 0F: 3 clusters Score -145577.8 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -146886.718750 Penalty: 775.300842
	Iteration 1F: 3 clusters Score -146886.7 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -147033.156250 Penalty: 775.300842
	Iteration 2F: 3 clusters Score -147033.2 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -147195.890625 Penalty: 775.300842
	Iteration 3F: 3 clusters Score -147195.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -147377.875000 Penalty: 775.300842
	Iteration 4F: 3 clusters Score -147377.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -147570.203125 Penalty: 775.300842
	Iteration 5F: 3 clusters Score -147570.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -147776.578125 Penalty: 775.300842
	Iteration 6F: 3 clusters Score -147776.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -147981.578125 Penalty: 775.300842
	Iteration 7F: 3 clusters Score -147981.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -148141.937500 Penalty: 775.300842
	Iteration 8Q: 3 clusters Score -148141.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -148246.718750 Penalty: 775.300842
	Iteration 9Q: 3 clusters Score -148246.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -148330.171875 Penalty: 775.300842
	Iteration 10Q: 3 clusters Score -148330.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -148387.234375 Penalty: 775.300842
	Iteration 11Q: 3 clusters Score -148387.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -148442.015625 Penalty: 775.300842
	Iteration 12Q: 3 clusters Score -148442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -148497.843750 Penalty: 775.300842
	Iteration 13Q: 3 clusters Score -148497.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -148535.828125 Penalty: 775.300842
	Iteration 14Q: 3 clusters Score -148535.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -148562.921875 Penalty: 775.300842
	Iteration 15Q: 3 clusters Score -148562.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -148578.734375 Penalty: 775.300842
	Iteration 16Q: 3 clusters Score -148578.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -148594.406250 Penalty: 775.300842
	Iteration 17Q: 3 clusters Score -148594.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -148612.640625 Penalty: 775.300842
	Iteration 18Q: 3 clusters Score -148612.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -148626.078125 Penalty: 775.300842
	Iteration 19Q: 3 clusters Score -148626.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -148637.484375 Penalty: 775.300842
	Iteration 20F: 3 clusters Score -148637.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -148645.125000 Penalty: 775.300842
	Iteration 21Q: 3 clusters Score -148645.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -148652.765625 Penalty: 775.300842
	Iteration 22Q: 3 clusters Score -148652.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -148657.531250 Penalty: 775.300842
	Iteration 23Q: 3 clusters Score -148657.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -148660.359375 Penalty: 775.300842
	Iteration 24Q: 3 clusters Score -148660.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -148663.031250 Penalty: 775.300842
	Iteration 25Q: 3 clusters Score -148663 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -148664.250000 Penalty: 775.300842
	Iteration 26Q: 3 clusters Score -148664.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -148667.171875 Penalty: 775.300842
	Iteration 27Q: 3 clusters Score -148667.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -148668.968750 Penalty: 775.300842
	Iteration 28Q: 3 clusters Score -148669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -148670.093750 Penalty: 775.300842
	Iteration 29Q: 3 clusters Score -148670.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -148670.093750 Penalty: 775.300842
	Iteration 30F: 3 clusters Score -148670.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Entering Unmasked Estep 
Score: -394195.250000 Penalty: 426.350037
	Iteration 0F: 2 clusters Score -394195.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -386335.093750 Penalty: 852.700073
	Iteration 0F: 3 clusters Score -386335.1 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -389341.281250 Penalty: 852.700073
	Iteration 1F: 3 clusters Score -389341.3 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -389521.937500 Penalty: 852.700073
	Iteration 2Q: 3 clusters Score -389521.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -389722.343750 Penalty: 852.700073
	Iteration 3Q: 3 clusters Score -389722.3 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -389946.750000 Penalty: 852.700073
	Iteration 4Q: 3 clusters Score -389946.8 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -390213.781250 Penalty: 852.700073
	Iteration 5Q: 3 clusters Score -390213.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -390537.812500 Penalty: 852.700073
	Iteration 6F: 3 clusters Score -390537.8 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -390918.562500 Penalty: 852.700073
	Iteration 7F: 3 clusters Score -390918.6 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -391333.187500 Penalty: 852.700073
	Iteration 8F: 3 clusters Score -391333.2 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -391738.000000 Penalty: 852.700073
	Iteration 9F: 3 clusters Score -391738 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -392041.531250 Penalty: 852.700073
	Iteration 10Q: 3 clusters Score -392041.5 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -392214.718750 Penalty: 852.700073
	Iteration 11Q: 3 clusters Score -392214.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -392284.406250 Penalty: 852.700073
	Iteration 12Q: 3 clusters Score -392284.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -392339.218750 Penalty: 852.700073
	Iteration 13Q: 3 clusters Score -392339.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -392395.250000 Penalty: 852.700073
	Iteration 14Q: 3 clusters Score -392395.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -392447.968750 Penalty: 852.700073
	Iteration 15Q: 3 clusters Score -392448 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -392510.281250 Penalty: 852.700073
	Iteration 16Q: 3 clusters Score -392510.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -392572.968750 Penalty: 852.700073
	Iteration 17Q: 3 clusters Score -392573 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -392640.468750 Penalty: 852.700073
	Iteration 18Q: 3 clusters Score -392640.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -392695.750000 Penalty: 852.700073
	Iteration 19Q: 3 clusters Score -392695.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -392732.031250 Penalty: 852.700073
	Iteration 20F: 3 clusters Score -392732 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -392765.750000 Penalty: 852.700073
	Iteration 21Q: 3 clusters Score -392765.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -392791.375000 Penalty: 852.700073
	Iteration 22Q: 3 clusters Score -392791.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -392818.218750 Penalty: 852.700073
	Iteration 23Q: 3 clusters Score -392818.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -392846.968750 Penalty: 852.700073
	Iteration 24Q: 3 clusters Score -392847 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -392872.312500 Penalty: 852.700073
	Iteration 25Q: 3 clusters Score -392872.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -392891.875000 Penalty: 852.700073
	Iteration 26Q: 3 clusters Score -392891.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -392908.093750 Penalty: 852.700073
	Iteration 27Q: 3 clusters Score -392908.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -392925.937500 Penalty: 852.700073
	Iteration 28Q: 3 clusters Score -392925.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -392946.500000 Penalty: 852.700073
	Iteration 29Q: 3 clusters Score -392946.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -392969.375000 Penalty: 852.700073
	Iteration 30Q: 3 clusters Score -392969.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -392985.593750 Penalty: 852.700073
	Iteration 31Q: 3 clusters Score -392985.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -393000.250000 Penalty: 852.700073
	Iteration 32Q: 3 clusters Score -393000.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -393017.156250 Penalty: 852.700073
	Iteration 33Q: 3 clusters Score -393017.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -393041.218750 Penalty: 852.700073
	Iteration 34Q: 3 clusters Score -393041.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -393060.812500 Penalty: 852.700073
	Iteration 35Q: 3 clusters Score -393060.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -393077.343750 Penalty: 852.700073
	Iteration 36Q: 3 clusters Score -393077.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -393093.406250 Penalty: 852.700073
	Iteration 37Q: 3 clusters Score -393093.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -393105.312500 Penalty: 852.700073
	Iteration 38Q: 3 clusters Score -393105.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -393120.375000 Penalty: 852.700073
	Iteration 39Q: 3 clusters Score -393120.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -393138.312500 Penalty: 852.700073
	Iteration 40F: 3 clusters Score -393138.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -393156.062500 Penalty: 852.700073
	Iteration 41Q: 3 clusters Score -393156.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -393170.500000 Penalty: 852.700073
	Iteration 42Q: 3 clusters Score -393170.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -393187.593750 Penalty: 852.700073
	Iteration 43Q: 3 clusters Score -393187.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -393207.468750 Penalty: 852.700073
	Iteration 44Q: 3 clusters Score -393207.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -393230.406250 Penalty: 852.700073
	Iteration 45Q: 3 clusters Score -393230.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -393251.250000 Penalty: 852.700073
	Iteration 46Q: 3 clusters Score -393251.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -393274.125000 Penalty: 852.700073
	Iteration 47Q: 3 clusters Score -393274.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -393293.781250 Penalty: 852.700073
	Iteration 48Q: 3 clusters Score -393293.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -393311.687500 Penalty: 852.700073
	Iteration 49Q: 3 clusters Score -393311.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -393331.187500 Penalty: 852.700073
	Iteration 50Q: 3 clusters Score -393331.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -393347.375000 Penalty: 852.700073
	Iteration 51Q: 3 clusters Score -393347.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -393360.812500 Penalty: 852.700073
	Iteration 52Q: 3 clusters Score -393360.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -393376.843750 Penalty: 852.700073
	Iteration 53Q: 3 clusters Score -393376.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -393392.687500 Penalty: 852.700073
	Iteration 54Q: 3 clusters Score -393392.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -393411.750000 Penalty: 852.700073
	Iteration 55Q: 3 clusters Score -393411.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -393429.125000 Penalty: 852.700073
	Iteration 56Q: 3 clusters Score -393429.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -393445.437500 Penalty: 852.700073
	Iteration 57Q: 3 clusters Score -393445.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -393459.625000 Penalty: 852.700073
	Iteration 58Q: 3 clusters Score -393459.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -393472.562500 Penalty: 852.700073
	Iteration 59Q: 3 clusters Score -393472.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -393487.968750 Penalty: 852.700073
	Iteration 60F: 3 clusters Score -393488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -393501.437500 Penalty: 852.700073
	Iteration 61Q: 3 clusters Score -393501.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -393516.562500 Penalty: 852.700073
	Iteration 62Q: 3 clusters Score -393516.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -393535.000000 Penalty: 852.700073
	Iteration 63Q: 3 clusters Score -393535 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -393555.718750 Penalty: 852.700073
	Iteration 64Q: 3 clusters Score -393555.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -393571.093750 Penalty: 852.700073
	Iteration 65Q: 3 clusters Score -393571.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -393586.031250 Penalty: 852.700073
	Iteration 66Q: 3 clusters Score -393586 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -393604.125000 Penalty: 852.700073
	Iteration 67Q: 3 clusters Score -393604.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -393614.531250 Penalty: 852.700073
	Iteration 68Q: 3 clusters Score -393614.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -393630.406250 Penalty: 852.700073
	Iteration 69Q: 3 clusters Score -393630.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -393651.125000 Penalty: 852.700073
	Iteration 70Q: 3 clusters Score -393651.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -393670.468750 Penalty: 852.700073
	Iteration 71Q: 3 clusters Score -393670.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -393694.968750 Penalty: 852.700073
	Iteration 72Q: 3 clusters Score -393695 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -393713.343750 Penalty: 852.700073
	Iteration 73Q: 3 clusters Score -393713.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -393741.125000 Penalty: 852.700073
	Iteration 74Q: 3 clusters Score -393741.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -393763.906250 Penalty: 852.700073
	Iteration 75Q: 3 clusters Score -393763.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -393780.406250 Penalty: 852.700073
	Iteration 76Q: 3 clusters Score -393780.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -393793.437500 Penalty: 852.700073
	Iteration 77Q: 3 clusters Score -393793.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -393804.312500 Penalty: 852.700073
	Iteration 78Q: 3 clusters Score -393804.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -393810.531250 Penalty: 852.700073
	Iteration 79Q: 3 clusters Score -393810.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -393813.343750 Penalty: 852.700073
	Iteration 80F: 3 clusters Score -393813.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -393815.687500 Penalty: 852.700073
	Iteration 81Q: 3 clusters Score -393815.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -393817.031250 Penalty: 852.700073
	Iteration 82Q: 3 clusters Score -393817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -393817.093750 Penalty: 852.700073
	Iteration 83Q: 3 clusters Score -393817.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -393817.375000 Penalty: 852.700073
	Iteration 84Q: 3 clusters Score -393817.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -393817.375000 Penalty: 852.700073
	Iteration 85F: 3 clusters Score -393817.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -34033.148438 Penalty: 322.179474
	Iteration 0F: 2 clusters Score -34033.15 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -33084.566406 Penalty: 644.358948
	Iteration 0F: 3 clusters Score -33084.57 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -33423.792969 Penalty: 644.358948
	Iteration 1F: 3 clusters Score -33423.79 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -33568.683594 Penalty: 644.358948
	Iteration 2F: 3 clusters Score -33568.68 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -33650.550781 Penalty: 644.358948
	Iteration 3F: 3 clusters Score -33650.55 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -33707.496094 Penalty: 644.358948
	Iteration 4F: 3 clusters Score -33707.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -33756.785156 Penalty: 644.358948
	Iteration 5F: 3 clusters Score -33756.79 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -33783.421875 Penalty: 644.358948
	Iteration 6Q: 3 clusters Score -33783.42 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -33815.632812 Penalty: 644.358948
	Iteration 7Q: 3 clusters Score -33815.63 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -33842.183594 Penalty: 644.358948
	Iteration 8Q: 3 clusters Score -33842.18 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -33867.144531 Penalty: 644.358948
	Iteration 9Q: 3 clusters Score -33867.14 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -33878.136719 Penalty: 644.358948
	Iteration 10Q: 3 clusters Score -33878.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -33888.968750 Penalty: 644.358948
	Iteration 11Q: 3 clusters Score -33888.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -33897.535156 Penalty: 644.358948
	Iteration 12Q: 3 clusters Score -33897.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -33904.703125 Penalty: 644.358948
	Iteration 13Q: 3 clusters Score -33904.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -33907.566406 Penalty: 644.358948
	Iteration 14Q: 3 clusters Score -33907.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -33910.742188 Penalty: 644.358948
	Iteration 15Q: 3 clusters Score -33910.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -33915.289062 Penalty: 644.358948
	Iteration 16Q: 3 clusters Score -33915.29 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -33919.468750 Penalty: 644.358948
	Iteration 17Q: 3 clusters Score -33919.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -33921.894531 Penalty: 644.358948
	Iteration 18Q: 3 clusters Score -33921.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -33923.277344 Penalty: 644.358948
	Iteration 19Q: 3 clusters Score -33923.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -33923.710938 Penalty: 644.358948
	Iteration 20F: 3 clusters Score -33923.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -33924.769531 Penalty: 644.358948
	Iteration 21Q: 3 clusters Score -33924.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -33925.339844 Penalty: 644.358948
	Iteration 22Q: 3 clusters Score -33925.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -33926.054688 Penalty: 644.358948
	Iteration 23Q: 3 clusters Score -33926.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -33926.250000 Penalty: 644.358948
	Iteration 24Q: 3 clusters Score -33926.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33926.636719 Penalty: 644.358948
	Iteration 25Q: 3 clusters Score -33926.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -33926.636719 Penalty: 644.358948
	Iteration 26F: 3 clusters Score -33926.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 45404 members 
Mstep: Class 3 contains 6633 members 
Mstep: Class 4 contains 9048 members 
Mstep: Class 5 contains 4049 members 
Mstep: Class 6 contains 1368 members 
Mstep: Class 7 contains 57246 members 
Mstep: Class 8 contains 33889 members 
Mstep: Class 9 contains 13062 members 
Mstep: Class 10 contains 4148 members 
Mstep: Class 11 contains 1491 members 
Mstep: Class 12 contains 7989 members 
Mstep: Class 13 contains 2057 members 
Mstep: Class 14 contains 24599 members 
Mstep: Class 15 contains 3022 members 
Mstep: Class 16 contains 8615 members 
Mstep: Class 17 contains 4803 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 1008 members 
Mstep: Class 20 contains 652 members 
Mstep: Class 21 contains 120797 members 
Mstep: Class 22 contains 150410 members 
Mstep: Class 23 contains 5013 members 
Mstep: Class 24 contains 11735 members 
Mstep: Class 25 contains 1189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732478.000000 Penalty: 15577.204102
Iteration 119Q: 27 clusters Score -1.573248e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 45348 members 
Mstep: Class 3 contains 6754 members 
Mstep: Class 4 contains 9098 members 
Mstep: Class 5 contains 4054 members 
Mstep: Class 6 contains 1368 members 
Mstep: Class 7 contains 57282 members 
Mstep: Class 8 contains 33944 members 
Mstep: Class 9 contains 13077 members 
Mstep: Class 10 contains 4152 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 7926 members 
Mstep: Class 13 contains 2061 members 
Mstep: Class 14 contains 24605 members 
Mstep: Class 15 contains 3087 members 
Mstep: Class 16 contains 8632 members 
Mstep: Class 17 contains 4868 members 
Mstep: Class 18 contains 1551 members 
Mstep: Class 19 contains 1017 members 
Mstep: Class 20 contains 649 members 
Mstep: Class 21 contains 120629 members 
Mstep: Class 22 contains 150454 members 
Mstep: Class 23 contains 5044 members 
Mstep: Class 24 contains 11703 members 
Mstep: Class 25 contains 1192 members 
Mstep: Class 26 contains 2410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15732924.000000 Penalty: 15577.204102
Iteration 120F: 27 clusters Score -1.573292e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 45332 members 
Mstep: Class 3 contains 6819 members 
Mstep: Class 4 contains 9111 members 
Mstep: Class 5 contains 4055 members 
Mstep: Class 6 contains 1375 members 
Mstep: Class 7 contains 57278 members 
Mstep: Class 8 contains 33975 members 
Mstep: Class 9 contains 13089 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 7875 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 24593 members 
Mstep: Class 15 contains 3118 members 
Mstep: Class 16 contains 8639 members 
Mstep: Class 17 contains 4952 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 1029 members 
Mstep: Class 20 contains 646 members 
Mstep: Class 21 contains 120481 members 
Mstep: Class 22 contains 150176 members 
Mstep: Class 23 contains 5042 members 
Mstep: Class 24 contains 11677 members 
Mstep: Class 25 contains 1195 members 
Mstep: Class 26 contains 2702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733156.000000 Penalty: 15577.204102
Iteration 121Q: 27 clusters Score -1.573316e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 36 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 45320 members 
Mstep: Class 3 contains 6863 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 4046 members 
Mstep: Class 6 contains 1376 members 
Mstep: Class 7 contains 57266 members 
Mstep: Class 8 contains 34019 members 
Mstep: Class 9 contains 13098 members 
Mstep: Class 10 contains 4153 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 7821 members 
Mstep: Class 13 contains 2066 members 
Mstep: Class 14 contains 24591 members 
Mstep: Class 15 contains 3159 members 
Mstep: Class 16 contains 8643 members 
Mstep: Class 17 contains 5033 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 1035 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 120370 members 
Mstep: Class 22 contains 149988 members 
Mstep: Class 23 contains 5042 members 
Mstep: Class 24 contains 11657 members 
Mstep: Class 25 contains 1194 members 
Mstep: Class 26 contains 2887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733297.000000 Penalty: 15577.204102
Iteration 122Q: 27 clusters Score -1.57333e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 45308 members 
Mstep: Class 3 contains 6910 members 
Mstep: Class 4 contains 9102 members 
Mstep: Class 5 contains 4039 members 
Mstep: Class 6 contains 1379 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 34079 members 
Mstep: Class 9 contains 13104 members 
Mstep: Class 10 contains 4154 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 7743 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 24623 members 
Mstep: Class 15 contains 3188 members 
Mstep: Class 16 contains 8638 members 
Mstep: Class 17 contains 5123 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 1038 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 120267 members 
Mstep: Class 22 contains 149841 members 
Mstep: Class 23 contains 5038 members 
Mstep: Class 24 contains 11642 members 
Mstep: Class 25 contains 1196 members 
Mstep: Class 26 contains 3006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733370.000000 Penalty: 15577.204102
Iteration 123Q: 27 clusters Score -1.573337e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 45301 members 
Mstep: Class 3 contains 6963 members 
Mstep: Class 4 contains 9111 members 
Mstep: Class 5 contains 4022 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 57271 members 
Mstep: Class 8 contains 34151 members 
Mstep: Class 9 contains 13112 members 
Mstep: Class 10 contains 4155 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 7670 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 24669 members 
Mstep: Class 15 contains 3214 members 
Mstep: Class 16 contains 8640 members 
Mstep: Class 17 contains 5196 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 1026 members 
Mstep: Class 20 contains 644 members 
Mstep: Class 21 contains 120156 members 
Mstep: Class 22 contains 149736 members 
Mstep: Class 23 contains 5018 members 
Mstep: Class 24 contains 11620 members 
Mstep: Class 25 contains 1196 members 
Mstep: Class 26 contains 3067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733503.000000 Penalty: 15577.204102
Iteration 124Q: 27 clusters Score -1.57335e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 45292 members 
Mstep: Class 3 contains 7006 members 
Mstep: Class 4 contains 9099 members 
Mstep: Class 5 contains 4015 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 57251 members 
Mstep: Class 8 contains 34193 members 
Mstep: Class 9 contains 13116 members 
Mstep: Class 10 contains 4153 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 7622 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 24710 members 
Mstep: Class 15 contains 3234 members 
Mstep: Class 16 contains 8641 members 
Mstep: Class 17 contains 5287 members 
Mstep: Class 18 contains 1546 members 
Mstep: Class 19 contains 1011 members 
Mstep: Class 20 contains 643 members 
Mstep: Class 21 contains 120058 members 
Mstep: Class 22 contains 149653 members 
Mstep: Class 23 contains 5012 members 
Mstep: Class 24 contains 11616 members 
Mstep: Class 25 contains 1196 members 
Mstep: Class 26 contains 3124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733582.000000 Penalty: 15577.204102
Iteration 125Q: 27 clusters Score -1.573358e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 45296 members 
Mstep: Class 3 contains 7040 members 
Mstep: Class 4 contains 9076 members 
Mstep: Class 5 contains 4005 members 
Mstep: Class 6 contains 1406 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 34233 members 
Mstep: Class 9 contains 13125 members 
Mstep: Class 10 contains 4150 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 7559 members 
Mstep: Class 13 contains 2074 members 
Mstep: Class 14 contains 24739 members 
Mstep: Class 15 contains 3247 members 
Mstep: Class 16 contains 8642 members 
Mstep: Class 17 contains 5362 members 
Mstep: Class 18 contains 1545 members 
Mstep: Class 19 contains 1003 members 
Mstep: Class 20 contains 637 members 
Mstep: Class 21 contains 119969 members 
Mstep: Class 22 contains 149603 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 11611 members 
Mstep: Class 25 contains 1195 members 
Mstep: Class 26 contains 3177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733658.000000 Penalty: 15577.204102
Iteration 126Q: 27 clusters Score -1.573366e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 45278 members 
Mstep: Class 3 contains 7073 members 
Mstep: Class 4 contains 9052 members 
Mstep: Class 5 contains 3993 members 
Mstep: Class 6 contains 1404 members 
Mstep: Class 7 contains 57260 members 
Mstep: Class 8 contains 34267 members 
Mstep: Class 9 contains 13145 members 
Mstep: Class 10 contains 4146 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 7508 members 
Mstep: Class 13 contains 2076 members 
Mstep: Class 14 contains 24770 members 
Mstep: Class 15 contains 3260 members 
Mstep: Class 16 contains 8643 members 
Mstep: Class 17 contains 5436 members 
Mstep: Class 18 contains 1548 members 
Mstep: Class 19 contains 989 members 
Mstep: Class 20 contains 635 members 
Mstep: Class 21 contains 119898 members 
Mstep: Class 22 contains 149571 members 
Mstep: Class 23 contains 4993 members 
Mstep: Class 24 contains 11605 members 
Mstep: Class 25 contains 1196 members 
Mstep: Class 26 contains 3210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733690.000000 Penalty: 15577.204102
Iteration 127Q: 27 clusters Score -1.573369e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 45262 members 
Mstep: Class 3 contains 7100 members 
Mstep: Class 4 contains 9039 members 
Mstep: Class 5 contains 3972 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 57254 members 
Mstep: Class 8 contains 34316 members 
Mstep: Class 9 contains 13167 members 
Mstep: Class 10 contains 4147 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 7459 members 
Mstep: Class 13 contains 2080 members 
Mstep: Class 14 contains 24793 members 
Mstep: Class 15 contains 3255 members 
Mstep: Class 16 contains 8643 members 
Mstep: Class 17 contains 5509 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 975 members 
Mstep: Class 20 contains 634 members 
Mstep: Class 21 contains 119833 members 
Mstep: Class 22 contains 149544 members 
Mstep: Class 23 contains 4995 members 
Mstep: Class 24 contains 11597 members 
Mstep: Class 25 contains 1194 members 
Mstep: Class 26 contains 3238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733748.000000 Penalty: 15577.204102
Iteration 128Q: 27 clusters Score -1.573375e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 45255 members 
Mstep: Class 3 contains 7112 members 
Mstep: Class 4 contains 9027 members 
Mstep: Class 5 contains 3956 members 
Mstep: Class 6 contains 1400 members 
Mstep: Class 7 contains 57239 members 
Mstep: Class 8 contains 34379 members 
Mstep: Class 9 contains 13187 members 
Mstep: Class 10 contains 4148 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 7412 members 
Mstep: Class 13 contains 2083 members 
Mstep: Class 14 contains 24803 members 
Mstep: Class 15 contains 3255 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 5579 members 
Mstep: Class 18 contains 1555 members 
Mstep: Class 19 contains 962 members 
Mstep: Class 20 contains 632 members 
Mstep: Class 21 contains 119775 members 
Mstep: Class 22 contains 149530 members 
Mstep: Class 23 contains 4991 members 
Mstep: Class 24 contains 11589 members 
Mstep: Class 25 contains 1202 members 
Mstep: Class 26 contains 3260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733806.000000 Penalty: 15577.204102
Iteration 129Q: 27 clusters Score -1.573381e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 45235 members 
Mstep: Class 3 contains 7122 members 
Mstep: Class 4 contains 9023 members 
Mstep: Class 5 contains 3950 members 
Mstep: Class 6 contains 1406 members 
Mstep: Class 7 contains 57224 members 
Mstep: Class 8 contains 34429 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 4145 members 
Mstep: Class 11 contains 1495 members 
Mstep: Class 12 contains 7367 members 
Mstep: Class 13 contains 2086 members 
Mstep: Class 14 contains 24811 members 
Mstep: Class 15 contains 3244 members 
Mstep: Class 16 contains 8633 members 
Mstep: Class 17 contains 5642 members 
Mstep: Class 18 contains 1556 members 
Mstep: Class 19 contains 955 members 
Mstep: Class 20 contains 631 members 
Mstep: Class 21 contains 119724 members 
Mstep: Class 22 contains 149518 members 
Mstep: Class 23 contains 4988 members 
Mstep: Class 24 contains 11583 members 
Mstep: Class 25 contains 1206 members 
Mstep: Class 26 contains 3285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733821.000000 Penalty: 15577.204102
Iteration 130Q: 27 clusters Score -1.573382e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 45219 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 3940 members 
Mstep: Class 6 contains 1406 members 
Mstep: Class 7 contains 57216 members 
Mstep: Class 8 contains 34467 members 
Mstep: Class 9 contains 13213 members 
Mstep: Class 10 contains 4146 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 7325 members 
Mstep: Class 13 contains 2089 members 
Mstep: Class 14 contains 24812 members 
Mstep: Class 15 contains 3235 members 
Mstep: Class 16 contains 8631 members 
Mstep: Class 17 contains 5705 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 948 members 
Mstep: Class 20 contains 629 members 
Mstep: Class 21 contains 119688 members 
Mstep: Class 22 contains 149505 members 
Mstep: Class 23 contains 4991 members 
Mstep: Class 24 contains 11581 members 
Mstep: Class 25 contains 1213 members 
Mstep: Class 26 contains 3307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733846.000000 Penalty: 15577.204102
Iteration 131Q: 27 clusters Score -1.573385e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 45199 members 
Mstep: Class 3 contains 7143 members 
Mstep: Class 4 contains 9007 members 
Mstep: Class 5 contains 3934 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 57209 members 
Mstep: Class 8 contains 34501 members 
Mstep: Class 9 contains 13220 members 
Mstep: Class 10 contains 4147 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 7286 members 
Mstep: Class 13 contains 2093 members 
Mstep: Class 14 contains 24813 members 
Mstep: Class 15 contains 3230 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 5747 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 943 members 
Mstep: Class 20 contains 627 members 
Mstep: Class 21 contains 119670 members 
Mstep: Class 22 contains 149497 members 
Mstep: Class 23 contains 4995 members 
Mstep: Class 24 contains 11578 members 
Mstep: Class 25 contains 1216 members 
Mstep: Class 26 contains 3326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733889.000000 Penalty: 15577.204102
Iteration 132Q: 27 clusters Score -1.573389e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45181 members 
Mstep: Class 3 contains 7150 members 
Mstep: Class 4 contains 9010 members 
Mstep: Class 5 contains 3924 members 
Mstep: Class 6 contains 1402 members 
Mstep: Class 7 contains 57181 members 
Mstep: Class 8 contains 34543 members 
Mstep: Class 9 contains 13225 members 
Mstep: Class 10 contains 4148 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 7257 members 
Mstep: Class 13 contains 2097 members 
Mstep: Class 14 contains 24812 members 
Mstep: Class 15 contains 3229 members 
Mstep: Class 16 contains 8641 members 
Mstep: Class 17 contains 5793 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 940 members 
Mstep: Class 20 contains 627 members 
Mstep: Class 21 contains 119635 members 
Mstep: Class 22 contains 149491 members 
Mstep: Class 23 contains 5003 members 
Mstep: Class 24 contains 11576 members 
Mstep: Class 25 contains 1220 members 
Mstep: Class 26 contains 3338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733908.000000 Penalty: 15577.204102
Iteration 133Q: 27 clusters Score -1.573391e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 45167 members 
Mstep: Class 3 contains 7155 members 
Mstep: Class 4 contains 9015 members 
Mstep: Class 5 contains 3916 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 57153 members 
Mstep: Class 8 contains 34588 members 
Mstep: Class 9 contains 13230 members 
Mstep: Class 10 contains 4146 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 7229 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 24815 members 
Mstep: Class 15 contains 3222 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 938 members 
Mstep: Class 20 contains 627 members 
Mstep: Class 21 contains 119605 members 
Mstep: Class 22 contains 149476 members 
Mstep: Class 23 contains 5011 members 
Mstep: Class 24 contains 11571 members 
Mstep: Class 25 contains 1223 members 
Mstep: Class 26 contains 3347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733955.000000 Penalty: 15577.204102
Iteration 134Q: 27 clusters Score -1.573396e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 45161 members 
Mstep: Class 3 contains 7162 members 
Mstep: Class 4 contains 9020 members 
Mstep: Class 5 contains 3900 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 57116 members 
Mstep: Class 8 contains 34618 members 
Mstep: Class 9 contains 13239 members 
Mstep: Class 10 contains 4146 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 7190 members 
Mstep: Class 13 contains 2104 members 
Mstep: Class 14 contains 24817 members 
Mstep: Class 15 contains 3224 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 5895 members 
Mstep: Class 18 contains 1548 members 
Mstep: Class 19 contains 932 members 
Mstep: Class 20 contains 627 members 
Mstep: Class 21 contains 119583 members 
Mstep: Class 22 contains 149473 members 
Mstep: Class 23 contains 5021 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 3355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733934.000000 Penalty: 15577.204102
Iteration 135Q: 27 clusters Score -1.573393e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 45140 members 
Mstep: Class 3 contains 7168 members 
Mstep: Class 4 contains 9022 members 
Mstep: Class 5 contains 3890 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 57076 members 
Mstep: Class 8 contains 34647 members 
Mstep: Class 9 contains 13245 members 
Mstep: Class 10 contains 4146 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 7158 members 
Mstep: Class 13 contains 2105 members 
Mstep: Class 14 contains 24820 members 
Mstep: Class 15 contains 3228 members 
Mstep: Class 16 contains 8651 members 
Mstep: Class 17 contains 5961 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 933 members 
Mstep: Class 20 contains 626 members 
Mstep: Class 21 contains 119564 members 
Mstep: Class 22 contains 149459 members 
Mstep: Class 23 contains 5027 members 
Mstep: Class 24 contains 11562 members 
Mstep: Class 25 contains 1224 members 
Mstep: Class 26 contains 3369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733937.000000 Penalty: 15577.204102
Iteration 136Q: 27 clusters Score -1.573394e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 45130 members 
Mstep: Class 3 contains 7172 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 3893 members 
Mstep: Class 6 contains 1400 members 
Mstep: Class 7 contains 57030 members 
Mstep: Class 8 contains 34667 members 
Mstep: Class 9 contains 13262 members 
Mstep: Class 10 contains 4147 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 7126 members 
Mstep: Class 13 contains 2107 members 
Mstep: Class 14 contains 24818 members 
Mstep: Class 15 contains 3231 members 
Mstep: Class 16 contains 8649 members 
Mstep: Class 17 contains 6019 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 933 members 
Mstep: Class 20 contains 625 members 
Mstep: Class 21 contains 119540 members 
Mstep: Class 22 contains 149437 members 
Mstep: Class 23 contains 5033 members 
Mstep: Class 24 contains 11564 members 
Mstep: Class 25 contains 1225 members 
Mstep: Class 26 contains 3387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733962.000000 Penalty: 15577.204102
Iteration 137Q: 27 clusters Score -1.573396e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 45128 members 
Mstep: Class 3 contains 7178 members 
Mstep: Class 4 contains 9038 members 
Mstep: Class 5 contains 3886 members 
Mstep: Class 6 contains 1398 members 
Mstep: Class 7 contains 56998 members 
Mstep: Class 8 contains 34673 members 
Mstep: Class 9 contains 13280 members 
Mstep: Class 10 contains 4147 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 7086 members 
Mstep: Class 13 contains 2108 members 
Mstep: Class 14 contains 24821 members 
Mstep: Class 15 contains 3229 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 6080 members 
Mstep: Class 18 contains 1549 members 
Mstep: Class 19 contains 934 members 
Mstep: Class 20 contains 621 members 
Mstep: Class 21 contains 119518 members 
Mstep: Class 22 contains 149423 members 
Mstep: Class 23 contains 5038 members 
Mstep: Class 24 contains 11565 members 
Mstep: Class 25 contains 1226 members 
Mstep: Class 26 contains 3403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734015.000000 Penalty: 15577.204102
Iteration 138Q: 27 clusters Score -1.573402e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 45111 members 
Mstep: Class 3 contains 7180 members 
Mstep: Class 4 contains 9041 members 
Mstep: Class 5 contains 3878 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 56954 members 
Mstep: Class 8 contains 34694 members 
Mstep: Class 9 contains 13304 members 
Mstep: Class 10 contains 4147 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 7046 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 24817 members 
Mstep: Class 15 contains 3226 members 
Mstep: Class 16 contains 8647 members 
Mstep: Class 17 contains 6142 members 
Mstep: Class 18 contains 1550 members 
Mstep: Class 19 contains 936 members 
Mstep: Class 20 contains 618 members 
Mstep: Class 21 contains 119500 members 
Mstep: Class 22 contains 149421 members 
Mstep: Class 23 contains 5043 members 
Mstep: Class 24 contains 11569 members 
Mstep: Class 25 contains 1227 members 
Mstep: Class 26 contains 3417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734006.000000 Penalty: 15577.204102
Iteration 139Q: 27 clusters Score -1.573401e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 45088 members 
Mstep: Class 3 contains 7186 members 
Mstep: Class 4 contains 9043 members 
Mstep: Class 5 contains 3869 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 56927 members 
Mstep: Class 8 contains 34712 members 
Mstep: Class 9 contains 13319 members 
Mstep: Class 10 contains 4147 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 7009 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 24818 members 
Mstep: Class 15 contains 3226 members 
Mstep: Class 16 contains 8650 members 
Mstep: Class 17 contains 6206 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 936 members 
Mstep: Class 20 contains 616 members 
Mstep: Class 21 contains 119479 members 
Mstep: Class 22 contains 149417 members 
Mstep: Class 23 contains 5050 members 
Mstep: Class 24 contains 11565 members 
Mstep: Class 25 contains 1228 members 
Mstep: Class 26 contains 3428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734030.000000 Penalty: 15577.204102
Iteration 140F: 27 clusters Score -1.573403e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 45060 members 
Mstep: Class 3 contains 7189 members 
Mstep: Class 4 contains 9042 members 
Mstep: Class 5 contains 3860 members 
Mstep: Class 6 contains 1391 members 
Mstep: Class 7 contains 56900 members 
Mstep: Class 8 contains 34725 members 
Mstep: Class 9 contains 13342 members 
Mstep: Class 10 contains 4145 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 6970 members 
Mstep: Class 13 contains 2112 members 
Mstep: Class 14 contains 24814 members 
Mstep: Class 15 contains 3225 members 
Mstep: Class 16 contains 8652 members 
Mstep: Class 17 contains 6268 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 939 members 
Mstep: Class 20 contains 615 members 
Mstep: Class 21 contains 119465 members 
Mstep: Class 22 contains 149419 members 
Mstep: Class 23 contains 5053 members 
Mstep: Class 24 contains 11568 members 
Mstep: Class 25 contains 1228 members 
Mstep: Class 26 contains 3441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734033.000000 Penalty: 15577.204102
Iteration 141Q: 27 clusters Score -1.573403e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 45036 members 
Mstep: Class 3 contains 7195 members 
Mstep: Class 4 contains 9038 members 
Mstep: Class 5 contains 3853 members 
Mstep: Class 6 contains 1394 members 
Mstep: Class 7 contains 56866 members 
Mstep: Class 8 contains 34741 members 
Mstep: Class 9 contains 13357 members 
Mstep: Class 10 contains 4143 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 6938 members 
Mstep: Class 13 contains 2111 members 
Mstep: Class 14 contains 24811 members 
Mstep: Class 15 contains 3227 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 6330 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 941 members 
Mstep: Class 20 contains 613 members 
Mstep: Class 21 contains 119460 members 
Mstep: Class 22 contains 149413 members 
Mstep: Class 23 contains 5049 members 
Mstep: Class 24 contains 11573 members 
Mstep: Class 25 contains 1229 members 
Mstep: Class 26 contains 3451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734021.000000 Penalty: 15577.204102
Iteration 142Q: 27 clusters Score -1.573402e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 30 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 45001 members 
Mstep: Class 3 contains 7201 members 
Mstep: Class 4 contains 9036 members 
Mstep: Class 5 contains 3843 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 56845 members 
Mstep: Class 8 contains 34757 members 
Mstep: Class 9 contains 13372 members 
Mstep: Class 10 contains 4141 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 6912 members 
Mstep: Class 13 contains 2110 members 
Mstep: Class 14 contains 24810 members 
Mstep: Class 15 contains 3232 members 
Mstep: Class 16 contains 8661 members 
Mstep: Class 17 contains 6397 members 
Mstep: Class 18 contains 1553 members 
Mstep: Class 19 contains 934 members 
Mstep: Class 20 contains 608 members 
Mstep: Class 21 contains 119455 members 
Mstep: Class 22 contains 149407 members 
Mstep: Class 23 contains 5045 members 
Mstep: Class 24 contains 11579 members 
Mstep: Class 25 contains 1230 members 
Mstep: Class 26 contains 3457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734001.000000 Penalty: 15577.204102
Iteration 143Q: 27 clusters Score -1.5734e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 44977 members 
Mstep: Class 3 contains 7203 members 
Mstep: Class 4 contains 9030 members 
Mstep: Class 5 contains 3833 members 
Mstep: Class 6 contains 1396 members 
Mstep: Class 7 contains 56830 members 
Mstep: Class 8 contains 34758 members 
Mstep: Class 9 contains 13383 members 
Mstep: Class 10 contains 4142 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 6881 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 24805 members 
Mstep: Class 15 contains 3237 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 6468 members 
Mstep: Class 18 contains 1554 members 
Mstep: Class 19 contains 927 members 
Mstep: Class 20 contains 600 members 
Mstep: Class 21 contains 119457 members 
Mstep: Class 22 contains 149405 members 
Mstep: Class 23 contains 5042 members 
Mstep: Class 24 contains 11584 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 3468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734014.000000 Penalty: 15577.204102
Iteration 144Q: 27 clusters Score -1.573401e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 44940 members 
Mstep: Class 3 contains 7205 members 
Mstep: Class 4 contains 9031 members 
Mstep: Class 5 contains 3828 members 
Mstep: Class 6 contains 1397 members 
Mstep: Class 7 contains 56825 members 
Mstep: Class 8 contains 34751 members 
Mstep: Class 9 contains 13398 members 
Mstep: Class 10 contains 4142 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 6858 members 
Mstep: Class 13 contains 2117 members 
Mstep: Class 14 contains 24801 members 
Mstep: Class 15 contains 3246 members 
Mstep: Class 16 contains 8670 members 
Mstep: Class 17 contains 6538 members 
Mstep: Class 18 contains 1555 members 
Mstep: Class 19 contains 918 members 
Mstep: Class 20 contains 589 members 
Mstep: Class 21 contains 119458 members 
Mstep: Class 22 contains 149397 members 
Mstep: Class 23 contains 5039 members 
Mstep: Class 24 contains 11582 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 3478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15733984.000000 Penalty: 15577.204102
Iteration 145Q: 27 clusters Score -1.573398e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 44908 members 
Mstep: Class 3 contains 7210 members 
Mstep: Class 4 contains 9041 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 1401 members 
Mstep: Class 7 contains 56809 members 
Mstep: Class 8 contains 34758 members 
Mstep: Class 9 contains 13410 members 
Mstep: Class 10 contains 4144 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 6828 members 
Mstep: Class 13 contains 2122 members 
Mstep: Class 14 contains 24798 members 
Mstep: Class 15 contains 3250 members 
Mstep: Class 16 contains 8672 members 
Mstep: Class 17 contains 6602 members 
Mstep: Class 18 contains 1552 members 
Mstep: Class 19 contains 911 members 
Mstep: Class 20 contains 578 members 
Mstep: Class 21 contains 119454 members 
Mstep: Class 22 contains 149394 members 
Mstep: Class 23 contains 5035 members 
Mstep: Class 24 contains 11583 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 3484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734016.000000 Penalty: 15577.204102
Iteration 146Q: 27 clusters Score -1.573402e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 44883 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 9047 members 
Mstep: Class 5 contains 3827 members 
Mstep: Class 6 contains 1403 members 
Mstep: Class 7 contains 56806 members 
Mstep: Class 8 contains 34766 members 
Mstep: Class 9 contains 13416 members 
Mstep: Class 10 contains 4146 members 
Mstep: Class 11 contains 1493 members 
Mstep: Class 12 contains 6800 members 
Mstep: Class 13 contains 2123 members 
Mstep: Class 14 contains 24801 members 
Mstep: Class 15 contains 3253 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 6661 members 
Mstep: Class 18 contains 1547 members 
Mstep: Class 19 contains 908 members 
Mstep: Class 20 contains 570 members 
Mstep: Class 21 contains 119452 members 
Mstep: Class 22 contains 149386 members 
Mstep: Class 23 contains 5029 members 
Mstep: Class 24 contains 11582 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734059.000000 Penalty: 15577.204102
Iteration 147Q: 27 clusters Score -1.573406e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 44851 members 
Mstep: Class 3 contains 7207 members 
Mstep: Class 4 contains 9049 members 
Mstep: Class 5 contains 3823 members 
Mstep: Class 6 contains 1409 members 
Mstep: Class 7 contains 56796 members 
Mstep: Class 8 contains 34778 members 
Mstep: Class 9 contains 13423 members 
Mstep: Class 10 contains 4148 members 
Mstep: Class 11 contains 1492 members 
Mstep: Class 12 contains 6769 members 
Mstep: Class 13 contains 2125 members 
Mstep: Class 14 contains 24804 members 
Mstep: Class 15 contains 3259 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 6718 members 
Mstep: Class 18 contains 1543 members 
Mstep: Class 19 contains 912 members 
Mstep: Class 20 contains 561 members 
Mstep: Class 21 contains 119458 members 
Mstep: Class 22 contains 149382 members 
Mstep: Class 23 contains 5026 members 
Mstep: Class 24 contains 11584 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 3482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734065.000000 Penalty: 15577.204102
Iteration 148Q: 27 clusters Score -1.573406e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 44815 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 9051 members 
Mstep: Class 5 contains 3821 members 
Mstep: Class 6 contains 1418 members 
Mstep: Class 7 contains 56802 members 
Mstep: Class 8 contains 34785 members 
Mstep: Class 9 contains 13427 members 
Mstep: Class 10 contains 4150 members 
Mstep: Class 11 contains 1494 members 
Mstep: Class 12 contains 6738 members 
Mstep: Class 13 contains 2129 members 
Mstep: Class 14 contains 24805 members 
Mstep: Class 15 contains 3261 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 6774 members 
Mstep: Class 18 contains 1539 members 
Mstep: Class 19 contains 909 members 
Mstep: Class 20 contains 553 members 
Mstep: Class 21 contains 119457 members 
Mstep: Class 22 contains 149372 members 
Mstep: Class 23 contains 5024 members 
Mstep: Class 24 contains 11586 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 3481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734103.000000 Penalty: 15577.204102
Iteration 149Q: 27 clusters Score -1.57341e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 44785 members 
Mstep: Class 3 contains 7210 members 
Mstep: Class 4 contains 9057 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 1424 members 
Mstep: Class 7 contains 56803 members 
Mstep: Class 8 contains 34788 members 
Mstep: Class 9 contains 13430 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1499 members 
Mstep: Class 12 contains 6700 members 
Mstep: Class 13 contains 2134 members 
Mstep: Class 14 contains 24806 members 
Mstep: Class 15 contains 3267 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 6832 members 
Mstep: Class 18 contains 1533 members 
Mstep: Class 19 contains 905 members 
Mstep: Class 20 contains 535 members 
Mstep: Class 21 contains 119459 members 
Mstep: Class 22 contains 149373 members 
Mstep: Class 23 contains 5017 members 
Mstep: Class 24 contains 11586 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734112.000000 Penalty: 15577.204102
Iteration 150Q: 27 clusters Score -1.573411e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 44764 members 
Mstep: Class 3 contains 7210 members 
Mstep: Class 4 contains 9062 members 
Mstep: Class 5 contains 3820 members 
Mstep: Class 6 contains 1430 members 
Mstep: Class 7 contains 56805 members 
Mstep: Class 8 contains 34783 members 
Mstep: Class 9 contains 13433 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1503 members 
Mstep: Class 12 contains 6665 members 
Mstep: Class 13 contains 2136 members 
Mstep: Class 14 contains 24807 members 
Mstep: Class 15 contains 3272 members 
Mstep: Class 16 contains 8691 members 
Mstep: Class 17 contains 6883 members 
Mstep: Class 18 contains 1530 members 
Mstep: Class 19 contains 898 members 
Mstep: Class 20 contains 523 members 
Mstep: Class 21 contains 119458 members 
Mstep: Class 22 contains 149374 members 
Mstep: Class 23 contains 5015 members 
Mstep: Class 24 contains 11587 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 3486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734120.000000 Penalty: 15577.204102
Iteration 151Q: 27 clusters Score -1.573412e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 44740 members 
Mstep: Class 3 contains 7209 members 
Mstep: Class 4 contains 9068 members 
Mstep: Class 5 contains 3819 members 
Mstep: Class 6 contains 1437 members 
Mstep: Class 7 contains 56797 members 
Mstep: Class 8 contains 34769 members 
Mstep: Class 9 contains 13435 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1505 members 
Mstep: Class 12 contains 6639 members 
Mstep: Class 13 contains 2136 members 
Mstep: Class 14 contains 24810 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 8693 members 
Mstep: Class 17 contains 6941 members 
Mstep: Class 18 contains 1528 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 511 members 
Mstep: Class 21 contains 119467 members 
Mstep: Class 22 contains 149374 members 
Mstep: Class 23 contains 5017 members 
Mstep: Class 24 contains 11586 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 3488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734155.000000 Penalty: 15577.204102
Iteration 152Q: 27 clusters Score -1.573416e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44723 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 9068 members 
Mstep: Class 5 contains 3818 members 
Mstep: Class 6 contains 1442 members 
Mstep: Class 7 contains 56788 members 
Mstep: Class 8 contains 34757 members 
Mstep: Class 9 contains 13438 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1510 members 
Mstep: Class 12 contains 6614 members 
Mstep: Class 13 contains 2137 members 
Mstep: Class 14 contains 24809 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 6989 members 
Mstep: Class 18 contains 1527 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 503 members 
Mstep: Class 21 contains 119475 members 
Mstep: Class 22 contains 149377 members 
Mstep: Class 23 contains 5016 members 
Mstep: Class 24 contains 11583 members 
Mstep: Class 25 contains 1231 members 
Mstep: Class 26 contains 3489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734142.000000 Penalty: 15577.204102
Iteration 153Q: 27 clusters Score -1.573414e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44715 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 9067 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 1446 members 
Mstep: Class 7 contains 56780 members 
Mstep: Class 8 contains 34744 members 
Mstep: Class 9 contains 13442 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1513 members 
Mstep: Class 12 contains 6596 members 
Mstep: Class 13 contains 2137 members 
Mstep: Class 14 contains 24808 members 
Mstep: Class 15 contains 3274 members 
Mstep: Class 16 contains 8694 members 
Mstep: Class 17 contains 7025 members 
Mstep: Class 18 contains 1525 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 500 members 
Mstep: Class 21 contains 119482 members 
Mstep: Class 22 contains 149378 members 
Mstep: Class 23 contains 5013 members 
Mstep: Class 24 contains 11578 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734197.000000 Penalty: 15577.204102
Iteration 154Q: 27 clusters Score -1.57342e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 44687 members 
Mstep: Class 3 contains 7224 members 
Mstep: Class 4 contains 9075 members 
Mstep: Class 5 contains 3815 members 
Mstep: Class 6 contains 1451 members 
Mstep: Class 7 contains 56780 members 
Mstep: Class 8 contains 34723 members 
Mstep: Class 9 contains 13443 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1515 members 
Mstep: Class 12 contains 6582 members 
Mstep: Class 13 contains 2137 members 
Mstep: Class 14 contains 24810 members 
Mstep: Class 15 contains 3273 members 
Mstep: Class 16 contains 8695 members 
Mstep: Class 17 contains 7073 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 893 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119488 members 
Mstep: Class 22 contains 149376 members 
Mstep: Class 23 contains 5015 members 
Mstep: Class 24 contains 11576 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734177.000000 Penalty: 15577.204102
Iteration 155Q: 27 clusters Score -1.573418e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 44662 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 9081 members 
Mstep: Class 5 contains 3814 members 
Mstep: Class 6 contains 1456 members 
Mstep: Class 7 contains 56775 members 
Mstep: Class 8 contains 34701 members 
Mstep: Class 9 contains 13444 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1518 members 
Mstep: Class 12 contains 6572 members 
Mstep: Class 13 contains 2138 members 
Mstep: Class 14 contains 24812 members 
Mstep: Class 15 contains 3272 members 
Mstep: Class 16 contains 8697 members 
Mstep: Class 17 contains 7126 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 895 members 
Mstep: Class 20 contains 489 members 
Mstep: Class 21 contains 119493 members 
Mstep: Class 22 contains 149370 members 
Mstep: Class 23 contains 5015 members 
Mstep: Class 24 contains 11576 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734164.000000 Penalty: 15577.204102
Iteration 156Q: 27 clusters Score -1.573416e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 44636 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 9087 members 
Mstep: Class 5 contains 3812 members 
Mstep: Class 6 contains 1460 members 
Mstep: Class 7 contains 56777 members 
Mstep: Class 8 contains 34685 members 
Mstep: Class 9 contains 13446 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1522 members 
Mstep: Class 12 contains 6555 members 
Mstep: Class 13 contains 2139 members 
Mstep: Class 14 contains 24816 members 
Mstep: Class 15 contains 3271 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 7164 members 
Mstep: Class 18 contains 1524 members 
Mstep: Class 19 contains 892 members 
Mstep: Class 20 contains 488 members 
Mstep: Class 21 contains 119507 members 
Mstep: Class 22 contains 149364 members 
Mstep: Class 23 contains 5009 members 
Mstep: Class 24 contains 11576 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734159.000000 Penalty: 15577.204102
Iteration 157Q: 27 clusters Score -1.573416e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 44618 members 
Mstep: Class 3 contains 7223 members 
Mstep: Class 4 contains 9091 members 
Mstep: Class 5 contains 3809 members 
Mstep: Class 6 contains 1464 members 
Mstep: Class 7 contains 56789 members 
Mstep: Class 8 contains 34672 members 
Mstep: Class 9 contains 13446 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1522 members 
Mstep: Class 12 contains 6539 members 
Mstep: Class 13 contains 2140 members 
Mstep: Class 14 contains 24820 members 
Mstep: Class 15 contains 3270 members 
Mstep: Class 16 contains 8701 members 
Mstep: Class 17 contains 7197 members 
Mstep: Class 18 contains 1523 members 
Mstep: Class 19 contains 891 members 
Mstep: Class 20 contains 487 members 
Mstep: Class 21 contains 119509 members 
Mstep: Class 22 contains 149356 members 
Mstep: Class 23 contains 5006 members 
Mstep: Class 24 contains 11576 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734209.000000 Penalty: 15577.204102
Iteration 158Q: 27 clusters Score -1.573421e+07 nChanged 126
Entering ConstructFrom: 
Score: -15734209.000000 Penalty: 15577.204102
Entering ConstructFrom: 
Trying to split cluster 1 (553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Entering Unmasked Estep 
Score: -21025.093750 Penalty: 287.348785
	Iteration 0F: 2 clusters Score -21025.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -20498.277344 Penalty: 574.697571
	Iteration 0F: 3 clusters Score -20498.28 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20617.375000 Penalty: 574.697571
	Iteration 1F: 3 clusters Score -20617.38 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -20641.048828 Penalty: 574.697571
	Iteration 2F: 3 clusters Score -20641.05 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20650.314453 Penalty: 574.697571
	Iteration 3Q: 3 clusters Score -20650.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -20656.554688 Penalty: 574.697571
	Iteration 4Q: 3 clusters Score -20656.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20658.611328 Penalty: 574.697571
	Iteration 5Q: 3 clusters Score -20658.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -20659.335938 Penalty: 574.697571
	Iteration 6Q: 3 clusters Score -20659.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20660.259766 Penalty: 574.697571
	Iteration 7Q: 3 clusters Score -20660.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -20660.259766 Penalty: 574.697571
	Iteration 8F: 3 clusters Score -20660.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44600 members 
Entering Unmasked Estep 
Score: -1388309.625000 Penalty: 487.099762
	Iteration 0F: 2 clusters Score -1388310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -1358593.125000 Penalty: 974.199524
	Iteration 0F: 3 clusters Score -1358593 nChanged 21397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -1371793.000000 Penalty: 974.199524
	Iteration 1F: 3 clusters Score -1371793 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -1372920.500000 Penalty: 974.199524
	Iteration 2F: 3 clusters Score -1372920 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 30963 members 
Entering Unmasked Estep 
Score: -1374754.500000 Penalty: 974.199524
	Iteration 3F: 3 clusters Score -1374754 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 34510 members 
Entering Unmasked Estep 
Score: -1377646.250000 Penalty: 974.199524
	Iteration 4F: 3 clusters Score -1377646 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -1381337.375000 Penalty: 974.199524
	Iteration 5F: 3 clusters Score -1381337 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -1384751.000000 Penalty: 974.199524
	Iteration 6F: 3 clusters Score -1384751 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 43406 members 
Entering Unmasked Estep 
Score: -1386758.375000 Penalty: 974.199524
	Iteration 7Q: 3 clusters Score -1386758 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 44208 members 
Entering Unmasked Estep 
Score: -1387525.875000 Penalty: 974.199524
	Iteration 8Q: 3 clusters Score -1387526 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -1387754.875000 Penalty: 974.199524
	Iteration 9Q: 3 clusters Score -1387755 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 44501 members 
Entering Unmasked Estep 
Score: -1387833.250000 Penalty: 974.199524
	Iteration 10Q: 3 clusters Score -1387833 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -1387883.000000 Penalty: 974.199524
	Iteration 11Q: 3 clusters Score -1387883 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 44513 members 
Entering Unmasked Estep 
Score: -1387906.750000 Penalty: 974.199524
	Iteration 12Q: 3 clusters Score -1387907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 44506 members 
Entering Unmasked Estep 
Score: -1387914.250000 Penalty: 974.199524
	Iteration 13Q: 3 clusters Score -1387914 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 44502 members 
Entering Unmasked Estep 
Score: -1387919.500000 Penalty: 974.199524
	Iteration 14Q: 3 clusters Score -1387920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 44499 members 
Entering Unmasked Estep 
Score: -1387922.000000 Penalty: 974.199524
	Iteration 15Q: 3 clusters Score -1387922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -1387924.750000 Penalty: 974.199524
	Iteration 16Q: 3 clusters Score -1387925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -1387924.875000 Penalty: 974.199524
	Iteration 17Q: 3 clusters Score -1387925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 44494 members 
Entering Unmasked Estep 
Score: -1387928.250000 Penalty: 974.199524
	Iteration 18Q: 3 clusters Score -1387928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -1387930.000000 Penalty: 974.199524
	Iteration 19Q: 3 clusters Score -1387930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -1387931.250000 Penalty: 974.199524
	Iteration 20F: 3 clusters Score -1387931 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -1387933.625000 Penalty: 974.199524
	Iteration 21Q: 3 clusters Score -1387934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 44491 members 
Entering Unmasked Estep 
Score: -1387933.625000 Penalty: 974.199524
	Iteration 22F: 3 clusters Score -1387934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Entering Unmasked Estep 
Score: -222552.546875 Penalty: 404.262360
	Iteration 0F: 2 clusters Score -222552.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -217724.515625 Penalty: 808.524719
	Iteration 0F: 3 clusters Score -217724.5 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -219901.656250 Penalty: 808.524719
	Iteration 1F: 3 clusters Score -219901.7 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -220194.156250 Penalty: 808.524719
	Iteration 2F: 3 clusters Score -220194.2 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -220544.468750 Penalty: 808.524719
	Iteration 3F: 3 clusters Score -220544.5 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -220985.859375 Penalty: 808.524719
	Iteration 4F: 3 clusters Score -220985.9 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -221472.078125 Penalty: 808.524719
	Iteration 5F: 3 clusters Score -221472.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -221883.546875 Penalty: 808.524719
	Iteration 6F: 3 clusters Score -221883.5 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -222111.890625 Penalty: 808.524719
	Iteration 7Q: 3 clusters Score -222111.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -222218.296875 Penalty: 808.524719
	Iteration 8Q: 3 clusters Score -222218.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -222270.125000 Penalty: 808.524719
	Iteration 9Q: 3 clusters Score -222270.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -222299.031250 Penalty: 808.524719
	Iteration 10Q: 3 clusters Score -222299 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -222315.593750 Penalty: 808.524719
	Iteration 11Q: 3 clusters Score -222315.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -222331.390625 Penalty: 808.524719
	Iteration 12Q: 3 clusters Score -222331.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -222343.750000 Penalty: 808.524719
	Iteration 13Q: 3 clusters Score -222343.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -222352.390625 Penalty: 808.524719
	Iteration 14Q: 3 clusters Score -222352.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -222362.078125 Penalty: 808.524719
	Iteration 15Q: 3 clusters Score -222362.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -222364.625000 Penalty: 808.524719
	Iteration 16Q: 3 clusters Score -222364.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -222364.781250 Penalty: 808.524719
	Iteration 17Q: 3 clusters Score -222364.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -222365.250000 Penalty: 808.524719
	Iteration 18Q: 3 clusters Score -222365.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -222365.250000 Penalty: 808.524719
	Iteration 19F: 3 clusters Score -222365.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Entering Unmasked Estep 
Score: -268857.468750 Penalty: 414.769318
	Iteration 0F: 2 clusters Score -268857.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -262939.937500 Penalty: 829.538635
	Iteration 0F: 3 clusters Score -262939.9 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -265334.093750 Penalty: 829.538635
	Iteration 1F: 3 clusters Score -265334.1 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -265830.343750 Penalty: 829.538635
	Iteration 2F: 3 clusters Score -265830.3 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -266455.781250 Penalty: 829.538635
	Iteration 3F: 3 clusters Score -266455.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -267082.468750 Penalty: 829.538635
	Iteration 4F: 3 clusters Score -267082.5 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -267481.343750 Penalty: 829.538635
	Iteration 5F: 3 clusters Score -267481.3 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -267735.281250 Penalty: 829.538635
	Iteration 6Q: 3 clusters Score -267735.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -267883.468750 Penalty: 829.538635
	Iteration 7Q: 3 clusters Score -267883.5 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -267968.937500 Penalty: 829.538635
	Iteration 8Q: 3 clusters Score -267968.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -268023.250000 Penalty: 829.538635
	Iteration 9Q: 3 clusters Score -268023.2 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -268066.968750 Penalty: 829.538635
	Iteration 10Q: 3 clusters Score -268067 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -268100.750000 Penalty: 829.538635
	Iteration 11Q: 3 clusters Score -268100.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -268127.031250 Penalty: 829.538635
	Iteration 12Q: 3 clusters Score -268127 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -268152.343750 Penalty: 829.538635
	Iteration 13Q: 3 clusters Score -268152.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -268186.156250 Penalty: 829.538635
	Iteration 14Q: 3 clusters Score -268186.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -268221.031250 Penalty: 829.538635
	Iteration 15Q: 3 clusters Score -268221 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -268260.843750 Penalty: 829.538635
	Iteration 16Q: 3 clusters Score -268260.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -268299.843750 Penalty: 829.538635
	Iteration 17Q: 3 clusters Score -268299.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -268335.656250 Penalty: 829.538635
	Iteration 18Q: 3 clusters Score -268335.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -268371.000000 Penalty: 829.538635
	Iteration 19Q: 3 clusters Score -268371 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -268409.093750 Penalty: 829.538635
	Iteration 20F: 3 clusters Score -268409.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -268448.468750 Penalty: 829.538635
	Iteration 21Q: 3 clusters Score -268448.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -268481.687500 Penalty: 829.538635
	Iteration 22Q: 3 clusters Score -268481.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -268511.281250 Penalty: 829.538635
	Iteration 23Q: 3 clusters Score -268511.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -268537.750000 Penalty: 829.538635
	Iteration 24Q: 3 clusters Score -268537.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -268559.218750 Penalty: 829.538635
	Iteration 25Q: 3 clusters Score -268559.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -268594.125000 Penalty: 829.538635
	Iteration 26Q: 3 clusters Score -268594.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -268642.906250 Penalty: 829.538635
	Iteration 27Q: 3 clusters Score -268642.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -268684.593750 Penalty: 829.538635
	Iteration 28Q: 3 clusters Score -268684.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -268708.531250 Penalty: 829.538635
	Iteration 29Q: 3 clusters Score -268708.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -268729.687500 Penalty: 829.538635
	Iteration 30Q: 3 clusters Score -268729.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -268740.968750 Penalty: 829.538635
	Iteration 31Q: 3 clusters Score -268741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -268749.093750 Penalty: 829.538635
	Iteration 32Q: 3 clusters Score -268749.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -268754.437500 Penalty: 829.538635
	Iteration 33Q: 3 clusters Score -268754.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -268757.187500 Penalty: 829.538635
	Iteration 34Q: 3 clusters Score -268757.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -268760.718750 Penalty: 829.538635
	Iteration 35Q: 3 clusters Score -268760.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -268763.000000 Penalty: 829.538635
	Iteration 36Q: 3 clusters Score -268763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -268765.468750 Penalty: 829.538635
	Iteration 37Q: 3 clusters Score -268765.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -268766.187500 Penalty: 829.538635
	Iteration 38Q: 3 clusters Score -268766.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -268766.843750 Penalty: 829.538635
	Iteration 39Q: 3 clusters Score -268766.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -268767.906250 Penalty: 829.538635
	Iteration 40F: 3 clusters Score -268767.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -268767.593750 Penalty: 829.538635
	Iteration 41Q: 3 clusters Score -268767.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -268767.593750 Penalty: 829.538635
	Iteration 42F: 3 clusters Score -268767.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Entering Unmasked Estep 
Score: -129728.164062 Penalty: 375.141113
	Iteration 0F: 2 clusters Score -129728.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -127090.679688 Penalty: 750.282227
	Iteration 0F: 3 clusters Score -127090.7 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -128043.632812 Penalty: 750.282227
	Iteration 1F: 3 clusters Score -128043.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -128231.367188 Penalty: 750.282227
	Iteration 2F: 3 clusters Score -128231.4 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -128456.015625 Penalty: 750.282227
	Iteration 3F: 3 clusters Score -128456 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -128702.460938 Penalty: 750.282227
	Iteration 4F: 3 clusters Score -128702.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -128958.757812 Penalty: 750.282227
	Iteration 5F: 3 clusters Score -128958.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -129147.937500 Penalty: 750.282227
	Iteration 6F: 3 clusters Score -129147.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -129272.398438 Penalty: 750.282227
	Iteration 7Q: 3 clusters Score -129272.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -129327.687500 Penalty: 750.282227
	Iteration 8Q: 3 clusters Score -129327.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -129354.882812 Penalty: 750.282227
	Iteration 9Q: 3 clusters Score -129354.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -129371.703125 Penalty: 750.282227
	Iteration 10Q: 3 clusters Score -129371.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -129379.312500 Penalty: 750.282227
	Iteration 11Q: 3 clusters Score -129379.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -129384.882812 Penalty: 750.282227
	Iteration 12Q: 3 clusters Score -129384.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -129390.000000 Penalty: 750.282227
	Iteration 13Q: 3 clusters Score -129390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -129393.460938 Penalty: 750.282227
	Iteration 14Q: 3 clusters Score -129393.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -129397.656250 Penalty: 750.282227
	Iteration 15Q: 3 clusters Score -129397.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -129398.523438 Penalty: 750.282227
	Iteration 16Q: 3 clusters Score -129398.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -129398.976562 Penalty: 750.282227
	Iteration 17Q: 3 clusters Score -129399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -129399.500000 Penalty: 750.282227
	Iteration 18Q: 3 clusters Score -129399.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -129402.000000 Penalty: 750.282227
	Iteration 19Q: 3 clusters Score -129402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -129403.421875 Penalty: 750.282227
	Iteration 20F: 3 clusters Score -129403.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Entering Unmasked Estep 
Score: -43984.824219 Penalty: 331.615112
	Iteration 0F: 2 clusters Score -43984.82 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -42907.128906 Penalty: 663.230225
	Iteration 0F: 3 clusters Score -42907.13 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -43318.632812 Penalty: 663.230225
	Iteration 1F: 3 clusters Score -43318.63 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -43401.777344 Penalty: 663.230225
	Iteration 2F: 3 clusters Score -43401.78 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -43439.097656 Penalty: 663.230225
	Iteration 3Q: 3 clusters Score -43439.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -43465.550781 Penalty: 663.230225
	Iteration 4Q: 3 clusters Score -43465.55 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -43486.316406 Penalty: 663.230225
	Iteration 5Q: 3 clusters Score -43486.32 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -43499.296875 Penalty: 663.230225
	Iteration 6Q: 3 clusters Score -43499.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -43511.460938 Penalty: 663.230225
	Iteration 7Q: 3 clusters Score -43511.46 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -43521.566406 Penalty: 663.230225
	Iteration 8Q: 3 clusters Score -43521.57 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -43532.109375 Penalty: 663.230225
	Iteration 9Q: 3 clusters Score -43532.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -43541.976562 Penalty: 663.230225
	Iteration 10Q: 3 clusters Score -43541.98 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -43550.699219 Penalty: 663.230225
	Iteration 11Q: 3 clusters Score -43550.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -43558.617188 Penalty: 663.230225
	Iteration 12Q: 3 clusters Score -43558.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -43565.929688 Penalty: 663.230225
	Iteration 13Q: 3 clusters Score -43565.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -43572.695312 Penalty: 663.230225
	Iteration 14Q: 3 clusters Score -43572.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -43581.589844 Penalty: 663.230225
	Iteration 15Q: 3 clusters Score -43581.59 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -43588.867188 Penalty: 663.230225
	Iteration 16Q: 3 clusters Score -43588.87 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -43601.761719 Penalty: 663.230225
	Iteration 17Q: 3 clusters Score -43601.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -43607.472656 Penalty: 663.230225
	Iteration 18Q: 3 clusters Score -43607.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -43613.335938 Penalty: 663.230225
	Iteration 19Q: 3 clusters Score -43613.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -43620.847656 Penalty: 663.230225
	Iteration 20F: 3 clusters Score -43620.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -43628.683594 Penalty: 663.230225
	Iteration 21Q: 3 clusters Score -43628.68 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -43638.800781 Penalty: 663.230225
	Iteration 22Q: 3 clusters Score -43638.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -43653.636719 Penalty: 663.230225
	Iteration 23Q: 3 clusters Score -43653.64 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -43663.613281 Penalty: 663.230225
	Iteration 24Q: 3 clusters Score -43663.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -43670.125000 Penalty: 663.230225
	Iteration 25Q: 3 clusters Score -43670.12 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -43676.960938 Penalty: 663.230225
	Iteration 26Q: 3 clusters Score -43676.96 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -43681.101562 Penalty: 663.230225
	Iteration 27Q: 3 clusters Score -43681.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -43684.761719 Penalty: 663.230225
	Iteration 28Q: 3 clusters Score -43684.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -43686.832031 Penalty: 663.230225
	Iteration 29Q: 3 clusters Score -43686.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -43689.128906 Penalty: 663.230225
	Iteration 30Q: 3 clusters Score -43689.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -43693.000000 Penalty: 663.230225
	Iteration 31Q: 3 clusters Score -43693 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -43699.945312 Penalty: 663.230225
	Iteration 32Q: 3 clusters Score -43699.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -43709.875000 Penalty: 663.230225
	Iteration 33Q: 3 clusters Score -43709.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -43716.054688 Penalty: 663.230225
	Iteration 34Q: 3 clusters Score -43716.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -43720.742188 Penalty: 663.230225
	Iteration 35Q: 3 clusters Score -43720.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -43731.570312 Penalty: 663.230225
	Iteration 36Q: 3 clusters Score -43731.57 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -43739.000000 Penalty: 663.230225
	Iteration 37Q: 3 clusters Score -43739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -43739.871094 Penalty: 663.230225
	Iteration 38Q: 3 clusters Score -43739.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -43739.871094 Penalty: 663.230225
	Iteration 39F: 3 clusters Score -43739.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56796 members 
Entering Unmasked Estep 
Score: -1754316.500000 Penalty: 498.098541
	Iteration 0F: 2 clusters Score -1754316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28245 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -1716091.625000 Penalty: 996.197083
	Iteration 0F: 3 clusters Score -1716092 nChanged 27426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22689 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -1733741.250000 Penalty: 996.197083
	Iteration 1F: 3 clusters Score -1733741 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 37362 members 
Entering Unmasked Estep 
Score: -1735868.625000 Penalty: 996.197083
	Iteration 2F: 3 clusters Score -1735869 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -1739342.250000 Penalty: 996.197083
	Iteration 3F: 3 clusters Score -1739342 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 46598 members 
Entering Unmasked Estep 
Score: -1744140.500000 Penalty: 996.197083
	Iteration 4F: 3 clusters Score -1744140 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 51054 members 
Entering Unmasked Estep 
Score: -1748768.625000 Penalty: 996.197083
	Iteration 5F: 3 clusters Score -1748769 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -1751680.125000 Penalty: 996.197083
	Iteration 6F: 3 clusters Score -1751680 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 55442 members 
Entering Unmasked Estep 
Score: -1753025.625000 Penalty: 996.197083
	Iteration 7Q: 3 clusters Score -1753026 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 56083 members 
Entering Unmasked Estep 
Score: -1753545.375000 Penalty: 996.197083
	Iteration 8Q: 3 clusters Score -1753545 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 56352 members 
Entering Unmasked Estep 
Score: -1753736.875000 Penalty: 996.197083
	Iteration 9Q: 3 clusters Score -1753737 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 56451 members 
Entering Unmasked Estep 
Score: -1753810.500000 Penalty: 996.197083
	Iteration 10Q: 3 clusters Score -1753810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -1753850.125000 Penalty: 996.197083
	Iteration 11Q: 3 clusters Score -1753850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 56521 members 
Entering Unmasked Estep 
Score: -1753874.000000 Penalty: 996.197083
	Iteration 12Q: 3 clusters Score -1753874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 56528 members 
Entering Unmasked Estep 
Score: -1753895.875000 Penalty: 996.197083
	Iteration 13Q: 3 clusters Score -1753896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 56539 members 
Entering Unmasked Estep 
Score: -1753909.125000 Penalty: 996.197083
	Iteration 14Q: 3 clusters Score -1753909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 56554 members 
Entering Unmasked Estep 
Score: -1753924.875000 Penalty: 996.197083
	Iteration 15Q: 3 clusters Score -1753925 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 56564 members 
Entering Unmasked Estep 
Score: -1753930.250000 Penalty: 996.197083
	Iteration 16Q: 3 clusters Score -1753930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -1753943.875000 Penalty: 996.197083
	Iteration 17Q: 3 clusters Score -1753944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -1753951.625000 Penalty: 996.197083
	Iteration 18Q: 3 clusters Score -1753952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -1753954.875000 Penalty: 996.197083
	Iteration 19Q: 3 clusters Score -1753955 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 56583 members 
Entering Unmasked Estep 
Score: -1753957.125000 Penalty: 996.197083
	Iteration 20F: 3 clusters Score -1753957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 56582 members 
Entering Unmasked Estep 
Score: -1753957.000000 Penalty: 996.197083
	Iteration 21Q: 3 clusters Score -1753957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -1753958.875000 Penalty: 996.197083
	Iteration 22Q: 3 clusters Score -1753959 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 56581 members 
Entering Unmasked Estep 
Score: -1753958.875000 Penalty: 996.197083
	Iteration 23F: 3 clusters Score -1753959 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34654 members 
Entering Unmasked Estep 
Score: -1120120.000000 Penalty: 475.619171
	Iteration 0F: 2 clusters Score -1120120 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -1096871.625000 Penalty: 951.238342
	Iteration 0F: 3 clusters Score -1096872 nChanged 16771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1106963.500000 Penalty: 951.238342
	Iteration 1F: 3 clusters Score -1106964 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -1107597.625000 Penalty: 951.238342
	Iteration 2Q: 3 clusters Score -1107598 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -1108437.625000 Penalty: 951.238342
	Iteration 3F: 3 clusters Score -1108438 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -1109491.000000 Penalty: 951.238342
	Iteration 4F: 3 clusters Score -1109491 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -1110771.625000 Penalty: 951.238342
	Iteration 5F: 3 clusters Score -1110772 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 18309 members 
Entering Unmasked Estep 
Score: -1112183.125000 Penalty: 951.238342
	Iteration 6F: 3 clusters Score -1112183 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -1113397.250000 Penalty: 951.238342
	Iteration 7F: 3 clusters Score -1113397 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -1114126.375000 Penalty: 951.238342
	Iteration 8Q: 3 clusters Score -1114126 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -1114496.750000 Penalty: 951.238342
	Iteration 9Q: 3 clusters Score -1114497 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -1114689.000000 Penalty: 951.238342
	Iteration 10Q: 3 clusters Score -1114689 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -1114814.625000 Penalty: 951.238342
	Iteration 11Q: 3 clusters Score -1114815 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -1114916.125000 Penalty: 951.238342
	Iteration 12Q: 3 clusters Score -1114916 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -1115014.375000 Penalty: 951.238342
	Iteration 13Q: 3 clusters Score -1115014 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15247 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -1115115.375000 Penalty: 951.238342
	Iteration 14Q: 3 clusters Score -1115115 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 19558 members 
Entering Unmasked Estep 
Score: -1115203.875000 Penalty: 951.238342
	Iteration 15Q: 3 clusters Score -1115204 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 19747 members 
Entering Unmasked Estep 
Score: -1115311.875000 Penalty: 951.238342
	Iteration 16Q: 3 clusters Score -1115312 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -1115419.750000 Penalty: 951.238342
	Iteration 17Q: 3 clusters Score -1115420 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -1115524.125000 Penalty: 951.238342
	Iteration 18Q: 3 clusters Score -1115524 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -1115634.375000 Penalty: 951.238342
	Iteration 19Q: 3 clusters Score -1115634 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -1115756.125000 Penalty: 951.238342
	Iteration 20F: 3 clusters Score -1115756 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -1115907.000000 Penalty: 951.238342
	Iteration 21Q: 3 clusters Score -1115907 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 20965 members 
Entering Unmasked Estep 
Score: -1116062.250000 Penalty: 951.238342
	Iteration 22Q: 3 clusters Score -1116062 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -1116206.625000 Penalty: 951.238342
	Iteration 23Q: 3 clusters Score -1116207 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -1116345.000000 Penalty: 951.238342
	Iteration 24Q: 3 clusters Score -1116345 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -1116456.375000 Penalty: 951.238342
	Iteration 25Q: 3 clusters Score -1116456 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -1116570.000000 Penalty: 951.238342
	Iteration 26Q: 3 clusters Score -1116570 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -1116685.875000 Penalty: 951.238342
	Iteration 27Q: 3 clusters Score -1116686 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -1116827.375000 Penalty: 951.238342
	Iteration 28Q: 3 clusters Score -1116827 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -1116958.125000 Penalty: 951.238342
	Iteration 29Q: 3 clusters Score -1116958 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -1117081.875000 Penalty: 951.238342
	Iteration 30Q: 3 clusters Score -1117082 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -1117226.250000 Penalty: 951.238342
	Iteration 31Q: 3 clusters Score -1117226 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -1117374.375000 Penalty: 951.238342
	Iteration 32Q: 3 clusters Score -1117374 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -1117513.750000 Penalty: 951.238342
	Iteration 33Q: 3 clusters Score -1117514 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -1117652.625000 Penalty: 951.238342
	Iteration 34Q: 3 clusters Score -1117653 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -1117770.500000 Penalty: 951.238342
	Iteration 35Q: 3 clusters Score -1117770 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -1117880.125000 Penalty: 951.238342
	Iteration 36Q: 3 clusters Score -1117880 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -1117972.250000 Penalty: 951.238342
	Iteration 37Q: 3 clusters Score -1117972 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 25334 members 
Entering Unmasked Estep 
Score: -1118068.125000 Penalty: 951.238342
	Iteration 38Q: 3 clusters Score -1118068 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -1118167.250000 Penalty: 951.238342
	Iteration 39Q: 3 clusters Score -1118167 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -1118272.375000 Penalty: 951.238342
	Iteration 40F: 3 clusters Score -1118272 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -1118364.000000 Penalty: 951.238342
	Iteration 41Q: 3 clusters Score -1118364 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -1118445.750000 Penalty: 951.238342
	Iteration 42Q: 3 clusters Score -1118446 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -1118519.000000 Penalty: 951.238342
	Iteration 43Q: 3 clusters Score -1118519 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -1118584.500000 Penalty: 951.238342
	Iteration 44Q: 3 clusters Score -1118584 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -1118659.250000 Penalty: 951.238342
	Iteration 45Q: 3 clusters Score -1118659 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -1118739.625000 Penalty: 951.238342
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Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 28049 members 
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Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 28548 members 
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Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 28772 members 
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	Iteration 50Q: 3 clusters Score -1119020 nChanged 208
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Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 28976 members 
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	Iteration 51Q: 3 clusters Score -1119069 nChanged 184
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Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 29158 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5312 members 
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Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 29539 members 
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	Iteration 54Q: 3 clusters Score -1119190 nChanged 190
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Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 29729 members 
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	Iteration 55Q: 3 clusters Score -1119236 nChanged 172
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Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 29901 members 
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Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 30058 members 
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Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 30311 members 
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Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 30412 members 
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	Iteration 60F: 3 clusters Score -1119362 nChanged 99
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Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 30511 members 
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Mstep: Class 1 contains 4039 members 
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	Iteration 62Q: 3 clusters Score -1119395 nChanged 101
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Mstep: Class 1 contains 3938 members 
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	Iteration 63Q: 3 clusters Score -1119408 nChanged 98
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Mstep: Class 1 contains 3840 members 
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	Iteration 64Q: 3 clusters Score -1119423 nChanged 125
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Mstep: Class 1 contains 3715 members 
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Mstep: Class 1 contains 3606 members 
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Mstep: Class 1 contains 3488 members 
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Mstep: Class 1 contains 3377 members 
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Mstep: Class 1 contains 3278 members 
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Mstep: Class 1 contains 3193 members 
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Mstep: Class 1 contains 3084 members 
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Mstep: Class 1 contains 2898 members 
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	Iteration 74Q: 3 clusters Score -1119618 nChanged 60
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Mstep: Class 1 contains 2707 members 
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Mstep: Class 1 contains 2659 members 
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Mstep: Class 1 contains 2621 members 
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Mstep: Class 1 contains 2557 members 
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Mstep: Class 1 contains 2529 members 
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Mstep: Class 1 contains 2505 members 
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Mstep: Class 1 contains 2478 members 
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Mstep: Class 1 contains 2453 members 
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	Iteration 84Q: 3 clusters Score -1119652 nChanged 27
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Mstep: Class 1 contains 2426 members 
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Mstep: Class 1 contains 2401 members 
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	Iteration 86Q: 3 clusters Score -1119656 nChanged 22
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Mstep: Class 1 contains 2381 members 
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	Iteration 87Q: 3 clusters Score -1119657 nChanged 23
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Mstep: Class 1 contains 2358 members 
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	Iteration 88Q: 3 clusters Score -1119661 nChanged 31
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Mstep: Class 1 contains 2327 members 
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Mstep: Class 1 contains 2295 members 
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	Iteration 90Q: 3 clusters Score -1119673 nChanged 32
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Mstep: Class 1 contains 2265 members 
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	Iteration 91Q: 3 clusters Score -1119676 nChanged 28
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Mstep: Class 1 contains 2241 members 
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	Iteration 92Q: 3 clusters Score -1119680 nChanged 24
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Mstep: Class 1 contains 2219 members 
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	Iteration 93Q: 3 clusters Score -1119681 nChanged 28
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Mstep: Class 1 contains 2191 members 
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	Iteration 94Q: 3 clusters Score -1119684 nChanged 25
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Mstep: Class 1 contains 2168 members 
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	Iteration 95Q: 3 clusters Score -1119688 nChanged 25
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	Iteration 96Q: 3 clusters Score -1119690 nChanged 16
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Mstep: Class 1 contains 2127 members 
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	Iteration 97Q: 3 clusters Score -1119693 nChanged 20
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Mstep: Class 1 contains 2107 members 
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	Iteration 98Q: 3 clusters Score -1119694 nChanged 15
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Mstep: Class 1 contains 2092 members 
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	Iteration 99Q: 3 clusters Score -1119696 nChanged 14
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Mstep: Class 1 contains 2078 members 
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	Iteration 100F: 3 clusters Score -1119701 nChanged 25
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Mstep: Class 1 contains 2055 members 
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	Iteration 101Q: 3 clusters Score -1119709 nChanged 27
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Mstep: Class 1 contains 2028 members 
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	Iteration 102Q: 3 clusters Score -1119712 nChanged 28
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Mstep: Class 1 contains 2002 members 
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	Iteration 103Q: 3 clusters Score -1119717 nChanged 34
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Mstep: Class 1 contains 1970 members 
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	Iteration 104Q: 3 clusters Score -1119721 nChanged 29
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Mstep: Class 1 contains 1943 members 
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	Iteration 105Q: 3 clusters Score -1119728 nChanged 32
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Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 32741 members 
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	Iteration 106Q: 3 clusters Score -1119736 nChanged 31
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Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 32770 members 
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	Iteration 107Q: 3 clusters Score -1119737 nChanged 25
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Mstep: Class 1 contains 1859 members 
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	Iteration 108Q: 3 clusters Score -1119741 nChanged 27
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Mstep: Class 1 contains 1834 members 
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	Iteration 109Q: 3 clusters Score -1119746 nChanged 16
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Mstep: Class 1 contains 1820 members 
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	Iteration 110Q: 3 clusters Score -1119747 nChanged 15
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Mstep: Class 1 contains 1805 members 
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	Iteration 111Q: 3 clusters Score -1119747 nChanged 18
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Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 32867 members 
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	Iteration 112Q: 3 clusters Score -1119752 nChanged 23
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Mstep: Class 1 contains 1764 members 
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	Iteration 113Q: 3 clusters Score -1119754 nChanged 21
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	Iteration 114Q: 3 clusters Score -1119756 nChanged 15
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	Iteration 115Q: 3 clusters Score -1119757 nChanged 19
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	Iteration 116Q: 3 clusters Score -1119760 nChanged 18
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	Iteration 117Q: 3 clusters Score -1119760 nChanged 13
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Mstep: Class 1 contains 1680 members 
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	Iteration 118Q: 3 clusters Score -1119763 nChanged 13
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	Iteration 119Q: 3 clusters Score -1119766 nChanged 9
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -1119767 nChanged 18
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	Iteration 121Q: 3 clusters Score -1119769 nChanged 22
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Mstep: Class 1 contains 1618 members 
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	Iteration 122Q: 3 clusters Score -1119769 nChanged 16
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	Iteration 123Q: 3 clusters Score -1119773 nChanged 20
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	Iteration 124Q: 3 clusters Score -1119775 nChanged 14
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	Iteration 125Q: 3 clusters Score -1119777 nChanged 5
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	Iteration 126Q: 3 clusters Score -1119775 nChanged 6
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	Iteration 127Q: 3 clusters Score -1119776 nChanged 13
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	Iteration 128Q: 3 clusters Score -1119777 nChanged 12
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	Iteration 129Q: 3 clusters Score -1119778 nChanged 15
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	Iteration 130Q: 3 clusters Score -1119780 nChanged 16
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	Iteration 131Q: 3 clusters Score -1119782 nChanged 16
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	Iteration 132Q: 3 clusters Score -1119782 nChanged 9
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	Iteration 133Q: 3 clusters Score -1119786 nChanged 9
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	Iteration 134Q: 3 clusters Score -1119785 nChanged 7
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	Iteration 135Q: 3 clusters Score -1119786 nChanged 8
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	Iteration 136Q: 3 clusters Score -1119787 nChanged 6
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	Iteration 137Q: 3 clusters Score -1119788 nChanged 6
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	Iteration 138Q: 3 clusters Score -1119788 nChanged 5
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	Iteration 139Q: 3 clusters Score -1119790 nChanged 2
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Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -1119788.875000 Penalty: 951.238342
	Iteration 140F: 3 clusters Score -1119789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -1119789.125000 Penalty: 951.238342
	Iteration 141Q: 3 clusters Score -1119789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 33214 members 
Entering Unmasked Estep 
Score: -1119789.125000 Penalty: 951.238342
	Iteration 142F: 3 clusters Score -1119789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Entering Unmasked Estep 
Score: -434911.000000 Penalty: 432.542908
	Iteration 0F: 2 clusters Score -434911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -425918.250000 Penalty: 865.085815
	Iteration 0F: 3 clusters Score -425918.2 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -429535.000000 Penalty: 865.085815
	Iteration 1F: 3 clusters Score -429535 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -429802.968750 Penalty: 865.085815
	Iteration 2F: 3 clusters Score -429803 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -430123.875000 Penalty: 865.085815
	Iteration 3F: 3 clusters Score -430123.9 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -430536.062500 Penalty: 865.085815
	Iteration 4F: 3 clusters Score -430536.1 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -431017.656250 Penalty: 865.085815
	Iteration 5F: 3 clusters Score -431017.7 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -431593.031250 Penalty: 865.085815
	Iteration 6F: 3 clusters Score -431593 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -432219.750000 Penalty: 865.085815
	Iteration 7F: 3 clusters Score -432219.8 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -432673.906250 Penalty: 865.085815
	Iteration 8Q: 3 clusters Score -432673.9 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 9509 members 
Entering Unmasked Estep 
Score: -432930.312500 Penalty: 865.085815
	Iteration 9Q: 3 clusters Score -432930.3 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -433141.375000 Penalty: 865.085815
	Iteration 10Q: 3 clusters Score -433141.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 9899 members 
Entering Unmasked Estep 
Score: -433346.375000 Penalty: 865.085815
	Iteration 11Q: 3 clusters Score -433346.4 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -433527.250000 Penalty: 865.085815
	Iteration 12Q: 3 clusters Score -433527.2 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -433674.218750 Penalty: 865.085815
	Iteration 13Q: 3 clusters Score -433674.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -433830.093750 Penalty: 865.085815
	Iteration 14Q: 3 clusters Score -433830.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -433977.531250 Penalty: 865.085815
	Iteration 15Q: 3 clusters Score -433977.5 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -434102.906250 Penalty: 865.085815
	Iteration 16Q: 3 clusters Score -434102.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -434197.375000 Penalty: 865.085815
	Iteration 17Q: 3 clusters Score -434197.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -434267.875000 Penalty: 865.085815
	Iteration 18Q: 3 clusters Score -434267.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -434314.187500 Penalty: 865.085815
	Iteration 19Q: 3 clusters Score -434314.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -434349.281250 Penalty: 865.085815
	Iteration 20F: 3 clusters Score -434349.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -434369.093750 Penalty: 865.085815
	Iteration 21Q: 3 clusters Score -434369.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -434382.593750 Penalty: 865.085815
	Iteration 22Q: 3 clusters Score -434382.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10731 members 
Entering Unmasked Estep 
Score: -434390.343750 Penalty: 865.085815
	Iteration 23Q: 3 clusters Score -434390.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -434397.968750 Penalty: 865.085815
	Iteration 24Q: 3 clusters Score -434398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -434404.937500 Penalty: 865.085815
	Iteration 25Q: 3 clusters Score -434404.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -434410.281250 Penalty: 865.085815
	Iteration 26Q: 3 clusters Score -434410.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -434415.531250 Penalty: 865.085815
	Iteration 27Q: 3 clusters Score -434415.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -434420.937500 Penalty: 865.085815
	Iteration 28Q: 3 clusters Score -434420.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -434425.000000 Penalty: 865.085815
	Iteration 29Q: 3 clusters Score -434425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -434433.625000 Penalty: 865.085815
	Iteration 30Q: 3 clusters Score -434433.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 11013 members 
Entering Unmasked Estep 
Score: -434442.968750 Penalty: 865.085815
	Iteration 31Q: 3 clusters Score -434443 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -434453.593750 Penalty: 865.085815
	Iteration 32Q: 3 clusters Score -434453.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -434461.625000 Penalty: 865.085815
	Iteration 33Q: 3 clusters Score -434461.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -434468.437500 Penalty: 865.085815
	Iteration 34Q: 3 clusters Score -434468.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -434477.312500 Penalty: 865.085815
	Iteration 35Q: 3 clusters Score -434477.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -434482.218750 Penalty: 865.085815
	Iteration 36Q: 3 clusters Score -434482.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -434484.125000 Penalty: 865.085815
	Iteration 37Q: 3 clusters Score -434484.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -434484.812500 Penalty: 865.085815
	Iteration 38Q: 3 clusters Score -434484.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -434487.093750 Penalty: 865.085815
	Iteration 39Q: 3 clusters Score -434487.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -434488.125000 Penalty: 865.085815
	Iteration 40F: 3 clusters Score -434488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -434487.718750 Penalty: 865.085815
	Iteration 41Q: 3 clusters Score -434487.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -434488.593750 Penalty: 865.085815
	Iteration 42Q: 3 clusters Score -434488.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -434488.906250 Penalty: 865.085815
	Iteration 43Q: 3 clusters Score -434488.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -434488.062500 Penalty: 865.085815
	Iteration 44Q: 3 clusters Score -434488.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -434489.718750 Penalty: 865.085815
	Iteration 45Q: 3 clusters Score -434489.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 11327 members 
Entering Unmasked Estep 
Score: -434490.187500 Penalty: 865.085815
	Iteration 46Q: 3 clusters Score -434490.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -434490.125000 Penalty: 865.085815
	Iteration 47Q: 3 clusters Score -434490.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -434489.781250 Penalty: 865.085815
	Iteration 48Q: 3 clusters Score -434489.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -434489.625000 Penalty: 865.085815
	Iteration 49Q: 3 clusters Score -434489.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -434489.625000 Penalty: 865.085815
	Iteration 50F: 3 clusters Score -434489.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Entering Unmasked Estep 
Score: -129203.570312 Penalty: 379.065247
	Iteration 0F: 2 clusters Score -129203.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -126360.585938 Penalty: 758.130493
	Iteration 0F: 3 clusters Score -126360.6 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -127379.218750 Penalty: 758.130493
	Iteration 1F: 3 clusters Score -127379.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -127522.609375 Penalty: 758.130493
	Iteration 2F: 3 clusters Score -127522.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -127684.445312 Penalty: 758.130493
	Iteration 3F: 3 clusters Score -127684.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -127869.171875 Penalty: 758.130493
	Iteration 4F: 3 clusters Score -127869.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -128020.554688 Penalty: 758.130493
	Iteration 5F: 3 clusters Score -128020.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -128134.921875 Penalty: 758.130493
	Iteration 6Q: 3 clusters Score -128134.9 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -128269.445312 Penalty: 758.130493
	Iteration 7Q: 3 clusters Score -128269.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -128422.367188 Penalty: 758.130493
	Iteration 8Q: 3 clusters Score -128422.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -128555.437500 Penalty: 758.130493
	Iteration 9Q: 3 clusters Score -128555.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -128664.046875 Penalty: 758.130493
	Iteration 10Q: 3 clusters Score -128664 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -128733.976562 Penalty: 758.130493
	Iteration 11Q: 3 clusters Score -128734 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -128774.281250 Penalty: 758.130493
	Iteration 12Q: 3 clusters Score -128774.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -128800.929688 Penalty: 758.130493
	Iteration 13Q: 3 clusters Score -128800.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -128823.468750 Penalty: 758.130493
	Iteration 14Q: 3 clusters Score -128823.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -128837.781250 Penalty: 758.130493
	Iteration 15Q: 3 clusters Score -128837.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -128851.984375 Penalty: 758.130493
	Iteration 16Q: 3 clusters Score -128852 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -128865.609375 Penalty: 758.130493
	Iteration 17Q: 3 clusters Score -128865.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -128878.156250 Penalty: 758.130493
	Iteration 18Q: 3 clusters Score -128878.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -128893.031250 Penalty: 758.130493
	Iteration 19Q: 3 clusters Score -128893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -128904.109375 Penalty: 758.130493
	Iteration 20F: 3 clusters Score -128904.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -128915.179688 Penalty: 758.130493
	Iteration 21Q: 3 clusters Score -128915.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -128925.960938 Penalty: 758.130493
	Iteration 22Q: 3 clusters Score -128926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -128939.078125 Penalty: 758.130493
	Iteration 23Q: 3 clusters Score -128939.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -128951.718750 Penalty: 758.130493
	Iteration 24Q: 3 clusters Score -128951.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -128959.515625 Penalty: 758.130493
	Iteration 25Q: 3 clusters Score -128959.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -128970.695312 Penalty: 758.130493
	Iteration 26Q: 3 clusters Score -128970.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -128977.843750 Penalty: 758.130493
	Iteration 27Q: 3 clusters Score -128977.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -128981.882812 Penalty: 758.130493
	Iteration 28Q: 3 clusters Score -128981.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -128985.070312 Penalty: 758.130493
	Iteration 29Q: 3 clusters Score -128985.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -128987.421875 Penalty: 758.130493
	Iteration 30Q: 3 clusters Score -128987.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -128988.398438 Penalty: 758.130493
	Iteration 31Q: 3 clusters Score -128988.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -128990.921875 Penalty: 758.130493
	Iteration 32Q: 3 clusters Score -128990.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -128993.859375 Penalty: 758.130493
	Iteration 33Q: 3 clusters Score -128993.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -128998.000000 Penalty: 758.130493
	Iteration 34Q: 3 clusters Score -128998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -129004.492188 Penalty: 758.130493
	Iteration 35Q: 3 clusters Score -129004.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -129009.468750 Penalty: 758.130493
	Iteration 36Q: 3 clusters Score -129009.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -129012.789062 Penalty: 758.130493
	Iteration 37Q: 3 clusters Score -129012.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -129016.445312 Penalty: 758.130493
	Iteration 38Q: 3 clusters Score -129016.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -129018.554688 Penalty: 758.130493
	Iteration 39Q: 3 clusters Score -129018.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -129019.820312 Penalty: 758.130493
	Iteration 40F: 3 clusters Score -129019.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -129020.976562 Penalty: 758.130493
	Iteration 41Q: 3 clusters Score -129021 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -129024.484375 Penalty: 758.130493
	Iteration 42Q: 3 clusters Score -129024.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -129025.867188 Penalty: 758.130493
	Iteration 43Q: 3 clusters Score -129025.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -129026.085938 Penalty: 758.130493
	Iteration 44Q: 3 clusters Score -129026.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -129026.296875 Penalty: 758.130493
	Iteration 45Q: 3 clusters Score -129026.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -129026.296875 Penalty: 758.130493
	Iteration 46F: 3 clusters Score -129026.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -49045.546875 Penalty: 333.443909
	Iteration 0F: 2 clusters Score -49045.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -47905.207031 Penalty: 666.887817
	Iteration 0F: 3 clusters Score -47905.21 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -48281.886719 Penalty: 666.887817
	Iteration 1F: 3 clusters Score -48281.89 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -48335.906250 Penalty: 666.887817
	Iteration 2F: 3 clusters Score -48335.91 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -48366.500000 Penalty: 666.887817
	Iteration 3Q: 3 clusters Score -48366.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -48400.343750 Penalty: 666.887817
	Iteration 4Q: 3 clusters Score -48400.34 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -48428.468750 Penalty: 666.887817
	Iteration 5Q: 3 clusters Score -48428.47 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -48451.050781 Penalty: 666.887817
	Iteration 6Q: 3 clusters Score -48451.05 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -48484.660156 Penalty: 666.887817
	Iteration 7Q: 3 clusters Score -48484.66 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -48529.562500 Penalty: 666.887817
	Iteration 8Q: 3 clusters Score -48529.56 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -48582.296875 Penalty: 666.887817
	Iteration 9Q: 3 clusters Score -48582.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -48617.445312 Penalty: 666.887817
	Iteration 10Q: 3 clusters Score -48617.45 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -48646.734375 Penalty: 666.887817
	Iteration 11Q: 3 clusters Score -48646.73 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -48676.609375 Penalty: 666.887817
	Iteration 12Q: 3 clusters Score -48676.61 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -48690.757812 Penalty: 666.887817
	Iteration 13Q: 3 clusters Score -48690.76 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -48701.730469 Penalty: 666.887817
	Iteration 14Q: 3 clusters Score -48701.73 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -48716.792969 Penalty: 666.887817
	Iteration 15Q: 3 clusters Score -48716.79 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -48725.667969 Penalty: 666.887817
	Iteration 16Q: 3 clusters Score -48725.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -48730.433594 Penalty: 666.887817
	Iteration 17Q: 3 clusters Score -48730.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -48735.011719 Penalty: 666.887817
	Iteration 18Q: 3 clusters Score -48735.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -48737.871094 Penalty: 666.887817
	Iteration 19Q: 3 clusters Score -48737.87 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -48740.878906 Penalty: 666.887817
	Iteration 20F: 3 clusters Score -48740.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -48742.562500 Penalty: 666.887817
	Iteration 21Q: 3 clusters Score -48742.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -48743.000000 Penalty: 666.887817
	Iteration 22Q: 3 clusters Score -48743 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -48743.000000 Penalty: 666.887817
	Iteration 23F: 3 clusters Score -48743 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Entering Unmasked Estep 
Score: -237946.609375 Penalty: 399.651489
	Iteration 0F: 2 clusters Score -237946.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -233579.484375 Penalty: 799.302979
	Iteration 0F: 3 clusters Score -233579.5 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -235399.218750 Penalty: 799.302979
	Iteration 1F: 3 clusters Score -235399.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -235665.406250 Penalty: 799.302979
	Iteration 2F: 3 clusters Score -235665.4 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -235946.281250 Penalty: 799.302979
	Iteration 3F: 3 clusters Score -235946.3 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -236286.765625 Penalty: 799.302979
	Iteration 4F: 3 clusters Score -236286.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -236639.890625 Penalty: 799.302979
	Iteration 5F: 3 clusters Score -236639.9 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -236902.312500 Penalty: 799.302979
	Iteration 6Q: 3 clusters Score -236902.3 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -237058.953125 Penalty: 799.302979
	Iteration 7Q: 3 clusters Score -237059 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -237170.906250 Penalty: 799.302979
	Iteration 8Q: 3 clusters Score -237170.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -237281.453125 Penalty: 799.302979
	Iteration 9Q: 3 clusters Score -237281.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -237347.421875 Penalty: 799.302979
	Iteration 10Q: 3 clusters Score -237347.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -237390.562500 Penalty: 799.302979
	Iteration 11Q: 3 clusters Score -237390.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -237423.953125 Penalty: 799.302979
	Iteration 12Q: 3 clusters Score -237424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -237447.312500 Penalty: 799.302979
	Iteration 13Q: 3 clusters Score -237447.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -237472.000000 Penalty: 799.302979
	Iteration 14Q: 3 clusters Score -237472 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -237491.890625 Penalty: 799.302979
	Iteration 15Q: 3 clusters Score -237491.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -237509.953125 Penalty: 799.302979
	Iteration 16Q: 3 clusters Score -237510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -237518.625000 Penalty: 799.302979
	Iteration 17Q: 3 clusters Score -237518.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -237522.468750 Penalty: 799.302979
	Iteration 18Q: 3 clusters Score -237522.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -237528.781250 Penalty: 799.302979
	Iteration 19Q: 3 clusters Score -237528.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -237533.843750 Penalty: 799.302979
	Iteration 20F: 3 clusters Score -237533.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -237544.312500 Penalty: 799.302979
	Iteration 21Q: 3 clusters Score -237544.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -237549.421875 Penalty: 799.302979
	Iteration 22Q: 3 clusters Score -237549.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -237554.437500 Penalty: 799.302979
	Iteration 23Q: 3 clusters Score -237554.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -237558.109375 Penalty: 799.302979
	Iteration 24Q: 3 clusters Score -237558.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -237563.546875 Penalty: 799.302979
	Iteration 25Q: 3 clusters Score -237563.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -237568.203125 Penalty: 799.302979
	Iteration 26Q: 3 clusters Score -237568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -237574.312500 Penalty: 799.302979
	Iteration 27Q: 3 clusters Score -237574.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -237578.250000 Penalty: 799.302979
	Iteration 28Q: 3 clusters Score -237578.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -237584.343750 Penalty: 799.302979
	Iteration 29Q: 3 clusters Score -237584.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -237589.515625 Penalty: 799.302979
	Iteration 30Q: 3 clusters Score -237589.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -237592.656250 Penalty: 799.302979
	Iteration 31Q: 3 clusters Score -237592.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -237593.828125 Penalty: 799.302979
	Iteration 32Q: 3 clusters Score -237593.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -237595.312500 Penalty: 799.302979
	Iteration 33Q: 3 clusters Score -237595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -237596.000000 Penalty: 799.302979
	Iteration 34Q: 3 clusters Score -237596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -237597.015625 Penalty: 799.302979
	Iteration 35Q: 3 clusters Score -237597 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -237599.234375 Penalty: 799.302979
	Iteration 36Q: 3 clusters Score -237599.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -237599.531250 Penalty: 799.302979
	Iteration 37Q: 3 clusters Score -237599.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -237599.781250 Penalty: 799.302979
	Iteration 38Q: 3 clusters Score -237599.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -237599.781250 Penalty: 799.302979
	Iteration 39F: 3 clusters Score -237599.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Entering Unmasked Estep 
Score: -70910.585938 Penalty: 348.962036
	Iteration 0F: 2 clusters Score -70910.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -69378.921875 Penalty: 697.924072
	Iteration 0F: 3 clusters Score -69378.92 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -69932.218750 Penalty: 697.924072
	Iteration 1F: 3 clusters Score -69932.22 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -70012.460938 Penalty: 697.924072
	Iteration 2F: 3 clusters Score -70012.46 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -70078.203125 Penalty: 697.924072
	Iteration 3F: 3 clusters Score -70078.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -70154.484375 Penalty: 697.924072
	Iteration 4Q: 3 clusters Score -70154.48 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -70225.601562 Penalty: 697.924072
	Iteration 5Q: 3 clusters Score -70225.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -70296.562500 Penalty: 697.924072
	Iteration 6Q: 3 clusters Score -70296.56 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -70334.820312 Penalty: 697.924072
	Iteration 7Q: 3 clusters Score -70334.82 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -70359.593750 Penalty: 697.924072
	Iteration 8Q: 3 clusters Score -70359.59 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -70378.484375 Penalty: 697.924072
	Iteration 9Q: 3 clusters Score -70378.48 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -70396.992188 Penalty: 697.924072
	Iteration 10Q: 3 clusters Score -70396.99 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -70414.890625 Penalty: 697.924072
	Iteration 11Q: 3 clusters Score -70414.89 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -70429.281250 Penalty: 697.924072
	Iteration 12Q: 3 clusters Score -70429.28 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -70443.562500 Penalty: 697.924072
	Iteration 13Q: 3 clusters Score -70443.56 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -70457.734375 Penalty: 697.924072
	Iteration 14Q: 3 clusters Score -70457.73 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -70466.343750 Penalty: 697.924072
	Iteration 15Q: 3 clusters Score -70466.34 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -70471.898438 Penalty: 697.924072
	Iteration 16Q: 3 clusters Score -70471.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -70473.882812 Penalty: 697.924072
	Iteration 17Q: 3 clusters Score -70473.88 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -70475.734375 Penalty: 697.924072
	Iteration 18Q: 3 clusters Score -70475.73 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -70477.804688 Penalty: 697.924072
	Iteration 19Q: 3 clusters Score -70477.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -70481.203125 Penalty: 697.924072
	Iteration 20F: 3 clusters Score -70481.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -70482.703125 Penalty: 697.924072
	Iteration 21Q: 3 clusters Score -70482.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -70484.640625 Penalty: 697.924072
	Iteration 22Q: 3 clusters Score -70484.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -70485.585938 Penalty: 697.924072
	Iteration 23Q: 3 clusters Score -70485.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -70487.164062 Penalty: 697.924072
	Iteration 24Q: 3 clusters Score -70487.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -70487.960938 Penalty: 697.924072
	Iteration 25Q: 3 clusters Score -70487.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -70489.000000 Penalty: 697.924072
	Iteration 26Q: 3 clusters Score -70489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -70489.921875 Penalty: 697.924072
	Iteration 27Q: 3 clusters Score -70489.92 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -70491.414062 Penalty: 697.924072
	Iteration 28Q: 3 clusters Score -70491.41 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -70495.031250 Penalty: 697.924072
	Iteration 29Q: 3 clusters Score -70495.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -70498.953125 Penalty: 697.924072
	Iteration 30Q: 3 clusters Score -70498.95 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -70506.414062 Penalty: 697.924072
	Iteration 31Q: 3 clusters Score -70506.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -70511.867188 Penalty: 697.924072
	Iteration 32Q: 3 clusters Score -70511.87 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -70517.148438 Penalty: 697.924072
	Iteration 33Q: 3 clusters Score -70517.15 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -70522.226562 Penalty: 697.924072
	Iteration 34Q: 3 clusters Score -70522.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -70524.343750 Penalty: 697.924072
	Iteration 35Q: 3 clusters Score -70524.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -70526.804688 Penalty: 697.924072
	Iteration 36Q: 3 clusters Score -70526.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -70527.875000 Penalty: 697.924072
	Iteration 37Q: 3 clusters Score -70527.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -70530.742188 Penalty: 697.924072
	Iteration 38Q: 3 clusters Score -70530.74 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -70533.210938 Penalty: 697.924072
	Iteration 39Q: 3 clusters Score -70533.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -70534.781250 Penalty: 697.924072
	Iteration 40F: 3 clusters Score -70534.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -70535.226562 Penalty: 697.924072
	Iteration 41Q: 3 clusters Score -70535.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -70535.570312 Penalty: 697.924072
	Iteration 42Q: 3 clusters Score -70535.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -70536.351562 Penalty: 697.924072
	Iteration 43Q: 3 clusters Score -70536.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -70537.179688 Penalty: 697.924072
	Iteration 44Q: 3 clusters Score -70537.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -70537.468750 Penalty: 697.924072
	Iteration 45Q: 3 clusters Score -70537.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -70538.515625 Penalty: 697.924072
	Iteration 46Q: 3 clusters Score -70538.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -70540.390625 Penalty: 697.924072
	Iteration 47Q: 3 clusters Score -70540.39 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -70542.585938 Penalty: 697.924072
	Iteration 48Q: 3 clusters Score -70542.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -70544.734375 Penalty: 697.924072
	Iteration 49Q: 3 clusters Score -70544.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -70546.234375 Penalty: 697.924072
	Iteration 50Q: 3 clusters Score -70546.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -70546.992188 Penalty: 697.924072
	Iteration 51Q: 3 clusters Score -70546.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -70547.742188 Penalty: 697.924072
	Iteration 52Q: 3 clusters Score -70547.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -70548.953125 Penalty: 697.924072
	Iteration 53Q: 3 clusters Score -70548.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -70550.351562 Penalty: 697.924072
	Iteration 54Q: 3 clusters Score -70550.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -70551.906250 Penalty: 697.924072
	Iteration 55Q: 3 clusters Score -70551.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -70553.796875 Penalty: 697.924072
	Iteration 56Q: 3 clusters Score -70553.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -70554.546875 Penalty: 697.924072
	Iteration 57Q: 3 clusters Score -70554.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -70554.750000 Penalty: 697.924072
	Iteration 58Q: 3 clusters Score -70554.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -70554.859375 Penalty: 697.924072
	Iteration 59Q: 3 clusters Score -70554.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -70555.210938 Penalty: 697.924072
	Iteration 60F: 3 clusters Score -70555.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -70555.265625 Penalty: 697.924072
	Iteration 61Q: 3 clusters Score -70555.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -70555.281250 Penalty: 697.924072
	Iteration 62Q: 3 clusters Score -70555.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -70555.695312 Penalty: 697.924072
	Iteration 63Q: 3 clusters Score -70555.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -70555.703125 Penalty: 697.924072
	Iteration 64Q: 3 clusters Score -70555.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -70555.843750 Penalty: 697.924072
	Iteration 65Q: 3 clusters Score -70555.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -70556.132812 Penalty: 697.924072
	Iteration 66Q: 3 clusters Score -70556.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -70556.648438 Penalty: 697.924072
	Iteration 67Q: 3 clusters Score -70556.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -70556.929688 Penalty: 697.924072
	Iteration 68Q: 3 clusters Score -70556.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -70557.000000 Penalty: 697.924072
	Iteration 69Q: 3 clusters Score -70557 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -70557.000000 Penalty: 697.924072
	Iteration 70F: 3 clusters Score -70557 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Entering Unmasked Estep 
Score: -797326.437500 Penalty: 460.427460
	Iteration 0F: 2 clusters Score -797326.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12356 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -780836.687500 Penalty: 920.854919
	Iteration 0F: 3 clusters Score -780836.7 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -787802.375000 Penalty: 920.854919
	Iteration 1F: 3 clusters Score -787802.4 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -788159.750000 Penalty: 920.854919
	Iteration 2Q: 3 clusters Score -788159.8 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -788595.750000 Penalty: 920.854919
	Iteration 3Q: 3 clusters Score -788595.8 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -789155.250000 Penalty: 920.854919
	Iteration 4Q: 3 clusters Score -789155.2 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 12898 members 
Entering Unmasked Estep 
Score: -789785.687500 Penalty: 920.854919
	Iteration 5F: 3 clusters Score -789785.7 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -790500.875000 Penalty: 920.854919
	Iteration 6F: 3 clusters Score -790500.9 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -791315.937500 Penalty: 920.854919
	Iteration 7F: 3 clusters Score -791315.9 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -792131.812500 Penalty: 920.854919
	Iteration 8F: 3 clusters Score -792131.8 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -792791.187500 Penalty: 920.854919
	Iteration 9Q: 3 clusters Score -792791.2 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -793190.250000 Penalty: 920.854919
	Iteration 10Q: 3 clusters Score -793190.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -793389.937500 Penalty: 920.854919
	Iteration 11Q: 3 clusters Score -793389.9 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -793510.562500 Penalty: 920.854919
	Iteration 12Q: 3 clusters Score -793510.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -793601.062500 Penalty: 920.854919
	Iteration 13Q: 3 clusters Score -793601.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -793683.250000 Penalty: 920.854919
	Iteration 14Q: 3 clusters Score -793683.2 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -793768.625000 Penalty: 920.854919
	Iteration 15Q: 3 clusters Score -793768.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -793848.375000 Penalty: 920.854919
	Iteration 16Q: 3 clusters Score -793848.4 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -793918.437500 Penalty: 920.854919
	Iteration 17Q: 3 clusters Score -793918.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -793985.687500 Penalty: 920.854919
	Iteration 18Q: 3 clusters Score -793985.7 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -794046.500000 Penalty: 920.854919
	Iteration 19Q: 3 clusters Score -794046.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -794106.937500 Penalty: 920.854919
	Iteration 20F: 3 clusters Score -794106.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -794164.937500 Penalty: 920.854919
	Iteration 21Q: 3 clusters Score -794164.9 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9602 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -794220.687500 Penalty: 920.854919
	Iteration 22Q: 3 clusters Score -794220.7 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -794280.375000 Penalty: 920.854919
	Iteration 23Q: 3 clusters Score -794280.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -794327.125000 Penalty: 920.854919
	Iteration 24Q: 3 clusters Score -794327.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 15479 members 
Entering Unmasked Estep 
Score: -794362.437500 Penalty: 920.854919
	Iteration 25Q: 3 clusters Score -794362.4 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -794390.187500 Penalty: 920.854919
	Iteration 26Q: 3 clusters Score -794390.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -794406.812500 Penalty: 920.854919
	Iteration 27Q: 3 clusters Score -794406.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -794426.312500 Penalty: 920.854919
	Iteration 28Q: 3 clusters Score -794426.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -794446.312500 Penalty: 920.854919
	Iteration 29Q: 3 clusters Score -794446.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -794464.187500 Penalty: 920.854919
	Iteration 30Q: 3 clusters Score -794464.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -794483.437500 Penalty: 920.854919
	Iteration 31Q: 3 clusters Score -794483.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 16128 members 
Entering Unmasked Estep 
Score: -794508.500000 Penalty: 920.854919
	Iteration 32Q: 3 clusters Score -794508.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -794532.000000 Penalty: 920.854919
	Iteration 33Q: 3 clusters Score -794532 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -794556.375000 Penalty: 920.854919
	Iteration 34Q: 3 clusters Score -794556.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -794586.750000 Penalty: 920.854919
	Iteration 35Q: 3 clusters Score -794586.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -794623.750000 Penalty: 920.854919
	Iteration 36Q: 3 clusters Score -794623.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -794660.062500 Penalty: 920.854919
	Iteration 37Q: 3 clusters Score -794660.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -794698.625000 Penalty: 920.854919
	Iteration 38Q: 3 clusters Score -794698.6 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -794739.812500 Penalty: 920.854919
	Iteration 39Q: 3 clusters Score -794739.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -794801.000000 Penalty: 920.854919
	Iteration 40F: 3 clusters Score -794801 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -794896.375000 Penalty: 920.854919
	Iteration 41Q: 3 clusters Score -794896.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -795015.500000 Penalty: 920.854919
	Iteration 42Q: 3 clusters Score -795015.5 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -795164.750000 Penalty: 920.854919
	Iteration 43Q: 3 clusters Score -795164.8 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -795340.750000 Penalty: 920.854919
	Iteration 44Q: 3 clusters Score -795340.8 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -795582.625000 Penalty: 920.854919
	Iteration 45Q: 3 clusters Score -795582.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -795879.000000 Penalty: 920.854919
	Iteration 46Q: 3 clusters Score -795879 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -796185.500000 Penalty: 920.854919
	Iteration 47Q: 3 clusters Score -796185.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -796442.312500 Penalty: 920.854919
	Iteration 48Q: 3 clusters Score -796442.3 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -796640.000000 Penalty: 920.854919
	Iteration 49Q: 3 clusters Score -796640 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -796780.312500 Penalty: 920.854919
	Iteration 50Q: 3 clusters Score -796780.3 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -796868.250000 Penalty: 920.854919
	Iteration 51Q: 3 clusters Score -796868.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -796936.875000 Penalty: 920.854919
	Iteration 52Q: 3 clusters Score -796936.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -796988.625000 Penalty: 920.854919
	Iteration 53Q: 3 clusters Score -796988.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -797025.250000 Penalty: 920.854919
	Iteration 54Q: 3 clusters Score -797025.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -797055.562500 Penalty: 920.854919
	Iteration 55Q: 3 clusters Score -797055.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -797074.437500 Penalty: 920.854919
	Iteration 56Q: 3 clusters Score -797074.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -797083.000000 Penalty: 920.854919
	Iteration 57Q: 3 clusters Score -797083 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -797088.562500 Penalty: 920.854919
	Iteration 58Q: 3 clusters Score -797088.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -797098.062500 Penalty: 920.854919
	Iteration 59Q: 3 clusters Score -797098.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -797110.687500 Penalty: 920.854919
	Iteration 60F: 3 clusters Score -797110.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -797119.187500 Penalty: 920.854919
	Iteration 61Q: 3 clusters Score -797119.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -797124.687500 Penalty: 920.854919
	Iteration 62Q: 3 clusters Score -797124.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -797127.062500 Penalty: 920.854919
	Iteration 63Q: 3 clusters Score -797127.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -797130.312500 Penalty: 920.854919
	Iteration 64Q: 3 clusters Score -797130.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 21483 members 
Entering Unmasked Estep 
Score: -797133.562500 Penalty: 920.854919
	Iteration 65Q: 3 clusters Score -797133.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -797134.187500 Penalty: 920.854919
	Iteration 66Q: 3 clusters Score -797134.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -797137.000000 Penalty: 920.854919
	Iteration 67Q: 3 clusters Score -797137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -797138.062500 Penalty: 920.854919
	Iteration 68Q: 3 clusters Score -797138.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 21506 members 
Entering Unmasked Estep 
Score: -797139.562500 Penalty: 920.854919
	Iteration 69Q: 3 clusters Score -797139.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -797139.500000 Penalty: 920.854919
	Iteration 70Q: 3 clusters Score -797139.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -797141.000000 Penalty: 920.854919
	Iteration 71Q: 3 clusters Score -797141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -797139.750000 Penalty: 920.854919
	Iteration 72Q: 3 clusters Score -797139.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -797143.750000 Penalty: 920.854919
	Iteration 73Q: 3 clusters Score -797143.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -797145.062500 Penalty: 920.854919
	Iteration 74Q: 3 clusters Score -797145.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -797144.625000 Penalty: 920.854919
	Iteration 75Q: 3 clusters Score -797144.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -797144.750000 Penalty: 920.854919
	Iteration 76Q: 3 clusters Score -797144.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -797148.375000 Penalty: 920.854919
	Iteration 77Q: 3 clusters Score -797148.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -797148.812500 Penalty: 920.854919
	Iteration 78Q: 3 clusters Score -797148.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -797146.937500 Penalty: 920.854919
	Iteration 79Q: 3 clusters Score -797146.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -797150.062500 Penalty: 920.854919
	Iteration 80F: 3 clusters Score -797150.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -797151.125000 Penalty: 920.854919
	Iteration 81Q: 3 clusters Score -797151.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -797150.875000 Penalty: 920.854919
	Iteration 82Q: 3 clusters Score -797150.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -797153.687500 Penalty: 920.854919
	Iteration 83Q: 3 clusters Score -797153.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -797153.875000 Penalty: 920.854919
	Iteration 84Q: 3 clusters Score -797153.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -797155.312500 Penalty: 920.854919
	Iteration 85Q: 3 clusters Score -797155.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -797155.062500 Penalty: 920.854919
	Iteration 86Q: 3 clusters Score -797155.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -797156.250000 Penalty: 920.854919
	Iteration 87Q: 3 clusters Score -797156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -797154.687500 Penalty: 920.854919
	Iteration 88Q: 3 clusters Score -797154.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -797154.437500 Penalty: 920.854919
	Iteration 89Q: 3 clusters Score -797154.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -797156.125000 Penalty: 920.854919
	Iteration 90Q: 3 clusters Score -797156.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -797155.500000 Penalty: 920.854919
	Iteration 91Q: 3 clusters Score -797155.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -797154.625000 Penalty: 920.854919
	Iteration 92Q: 3 clusters Score -797154.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -797156.312500 Penalty: 920.854919
	Iteration 93Q: 3 clusters Score -797156.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -797155.750000 Penalty: 920.854919
	Iteration 94Q: 3 clusters Score -797155.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -797157.062500 Penalty: 920.854919
	Iteration 95Q: 3 clusters Score -797157.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -797157.625000 Penalty: 920.854919
	Iteration 96Q: 3 clusters Score -797157.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -797159.187500 Penalty: 920.854919
	Iteration 97Q: 3 clusters Score -797159.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -797157.687500 Penalty: 920.854919
	Iteration 98Q: 3 clusters Score -797157.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -797157.562500 Penalty: 920.854919
	Iteration 99Q: 3 clusters Score -797157.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 21492 members 
Entering Unmasked Estep 
Score: -797157.375000 Penalty: 920.854919
	Iteration 100F: 3 clusters Score -797157.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -797158.312500 Penalty: 920.854919
	Iteration 101Q: 3 clusters Score -797158.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -797159.062500 Penalty: 920.854919
	Iteration 102Q: 3 clusters Score -797159.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -797159.312500 Penalty: 920.854919
	Iteration 103Q: 3 clusters Score -797159.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -797160.625000 Penalty: 920.854919
	Iteration 104Q: 3 clusters Score -797160.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -797159.937500 Penalty: 920.854919
	Iteration 105Q: 3 clusters Score -797159.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -797160.625000 Penalty: 920.854919
	Iteration 106Q: 3 clusters Score -797160.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -797160.625000 Penalty: 920.854919
	Iteration 107Q: 3 clusters Score -797160.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -797162.125000 Penalty: 920.854919
	Iteration 108Q: 3 clusters Score -797162.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 21452 members 
Entering Unmasked Estep 
Score: -797161.250000 Penalty: 920.854919
	Iteration 109Q: 3 clusters Score -797161.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 21447 members 
Entering Unmasked Estep 
Score: -797160.937500 Penalty: 920.854919
	Iteration 110Q: 3 clusters Score -797160.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -797163.750000 Penalty: 920.854919
	Iteration 111Q: 3 clusters Score -797163.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -797163.812500 Penalty: 920.854919
	Iteration 112Q: 3 clusters Score -797163.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -797162.875000 Penalty: 920.854919
	Iteration 113Q: 3 clusters Score -797162.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -797164.125000 Penalty: 920.854919
	Iteration 114Q: 3 clusters Score -797164.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -797163.812500 Penalty: 920.854919
	Iteration 115Q: 3 clusters Score -797163.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -797163.812500 Penalty: 920.854919
	Iteration 116F: 3 clusters Score -797163.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Entering Unmasked Estep 
Score: -100360.054688 Penalty: 368.196899
	Iteration 0F: 2 clusters Score -100360.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -98107.804688 Penalty: 736.393799
	Iteration 0F: 3 clusters Score -98107.8 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -98989.484375 Penalty: 736.393799
	Iteration 1F: 3 clusters Score -98989.48 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -99179.632812 Penalty: 736.393799
	Iteration 2F: 3 clusters Score -99179.63 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -99337.953125 Penalty: 736.393799
	Iteration 3F: 3 clusters Score -99337.95 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -99507.976562 Penalty: 736.393799
	Iteration 4F: 3 clusters Score -99507.98 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -99651.492188 Penalty: 736.393799
	Iteration 5F: 3 clusters Score -99651.49 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -99767.554688 Penalty: 736.393799
	Iteration 6Q: 3 clusters Score -99767.55 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -99839.804688 Penalty: 736.393799
	Iteration 7Q: 3 clusters Score -99839.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -99899.101562 Penalty: 736.393799
	Iteration 8Q: 3 clusters Score -99899.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -99943.773438 Penalty: 736.393799
	Iteration 9Q: 3 clusters Score -99943.77 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -99990.242188 Penalty: 736.393799
	Iteration 10Q: 3 clusters Score -99990.24 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -100030.578125 Penalty: 736.393799
	Iteration 11Q: 3 clusters Score -100030.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -100066.101562 Penalty: 736.393799
	Iteration 12Q: 3 clusters Score -100066.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -100104.171875 Penalty: 736.393799
	Iteration 13Q: 3 clusters Score -100104.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -100116.101562 Penalty: 736.393799
	Iteration 14Q: 3 clusters Score -100116.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -100120.976562 Penalty: 736.393799
	Iteration 15Q: 3 clusters Score -100121 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -100127.015625 Penalty: 736.393799
	Iteration 16Q: 3 clusters Score -100127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -100130.203125 Penalty: 736.393799
	Iteration 17Q: 3 clusters Score -100130.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -100132.218750 Penalty: 736.393799
	Iteration 18Q: 3 clusters Score -100132.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -100134.039062 Penalty: 736.393799
	Iteration 19Q: 3 clusters Score -100134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -100134.398438 Penalty: 736.393799
	Iteration 20F: 3 clusters Score -100134.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -100135.656250 Penalty: 736.393799
	Iteration 21Q: 3 clusters Score -100135.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -100136.687500 Penalty: 736.393799
	Iteration 22Q: 3 clusters Score -100136.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -100137.093750 Penalty: 736.393799
	Iteration 23Q: 3 clusters Score -100137.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -100137.335938 Penalty: 736.393799
	Iteration 24Q: 3 clusters Score -100137.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -100137.335938 Penalty: 736.393799
	Iteration 25F: 3 clusters Score -100137.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Entering Unmasked Estep 
Score: -263008.312500 Penalty: 412.739319
	Iteration 0F: 2 clusters Score -263008.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -257349.203125 Penalty: 825.478638
	Iteration 0F: 3 clusters Score -257349.2 nChanged 3957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -259591.296875 Penalty: 825.478638
	Iteration 1F: 3 clusters Score -259591.3 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -259791.125000 Penalty: 825.478638
	Iteration 2F: 3 clusters Score -259791.1 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -259950.406250 Penalty: 825.478638
	Iteration 3Q: 3 clusters Score -259950.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -260116.515625 Penalty: 825.478638
	Iteration 4Q: 3 clusters Score -260116.5 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -260288.875000 Penalty: 825.478638
	Iteration 5Q: 3 clusters Score -260288.9 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -260468.109375 Penalty: 825.478638
	Iteration 6Q: 3 clusters Score -260468.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -260695.421875 Penalty: 825.478638
	Iteration 7Q: 3 clusters Score -260695.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -260966.000000 Penalty: 825.478638
	Iteration 8Q: 3 clusters Score -260966 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -261249.171875 Penalty: 825.478638
	Iteration 9Q: 3 clusters Score -261249.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -261440.984375 Penalty: 825.478638
	Iteration 10Q: 3 clusters Score -261441 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -261577.609375 Penalty: 825.478638
	Iteration 11Q: 3 clusters Score -261577.6 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -261672.703125 Penalty: 825.478638
	Iteration 12Q: 3 clusters Score -261672.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -261767.343750 Penalty: 825.478638
	Iteration 13Q: 3 clusters Score -261767.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -261846.437500 Penalty: 825.478638
	Iteration 14Q: 3 clusters Score -261846.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -261932.593750 Penalty: 825.478638
	Iteration 15Q: 3 clusters Score -261932.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -262038.062500 Penalty: 825.478638
	Iteration 16Q: 3 clusters Score -262038.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -262148.562500 Penalty: 825.478638
	Iteration 17Q: 3 clusters Score -262148.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -262239.687500 Penalty: 825.478638
	Iteration 18Q: 3 clusters Score -262239.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -262329.687500 Penalty: 825.478638
	Iteration 19Q: 3 clusters Score -262329.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -262408.250000 Penalty: 825.478638
	Iteration 20F: 3 clusters Score -262408.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -262468.781250 Penalty: 825.478638
	Iteration 21Q: 3 clusters Score -262468.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -262511.625000 Penalty: 825.478638
	Iteration 22Q: 3 clusters Score -262511.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -262543.562500 Penalty: 825.478638
	Iteration 23Q: 3 clusters Score -262543.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -262577.843750 Penalty: 825.478638
	Iteration 24Q: 3 clusters Score -262577.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -262597.187500 Penalty: 825.478638
	Iteration 25Q: 3 clusters Score -262597.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -262606.968750 Penalty: 825.478638
	Iteration 26Q: 3 clusters Score -262607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -262617.906250 Penalty: 825.478638
	Iteration 27Q: 3 clusters Score -262617.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -262627.062500 Penalty: 825.478638
	Iteration 28Q: 3 clusters Score -262627.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -262635.687500 Penalty: 825.478638
	Iteration 29Q: 3 clusters Score -262635.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -262649.812500 Penalty: 825.478638
	Iteration 30Q: 3 clusters Score -262649.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -262655.531250 Penalty: 825.478638
	Iteration 31Q: 3 clusters Score -262655.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -262657.437500 Penalty: 825.478638
	Iteration 32Q: 3 clusters Score -262657.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -262658.687500 Penalty: 825.478638
	Iteration 33Q: 3 clusters Score -262658.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -262659.250000 Penalty: 825.478638
	Iteration 34Q: 3 clusters Score -262659.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -262660.500000 Penalty: 825.478638
	Iteration 35Q: 3 clusters Score -262660.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -262660.718750 Penalty: 825.478638
	Iteration 36Q: 3 clusters Score -262660.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -262660.718750 Penalty: 825.478638
	Iteration 37F: 3 clusters Score -262660.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Entering Unmasked Estep 
Score: -221899.562500 Penalty: 404.312714
	Iteration 0F: 2 clusters Score -221899.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -217001.953125 Penalty: 808.625427
	Iteration 0F: 3 clusters Score -217002 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -218975.421875 Penalty: 808.625427
	Iteration 1F: 3 clusters Score -218975.4 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -219221.828125 Penalty: 808.625427
	Iteration 2F: 3 clusters Score -219221.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -219471.531250 Penalty: 808.625427
	Iteration 3F: 3 clusters Score -219471.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -219765.328125 Penalty: 808.625427
	Iteration 4F: 3 clusters Score -219765.3 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -220166.546875 Penalty: 808.625427
	Iteration 5F: 3 clusters Score -220166.5 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -220614.640625 Penalty: 808.625427
	Iteration 6F: 3 clusters Score -220614.6 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -221007.781250 Penalty: 808.625427
	Iteration 7F: 3 clusters Score -221007.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -221293.203125 Penalty: 808.625427
	Iteration 8Q: 3 clusters Score -221293.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -221429.406250 Penalty: 808.625427
	Iteration 9Q: 3 clusters Score -221429.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -221510.031250 Penalty: 808.625427
	Iteration 10Q: 3 clusters Score -221510 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -221558.093750 Penalty: 808.625427
	Iteration 11Q: 3 clusters Score -221558.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -221578.703125 Penalty: 808.625427
	Iteration 12Q: 3 clusters Score -221578.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -221596.750000 Penalty: 808.625427
	Iteration 13Q: 3 clusters Score -221596.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -221600.203125 Penalty: 808.625427
	Iteration 14Q: 3 clusters Score -221600.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -221606.109375 Penalty: 808.625427
	Iteration 15Q: 3 clusters Score -221606.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -221610.312500 Penalty: 808.625427
	Iteration 16Q: 3 clusters Score -221610.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -221612.437500 Penalty: 808.625427
	Iteration 17Q: 3 clusters Score -221612.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -221614.500000 Penalty: 808.625427
	Iteration 18Q: 3 clusters Score -221614.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -221615.375000 Penalty: 808.625427
	Iteration 19Q: 3 clusters Score -221615.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -221615.875000 Penalty: 808.625427
	Iteration 20F: 3 clusters Score -221615.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -221617.000000 Penalty: 808.625427
	Iteration 21Q: 3 clusters Score -221617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -221618.937500 Penalty: 808.625427
	Iteration 22Q: 3 clusters Score -221618.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -221620.656250 Penalty: 808.625427
	Iteration 23Q: 3 clusters Score -221620.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -221622.671875 Penalty: 808.625427
	Iteration 24Q: 3 clusters Score -221622.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -221624.203125 Penalty: 808.625427
	Iteration 25Q: 3 clusters Score -221624.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -221624.265625 Penalty: 808.625427
	Iteration 26Q: 3 clusters Score -221624.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -221624.812500 Penalty: 808.625427
	Iteration 27Q: 3 clusters Score -221624.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -221624.812500 Penalty: 808.625427
	Iteration 28F: 3 clusters Score -221624.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Entering Unmasked Estep 
Score: -47588.714844 Penalty: 333.414032
	Iteration 0F: 2 clusters Score -47588.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -46439.605469 Penalty: 666.828064
	Iteration 0F: 3 clusters Score -46439.61 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -46838.500000 Penalty: 666.828064
	Iteration 1F: 3 clusters Score -46838.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -46897.863281 Penalty: 666.828064
	Iteration 2F: 3 clusters Score -46897.86 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -46942.421875 Penalty: 666.828064
	Iteration 3F: 3 clusters Score -46942.42 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -46967.585938 Penalty: 666.828064
	Iteration 4Q: 3 clusters Score -46967.59 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -46988.910156 Penalty: 666.828064
	Iteration 5Q: 3 clusters Score -46988.91 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -47005.531250 Penalty: 666.828064
	Iteration 6Q: 3 clusters Score -47005.53 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -47020.375000 Penalty: 666.828064
	Iteration 7Q: 3 clusters Score -47020.38 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -47037.152344 Penalty: 666.828064
	Iteration 8Q: 3 clusters Score -47037.15 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -47059.992188 Penalty: 666.828064
	Iteration 9Q: 3 clusters Score -47059.99 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -47091.921875 Penalty: 666.828064
	Iteration 10Q: 3 clusters Score -47091.92 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -47131.156250 Penalty: 666.828064
	Iteration 11Q: 3 clusters Score -47131.16 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -47156.515625 Penalty: 666.828064
	Iteration 12Q: 3 clusters Score -47156.52 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -47175.718750 Penalty: 666.828064
	Iteration 13Q: 3 clusters Score -47175.72 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -47189.191406 Penalty: 666.828064
	Iteration 14Q: 3 clusters Score -47189.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -47197.468750 Penalty: 666.828064
	Iteration 15Q: 3 clusters Score -47197.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -47203.750000 Penalty: 666.828064
	Iteration 16Q: 3 clusters Score -47203.75 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -47214.019531 Penalty: 666.828064
	Iteration 17Q: 3 clusters Score -47214.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -47221.496094 Penalty: 666.828064
	Iteration 18Q: 3 clusters Score -47221.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47227.613281 Penalty: 666.828064
	Iteration 19Q: 3 clusters Score -47227.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -47233.359375 Penalty: 666.828064
	Iteration 20F: 3 clusters Score -47233.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -47235.921875 Penalty: 666.828064
	Iteration 21Q: 3 clusters Score -47235.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -47238.949219 Penalty: 666.828064
	Iteration 22Q: 3 clusters Score -47238.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -47239.988281 Penalty: 666.828064
	Iteration 23Q: 3 clusters Score -47239.99 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -47240.578125 Penalty: 666.828064
	Iteration 24Q: 3 clusters Score -47240.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47240.796875 Penalty: 666.828064
	Iteration 25Q: 3 clusters Score -47240.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47240.796875 Penalty: 666.828064
	Iteration 26F: 3 clusters Score -47240.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Entering Unmasked Estep 
Score: -21180.990234 Penalty: 308.898224
	Iteration 0F: 2 clusters Score -21180.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -20490.453125 Penalty: 617.796448
	Iteration 0F: 3 clusters Score -20490.45 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -21034.251953 Penalty: 617.796448
	Iteration 1F: 3 clusters Score -21034.25 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -21218.080078 Penalty: 617.796448
	Iteration 2F: 3 clusters Score -21218.08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -21283.882812 Penalty: 617.796448
	Iteration 3F: 3 clusters Score -21283.88 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -21310.351562 Penalty: 617.796448
	Iteration 4Q: 3 clusters Score -21310.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -21320.042969 Penalty: 617.796448
	Iteration 5Q: 3 clusters Score -21320.04 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -21329.980469 Penalty: 617.796448
	Iteration 6Q: 3 clusters Score -21329.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -21337.003906 Penalty: 617.796448
	Iteration 7Q: 3 clusters Score -21337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -21343.597656 Penalty: 617.796448
	Iteration 8Q: 3 clusters Score -21343.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -21345.208984 Penalty: 617.796448
	Iteration 9Q: 3 clusters Score -21345.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -21345.556641 Penalty: 617.796448
	Iteration 10Q: 3 clusters Score -21345.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -21345.556641 Penalty: 617.796448
	Iteration 11F: 3 clusters Score -21345.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44600 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 9098 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 56796 members 
Mstep: Class 8 contains 34654 members 
Mstep: Class 9 contains 13446 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6526 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 24817 members 
Mstep: Class 15 contains 3269 members 
Mstep: Class 16 contains 8701 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 1522 members 
Mstep: Class 19 contains 283 members 
Mstep: Class 20 contains 487 members 
Mstep: Class 21 contains 119518 members 
Mstep: Class 22 contains 149354 members 
Mstep: Class 23 contains 5008 members 
Mstep: Class 24 contains 11576 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3497 members 
Mstep: Class 27 contains 605 members 
Entering Unmasked Estep 
Score: -15734079.000000 Penalty: 16176.327148
Splitting cluster 19 changes total score from -15734209.000000 to -15734079.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Entering Unmasked Estep 
Score: -17020.613281 Penalty: 281.566010
	Iteration 0F: 2 clusters Score -17020.61 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -16522.335938 Penalty: 563.132019
	Iteration 0F: 3 clusters Score -16522.34 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -16626.572266 Penalty: 563.132019
	Iteration 1F: 3 clusters Score -16626.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -16655.830078 Penalty: 563.132019
	Iteration 2F: 3 clusters Score -16655.83 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -16675.656250 Penalty: 563.132019
	Iteration 3Q: 3 clusters Score -16675.66 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -16694.873047 Penalty: 563.132019
	Iteration 4F: 3 clusters Score -16694.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -16702.363281 Penalty: 563.132019
	Iteration 5Q: 3 clusters Score -16702.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -16707.533203 Penalty: 563.132019
	Iteration 6Q: 3 clusters Score -16707.53 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -16711.853516 Penalty: 563.132019
	Iteration 7Q: 3 clusters Score -16711.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -16717.150391 Penalty: 563.132019
	Iteration 8Q: 3 clusters Score -16717.15 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -16720.001953 Penalty: 563.132019
	Iteration 9Q: 3 clusters Score -16720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16721.349609 Penalty: 563.132019
	Iteration 10Q: 3 clusters Score -16721.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -16721.349609 Penalty: 563.132019
	Iteration 11F: 3 clusters Score -16721.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (119518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119518 members 
Entering Unmasked Estep 
Score: -3940168.750000 Penalty: 531.950623
	Iteration 0F: 2 clusters Score -3940169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 59829 members 
Entering Unmasked Estep 
Score: -3859449.000000 Penalty: 1063.901245
	Iteration 0F: 3 clusters Score -3859449 nChanged 58598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62931 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -3895671.500000 Penalty: 1063.901245
	Iteration 1F: 3 clusters Score -3895672 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64968 members 
Mstep: Class 2 contains 54550 members 
Entering Unmasked Estep 
Score: -3897495.000000 Penalty: 1063.901245
	Iteration 2Q: 3 clusters Score -3897495 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 51721 members 
Entering Unmasked Estep 
Score: -3899623.750000 Penalty: 1063.901245
	Iteration 3Q: 3 clusters Score -3899624 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 48267 members 
Entering Unmasked Estep 
Score: -3902137.750000 Penalty: 1063.901245
	Iteration 4F: 3 clusters Score -3902138 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75537 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -3905171.250000 Penalty: 1063.901245
	Iteration 5F: 3 clusters Score -3905171 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80707 members 
Mstep: Class 2 contains 38811 members 
Entering Unmasked Estep 
Score: -3908753.500000 Penalty: 1063.901245
	Iteration 6F: 3 clusters Score -3908754 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86799 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -3913024.250000 Penalty: 1063.901245
	Iteration 7F: 3 clusters Score -3913024 nChanged 7022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93523 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -3918159.000000 Penalty: 1063.901245
	Iteration 8F: 3 clusters Score -3918159 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100271 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -3923650.250000 Penalty: 1063.901245
	Iteration 9F: 3 clusters Score -3923650 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106074 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -3928562.500000 Penalty: 1063.901245
	Iteration 10Q: 3 clusters Score -3928562 nChanged 4458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110532 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -3932429.500000 Penalty: 1063.901245
	Iteration 11Q: 3 clusters Score -3932430 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113601 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -3935145.000000 Penalty: 1063.901245
	Iteration 12Q: 3 clusters Score -3935145 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115617 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -3936994.000000 Penalty: 1063.901245
	Iteration 13Q: 3 clusters Score -3936994 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116810 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3938034.250000 Penalty: 1063.901245
	Iteration 14Q: 3 clusters Score -3938034 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117524 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -3938625.500000 Penalty: 1063.901245
	Iteration 15Q: 3 clusters Score -3938626 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117997 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -3938999.250000 Penalty: 1063.901245
	Iteration 16Q: 3 clusters Score -3938999 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118327 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -3939232.250000 Penalty: 1063.901245
	Iteration 17Q: 3 clusters Score -3939232 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118539 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3939386.250000 Penalty: 1063.901245
	Iteration 18Q: 3 clusters Score -3939386 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118700 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3939477.750000 Penalty: 1063.901245
	Iteration 19Q: 3 clusters Score -3939478 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118799 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3939529.250000 Penalty: 1063.901245
	Iteration 20F: 3 clusters Score -3939529 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118878 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -3939571.750000 Penalty: 1063.901245
	Iteration 21Q: 3 clusters Score -3939572 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118940 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3939593.750000 Penalty: 1063.901245
	Iteration 22Q: 3 clusters Score -3939594 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118989 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -3939629.500000 Penalty: 1063.901245
	Iteration 23Q: 3 clusters Score -3939630 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119030 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3939649.750000 Penalty: 1063.901245
	Iteration 24Q: 3 clusters Score -3939650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119066 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3939675.250000 Penalty: 1063.901245
	Iteration 25Q: 3 clusters Score -3939675 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119093 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3939693.750000 Penalty: 1063.901245
	Iteration 26Q: 3 clusters Score -3939694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119118 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3939712.000000 Penalty: 1063.901245
	Iteration 27Q: 3 clusters Score -3939712 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119133 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -3939724.000000 Penalty: 1063.901245
	Iteration 28Q: 3 clusters Score -3939724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119144 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -3939736.000000 Penalty: 1063.901245
	Iteration 29Q: 3 clusters Score -3939736 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119155 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3939741.500000 Penalty: 1063.901245
	Iteration 30Q: 3 clusters Score -3939742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119165 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3939751.000000 Penalty: 1063.901245
	Iteration 31Q: 3 clusters Score -3939751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119168 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3939754.500000 Penalty: 1063.901245
	Iteration 32Q: 3 clusters Score -3939754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119168 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3939765.750000 Penalty: 1063.901245
	Iteration 33Q: 3 clusters Score -3939766 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119178 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3939771.500000 Penalty: 1063.901245
	Iteration 34Q: 3 clusters Score -3939772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119180 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3939774.250000 Penalty: 1063.901245
	Iteration 35Q: 3 clusters Score -3939774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119179 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3939771.250000 Penalty: 1063.901245
	Iteration 36Q: 3 clusters Score -3939771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119179 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3939772.500000 Penalty: 1063.901245
	Iteration 37Q: 3 clusters Score -3939772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119180 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3939773.000000 Penalty: 1063.901245
	Iteration 38Q: 3 clusters Score -3939773 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119182 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3939772.000000 Penalty: 1063.901245
	Iteration 39Q: 3 clusters Score -3939772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119182 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3939772.000000 Penalty: 1063.901245
	Iteration 40F: 3 clusters Score -3939772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (149354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149354 members 
Entering Unmasked Estep 
Score: -4960425.500000 Penalty: 542.090393
	Iteration 0F: 2 clusters Score -4960426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74703 members 
Mstep: Class 2 contains 74651 members 
Entering Unmasked Estep 
Score: -4859060.000000 Penalty: 1084.180786
	Iteration 0F: 3 clusters Score -4859060 nChanged 73378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77637 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -4903281.500000 Penalty: 1084.180786
	Iteration 1F: 3 clusters Score -4903282 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80886 members 
Mstep: Class 2 contains 68468 members 
Entering Unmasked Estep 
Score: -4905702.500000 Penalty: 1084.180786
	Iteration 2Q: 3 clusters Score -4905702 nChanged 8478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85972 members 
Mstep: Class 2 contains 63382 members 
Entering Unmasked Estep 
Score: -4909585.500000 Penalty: 1084.180786
	Iteration 3F: 3 clusters Score -4909586 nChanged 9895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92567 members 
Mstep: Class 2 contains 56787 members 
Entering Unmasked Estep 
Score: -4914756.000000 Penalty: 1084.180786
	Iteration 4F: 3 clusters Score -4914756 nChanged 10402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100281 members 
Mstep: Class 2 contains 49073 members 
Entering Unmasked Estep 
Score: -4920623.000000 Penalty: 1084.180786
	Iteration 5F: 3 clusters Score -4920623 nChanged 10042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108633 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -4926704.500000 Penalty: 1084.180786
	Iteration 6F: 3 clusters Score -4926704 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117403 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
Score: -4933371.000000 Penalty: 1084.180786
	Iteration 7F: 3 clusters Score -4933371 nChanged 9081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126296 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -4940587.500000 Penalty: 1084.180786
	Iteration 8F: 3 clusters Score -4940588 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134223 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -4947464.500000 Penalty: 1084.180786
	Iteration 9F: 3 clusters Score -4947464 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140178 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -4952698.000000 Penalty: 1084.180786
	Iteration 10Q: 3 clusters Score -4952698 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143947 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -4955969.500000 Penalty: 1084.180786
	Iteration 11Q: 3 clusters Score -4955970 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146168 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -4957789.500000 Penalty: 1084.180786
	Iteration 12Q: 3 clusters Score -4957790 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147361 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4958829.500000 Penalty: 1084.180786
	Iteration 13Q: 3 clusters Score -4958830 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147956 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -4959358.500000 Penalty: 1084.180786
	Iteration 14Q: 3 clusters Score -4959358 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148242 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -4959622.500000 Penalty: 1084.180786
	Iteration 15Q: 3 clusters Score -4959622 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148402 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -4959766.500000 Penalty: 1084.180786
	Iteration 16Q: 3 clusters Score -4959766 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148492 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -4959870.500000 Penalty: 1084.180786
	Iteration 17Q: 3 clusters Score -4959870 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148548 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -4959917.000000 Penalty: 1084.180786
	Iteration 18Q: 3 clusters Score -4959917 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148593 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -4959953.000000 Penalty: 1084.180786
	Iteration 19Q: 3 clusters Score -4959953 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148628 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4959958.500000 Penalty: 1084.180786
	Iteration 20F: 3 clusters Score -4959958 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148659 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4959974.000000 Penalty: 1084.180786
	Iteration 21Q: 3 clusters Score -4959974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148686 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -4959993.500000 Penalty: 1084.180786
	Iteration 22Q: 3 clusters Score -4959994 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148707 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -4960000.000000 Penalty: 1084.180786
	Iteration 23Q: 3 clusters Score -4960000 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148726 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -4960004.500000 Penalty: 1084.180786
	Iteration 24Q: 3 clusters Score -4960004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148746 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4960011.500000 Penalty: 1084.180786
	Iteration 25Q: 3 clusters Score -4960012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148770 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4960009.000000 Penalty: 1084.180786
	Iteration 26Q: 3 clusters Score -4960009 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148782 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -4960012.000000 Penalty: 1084.180786
	Iteration 27Q: 3 clusters Score -4960012 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148791 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -4960013.500000 Penalty: 1084.180786
	Iteration 28Q: 3 clusters Score -4960014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148797 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -4960012.500000 Penalty: 1084.180786
	Iteration 29Q: 3 clusters Score -4960012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148802 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -4960012.000000 Penalty: 1084.180786
	Iteration 30Q: 3 clusters Score -4960012 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148807 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -4960016.500000 Penalty: 1084.180786
	Iteration 31Q: 3 clusters Score -4960016 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148813 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4960014.500000 Penalty: 1084.180786
	Iteration 32Q: 3 clusters Score -4960014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148815 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -4960015.500000 Penalty: 1084.180786
	Iteration 33Q: 3 clusters Score -4960016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148816 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4960020.000000 Penalty: 1084.180786
	Iteration 34Q: 3 clusters Score -4960020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148816 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -4960020.000000 Penalty: 1084.180786
	Iteration 35F: 3 clusters Score -4960020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (5008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Entering Unmasked Estep 
Score: -149299.062500 Penalty: 387.605042
	Iteration 0F: 2 clusters Score -149299.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -145867.781250 Penalty: 775.210083
	Iteration 0F: 3 clusters Score -145867.8 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -147146.937500 Penalty: 775.210083
	Iteration 1F: 3 clusters Score -147146.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -147261.281250 Penalty: 775.210083
	Iteration 2F: 3 clusters Score -147261.3 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -147358.671875 Penalty: 775.210083
	Iteration 3Q: 3 clusters Score -147358.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -147438.296875 Penalty: 775.210083
	Iteration 4Q: 3 clusters Score -147438.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -147512.640625 Penalty: 775.210083
	Iteration 5Q: 3 clusters Score -147512.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -147595.765625 Penalty: 775.210083
	Iteration 6Q: 3 clusters Score -147595.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -147690.843750 Penalty: 775.210083
	Iteration 7Q: 3 clusters Score -147690.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -147817.453125 Penalty: 775.210083
	Iteration 8Q: 3 clusters Score -147817.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -147999.078125 Penalty: 775.210083
	Iteration 9Q: 3 clusters Score -147999.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -148180.078125 Penalty: 775.210083
	Iteration 10Q: 3 clusters Score -148180.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -148294.890625 Penalty: 775.210083
	Iteration 11Q: 3 clusters Score -148294.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -148372.875000 Penalty: 775.210083
	Iteration 12Q: 3 clusters Score -148372.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -148417.500000 Penalty: 775.210083
	Iteration 13Q: 3 clusters Score -148417.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -148448.375000 Penalty: 775.210083
	Iteration 14Q: 3 clusters Score -148448.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -148478.937500 Penalty: 775.210083
	Iteration 15Q: 3 clusters Score -148478.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -148505.375000 Penalty: 775.210083
	Iteration 16Q: 3 clusters Score -148505.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -148522.562500 Penalty: 775.210083
	Iteration 17Q: 3 clusters Score -148522.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -148534.687500 Penalty: 775.210083
	Iteration 18Q: 3 clusters Score -148534.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -148544.781250 Penalty: 775.210083
	Iteration 19Q: 3 clusters Score -148544.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -148556.750000 Penalty: 775.210083
	Iteration 20F: 3 clusters Score -148556.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -148567.515625 Penalty: 775.210083
	Iteration 21Q: 3 clusters Score -148567.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -148577.796875 Penalty: 775.210083
	Iteration 22Q: 3 clusters Score -148577.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -148586.187500 Penalty: 775.210083
	Iteration 23Q: 3 clusters Score -148586.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -148593.406250 Penalty: 775.210083
	Iteration 24Q: 3 clusters Score -148593.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -148597.250000 Penalty: 775.210083
	Iteration 25Q: 3 clusters Score -148597.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -148602.234375 Penalty: 775.210083
	Iteration 26Q: 3 clusters Score -148602.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -148608.281250 Penalty: 775.210083
	Iteration 27Q: 3 clusters Score -148608.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -148614.546875 Penalty: 775.210083
	Iteration 28Q: 3 clusters Score -148614.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -148620.265625 Penalty: 775.210083
	Iteration 29Q: 3 clusters Score -148620.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -148629.203125 Penalty: 775.210083
	Iteration 30Q: 3 clusters Score -148629.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -148639.296875 Penalty: 775.210083
	Iteration 31Q: 3 clusters Score -148639.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -148648.171875 Penalty: 775.210083
	Iteration 32Q: 3 clusters Score -148648.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -148658.031250 Penalty: 775.210083
	Iteration 33Q: 3 clusters Score -148658 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -148671.500000 Penalty: 775.210083
	Iteration 34Q: 3 clusters Score -148671.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -148687.359375 Penalty: 775.210083
	Iteration 35Q: 3 clusters Score -148687.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -148705.687500 Penalty: 775.210083
	Iteration 36Q: 3 clusters Score -148705.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -148723.453125 Penalty: 775.210083
	Iteration 37Q: 3 clusters Score -148723.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -148743.671875 Penalty: 775.210083
	Iteration 38Q: 3 clusters Score -148743.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -148759.453125 Penalty: 775.210083
	Iteration 39Q: 3 clusters Score -148759.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -148769.421875 Penalty: 775.210083
	Iteration 40F: 3 clusters Score -148769.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -148778.187500 Penalty: 775.210083
	Iteration 41Q: 3 clusters Score -148778.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -148787.359375 Penalty: 775.210083
	Iteration 42Q: 3 clusters Score -148787.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -148798.156250 Penalty: 775.210083
	Iteration 43Q: 3 clusters Score -148798.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -148804.656250 Penalty: 775.210083
	Iteration 44Q: 3 clusters Score -148804.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -148810.328125 Penalty: 775.210083
	Iteration 45Q: 3 clusters Score -148810.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -148817.546875 Penalty: 775.210083
	Iteration 46Q: 3 clusters Score -148817.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -148824.421875 Penalty: 775.210083
	Iteration 47Q: 3 clusters Score -148824.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -148834.968750 Penalty: 775.210083
	Iteration 48Q: 3 clusters Score -148835 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -148847.312500 Penalty: 775.210083
	Iteration 49Q: 3 clusters Score -148847.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -148854.890625 Penalty: 775.210083
	Iteration 50Q: 3 clusters Score -148854.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -148859.125000 Penalty: 775.210083
	Iteration 51Q: 3 clusters Score -148859.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -148862.406250 Penalty: 775.210083
	Iteration 52Q: 3 clusters Score -148862.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -148867.015625 Penalty: 775.210083
	Iteration 53Q: 3 clusters Score -148867 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -148869.968750 Penalty: 775.210083
	Iteration 54Q: 3 clusters Score -148870 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -148874.359375 Penalty: 775.210083
	Iteration 55Q: 3 clusters Score -148874.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -148880.203125 Penalty: 775.210083
	Iteration 56Q: 3 clusters Score -148880.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -148885.437500 Penalty: 775.210083
	Iteration 57Q: 3 clusters Score -148885.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -148892.953125 Penalty: 775.210083
	Iteration 58Q: 3 clusters Score -148893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -148896.875000 Penalty: 775.210083
	Iteration 59Q: 3 clusters Score -148896.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -148900.640625 Penalty: 775.210083
	Iteration 60F: 3 clusters Score -148900.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -148902.781250 Penalty: 775.210083
	Iteration 61Q: 3 clusters Score -148902.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -148904.984375 Penalty: 775.210083
	Iteration 62Q: 3 clusters Score -148905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -148906.671875 Penalty: 775.210083
	Iteration 63Q: 3 clusters Score -148906.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -148907.750000 Penalty: 775.210083
	Iteration 64Q: 3 clusters Score -148907.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -148909.312500 Penalty: 775.210083
	Iteration 65Q: 3 clusters Score -148909.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -148910.562500 Penalty: 775.210083
	Iteration 66Q: 3 clusters Score -148910.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -148910.562500 Penalty: 775.210083
	Iteration 67F: 3 clusters Score -148910.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Entering Unmasked Estep 
Score: -389747.000000 Penalty: 425.729370
	Iteration 0F: 2 clusters Score -389747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -382044.593750 Penalty: 851.458740
	Iteration 0F: 3 clusters Score -382044.6 nChanged 5430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -385511.500000 Penalty: 851.458740
	Iteration 1F: 3 clusters Score -385511.5 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -385957.437500 Penalty: 851.458740
	Iteration 2F: 3 clusters Score -385957.4 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -386510.281250 Penalty: 851.458740
	Iteration 3F: 3 clusters Score -386510.3 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -387183.312500 Penalty: 851.458740
	Iteration 4F: 3 clusters Score -387183.3 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -387886.843750 Penalty: 851.458740
	Iteration 5F: 3 clusters Score -387886.8 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -388447.875000 Penalty: 851.458740
	Iteration 6F: 3 clusters Score -388447.9 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -388811.375000 Penalty: 851.458740
	Iteration 7Q: 3 clusters Score -388811.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -389046.500000 Penalty: 851.458740
	Iteration 8Q: 3 clusters Score -389046.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -389170.562500 Penalty: 851.458740
	Iteration 9Q: 3 clusters Score -389170.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -389243.906250 Penalty: 851.458740
	Iteration 10Q: 3 clusters Score -389243.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -389285.812500 Penalty: 851.458740
	Iteration 11Q: 3 clusters Score -389285.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -389314.656250 Penalty: 851.458740
	Iteration 12Q: 3 clusters Score -389314.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -389341.968750 Penalty: 851.458740
	Iteration 13Q: 3 clusters Score -389342 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -389353.312500 Penalty: 851.458740
	Iteration 14Q: 3 clusters Score -389353.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -389365.812500 Penalty: 851.458740
	Iteration 15Q: 3 clusters Score -389365.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -389382.750000 Penalty: 851.458740
	Iteration 16Q: 3 clusters Score -389382.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -389392.218750 Penalty: 851.458740
	Iteration 17Q: 3 clusters Score -389392.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -389397.687500 Penalty: 851.458740
	Iteration 18Q: 3 clusters Score -389397.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -389405.343750 Penalty: 851.458740
	Iteration 19Q: 3 clusters Score -389405.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -389409.937500 Penalty: 851.458740
	Iteration 20F: 3 clusters Score -389409.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -389413.031250 Penalty: 851.458740
	Iteration 21Q: 3 clusters Score -389413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11254 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -389413.875000 Penalty: 851.458740
	Iteration 22Q: 3 clusters Score -389413.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -389415.593750 Penalty: 851.458740
	Iteration 23Q: 3 clusters Score -389415.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -389416.843750 Penalty: 851.458740
	Iteration 24Q: 3 clusters Score -389416.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -389420.375000 Penalty: 851.458740
	Iteration 25Q: 3 clusters Score -389420.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -389422.000000 Penalty: 851.458740
	Iteration 26Q: 3 clusters Score -389422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -389422.031250 Penalty: 851.458740
	Iteration 27Q: 3 clusters Score -389422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -389423.000000 Penalty: 851.458740
	Iteration 28Q: 3 clusters Score -389423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -389423.125000 Penalty: 851.458740
	Iteration 29Q: 3 clusters Score -389423.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -389423.968750 Penalty: 851.458740
	Iteration 30Q: 3 clusters Score -389424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -389424.343750 Penalty: 851.458740
	Iteration 31Q: 3 clusters Score -389424.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -389423.906250 Penalty: 851.458740
	Iteration 32Q: 3 clusters Score -389423.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -389423.906250 Penalty: 851.458740
	Iteration 33F: 3 clusters Score -389423.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Entering Unmasked Estep 
Score: -35494.066406 Penalty: 323.795929
	Iteration 0F: 2 clusters Score -35494.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -34554.558594 Penalty: 647.591858
	Iteration 0F: 3 clusters Score -34554.56 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -34848.820312 Penalty: 647.591858
	Iteration 1F: 3 clusters Score -34848.82 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -35006.964844 Penalty: 647.591858
	Iteration 2F: 3 clusters Score -35006.96 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -35105.007812 Penalty: 647.591858
	Iteration 3F: 3 clusters Score -35105.01 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -35165.042969 Penalty: 647.591858
	Iteration 4F: 3 clusters Score -35165.04 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -35204.996094 Penalty: 647.591858
	Iteration 5Q: 3 clusters Score -35205 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -35251.296875 Penalty: 647.591858
	Iteration 6Q: 3 clusters Score -35251.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -35306.394531 Penalty: 647.591858
	Iteration 7Q: 3 clusters Score -35306.39 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -35340.621094 Penalty: 647.591858
	Iteration 8Q: 3 clusters Score -35340.62 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -35361.011719 Penalty: 647.591858
	Iteration 9Q: 3 clusters Score -35361.01 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -35374.875000 Penalty: 647.591858
	Iteration 10Q: 3 clusters Score -35374.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -35383.804688 Penalty: 647.591858
	Iteration 11Q: 3 clusters Score -35383.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -35385.652344 Penalty: 647.591858
	Iteration 12Q: 3 clusters Score -35385.65 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -35387.074219 Penalty: 647.591858
	Iteration 13Q: 3 clusters Score -35387.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -35388.816406 Penalty: 647.591858
	Iteration 14Q: 3 clusters Score -35388.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -35390.765625 Penalty: 647.591858
	Iteration 15Q: 3 clusters Score -35390.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -35391.031250 Penalty: 647.591858
	Iteration 16Q: 3 clusters Score -35391.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -35391.210938 Penalty: 647.591858
	Iteration 17Q: 3 clusters Score -35391.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -35391.210938 Penalty: 647.591858
	Iteration 18F: 3 clusters Score -35391.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Entering Unmasked Estep 
Score: -105667.664062 Penalty: 371.264557
	Iteration 0F: 2 clusters Score -105667.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -103252.625000 Penalty: 742.529114
	Iteration 0F: 3 clusters Score -103252.6 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -104163.250000 Penalty: 742.529114
	Iteration 1F: 3 clusters Score -104163.2 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -104296.062500 Penalty: 742.529114
	Iteration 2F: 3 clusters Score -104296.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -104409.531250 Penalty: 742.529114
	Iteration 3F: 3 clusters Score -104409.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -104494.039062 Penalty: 742.529114
	Iteration 4F: 3 clusters Score -104494 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -104570.976562 Penalty: 742.529114
	Iteration 5Q: 3 clusters Score -104571 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -104644.687500 Penalty: 742.529114
	Iteration 6Q: 3 clusters Score -104644.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -104722.921875 Penalty: 742.529114
	Iteration 7Q: 3 clusters Score -104722.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -104797.726562 Penalty: 742.529114
	Iteration 8Q: 3 clusters Score -104797.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -104861.039062 Penalty: 742.529114
	Iteration 9Q: 3 clusters Score -104861 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -104923.257812 Penalty: 742.529114
	Iteration 10Q: 3 clusters Score -104923.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -104969.632812 Penalty: 742.529114
	Iteration 11Q: 3 clusters Score -104969.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -105006.351562 Penalty: 742.529114
	Iteration 12Q: 3 clusters Score -105006.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -105031.328125 Penalty: 742.529114
	Iteration 13Q: 3 clusters Score -105031.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -105058.898438 Penalty: 742.529114
	Iteration 14Q: 3 clusters Score -105058.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -105083.562500 Penalty: 742.529114
	Iteration 15Q: 3 clusters Score -105083.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -105107.421875 Penalty: 742.529114
	Iteration 16Q: 3 clusters Score -105107.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -105136.843750 Penalty: 742.529114
	Iteration 17Q: 3 clusters Score -105136.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -105164.484375 Penalty: 742.529114
	Iteration 18Q: 3 clusters Score -105164.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -105192.226562 Penalty: 742.529114
	Iteration 19Q: 3 clusters Score -105192.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -105230.351562 Penalty: 742.529114
	Iteration 20F: 3 clusters Score -105230.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -105267.695312 Penalty: 742.529114
	Iteration 21Q: 3 clusters Score -105267.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -105304.031250 Penalty: 742.529114
	Iteration 22Q: 3 clusters Score -105304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -105326.507812 Penalty: 742.529114
	Iteration 23Q: 3 clusters Score -105326.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -105343.015625 Penalty: 742.529114
	Iteration 24Q: 3 clusters Score -105343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -105352.093750 Penalty: 742.529114
	Iteration 25Q: 3 clusters Score -105352.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -105360.734375 Penalty: 742.529114
	Iteration 26Q: 3 clusters Score -105360.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -105369.335938 Penalty: 742.529114
	Iteration 27Q: 3 clusters Score -105369.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -105377.007812 Penalty: 742.529114
	Iteration 28Q: 3 clusters Score -105377 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -105386.039062 Penalty: 742.529114
	Iteration 29Q: 3 clusters Score -105386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -105392.468750 Penalty: 742.529114
	Iteration 30Q: 3 clusters Score -105392.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -105397.867188 Penalty: 742.529114
	Iteration 31Q: 3 clusters Score -105397.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -105404.242188 Penalty: 742.529114
	Iteration 32Q: 3 clusters Score -105404.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -105406.742188 Penalty: 742.529114
	Iteration 33Q: 3 clusters Score -105406.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -105407.242188 Penalty: 742.529114
	Iteration 34Q: 3 clusters Score -105407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -105407.242188 Penalty: 742.529114
	Iteration 35F: 3 clusters Score -105407.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44600 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 9098 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 56796 members 
Mstep: Class 8 contains 34654 members 
Mstep: Class 9 contains 13446 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6526 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 24817 members 
Mstep: Class 15 contains 3269 members 
Mstep: Class 16 contains 8701 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 1522 members 
Mstep: Class 19 contains 888 members 
Mstep: Class 20 contains 487 members 
Mstep: Class 21 contains 119518 members 
Mstep: Class 22 contains 149354 members 
Mstep: Class 23 contains 5008 members 
Mstep: Class 24 contains 11576 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734202.000000 Penalty: 15577.204102
Iteration 159Q: 27 clusters Score -1.57342e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 44584 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 9102 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 56808 members 
Mstep: Class 8 contains 34641 members 
Mstep: Class 9 contains 13448 members 
Mstep: Class 10 contains 4152 members 
Mstep: Class 11 contains 1522 members 
Mstep: Class 12 contains 6502 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 24814 members 
Mstep: Class 15 contains 3261 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 7262 members 
Mstep: Class 18 contains 1520 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 485 members 
Mstep: Class 21 contains 119533 members 
Mstep: Class 22 contains 149356 members 
Mstep: Class 23 contains 5011 members 
Mstep: Class 24 contains 11575 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734188.000000 Penalty: 15577.204102
Iteration 160F: 27 clusters Score -1.573419e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 44573 members 
Mstep: Class 3 contains 7219 members 
Mstep: Class 4 contains 9103 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 1464 members 
Mstep: Class 7 contains 56815 members 
Mstep: Class 8 contains 34631 members 
Mstep: Class 9 contains 13449 members 
Mstep: Class 10 contains 4152 members 
Mstep: Class 11 contains 1521 members 
Mstep: Class 12 contains 6478 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 24811 members 
Mstep: Class 15 contains 3256 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 7290 members 
Mstep: Class 18 contains 1519 members 
Mstep: Class 19 contains 888 members 
Mstep: Class 20 contains 487 members 
Mstep: Class 21 contains 119541 members 
Mstep: Class 22 contains 149366 members 
Mstep: Class 23 contains 5007 members 
Mstep: Class 24 contains 11574 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734186.000000 Penalty: 15577.204102
Iteration 161Q: 27 clusters Score -1.573419e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 44563 members 
Mstep: Class 3 contains 7216 members 
Mstep: Class 4 contains 9100 members 
Mstep: Class 5 contains 3807 members 
Mstep: Class 6 contains 1464 members 
Mstep: Class 7 contains 56810 members 
Mstep: Class 8 contains 34624 members 
Mstep: Class 9 contains 13454 members 
Mstep: Class 10 contains 4152 members 
Mstep: Class 11 contains 1521 members 
Mstep: Class 12 contains 6455 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 24812 members 
Mstep: Class 15 contains 3253 members 
Mstep: Class 16 contains 8705 members 
Mstep: Class 17 contains 7317 members 
Mstep: Class 18 contains 1519 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 490 members 
Mstep: Class 21 contains 119547 members 
Mstep: Class 22 contains 149375 members 
Mstep: Class 23 contains 5004 members 
Mstep: Class 24 contains 11573 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734181.000000 Penalty: 15577.204102
Iteration 162Q: 27 clusters Score -1.573418e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 44546 members 
Mstep: Class 3 contains 7213 members 
Mstep: Class 4 contains 9101 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 1466 members 
Mstep: Class 7 contains 56805 members 
Mstep: Class 8 contains 34616 members 
Mstep: Class 9 contains 13459 members 
Mstep: Class 10 contains 4152 members 
Mstep: Class 11 contains 1522 members 
Mstep: Class 12 contains 6442 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 24812 members 
Mstep: Class 15 contains 3255 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 17 contains 7342 members 
Mstep: Class 18 contains 1519 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 491 members 
Mstep: Class 21 contains 119546 members 
Mstep: Class 22 contains 149374 members 
Mstep: Class 23 contains 5005 members 
Mstep: Class 24 contains 11573 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734194.000000 Penalty: 15577.204102
Iteration 163Q: 27 clusters Score -1.573419e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 44530 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 9101 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56803 members 
Mstep: Class 8 contains 34609 members 
Mstep: Class 9 contains 13461 members 
Mstep: Class 10 contains 4152 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6426 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 24816 members 
Mstep: Class 15 contains 3254 members 
Mstep: Class 16 contains 8710 members 
Mstep: Class 17 contains 7359 members 
Mstep: Class 18 contains 1519 members 
Mstep: Class 19 contains 890 members 
Mstep: Class 20 contains 493 members 
Mstep: Class 21 contains 119553 members 
Mstep: Class 22 contains 149368 members 
Mstep: Class 23 contains 5004 members 
Mstep: Class 24 contains 11571 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734184.000000 Penalty: 15577.204102
Iteration 164Q: 27 clusters Score -1.573418e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 44512 members 
Mstep: Class 3 contains 7216 members 
Mstep: Class 4 contains 9104 members 
Mstep: Class 5 contains 3808 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 56809 members 
Mstep: Class 8 contains 34605 members 
Mstep: Class 9 contains 13463 members 
Mstep: Class 10 contains 4152 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6411 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 24816 members 
Mstep: Class 15 contains 3252 members 
Mstep: Class 16 contains 8714 members 
Mstep: Class 17 contains 7367 members 
Mstep: Class 18 contains 1519 members 
Mstep: Class 19 contains 888 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119562 members 
Mstep: Class 22 contains 149374 members 
Mstep: Class 23 contains 5004 members 
Mstep: Class 24 contains 11566 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734200.000000 Penalty: 15577.204102
Iteration 165Q: 27 clusters Score -1.57342e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 44503 members 
Mstep: Class 3 contains 7216 members 
Mstep: Class 4 contains 9105 members 
Mstep: Class 5 contains 3807 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56811 members 
Mstep: Class 8 contains 34605 members 
Mstep: Class 9 contains 13464 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6395 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 24813 members 
Mstep: Class 15 contains 3255 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 7380 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119568 members 
Mstep: Class 22 contains 149381 members 
Mstep: Class 23 contains 5004 members 
Mstep: Class 24 contains 11565 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734194.000000 Penalty: 15577.204102
Iteration 166Q: 27 clusters Score -1.573419e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 44495 members 
Mstep: Class 3 contains 7214 members 
Mstep: Class 4 contains 9107 members 
Mstep: Class 5 contains 3805 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56803 members 
Mstep: Class 8 contains 34600 members 
Mstep: Class 9 contains 13466 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6389 members 
Mstep: Class 13 contains 2142 members 
Mstep: Class 14 contains 24812 members 
Mstep: Class 15 contains 3256 members 
Mstep: Class 16 contains 8713 members 
Mstep: Class 17 contains 7403 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119577 members 
Mstep: Class 22 contains 149384 members 
Mstep: Class 23 contains 5002 members 
Mstep: Class 24 contains 11564 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734185.000000 Penalty: 15577.204102
Iteration 167Q: 27 clusters Score -1.573418e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 44483 members 
Mstep: Class 3 contains 7212 members 
Mstep: Class 4 contains 9108 members 
Mstep: Class 5 contains 3803 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56795 members 
Mstep: Class 8 contains 34597 members 
Mstep: Class 9 contains 13469 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6382 members 
Mstep: Class 13 contains 2143 members 
Mstep: Class 14 contains 24811 members 
Mstep: Class 15 contains 3257 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 7419 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119583 members 
Mstep: Class 22 contains 149392 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734195.000000 Penalty: 15577.204102
Iteration 168Q: 27 clusters Score -1.57342e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44478 members 
Mstep: Class 3 contains 7211 members 
Mstep: Class 4 contains 9109 members 
Mstep: Class 5 contains 3802 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56793 members 
Mstep: Class 8 contains 34597 members 
Mstep: Class 9 contains 13469 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6376 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 24811 members 
Mstep: Class 15 contains 3261 members 
Mstep: Class 16 contains 8711 members 
Mstep: Class 17 contains 7429 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 889 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119585 members 
Mstep: Class 22 contains 149389 members 
Mstep: Class 23 contains 5001 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734203.000000 Penalty: 15577.204102
Iteration 169Q: 27 clusters Score -1.57342e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44473 members 
Mstep: Class 3 contains 7213 members 
Mstep: Class 4 contains 9110 members 
Mstep: Class 5 contains 3802 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56793 members 
Mstep: Class 8 contains 34595 members 
Mstep: Class 9 contains 13470 members 
Mstep: Class 10 contains 4151 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6370 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 24812 members 
Mstep: Class 15 contains 3266 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 7434 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 888 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119587 members 
Mstep: Class 22 contains 149389 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734205.000000 Penalty: 15577.204102
Iteration 170Q: 27 clusters Score -1.57342e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44462 members 
Mstep: Class 3 contains 7215 members 
Mstep: Class 4 contains 9113 members 
Mstep: Class 5 contains 3802 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56798 members 
Mstep: Class 8 contains 34595 members 
Mstep: Class 9 contains 13471 members 
Mstep: Class 10 contains 4154 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6360 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 24809 members 
Mstep: Class 15 contains 3263 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 7438 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119587 members 
Mstep: Class 22 contains 149396 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 11568 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734208.000000 Penalty: 15577.204102
Iteration 171Q: 27 clusters Score -1.573421e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44454 members 
Mstep: Class 3 contains 7217 members 
Mstep: Class 4 contains 9115 members 
Mstep: Class 5 contains 3802 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56802 members 
Mstep: Class 8 contains 34592 members 
Mstep: Class 9 contains 13472 members 
Mstep: Class 10 contains 4158 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6354 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 24806 members 
Mstep: Class 15 contains 3260 members 
Mstep: Class 16 contains 8717 members 
Mstep: Class 17 contains 7444 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119588 members 
Mstep: Class 22 contains 149398 members 
Mstep: Class 23 contains 4999 members 
Mstep: Class 24 contains 11568 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734193.000000 Penalty: 15577.204102
Iteration 172Q: 27 clusters Score -1.573419e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44452 members 
Mstep: Class 3 contains 7217 members 
Mstep: Class 4 contains 9112 members 
Mstep: Class 5 contains 3802 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56798 members 
Mstep: Class 8 contains 34589 members 
Mstep: Class 9 contains 13474 members 
Mstep: Class 10 contains 4163 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6353 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 24801 members 
Mstep: Class 15 contains 3258 members 
Mstep: Class 16 contains 8717 members 
Mstep: Class 17 contains 7452 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119589 members 
Mstep: Class 22 contains 149400 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 11567 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734199.000000 Penalty: 15577.204102
Iteration 173Q: 27 clusters Score -1.57342e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44453 members 
Mstep: Class 3 contains 7217 members 
Mstep: Class 4 contains 9112 members 
Mstep: Class 5 contains 3802 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56790 members 
Mstep: Class 8 contains 34584 members 
Mstep: Class 9 contains 13475 members 
Mstep: Class 10 contains 4168 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 24797 members 
Mstep: Class 15 contains 3259 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 7459 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119591 members 
Mstep: Class 22 contains 149402 members 
Mstep: Class 23 contains 5000 members 
Mstep: Class 24 contains 11565 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734201.000000 Penalty: 15577.204102
Iteration 174Q: 27 clusters Score -1.57342e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44448 members 
Mstep: Class 3 contains 7217 members 
Mstep: Class 4 contains 9112 members 
Mstep: Class 5 contains 3802 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56778 members 
Mstep: Class 8 contains 34582 members 
Mstep: Class 9 contains 13477 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 24797 members 
Mstep: Class 15 contains 3260 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 7464 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119594 members 
Mstep: Class 22 contains 149405 members 
Mstep: Class 23 contains 4998 members 
Mstep: Class 24 contains 11566 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734199.000000 Penalty: 15577.204102
Iteration 175Q: 27 clusters Score -1.57342e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44440 members 
Mstep: Class 3 contains 7216 members 
Mstep: Class 4 contains 9113 members 
Mstep: Class 5 contains 3802 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56772 members 
Mstep: Class 8 contains 34585 members 
Mstep: Class 9 contains 13478 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 24796 members 
Mstep: Class 15 contains 3262 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 7464 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119591 members 
Mstep: Class 22 contains 149409 members 
Mstep: Class 23 contains 4997 members 
Mstep: Class 24 contains 11568 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734210.000000 Penalty: 15577.204102
Iteration 176Q: 27 clusters Score -1.573421e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44431 members 
Mstep: Class 3 contains 7220 members 
Mstep: Class 4 contains 9115 members 
Mstep: Class 5 contains 3801 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56767 members 
Mstep: Class 8 contains 34586 members 
Mstep: Class 9 contains 13478 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 24796 members 
Mstep: Class 15 contains 3258 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 7464 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119595 members 
Mstep: Class 22 contains 149417 members 
Mstep: Class 23 contains 4997 members 
Mstep: Class 24 contains 11568 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734206.000000 Penalty: 15577.204102
Iteration 177Q: 27 clusters Score -1.573421e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44429 members 
Mstep: Class 3 contains 7220 members 
Mstep: Class 4 contains 9115 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56760 members 
Mstep: Class 8 contains 34589 members 
Mstep: Class 9 contains 13477 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 24793 members 
Mstep: Class 15 contains 3255 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 7466 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119597 members 
Mstep: Class 22 contains 149423 members 
Mstep: Class 23 contains 4995 members 
Mstep: Class 24 contains 11570 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734201.000000 Penalty: 15577.204102
Iteration 178Q: 27 clusters Score -1.57342e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44431 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 9113 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56751 members 
Mstep: Class 8 contains 34588 members 
Mstep: Class 9 contains 13476 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 24794 members 
Mstep: Class 15 contains 3246 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 7473 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119602 members 
Mstep: Class 22 contains 149430 members 
Mstep: Class 23 contains 4991 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734216.000000 Penalty: 15577.204102
Iteration 179Q: 27 clusters Score -1.573422e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44429 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 9114 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56747 members 
Mstep: Class 8 contains 34585 members 
Mstep: Class 9 contains 13475 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 24797 members 
Mstep: Class 15 contains 3240 members 
Mstep: Class 16 contains 8715 members 
Mstep: Class 17 contains 7479 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119604 members 
Mstep: Class 22 contains 149434 members 
Mstep: Class 23 contains 4989 members 
Mstep: Class 24 contains 11574 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734219.000000 Penalty: 15577.204102
Iteration 180F: 27 clusters Score -1.573422e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44427 members 
Mstep: Class 3 contains 7222 members 
Mstep: Class 4 contains 9115 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56743 members 
Mstep: Class 8 contains 34585 members 
Mstep: Class 9 contains 13474 members 
Mstep: Class 10 contains 4169 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 24798 members 
Mstep: Class 15 contains 3240 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 7483 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119604 members 
Mstep: Class 22 contains 149434 members 
Mstep: Class 23 contains 4987 members 
Mstep: Class 24 contains 11576 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734222.000000 Penalty: 15577.204102
Iteration 181Q: 27 clusters Score -1.573422e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44422 members 
Mstep: Class 3 contains 7221 members 
Mstep: Class 4 contains 9112 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56740 members 
Mstep: Class 8 contains 34582 members 
Mstep: Class 9 contains 13474 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 24796 members 
Mstep: Class 15 contains 3241 members 
Mstep: Class 16 contains 8717 members 
Mstep: Class 17 contains 7491 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119607 members 
Mstep: Class 22 contains 149434 members 
Mstep: Class 23 contains 4987 members 
Mstep: Class 24 contains 11578 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734224.000000 Penalty: 15577.204102
Iteration 182Q: 27 clusters Score -1.573422e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44416 members 
Mstep: Class 3 contains 7221 members 
Mstep: Class 4 contains 9112 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56738 members 
Mstep: Class 8 contains 34577 members 
Mstep: Class 9 contains 13476 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 2145 members 
Mstep: Class 14 contains 24794 members 
Mstep: Class 15 contains 3242 members 
Mstep: Class 16 contains 8717 members 
Mstep: Class 17 contains 7498 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119607 members 
Mstep: Class 22 contains 149434 members 
Mstep: Class 23 contains 4987 members 
Mstep: Class 24 contains 11581 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734227.000000 Penalty: 15577.204102
Iteration 183Q: 27 clusters Score -1.573423e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44416 members 
Mstep: Class 3 contains 7220 members 
Mstep: Class 4 contains 9112 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56737 members 
Mstep: Class 8 contains 34575 members 
Mstep: Class 9 contains 13477 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 24792 members 
Mstep: Class 15 contains 3244 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 7502 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119606 members 
Mstep: Class 22 contains 149432 members 
Mstep: Class 23 contains 4986 members 
Mstep: Class 24 contains 11582 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734210.000000 Penalty: 15577.204102
Iteration 184Q: 27 clusters Score -1.573421e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44415 members 
Mstep: Class 3 contains 7220 members 
Mstep: Class 4 contains 9112 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56735 members 
Mstep: Class 8 contains 34578 members 
Mstep: Class 9 contains 13480 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 2148 members 
Mstep: Class 14 contains 24792 members 
Mstep: Class 15 contains 3244 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 7502 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119600 members 
Mstep: Class 22 contains 149431 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 11582 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734211.000000 Penalty: 15577.204102
Iteration 185Q: 27 clusters Score -1.573421e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44415 members 
Mstep: Class 3 contains 7220 members 
Mstep: Class 4 contains 9112 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56731 members 
Mstep: Class 8 contains 34580 members 
Mstep: Class 9 contains 13482 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 24792 members 
Mstep: Class 15 contains 3243 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 7504 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119598 members 
Mstep: Class 22 contains 149429 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 11582 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734205.000000 Penalty: 15577.204102
Iteration 186Q: 27 clusters Score -1.57342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44413 members 
Mstep: Class 3 contains 7220 members 
Mstep: Class 4 contains 9112 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56731 members 
Mstep: Class 8 contains 34581 members 
Mstep: Class 9 contains 13482 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 2146 members 
Mstep: Class 14 contains 24792 members 
Mstep: Class 15 contains 3243 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 7503 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119598 members 
Mstep: Class 22 contains 149430 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 11582 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734228.000000 Penalty: 15577.204102
Iteration 187Q: 27 clusters Score -1.573423e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44413 members 
Mstep: Class 3 contains 7221 members 
Mstep: Class 4 contains 9111 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56729 members 
Mstep: Class 8 contains 34582 members 
Mstep: Class 9 contains 13482 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6351 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 24792 members 
Mstep: Class 15 contains 3243 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 7504 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119596 members 
Mstep: Class 22 contains 149430 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 11582 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734217.000000 Penalty: 15577.204102
Iteration 188Q: 27 clusters Score -1.573422e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44413 members 
Mstep: Class 3 contains 7221 members 
Mstep: Class 4 contains 9111 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56728 members 
Mstep: Class 8 contains 34584 members 
Mstep: Class 9 contains 13482 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6350 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 24792 members 
Mstep: Class 15 contains 3243 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 7504 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119596 members 
Mstep: Class 22 contains 149428 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 11582 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734211.000000 Penalty: 15577.204102
Iteration 189Q: 27 clusters Score -1.573421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44413 members 
Mstep: Class 3 contains 7221 members 
Mstep: Class 4 contains 9111 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56729 members 
Mstep: Class 8 contains 34585 members 
Mstep: Class 9 contains 13482 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 24792 members 
Mstep: Class 15 contains 3243 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 7503 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119596 members 
Mstep: Class 22 contains 149428 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 11582 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734208.000000 Penalty: 15577.204102
Iteration 190Q: 27 clusters Score -1.573421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44413 members 
Mstep: Class 3 contains 7221 members 
Mstep: Class 4 contains 9111 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56729 members 
Mstep: Class 8 contains 34586 members 
Mstep: Class 9 contains 13482 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 24792 members 
Mstep: Class 15 contains 3243 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 7502 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119596 members 
Mstep: Class 22 contains 149428 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 11582 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734208.000000 Penalty: 15577.204102
Iteration 191Q: 27 clusters Score -1.573421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44413 members 
Mstep: Class 3 contains 7221 members 
Mstep: Class 4 contains 9111 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56729 members 
Mstep: Class 8 contains 34586 members 
Mstep: Class 9 contains 13482 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 24792 members 
Mstep: Class 15 contains 3243 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 7502 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 887 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119596 members 
Mstep: Class 22 contains 149428 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 11582 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -15734208.000000 Penalty: 15577.204102
Iteration 192F: 27 clusters Score -1.573421e+07 nChanged 0
Entering ConstructFrom: 
Score: -15734208.000000 Penalty: 15577.204102
Entering ConstructFrom: 
Trying to split cluster 1 (541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Entering Unmasked Estep 
Score: -20579.341797 Penalty: 286.350586
	Iteration 0F: 2 clusters Score -20579.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -20048.919922 Penalty: 572.701172
	Iteration 0F: 3 clusters Score -20048.92 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -20154.240234 Penalty: 572.701172
	Iteration 1F: 3 clusters Score -20154.24 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -20184.541016 Penalty: 572.701172
	Iteration 2F: 3 clusters Score -20184.54 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -20199.914062 Penalty: 572.701172
	Iteration 3Q: 3 clusters Score -20199.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -20220.029297 Penalty: 572.701172
	Iteration 4Q: 3 clusters Score -20220.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -20231.595703 Penalty: 572.701172
	Iteration 5Q: 3 clusters Score -20231.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -20236.626953 Penalty: 572.701172
	Iteration 6Q: 3 clusters Score -20236.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -20240.400391 Penalty: 572.701172
	Iteration 7Q: 3 clusters Score -20240.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20244.822266 Penalty: 572.701172
	Iteration 8Q: 3 clusters Score -20244.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20246.250000 Penalty: 572.701172
	Iteration 9Q: 3 clusters Score -20246.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -20246.804688 Penalty: 572.701172
	Iteration 10Q: 3 clusters Score -20246.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -20247.562500 Penalty: 572.701172
	Iteration 11Q: 3 clusters Score -20247.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20248.560547 Penalty: 572.701172
	Iteration 12Q: 3 clusters Score -20248.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -20248.560547 Penalty: 572.701172
	Iteration 13F: 3 clusters Score -20248.56 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Entering Unmasked Estep 
Score: -1382838.625000 Penalty: 486.908569
	Iteration 0F: 2 clusters Score -1382839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -1353343.375000 Penalty: 973.817139
	Iteration 0F: 3 clusters Score -1353343 nChanged 21268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -1366694.125000 Penalty: 973.817139
	Iteration 1F: 3 clusters Score -1366694 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -1367831.500000 Penalty: 973.817139
	Iteration 2F: 3 clusters Score -1367832 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1369310.875000 Penalty: 973.817139
	Iteration 3F: 3 clusters Score -1369311 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32669 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1371319.875000 Penalty: 973.817139
	Iteration 4F: 3 clusters Score -1371320 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35811 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -1373932.500000 Penalty: 973.817139
	Iteration 5F: 3 clusters Score -1373932 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39097 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1377147.000000 Penalty: 973.817139
	Iteration 6F: 3 clusters Score -1377147 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41801 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1379929.375000 Penalty: 973.817139
	Iteration 7F: 3 clusters Score -1379929 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1381521.875000 Penalty: 973.817139
	Iteration 8Q: 3 clusters Score -1381522 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44046 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1382147.125000 Penalty: 973.817139
	Iteration 9Q: 3 clusters Score -1382147 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -1382315.125000 Penalty: 973.817139
	Iteration 10Q: 3 clusters Score -1382315 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -1382371.625000 Penalty: 973.817139
	Iteration 11Q: 3 clusters Score -1382372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44335 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -1382394.875000 Penalty: 973.817139
	Iteration 12Q: 3 clusters Score -1382395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44343 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -1382405.000000 Penalty: 973.817139
	Iteration 13Q: 3 clusters Score -1382405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -1382409.500000 Penalty: 973.817139
	Iteration 14Q: 3 clusters Score -1382410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -1382412.375000 Penalty: 973.817139
	Iteration 15Q: 3 clusters Score -1382412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1382414.625000 Penalty: 973.817139
	Iteration 16Q: 3 clusters Score -1382415 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -1382414.625000 Penalty: 973.817139
	Iteration 17F: 3 clusters Score -1382415 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (7221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Entering Unmasked Estep 
Score: -222614.875000 Penalty: 404.256042
	Iteration 0F: 2 clusters Score -222614.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -217790.796875 Penalty: 808.512085
	Iteration 0F: 3 clusters Score -217790.8 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -219861.125000 Penalty: 808.512085
	Iteration 1F: 3 clusters Score -219861.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -220050.500000 Penalty: 808.512085
	Iteration 2F: 3 clusters Score -220050.5 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -220216.343750 Penalty: 808.512085
	Iteration 3F: 3 clusters Score -220216.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -220365.468750 Penalty: 808.512085
	Iteration 4Q: 3 clusters Score -220365.5 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -220517.796875 Penalty: 808.512085
	Iteration 5Q: 3 clusters Score -220517.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -220704.171875 Penalty: 808.512085
	Iteration 6Q: 3 clusters Score -220704.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -220930.062500 Penalty: 808.512085
	Iteration 7Q: 3 clusters Score -220930.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -221089.828125 Penalty: 808.512085
	Iteration 8Q: 3 clusters Score -221089.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -221184.796875 Penalty: 808.512085
	Iteration 9Q: 3 clusters Score -221184.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -221221.125000 Penalty: 808.512085
	Iteration 10Q: 3 clusters Score -221221.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -221243.015625 Penalty: 808.512085
	Iteration 11Q: 3 clusters Score -221243 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -221267.281250 Penalty: 808.512085
	Iteration 12Q: 3 clusters Score -221267.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -221287.187500 Penalty: 808.512085
	Iteration 13Q: 3 clusters Score -221287.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -221309.984375 Penalty: 808.512085
	Iteration 14Q: 3 clusters Score -221310 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -221333.828125 Penalty: 808.512085
	Iteration 15Q: 3 clusters Score -221333.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -221361.796875 Penalty: 808.512085
	Iteration 16Q: 3 clusters Score -221361.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -221389.062500 Penalty: 808.512085
	Iteration 17Q: 3 clusters Score -221389.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -221417.796875 Penalty: 808.512085
	Iteration 18Q: 3 clusters Score -221417.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -221448.203125 Penalty: 808.512085
	Iteration 19Q: 3 clusters Score -221448.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -221489.578125 Penalty: 808.512085
	Iteration 20F: 3 clusters Score -221489.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -221541.640625 Penalty: 808.512085
	Iteration 21Q: 3 clusters Score -221541.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -221587.062500 Penalty: 808.512085
	Iteration 22Q: 3 clusters Score -221587.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -221631.718750 Penalty: 808.512085
	Iteration 23Q: 3 clusters Score -221631.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -221666.968750 Penalty: 808.512085
	Iteration 24Q: 3 clusters Score -221667 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -221692.390625 Penalty: 808.512085
	Iteration 25Q: 3 clusters Score -221692.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -221710.921875 Penalty: 808.512085
	Iteration 26Q: 3 clusters Score -221710.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -221726.671875 Penalty: 808.512085
	Iteration 27Q: 3 clusters Score -221726.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -221739.406250 Penalty: 808.512085
	Iteration 28Q: 3 clusters Score -221739.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -221753.828125 Penalty: 808.512085
	Iteration 29Q: 3 clusters Score -221753.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -221768.562500 Penalty: 808.512085
	Iteration 30Q: 3 clusters Score -221768.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -221785.031250 Penalty: 808.512085
	Iteration 31Q: 3 clusters Score -221785 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -221807.265625 Penalty: 808.512085
	Iteration 32Q: 3 clusters Score -221807.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -221836.656250 Penalty: 808.512085
	Iteration 33Q: 3 clusters Score -221836.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -221863.890625 Penalty: 808.512085
	Iteration 34Q: 3 clusters Score -221863.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -221904.375000 Penalty: 808.512085
	Iteration 35Q: 3 clusters Score -221904.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -221943.781250 Penalty: 808.512085
	Iteration 36Q: 3 clusters Score -221943.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -221984.796875 Penalty: 808.512085
	Iteration 37Q: 3 clusters Score -221984.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -222044.953125 Penalty: 808.512085
	Iteration 38Q: 3 clusters Score -222045 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -222106.562500 Penalty: 808.512085
	Iteration 39Q: 3 clusters Score -222106.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -222165.578125 Penalty: 808.512085
	Iteration 40F: 3 clusters Score -222165.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -222203.421875 Penalty: 808.512085
	Iteration 41Q: 3 clusters Score -222203.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -222229.843750 Penalty: 808.512085
	Iteration 42Q: 3 clusters Score -222229.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -222253.812500 Penalty: 808.512085
	Iteration 43Q: 3 clusters Score -222253.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -222271.125000 Penalty: 808.512085
	Iteration 44Q: 3 clusters Score -222271.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -222280.390625 Penalty: 808.512085
	Iteration 45Q: 3 clusters Score -222280.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -222285.140625 Penalty: 808.512085
	Iteration 46Q: 3 clusters Score -222285.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -222292.453125 Penalty: 808.512085
	Iteration 47Q: 3 clusters Score -222292.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -222298.359375 Penalty: 808.512085
	Iteration 48Q: 3 clusters Score -222298.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -222306.265625 Penalty: 808.512085
	Iteration 49Q: 3 clusters Score -222306.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -222310.421875 Penalty: 808.512085
	Iteration 50Q: 3 clusters Score -222310.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -222311.546875 Penalty: 808.512085
	Iteration 51Q: 3 clusters Score -222311.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -222313.578125 Penalty: 808.512085
	Iteration 52Q: 3 clusters Score -222313.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -222314.406250 Penalty: 808.512085
	Iteration 53Q: 3 clusters Score -222314.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -222314.406250 Penalty: 808.512085
	Iteration 54F: 3 clusters Score -222314.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Entering Unmasked Estep 
Score: -269190.625000 Penalty: 414.834320
	Iteration 0F: 2 clusters Score -269190.6 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 4478 members 
Entering Unmasked Estep 
Score: -263150.625000 Penalty: 829.668640
	Iteration 0F: 3 clusters Score -263150.6 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -265734.718750 Penalty: 829.668640
	Iteration 1F: 3 clusters Score -265734.7 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -266129.031250 Penalty: 829.668640
	Iteration 2F: 3 clusters Score -266129 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -266579.937500 Penalty: 829.668640
	Iteration 3F: 3 clusters Score -266579.9 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -267005.875000 Penalty: 829.668640
	Iteration 4F: 3 clusters Score -267005.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -267323.500000 Penalty: 829.668640
	Iteration 5F: 3 clusters Score -267323.5 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -267527.937500 Penalty: 829.668640
	Iteration 6Q: 3 clusters Score -267527.9 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -267683.437500 Penalty: 829.668640
	Iteration 7Q: 3 clusters Score -267683.4 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -267804.468750 Penalty: 829.668640
	Iteration 8Q: 3 clusters Score -267804.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -267930.125000 Penalty: 829.668640
	Iteration 9Q: 3 clusters Score -267930.1 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -268049.250000 Penalty: 829.668640
	Iteration 10Q: 3 clusters Score -268049.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -268153.062500 Penalty: 829.668640
	Iteration 11Q: 3 clusters Score -268153.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7647 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -268260.906250 Penalty: 829.668640
	Iteration 12Q: 3 clusters Score -268260.9 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -268352.406250 Penalty: 829.668640
	Iteration 13Q: 3 clusters Score -268352.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -268431.000000 Penalty: 829.668640
	Iteration 14Q: 3 clusters Score -268431 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -268506.906250 Penalty: 829.668640
	Iteration 15Q: 3 clusters Score -268506.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -268580.750000 Penalty: 829.668640
	Iteration 16Q: 3 clusters Score -268580.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -268637.562500 Penalty: 829.668640
	Iteration 17Q: 3 clusters Score -268637.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -268682.250000 Penalty: 829.668640
	Iteration 18Q: 3 clusters Score -268682.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -268715.031250 Penalty: 829.668640
	Iteration 19Q: 3 clusters Score -268715 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -268743.968750 Penalty: 829.668640
	Iteration 20F: 3 clusters Score -268744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -268766.375000 Penalty: 829.668640
	Iteration 21Q: 3 clusters Score -268766.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -268786.437500 Penalty: 829.668640
	Iteration 22Q: 3 clusters Score -268786.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -268803.875000 Penalty: 829.668640
	Iteration 23Q: 3 clusters Score -268803.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -268810.375000 Penalty: 829.668640
	Iteration 24Q: 3 clusters Score -268810.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -268814.750000 Penalty: 829.668640
	Iteration 25Q: 3 clusters Score -268814.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -268818.218750 Penalty: 829.668640
	Iteration 26Q: 3 clusters Score -268818.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -268821.093750 Penalty: 829.668640
	Iteration 27Q: 3 clusters Score -268821.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -268825.906250 Penalty: 829.668640
	Iteration 28Q: 3 clusters Score -268825.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -268829.218750 Penalty: 829.668640
	Iteration 29Q: 3 clusters Score -268829.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -268832.468750 Penalty: 829.668640
	Iteration 30Q: 3 clusters Score -268832.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -268834.375000 Penalty: 829.668640
	Iteration 31Q: 3 clusters Score -268834.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -268834.937500 Penalty: 829.668640
	Iteration 32Q: 3 clusters Score -268834.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -268835.781250 Penalty: 829.668640
	Iteration 33Q: 3 clusters Score -268835.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -268835.687500 Penalty: 829.668640
	Iteration 34Q: 3 clusters Score -268835.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -268835.875000 Penalty: 829.668640
	Iteration 35Q: 3 clusters Score -268835.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -268835.875000 Penalty: 829.668640
	Iteration 36F: 3 clusters Score -268835.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Entering Unmasked Estep 
Score: -129458.859375 Penalty: 375.045380
	Iteration 0F: 2 clusters Score -129458.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -126836.718750 Penalty: 750.090759
	Iteration 0F: 3 clusters Score -126836.7 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -127807.867188 Penalty: 750.090759
	Iteration 1F: 3 clusters Score -127807.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -127915.875000 Penalty: 750.090759
	Iteration 2F: 3 clusters Score -127915.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -128026.164062 Penalty: 750.090759
	Iteration 3F: 3 clusters Score -128026.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -128176.976562 Penalty: 750.090759
	Iteration 4F: 3 clusters Score -128177 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -128393.328125 Penalty: 750.090759
	Iteration 5F: 3 clusters Score -128393.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -128628.906250 Penalty: 750.090759
	Iteration 6F: 3 clusters Score -128628.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -128829.015625 Penalty: 750.090759
	Iteration 7F: 3 clusters Score -128829 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -128972.875000 Penalty: 750.090759
	Iteration 8Q: 3 clusters Score -128972.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -129055.476562 Penalty: 750.090759
	Iteration 9Q: 3 clusters Score -129055.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -129094.859375 Penalty: 750.090759
	Iteration 10Q: 3 clusters Score -129094.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -129118.257812 Penalty: 750.090759
	Iteration 11Q: 3 clusters Score -129118.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -129128.539062 Penalty: 750.090759
	Iteration 12Q: 3 clusters Score -129128.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -129137.742188 Penalty: 750.090759
	Iteration 13Q: 3 clusters Score -129137.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -129150.296875 Penalty: 750.090759
	Iteration 14Q: 3 clusters Score -129150.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -129154.054688 Penalty: 750.090759
	Iteration 15Q: 3 clusters Score -129154.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -129154.054688 Penalty: 750.090759
	Iteration 16F: 3 clusters Score -129154.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Entering Unmasked Estep 
Score: -44172.031250 Penalty: 331.801361
	Iteration 0F: 2 clusters Score -44172.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -43055.628906 Penalty: 663.602722
	Iteration 0F: 3 clusters Score -43055.63 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -43438.832031 Penalty: 663.602722
	Iteration 1F: 3 clusters Score -43438.83 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -43506.312500 Penalty: 663.602722
	Iteration 2F: 3 clusters Score -43506.31 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -43567.585938 Penalty: 663.602722
	Iteration 3F: 3 clusters Score -43567.59 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -43634.402344 Penalty: 663.602722
	Iteration 4F: 3 clusters Score -43634.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -43698.851562 Penalty: 663.602722
	Iteration 5F: 3 clusters Score -43698.85 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -43724.250000 Penalty: 663.602722
	Iteration 6Q: 3 clusters Score -43724.25 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -43755.468750 Penalty: 663.602722
	Iteration 7Q: 3 clusters Score -43755.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -43777.996094 Penalty: 663.602722
	Iteration 8Q: 3 clusters Score -43778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -43796.828125 Penalty: 663.602722
	Iteration 9Q: 3 clusters Score -43796.83 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -43817.320312 Penalty: 663.602722
	Iteration 10Q: 3 clusters Score -43817.32 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -43826.398438 Penalty: 663.602722
	Iteration 11Q: 3 clusters Score -43826.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -43838.042969 Penalty: 663.602722
	Iteration 12Q: 3 clusters Score -43838.04 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -43844.429688 Penalty: 663.602722
	Iteration 13Q: 3 clusters Score -43844.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -43850.550781 Penalty: 663.602722
	Iteration 14Q: 3 clusters Score -43850.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -43860.101562 Penalty: 663.602722
	Iteration 15Q: 3 clusters Score -43860.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -43865.957031 Penalty: 663.602722
	Iteration 16Q: 3 clusters Score -43865.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -43868.613281 Penalty: 663.602722
	Iteration 17Q: 3 clusters Score -43868.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -43871.230469 Penalty: 663.602722
	Iteration 18Q: 3 clusters Score -43871.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -43874.437500 Penalty: 663.602722
	Iteration 19Q: 3 clusters Score -43874.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -43876.941406 Penalty: 663.602722
	Iteration 20F: 3 clusters Score -43876.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -43879.382812 Penalty: 663.602722
	Iteration 21Q: 3 clusters Score -43879.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -43880.871094 Penalty: 663.602722
	Iteration 22Q: 3 clusters Score -43880.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -43883.566406 Penalty: 663.602722
	Iteration 23Q: 3 clusters Score -43883.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -43884.281250 Penalty: 663.602722
	Iteration 24Q: 3 clusters Score -43884.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -43885.027344 Penalty: 663.602722
	Iteration 25Q: 3 clusters Score -43885.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -43885.027344 Penalty: 663.602722
	Iteration 26F: 3 clusters Score -43885.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Entering Unmasked Estep 
Score: -1753156.125000 Penalty: 498.044861
	Iteration 0F: 2 clusters Score -1753156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -1715130.875000 Penalty: 996.089722
	Iteration 0F: 3 clusters Score -1715131 nChanged 27413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 30392 members 
Entering Unmasked Estep 
Score: -1732373.750000 Penalty: 996.089722
	Iteration 1F: 3 clusters Score -1732374 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 31458 members 
Entering Unmasked Estep 
Score: -1734055.750000 Penalty: 996.089722
	Iteration 2F: 3 clusters Score -1734056 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 32768 members 
Entering Unmasked Estep 
Score: -1736220.000000 Penalty: 996.089722
	Iteration 3F: 3 clusters Score -1736220 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22474 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -1738663.125000 Penalty: 996.089722
	Iteration 4F: 3 clusters Score -1738663 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 35839 members 
Entering Unmasked Estep 
Score: -1740956.125000 Penalty: 996.089722
	Iteration 5F: 3 clusters Score -1740956 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19442 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -1742597.125000 Penalty: 996.089722
	Iteration 6F: 3 clusters Score -1742597 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 38634 members 
Entering Unmasked Estep 
Score: -1743703.625000 Penalty: 996.089722
	Iteration 7Q: 3 clusters Score -1743704 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 39909 members 
Entering Unmasked Estep 
Score: -1744417.875000 Penalty: 996.089722
	Iteration 8Q: 3 clusters Score -1744418 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 41135 members 
Entering Unmasked Estep 
Score: -1744896.375000 Penalty: 996.089722
	Iteration 9Q: 3 clusters Score -1744896 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -1745353.625000 Penalty: 996.089722
	Iteration 10Q: 3 clusters Score -1745354 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -1745834.125000 Penalty: 996.089722
	Iteration 11Q: 3 clusters Score -1745834 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -1746361.125000 Penalty: 996.089722
	Iteration 12Q: 3 clusters Score -1746361 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -1746982.750000 Penalty: 996.089722
	Iteration 13Q: 3 clusters Score -1746983 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 47827 members 
Entering Unmasked Estep 
Score: -1747706.625000 Penalty: 996.089722
	Iteration 14Q: 3 clusters Score -1747707 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -1748527.625000 Penalty: 996.089722
	Iteration 15Q: 3 clusters Score -1748528 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -1749329.125000 Penalty: 996.089722
	Iteration 16Q: 3 clusters Score -1749329 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 51968 members 
Entering Unmasked Estep 
Score: -1750122.375000 Penalty: 996.089722
	Iteration 17Q: 3 clusters Score -1750122 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -1750786.125000 Penalty: 996.089722
	Iteration 18Q: 3 clusters Score -1750786 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 53957 members 
Entering Unmasked Estep 
Score: -1751357.375000 Penalty: 996.089722
	Iteration 19Q: 3 clusters Score -1751357 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 54666 members 
Entering Unmasked Estep 
Score: -1751805.500000 Penalty: 996.089722
	Iteration 20F: 3 clusters Score -1751806 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 55185 members 
Entering Unmasked Estep 
Score: -1752118.250000 Penalty: 996.089722
	Iteration 21Q: 3 clusters Score -1752118 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 55544 members 
Entering Unmasked Estep 
Score: -1752324.875000 Penalty: 996.089722
	Iteration 22Q: 3 clusters Score -1752325 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 55800 members 
Entering Unmasked Estep 
Score: -1752451.500000 Penalty: 996.089722
	Iteration 23Q: 3 clusters Score -1752452 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 55982 members 
Entering Unmasked Estep 
Score: -1752536.375000 Penalty: 996.089722
	Iteration 24Q: 3 clusters Score -1752536 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -1752607.375000 Penalty: 996.089722
	Iteration 25Q: 3 clusters Score -1752607 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -1752650.375000 Penalty: 996.089722
	Iteration 26Q: 3 clusters Score -1752650 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 56294 members 
Entering Unmasked Estep 
Score: -1752684.875000 Penalty: 996.089722
	Iteration 27Q: 3 clusters Score -1752685 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 56350 members 
Entering Unmasked Estep 
Score: -1752714.500000 Penalty: 996.089722
	Iteration 28Q: 3 clusters Score -1752714 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 56388 members 
Entering Unmasked Estep 
Score: -1752735.875000 Penalty: 996.089722
	Iteration 29Q: 3 clusters Score -1752736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -1752748.125000 Penalty: 996.089722
	Iteration 30Q: 3 clusters Score -1752748 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 56433 members 
Entering Unmasked Estep 
Score: -1752755.625000 Penalty: 996.089722
	Iteration 31Q: 3 clusters Score -1752756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 56441 members 
Entering Unmasked Estep 
Score: -1752757.125000 Penalty: 996.089722
	Iteration 32Q: 3 clusters Score -1752757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 56447 members 
Entering Unmasked Estep 
Score: -1752760.625000 Penalty: 996.089722
	Iteration 33Q: 3 clusters Score -1752761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 56453 members 
Entering Unmasked Estep 
Score: -1752762.125000 Penalty: 996.089722
	Iteration 34Q: 3 clusters Score -1752762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -1752766.125000 Penalty: 996.089722
	Iteration 35Q: 3 clusters Score -1752766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -1752769.750000 Penalty: 996.089722
	Iteration 36Q: 3 clusters Score -1752770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -1752771.625000 Penalty: 996.089722
	Iteration 37Q: 3 clusters Score -1752772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 56484 members 
Entering Unmasked Estep 
Score: -1752773.375000 Penalty: 996.089722
	Iteration 38Q: 3 clusters Score -1752773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -1752778.750000 Penalty: 996.089722
	Iteration 39Q: 3 clusters Score -1752779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -1752780.375000 Penalty: 996.089722
	Iteration 40F: 3 clusters Score -1752780 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -1752779.625000 Penalty: 996.089722
	Iteration 41Q: 3 clusters Score -1752780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -1752779.125000 Penalty: 996.089722
	Iteration 42Q: 3 clusters Score -1752779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 56492 members 
Entering Unmasked Estep 
Score: -1752779.125000 Penalty: 996.089722
	Iteration 43F: 3 clusters Score -1752779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (34586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Entering Unmasked Estep 
Score: -1117977.750000 Penalty: 475.529785
	Iteration 0F: 2 clusters Score -1117978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -1094756.000000 Penalty: 951.059570
	Iteration 0F: 3 clusters Score -1094756 nChanged 16781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -1104852.000000 Penalty: 951.059570
	Iteration 1F: 3 clusters Score -1104852 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -1105641.250000 Penalty: 951.059570
	Iteration 2Q: 3 clusters Score -1105641 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20302 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -1106626.500000 Penalty: 951.059570
	Iteration 3F: 3 clusters Score -1106626 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -1107789.000000 Penalty: 951.059570
	Iteration 4F: 3 clusters Score -1107789 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1109236.875000 Penalty: 951.059570
	Iteration 5F: 3 clusters Score -1109237 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25398 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1111125.875000 Penalty: 951.059570
	Iteration 6F: 3 clusters Score -1111126 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1113122.125000 Penalty: 951.059570
	Iteration 7F: 3 clusters Score -1113122 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1114667.000000 Penalty: 951.059570
	Iteration 8Q: 3 clusters Score -1114667 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1115642.000000 Penalty: 951.059570
	Iteration 9Q: 3 clusters Score -1115642 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29836 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1116222.125000 Penalty: 951.059570
	Iteration 10Q: 3 clusters Score -1116222 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1116588.250000 Penalty: 951.059570
	Iteration 11Q: 3 clusters Score -1116588 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30394 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1116823.250000 Penalty: 951.059570
	Iteration 12Q: 3 clusters Score -1116823 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1116975.250000 Penalty: 951.059570
	Iteration 13Q: 3 clusters Score -1116975 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1117077.500000 Penalty: 951.059570
	Iteration 14Q: 3 clusters Score -1117078 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30881 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1117163.125000 Penalty: 951.059570
	Iteration 15Q: 3 clusters Score -1117163 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1117229.250000 Penalty: 951.059570
	Iteration 16Q: 3 clusters Score -1117229 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1117278.875000 Penalty: 951.059570
	Iteration 17Q: 3 clusters Score -1117279 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31238 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1117324.500000 Penalty: 951.059570
	Iteration 18Q: 3 clusters Score -1117324 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1117358.125000 Penalty: 951.059570
	Iteration 19Q: 3 clusters Score -1117358 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1117393.625000 Penalty: 951.059570
	Iteration 20F: 3 clusters Score -1117394 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1117418.375000 Penalty: 951.059570
	Iteration 21Q: 3 clusters Score -1117418 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31645 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1117435.250000 Penalty: 951.059570
	Iteration 22Q: 3 clusters Score -1117435 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1117456.750000 Penalty: 951.059570
	Iteration 23Q: 3 clusters Score -1117457 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31824 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1117478.250000 Penalty: 951.059570
	Iteration 24Q: 3 clusters Score -1117478 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1117486.875000 Penalty: 951.059570
	Iteration 25Q: 3 clusters Score -1117487 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -1117495.000000 Penalty: 951.059570
	Iteration 26Q: 3 clusters Score -1117495 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1117500.750000 Penalty: 951.059570
	Iteration 27Q: 3 clusters Score -1117501 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1117507.625000 Penalty: 951.059570
	Iteration 28Q: 3 clusters Score -1117508 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1117515.125000 Penalty: 951.059570
	Iteration 29Q: 3 clusters Score -1117515 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -1117518.500000 Penalty: 951.059570
	Iteration 30Q: 3 clusters Score -1117518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1117519.375000 Penalty: 951.059570
	Iteration 31Q: 3 clusters Score -1117519 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1117522.375000 Penalty: 951.059570
	Iteration 32Q: 3 clusters Score -1117522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1117520.875000 Penalty: 951.059570
	Iteration 33Q: 3 clusters Score -1117521 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1117528.125000 Penalty: 951.059570
	Iteration 34Q: 3 clusters Score -1117528 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1117532.125000 Penalty: 951.059570
	Iteration 35Q: 3 clusters Score -1117532 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32321 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1117535.875000 Penalty: 951.059570
	Iteration 36Q: 3 clusters Score -1117536 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1117537.875000 Penalty: 951.059570
	Iteration 37Q: 3 clusters Score -1117538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1117543.500000 Penalty: 951.059570
	Iteration 38Q: 3 clusters Score -1117544 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1117549.125000 Penalty: 951.059570
	Iteration 39Q: 3 clusters Score -1117549 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32436 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1117550.125000 Penalty: 951.059570
	Iteration 40F: 3 clusters Score -1117550 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1117553.250000 Penalty: 951.059570
	Iteration 41Q: 3 clusters Score -1117553 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32496 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1117558.375000 Penalty: 951.059570
	Iteration 42Q: 3 clusters Score -1117558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1117564.875000 Penalty: 951.059570
	Iteration 43Q: 3 clusters Score -1117565 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1117567.250000 Penalty: 951.059570
	Iteration 44Q: 3 clusters Score -1117567 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1117573.125000 Penalty: 951.059570
	Iteration 45Q: 3 clusters Score -1117573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1117576.250000 Penalty: 951.059570
	Iteration 46Q: 3 clusters Score -1117576 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1117585.500000 Penalty: 951.059570
	Iteration 47Q: 3 clusters Score -1117586 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32666 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1117588.125000 Penalty: 951.059570
	Iteration 48Q: 3 clusters Score -1117588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1117597.500000 Penalty: 951.059570
	Iteration 49Q: 3 clusters Score -1117598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1117601.375000 Penalty: 951.059570
	Iteration 50Q: 3 clusters Score -1117601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32757 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1117605.750000 Penalty: 951.059570
	Iteration 51Q: 3 clusters Score -1117606 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1117608.625000 Penalty: 951.059570
	Iteration 52Q: 3 clusters Score -1117609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1117610.500000 Penalty: 951.059570
	Iteration 53Q: 3 clusters Score -1117610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1117615.125000 Penalty: 951.059570
	Iteration 54Q: 3 clusters Score -1117615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32847 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -1117619.250000 Penalty: 951.059570
	Iteration 55Q: 3 clusters Score -1117619 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1117621.625000 Penalty: 951.059570
	Iteration 56Q: 3 clusters Score -1117622 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1117624.000000 Penalty: 951.059570
	Iteration 57Q: 3 clusters Score -1117624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32908 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1117627.125000 Penalty: 951.059570
	Iteration 58Q: 3 clusters Score -1117627 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32928 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -1117628.625000 Penalty: 951.059570
	Iteration 59Q: 3 clusters Score -1117629 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32951 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1117631.125000 Penalty: 951.059570
	Iteration 60F: 3 clusters Score -1117631 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32968 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1117632.000000 Penalty: 951.059570
	Iteration 61Q: 3 clusters Score -1117632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32986 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1117634.625000 Penalty: 951.059570
	Iteration 62Q: 3 clusters Score -1117635 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32999 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1117637.375000 Penalty: 951.059570
	Iteration 63Q: 3 clusters Score -1117637 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1117639.625000 Penalty: 951.059570
	Iteration 64Q: 3 clusters Score -1117640 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33029 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1117640.750000 Penalty: 951.059570
	Iteration 65Q: 3 clusters Score -1117641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33039 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1117641.375000 Penalty: 951.059570
	Iteration 66Q: 3 clusters Score -1117641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33042 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1117642.625000 Penalty: 951.059570
	Iteration 67Q: 3 clusters Score -1117643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33043 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1117643.750000 Penalty: 951.059570
	Iteration 68Q: 3 clusters Score -1117644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1117642.875000 Penalty: 951.059570
	Iteration 69Q: 3 clusters Score -1117643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33044 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1117642.875000 Penalty: 951.059570
	Iteration 70F: 3 clusters Score -1117643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Entering Unmasked Estep 
Score: -435990.406250 Penalty: 432.664520
	Iteration 0F: 2 clusters Score -435990.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -426996.031250 Penalty: 865.329041
	Iteration 0F: 3 clusters Score -426996 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -430789.031250 Penalty: 865.329041
	Iteration 1F: 3 clusters Score -430789 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -431153.843750 Penalty: 865.329041
	Iteration 2F: 3 clusters Score -431153.8 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -431686.093750 Penalty: 865.329041
	Iteration 3F: 3 clusters Score -431686.1 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -432394.750000 Penalty: 865.329041
	Iteration 4F: 3 clusters Score -432394.8 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -433206.718750 Penalty: 865.329041
	Iteration 5F: 3 clusters Score -433206.7 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -434027.656250 Penalty: 865.329041
	Iteration 6F: 3 clusters Score -434027.7 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -434753.687500 Penalty: 865.329041
	Iteration 7F: 3 clusters Score -434753.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13046 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -435228.093750 Penalty: 865.329041
	Iteration 8Q: 3 clusters Score -435228.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -435447.062500 Penalty: 865.329041
	Iteration 9Q: 3 clusters Score -435447.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -435538.250000 Penalty: 865.329041
	Iteration 10Q: 3 clusters Score -435538.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -435567.437500 Penalty: 865.329041
	Iteration 11Q: 3 clusters Score -435567.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -435582.843750 Penalty: 865.329041
	Iteration 12Q: 3 clusters Score -435582.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -435599.156250 Penalty: 865.329041
	Iteration 13Q: 3 clusters Score -435599.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -435603.937500 Penalty: 865.329041
	Iteration 14Q: 3 clusters Score -435603.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -435603.937500 Penalty: 865.329041
	Iteration 15F: 3 clusters Score -435603.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (4170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Entering Unmasked Estep 
Score: -129809.390625 Penalty: 379.273041
	Iteration 0F: 2 clusters Score -129809.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -126962.335938 Penalty: 758.546082
	Iteration 0F: 3 clusters Score -126962.3 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -128171.148438 Penalty: 758.546082
	Iteration 1F: 3 clusters Score -128171.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -128404.390625 Penalty: 758.546082
	Iteration 2F: 3 clusters Score -128404.4 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -128602.734375 Penalty: 758.546082
	Iteration 3F: 3 clusters Score -128602.7 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -128775.929688 Penalty: 758.546082
	Iteration 4F: 3 clusters Score -128775.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -128948.953125 Penalty: 758.546082
	Iteration 5F: 3 clusters Score -128949 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -129121.960938 Penalty: 758.546082
	Iteration 6Q: 3 clusters Score -129122 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -129235.945312 Penalty: 758.546082
	Iteration 7Q: 3 clusters Score -129235.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -129315.726562 Penalty: 758.546082
	Iteration 8Q: 3 clusters Score -129315.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -129378.695312 Penalty: 758.546082
	Iteration 9Q: 3 clusters Score -129378.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -129439.476562 Penalty: 758.546082
	Iteration 10Q: 3 clusters Score -129439.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -129491.093750 Penalty: 758.546082
	Iteration 11Q: 3 clusters Score -129491.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -129529.460938 Penalty: 758.546082
	Iteration 12Q: 3 clusters Score -129529.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -129557.226562 Penalty: 758.546082
	Iteration 13Q: 3 clusters Score -129557.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -129574.281250 Penalty: 758.546082
	Iteration 14Q: 3 clusters Score -129574.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -129583.804688 Penalty: 758.546082
	Iteration 15Q: 3 clusters Score -129583.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -129588.093750 Penalty: 758.546082
	Iteration 16Q: 3 clusters Score -129588.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -129591.960938 Penalty: 758.546082
	Iteration 17Q: 3 clusters Score -129592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -129594.351562 Penalty: 758.546082
	Iteration 18Q: 3 clusters Score -129594.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -129597.867188 Penalty: 758.546082
	Iteration 19Q: 3 clusters Score -129597.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -129602.492188 Penalty: 758.546082
	Iteration 20F: 3 clusters Score -129602.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -129606.570312 Penalty: 758.546082
	Iteration 21Q: 3 clusters Score -129606.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -129612.171875 Penalty: 758.546082
	Iteration 22Q: 3 clusters Score -129612.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -129614.718750 Penalty: 758.546082
	Iteration 23Q: 3 clusters Score -129614.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -129615.578125 Penalty: 758.546082
	Iteration 24Q: 3 clusters Score -129615.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -129616.937500 Penalty: 758.546082
	Iteration 25Q: 3 clusters Score -129616.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -129619.179688 Penalty: 758.546082
	Iteration 26Q: 3 clusters Score -129619.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -129620.375000 Penalty: 758.546082
	Iteration 27Q: 3 clusters Score -129620.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -129621.453125 Penalty: 758.546082
	Iteration 28Q: 3 clusters Score -129621.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -129622.054688 Penalty: 758.546082
	Iteration 29Q: 3 clusters Score -129622.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -129623.375000 Penalty: 758.546082
	Iteration 30Q: 3 clusters Score -129623.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -129624.476562 Penalty: 758.546082
	Iteration 31Q: 3 clusters Score -129624.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -129625.453125 Penalty: 758.546082
	Iteration 32Q: 3 clusters Score -129625.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -129625.992188 Penalty: 758.546082
	Iteration 33Q: 3 clusters Score -129626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -129626.218750 Penalty: 758.546082
	Iteration 34Q: 3 clusters Score -129626.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -129626.273438 Penalty: 758.546082
	Iteration 35Q: 3 clusters Score -129626.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -129626.273438 Penalty: 758.546082
	Iteration 36F: 3 clusters Score -129626.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (1523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Entering Unmasked Estep 
Score: -49057.523438 Penalty: 333.443909
	Iteration 0F: 2 clusters Score -49057.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -47884.183594 Penalty: 666.887817
	Iteration 0F: 3 clusters Score -47884.18 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -48285.390625 Penalty: 666.887817
	Iteration 1F: 3 clusters Score -48285.39 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -48415.832031 Penalty: 666.887817
	Iteration 2F: 3 clusters Score -48415.83 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -48510.851562 Penalty: 666.887817
	Iteration 3F: 3 clusters Score -48510.85 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -48576.281250 Penalty: 666.887817
	Iteration 4F: 3 clusters Score -48576.28 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -48620.027344 Penalty: 666.887817
	Iteration 5Q: 3 clusters Score -48620.03 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -48650.003906 Penalty: 666.887817
	Iteration 6Q: 3 clusters Score -48650 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -48667.128906 Penalty: 666.887817
	Iteration 7Q: 3 clusters Score -48667.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -48688.109375 Penalty: 666.887817
	Iteration 8Q: 3 clusters Score -48688.11 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -48707.976562 Penalty: 666.887817
	Iteration 9Q: 3 clusters Score -48707.98 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -48723.160156 Penalty: 666.887817
	Iteration 10Q: 3 clusters Score -48723.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -48731.105469 Penalty: 666.887817
	Iteration 11Q: 3 clusters Score -48731.11 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -48734.167969 Penalty: 666.887817
	Iteration 12Q: 3 clusters Score -48734.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -48735.156250 Penalty: 666.887817
	Iteration 13Q: 3 clusters Score -48735.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -48736.398438 Penalty: 666.887817
	Iteration 14Q: 3 clusters Score -48736.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -48737.085938 Penalty: 666.887817
	Iteration 15Q: 3 clusters Score -48737.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -48737.609375 Penalty: 666.887817
	Iteration 16Q: 3 clusters Score -48737.61 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -48738.984375 Penalty: 666.887817
	Iteration 17Q: 3 clusters Score -48738.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -48741.148438 Penalty: 666.887817
	Iteration 18Q: 3 clusters Score -48741.15 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -48742.968750 Penalty: 666.887817
	Iteration 19Q: 3 clusters Score -48742.97 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -48743.707031 Penalty: 666.887817
	Iteration 20F: 3 clusters Score -48743.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -48745.804688 Penalty: 666.887817
	Iteration 21Q: 3 clusters Score -48745.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -48746.375000 Penalty: 666.887817
	Iteration 22Q: 3 clusters Score -48746.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -48746.355469 Penalty: 666.887817
	Iteration 23Q: 3 clusters Score -48746.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -48746.496094 Penalty: 666.887817
	Iteration 24Q: 3 clusters Score -48746.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -48746.496094 Penalty: 666.887817
	Iteration 25F: 3 clusters Score -48746.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (6349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Entering Unmasked Estep 
Score: -231783.437500 Penalty: 398.400421
	Iteration 0F: 2 clusters Score -231783.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -227571.640625 Penalty: 796.800842
	Iteration 0F: 3 clusters Score -227571.6 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -229208.250000 Penalty: 796.800842
	Iteration 1F: 3 clusters Score -229208.2 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -229412.640625 Penalty: 796.800842
	Iteration 2F: 3 clusters Score -229412.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -229706.515625 Penalty: 796.800842
	Iteration 3F: 3 clusters Score -229706.5 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -230140.375000 Penalty: 796.800842
	Iteration 4F: 3 clusters Score -230140.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -230487.078125 Penalty: 796.800842
	Iteration 5F: 3 clusters Score -230487.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -230659.515625 Penalty: 796.800842
	Iteration 6Q: 3 clusters Score -230659.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -230708.703125 Penalty: 796.800842
	Iteration 7Q: 3 clusters Score -230708.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -230725.890625 Penalty: 796.800842
	Iteration 8Q: 3 clusters Score -230725.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -230744.078125 Penalty: 796.800842
	Iteration 9Q: 3 clusters Score -230744.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -230759.953125 Penalty: 796.800842
	Iteration 10Q: 3 clusters Score -230760 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -230775.562500 Penalty: 796.800842
	Iteration 11Q: 3 clusters Score -230775.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -230791.453125 Penalty: 796.800842
	Iteration 12Q: 3 clusters Score -230791.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -230811.390625 Penalty: 796.800842
	Iteration 13Q: 3 clusters Score -230811.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -230836.078125 Penalty: 796.800842
	Iteration 14Q: 3 clusters Score -230836.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -230859.375000 Penalty: 796.800842
	Iteration 15Q: 3 clusters Score -230859.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -230884.843750 Penalty: 796.800842
	Iteration 16Q: 3 clusters Score -230884.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -230915.750000 Penalty: 796.800842
	Iteration 17Q: 3 clusters Score -230915.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -230945.234375 Penalty: 796.800842
	Iteration 18Q: 3 clusters Score -230945.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -230977.203125 Penalty: 796.800842
	Iteration 19Q: 3 clusters Score -230977.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -231014.296875 Penalty: 796.800842
	Iteration 20F: 3 clusters Score -231014.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -231057.390625 Penalty: 796.800842
	Iteration 21Q: 3 clusters Score -231057.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -231106.359375 Penalty: 796.800842
	Iteration 22Q: 3 clusters Score -231106.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -231147.296875 Penalty: 796.800842
	Iteration 23Q: 3 clusters Score -231147.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -231178.875000 Penalty: 796.800842
	Iteration 24Q: 3 clusters Score -231178.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -231211.750000 Penalty: 796.800842
	Iteration 25Q: 3 clusters Score -231211.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -231243.984375 Penalty: 796.800842
	Iteration 26Q: 3 clusters Score -231244 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -231274.484375 Penalty: 796.800842
	Iteration 27Q: 3 clusters Score -231274.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -231302.250000 Penalty: 796.800842
	Iteration 28Q: 3 clusters Score -231302.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -231331.703125 Penalty: 796.800842
	Iteration 29Q: 3 clusters Score -231331.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -231352.125000 Penalty: 796.800842
	Iteration 30Q: 3 clusters Score -231352.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -231370.531250 Penalty: 796.800842
	Iteration 31Q: 3 clusters Score -231370.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -231386.468750 Penalty: 796.800842
	Iteration 32Q: 3 clusters Score -231386.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -231400.828125 Penalty: 796.800842
	Iteration 33Q: 3 clusters Score -231400.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -231407.734375 Penalty: 796.800842
	Iteration 34Q: 3 clusters Score -231407.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -231415.921875 Penalty: 796.800842
	Iteration 35Q: 3 clusters Score -231415.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -231421.734375 Penalty: 796.800842
	Iteration 36Q: 3 clusters Score -231421.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -231425.593750 Penalty: 796.800842
	Iteration 37Q: 3 clusters Score -231425.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -231431.187500 Penalty: 796.800842
	Iteration 38Q: 3 clusters Score -231431.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -231441.500000 Penalty: 796.800842
	Iteration 39Q: 3 clusters Score -231441.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -231446.921875 Penalty: 796.800842
	Iteration 40F: 3 clusters Score -231446.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -231449.687500 Penalty: 796.800842
	Iteration 41Q: 3 clusters Score -231449.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -231451.140625 Penalty: 796.800842
	Iteration 42Q: 3 clusters Score -231451.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -231452.640625 Penalty: 796.800842
	Iteration 43Q: 3 clusters Score -231452.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -231454.796875 Penalty: 796.800842
	Iteration 44Q: 3 clusters Score -231454.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -231456.234375 Penalty: 796.800842
	Iteration 45Q: 3 clusters Score -231456.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -231458.406250 Penalty: 796.800842
	Iteration 46Q: 3 clusters Score -231458.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -231460.390625 Penalty: 796.800842
	Iteration 47Q: 3 clusters Score -231460.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -231462.078125 Penalty: 796.800842
	Iteration 48Q: 3 clusters Score -231462.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -231463.453125 Penalty: 796.800842
	Iteration 49Q: 3 clusters Score -231463.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -231463.468750 Penalty: 796.800842
	Iteration 50Q: 3 clusters Score -231463.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -231463.843750 Penalty: 796.800842
	Iteration 51Q: 3 clusters Score -231463.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -231463.843750 Penalty: 796.800842
	Iteration 52F: 3 clusters Score -231463.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Entering Unmasked Estep 
Score: -71098.929688 Penalty: 349.068115
	Iteration 0F: 2 clusters Score -71098.93 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -69544.890625 Penalty: 698.136230
	Iteration 0F: 3 clusters Score -69544.89 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -70102.218750 Penalty: 698.136230
	Iteration 1F: 3 clusters Score -70102.22 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -70235.140625 Penalty: 698.136230
	Iteration 2F: 3 clusters Score -70235.14 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -70340.140625 Penalty: 698.136230
	Iteration 3F: 3 clusters Score -70340.14 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -70435.601562 Penalty: 698.136230
	Iteration 4F: 3 clusters Score -70435.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -70511.914062 Penalty: 698.136230
	Iteration 5Q: 3 clusters Score -70511.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -70558.875000 Penalty: 698.136230
	Iteration 6Q: 3 clusters Score -70558.88 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -70588.796875 Penalty: 698.136230
	Iteration 7Q: 3 clusters Score -70588.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -70601.570312 Penalty: 698.136230
	Iteration 8Q: 3 clusters Score -70601.57 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -70608.820312 Penalty: 698.136230
	Iteration 9Q: 3 clusters Score -70608.82 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -70612.578125 Penalty: 698.136230
	Iteration 10Q: 3 clusters Score -70612.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -70614.320312 Penalty: 698.136230
	Iteration 11Q: 3 clusters Score -70614.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -70616.664062 Penalty: 698.136230
	Iteration 12Q: 3 clusters Score -70616.66 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -70620.812500 Penalty: 698.136230
	Iteration 13Q: 3 clusters Score -70620.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -70624.757812 Penalty: 698.136230
	Iteration 14Q: 3 clusters Score -70624.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -70629.335938 Penalty: 698.136230
	Iteration 15Q: 3 clusters Score -70629.34 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -70632.492188 Penalty: 698.136230
	Iteration 16Q: 3 clusters Score -70632.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -70636.070312 Penalty: 698.136230
	Iteration 17Q: 3 clusters Score -70636.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -70638.132812 Penalty: 698.136230
	Iteration 18Q: 3 clusters Score -70638.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -70639.304688 Penalty: 698.136230
	Iteration 19Q: 3 clusters Score -70639.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -70640.679688 Penalty: 698.136230
	Iteration 20F: 3 clusters Score -70640.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -70641.921875 Penalty: 698.136230
	Iteration 21Q: 3 clusters Score -70641.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -70642.976562 Penalty: 698.136230
	Iteration 22Q: 3 clusters Score -70642.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -70643.234375 Penalty: 698.136230
	Iteration 23Q: 3 clusters Score -70643.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -70643.703125 Penalty: 698.136230
	Iteration 24Q: 3 clusters Score -70643.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -70643.781250 Penalty: 698.136230
	Iteration 25Q: 3 clusters Score -70643.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -70643.914062 Penalty: 698.136230
	Iteration 26Q: 3 clusters Score -70643.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -70643.914062 Penalty: 698.136230
	Iteration 27F: 3 clusters Score -70643.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Entering Unmasked Estep 
Score: -796591.062500 Penalty: 460.381592
	Iteration 0F: 2 clusters Score -796591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12458 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -779943.687500 Penalty: 920.763184
	Iteration 0F: 3 clusters Score -779943.7 nChanged 11971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -787026.187500 Penalty: 920.763184
	Iteration 1F: 3 clusters Score -787026.2 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -787727.625000 Penalty: 920.763184
	Iteration 2F: 3 clusters Score -787727.6 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -788828.562500 Penalty: 920.763184
	Iteration 3F: 3 clusters Score -788828.6 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -790286.500000 Penalty: 920.763184
	Iteration 4F: 3 clusters Score -790286.5 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20190 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -791943.500000 Penalty: 920.763184
	Iteration 5F: 3 clusters Score -791943.5 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -793458.312500 Penalty: 920.763184
	Iteration 6F: 3 clusters Score -793458.3 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -794549.187500 Penalty: 920.763184
	Iteration 7Q: 3 clusters Score -794549.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23451 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -795346.500000 Penalty: 920.763184
	Iteration 8Q: 3 clusters Score -795346.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -795814.937500 Penalty: 920.763184
	Iteration 9Q: 3 clusters Score -795814.9 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -796109.062500 Penalty: 920.763184
	Iteration 10Q: 3 clusters Score -796109.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -796238.437500 Penalty: 920.763184
	Iteration 11Q: 3 clusters Score -796238.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -796279.750000 Penalty: 920.763184
	Iteration 12Q: 3 clusters Score -796279.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -796310.750000 Penalty: 920.763184
	Iteration 13Q: 3 clusters Score -796310.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -796341.187500 Penalty: 920.763184
	Iteration 14Q: 3 clusters Score -796341.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23787 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -796355.312500 Penalty: 920.763184
	Iteration 15Q: 3 clusters Score -796355.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -796366.312500 Penalty: 920.763184
	Iteration 16Q: 3 clusters Score -796366.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -796373.812500 Penalty: 920.763184
	Iteration 17Q: 3 clusters Score -796373.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -796380.062500 Penalty: 920.763184
	Iteration 18Q: 3 clusters Score -796380.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -796385.125000 Penalty: 920.763184
	Iteration 19Q: 3 clusters Score -796385.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -796391.375000 Penalty: 920.763184
	Iteration 20F: 3 clusters Score -796391.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -796390.562500 Penalty: 920.763184
	Iteration 21Q: 3 clusters Score -796390.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -796394.187500 Penalty: 920.763184
	Iteration 22Q: 3 clusters Score -796394.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -796398.937500 Penalty: 920.763184
	Iteration 23Q: 3 clusters Score -796398.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -796401.375000 Penalty: 920.763184
	Iteration 24Q: 3 clusters Score -796401.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -796404.187500 Penalty: 920.763184
	Iteration 25Q: 3 clusters Score -796404.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23886 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -796407.687500 Penalty: 920.763184
	Iteration 26Q: 3 clusters Score -796407.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -796407.875000 Penalty: 920.763184
	Iteration 27Q: 3 clusters Score -796407.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -796410.250000 Penalty: 920.763184
	Iteration 28Q: 3 clusters Score -796410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -796410.937500 Penalty: 920.763184
	Iteration 29Q: 3 clusters Score -796410.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -796410.625000 Penalty: 920.763184
	Iteration 30Q: 3 clusters Score -796410.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -796410.937500 Penalty: 920.763184
	Iteration 31Q: 3 clusters Score -796410.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -796411.062500 Penalty: 920.763184
	Iteration 32Q: 3 clusters Score -796411.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -796411.000000 Penalty: 920.763184
	Iteration 33Q: 3 clusters Score -796411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -796410.500000 Penalty: 920.763184
	Iteration 34Q: 3 clusters Score -796410.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -796411.562500 Penalty: 920.763184
	Iteration 35Q: 3 clusters Score -796411.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -796410.125000 Penalty: 920.763184
	Iteration 36Q: 3 clusters Score -796410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -796410.500000 Penalty: 920.763184
	Iteration 37Q: 3 clusters Score -796410.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -796411.687500 Penalty: 920.763184
	Iteration 38Q: 3 clusters Score -796411.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -796413.875000 Penalty: 920.763184
	Iteration 39Q: 3 clusters Score -796413.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -796413.875000 Penalty: 920.763184
	Iteration 40F: 3 clusters Score -796413.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23883 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -796413.312500 Penalty: 920.763184
	Iteration 41Q: 3 clusters Score -796413.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -796414.687500 Penalty: 920.763184
	Iteration 42Q: 3 clusters Score -796414.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -796413.750000 Penalty: 920.763184
	Iteration 43Q: 3 clusters Score -796413.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -796414.437500 Penalty: 920.763184
	Iteration 44Q: 3 clusters Score -796414.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -796413.687500 Penalty: 920.763184
	Iteration 45Q: 3 clusters Score -796413.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23878 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -796413.062500 Penalty: 920.763184
	Iteration 46Q: 3 clusters Score -796413.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -796414.250000 Penalty: 920.763184
	Iteration 47Q: 3 clusters Score -796414.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -796414.687500 Penalty: 920.763184
	Iteration 48Q: 3 clusters Score -796414.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -796414.562500 Penalty: 920.763184
	Iteration 49Q: 3 clusters Score -796414.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -796414.875000 Penalty: 920.763184
	Iteration 50Q: 3 clusters Score -796414.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23871 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -796414.875000 Penalty: 920.763184
	Iteration 51F: 3 clusters Score -796414.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Entering Unmasked Estep 
Score: -99330.195312 Penalty: 367.833557
	Iteration 0F: 2 clusters Score -99330.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -97108.296875 Penalty: 735.667114
	Iteration 0F: 3 clusters Score -97108.3 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -97977.187500 Penalty: 735.667114
	Iteration 1F: 3 clusters Score -97977.19 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -98154.250000 Penalty: 735.667114
	Iteration 2F: 3 clusters Score -98154.25 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -98342.914062 Penalty: 735.667114
	Iteration 3F: 3 clusters Score -98342.91 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -98462.039062 Penalty: 735.667114
	Iteration 4F: 3 clusters Score -98462.04 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -98540.125000 Penalty: 735.667114
	Iteration 5Q: 3 clusters Score -98540.12 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -98588.757812 Penalty: 735.667114
	Iteration 6Q: 3 clusters Score -98588.76 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -98611.039062 Penalty: 735.667114
	Iteration 7Q: 3 clusters Score -98611.04 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -98624.234375 Penalty: 735.667114
	Iteration 8Q: 3 clusters Score -98624.23 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -98635.515625 Penalty: 735.667114
	Iteration 9Q: 3 clusters Score -98635.52 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -98647.062500 Penalty: 735.667114
	Iteration 10Q: 3 clusters Score -98647.06 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -98658.078125 Penalty: 735.667114
	Iteration 11Q: 3 clusters Score -98658.08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -98668.664062 Penalty: 735.667114
	Iteration 12Q: 3 clusters Score -98668.66 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -98677.757812 Penalty: 735.667114
	Iteration 13Q: 3 clusters Score -98677.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -98687.218750 Penalty: 735.667114
	Iteration 14Q: 3 clusters Score -98687.22 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -98694.828125 Penalty: 735.667114
	Iteration 15Q: 3 clusters Score -98694.83 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -98707.164062 Penalty: 735.667114
	Iteration 16Q: 3 clusters Score -98707.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -98721.289062 Penalty: 735.667114
	Iteration 17Q: 3 clusters Score -98721.29 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -98733.601562 Penalty: 735.667114
	Iteration 18Q: 3 clusters Score -98733.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -98745.562500 Penalty: 735.667114
	Iteration 19Q: 3 clusters Score -98745.56 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -98758.054688 Penalty: 735.667114
	Iteration 20F: 3 clusters Score -98758.05 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -98771.031250 Penalty: 735.667114
	Iteration 21Q: 3 clusters Score -98771.03 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -98789.273438 Penalty: 735.667114
	Iteration 22Q: 3 clusters Score -98789.27 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -98804.875000 Penalty: 735.667114
	Iteration 23Q: 3 clusters Score -98804.88 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -98816.781250 Penalty: 735.667114
	Iteration 24Q: 3 clusters Score -98816.78 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -98825.492188 Penalty: 735.667114
	Iteration 25Q: 3 clusters Score -98825.49 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -98831.710938 Penalty: 735.667114
	Iteration 26Q: 3 clusters Score -98831.71 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -98837.468750 Penalty: 735.667114
	Iteration 27Q: 3 clusters Score -98837.47 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -98844.992188 Penalty: 735.667114
	Iteration 28Q: 3 clusters Score -98844.99 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -98852.968750 Penalty: 735.667114
	Iteration 29Q: 3 clusters Score -98852.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -98861.570312 Penalty: 735.667114
	Iteration 30Q: 3 clusters Score -98861.57 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -98873.953125 Penalty: 735.667114
	Iteration 31Q: 3 clusters Score -98873.95 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -98883.992188 Penalty: 735.667114
	Iteration 32Q: 3 clusters Score -98883.99 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -98892.125000 Penalty: 735.667114
	Iteration 33Q: 3 clusters Score -98892.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -98902.945312 Penalty: 735.667114
	Iteration 34Q: 3 clusters Score -98902.95 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -98916.085938 Penalty: 735.667114
	Iteration 35Q: 3 clusters Score -98916.09 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -98931.468750 Penalty: 735.667114
	Iteration 36Q: 3 clusters Score -98931.47 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -98950.992188 Penalty: 735.667114
	Iteration 37Q: 3 clusters Score -98950.99 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -98974.398438 Penalty: 735.667114
	Iteration 38Q: 3 clusters Score -98974.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -98994.703125 Penalty: 735.667114
	Iteration 39Q: 3 clusters Score -98994.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -99023.898438 Penalty: 735.667114
	Iteration 40F: 3 clusters Score -99023.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -99039.656250 Penalty: 735.667114
	Iteration 41Q: 3 clusters Score -99039.66 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -99052.820312 Penalty: 735.667114
	Iteration 42Q: 3 clusters Score -99052.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -99057.554688 Penalty: 735.667114
	Iteration 43Q: 3 clusters Score -99057.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -99062.250000 Penalty: 735.667114
	Iteration 44Q: 3 clusters Score -99062.25 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -99065.625000 Penalty: 735.667114
	Iteration 45Q: 3 clusters Score -99065.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -99067.304688 Penalty: 735.667114
	Iteration 46Q: 3 clusters Score -99067.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -99069.476562 Penalty: 735.667114
	Iteration 47Q: 3 clusters Score -99069.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -99071.945312 Penalty: 735.667114
	Iteration 48Q: 3 clusters Score -99071.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -99078.304688 Penalty: 735.667114
	Iteration 49Q: 3 clusters Score -99078.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -99085.882812 Penalty: 735.667114
	Iteration 50Q: 3 clusters Score -99085.88 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -99093.804688 Penalty: 735.667114
	Iteration 51Q: 3 clusters Score -99093.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -99096.054688 Penalty: 735.667114
	Iteration 52Q: 3 clusters Score -99096.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -99098.335938 Penalty: 735.667114
	Iteration 53Q: 3 clusters Score -99098.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -99099.812500 Penalty: 735.667114
	Iteration 54Q: 3 clusters Score -99099.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -99100.835938 Penalty: 735.667114
	Iteration 55Q: 3 clusters Score -99100.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -99101.351562 Penalty: 735.667114
	Iteration 56Q: 3 clusters Score -99101.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -99101.343750 Penalty: 735.667114
	Iteration 57Q: 3 clusters Score -99101.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -99101.343750 Penalty: 735.667114
	Iteration 58F: 3 clusters Score -99101.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Entering Unmasked Estep 
Score: -263502.218750 Penalty: 412.817688
	Iteration 0F: 2 clusters Score -263502.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -257708.500000 Penalty: 825.635376
	Iteration 0F: 3 clusters Score -257708.5 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -260031.750000 Penalty: 825.635376
	Iteration 1F: 3 clusters Score -260031.8 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -260302.828125 Penalty: 825.635376
	Iteration 2F: 3 clusters Score -260302.8 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -260637.406250 Penalty: 825.635376
	Iteration 3F: 3 clusters Score -260637.4 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -261012.562500 Penalty: 825.635376
	Iteration 4F: 3 clusters Score -261012.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -261464.468750 Penalty: 825.635376
	Iteration 5F: 3 clusters Score -261464.5 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -262034.468750 Penalty: 825.635376
	Iteration 6F: 3 clusters Score -262034.5 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -262728.531250 Penalty: 825.635376
	Iteration 7F: 3 clusters Score -262728.5 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -263032.531250 Penalty: 825.635376
	Iteration 8Q: 3 clusters Score -263032.5 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -263107.250000 Penalty: 825.635376
	Iteration 9Q: 3 clusters Score -263107.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -263139.562500 Penalty: 825.635376
	Iteration 10Q: 3 clusters Score -263139.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -263156.343750 Penalty: 825.635376
	Iteration 11Q: 3 clusters Score -263156.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -263162.875000 Penalty: 825.635376
	Iteration 12Q: 3 clusters Score -263162.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -263169.062500 Penalty: 825.635376
	Iteration 13Q: 3 clusters Score -263169.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -263173.468750 Penalty: 825.635376
	Iteration 14Q: 3 clusters Score -263173.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -263177.687500 Penalty: 825.635376
	Iteration 15Q: 3 clusters Score -263177.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -263179.156250 Penalty: 825.635376
	Iteration 16Q: 3 clusters Score -263179.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -263179.218750 Penalty: 825.635376
	Iteration 17Q: 3 clusters Score -263179.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -263179.812500 Penalty: 825.635376
	Iteration 18Q: 3 clusters Score -263179.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -263180.218750 Penalty: 825.635376
	Iteration 19Q: 3 clusters Score -263180.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -263181.156250 Penalty: 825.635376
	Iteration 20F: 3 clusters Score -263181.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -263180.812500 Penalty: 825.635376
	Iteration 21Q: 3 clusters Score -263180.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -263181.843750 Penalty: 825.635376
	Iteration 22Q: 3 clusters Score -263181.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -263183.031250 Penalty: 825.635376
	Iteration 23Q: 3 clusters Score -263183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -263183.437500 Penalty: 825.635376
	Iteration 24Q: 3 clusters Score -263183.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -263183.562500 Penalty: 825.635376
	Iteration 25Q: 3 clusters Score -263183.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -263184.718750 Penalty: 825.635376
	Iteration 26Q: 3 clusters Score -263184.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -263186.093750 Penalty: 825.635376
	Iteration 27Q: 3 clusters Score -263186.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -263187.531250 Penalty: 825.635376
	Iteration 28Q: 3 clusters Score -263187.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -263188.250000 Penalty: 825.635376
	Iteration 29Q: 3 clusters Score -263188.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -263189.156250 Penalty: 825.635376
	Iteration 30Q: 3 clusters Score -263189.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -263189.218750 Penalty: 825.635376
	Iteration 31Q: 3 clusters Score -263189.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -263189.812500 Penalty: 825.635376
	Iteration 32Q: 3 clusters Score -263189.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -263189.843750 Penalty: 825.635376
	Iteration 33Q: 3 clusters Score -263189.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -263190.062500 Penalty: 825.635376
	Iteration 34Q: 3 clusters Score -263190.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -263190.343750 Penalty: 825.635376
	Iteration 35Q: 3 clusters Score -263190.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -263190.343750 Penalty: 825.635376
	Iteration 36F: 3 clusters Score -263190.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Entering Unmasked Estep 
Score: -230469.375000 Penalty: 405.993073
	Iteration 0F: 2 clusters Score -230469.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -225449.906250 Penalty: 811.986145
	Iteration 0F: 3 clusters Score -225449.9 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -227538.468750 Penalty: 811.986145
	Iteration 1F: 3 clusters Score -227538.5 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -227898.156250 Penalty: 811.986145
	Iteration 2F: 3 clusters Score -227898.2 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -228255.703125 Penalty: 811.986145
	Iteration 3F: 3 clusters Score -228255.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -228581.890625 Penalty: 811.986145
	Iteration 4F: 3 clusters Score -228581.9 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -228893.015625 Penalty: 811.986145
	Iteration 5F: 3 clusters Score -228893 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -229186.828125 Penalty: 811.986145
	Iteration 6F: 3 clusters Score -229186.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -229409.953125 Penalty: 811.986145
	Iteration 7Q: 3 clusters Score -229410 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -229578.984375 Penalty: 811.986145
	Iteration 8Q: 3 clusters Score -229579 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -229716.062500 Penalty: 811.986145
	Iteration 9Q: 3 clusters Score -229716.1 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -229822.500000 Penalty: 811.986145
	Iteration 10Q: 3 clusters Score -229822.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -229935.546875 Penalty: 811.986145
	Iteration 11Q: 3 clusters Score -229935.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -230037.250000 Penalty: 811.986145
	Iteration 12Q: 3 clusters Score -230037.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -230106.515625 Penalty: 811.986145
	Iteration 13Q: 3 clusters Score -230106.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -230147.953125 Penalty: 811.986145
	Iteration 14Q: 3 clusters Score -230148 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -230179.187500 Penalty: 811.986145
	Iteration 15Q: 3 clusters Score -230179.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -230197.109375 Penalty: 811.986145
	Iteration 16Q: 3 clusters Score -230197.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -230210.843750 Penalty: 811.986145
	Iteration 17Q: 3 clusters Score -230210.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -230224.703125 Penalty: 811.986145
	Iteration 18Q: 3 clusters Score -230224.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -230232.750000 Penalty: 811.986145
	Iteration 19Q: 3 clusters Score -230232.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -230246.781250 Penalty: 811.986145
	Iteration 20F: 3 clusters Score -230246.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -230258.296875 Penalty: 811.986145
	Iteration 21Q: 3 clusters Score -230258.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -230265.093750 Penalty: 811.986145
	Iteration 22Q: 3 clusters Score -230265.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -230267.656250 Penalty: 811.986145
	Iteration 23Q: 3 clusters Score -230267.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -230270.421875 Penalty: 811.986145
	Iteration 24Q: 3 clusters Score -230270.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -230272.687500 Penalty: 811.986145
	Iteration 25Q: 3 clusters Score -230272.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -230274.375000 Penalty: 811.986145
	Iteration 26Q: 3 clusters Score -230274.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -230276.359375 Penalty: 811.986145
	Iteration 27Q: 3 clusters Score -230276.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -230279.562500 Penalty: 811.986145
	Iteration 28Q: 3 clusters Score -230279.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -230283.156250 Penalty: 811.986145
	Iteration 29Q: 3 clusters Score -230283.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -230287.921875 Penalty: 811.986145
	Iteration 30Q: 3 clusters Score -230287.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -230294.000000 Penalty: 811.986145
	Iteration 31Q: 3 clusters Score -230294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -230299.531250 Penalty: 811.986145
	Iteration 32Q: 3 clusters Score -230299.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -230302.062500 Penalty: 811.986145
	Iteration 33Q: 3 clusters Score -230302.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -230305.296875 Penalty: 811.986145
	Iteration 34Q: 3 clusters Score -230305.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -230313.375000 Penalty: 811.986145
	Iteration 35Q: 3 clusters Score -230313.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -230316.968750 Penalty: 811.986145
	Iteration 36Q: 3 clusters Score -230317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -230319.468750 Penalty: 811.986145
	Iteration 37Q: 3 clusters Score -230319.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -230322.578125 Penalty: 811.986145
	Iteration 38Q: 3 clusters Score -230322.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -230326.562500 Penalty: 811.986145
	Iteration 39Q: 3 clusters Score -230326.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -230327.656250 Penalty: 811.986145
	Iteration 40F: 3 clusters Score -230327.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -230328.875000 Penalty: 811.986145
	Iteration 41Q: 3 clusters Score -230328.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -230330.312500 Penalty: 811.986145
	Iteration 42Q: 3 clusters Score -230330.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -230331.250000 Penalty: 811.986145
	Iteration 43Q: 3 clusters Score -230331.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -230332.781250 Penalty: 811.986145
	Iteration 44Q: 3 clusters Score -230332.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -230335.328125 Penalty: 811.986145
	Iteration 45Q: 3 clusters Score -230335.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -230337.515625 Penalty: 811.986145
	Iteration 46Q: 3 clusters Score -230337.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -230339.203125 Penalty: 811.986145
	Iteration 47Q: 3 clusters Score -230339.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -230341.984375 Penalty: 811.986145
	Iteration 48Q: 3 clusters Score -230342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -230343.718750 Penalty: 811.986145
	Iteration 49Q: 3 clusters Score -230343.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -230347.015625 Penalty: 811.986145
	Iteration 50Q: 3 clusters Score -230347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -230347.609375 Penalty: 811.986145
	Iteration 51Q: 3 clusters Score -230347.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -230349.218750 Penalty: 811.986145
	Iteration 52Q: 3 clusters Score -230349.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -230349.296875 Penalty: 811.986145
	Iteration 53Q: 3 clusters Score -230349.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -230349.921875 Penalty: 811.986145
	Iteration 54Q: 3 clusters Score -230349.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -230350.812500 Penalty: 811.986145
	Iteration 55Q: 3 clusters Score -230350.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -230351.968750 Penalty: 811.986145
	Iteration 56Q: 3 clusters Score -230352 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -230352.156250 Penalty: 811.986145
	Iteration 57Q: 3 clusters Score -230352.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -230352.453125 Penalty: 811.986145
	Iteration 58Q: 3 clusters Score -230352.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -230353.468750 Penalty: 811.986145
	Iteration 59Q: 3 clusters Score -230353.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -230353.828125 Penalty: 811.986145
	Iteration 60F: 3 clusters Score -230353.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -230354.343750 Penalty: 811.986145
	Iteration 61Q: 3 clusters Score -230354.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -230353.781250 Penalty: 811.986145
	Iteration 62Q: 3 clusters Score -230353.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -230353.781250 Penalty: 811.986145
	Iteration 63F: 3 clusters Score -230353.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (1518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Entering Unmasked Estep 
Score: -47462.960938 Penalty: 333.294281
	Iteration 0F: 2 clusters Score -47462.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -46310.695312 Penalty: 666.588562
	Iteration 0F: 3 clusters Score -46310.7 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -46730.421875 Penalty: 666.588562
	Iteration 1F: 3 clusters Score -46730.42 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -46834.796875 Penalty: 666.588562
	Iteration 2F: 3 clusters Score -46834.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -46901.937500 Penalty: 666.588562
	Iteration 3F: 3 clusters Score -46901.94 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -46933.160156 Penalty: 666.588562
	Iteration 4Q: 3 clusters Score -46933.16 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -46957.343750 Penalty: 666.588562
	Iteration 5Q: 3 clusters Score -46957.34 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -46967.128906 Penalty: 666.588562
	Iteration 6Q: 3 clusters Score -46967.13 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -46977.000000 Penalty: 666.588562
	Iteration 7Q: 3 clusters Score -46977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -46991.406250 Penalty: 666.588562
	Iteration 8Q: 3 clusters Score -46991.41 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -47006.222656 Penalty: 666.588562
	Iteration 9Q: 3 clusters Score -47006.22 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -47014.292969 Penalty: 666.588562
	Iteration 10Q: 3 clusters Score -47014.29 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -47018.003906 Penalty: 666.588562
	Iteration 11Q: 3 clusters Score -47018 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -47020.519531 Penalty: 666.588562
	Iteration 12Q: 3 clusters Score -47020.52 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -47022.421875 Penalty: 666.588562
	Iteration 13Q: 3 clusters Score -47022.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -47025.582031 Penalty: 666.588562
	Iteration 14Q: 3 clusters Score -47025.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -47028.386719 Penalty: 666.588562
	Iteration 15Q: 3 clusters Score -47028.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -47034.218750 Penalty: 666.588562
	Iteration 16Q: 3 clusters Score -47034.22 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -47039.324219 Penalty: 666.588562
	Iteration 17Q: 3 clusters Score -47039.32 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -47042.117188 Penalty: 666.588562
	Iteration 18Q: 3 clusters Score -47042.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -47047.500000 Penalty: 666.588562
	Iteration 19Q: 3 clusters Score -47047.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -47050.195312 Penalty: 666.588562
	Iteration 20F: 3 clusters Score -47050.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -47053.421875 Penalty: 666.588562
	Iteration 21Q: 3 clusters Score -47053.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -47056.710938 Penalty: 666.588562
	Iteration 22Q: 3 clusters Score -47056.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -47059.523438 Penalty: 666.588562
	Iteration 23Q: 3 clusters Score -47059.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -47061.781250 Penalty: 666.588562
	Iteration 24Q: 3 clusters Score -47061.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -47063.589844 Penalty: 666.588562
	Iteration 25Q: 3 clusters Score -47063.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -47064.414062 Penalty: 666.588562
	Iteration 26Q: 3 clusters Score -47064.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -47064.476562 Penalty: 666.588562
	Iteration 27Q: 3 clusters Score -47064.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -47064.640625 Penalty: 666.588562
	Iteration 28Q: 3 clusters Score -47064.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -47064.863281 Penalty: 666.588562
	Iteration 29Q: 3 clusters Score -47064.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -47065.371094 Penalty: 666.588562
	Iteration 30Q: 3 clusters Score -47065.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -47066.085938 Penalty: 666.588562
	Iteration 31Q: 3 clusters Score -47066.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -47066.410156 Penalty: 666.588562
	Iteration 32Q: 3 clusters Score -47066.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -47066.472656 Penalty: 666.588562
	Iteration 33Q: 3 clusters Score -47066.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -47066.472656 Penalty: 666.588562
	Iteration 34F: 3 clusters Score -47066.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (887 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Entering Unmasked Estep 
Score: -21086.408203 Penalty: 308.846954
	Iteration 0F: 2 clusters Score -21086.41 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -20390.361328 Penalty: 617.693909
	Iteration 0F: 3 clusters Score -20390.36 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -20673.177734 Penalty: 617.693909
	Iteration 1F: 3 clusters Score -20673.18 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -20795.632812 Penalty: 617.693909
	Iteration 2F: 3 clusters Score -20795.63 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -20888.837891 Penalty: 617.693909
	Iteration 3F: 3 clusters Score -20888.84 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20968.673828 Penalty: 617.693909
	Iteration 4F: 3 clusters Score -20968.67 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21017.734375 Penalty: 617.693909
	Iteration 5Q: 3 clusters Score -21017.73 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -21056.740234 Penalty: 617.693909
	Iteration 6Q: 3 clusters Score -21056.74 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -21084.953125 Penalty: 617.693909
	Iteration 7Q: 3 clusters Score -21084.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21105.810547 Penalty: 617.693909
	Iteration 8Q: 3 clusters Score -21105.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -21119.294922 Penalty: 617.693909
	Iteration 9Q: 3 clusters Score -21119.29 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -21146.630859 Penalty: 617.693909
	Iteration 10Q: 3 clusters Score -21146.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -21205.705078 Penalty: 617.693909
	Iteration 11Q: 3 clusters Score -21205.71 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -21246.798828 Penalty: 617.693909
	Iteration 12Q: 3 clusters Score -21246.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -21266.742188 Penalty: 617.693909
	Iteration 13Q: 3 clusters Score -21266.74 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21276.361328 Penalty: 617.693909
	Iteration 14Q: 3 clusters Score -21276.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -21279.548828 Penalty: 617.693909
	Iteration 15Q: 3 clusters Score -21279.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -21281.701172 Penalty: 617.693909
	Iteration 16Q: 3 clusters Score -21281.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -21283.783203 Penalty: 617.693909
	Iteration 17Q: 3 clusters Score -21283.78 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -21287.205078 Penalty: 617.693909
	Iteration 18Q: 3 clusters Score -21287.21 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -21293.257812 Penalty: 617.693909
	Iteration 19Q: 3 clusters Score -21293.26 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -21297.253906 Penalty: 617.693909
	Iteration 20F: 3 clusters Score -21297.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -21298.337891 Penalty: 617.693909
	Iteration 21Q: 3 clusters Score -21298.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -21299.248047 Penalty: 617.693909
	Iteration 22Q: 3 clusters Score -21299.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -21301.294922 Penalty: 617.693909
	Iteration 23Q: 3 clusters Score -21301.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -21302.009766 Penalty: 617.693909
	Iteration 24Q: 3 clusters Score -21302.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -21303.041016 Penalty: 617.693909
	Iteration 25Q: 3 clusters Score -21303.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21303.203125 Penalty: 617.693909
	Iteration 26Q: 3 clusters Score -21303.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -21303.203125 Penalty: 617.693909
	Iteration 27F: 3 clusters Score -21303.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 44413 members 
Mstep: Class 3 contains 7221 members 
Mstep: Class 4 contains 9111 members 
Mstep: Class 5 contains 3800 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 56729 members 
Mstep: Class 8 contains 34586 members 
Mstep: Class 9 contains 13482 members 
Mstep: Class 10 contains 4170 members 
Mstep: Class 11 contains 1523 members 
Mstep: Class 12 contains 6349 members 
Mstep: Class 13 contains 2147 members 
Mstep: Class 14 contains 24792 members 
Mstep: Class 15 contains 3243 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 7502 members 
Mstep: Class 18 contains 1518 members 
Mstep: Class 19 contains 682 members 
Mstep: Class 20 contains 494 members 
Mstep: Class 21 contains 119596 members 
Mstep: Class 22 contains 149428 members 
Mstep: Class 23 contains 4985 members 
Mstep: Class 24 contains 11582 members 
Mstep: Class 25 contains 1232 members 
Mstep: Class 26 contains 3565 members 
Mstep: Class 27 contains 205 members 
Entering Unmasked Estep 
Score: -15734129.000000 Penalty: 16176.327148
Splitting cluster 19 changes total score from -15734208.000000 to -15734129.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Entering Unmasked Estep 
Score: -17245.421875 Penalty: 282.215363
	Iteration 0F: 2 clusters Score -17245.42 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -16763.050781 Penalty: 564.430725
	Iteration 0F: 3 clusters Score -16763.05 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16874.171875 Penalty: 564.430725
	Iteration 1F: 3 clusters Score -16874.17 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16903.109375 Penalty: 564.430725
	Iteration 2F: 3 clusters Score -16903.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -16921.587891 Penalty: 564.430725
	Iteration 3F: 3 clusters Score -16921.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -16929.685547 Penalty: 564.430725
	Iteration 4Q: 3 clusters Score -16929.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16930.966797 Penalty: 564.430725
	Iteration 5Q: 3 clusters Score -16930.97 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16931.523438 Penalty: 564.430725
	Iteration 6Q: 3 clusters Score -16931.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16933.007812 Penalty: 564.430725
	Iteration 7Q: 3 clusters Score -16933.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -16933.923828 Penalty: 564.430725
	Iteration 8Q: 3 clusters Score -16933.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16934.335938 Penalty: 564.430725
	Iteration 9Q: 3 clusters Score -16934.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -16934.335938 Penalty: 564.430725
	Iteration 10F: 3 clusters Score -16934.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (119596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119596 members 
Entering Unmasked Estep 
Score: -3942444.000000 Penalty: 531.980286
	Iteration 0F: 2 clusters Score -3942444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59706 members 
Mstep: Class 2 contains 59890 members 
Entering Unmasked Estep 
Score: -3861255.750000 Penalty: 1063.960571
	Iteration 0F: 3 clusters Score -3861256 nChanged 58486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50666 members 
Mstep: Class 2 contains 68930 members 
Entering Unmasked Estep 
Score: -3898993.250000 Penalty: 1063.960571
	Iteration 1F: 3 clusters Score -3898993 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 74422 members 
Entering Unmasked Estep 
Score: -3902227.750000 Penalty: 1063.960571
	Iteration 2F: 3 clusters Score -3902228 nChanged 8019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 81475 members 
Entering Unmasked Estep 
Score: -3906911.250000 Penalty: 1063.960571
	Iteration 3F: 3 clusters Score -3906911 nChanged 9030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 90031 members 
Entering Unmasked Estep 
Score: -3913526.250000 Penalty: 1063.960571
	Iteration 4F: 3 clusters Score -3913526 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 99397 members 
Entering Unmasked Estep 
Score: -3921924.750000 Penalty: 1063.960571
	Iteration 5F: 3 clusters Score -3921925 nChanged 8777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 108122 members 
Entering Unmasked Estep 
Score: -3930637.500000 Penalty: 1063.960571
	Iteration 6F: 3 clusters Score -3930638 nChanged 6434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 114552 members 
Entering Unmasked Estep 
Score: -3937203.250000 Penalty: 1063.960571
	Iteration 7F: 3 clusters Score -3937203 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 117874 members 
Entering Unmasked Estep 
Score: -3940526.750000 Penalty: 1063.960571
	Iteration 8Q: 3 clusters Score -3940527 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 119070 members 
Entering Unmasked Estep 
Score: -3941581.500000 Penalty: 1063.960571
	Iteration 9Q: 3 clusters Score -3941582 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 119386 members 
Entering Unmasked Estep 
Score: -3941856.500000 Penalty: 1063.960571
	Iteration 10Q: 3 clusters Score -3941856 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 119471 members 
Entering Unmasked Estep 
Score: -3941918.750000 Penalty: 1063.960571
	Iteration 11Q: 3 clusters Score -3941919 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 119496 members 
Entering Unmasked Estep 
Score: -3941956.000000 Penalty: 1063.960571
	Iteration 12Q: 3 clusters Score -3941956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 119504 members 
Entering Unmasked Estep 
Score: -3941968.250000 Penalty: 1063.960571
	Iteration 13Q: 3 clusters Score -3941968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 119507 members 
Entering Unmasked Estep 
Score: -3941975.500000 Penalty: 1063.960571
	Iteration 14Q: 3 clusters Score -3941976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 119511 members 
Entering Unmasked Estep 
Score: -3941984.750000 Penalty: 1063.960571
	Iteration 15Q: 3 clusters Score -3941985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 119513 members 
Entering Unmasked Estep 
Score: -3941991.000000 Penalty: 1063.960571
	Iteration 16Q: 3 clusters Score -3941991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 119516 members 
Entering Unmasked Estep 
Score: -3941995.500000 Penalty: 1063.960571
	Iteration 17Q: 3 clusters Score -3941996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 119515 members 
Entering Unmasked Estep 
Score: -3942000.250000 Penalty: 1063.960571
	Iteration 18Q: 3 clusters Score -3942000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 119516 members 
Entering Unmasked Estep 
Score: -3942002.250000 Penalty: 1063.960571
	Iteration 19Q: 3 clusters Score -3942002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 119516 members 
Entering Unmasked Estep 
Score: -3942006.000000 Penalty: 1063.960571
	Iteration 20F: 3 clusters Score -3942006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 119518 members 
Entering Unmasked Estep 
Score: -3942008.250000 Penalty: 1063.960571
	Iteration 21Q: 3 clusters Score -3942008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 119519 members 
Entering Unmasked Estep 
Score: -3942006.000000 Penalty: 1063.960571
	Iteration 22Q: 3 clusters Score -3942006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77 members 
Mstep: Class 2 contains 119519 members 
Entering Unmasked Estep 
Score: -3942006.000000 Penalty: 1063.960571
	Iteration 23F: 3 clusters Score -3942006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (149428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149428 members 
Entering Unmasked Estep 
Score: -4962638.500000 Penalty: 542.112915
	Iteration 0F: 2 clusters Score -4962638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74738 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -4861100.500000 Penalty: 1084.225830
	Iteration 0F: 3 clusters Score -4861100 nChanged 73424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70434 members 
Mstep: Class 2 contains 78994 members 
Entering Unmasked Estep 
Score: -4907376.500000 Penalty: 1084.225830
	Iteration 1F: 3 clusters Score -4907376 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67759 members 
Mstep: Class 2 contains 81669 members 
Entering Unmasked Estep 
Score: -4909954.500000 Penalty: 1084.225830
	Iteration 2Q: 3 clusters Score -4909954 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64274 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -4913603.000000 Penalty: 1084.225830
	Iteration 3F: 3 clusters Score -4913603 nChanged 7972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60176 members 
Mstep: Class 2 contains 89252 members 
Entering Unmasked Estep 
Score: -4918592.000000 Penalty: 1084.225830
	Iteration 4F: 3 clusters Score -4918592 nChanged 8510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55842 members 
Mstep: Class 2 contains 93586 members 
Entering Unmasked Estep 
Score: -4925384.500000 Penalty: 1084.225830
	Iteration 5F: 3 clusters Score -4925384 nChanged 8233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52211 members 
Mstep: Class 2 contains 97217 members 
Entering Unmasked Estep 
Score: -4932069.000000 Penalty: 1084.225830
	Iteration 6F: 3 clusters Score -4932069 nChanged 6739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49250 members 
Mstep: Class 2 contains 100178 members 
Entering Unmasked Estep 
Score: -4935722.000000 Penalty: 1084.225830
	Iteration 7Q: 3 clusters Score -4935722 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46445 members 
Mstep: Class 2 contains 102983 members 
Entering Unmasked Estep 
Score: -4937296.500000 Penalty: 1084.225830
	Iteration 8Q: 3 clusters Score -4937296 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 105923 members 
Entering Unmasked Estep 
Score: -4938311.500000 Penalty: 1084.225830
	Iteration 9Q: 3 clusters Score -4938312 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 109022 members 
Entering Unmasked Estep 
Score: -4939296.500000 Penalty: 1084.225830
	Iteration 10Q: 3 clusters Score -4939296 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 112240 members 
Entering Unmasked Estep 
Score: -4940388.000000 Penalty: 1084.225830
	Iteration 11Q: 3 clusters Score -4940388 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33812 members 
Mstep: Class 2 contains 115616 members 
Entering Unmasked Estep 
Score: -4941572.000000 Penalty: 1084.225830
	Iteration 12Q: 3 clusters Score -4941572 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 119134 members 
Entering Unmasked Estep 
Score: -4943045.000000 Penalty: 1084.225830
	Iteration 13Q: 3 clusters Score -4943045 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 122829 members 
Entering Unmasked Estep 
Score: -4944720.000000 Penalty: 1084.225830
	Iteration 14Q: 3 clusters Score -4944720 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 126581 members 
Entering Unmasked Estep 
Score: -4946727.500000 Penalty: 1084.225830
	Iteration 15Q: 3 clusters Score -4946728 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Mstep: Class 2 contains 130418 members 
Entering Unmasked Estep 
Score: -4948907.000000 Penalty: 1084.225830
	Iteration 16Q: 3 clusters Score -4948907 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 134044 members 
Entering Unmasked Estep 
Score: -4951096.000000 Penalty: 1084.225830
	Iteration 17Q: 3 clusters Score -4951096 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 137399 members 
Entering Unmasked Estep 
Score: -4953294.500000 Penalty: 1084.225830
	Iteration 18Q: 3 clusters Score -4953294 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 140376 members 
Entering Unmasked Estep 
Score: -4955418.000000 Penalty: 1084.225830
	Iteration 19Q: 3 clusters Score -4955418 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 142874 members 
Entering Unmasked Estep 
Score: -4957249.500000 Penalty: 1084.225830
	Iteration 20F: 3 clusters Score -4957250 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 144935 members 
Entering Unmasked Estep 
Score: -4958857.000000 Penalty: 1084.225830
	Iteration 21Q: 3 clusters Score -4958857 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 146493 members 
Entering Unmasked Estep 
Score: -4960048.500000 Penalty: 1084.225830
	Iteration 22Q: 3 clusters Score -4960048 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 147616 members 
Entering Unmasked Estep 
Score: -4960898.500000 Penalty: 1084.225830
	Iteration 23Q: 3 clusters Score -4960898 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 148394 members 
Entering Unmasked Estep 
Score: -4961430.500000 Penalty: 1084.225830
	Iteration 24Q: 3 clusters Score -4961430 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 148836 members 
Entering Unmasked Estep 
Score: -4961758.500000 Penalty: 1084.225830
	Iteration 25Q: 3 clusters Score -4961758 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 149075 members 
Entering Unmasked Estep 
Score: -4961959.500000 Penalty: 1084.225830
	Iteration 26Q: 3 clusters Score -4961960 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 149181 members 
Entering Unmasked Estep 
Score: -4962034.000000 Penalty: 1084.225830
	Iteration 27Q: 3 clusters Score -4962034 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 149237 members 
Entering Unmasked Estep 
Score: -4962066.500000 Penalty: 1084.225830
	Iteration 28Q: 3 clusters Score -4962066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 149271 members 
Entering Unmasked Estep 
Score: -4962085.000000 Penalty: 1084.225830
	Iteration 29Q: 3 clusters Score -4962085 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 149289 members 
Entering Unmasked Estep 
Score: -4962106.000000 Penalty: 1084.225830
	Iteration 30Q: 3 clusters Score -4962106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 149301 members 
Entering Unmasked Estep 
Score: -4962118.000000 Penalty: 1084.225830
	Iteration 31Q: 3 clusters Score -4962118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 149306 members 
Entering Unmasked Estep 
Score: -4962124.000000 Penalty: 1084.225830
	Iteration 32Q: 3 clusters Score -4962124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 149310 members 
Entering Unmasked Estep 
Score: -4962126.500000 Penalty: 1084.225830
	Iteration 33Q: 3 clusters Score -4962126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 149310 members 
Entering Unmasked Estep 
Score: -4962128.500000 Penalty: 1084.225830
	Iteration 34Q: 3 clusters Score -4962128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 149312 members 
Entering Unmasked Estep 
Score: -4962130.000000 Penalty: 1084.225830
	Iteration 35Q: 3 clusters Score -4962130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149313 members 
Entering Unmasked Estep 
Score: -4962131.000000 Penalty: 1084.225830
	Iteration 36Q: 3 clusters Score -4962131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149313 members 
Entering Unmasked Estep 
Score: -4962132.500000 Penalty: 1084.225830
	Iteration 37Q: 3 clusters Score -4962132 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 149313 members 
Entering Unmasked Estep 
Score: -4962132.500000 Penalty: 1084.225830
	Iteration 38F: 3 clusters Score -4962132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (4985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Entering Unmasked Estep 
Score: -148625.781250 Penalty: 387.395599
	Iteration 0F: 2 clusters Score -148625.8 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 2542 members 
Entering Unmasked Estep 
Score: -145241.125000 Penalty: 774.791199
	Iteration 0F: 3 clusters Score -145241.1 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -146607.437500 Penalty: 774.791199
	Iteration 1F: 3 clusters Score -146607.4 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -146801.234375 Penalty: 774.791199
	Iteration 2F: 3 clusters Score -146801.2 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -146994.406250 Penalty: 774.791199
	Iteration 3F: 3 clusters Score -146994.4 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -147190.296875 Penalty: 774.791199
	Iteration 4F: 3 clusters Score -147190.3 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -147408.484375 Penalty: 774.791199
	Iteration 5F: 3 clusters Score -147408.5 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -147601.140625 Penalty: 774.791199
	Iteration 6F: 3 clusters Score -147601.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -147708.421875 Penalty: 774.791199
	Iteration 7Q: 3 clusters Score -147708.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -147773.531250 Penalty: 774.791199
	Iteration 8Q: 3 clusters Score -147773.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -147824.734375 Penalty: 774.791199
	Iteration 9Q: 3 clusters Score -147824.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -147857.468750 Penalty: 774.791199
	Iteration 10Q: 3 clusters Score -147857.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -147886.953125 Penalty: 774.791199
	Iteration 11Q: 3 clusters Score -147887 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -147911.687500 Penalty: 774.791199
	Iteration 12Q: 3 clusters Score -147911.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -147939.015625 Penalty: 774.791199
	Iteration 13Q: 3 clusters Score -147939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -147963.187500 Penalty: 774.791199
	Iteration 14Q: 3 clusters Score -147963.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -147991.812500 Penalty: 774.791199
	Iteration 15Q: 3 clusters Score -147991.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -148021.093750 Penalty: 774.791199
	Iteration 16Q: 3 clusters Score -148021.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -148054.312500 Penalty: 774.791199
	Iteration 17Q: 3 clusters Score -148054.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -148092.234375 Penalty: 774.791199
	Iteration 18Q: 3 clusters Score -148092.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -148122.812500 Penalty: 774.791199
	Iteration 19Q: 3 clusters Score -148122.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -148146.953125 Penalty: 774.791199
	Iteration 20F: 3 clusters Score -148147 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -148177.140625 Penalty: 774.791199
	Iteration 21Q: 3 clusters Score -148177.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -148204.937500 Penalty: 774.791199
	Iteration 22Q: 3 clusters Score -148204.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -148224.125000 Penalty: 774.791199
	Iteration 23Q: 3 clusters Score -148224.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -148236.296875 Penalty: 774.791199
	Iteration 24Q: 3 clusters Score -148236.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -148250.015625 Penalty: 774.791199
	Iteration 25Q: 3 clusters Score -148250 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -148259.515625 Penalty: 774.791199
	Iteration 26Q: 3 clusters Score -148259.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -148268.421875 Penalty: 774.791199
	Iteration 27Q: 3 clusters Score -148268.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -148275.203125 Penalty: 774.791199
	Iteration 28Q: 3 clusters Score -148275.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -148288.546875 Penalty: 774.791199
	Iteration 29Q: 3 clusters Score -148288.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -148294.953125 Penalty: 774.791199
	Iteration 30Q: 3 clusters Score -148295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -148299.031250 Penalty: 774.791199
	Iteration 31Q: 3 clusters Score -148299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -148300.765625 Penalty: 774.791199
	Iteration 32Q: 3 clusters Score -148300.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -148300.984375 Penalty: 774.791199
	Iteration 33Q: 3 clusters Score -148301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -148301.250000 Penalty: 774.791199
	Iteration 34Q: 3 clusters Score -148301.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -148301.250000 Penalty: 774.791199
	Iteration 35F: 3 clusters Score -148301.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (11582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Entering Unmasked Estep 
Score: -389942.531250 Penalty: 425.752930
	Iteration 0F: 2 clusters Score -389942.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -382303.093750 Penalty: 851.505859
	Iteration 0F: 3 clusters Score -382303.1 nChanged 5404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -385560.718750 Penalty: 851.505859
	Iteration 1F: 3 clusters Score -385560.7 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -385917.343750 Penalty: 851.505859
	Iteration 2F: 3 clusters Score -385917.3 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -386393.718750 Penalty: 851.505859
	Iteration 3F: 3 clusters Score -386393.7 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -387059.718750 Penalty: 851.505859
	Iteration 4F: 3 clusters Score -387059.7 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -387789.468750 Penalty: 851.505859
	Iteration 5F: 3 clusters Score -387789.5 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -388484.281250 Penalty: 851.505859
	Iteration 6F: 3 clusters Score -388484.3 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -388963.312500 Penalty: 851.505859
	Iteration 7Q: 3 clusters Score -388963.3 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -389281.937500 Penalty: 851.505859
	Iteration 8Q: 3 clusters Score -389281.9 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -389419.875000 Penalty: 851.505859
	Iteration 9Q: 3 clusters Score -389419.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -389491.218750 Penalty: 851.505859
	Iteration 10Q: 3 clusters Score -389491.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -389519.812500 Penalty: 851.505859
	Iteration 11Q: 3 clusters Score -389519.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -389548.093750 Penalty: 851.505859
	Iteration 12Q: 3 clusters Score -389548.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -389566.187500 Penalty: 851.505859
	Iteration 13Q: 3 clusters Score -389566.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -389566.625000 Penalty: 851.505859
	Iteration 14Q: 3 clusters Score -389566.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -389566.625000 Penalty: 851.505859
	Iteration 15F: 3 clusters Score -389566.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (1232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Entering Unmasked Estep 
Score: -35494.066406 Penalty: 323.795929
	Iteration 0F: 2 clusters Score -35494.07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -34555.050781 Penalty: 647.591858
	Iteration 0F: 3 clusters Score -34555.05 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -34927.843750 Penalty: 647.591858
	Iteration 1F: 3 clusters Score -34927.84 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -35026.824219 Penalty: 647.591858
	Iteration 2F: 3 clusters Score -35026.82 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -35104.675781 Penalty: 647.591858
	Iteration 3F: 3 clusters Score -35104.68 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -35180.769531 Penalty: 647.591858
	Iteration 4F: 3 clusters Score -35180.77 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -35238.449219 Penalty: 647.591858
	Iteration 5F: 3 clusters Score -35238.45 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -35288.753906 Penalty: 647.591858
	Iteration 6Q: 3 clusters Score -35288.75 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -35315.578125 Penalty: 647.591858
	Iteration 7Q: 3 clusters Score -35315.58 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -35334.972656 Penalty: 647.591858
	Iteration 8Q: 3 clusters Score -35334.97 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -35344.937500 Penalty: 647.591858
	Iteration 9Q: 3 clusters Score -35344.94 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -35360.660156 Penalty: 647.591858
	Iteration 10Q: 3 clusters Score -35360.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -35369.136719 Penalty: 647.591858
	Iteration 11Q: 3 clusters Score -35369.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -35371.414062 Penalty: 647.591858
	Iteration 12Q: 3 clusters Score -35371.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -35373.347656 Penalty: 647.591858
	Iteration 13Q: 3 clusters Score -35373.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -35375.367188 Penalty: 647.591858
	Iteration 14Q: 3 clusters Score -35375.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -35376.074219 Penalty: 647.591858
	Iteration 15Q: 3 clusters Score -35376.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -35376.210938 Penalty: 647.591858
	Iteration 16Q: 3 clusters Score -35376.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -35376.367188 Penalty: 647.591858
	Iteration 17Q: 3 clusters Score -35376.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -35376.367188 Penalty: 647.591858
	Iteration 18F: 3 clusters Score -35376.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (3565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Entering Unmasked Estep 
Score: -107748.140625 Penalty: 372.140839
	Iteration 0F: 2 clusters Score -107748.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -105270.054688 Penalty: 744.281677
	Iteration 0F: 3 clusters Score -105270.1 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -106306.015625 Penalty: 744.281677
	Iteration 1F: 3 clusters Score -106306 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -106550.726562 Penalty: 744.281677
	Iteration 2F: 3 clusters Score -106550.7 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -106759.992188 Penalty: 744.281677
	Iteration 3F: 3 clusters Score -106760 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -106930.109375 Penalty: 744.281677
	Iteration 4F: 3 clusters Score -106930.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -107075.398438 Penalty: 744.281677
	Iteration 5Q: 3 clusters Score -107075.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -107190.953125 Penalty: 744.281677
	Iteration 6Q: 3 clusters Score -107191 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -107278.000000 Penalty: 744.281677
	Iteration 7Q: 3 clusters Score -107278 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -107328.320312 Penalty: 744.281677
	Iteration 8Q: 3 clusters Score -107328.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -107365.898438 Penalty: 744.281677
	Iteration 9Q: 3 clusters Score -107365.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -107400.515625 Penalty: 744.281677
	Iteration 10Q: 3 clusters Score -107400.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -107416.429688 Penalty: 744.281677
	Iteration 11Q: 3 clusters Score -107416.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -107429.125000 Penalty: 744.281677
	Iteration 12Q: 3 clusters Score -107429.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -107437.906250 Penalty: 744.281677
	Iteration 13Q: 3 clusters Score -107437.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -107444.445312 Penalty: 744.281677
	Iteration 14Q: 3 clusters Score -107444.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -107450.281250 Penalty: 744.281677
	Iteration 15Q: 3 clusters Score -107450.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -107453.906250 Penalty: 744.281677
	Iteration 16Q: 3 clusters Score -107453.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -107459.039062 Penalty: 744.281677
	Iteration 17Q: 3 clusters Score -107459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -107465.062500 Penalty: 744.281677
	Iteration 18Q: 3 clusters Score -107465.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -107467.921875 Penalty: 744.281677
	Iteration 19Q: 3 clusters Score -107467.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -107471.804688 Penalty: 744.281677
	Iteration 20F: 3 clusters Score -107471.8 nChanged 0
25->27 Clusters: Score -15734208.000000, best is -15736391.000000

Main iterations: 1727 (time per=2253.590012ms)
Total iterations: 52148 (time per=74.632775ms)
Iterations metric 2: 341965373440.000000 (time per=11.381123ns)
Iterations metric 3: 4102894125056.000000 (time per=948.586493ps)

That took 3891.949951 seconds.
